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Contributing

We welcome contributions! This is an experimental research fork of LangChain with new self-improving agent capabilities.

Development Setup

pip install -e libs/core
pip install -e libs/langchain

Code Style

  • Follow LangChain's existing patterns (type hints, docstrings, Pydantic models)
  • Use typing_extensions for override decorator
  • All new public API must be exported in the relevant __init__.py
  • New components in langchain_core should have minimal dependencies

Testing

python -m pytest libs/langchain/tests/unit_tests/agents/test_meta_reflect_core.py -v

Pull Request Process

  1. Ensure tests pass
  2. Update RESEARCH.md if your change is research-backed
  3. Update README.md quickstart if applicable
  4. Make sure __all__ exports are complete in all modified __init__.py files