It sounds like you have a leak either in a hose or the power steering pump. Here is a guide that you can use to run down your problem. Let us know what you find out and we can go from there.
Repair Safety Notice: This information is for general instructional purposes only. Vehicle repair can be dangerous. Verify all information, follow manufacturer service procedures, use proper tools and safety equipment, and consult a qualified repair shop when needed.