I am currently looking at the different vector databases.
FAISS is suggested as the most easy one, with no overhead (like sqlite I guess).
My problem: there are two versions and libraries: cpu and gpu
I now have a new computer with a nice gpu and I guess I would get some nice performance improvement by using the gpu version. But somehow it does not work for Windows. Or does not work in general.
Anybody knows how I can get this to work?
Anybody knows what local vector database and python-client-library works best with gpu?
pinecone is using a cloud db, right? chroma also? cassandra also?