The meaning of the allusion in the sentence "Luanne's Ice Cream Parlor has the best dessert short of ambrosia!" is:
a heavenly delicacy
This is because ambrosia, in Greek mythology, is considered the food of the gods, which implies that it is something divine or exceptionally delicious.