I haven't used it for a while, but imapsync[0] still supports Gmail. With an approach like this you can regularly sync and get your messages in a standard format. Plus you don't have to wrangle those 50GB takeout dumps.

0: https://imapsync.lamiral.info/FAQ.d/FAQ.Gmail.txt