GraphRAG on a Mac
Graph-based retrieval-augmented generation (Microsoft) · Knowledge & Memory
GraphRAG is Microsoft's open-source pipeline that turns a text corpus into a knowledge graph; extracting entities/relationships, building community summaries (Leiden clustering), then answering with global or local graph search for far better reasoning over large/connected datasets than plain vector RAG. Python: pip install graphrag, index your docs, then query. Pairs with any LLM + an embeddings model. MIT.
Run GraphRAG with FrontierStack
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Run it from your Mac.
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