Vector Databases vs. Knowledge Graphs: Choosing the Right Tool for RAG

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Intelligent Insights

Praveen Ravi

17 episodes

3 weeks ago

Welcome to Intelligent Insights, the podcast where we explore the latest advancements in artificial intelligence, machine learning, and data science. Join us as we dive deep into the world of Retrieval-Augmented Generation (RAG), language models, and cutting-edge AI applications transforming industries from education to technology. Whether you're an AI enthusiast, tech professional, or just curious about the future of intelligent systems, Intelligent Insights brings you clear explanations, expert interviews, and practical insights to help you stay informed and inspired.

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Vector Databases vs. Knowledge Graphs: Choosing the Right Tool for RAG

Intelligent Insights

18 minutes 20 seconds

11 months ago

Vector Databases vs. Knowledge Graphs: Choosing the Right Tool for RAG

Dive into the debate between vector databases and knowledge graphs in powering RAG systems. Discover their unique strengths, key differences, and the scenarios where each excels. We also explore the emerging hybrid approach that combines the best of both worlds for enhanced AI-powered retrieval.