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15min chapter
GraphRAG (beyond the hype)
Practical AI
Enhancing Retrieval with Graph and Vector Databases
This chapter explores the integration of graph databases and vector databases, particularly through the use of Kuzu and LanceDB, to improve information retrieval accuracy. The speaker highlights the significance of constructing quality graphs from unstructured data and discusses tools like Llama Index and SpaCy to create effective retrieval augmented generation (RAG) systems.
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Discover
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Listen to the best highlights from the podcasts you love and dive into the full episode