Building an Advanced Agentic RAG System with Langchain, Ollama, and Milvus

Explore the cutting-edge world of Agentic Retrieval-Augmented Generation (RAG) systems in this 31-minute conference talk from Devoxx. Discover how to construct an advanced Agentic RAG system using open-source technologies like Langchain, Ollama, and Milvus. Learn about various strategies for empowering RAG with automated decision-making capabilities, including internet browsing, self-reflection, and self-grading on retrieved documents. Witness a live demonstration showcasing the end-to-end workflow and performance of an Agentic RAG system. Gain valuable insights into building sophisticated RAG systems using open-source tools, suitable for both experienced developers and newcomers to the field.

Build an Agentic RAG system using Langchain, Ollama and Milvus by Stephen Batifol