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Acknowledgments

CodeMap relies on these excellent open-source libraries and models:

Core Dependencies

  • PydanticAI - Unified interface for LLM providers
  • Pydantic - Data validation library for Python
  • Questionary - Interactive user prompts
  • Rich - Beautiful terminal formatting and output
  • Typer - Modern CLI framework for Python
  • Model2Vec - Text embeddings for semantic code analysis
  • Tree-sitter - Robust parsing system for code analysis
  • SQLModel - SQL database integration with Python
  • Qdrant - Vector search engine for semantic analysis
  • PyGit2 - Git repository manipulation
  • Scikit-learn - Machine learning utilities
  • PyGithub - GitHub API integration
  • Docker SDK - Docker container management
  • Watchdog - Filesystem event monitoring

Special Thanks