If we assume you were logged in to your AppleID when you deleted Apple Books then the books aren’t gone, they are still in Apple’s cloud storage.
Download the Apple Books app from the App Store and open the app. As long as you are still logged in to your Apple ID the books will be available in Apple Books. It may take a minute or two for the entire list to be downloaded but they will reappear.
