Agentic RAG: Make Chatting with Docs Smarter
In this video, I explain how Agentic RAG improves information retrieval in RAG pipelines, making responses more accurate by refining queries and analyzing retrievals. I walk through implementing this using tools like Transformers agents, and compare it with traditional RAG. Watch to learn how to create detailed and accurate responses with Agentic RAG!
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00:00 Introduction to Retrieval Augmented Generation (RAG)
00:18 Challenges in Traditional RAG
01:02 Introducing Agentic RAG
02:35 Implementing Agentic RAG with Transformers Agents
03:07 Setting Up the Environment
07:13 Building the Retrieval Tool
10:39 Creating the Agentic Loop
13:52 Comparing Agentic RAG with Standard RAG
15:40 Conclusion and Future Content
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