Update app.py

app.py

@@ -90,7 +90,6 @@ st.title('Big-data cloud application for actionable scientific article topic ana
 st.subheader('test application for ML-2 class, YSDA-2022' )
 image = Image.open('dilbert_big_data.jpg')
 st.image(image)
-st.write('test application for ML-2 class, YSDA-2022' )
 
 comment = """This application estimates probability that certain article belongs to one of the following classes based on Arxiv Category Taxonomy:
 - 'cs.NE': 'Neural and Evolutionary Computing',
@@ -99,10 +98,10 @@ comment = """This application estimates probability that certain article belongs
 - 'stat.ML': 'Machine Learning (stat)',
 - 'cs.CV': 'Computer Vision',
 - 'cs.LG': 'Machine Learning' """.replace("'", '')
-st.markdown(comment)
+st.code(comment)
 
-text1 = st.text_area("ENTER ARTICLE TITLE HERE")
-text2 = st.text_area("ENTER ARTICLE ABSTRACT HERE")
+text1 = st.text_area("ENTER ARTICLE TITLE OR ABSTRACT HERE:")
+text2 = '' # st.text_area("ENTER ARTICLE ABSTRACT HERE")
 text = text1 + ' ' + text2
 
 model = build_model()
@@ -114,10 +113,6 @@ if action:
     else:        
         infer_and_display_result(text)
 
-action2 = st.button('to uppercase')    
-if action2: 
-    st.write(text.upper())   
-
-action3 = st.button('to lowercase')
-if action3: 
-    st.write(text.lower())  
+# action2 = st.button('to uppercase')    
+# if action2: 
+#     st.write(text.upper())