To make this soup gluten-free, replace the all-purpose flour with cornstarch or arrowroot powder as a thickener. Dissolve 1 teaspoon of cornstarch or arrowroot in 2 tablespoons of cold water and stir it into the soup during step 5. Ensure your vegetable broth is certified gluten-free.