LightRAG is an innovative retrieval method that integrates graph-based reasoning and semantic search to enhance the capabilities of retrieval-augmented generation systems. It utilizes a dual-level approach with knowledge graphs and vector databases to deliver more accurate and contextually relevant results, making it ideal for

32m read timeFrom medium.com
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Document Preparation PhaseSemantic Enrichment PhaseRetrieval Process: A Dual-Level Hybrid Strategy

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