Entity — qmd

A local markdown search engine — an optional search tool once the LLM Wiki grows in scale.

Summary

qmd is a local search engine for markdown files, combining BM25 + vector search with LLM re-ranking, all on-device. It offers a CLI (the LLM can shell out to call it) and an MCP server (the LLM can use it as a native tool).

Role in the LLM Wiki

Per the gist: the index file suffices at small scale; once the wiki grows and you want proper search, qmd is a good option. You can also vibe-code a simple search script yourself.

Related

• index-and-log — the index is a no-infrastructure entry-level search
• three-operations — the query operation benefits from search