qmd-knowledge
QMD Knowledge Management
QMD (Quick Markdown Search) is an on-device search engine for your knowledge base. It indexes markdown notes, meeting transcripts, documentation, and more, providing fast keyword search, semantic search, and hybrid search with LLM reranking.
Available Tools
| Tool | Best For | Speed |
|---|---|---|
qmd_search |
Exact keywords, known terms | Fast |
qmd_vsearch |
Conceptual queries, fuzzy matching | Medium |
qmd_query |
Best quality, complex questions | Slower |
qmd_get |
Retrieve full document content | Fast |
qmd_multi_get |
Get multiple docs at once | Fast |
qmd_status |
Check index health | Fast |
Search Strategy
1. Start with the right search type
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