Tunnel between aws ec2 instances and Elasticsearch Service

We have an elasticsearch service deployment at elastic.co. During the creation of the deployment "AWS" was chosen as the cloud platform. We are given an endpoint URL that resolves to a public IP address. Also, we have an AWS account that has multiple ec2 instances running. When we access elasticsearch service from ec2 instances, the traffic goes through the internet.

Is it possible to make elasticsearch service visible to ec2 instances, as if both are in the same network?

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