Mechanism to avoid overloading requests in an external service

I need to build a new REST service to efficiently handle a large number of requests.

The new REST Service will consume an external REST service and can not risking overloading the external REST service.

How could I create a mechanism to handle this scenario where I can receive many more requests than the number of requests I can make to the external service?