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A company is planning to add an authentication mechanism to its new RESTful API service, which is managed using Amazon API Gateway. The authentication process requires each API request to include HTTP headers containing a client ID and a user ID. These credentials need to be validated against data stored in a DynamoDB table.
As an AWS Certified Developer Associate, what would you recommend to implement this authentication in API Gateway?