qmd▌

Local keyword and semantic search for indexed Markdown collections with three search modes. \n \n Supports three search modes: qmd search (fast BM25 keyword matching, typically instant), qmd vsearch (semantic similarity via local embeddings, slower), and qmd query (hybrid with LLM reranking, generally slowest) \n Index Markdown collections once with qmd collection add , then search across multiple files or retrieve specific documents by path or ID \n Includes maintenance commands ( qmd update ,

Local markdown search engine supporting keyword, semantic, and hypothetical-document queries across indexed collections. \n \n Three query types: lex (BM25 keyword matching), vec (semantic/natural language), and hyde (hypothetical document answers) with optional auto-expansion and intent-based disambiguation \n Accessible via MCP tools ( query , get , multi_get ), CLI commands, and HTTP API on port 8181 \n Supports collection filtering, phrase matching, term exclusion, and result reranking via r