Get professional help immediately. Any/all of your reservations against doing so are misplaced.

We can't tell you what meds to take, which exercises to do, which foods to eat or avoid, or what lifestyle changes to make. Different people experience depression for different reasons, and for _no reason at all_.

See a pro.