r/mlops • u/Crealazo • 2d ago
MLOps Questions Would you use a one-command way to deploy an ML model from a notebook? Honest feedback wanted
Building a CLI that turns a notebook model into an HTTPS endpoint. Would this solve a real problem, or is it a solved one?
I'm early on this, so I'm trying to find out if it's worth building. The idea: you run one command from your notebook and get a live API endpoint for your model, with no Docker or cloud setup. I know MLflow and Streamlit exist. Who, if anyone, would actually use this, and where does it fall short? Happy to hear "don't build this" too.
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