streamlit.cache is deprecated

[h4c5]

Problem

• st.cache was deprecated in version 1.18.0
• There is warnings messages st.cache is deprecated. Please use one of Streamlit's new caching commands, st.cache_data or st.cache_resource. in the streamlit app.

Solution

• Use the new streamlit @cache_data decorator
• Update requirements to streamlit>=1.18