The easiest way to write something that you want to run once each day would be to create it as a custom Django management command, and then schedule it to run once each day using your systems job scheduler (e.g. cron).
If you are already using Celery, you could set this up using Celery Beats, but if this is the only scheduled task within the system, I wouldn’t both setting up those two components just for this requirement.