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qmd

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Hybrid local search over notes, docs, and transcripts.

optional-skills/research/qmd/SKILL.md

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Last checked
Nov 9, 2026

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262,434
Repository last updated
Nov 10, 2026
License
MIT

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# QMD — Query Markup Documents

Local, on-device search engine for personal knowledge bases. Indexes markdown
notes, meeting transcripts, documentation, and any text-based files, then
provides hybrid search combining keyword matching, semantic understanding, and
LLM-powered reranking — all running locally with no cloud dependencies.

Created by [Tobi Lütke](https://github.com/tobi/qmd). MIT licensed.

## When to Use

- User asks to search their notes, docs, knowledge base, or meeting transcripts
- User wants to find something across a large collection of markdown/text files
- User wants semantic search ("find notes about X concept") not just keyword grep
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