This is the Quercy region where my parents live. The rural south west area around here (mid pyrenees) is beautiful. There are lots of places to see in terms of architecture and fortified villages etc. It's stunning - especially if you go during sunflower season and the fields are full of them.
http://www.frenchentree.com/france-lot-quercy-news/