Yeah, that's Sannenzaka slope near Kiyomizudera. The reason your buddy took the picture and I can tell exactly where it came from is because that's just about the only place in Kyoto that looks like that. (Plus a few flatter bits around Gion/Pontocho that have been tarted up for tourists.)