Almonds are teardrop-shaped nuts, part of a fruit that resembles an apricot. They have a pale tan, woody shell. Sweet almonds are sold whole, in the eaten). The shell of the cashew contains toxic oils, so cashews are always sold shelled, raw or toasted, whole or in pieces, or as a nut butter.