Mark Sierra, 39, and Nicole Dinardo, 32, were charged for the Saturday theft.
Police say they broke into a car outside the Ikea store on South Columbus Boulevard in Philadelphia and took a purse holding the jewelry.
The rings were worth $55,000.
Sierra and Dinardo were then shown on surveillance video using the victim's credit cards at a nearby Wawa.