Glass Maiden (2008)

In Rags Town, a city full of scum, a carefree detective named Shun is living in this city, doing what he pleases. But one day he meets a beautiful girl who's lost her memory, and he tries to solve her mystery without knowing that this would change his life and make him face a powerful enemy.