qmd-search

name	qmd-search
description	qmd - Search local markdown notes, documentation, and Claude session history. Use when user says "qmd", "search notes", "find docs", "search sessions", "local search", "knowledge base search", or needs to retrieve markdown files.

qmd - Quick Markdown Search

Fast local search engine for markdown notes, documentation, and Claude session history.

Quick Start

# Keyword search (instant, preferred)
qmd search "authentication flow"

# Get full document
qmd get "path/to/file.md"

# Search specific collection
qmd search "react hooks" -c claude-sessions

Search Modes

qmd search (Default - Use This)

BM25 keyword matching. Instant results.

qmd search "error handling"
qmd search "typescript generics" -n 10
qmd search "api design" --json

qmd vsearch (Use Sparingly)

Vector similarity search. Slower - loads local models on each run.

qmd vsearch "concepts similar to dependency injection"

qmd query (Avoid)

Hybrid search with LLM reranking. Slowest, often less reliable.

Common Commands

Search

qmd search "query"                    # default keyword search
qmd search "query" -n 10              # more results
qmd search "query" -c collection      # specific collection
qmd search "query" --json             # JSON output
qmd search "query" --files            # file paths only
qmd search "query" --full             # full document content
qmd search "query" --all --min-score 0.3  # all matches above threshold

Retrieve Documents

qmd get "path/to/file.md"             # full document
qmd get "path/to/file.md:50"          # from line 50
qmd get "path/to/file.md" -l 100      # max 100 lines
qmd multi-get "journals/2025-01*.md"  # glob pattern
qmd multi-get "doc1.md, doc2.md"      # multiple files

Collections

qmd collection list                   # show all collections
qmd collection add /path --name notes --mask "**/*.md"
qmd ls                                # list files in collections
qmd ls collection-name                # list files in specific collection

Maintenance

qmd status                            # index health
qmd update                            # re-index changed files
qmd embed                             # update vector embeddings

Output Formats

Flag	Description
--json	JSON with snippets
--files	docid, score, filepath, context
--csv	CSV output
--md	Markdown output
--xml	XML output
--full	Complete document content

Search Options

Option	Description
-n <num>	Number of results (default: 5)
-c, --collection <name>	Filter to collection
--all	Return all matches
--min-score <num>	Minimum similarity score
--line-numbers	Add line numbers

Guidelines

• Prefer qmd search - instant BM25 keyword matching
• Use qmd vsearch sparingly - slow due to model loading
• Avoid qmd query - hybrid search often unreliable
• Use --json or --files for agent-friendly output
• Use -c collection to narrow scope when you know the target

Index location: ~/.cache/qmd/index.sqlite