The movie does a good job of explaining the basics of who the Red Wizards are – they’re an organization of powerful magic users who reside in the country of Thay.

Red Wizards are specialized magicians who hail from the Kingdom of Thay. Originally they were an organization whose members devoted themselves to mastering a single school of magic.