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nano-graphrag — Minimal GraphRAG Implementation

A minimal implementation in ~800 lines of Python, ideal for learning.

GitHub2024Source

nano-graphrag implements the core GraphRAG pipeline in approximately 800 lines: text chunking, entity extraction, knowledge graph construction, community detection, and multi-strategy querying. Designed for educational purposes and rapid prototyping.

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nano-graphragminimalpythonlearninglightweight