Preheat your oven to 350 degrees. In a large bowl combine the cake mix, butter, eggs, oil, and vanilla. Mix until smooth. Fold in the baking chips. Drop spoonfuls of batter onto ungreased cookie sheets. Bake for 8 to 10 minutes. Cool slightly on cookie sheets prior to transferring to cooling racks.