Whole Foods is a pretty sure bet for vegans/vegetarians to get something to eat. The same is true here in Durham. They have a big salad/food bar, with a hot bar, and plenty of other options (sushi, deli, sandwich area). On a good day, you might be able to get them to make a vegan pizza (with Daiya cheese).
Cons: Crazy parking lot, Meat/Fish Departments