Update app.py

app.py

@@ -9,7 +9,7 @@ MODEL_NAME = "rahilv/financial-sentiment-model"
 model = AutoModelForSequenceClassification.from_pretrained(MODEL_NAME)
 tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
 
-LABEL_MAP = {0: "bullish", 1: "bearish", 2: "neutral"}
+LABEL_MAP = {0: "Bullish", 1: "Bearish", 2: "Neutral"}
 
 # RSS Feed URLs
 rss_feeds = {
@@ -34,23 +34,27 @@ def analyze_sentiment(text):
     return LABEL_MAP[predictions]
 
 def main():
-    st.title("Financial News Sentiment Analysis")
+    st.set_page_config(page_title="Financial News Sentiment", layout="wide")
+
+    st.title("\U0001F4C8 Financial News Sentiment Analysis")
+    st.write("Analyze sentiment from the latest financial news articles.")
 
     # Sidebar: Feed Selection
-    st.sidebar.header("Select RSS Feeds")
-    selected_feeds = st.sidebar.multiselect("Choose feeds:", options=rss_feeds.keys(), default=list(rss_feeds.keys()))
+    st.sidebar.header("Settings")
+    selected_feeds = st.sidebar.multiselect("Select RSS Feeds:", options=rss_feeds.keys(), default=list(rss_feeds.keys()))
 
     if not selected_feeds:
         st.warning("Please select at least one RSS feed.")
         return
 
-    st.sidebar.header("About")
+    st.sidebar.markdown("---")
     st.sidebar.info(
-        "This app fetches financial news from RSS feeds and analyzes sentiment (buy, sell, hold) based on the latest news titles."
+        "This app fetches financial news from RSS feeds and analyzes the sentiment (Bullish, Bearish, Neutral) of news titles."
     )
 
     # Fetch and Display Articles
-    st.header("Latest Financial News")
+    st.header("\U0001F4F0 Latest Financial News")
+
     articles = []
     for feed_name in selected_feeds:
         for url in rss_feeds[feed_name]:
@@ -60,11 +64,13 @@ def main():
         st.write("No articles found.")
         return
 
+    # Display articles in a clean layout
     for article in articles:
         sentiment = analyze_sentiment(article["title"])
         st.subheader(article["title"])
         st.write(f"Sentiment: **{sentiment}**")
-        st.write(f"[Read more]({article['link']})")
+        st.markdown(f"[Read more]({article['link']})", unsafe_allow_html=True)
+        st.markdown("---")
 
 if __name__ == "__main__":
-    main()
+    main()