Consumables are items that are, well, consumed on use. They come in several varieties, the most prominent of which are food and potions. Food affects you at a certain rate for its duration while potions take effect instantaneously.
Some objects, like apples and loot bags, can be interacted with to give you an item. Look out for objects that highlight when your crosshair passes near them.