"This antibiotic is absorbed more efficiently when it is taken on an empty stomach or with food or milk if it causes stomach upset. Common side effects of Cephalexin. Cephalexin may decrease the ability of your blood to clot. Cephalexin may be given on an empty stomach or with food or milk if it causes stomach upset."