QMD

Keyword Search

Fast BM25 keyword search across your markdown collections

Semantic Search

Vector similarity search using semantic embeddings

Hybrid Search

Best quality search combining keyword and semantic search with LLM reranking (uses more resources)

Add Collection

Create a new indexed collection from a folder of markdown files

Manage Collections

View, edit, rename, and remove collections

Update Collections

Scan all collections for new or changed files and update the index

Add Context

Add a context description to improve search relevance for a collection or document

Manage Contexts

View, edit, and remove context descriptions

Get Document

Retrieve a document by its path or document ID

Status

View index health, collection stats, and embedding status

Generate Embeddings

Generate vector embeddings for semantic search (runs in background)

Cleanup

Remove orphaned data and cache from the QMD index

Reset QMD

Delete all QMD data including collections, contexts, and embeddings (requires confirmation)