CodeDocs is an automated code documentation system that analyzes code snippets and generates JSON-formatted documentation.It uses Google's Gemini-2.0-Flash model and a FAISS vector database for context-aware code retrieval.CodeDocs offers both structured JSON explanations and creative story mode for code analysis.The project aims to assist developers in understanding and documenting code efficiently.