qmd - Quick Markdown Search Local search engine for Markdown notes, docs, and knowledge bases. Index once, search fast. When to use (trigger phrases) - "search my notes / docs / knowledge base" - "find related notes" - "retrieve a markdown document from my collection" - "search local markdown files" Default behavior (important) - Prefer (BM25). It's typically instant and should be the default. - Use only when keyword search fails and you need semantic similarity (can be very slow on a cold start). - Avoid unless the user explicitly wants the highest quality hybrid results and can tolerate lonβ¦