Walnut flour has a nutty, earthy flavor that elevates the deliciousness of baked goods. It can be used as a nutritional alternative to wheat flour and is an excellent source of protein and fiber. In addition to the delicious impact on the flavor of a recipe, it also adds a slightly coarse textural element to pie crusts, cookies or bread.