Bring the water to boil in a small saucepan, and turn off the heat.
While the water is coming to a boil, place the cardamom pods, cloves and peppercorns in a mortar and crush to release the aromatic scents. If you don't have a mortar and pestle, you can use a spice grinder, pulsing the spices just a couple of times, or you can use a sturdy ceramic bowl and crush the spices with the back of a metal spoon.
Add the ginger, cinnamon stick and tea bags to the hot water.
Cover and steep for 5-8 minutes.
Meanwhile, in a small saucepan, heat the milk.
Strain tea, discarding spices and tea bags.
Pour into your favorite teacup leaving room for your cashew milk.