qmd

name	qmd
description	Use when searching markdown notes, meeting transcripts, documentation, or knowledge bases from the command line.

QMD - Query Markdown Documents

QMD is an on-device search engine for markdown notes, meeting transcripts, documentation, and knowledge bases.

Usage

qmd search "your query"              # Search indexed documents
qmd index /path/to/docs              # Index a directory
qmd search --semantic "concept"      # Semantic search with embeddings

Features

• BM25 full-text search for keyword matching
• Vector semantic search using local embeddings
• LLM re-ranking for contextual retrieval
• Hybrid approach ideal for agentic workflows

When to Use

Use QMD when you need to search through large knowledge bases, documentation, or notes. It runs entirely locally - no external API calls needed for search.