To set up an email account in GNOME Evolution, you need to provide your email address, username, password, and the incoming and outgoing mail servers. You can do this by launching Evolution and going to the Edit menu, then selecting Preferences and Mail Accounts. From there, you can add a new account by clicking the Add button.