agent  by machinegpt

Python AI agent framework for rapid development

created 3 months ago
275 stars

Top 94.9% on sourcepulse

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Project Summary

This project provides an autonomous Python AI agent framework that uses the OpenAI SDK to interpret natural language, generate and execute code, and manage its runtime. It's designed for developers seeking a high-performance, self-sufficient tool for tasks like code compression and dependency resolution, offering zero-friction operation.

How It Works

The agent leverages the OpenAI Python SDK to process natural-language commands. It dynamically generates and executes Python code, automatically handles dependency installation, and manages its runtime environment. This approach aims for a frictionless experience, allowing users to interact with the agent using plain language.

Quick Start & Requirements

  • Primary install / run command:
    git clone https://github.com/machinegpt/agent.git
    cd agent
    python machine.py
    
  • Non-default prerequisites: Requires an OpenAI API key.
  • Setup: Create a .env file in the root directory with OPENAI_API_KEY=YOUR_API_KEY or copy and update .env.example.

Highlighted Details

  • Autonomous Python AI agent framework.
  • Leverages OpenAI Python SDK for natural language interpretation.
  • Automated dependency installation and secure environment configuration.
  • Minimalist plugin interface for embedding Python tools.

Maintenance & Community

Contributions, suggestions, bug reports, and fixes are welcome. For new features, it's recommended to open an issue for discussion before submitting a Pull Request.

Licensing & Compatibility

  • License: Apache 2.0.
  • Compatibility: Permissive license suitable for commercial use and closed-source linking.

Limitations & Caveats

The agent's functionality is dependent on the OpenAI API key and its associated costs. The README does not detail specific performance benchmarks or advanced configuration options.

Health Check
Last commit

1 week ago

Responsiveness

Inactive

Pull Requests (30d)
2
Issues (30d)
0
Star History
249 stars in the last 90 days

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