The post delves into the evolution of Retrieval Augmented Generation (RAG) architectures, discussing their development from Naive RAG to advanced techniques, including Cache Augmented Generation (CAG) and Agentic RAG. It highlights the challenges addressed at each stage, advanced methods to improve accuracy, and the potential future advancements in RAG systems.
Table of contents
The emergence of Naive RAG.Moving pieces in the Naive RAG system.Advanced techniques to improve Naive RAG.The brief emergence of Cache Augmented Generation.Agentic RAG.Wrapping up.5 Comments
Sort: