You can still have chemistry on screen without getting on with the person. But it just makes your job a lot easier if you don't have to gird your loins, if that's not quite the right phrase, every time you're going to do a scene with that person.
“If there is a single quality that is shared by all great men, it is vanity.”
“I believe we can continue the Great Society while we fight in Vietnam.”