Yes, you can substitute green tea for black tea to make a lighter version of chai. Keep in mind that green tea has a more delicate flavor, so the steeping time should be shorter—about 2-3 minutes. The spices will still provide warmth and depth, resulting in a unique and refreshing take on traditional chai tea.