power supply for LED strip

hello.

i am designing an LED night light, but I am looking for a tiny (as small as possible) power supply. It has to power an LED strip i bought from here:

http://www.ledwholesalers.com/store/index.php?act=viewProd&productId=469

the specs on what it needs to run the LED strip are at the bottom. my goal is to find the smallest power supply I can find so I can embed it inside the nightlight and just have the prongs to plug in the wall exposed. the smaller the better. the smallest I have been able to find on the web is this. unfortunately I do not know enough about electronics to make my own yet:

dimensions: 32X18X65mm (WXHXD)
http://www.alliedelec.com/search/productdetail.aspx?SKU=8002805

i thought i would see if you may have any suggestions.

hb