Sweet and Sour Sauce is as easy as bringing a few ingredients including pineapple juice, brown sugar, and soy sauce to a boil before adding a cornstarch slurry to the mixture to thicken it. The classic red color from sweet and sour sauce comes from red food coloring (which is completely optional).