Update app.py

app.py

@@ -89,24 +89,27 @@ def extract_keywords(text):
 text = st.text_area('Enter the text to analyze', jd)
 
 if st.button("Start Analysis"):
-    with st.expander("Sentiment Analysis - ✅ Completed", expanded=False):
-        # Sentiment analysis
-        out_sentiment = pipe_sent(text)
-        # Display sentiment analysis result
-        sentiment_score = out_sentiment[0]['score']
-        sentiment_label = out_sentiment[0]['label']
-        sentiment_emoji = '😊' if sentiment_label == 'POSITIVE' else '😞'
-        sentiment_text = f"Sentiment Score: {sentiment_score}, Sentiment Label: {sentiment_label.capitalize()} {sentiment_emoji}"
-        st.write(sentiment_text)
-        
-    with st.expander("Summarization - ✅ Completed", expanded=False):        
-        # Summarization
-        out_summ = pipe_summ(text)
-        summarized_text = out_summ[0]['summary_text']
-        st.write(summarized_text)
+    with st.spinner("Analyzing Sentiment"):
+        with st.expander("Sentiment Analysis - ✅ Completed", expanded=False):
+            # Sentiment analysis
+            out_sentiment = pipe_sent(text)
+            # Display sentiment analysis result
+            sentiment_score = out_sentiment[0]['score']
+            sentiment_label = out_sentiment[0]['label']
+            sentiment_emoji = '😊' if sentiment_label == 'POSITIVE' else '😞'
+            sentiment_text = f"Sentiment Score: {sentiment_score}, Sentiment Label: {sentiment_label.capitalize()} {sentiment_emoji}"
+            st.write(sentiment_text)
 
-    with st.expander("Keywords Extraction - ✅ Completed", expanded=False):
-        # Keyword extraction
-        keywords = extract_keywords(text)
-        keyword_list = [keyword[1] for keyword in keywords]
-        st.write(keyword_list)
+    with st.spinner("Summarizing - This may take a while"):
+        with st.expander("Summarization - ✅ Completed", expanded=False):        
+            # Summarization
+            out_summ = pipe_summ(text)
+            summarized_text = out_summ[0]['summary_text']
+            st.write(summarized_text)
+
+    with st.spinner("Extracting Keywords"):
+        with st.expander("Keywords Extraction - ✅ Completed", expanded=False):
+            # Keyword extraction
+            keywords = extract_keywords(text)
+            keyword_list = [keyword[1] for keyword in keywords]
+            st.write(keyword_list)