Retrieval Augmented Generation (RAG) is one of the most popular applications of generative AI and LLMs. Enhancing retrievers is key to improve quality of RAG conversational assistants. In this talk, I will walk you through the main components of RAG systems and dive intro five practical techniques to improve the retrieval quality.