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GraphRAG (beyond the hype)
Sep 25, 2024
Prashanth Rao, an AI engineer at Kuzu known for his expertise in graph databases, joins the discussion to unravel the complexities of GraphRAG. He delves into the practical applications of graph databases, particularly in healthcare and finance. The conversation highlights how integrating graph and vector databases enhances information retrieval. Prashanth also shares insights on the evolution of retrieval augmented generation, focusing on how advanced techniques can improve the accuracy of AI models.
55:02
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Quick takeaways
- Graph databases like Kuzu outperform traditional relational databases by efficiently managing complex data relationships using nodes and edges.
- Retrieval Augmented Generation (RAG) enhances natural language tasks through combined retriever and generator models, optimizing information retrieval accuracy.
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Flexibility and Advantages of Fly.io
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