gpt-investor  by mshumer

Investment analysis agent using Claude 3

created 1 year ago
2,258 stars

Top 20.4% on sourcepulse

GitHubView on GitHub
1 Expert Loves This Project
Project Summary

This project provides an experimental investment analysis agent that leverages Anthropic's Claude 3 models (Opus and Haiku) to generate comprehensive stock insights and recommendations. It's designed for individuals interested in AI-driven financial analysis and aims to simplify the process of evaluating companies within a specific industry.

How It Works

The agent automates a multi-step investment analysis workflow. It begins by identifying key companies in a user-specified industry, then gathers financial data, news articles, and analyst ratings. Sentiment analysis is performed on news, and industry trends are considered. Finally, it generates comparative analyses and investment recommendations, ranking companies by their potential attractiveness.

Quick Start & Requirements

  • Install/Run: Open claude_investor.ipynb in Google Colab or Jupyter Notebook.
  • Prerequisites: Requires an Anthropic API key.
  • Setup: Replace the ANTHROPIC_API_KEY placeholder in the notebook with your key and run cells sequentially. Enter the desired industry when prompted.
  • Links: Google Colab Notebook

Highlighted Details

  • Utilizes Claude 3 Opus and Haiku for analysis.
  • Automates data retrieval, sentiment analysis, and comparative reporting.
  • Generates ranked investment recommendations with price targets.

Maintenance & Community

  • Developed by Matt Shumer (@mattshumer_).
  • Contributions are welcome via issues or pull requests.
  • The developer is also working on HyperWrite Personal Assistant.

Licensing & Compatibility

  • Licensed under the MIT License.
  • Permissive license suitable for commercial use and integration with closed-source projects.

Limitations & Caveats

The project is experimental, and the industry analysis module could benefit from real-time data integration. It is intended for educational and informational purposes and should not be considered financial advice.

Health Check
Last commit

1 year ago

Responsiveness

Inactive

Pull Requests (30d)
0
Issues (30d)
0
Star History
14 stars in the last 90 days

Explore Similar Projects

Starred by Chip Huyen Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems), Travis Fischer Travis Fischer(Founder of Agentic), and
2 more.

ai-hedge-fund by virattt

1.2%
39k
AI-powered hedge fund proof-of-concept for educational use
created 8 months ago
updated 3 days ago
Feedback? Help us improve.