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I tried it with one of these image-based PDFs and didn't get it to work. Is this Apple-Silicon-only? Or is there any other step you need to do?

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It is possible that it is AS only. It may use the machine learning components of AS.

Edit: As of July of 2021, Live Text was available in beta on Intel Macs so by the time Monterey shipped it worked on both Intel and AS.

Whether it works on a given document may depend on how that app displays the image. I can see where it would be complicated in a PDF where you may have combinations of text, images, and OCR’d text behind images.

I’m not going to pretend it works 100% of the time. I don’t know if that’s the issue.

It works with anything that works with Monterey. So if you are running macOS Monterey you fit the requirements.

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