AI Hedge Fund
ActiveDescription
ai-hedge-fund is a multi-agent simulated hedge fund example, with researcher, trader, risk-manager agents collaborating on investment decisions.
Key Features
- Multi-agent investing — value, growth, sentiment, technicals, fundamentals agents
- Risk-management agent — monitors volatility, factor exposure, position limits
- Multi-source data — pulls financial, news, price and macro public data
- Backtesting framework — replay historical data to evaluate agent performance
- Educational example — canonical reference for multi-agent finance systems
- Extensible — plug in your own agents and strategy logic
Use Cases
💡 Teaching and researching multi-agent collaboration in financial decisions
💡 Using as a scaffold for multi-agent frameworks in finance
💡 Backtesting agent teams against real price + news history
💡 Building customizable personal investing agents
Strengths & Limitations
✅ Strengths
- • Actively maintained, recent updates
- • High community interest (62.9k stars)
- • Permissive open-source license (MIT)
- • Responsive to issues, low backlog
Categories
Quick Start
git clone https://github.com/virattt/ai-hedge-fund.git
cd ai-hedge-fund
poetry install
poetry run python src/main.py