What are the ingredients in/for/of that soup?
'in', 'for' and 'of' are all three acceptable.
In: there is a pot of soup and you want to know some more about it.
For: there is no soup yet, but you would like to know how to make it.
Of: neutral. There may or may not be any actual soup in front of you and you give no hint why you want the information.