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I've got a couple sources that can probably explain it better than I can, but here's the gist:
The tricky part seems to be defining the range of characters you want to replace. Most emoji are in a particular block of unicode, but there could be a few outliers particularly if you want to remove kaomoji.
Here's a Stack Overflow link where there's some discussion on what that range will be.
Here's a Python script that shows how you might do it for one file.
Good luck!
That Python script is awesome. Thanks for sharing. I might try to add that to my LLM text post processor.
It is nice to make an AI assistant that is more conversational, but if it adds a single emoji, all bets are off. The LLM emoji cancer is terminal once started.