You can't delete it, but you can hide it so it doesn't appear at the bottom of the page. There is a link just above the chat archive that allows you to do this.
(hide) Keep your Inbox clean by Archiving important messages and regularly using the Delete All Messages in your Inbox option. (pauloaguia) (show all tips)