## Introduction to Vector Databases in RAG Systems   Retrieval-Augmented Generation (RAG) systems represent a significant advancement in handling complex queries by leveraging the combined power of retrieval mechanisms and generative models. At the heart of these systems are vector databases, which store and manage data in a format that supports high-efficiency similarity search operations […]