Deleted messages out of my folders by mistake how can i retrieve them

That depend on many factors if you just clicked delete in error, simple pressing ctrl+Z as undo may well recover things. However undo starts with your last action and by now the deletion is probably not the last thing you did on Thunderbird.

Please explain exactly what you did. This will get messy and somewhat technical is my guess. If they can be recovered at all