Click the Address Book icon next to an mail address to add that address to your address book.
You will see a confirmation message that the address has been added.
If you want to add information, such as a nickname or postal address, to the new address book entry, you can edit the entry. Only the available information, such as mail address and possibly name, will be added for now.