Started my birth control pill a day late and have thrown up 2 pills....?

Yes, you have a chance of being pregnant. If I was you, I'd get some foam and some condoms and just keep them on hand as backup. The new "films" can be used hours before you actually do it... There is no reason not to double up, just to safe...