I can't wait to see the vector DBs we're going to have 5 years from now when everyone needs to serve their embeddings. It's clearly early but frothy right now.
Also check out this similar co I ran into: https://www.pinecone.io/ (the CEO, EL, has some classic sketches and feature hashing papers).