Project Title
ChatGPT-Micro-Cap-Experiment — Real-time AI-driven stock trading experiment with ChatGPT
Overview
ChatGPT-Micro-Cap-Experiment is an innovative project that explores the potential of large language models like ChatGPT in managing a real-money micro-cap stock portfolio. The project aims to answer whether AI can generate alpha or make smart trading decisions using real-time data. It provides a transparent, community-oriented platform for live trading scripts, performance tracking, and research documentation.
Key Features
- Live trading scripts for daily price evaluation and holdings update
- LLM-powered decision engine with ChatGPT picking trades
- Performance tracking with daily PnL, total equity, and trade history in CSVs
- Visualization tools using Matplotlib for comparing ChatGPT vs. Index performance
- Auto-saved logs for transparency and trade data
Use Cases
- Traders and investors looking to experiment with AI-driven stock trading strategies
- Researchers and developers interested in the application of large language models in finance
- Educators and students studying the intersection of AI and trading
Advantages
- Real-time data and live trading results for practical insights
- Transparent and community-oriented approach to AI trading experiments
- Comprehensive research documentation and performance tracking
Limitations / Considerations
- The project is still in the experimental phase, and performance may vary
- AI-driven trading strategies may not always outperform traditional methods
- The project's success is dependent on the capabilities of the ChatGPT model
Similar / Related Projects
- QuantConnect: A platform for algorithmic trading that allows users to develop and backtest trading algorithms. Unlike ChatGPT-Micro-Cap-Experiment, it does not focus on using AI language models for trading decisions.
- Zipline: An open-source algorithmic trading simulator. While it provides a framework for backtesting, it does not integrate AI models like ChatGPT for decision-making.
Basic Information
- GitHub: https://github.com/LuckyOne7777/ChatGPT-Micro-Cap-Experiment
- Stars: 6,768
- License: Unknown
- Last Commit: 2025-11-17
📊 Project Information
- Project Name: ChatGPT-Micro-Cap-Experiment
- GitHub URL: https://github.com/LuckyOne7777/ChatGPT-Micro-Cap-Experiment
- Programming Language: Python
- ⭐ Stars: 6,768
- 🍴 Forks: 1,488
- 📅 Created: 2025-07-10
- 🔄 Last Updated: 2025-11-17
🏷️ Project Topics
Topics: [, ]
🔗 Related Resource Links
🌐 Related Websites
This article is automatically generated by AI based on GitHub project information and README content analysis