Optimizing Retrieval and Evaluation in LangChain Expressions

The chapter explores the significance of query database expressiveness for building a RAG system and discusses different stages of the process, such as query transformation, construction, and generation. It highlights strategies like multi-representation indexing for optimizing retrieval processes and emphasizes the importance of running evaluations to avoid overcomplicating projects and enhance system performance.