Wash tomatoes and fennel and then cut into pieces. Mix finely in a blender. Add tomato paste, garlic, basil, oil and balsamic vinegar and mix well again. If the soup is too thick, add a little water. Season to taste with paprika, salt and pepper and cool well before serving.