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A nodejs server can also handle it properly especially if he has experience in Js only. You should host on hugging face, then use the API from there to connect to the backend.

You can connect a model from huggingface to the site and implement history saving if you wish. It's not really straightforward. You'd have to select a model you're comfortable with and allows for your desired needs.