The duct assembly of the present disclosure includes one or more air impingement ducts and a plenum plate for receiving the impingement duct. In the IO circuit placement method, at least two rows of IO circuits are placed on a first side of the chip, and each IO circuit has a head section and a tail section. A content type is associated with a content item included in the result based at least in part on information associated with the result.