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qmd

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Fast, local file indexing and search.

Data & Analytics#indexing#search#CLI#Ollama#vector#BM25#rerank
Authorsteipete
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you quickly index and search local documents, enabling fast retrieval with hybrid BM25 lexical matching and vector-based ranking, with optional reranking.

Core Features & Use Cases

  • Hybrid search: Combines BM25 lexical matching with vector embeddings for relevant results.
  • Local indexing: Builds and maintains an index of your files for fast queries.
  • Embeddings via Ollama: Uses Ollama for embeddings when configured via OLLAMA_URL.
  • Use Case: Quickly locate a specific note or document across thousands of files without manual browsing.

Quick Start

Use the qmd CLI to index local files: qmd collection add /path --name docs --mask "**/*.md" qmd update qmd search "deployment plan"

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: qmd
Download link: https://github.com/steipete/clawdis/archive/main.zip#qmd

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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