It would be good to infuse the fruits and vegetables for about 1 to 2 hours in room temperature. If you like more of a fruity flavour, you may soak the fruits for another hour or two.
You may also leave the fruits in the water overnight by leaving it in the fridge so you have fresh infused water the next morning!