Vector Memory

Vector memory is an external memory system that stores information as dense embedding vectors in a vector database. Retrieval is performed by encoding the query into the same embedding space and finding the nearest neighbors by cosine or dot-product similarity. Vector memory supports semantic recall — finding conceptually related facts even when exact words do not match — and scales to millions of stored facts efficiently.