Shypd.aiThe largest open index of AI toolsautodoc is an experimental toolkit for auto-generating codebase documentation using Large Language Models (LLMs). It indexes git repositories and calls an LLM to write documentation for each file and folder, which can then be queried via a CLI tool.
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About
Autodoc is an experimental toolkit designed for developers to automatically generate codebase documentation for git repositories using Large Language Models such as GPT-4 or Alpaca. It works by indexing repository contents through a depth-first traversal and then calling an LLM to create documentation for individual files and folders. These generated documents can be combined to describe system components and their interactions. The documentation resides within the codebase, ensuring it travels with the code. Developers can use a CLI tool to query the codebase and receive specific answers with reference links to code files. Future plans include re-indexing documentation as part of CI pipelines for up-to-date content and supporting self-hosted models like Llama. The tool is currently in early development and functional, but not yet production-ready.
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