Update app.py

app.py

@@ -28,13 +28,21 @@ def search_courses(user_query):
     # Get the top 4 courses
     top_4_dets = [item[1] for item in similarity_scores[:4]]
 
-    # Return the top 4 course names as a list
-    return [det['Course Name'] for det in top_4_dets]
+    # Get the final result to display to the user
+    results = []
+    for det in top_4_dets:
+        course_info = f"**Category**: {det['Course Category']}\n" \
+                      f"**Course Name**: {det['Course Name']}\n" \
+                      f"**Course URL**: {det['Course Url']}\n" \
+                      f"**Description**: {det['Course Description']}\n"
+        results.append(course_info)
+
+    return "\n\n".join(results)
 
 # Create the Gradio interface
 iface = gr.Interface(fn=search_courses,
                      inputs="text",
-                     outputs="text",
+                     outputs="markdown",
                      title="Course Search with Sentence Transformers",
                      description="Enter a query to find the top 4 most similar courses.")