If you are at Guangzhou South Railway Station, you can take Line 7 to Hanxi Changlong and transfer to Line 3, and then get off at Chigangta Station.
There is another way to take Line 2 to Changgang, Line 8 to Kecun and then Line 3 to Chigang Tower at South Station.