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Streamlit¶
Streamlit (streamlit.io) is an open-source Python framework for quickly building interactive data and ML apps. A single Python script renders a web UI with widgets, charts, and live parameter changes — popular as a lightweight visualisation front-end for data-science results.
Seen at Netflix¶
Netflix's Content performance visualisation system uses a
Streamlit app as the front-end for a
metaflow.Cache +
Metaflow Hosting backend: the
Streamlit app sends parameter changes to Metaflow Hosting, which
looks up values from metaflow.Cache, runs small computations, and
returns JSON (Source:
sources/2024-07-22-netflix-supporting-diverse-ml-systems-at-netflix).