Gnocchi are traditionally made with cooked mashed potatoes, eggs, and flour. In Italian: Gnocchi di patate). But there are many variations of gnocchi such as Gnocchi Alla Romana (made with semolina) french style Gnocchi Parisienne (made with flour, eggs, and a mix of herbs, cheese), ricotta gnocchi, spinach gnocchi, and many more.