Just wanted to let every one know that I bought a whole house water pressure regulator and it did the trick. Now I have good pressure at both the shower and the dish sprayer at the kitchen sink.
Here is the address where I got it.
www.rvwaterfilterstore.com/UsefulGadgets.htm