The story of Tom Yum. Tom Yum is one of the most popular Thai food, and is well known among foreigners. Ingredients include herbs such as galanga, lemon grass, kaffir lime leaf and chill. These ingredients make Tom Yum a very healthy dish. Tom Yum soup is also known to be full of flavors, but not too spicy.