{"repo":"vmlinuzx/llmc","free":true,"listed":false,"github":"https://github.com/vmlinuzx/llmc","clone":"git clone https://github.com/vmlinuzx/llmc.git","description":"One stop shop - Local-first RAG stack with intelligent polyglot-code/docs, remote code execution, local llama enrichment, progressive disclosure tools, mcp server, sandboxed security.","language":"Python","stars":35,"topics":["cli","code-search","developer-tools","llm","local-llm","rag","retrieval-augmented-generation","tui"],"license":"MIT","category":"ai-agents","readme_excerpt":"# LLMC: Large Language Model Compressor Stop burning money on LLM tokens. Get 70-95% cost reduction through local RAG, intelligent routing, and containerized security. --- ⚡ What is LLMC? LLMC is a local-first RAG (Retrieval Augmented Generation) engine and intelligent router designed to drastically reduce the cost of using Large Language Models with your codebase. Instead of sending your entire codebase to Claude or GPT-4, LLMC indexes your code locally, finds the exact relevant snippets (functions, classes, docs), and sends only what matters . 🚀 Quick Start Get up and running in seconds. 1. Install 2. Index Your Code 3. Save Money --- ✨ Key Features Feature Description :--- :--- 💸 Massive Savings Reduces token usage by 70-95% by sending only relevant context. 🔒 Security First New in v0.7.0: \"Hybrid Mode\" for trusted clients (host access) vs. Container Isolation for untrusted LLMs. 🧠 Polyglot RAG Smart parsing (TreeSitter) for Python, TS, JS, Go, Java, and technical docs. 🕸️ GraphRAG Understands your code structure (imports, calls, inheritance) to find related files automatically. 🖥️ TUI Dashboard Terminal UI to monitor indexing, search results, and costs. ⚠️ Work in progress — expect rough edges. 🔌 MCP Support Full Model Context Protocol server to integrate seamlessly with Claude Desktop. --- 🔍 Deep Dive 🛠️ Core RAG Engine Local SQLite Index: Stores text + metadata without external dependencies. Smart Embeddings: Caches embeddings to avoid re-computing unchanged fi","default_branch":null,"files":null,"tree":[],"storefront":"/r/vmlinuzx","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/vmlinuzx/llmc/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."}