Oooh, fun, vicarious shopping! :)
Puppy Kong (of all the kongs, this is probably the best one for teething. they're great for keeping a bored puppy occupied and out of your hair, lol! Janet's totally right, don't get the paste) http://www.dog.com/itemdy00.asp?T1=311425%202S
Toothbrush and toothpaste (it's great to get them used to brushing early, and regular brushing will save you a lot in vet bills)
http://www.dog.com/itemdy00.asp?T1=311310%20001
http://www.dog.com/itemdy00.asp?T1=220419
You definitely don't want to forget ID tags!
http://www.dog.com/itemdy00.asp?T1=100505%20BON
Natural Balance rolls can be great to crumble and use as training treats
http://www.petco.com/product/15239/***-Van-Patten-s-Natural-Balance-Dog-Food-Rolls-Turkey-Rice.aspx
And some nice books to read to get you off on the right "paw" with your new friend!
The Other End of the Leash
http://www.amazon.com/Other-End-Leash-Patricia-McConnell/dp/034544678X/ref=pd_bbs_sr_1/002-5671218-6174461?ie=UTF8&s=books&qid=1193504190&sr=8-1
Don't Shoot the Dog
http://www.amazon.com/Dont-Shoot-Dog-Karen-Pryor/dp/1860542387/ref=pd_bbs_sr_1/002-5671218-6174461?ie=UTF8&s=books&qid=1193504263&sr=1-1
On Talking Terms with Dogs: Calming Signals
http://www.amazon.com/Talking-Terms-Dogs-Calming-Signals/dp/1929242360/ref=pd_sim_b_shvl_img_4/002-5671218-6174461
Enjoy your new pup, and welcome to the boards :)