DocRAG Documentation RAG

Example Use Cases

• 1

  Search and retrieve technical documentation efficiently.

• 2

  Integrate documentation search within Claude Code via MCP.

• 3

  Ingest and index local or web-scraped documentation sources.

Description

DocRAG is a lightweight Python package that enables large language models to search and retrieve relevant technical documentation on-demand via an MCP server. It supports local vector databases with efficient embeddings, easy ingestion of documentation from local or scraped sources, and integration with Claude Code. This facilitates seamless access to project-based documentation collections, improving developer productivity and knowledge retrieval.