Index and query local markdown notes with hybrid BM25 and vector search.
npx skills add https://github.com/gquthier/CLAWG --skill qmd-gquthier
Please help me install this Agent Skill. Skill: qmd Source: https://github.com/gquthier/CLAWG/tree/main/optional-skills/research/qmd Command: npx skills add https://github.com/gquthier/CLAWG --skill qmd-gquthier
Indexes and queries personal markdown notes, transcripts, and documents locally with a hybrid search that blends keyword matching, semantic understanding, and LLM reranking while staying offline.
Run qmd to start querying your indexed collections and retrieve relevant results.
High-intent search queries and answers about installing and using this skill.
Index markdown notes locally and query them offline using qmd, which keeps all retrieval and reranking processes private without sending data to external servers.
Hybrid search combines BM25 keyword retrieval, vector semantic search, and optional LLM reranking to deliver highly relevant results from indexed notes and transcripts.
Index transcript collections with qmd to run semantic search locally, using its vector search capabilities to retrieve relevant content on-device without external API calls.
Yes, Node.js 22+ is required to run qmd, along with locally cached models, to perform on-device vector search and document indexing.
qmd provides MCP integration to expose local search capabilities to CLAWG workflows and other tools, allowing external applications to query your indexed markdown collections.
Use qmd's on-device BM25 retrieval to perform private keyword lookups, which indexes personal documentation locally and keeps all search queries offline.
ChimeraFoundationaIndex local markdown notes, transcripts, and docs for hybrid on-device search.
overviewlabsSearch local Markdown collections with hybrid keyword and vector retrieval.
MrGKanevIndex Markdown notes locally and search via keyword, semantic, or hybrid modes.
AdriftnoteSearch a basic-memory knowledge base for similar notes using vector semantics.
