README.md

---
title: AI Trading Agents
sdk: gradio
emoji: 🤖
colorFrom: blue
colorTo: purple
sdk_version: 5.49.1
app_file: app.py
pinned: false
---

# 🤖 Multi-Agent AI Trading System

A professional stock analysis platform powered by multiple AI agents working in coordination.

## 🎯 Features

- **Real-time Market Data**: Live stock prices and performance metrics
- **Multi-Agent Analysis**: 3 specialized AI agents + decision engine
- **Interactive Charts**: Beautiful Plotly visualizations
- **Professional Insights**: Comprehensive trading recommendations

## 🚀 How to Use

1. **Quick Analysis**: Leave symbol empty to analyze all tracked stocks (AAPL, GOOGL, MSFT, TSLA)
2. **Specific Stock**: Enter any stock symbol (e.g., "NVDA", "AMZN") 
3. **Get Insights**: View AI-generated analysis from multiple perspectives

## 🤖 AI Agents

- **📊 Research Agent**: Fundamental analysis and market sentiment
- **📈 Technical Agent**: Price patterns and trading signals  
- **🛡️ Risk Agent**: Position sizing and risk management
- **🎯 Decision Engine**: Final trading recommendations

## 📊 Output Includes

- Interactive price charts
- Performance comparisons
- AI agent analyses
- Trading decisions with confidence levels
- Risk management strategies

## 💡 Perfect For

- Stock market beginners learning analysis
- Traders seeking second opinions
- Developers exploring AI in finance
- Educational demonstrations

*Note: This is a demonstration system. Always do your own research before making investment decisions.*