Change email address messages sent from

I know this must be something super simple, and perhaps I am just missing it somehow, but how can I change what address the messages are sent from. It is fine if it is a site wide thing. Is that a server thing? Right now it is coming from an address like

I would like the users to be able to directly respond to the messages...

Thanks for your help!