If you will have multiple graphics cards, then, yes, they each need to be powered.
But typically it is done with a stronger power supply that has more leads.
Some basic graphics cards are powered only by the pci-e slot.
Others need auxiliary 6 or 8 pin pci-e power connectors.
If your psu has sufficient such connectors, then it will be strong enough to do the job.