DHT network becomes popular in P2P development because it provides high scalability and fast search without message floodings. However, DHT is originally designed to search objects by their keys as keyword search is, relatively, difficult in DHT networks. In this paper, we adopt a combination of Cache and DHT structure to fulfill complex search (keyword search) on DHT networks.