Beat the egg whites until stiff but not dry.
Slowly add the sugar, and beat for another 5 or so minutes.
Fold in the almonds and vanilla, and place spoonfuls of the mix onto a greased oven tray.
Bake at 180 degrees Celsius for about 20 minutes or until the biscuits begin to colour.