Advanced Retrieval for AI with Chroma

Information Retrieval (IR) and Retrieval Augmented Generation (RAG) are only effective if the information retrieved from a database as a result of a query is relevant to the query and its application. Too often, queries return semantically similar results but don’t answer the question posed. They may also return irrelevant material which can distract the LLM from the correct results. This course teaches advanced retrieval techniques to improve the relevancy of retrieved results. The techniques covered include: 1. Query Expansion: Expanding user queries improves information retrieval by…