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Faster and Simpler Caching Commands for Streamlit

Streamlit has introduced two new caching commands: st.cache_data and st.cache_resource. These commands are faster and simpler than st.cache and will be used going forward as a replacement for it.
Faster and Simpler Caching Commands for Streamlit
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