Do I need to apply visa in advance?

Hello
Me and my wife with indian passport are traveling to india through Beijing and have 15 hrs of wait at airport. Do we neeed to apply for visa if we like to go for sight seeing in advance? Or can we get it once we at airport?
Thank you