There is absolutely no reason why you cannot exercise during pregnancy.
I would suggest perhaps having a chat to the PT at your local gym and ask them to give you some exercises you can do at home. They will also teach you how to do them safely.
But there is no reason at all you can't do even moderate to even some heavy exercise while pregnant.