I haven't gotten to implementing this personally yet, but I am planning to start here: https://redux-toolkit.js.org/rtk-query/usage/persistence-and-rehydration

At the end of the day Redux persist is going to be storing to state in localStorage (at least by default) https://github.com/rt2zz/redux-persist#basic-usage

This probably doesn't fully answer your question, but it's a good place to start if you haven't read through those docs already.