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Sorry for the shameless plug but, we recently published this research on 'Dynamic Prompt Middleware' (https://www.iandrosos.me/images/chiwork25-27.pdf) as a potential approach for this. Basically, based on the user's prompt (and some other bits of context), we generate UX containing prompt refinements for users to quickly select answers to and do the prompting for the user.


Very neat paper, thanks for sharing. Being able to interact with a model through, say, Jupyter Notebook in this way would be amazing especially.


Didn't read the paper but sounds like a similar idea.




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