Not sure about non-dairy milk but i have done it with water. There are recipes for salt rising that call for water and potatoes. I used water, potato, cornmeal, sugar and a pinch of baking soda to make a starter. Worked great. You can leave the potato in and mash it, i strained mine out.

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