Retrieval Augmented Generation: Enhancing Language Models

This chapter discusses retrieval augmented generation as a starting point for teams exploring generative AI. It explains how this technique involves incorporating an external data source into a language model, such as a knowledge graph or a system for vector search. The chapter also emphasizes the need for a new set of data engineering and data management tools to deal with unstructured data like PDFs and images.