We discuss the Lp multiplier theorem for a semigroup acting on vector valued functions. A typical example is the Hodge-Kodaira operator on a Riemannian manifold. We give a probabilistic proof. Our main tools are the semigroup domination and the Littlewood-Paley inequality.