Advanced RAG 01: Small-to-Big Retrieval

This article explores advanced techniques to optimize the RAG workflow and address challenges in naive RAG systems. It introduces the concept of small-to-big retrieval and explains two primary techniques: smaller child chunks referring to bigger parent chunks and sentence window retrieval. The article also provides code examples using LlamaIndex and discusses future blog posts on advanced RAG techniques.