Update app.py

app.py

@@ -48,36 +48,31 @@ def search_and_answer(query, index_file="faiss_course_index.pkl"):
 
 def main():
     st.title("📚 Course Search WebApp")
-    st.markdown("Find the best courses tailored to your needs.")
-    query = st.text_input("🔍 Enter your query:")  
+    query = st.text_input("🔍 Enter your query:")
+
     if st.button("Search"):
-        with st.spinner("Fetching results..."):
-            start_time = time.time()
-            response = search_and_answer(query, index_file="faiss_course_index.pkl")
-            if response == "No relevant courses found.":
-                st.warning(response)
-            else:
-                st.success("Results fetched successfully!")
-                
-                # Display the formatted response
-                sections = response.split("\n\n")
-                st.markdown("### **Related Courses:**")
-                for section in sections[:-1]:  # Exclude summary section
-                    if section.strip():
-                        st.markdown(section)
-                        st.write("---")
-                
-                # Display summary
-                summary = sections[-1].replace("Summary:", "").strip()
-                st.subheader("📝 Summary:")
-                st.info(summary)
+        start_time = time.time()
+        response, course_info, summary = search_and_answer(query, index_file="faiss_course_index.pkl")
+        
+        if response == "No relevant courses found.":
+            st.error(response)
+        else:
+            st.success("✅ Results fetched successfully!")
+            st.write(f"⏱ **Time Taken:** {time.time() - start_time:.2f} seconds")
             
-            # Log time taken
-            end_time = time.time()
-            st.markdown(f"⏱ **Time Taken:** {end_time - start_time:.2f} seconds")
+            # Display related courses in a scrollable section
+            with st.container():
+                st.subheader("🎓 Related Courses:")
+                for course_title, course_lessons in course_info:
+                    with st.expander(course_title, expanded=False):
+                        st.write(f"**Lessons:** {course_lessons}")
 
-    st.markdown("---")
+            # Display summary with better layout
+            st.write("📝 **Summary:**")
+            st.info(summary)
     st.markdown("Developed with ❤️ by [Your Name](https://your-link.com)")
 
+
 if __name__ == "__main__":
     main()
+