Auto-Documenting Codebases Using LLMs and Language Parsers
Introduction In this blog, I want to share a documentation approach that leverages Large Language Models (LLMs) to transform a completely undocumented or partially documented codebase into a well-documented one. By combining LLMs with language-specific parsers, we can extract function definitions and send each function, along with its surrounding “context,” to the LLM for generating documentation. While the method isn’t perfect, it provides a solid starting point for automating code documentation. ...