The primary purpose of the short intestine in digestion is to facilitate the absorption of nutrients from digested food. The small intestine is lined with villi and microvilli, increasing its surface area for maximum nutrient absorption. This process is essential for providing energy and necessary compounds to the body, significantly impacting overall health and metabolic functioning.