There's a pretty good write up on running sqlite on an STM32 here: https://github.com/luismeruje/SQLite-STM32

Keeping in mind that STM32 is on the high end of what you might call embedded, and the writeup is pretty clear that it barely fits/works there, lots of caveats, etc.