Task-272 Add notes to research markdown file

research/Steamlit_Research.md

@@ -60,4 +60,13 @@ streamlit run <app_name>.py
         if st.checkbox('Show raw data'):
             st.subheader('Raw data')
             st.write(data)
-        ```
+        ```
+
+## Applications for Project:
+### Caching:
+ - st.cache_data:
+    - Only really useful for serializing computational data (function results)
+ - st.cache_resource:
+    - Useful for storing NLP model globally
+    - Stores unserializable data (like models) and loads it once
+        - Do not need to worry about having to load the model multiple times across sessions since it is stored and accessible to all sessions