Update app.py

app.py

@@ -316,24 +316,31 @@ if query:
 
         #st.subheader('final_output["relevancy_response"]')
         #st.write(final_output["relevancy_response"] )
+        
+        
+        st.markdown("## 💡 **Final Answer:**")
+        st.success(final_output["final_response"] if final_output["final_response"] else "⚠️ No clear answer found based on retrieved content.")
 
-        st.write("📌 **Relevance Analysis:**")
+        # 📂 Expand for Details
+        with st.expander("📖 **View Detailed Processing (Relevance, Retrieved Contexts, Analysis)**"):
+    
+        # 📌 Relevance Analysis
+        st.markdown("### 📌 **Relevance Analysis**")
         if isinstance(final_output["relevancy_response"], list):
             for item in final_output["relevancy_response"]:
                 st.write(f"✅ **Context {item.get('content', 'N/A')} - Score: {item.get('score', 'N/A')}**")
                 st.write(f"**Reasoning:** {item.get('Reasoning', 'No explanation provided.')}")
         else:
-            st.write("⚠️ No relevance analysis available.")
-
+            st.warning("⚠️ No relevance analysis available.")
 
-        st.subheader('final_output["context_number"]')
-        st.write(final_output["context_number"])
-
-        st.subheader('final_output["relevant_contexts"]')
-        st.write(final_output["relevant_contexts"])
-
-        #st.subheader('final_output["final_response"]')
-        #st.write(final_output["final_response"])
+        # 📚 Retrieved Contexts
+        st.markdown("### 📚 **Retrieved Contexts**")
+        if isinstance(final_output["relevant_contexts"], list):
+            for idx, doc in enumerate(final_output["relevant_contexts"], 1):
+                st.write(f"🔹 **Context {idx}:** {doc}")
+        else:
+            st.warning("⚠️ No retrieved context available.")
 
-        st.subheader("📢 **Final Answer:**")
-        st.write(final_output["final_response"] if final_output["final_response"] else "⚠️ No clear answer found based on retrieved content.")
+        # 🔍 Retrieved Context Numbers
+        st.markdown("### 🔍 **Relevant Context Numbers**")
+        st.write(final_output["context_number"])