Cassava flour is made from cassava tubers or roots. The tubers are peeled then dried before being ground into flour. Cassava flour is made from the yuca root and is gluten-free making it a healthy paleo alternative. To answer the question, cassava flour is a starchy root vegetable just like potatoes and is definitely gluten-free.