If you are putting on the green and the golf ball goes in while the flag is in is that a stroke?

Yes, it is actually a two stroke penalty. If you are putting from off the green's surface, then you will not be penalised. sosgolf.co.za has a link to the Royal and Ancient Rules of Golf.