{"repo":"sagarmk/beacon-plugin","free":true,"listed":false,"github":"https://github.com/sagarmk/beacon-plugin","clone":"git clone https://github.com/sagarmk/beacon-plugin.git","description":"Semantic code search plugin for Claude Code using hybrid vector search + BM25. 98% accuracy, 5x faster than grep.","language":"JavaScript","stars":42,"topics":["bm25","claude-code","claude-code-plugin","code-search","developer-tools","embeddings","ollama","rag","semantic-search","vector-search"],"license":"MIT","category":"ai-agents","readme_excerpt":"Beacon Turn Claude Code into Cursor. Semantic code search that understands your codebase — find code by meaning, not just string matching. Quick Start · Usage · Models · Commands · Config · Examples --- 98.3% accuracy · 5x faster than grep · 20-query benchmark on a real codebase --- Quick Start 1. Install Ollama (local embeddings, free) 2. Install the Beacon plugin 3. Start Claude Code That's it. On first session start, Beacon will: 1. Install npm dependencies automatically (native modules like better-sqlite3 — takes a few seconds) 2. Index your codebase in the background No npm install , no manual setup. Just install and go. Usage After installing, Beacon indexes automatically on session start. Here's the essentials: Force a full re-index Deletes existing embeddings and rebuilds from scratch — useful after switching models or if the index gets stale. Check index health For a quick numeric summary: Search your codebase Hybrid search combines semantic similarity (understands meaning), BM25 keyword matching , and identifier boosting — so searching \"auth flow\" finds code about authentication even if it never uses the word \"auth\". Options: --top-k N (results count), --threshold F (min score), --path (scope to directory), --no-hybrid (pure vector search). --- Embedding Models Beacon runs on open-source models by default — no API keys, no cloud costs, fully local via Ollama. Model Dims Context Speed Best for ------- ------ --------- ------- ---------- nomic-embed-text (default) 768","default_branch":null,"files":null,"tree":[],"storefront":"/r/sagarmk","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/sagarmk/beacon-plugin/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."}