feat: add main menu options and scripts

app.py

@@ -400,6 +400,7 @@ selected_page = st.sidebar.radio("Go to", pages)
 if st.sidebar.button("Clear All"):
     # Clears all st.cache_resource caches:
     st.cache_resource.clear()
+    st.cache_data.clear()
     st.rerun()
 
 # Show the appropriate page based on the selection