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Enhancing AI with GraphRAG: A Deep Dive into Knowledge Graph-Powered RAG
In this episode, we explore GraphRAG, Microsoft’s advanced approach to Retrieval Augmented Generation (RAG) powered by knowledge graphs. Learn how GraphRAG addresses traditional RAG’s limitations, using entity relationships and vector databases like Milvus for precise, multi-hop reasoning and complex data handling. Ideal for AI enthusiasts and developers, this deep dive uncovers how GraphRAG improves accuracy in AI-driven responses for complex queries.
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By Ali MehediIn this episode, we explore GraphRAG, Microsoft’s advanced approach to Retrieval Augmented Generation (RAG) powered by knowledge graphs. Learn how GraphRAG addresses traditional RAG’s limitations, using entity relationships and vector databases like Milvus for precise, multi-hop reasoning and complex data handling. Ideal for AI enthusiasts and developers, this deep dive uncovers how GraphRAG improves accuracy in AI-driven responses for complex queries.