It stores everything on cheap storage, with no compute associated (i.e. S3) and uses the client to compute the query embeddings and to retrieve the embedding index and to run an indexed search to identify the data to be retrieved, and likewise the client does the work of updating the index structure on writing.

The benefit is that you don't have to pay for the compute part of a database, and the storage layer is as cheap as it could be on the cloud.