is it possible to take travel visa to Hong Kong from China Embassy in Sri Lanka?

I am citizen of sri lanka and I am plan to travel to Hong Kong for Holiday ( max 10 days) with my wife she is also sri lankan. is it possible to take travelling visa to Hong Kong from China Embassy? If not where we can get it in Sri Lanka. Any contact pls provide.