Update app.py

app.py

@@ -63,11 +63,19 @@ def recommend_movies(movie):
 # Create the Gradio interface
 movie_list = random.sample(movies['title'].tolist(), input_count)
 total_movies = len(movies)
-iface = gr.Interface(fn=recommend_movies, 
+
+with gr.Blocks() as iface:
+    with gr.Tab("Content-Based Filtering"):
+        gr.Markdown("## Recommendation - Content-Based Filtering")
+        gr.Interface(fn=recommend_movies, 
                      inputs=gr.Dropdown(movie_list, label=f"Select a Movie (Total movies: {total_movies}, randomly list {input_count} for demo purpose.)"), 
                      outputs="text", 
                      title="Movie Recommender - Content-Based Filtering", 
                      description="Select a movie to get recommendations based on content filtering.")
-
+    
+    with gr.Tab("Collaborative Filtering"):
+        gr.Markdown("## Recommendation - Collaborative Filtering")
+        gr.Markdown("### In construction")
+        
 # Launch the app
 iface.launch()