We develop a new K-homology theory which works for general locally convex algebras. We compute the K-homolgy groups for the important example of the Weyl algebra and find that the result gives the expected connection with cyclic homology under the Chern-Connes character. The Weyl algebra is a very fundamental object in noncommutative geometry.