3. While the soup cooks make the dumpling dough by whisking together the flour, baking powder, salt and pepper in a bowl. In a separate bowl, stir together the melted butter and buttermilk. Pour the wet mixture into the dry ingredients and stir to combine. Refrigerate the dough until the soup finishes cooking.