what are the document shall I prepared to apply and get Saudi Arabia visit visa?

Sorry, The Embassy of Saudi Arabia in PRC doesn't accept individuals' applications. The applicants must submit their applications to the agencies authorized by embassy of Saudi Arabia. So you should call the embassy and get a contact for the authorized agency. Then you learn about the required documents and ask them to apply for you.