Should I change my doubles partner?

My best friend and I are both on the tennis team. Over the summer, I got pretty good and she didn't. We have always been doubles partners, but my coach suggested that I play with a better partner. Should I take the offer? I really want to win more games in doubles, and to play more challenging people, but I'm afraid that my friend will see this as a betrayal.