They come in many sizes (height) and bloom colors. Very tough and drought tolerant plant.
Here are two pages of different Epimedium. http://www.plantdelights.com/E...
Another great drought tolerant plant that is low growing is violets. They are many of them. Here is a very tiny sample. http://www.edelweissperennials...