Yeah, I think so. However I don't know if it can scale as well as faiss

> Some solutions could be to cluster your database embeddings, use sparse matrices, use approximate KNN, add some explore-exploit heuristics

Pretty sure Faiss can help with that

Edit:

I'd recommend this Course to anyone who wants to try it out.