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Hello.
Unfortunately, as of April 2024, if you are using the API Gateway REST API, you can only use NLB when creating a VPC Link.
https://docs.aws.amazon.com/apigateway/latest/developerguide/set-up-nlb-for-vpclink-using-console.html
If it is an HTTP API, it is possible to use ALB.
https://docs.aws.amazon.com/apigateway/latest/developerguide/http-api-develop-integrations-private.html
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Does HTTP API need the use of either ALB or NLB?
Yes, the HTTP API requires setting up a private integration using ALB or NLB or AWS Cloud Map. https://docs.aws.amazon.com/apigateway/latest/developerguide/http-api-develop-integrations-private.html