I deleted the telegram data folder from my Chrome cache folder because it was more than 10GB (probably cache of videos I've downloaded).
I couldn't find a way to delete it safely so I just removed the folder.
It caused everything to disappear including profile images.
I was expecting that, so I logged out and restarted chrome, and logged back in. It didn't help.
What can I do to get the profile pictures back?