qmd

Overview

Local search and indexing CLI tool with BM25, vector search, and reranking capabilities.

Key Features

• Indexing of local files
• Search using BM25, vector search, and hybrid search
• Reranking using Ollama embeddings

How It Works

Use qmd to index local files and search them. Indexing can be done using qmd collection add and updating the index using qmd update. Search can be done using qmd search for BM25, qmd vsearch for vector search, and qmd query for hybrid search.

Use Cases

• Search local documentation files
• Index and search local code files
• Use reranking for more accurate search results