Vector Database A simple guide for getting started with vector database from the traditional database perspective The rapid growth of machine learning applications and advancements in artificial intelligence have spurred the demand for specialized data storage solutions. Vector databases have emerged as a popular choice for handling large-scale, high-dimensional data due to their ability to perform efficient similarity searches and support complex data structures.