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Nikolaos Vasiloglou on Knowledge Graphs and Graph RAG

The InfoQ Podcast

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Exploring Knowledge Graphs and RAG

This chapter examines essential concepts of knowledge graphs and retrieval-augmented generation (RAG), highlighting their importance in enhancing information retrieval and question answering. It discusses emerging use cases for Graph Retrieval Augmentation (GraphRAG), the challenges faced in system development, and the distinctions between vector-based and graph-based RAG solutions.

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