Update app.py & remove warning message

app.py

@@ -1,8 +1,6 @@
 # -*- coding: utf-8 -*-
 """
-Created on Mon Nov 21 16:21:25 2022
-
-@author: luol2
+Updated on 09/13/2023
 """
 
 import streamlit as st
@@ -75,7 +73,7 @@ with st.form(key="my_form"):
         if ModelType == "Bioformer(Default)":
             # kw_model = KeyBERT(model=roberta)
 
-            @st.cache(allow_output_mutation=True)
+            @st.cache_data(allow_output_mutation=True)
             def load_model(model='hpo'):
                 if model =='1':
                     ontfiles = {'dic_file': './dict_new_fyeco/noabb_lemma.dic',
@@ -111,7 +109,7 @@ with st.form(key="my_form"):
             nn_model2, biotag_dic2 = load_model(model='2')
 
         else:
-            @st.cache(allow_output_mutation=True)
+            @st.cache_data(allow_output_mutation=True)
             def load_model():
                 ontfiles={'dic_file':'./dict_new/noabb_lemma.dic',
                   'word_hpo_file':'./dict_new/word_id_map.json',