Bub and Pop's French Onion Dip

Heat the oil in a medium pan set over medium heat. Add half of the red onions and the yellow onions, and saute, stirring, until caramelized, 20 minutes. Add the sherry and wine, and cook, stirring continually, until the liquid reduces completely. Refrigerate until completely cool, 15 to 30 minutes.