Almond flour is simply ground almonds. It can be found in the baking aisle of some markets and in health food markets. You also might find it in markets that sell items from bulk barrels.
If you are preparing this recipe asgluten-free, just be sure to use brands of chocolate chips and vanilla that are known to be GF.