Blend the drained cashews with 2 cups water until smooth. Add the vanilla beans at this stage if you're not planning to strain the mixture ( otherwise add them after straining) and give it another whiz in your blender.
Strain the mixture through a cheesecloth. - I skipped this part.
Store the cashew milk in a clean bottle, in the refrigerator for 2-3 days.