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  7. ai-hedge-fund
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ai-hedge-fund

An AI-powered hedge fund simulation using various AI agents to make trading decisions for educational and research purposes.

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Introduction

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Information

  • Publisher
    Jeremy Xiao
  • Websitegithub.com
  • Published date2025/03/25

Categories

  • Finance
  • Research

Tags

  • github
  • open source

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AI Hedge Fund

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 purposes only and is not intended for real trading or investment.

This system employs several agents working together:

  • Ben Graham Agent - The godfather of value investing, only buys hidden gems with a margin of safety
  • Bill Ackman Agent - An activist investors, takes bold positions and pushes for change
  • Cathie Wood Agent - The queen of growth investing, believes in the power of innovation and disruption
  • Charlie Munger Agent - Warren Buffett's partner, only buys wonderful businesses at fair prices
  • Phil Fisher Agent - Legendary growth investor who mastered scuttlebutt analysis
  • Stanley Druckenmiller Agent - Macro legend who hunts for asymmetric opportunities with growth potential
  • Warren Buffett Agent - The oracle of Omaha, seeks wonderful companies at a fair price
  • Valuation Agent - Calculates the intrinsic value of a stock and generates trading signals
  • Sentiment Agent - Analyzes market sentiment and generates trading signals
  • Fundamentals Agent - Analyzes fundamental data and generates trading signals
  • Technicals Agent - Analyzes technical indicators and generates trading signals
  • Risk Manager - Calculates risk metrics and sets position limits
  • Portfolio Manager - Makes final trading decisions and generates orders

Note: the system simulates trading decisions, it does not actually trade.