When using vectors / embeddings models, I think there's a lot of low hanging fruit to be had with non-massive datasets - your support documentation, your product info, a lot of search use cases. For these, the interface I really want is more like a file system than a database - I want to be able to just write and update documents like a file system and have the indexes update automatically and invisibly.

So basically, I'd love to have my storage provider give me a vector search API, which I guess is what Amazon S3 vectors is supposed to be (https://aws.amazon.com/s3/features/vectors/)?

Curious to hear what experience people have had with this.