What cat food is best for a cat that vomits everything she eats?

We adopted a cat that was a stray. I bought her some cheap dry cat food. After a week she started throwing it up and wont eat it any more. She will eat soft cat food but is still throwing up. What should I feed her? I tried mixing rice in her soft food but that didnt work.