We discuss several quantum and classical phases that can be realized with molecular and atomic gases with dipolar interactions.  In particular, we have in mind groundstate polar molecules and Rydberg-dressed alkali atoms confined to low dimensions, which are becoming available in experiments.  Various solids and novel supersolid phases are shown to be stable in these systems.