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by ZeroCool2u 2418 days ago
Plotly's Dash to prototype front ends that ingest/use the model output (Our team is Python only, but others use R, so this works great, because it supports both.) https://dash.plot.ly/

FastAPI for quickly creating new API endpoints. It has automatic _interactive_ docs and super simple data validation via Python typehints, so that we don't waste compute time with malformed data. https://fastapi.tiangolo.com/

We deploy on prem most of the time, but have started using GCP on occasion.