Business licenses and food business licenses are all handled at Shiji Government Affairs Center, and tobacco licenses are handled at the Tobacco Monopoly Bureau on the other side of Changdi.
Remember to report to the tax bureau and apply for a quota. If you don't apply for a quota, you need to report to the tax bureau regularly.