Exploring the Implementation of RAG and Retrieval for Language Models

A deep dive into the RAG (Retrieve Augmented Generation) concept, focusing on the integration of large language models with retrieval mechanisms. The chapter discusses the generation of text, hallucinations in language models, and the importance of retrieval in guiding the model's responses through semantic embeddings and knowledge base information.