Mix pumpkin, sugar, vegetable oil, egg. In a separate bowl, combine flour, baking powder, cinnamon and salt. Dissolve soda with milk and stir. Add the flour mixture to the pumpkin and mix well. Add vanilla, chocolate slices and nuts.
Put a cookie on a baking dish with a spoon and bake for 10 minutes at 180 degrees.