In the hall with Giant Knights, go out of broken window and to the right. Drop down behind the fence. Collect the item and kill the imps through the fence with your bow and arrows. Once the Imps are defeated, walk through hole in the fence and open the gate next to where the Stone Guard was standing. Next, kill the two other Imps. You have just created a shortcut to the first bonfire and the Giant Blacksmith.