File API - Return Images embedded in text

I am uploading a file and extracting data from it to be used later.
Now, images are not returned.
Any idea how I could still also extract images?

Example:
PDF that is a course book on AI.
I want to not only extract text but also figures. Is it possible that Gemini returns images too? Maybe through urls?

How would you go about this challenge?