As someone who has experienced a lot depression myself and with family, I think the chemical/body mechanism is grossly overstated.
It is a mind problem, but that makes it harder, not easier to address. The only real solution IS "happy, not depressed", but it is terribly difficult to do if you have poor tools and learned patterns.
Medicine can help break up patterns.