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| title: CFA AI Agent | |
| emoji: 📊 | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: gradio | |
| sdk_version: 4.44.0 | |
| app_file: app.py | |
| pinned: false | |
| python_version: 3.11 | |
| models: | |
| - tarun7r/Finance-Llama-8B | |
| license: mit | |
| # 📊 CFA AI Agent | |
| A specialized financial analysis AI agent powered by Finance-Llama-8B and equipped with comprehensive financial tools. | |
| ## 🚀 Features | |
| - **Advanced Financial Analysis**: DCF valuation, ratio analysis, risk assessment | |
| - **Real-time Market Data**: Stock prices, historical data, financial statements | |
| - **Portfolio Management**: Beta calculation, WACC, Sharpe ratio analysis | |
| - **Interactive Chat Interface**: Powered by Chainlit for seamless user experience | |
| ## 💼 Capabilities | |
| - Discounted Cash Flow (DCF) valuation | |
| - Financial ratio analysis and comparison | |
| - Risk metrics calculation (Beta, Sharpe ratio) | |
| - Weighted Average Cost of Capital (WACC) | |
| - Stock price analysis and comparison | |
| - Market data fetching and analysis | |
| ## 🔧 Built With | |
| - **Model**: Finance-Llama-8B (specialized for financial analysis) | |
| - **Framework**: LangChain for agent orchestration | |
| - **Interface**: Chainlit for web interface | |
| - **Data**: Yahoo Finance for real-time market data | |
| ## 📈 Use Cases | |
| Perfect for financial professionals, students, and anyone needing: | |
| - Investment analysis and valuation | |
| - Portfolio risk assessment | |
| - Financial statement analysis | |
| - Market research and comparison | |
| --- | |
| *This is a CFA-level financial analysis tool designed to assist with professional financial analysis tasks.* | |