Yay, this is such great news !! I remember the creators saying that the 3rd book would definitely be the last. Though because of its popularity, and large demand for a continuation, a 4th season is supposedly in the works ^__^.
http://www.allvoices.com/contributed-news/6168380-avatar-the-last-airbender-season-4-coming-soon