Verses 38-39 of Chapter 5:

As for the thief, whether man or woman, cut off the hand of either of them: it is the recompense for what they have earned, and an exemplary punishment from Allah; Allah is All-Powerful, All-Wise. But whoever repents after his iniquity and reforms himself, Allah will surely turn towards him with His favor, Allah is Forgiving and Compassionate.