If your data aren't too large, you can use faiss-cpu and pickle

https://pypi.org/project/faiss-cpu/

For the uneducated, how large is too large? Curious.

Shoud it be:

If the total size of your data isn't loo large...?

Data being a plural gets me.

You might have small datums but a lot of kilobytes!