Hongkong from China for an Indian Citizen

I am an Indian Passport holder , I will be in china for Canton Fair from 23rd April to 4th May, I want to go to china in between from Guangzhou to Hongkong via train, do I need to apply for HK visa beforehand or it is available at HK train station, what other things I need to take care of.