@Amar Agnihotri , Thanks for reaching out to Microsoft Q&A.
You can use Rest API Linked service to call the API and use pagination rule to set the absolute url.
Here is a quick guide that will help you. You can ignore the managed identity part.
To benefit the community, if you find the answer helpful please upvote and accept the answer. Thanks.
Please feel free to drop a comment if you have any questions.