Turmeric is an essential ingredient that gives curry powder its characteristic yellow color, but it also adds a unique flavor. If you don’t have turmeric on hand, you can leave it out of the recipe. The curry powder will be paler in color and will have a different flavor but you may still enjoy the mix of spices in your own curry powder blend.