{"data":{"slug":"edgequake","name":"EdgeQuake","tagline":"Apache-2.0 GraphRAG engine in Rust, runs on local models","category":"agents","categoryName":"AI Agents","url":"https://github.com/raphaelmansuy/edgequake","github":"https://github.com/raphaelmansuy/edgequake","pricing":"open-source","hook":"EdgeQuake turns documents into a graph of entities and relationships, then answers questions by combining vector search with graph traversal — the LightRAG approach, implemented in Rust.","whatsGood":"Apache-2.0 (raphaelmansuy/edgequake), release v0.35.0. A setup wizard detects local model servers — Ollama, LM Studio, MLX or llama.cpp — so it can run fully on your own machine with no API key; OpenAI or Anthropic keys are optional for faster results. Binds to localhost by default. ★~2.2k.","theCatch":"Pre-1.0 with a small group of contributors (about a dozen), so expect breaking changes. Graph quality depends heavily on the model you use for entity extraction — small local models produce thinner, noisier graphs, and the first local run pulls several GB of models. Vs cognee (a more established memory and knowledge-graph layer for agents): EdgeQuake is the lighter Rust option for local GraphRAG.","verdict":"Local-first GraphRAG in Rust — worth a try for private documents, if you can give it a capable extraction model.","addedAt":"2026-10-14","featured":false,"domain":"AI Agents","subSpecialty":"GraphRAG","subcategory":"GraphRAG","tags":["self-host","local-first","permissive","local-llm","vector","active"],"capabilities":["rag","graph"],"surfaces":["Self-host"],"ecosystem":["Rust"],"licenseModel":"Apache-2.0","githubStars":2272,"starsPerWeek":53,"access":"free","archived":false,"repo":{"createdAt":"2025-12-21","pushedAt":"2026-10-18","license":"Apache-2.0","archived":false,"checkedAt":"2026-10-19"}},"related":[{"slug":"claude-code","name":"Claude Code","tagline":"Terminal-first coding agent with deep repository context"},{"slug":"cursor","name":"Cursor","tagline":"The AI-first code editor that understands your codebase"},{"slug":"devin","name":"Devin","tagline":"Autonomous AI engineer for defined engineering tasks"},{"slug":"stagehand","name":"Stagehand","tagline":"AI-native browser automation that mixes code and natural language"},{"slug":"browser-use","name":"Browser Use","tagline":"Open-source framework for LLM-driven browser agents"}],"links":{"self":"/api/gems/edgequake","html":"/gems/edgequake","markdown":"/gems/edgequake.md","category":"/api/gems?category=agents","categoryPage":"/stacks/agents"}}