The Risks of Relying on a Single Data Repository for Retrieval Augmented Generation (RAG)
Companies should be wary of relying on single, centralized data repositories like vector databases for RAG, as this introduces significant risks and challenges that must be carefully considered and addressed. In this post we share light onto those risks of over relying on vector databases and more.