Agentic RAG Explained: The Blueprint for AI That Retrieves, Reasons, and Acts

In this episode, we break down "SoK: Agentic Retrieval-Augmented Generation (RAG): Taxonomy, Architectures, Evaluation, and Research Directions" by Saroj Mishra, Suman Niroula, Umesh Yadav, Dilip Thakur, Srijan Gyawali, Shiva Gaire.

What we cover: (1) Why RAG Broke and How Agents Fix It (2) The Agentic RAG Blueprint: Taxonomy and Architecture (3) 7 Design Patterns for Building Agentic RAG (4) When Agentic RAG Fails: Hallucinations, Poisoning, and Cascading Errors (5) Conclusion: Making Agentic RAG Real

Read the original paper: https://arxiv.org/abs/2603.07379

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