In a large bowl, combine cheese, milk, oil, sugar and salt. Sift baking powder with flour and add to cheese mixture. Stir well and then knead lightly for about 5 minutes to form a smooth ball. Set aside for 10 minutes.
Melt butter in a heavy saucepan. Add sugar and honey and stir constantly over medium heat until mixture is thick and coats a wooden spoon. Add almonds. Remove from heat and add vanilla.