At least in calibre, I just type the entity and have it autoconvert. That works for the HTML code and you can paste into the search field.
I have never had problems with alt codes, which makes sense as it is part of the keyboard/OS system support and would anyway tend to be well integrated.
I do not know why AutoHotKey, wouldn't work, as I have never used it.
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