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A newer version of the Gradio SDK is available:
6.2.0
metadata
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.