lost photos stored in notes after new update.

The photos in my iPhone notes were present up until the new update, after the new update, I went to my notes app and clicked on one of my notes which I had stored photos in and they are all gone, I logged into icloud.com and it shows this, I even bought extra storage hoping it would bring back the photos I sorted in the notes, no help at all.

Please if anyone could help me get these photos back I would really appreciate it.