You pay all costs and follow all normal timing rules for cards played from exile this way. For example, if the exiled card is a creature card without flash, you may cast it only during your main phase while the stack is empty.

If any of the cards are land cards (perhaps because they were lands that had become creatures), you can play them from exile, following the normal timing rules for playing lands.