Open Source Document management AI tools

qmd is an on-device CLI search engine that indexes...

qmd is an on-device CLI search engine that indexes documentation, notes, and transcripts, preserving tree structure to return contextual subdocuments; it supports BM25, vector search, local embeddings, and LLM re-ranking to improve retrieval for LLM workflows.