A vector database is a type of database that stores and manages unstructured data, such as text, images, or audio, in vector embeddings (high-dimensional vectors) to make it easy to find and retrieve similar objects quickly. They are becoming popular because of their ability to enable large language models (LLMs) to generate more relevant and coherent text based on an AI plugin.