Why isn’t Chocolate considered a vegetable, if Chocolate comes from koko beans, and all beans are a vegetable?

Quite the philosophy.

No, sorry. koko trees grow koko pods, and in the pods are koko seeds. And seeds are not vegetables.

Science aside:

Coz Chocolate tastes good.

Because it's better than vegetables. xD