Vector Database

A vector database is a specialized database designed to store and manage high-dimensional vectors efficiently. These vectors often represent data points in a multi-dimensional space, which is essential for applications like machine learning and artificial intelligence. The main characteristics of vector databases include their ability to perform similarity searches, handle large datasets, and provide fast retrieval times. Common use cases include recommendation systems, image and text search, and natural language processing tasks where semantic similarity is crucial.