Technical definition
Vector database
A data system designed to store embeddings and perform approximate similarity searches.
What It Means
A vector database indexes high-dimensional embeddings for nearest-neighbour retrieval and often combines similarity with metadata filtering. Index choice, recall, latency, and update behaviour affect results.