Cohesive forces are the intermolecular forces that hold similar molecules together, like water molecules bonding to other water molecules, whereas adhesive forces occur between dissimilar molecules, such as water molecule bonding to a glass surface. These forces play a crucial role in phenomena such as capillary action, surface tension, and the wetting properties of liquids on different surfaces.