folks have toured on all kinds of bikes. The best bike for touring is, much of the time, the bike you already have!
So here's the deal, acupuncture Doc. Go straight to your local REI store, or some other place with a selection of racks and panniers on hand. Test some racks and bags, get some bar-ends, some camping gear if you need it...and hit the road!
Good luck.