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.
| qmdsearch | Exact keywords, known terms | Fast | | qmdvsearch | Conceptual queries, fuzzy matching | Medium | | qmdquery | Best quality, complex questions | Slower | | qmdget | Retrieve full document content | Fast | | qmdmultiget | Get multiple docs at once | Fast | | qmdstatus | Check index health | Fast |
After searching, use qmdget with the path or docid to fetch full content:
Gestione della conoscenza con QMD (Quick Markdown Search). Cerca, recupera e organizza la tua knowledge base personale, le note, i documenti e le trascrizioni delle riunioni. Da utilizzare quando si chiedono informazioni su note, documentazione, riunioni passate o quando è necessario richiamare informazioni dai file Markdown indicizzati. Fonte: michalvavra/agents.