Understanding Retrieval-Augmented Generation

This chapter explores the concept of Retrieval-Augmented Generation (RAG) and its significance within agentic systems. It examines how RAG enhances responses from large language models by integrating data from external sources, while also discussing the use of vector databases and the challenges of structured data handling.