{"repo":"itsmostafa/qi","free":true,"listed":false,"github":"https://github.com/itsmostafa/qi","clone":"git clone https://github.com/itsmostafa/qi.git","description":"query search engine cli for humans and ai agents","language":"Go","stars":39,"topics":["ai","ai-agents","claude","claude-code","knowledge","knowledge-base","rag","search-engine"],"license":"MIT","category":"ai-agents","readme_excerpt":"qi - query engine cli for ai agents and humans Save tokens by delegating some of your AI Agent's work to qi. Agent skills included. - ⚡ Ultra-fast indexing - ⚡ Lower tokens + latency - 🧠 Better reasoning (agents focus on thinking, not retrieval) - 🔒 Fully local + offline - 🧩 Works with Ollama, LM Studio, Claude, OpenAI, MLX, etc. Features - Blazing-fast full-text search — BM25 via SQLite FTS5, no external search engine required - Flexible vector search — embeddings stored and queried on your machine; works with Ollama, LM Studio, llama.cpp, or OpenAI's SOTA models. - Hybrid search with RRF fusion — combines BM25 and vector rankings for results that are both precise and semantically aware - LLM-powered Q&A with citations — ask questions in plain English and get grounded answers pointing back to your actual documents - Smart chunking — breakpoint scoring prioritizes headings, code fences, and paragraph boundaries so chunks stay meaningful, not arbitrary - Zero-dependency storage — a single SQLite file holds your entire index; content-addressable blobs (SHA-256) eliminate duplicates automatically - Works offline, always — vector search and Q&A are optional enhancements; BM25 search works out of the box with no providers configured Install Or via go install : Claude Code Plugin qi is available as a Claude Code plugin. Add the marketplace and install with: Quickstart Commands Command Description --- --- qi init Create config and database qi index [path\\ collection] Index direct","default_branch":null,"files":null,"tree":[],"storefront":"/r/itsmostafa","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/itsmostafa/qi/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}