Preheat the oven to 190°C/375°F/Gas 5. Warm the milk in a pan with the baking powder. Place the flour in a bowl, make a well in the middle and add the warm milk. Blend by hand, adding a pinch of salt and the olive oil, then kneading until smooth.
Roll out the pastry and use to