I want to break up with my boyfriend. I think?

I'm dating a really sweet, kind ,caring guy. The thing is , for some reason I find that I'm no longer physically attracted to him. Should I stay in a relationship that I only feel on a platonic level? I don't want to break his heart, but ever since he went away to college, things have been different and I'm not sure what to do.