StockIntel is your all-in-one AI trading assistant, combining real-time market data, advanced analytics, and machine learning to empower smarter investment decisions. Whether you're a seasoned trader or just starting out, StockIntel delivers actionable insights and a seamless user experience.
- Real-time market data visualization
- Technical analysis with indicators (RSI, MACD, Bollinger Bands)
- Portfolio tracking and performance analysis
- Market signals and alerts
- News and announcements integration
# Clone the repository
git clone https://github.com/hreger/stockintel.git
cd stockintel
# Install dependencies
pip install -r requirements.txt
# Set up environment variables
# Create a .env file with your API keys and database configuration
# Run the application
python flask_app.py- Flask - Web framework
- Matplotlib/Seaborn - Data visualization
- Pandas - Data manipulation
- Alpha Vantage API - Market data
- PostgreSQL - Database
- Docker - Containerization
- Kafka - Data streaming (optional)
- FastAPI - Prediction service
- Dash - Web application
- Scikit-learn - Machine learning
- Requests - HTTP requests
- BeautifulSoup - Web scraping
📁 Project Structure
stockintel/
├── data_ingestion/ # Data collection and processing
│ ├── kafka_producer.py # Kafka producer for stock data (optional)
│ ├── kafka_consumer.py # Kafka consumer for data processing (optional)
│ ├── init_db.py # Database initialization
│ └── check_data.py # Data verification
├── prediction_service/ # Machine learning predictions
│ ├── prediction_service.py # FastAPI service
│ ├── models/ # ML models
│ └── utils/ # Helper functions
├── dashboard/ # Web interface
│ ├── app.py # Dash application
│ ├── components/ # UI components
│ └── layouts/ # Page layouts
├── portfolio/ # Portfolio management
│ └── portfolio_analyzer.py # Portfolio analysis
├── backtesting/ # Strategy testing
│ └── strategy_tester.py # Backtesting engine
├── scanner/ # Market scanning
│ └── market_scanner.py # Opportunity scanner
├── requirements.txt # Project dependencies
└── .env # Environment variablesWe love contributions! Here's how you can help:
- Fork the repository
- Create your feature branch (
git checkout -b feature/AmazingFeature) - Commit your changes (
git commit -m 'Add some AmazingFeature') - Push to the branch (
git push origin feature/AmazingFeature) - Open a Pull Request
This project is licensed under the MIT License - see the LICENSE file for details.
Got questions? We're here to help!
- 🐛 Open an issue in the GitHub repository
- 💭 Join our Discord community
- 📧 Email us at support@stockintel.com
A big thank you to:
- Alpha Vantage for providing market data
- PostgreSQL for reliable data storage
- The amazing open-source community for their contributions
Made with ❤️ by the StockIntel Team
© 2024 StockIntel. All rights reserved.