This crock pot beef goulash is a classic combination of beef and paprika, with the addition of tomato paste, sour cream, and some flour for thickening the liquids. There are many variations on a classic hungarian goulash, but most are made with the addition of paprika. Tomatoes or tomato paste are relatively modern additions. For a goulash with vegetables and some other ingredient ideas, see the tips and variations.