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While clicking show similar there should be an option to edit our prompt for obtaining similar images. This is necessary as the results are random and we may not be able to get that same image again.
This will also help to improve background without changing foreground.
Have you tried the "Use as reference image" feature in the "..." menu? You can then use the prompt bar to make some changes and choose how much of the original image you want to keep.
use a generated image thaht we like adn then pick it up to start prompting over it.