Actually in the recent guideline you can find that the Toolbar widget is now replacing ActionBar. Toolbar is just a ViewGroup in which you can place you buttons and other widgets. So it doesn't differ from using a LinearLayout, for example.
The one thing you should do is to use the NoActionBar theme in order to remove the old bar.