France - Canal du Midi to Hauteford

We are following the 'Route de la Comtesse' and seem to have moved from the flat plains to hilly countryside, from vineyards to fruit trees. 'Degustation' signs now don't invite you to taste wines but to taste fruit produce. In the distance we see a medieval walled city in the top of the hill. Looks like somewhere we should stop to explore...