fix: prioritize exact numeric knowledge retrieval - #3621
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August 10, 2026 03:03
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Summary
Prioritize exact numeric identifiers in knowledge-base retrieval. Numeric queries now include an exact phrase score and use a higher accurate-search weight only when the caller has not set one.
Root cause
The semantic score can make nearby numeric identifiers look similar. In the original implementation, a full-width identifier such as
10.128.0.42was not kept as one numeric token; the record with10.128.0.52could therefore rank first.Before
Querying

10.128.0.42ranked the near-but-wrong record containing10.128.0.52first.After
The same query ranks the exact


10.128.0.42at100.0%relevance.wrong record containing
10.128.0.52at 0.9% relevanceValidation
378 passed.Screenshots
The first image is the reproduction before the fix; the second image is the fixed result.