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I built a knowledge system that gives AI perfect codebase memory
Semantic code searcher and codebase utility. Contribute to Muvon/octocode development by creating an account on GitHub.
It combines advanced AI capabilities with local-first design to provide deep code understanding, relationship mapping, and intelligent assistance for developers. Natural language queries across your entire codebase Multi-mode search (code, documentation, text, or all) Intelligent ranking with similarity scoring Symbol expansion for comprehensive results 🏠 Local-first option: FastEmbed and SentenceTransformer run entirely offline (macOS only) 🔑 Secure storage: API keys stored locally, environment variables supported 📁 Respects .gitignore: Never indexes sensitive files or directories 🛡️ MCP security: Server runs locally with no external network access for search 🌐 Cloud embeddings: Voyage AI and other providers process only file metadata, not source code
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