AWS has announced general availability of native vector search in DynamoDB, where embeddings live alongside operational data and a SearchVectors API returns nearest neighbors. If your data already lives in DynamoDB, this is the end of the sync pipeline to a dedicated vector store.

AWS announced general availability of vector search in DynamoDB on July 30, 2026. If your operational data already lives in DynamoDB, you can drop your dedicated vector database — and the synchronization pipeline that comes with it.