Update app.py

app.py

@@ -188,9 +188,9 @@ if query:
         #st.write("Extracted Context (page_content):", context)
         #st.write("Number of Extracted Contexts:", len(context))
         
-        st.write("📄 **Relevant Passages Retrieved:**")
-        for idx, doc in enumerate(contexts):
-            st.write(f"**Excerpt {idx+1}:** {doc.page_content}")
+        #st.write("📄 **Relevant Passages Retrieved:**")
+        #for idx, doc in enumerate(contexts):
+            #st.write(f"**Excerpt {idx+1}:** {doc.page_content}")
 
         
         relevancy_prompt = """You are an expert judge tasked with evaluating whether the  EACH OF THE CONTEXT provided in the CONTEXT LIST is self sufficient to answer the QUERY asked.
@@ -318,39 +318,7 @@ EXAMPLE:
         st.markdown("## 💡 **Final Answer**")
         st.success(final_output["final_response"] if final_output["final_response"] else "⚠️ No clear answer found based on retrieved content.")
 
-        # 📂 Expandable Detailed Processing Section
-        st.markdown("### 📂 **Detailed Processing Breakdown**")
-        st.info("Expand the sections below to see retrieved contexts, relevance scores, and other details.")
-
-        # 📖 Relevant Contexts Used
-        with st.expander("📌 **View Relevant Contexts Used**"):
-            st.markdown("### 📖 **Relevant Contexts Extracted**")
-            if isinstance(final_output.get("relevant_contexts"), list) and final_output["relevant_contexts"]:
-                for idx, doc in enumerate(final_output["relevant_contexts"], 1):
-                    st.write(f"🔹 **Context {idx}:** {doc}")
-            else:
-                st.warning("⚠️ No relevant contexts available.")
-
-        # 📊 Relevance Analysis
-        with st.expander("📌 **View Relevance Analysis**"):
-            st.markdown("### 📊 **Context Relevancy Scores & Analysis**")
-            if isinstance(final_output.get("relevancy_response"), list) and final_output["relevancy_response"]:
-                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.warning("⚠️ No relevance analysis available.")
-
-        # 🔢 Relevant Context Numbers
-        with st.expander("🔍 **View Relevant Context Numbers**"):
-            st.markdown("### 🔢 **Context Numbers Used in Processing**")
-            context_numbers = final_output.get("context_number", "⚠️ No context numbers available.")
-            
-            # 🛠 Handle <think> debug output (if any)
-            if isinstance(context_numbers, str) and "<think>" in context_numbers:
-                context_numbers = "⚠️ No valid context numbers available."
-            
-            st.write(context_numbers)
+