What Is a Vector Database? How AI Stores and Searches Embeddings

Vector databases enable efficient storage, indexing, filtering, and similarity search of embeddings to support AI applications at scale. They operate through a five-stage process from vector generation to returning search results, distinct from traditional relational databases.