Streamlit UI and local DB

I want to use Appwrite for automation, like run watchdog service every morning 3 am. Anyone got suggestions, already explored github and documentation no luck. Appreciate any out of box ideas. My current stack: FastAPI, Streamlit for UI and Python for server

you can set a function in appwrite to run on a cron schedule