When building new services with generative AI and using RAG (Retrieval augmented generation) one important piece is the use of vector databases to optimize search capabilities. In this session, Marius will go in-depth into what a vector database is, cover the architecture and design of the different options, and how we combine it with Generative AI to provide an optimized user-experience.