What Is a Vector Database and Why Does It Matter for AI

A vector database stores data as arrays of numbers, called vectors, that capture the meaning behind unstructured content like images or text. This approach helps bridge the semantic gap—the difference between how computers store data and how people understand it. For example, a photo of a sunset gets stored not just as a file, but as a set of numbers th…