Going crazy with crying baby

A
I think I'm going crazy! My baby boy is 3 weeks old and he literary cries every time he is awake. I took him to the doctor and he said its gases so he changed formula, medication for gases. I mean I've tried everything and he still cries! Is he just a crier or is there something I can do so he can be a peaceful baby lol