I'm not a big fan of memory-only stores, but I believe sled is entirely in memory. @asonix@lemmy.ml is that correct? Its key-value, so not SQL-like, so maybe not the best for your use case.
I do really recommend using sqlite, or if its server-based, postgres. These aren't written in rust obvi but they have great performance, and there are plenty of rust libraries to talk to them.
Also if your use case is storing text-documents, I def would not use a memory store.