---
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.*