either you are totally unaware about the usage of Agent Orange and it's color relatives, or you might have reasons to believe that a herbicide isn't a chemical substance
It is a defoliant. And like DDT, Red Dye #3, and saccharine was believed at the time to be safe to humans.
By your definition, if we had sprayed the jungles with artificial sweetener, that would have been the use of chemicals also.