Streamlit app updated

app.py

@@ -1,14 +1,16 @@
 import streamlit as st
 import requests
 
-BASE_URL = "http://localhost:8000"
+BASE_URL = "http://localhost:8000"  # Base URL for API requests
 st.title("Company Sentiment Analysis")
 
+# Input field for company name
 company_name = st.text_input(
     "Enter the company name:",
     placeholder="Example: Microsoft, Apple, Tesla"
 )
 
+# Function to display articles with sentiment analysis
 def display_articles(articles):
     for i, article in enumerate(articles, start=1):
         st.markdown(f"##### **Article {i}: {article['Title']}**")
@@ -16,6 +18,7 @@ def display_articles(articles):
         st.write(f"- **Sentiment:** {article['Sentiment']} | **Score:** {article['Score']:.2f}")
         st.write(f"- **Topics:** {', '.join(article['Topics'])}")
 
+# Function to display sentiment distribution in table format
 def display_sentiment_distribution(sentiment_distribution):
     st.markdown("#### **Sentiment Distribution:**")
     sentiment_data = {
@@ -24,12 +27,14 @@ def display_sentiment_distribution(sentiment_distribution):
     }
     st.table(sentiment_data)
 
+# Function to display coverage differences between articles
 def display_coverage_differences(coverage_differences):
     if coverage_differences:
         st.markdown("#### **Coverage Differences:**")
         for diff in coverage_differences:
             st.write(f"- **{diff['Comparison']}:** {diff['Impact']}")
 
+# Function to display topic overlap analysis
 def display_topic_overlap(topic_overlap):
     st.markdown("#### **Topic Overlap:**")
     st.write(f"- **Common Topics:** {', '.join(topic_overlap['Common Topics'])}")
@@ -37,6 +42,7 @@ def display_topic_overlap(topic_overlap):
     for article, topics in topic_overlap["Unique Topics"].items():
         st.write(f"  - **{article}:** {', '.join(topics)}")
 
+# Button to generate summary based on company name
 if st.button("Generate Summary"):
     if company_name:
         try:
@@ -45,29 +51,28 @@ if st.button("Generate Summary"):
 
             if response.status_code == 200:
                 data = response.json()
-
                 st.markdown(f"#### **Company: {data.get('Company', 'Unknown')}**")
-
-                # Articles
+                
+                # Display articles with sentiment analysis
                 st.markdown("#### **Articles:**")
                 display_articles(data.get("Articles", []))
-
-                # Comparative Sentiment Score
+                
+                # Display sentiment analysis details
                 st.markdown("#### **Comparative Sentiment Score:**")
                 sentiment_distribution = data.get("Comparative Sentiment Score", {}).get("Sentiment Distribution", {})
                 display_sentiment_distribution(sentiment_distribution)
-
+                
                 coverage_differences = data.get("Comparative Sentiment Score", {}).get("Coverage Differences", [])
                 display_coverage_differences(coverage_differences)
-
+                
                 topic_overlap = data.get("Comparative Sentiment Score", {}).get("Topic Overlap", {})
                 display_topic_overlap(topic_overlap)
-
-                # Final Sentiment Analysis
+                
+                # Display final sentiment analysis result
                 st.markdown("#### **Final Sentiment Analysis:**")
                 st.write(data.get("Final Sentiment Analysis", "No sentiment analysis available."))
-
-                # Check session state and play audio
+                
+                # Display and play Hindi summary audio
                 st.markdown("#### **Hindi Summary Audio:**")
                 st.write(data.get("Audio", "No Audio available"))
                 audio_url = f"{BASE_URL}/downloadHindiAudio"
@@ -76,15 +81,14 @@ if st.button("Generate Summary"):
                     st.audio(audio_response.content, format="audio/mp3")
                 else:
                     st.error("Failed to load audio.")
-
             else:
                 st.error(f"Error: {response.status_code}, {response.text}")
-
         except Exception as e:
             st.error(f"An error occurred: {e}")
     else:
         st.warning("Please enter a company name !")
 
+# Button to download the final summary in JSON format
 if st.button("Download JSON File"):
     json_url = f"{BASE_URL}/downloadJson"
     try:
@@ -101,6 +105,7 @@ if st.button("Download JSON File"):
     except Exception as e:
         st.error(f"An error occurred: {e}")
 
+# Button to download Hindi summary audio file
 if st.button("Download Hindi Audio"):
     audio_url = f"{BASE_URL}/downloadHindiAudio"
     try: