PCI - Peripheral Component Interconnect
Basically its a standard connection that you can plug many devices into, to enhance the functionality of your PC. You can add in Modems, LAN (Local Area Network) Cards, TV Cards etc etc.
PCI is now being replaced with PCI Express which is the same thing but faster.