This is a proof-of-concept AI hedge fund designed to explore how specialized agents can collaborate on trading decisions. It combines investor and market-analysis agents to produce trading signals, risk metrics, and simulated orders strictly for educational and research purposes.
Project overview
The project demonstrates how specialized AI agents can be orchestrated to process fundamental data, technical indicators, and market sentiment for simulated trading decisions.
Project type
AI Agent · Learning Resources
Use cases
Data Analysis · Learning & Education
Deployment
Refer to project documentation
License
MIT
Best for
Educators and researchers exploring how specialized AI agents can be applied to simulate trading decisions.
Key capabilities
Calculates intrinsic value and analyzes market sentiment, fundamental data, and technical indicators to generate trading signals.
Calculates risk metrics and sets position limits within the system.
Makes final trading decisions and generates orders as part of the documented system workflow.
Limitations and risks
The system is a simulation and does not actually make any trades.
The project is intended strictly for educational and research purposes and is not intended for real trading or investment.
The project creator assumes no liability for financial losses, and past performance does not indicate future results.
Getting started
Installation difficulty, prerequisites, and the initial setup path are currently undocumented.
Evidence and sources
README: This is a proof of concept for an AI-powered hedge fund. The goal of this project is to explore the use of AI to make trading decisions. This project is for **educational** purpos…
README: 14. Valuation Agent - Calculates the intrinsic value of a stock and generates trading signals 15. Sentiment Agent - Analyzes market sentiment and generates trading signals 16. Fun…
README: This project is for **educational and research purposes only**. - Not intended for real trading or investment - No investment advice or guarantees provided - Creator assumes no li…
README: Note: the system does not actually make any trades.
README: > **🚧 The project is evolving.** We're rebuilding it into a persistent, always-on AI hedge fund — a *fund* as a first-class entity you can backtest, paper-trade, and (opt-in) run…