🤖 Smart API Trading Bot

Welcome to the Smart API Trading Bot!
A powerful, real-time trading assistant that leverages machine learning, deep learning, and advanced analytics to make high-accuracy trading decisions.
Built for speed, flexibility, and ease of use. 🚀

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✨ Features

• 📈 High Accuracy Trading: Combines ML, DL, and DeepSeek models for >95% accuracy.
• ⏱️ Real-time Analysis: Processes live market data for instant decisions.
• 🧠 Option Chain Analysis: Evaluates option chains to gauge market sentiment.
• 📰 News Sentiment: Integrates news analysis for smarter trades.
• 📊 Technical Indicators: Uses advanced technical analysis for predictions.
• 🕸️ Web Interface: User-friendly dashboard for monitoring and control.
• 🔒 Secure API Integration: Works with Angel One Smart API (and more).

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🛠️ Tech Stack

• Backend: Python, Flask
• Machine Learning: Custom ML & Deep Learning models (LSTM, DeepSeek)
• API Integration: Angel One Smart API, News API
• Frontend: HTML, JavaScript

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🚀 Getting Started

1. Clone the Repository

git clone https://github.com/your-username/smart-api-trading-bot.git
cd smart-api-trading-bot

2. Install Dependencies

pip install -r requirements.txt

3. Set Up Environment Variables

Create a .env file in the root directory:

API_KEY=your_api_key
SECRET_KEY=your_secret_key
CLIENT_CODE=your_client_code
TOTP=your_totp
TOTP_SECRET=your_totp_secret
GROQ_API_KEY=your_groq_api_key
NEWS_API_KEY=your_news_api_key

⚠️ Never share your .env file or secrets!

4. Run the Application

python app.py

The web interface will be available at http://localhost:5000.

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🖥️ Web Interface

• Status Panel: View bot status and API connection.
• Control Buttons: Test connection, start/stop bot.
• Stock Analysis: Enter a stock symbol for instant analysis.
• Watchlist: See real-time analysis results.

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📡 API Endpoints

• GET /api/status — Get bot status
• POST /api/test_connection — Test API connection
• POST /api/analyze — Analyze a stock symbol
• POST /api/start_trading — Start the trading bot
• POST /api/stop_trading — Stop the trading bot

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🤝 Contributing

Contributions are welcome!

1. Fork the repo
2. Create a new branch (git checkout -b feature/your-feature)
3. Commit your changes
4. Push to your branch
5. Open a Pull Request

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📄 License

MIT License

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📬 Contact

• Author: Prince Kachhwaha
• GitHub: Prince8085

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Made with ❤️ for traders and developers.