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Modular agent framework combining LLMs and Tools

Project description

agents-for-all

Modular agent framework combining LLMs and tools.

Built with uv Test Coverage Python 3.10 Python 3.11 Python 3.12 Python 3.13

Designed to help developers quickly build task-solving agents using large language models and pluggable toolchains.


✨ Features

  • 🔌 Pluggable tool architecture
  • 🤖 LLM integration (OpenAI, etc.)
  • 🧪 Built-in testing with pytest
  • 📝 Documentation support via sphinx
  • ⚡ Fast dependency management using uv

🚀 Getting Started

Prerequisites

  • Python 3.10+
  • uv installed:
    curl -Ls https://astral.sh/uv/install.sh | sh
    

Installation

Create a virtual environment and install dependencies:

uv sync

🧪 Running Tests

uv run pytest

📚 Documentation

To build the Sphinx docs (if configured):

uv run sphinx-build docs docs/_build

🛠 Project Structure (Sample)

agents_for_all/
├── agent.py           # Agent class
├── tools/             # Modular tools the agent can use
├── llms/              # Collection of LLMs the agent can connect to
├── tests/             # Pytest test cases
├── README.md
├── pyproject.toml
└── .gitignore

🤝 Contributing

  1. Fork this repository
  2. Create your feature branch (git checkout -b feature/YourFeature)
  3. Commit your changes (git commit -am 'Add YourFeature')
  4. Push to the branch (git push origin feature/YourFeature)
  5. Create a new Pull Request

📄 License

Apache License 2.0


🔗 Links

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