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Home » LightRAG
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Build a Lightweight Graph-Based RAG System with LightRAG and Python

October 9, 2026
Standard vector RAG fails when queries require multi-hop reasoning across docs, while enterprise GraphRAG setups run up massive token bills. Learn how to build a lean, dual-level Graph RAG pipeline in Python with LightRAG.
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