How trained is your therapist? If he is a licensed psychologist, and has been seeing you for 2 years, I would trust him.
He has your best interest in mind, and has proven it I hope. The psych nurse only does one thing, and that's push meds. (Like if you go to a surgeon guess what? They'll recommend surgery.)
But if you feel the meds will help you, they will.