Great San Francisco Food Tour
Here are a few sites that offer walking tours in specific neighborhoods of SF. I recommend the Mission tour over the others - the Mission is the hot place to be now, and Chinatown, North Beach are very touristy. They do have long and interesting food histories, but in terms of hot places to be, the Mission is it. Happy to provide more info if you need it!