MongoDB Atlas Vector Search is a managed capability inside the MongoDB Atlas cloud database that stores vector embeddings and executes fast similarity queries. It is aimed at developers and data teams building generative AI, semantic search, and recommendation features that need vector indexing alongside traditional document data.