Index and search local knowledge bases with hybrid retrieval.
npx skills add https://github.com/travelinman1013/leroys-agent --skill qmd-travelinman1013
Please help me install this Agent Skill. Skill: qmd Source: https://github.com/travelinman1013/leroys-agent/tree/main/optional-skills/research/qmd Command: npx skills add https://github.com/travelinman1013/leroys-agent --skill qmd-travelinman1013
Index and search personal knowledge bases locally using hybrid retrieval (BM25, vector search, and LLM reranking) to avoid cloud dependencies.
Install qmd globally, add your collections, and run your first query.
High-intent search queries and answers about installing and using this skill.
You can index and search personal knowledge bases locally using hybrid retrieval combining BM25, vector search, and LLM reranking, avoiding cloud dependencies entirely.
Hybrid retrieval combines BM25 keyword matching, vector search for semantic similarity, and LLM reranking to deliver high-quality search results from local knowledge bases.
Yes, this Skill supports offline execution by indexing documents, notes, and transcripts locally, utilizing configurable embedding pipelines for vector search and BM25.
Optional MCP integration exposes your local collections and search tools to MCP clients like Hermes Agent, enabling external tool access to your indexed knowledge base.
Yes, it supports indexing and searching across multiple collections, allowing you to manage distinct knowledge bases for notes, transcripts, and project documents.
cdeistopenedIndex and search local Markdown collections with BM25 and vector embeddings.
LauraFlorentinRetrieves relevant documents from a knowledge base to ground responses.
peteromalletConnects Hermes Agent to MCP servers and auto-registers their tools.
math-incIndex and search private notes locally with hybrid retrieval.
