That is the diagnostic connector. Back in the day, its original purpose was for Tesla engineers to be able to connect to the car's communication networks for diagnostics and firmware updates.
Nowadays, with no more firmware updates, the main purpose (as others have pointed out) seems to be connect OVMS.