An advanced stock analysis tool powered by AI agents that provides comprehensive financial analysis using open-source language models. This application combines technical analysis, fundamental analysis, and sentiment analysis to deliver detailed insights for stock market investments.
- Real-time stock data analysis
- Technical analysis with chart pattern recognition
- Fundamental analysis of company financials
- Market sentiment analysis
- Risk assessment
- Competitor analysis
- Investment strategy recommendations
- Interactive charts and visualizations
- Clone the repository:
git clone https://github.com/imanoop7/Financial-Analysis--Multi-Agent-Open-Source-LLM
cd Financial-Analysis--Multi-Agent-Open-Source-LLM- Install the required dependencies:
pip install -r requirements.txt- Make sure you have Ollama installed and running on your system. Visit Ollama's website for installation instructions.
- Start the application:
streamlit run app.py-
Enter a stock symbol (e.g., AAPL for Apple Inc.) in the input field.
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Click "Analyze Stock" to generate a comprehensive analysis report.
The application will display:
- Technical analysis insights
- Chart patterns
- Fundamental analysis
- Market sentiment
- Risk assessment
- Competitor analysis
- Investment strategy recommendations
- crewai - For multi-agent orchestration
- langchain - For LLM interactions
- ollama - For running local LLMs
- yfinance - For fetching stock data
- streamlit - For the web interface
- plotly - For interactive charts
- And other data analysis libraries
Contributions are welcome! Please feel free to submit a Pull Request.
This project is licensed under the MIT License - see the LICENSE file for details.