Usually, with most food, drink and meals, we simply say 'have' - have tea, have soup, have breakfast, have a sandwich and so on.
If you do want to use a more precise verb, we use 'drink' for drinks, and 'eat' for food. Soup is considered to be a type of food so, although it's liquid, we say 'eat soup'.