Update app.py

app.py

@@ -149,17 +149,14 @@ if query:
     with st.spinner("🔄 Retrieving relevant context..."):
         retriever = st.session_state.vector_store.as_retriever(search_type="similarity", search_kwargs={"k": 5})
         contexts = retriever.invoke(query)
-        context = [d.page_content for d in contexts]
-        st.success("✅ Context retrieved successfully!")
         # Debugging: Check what was retrieved
         st.write("Retrieved Contexts:", contexts)
-       st.write("Number of Contexts:", len(contexts))
-
-       context = [d.page_content for d in contexts]
-
-       # Debugging: Check extracted context
-       st.write("Extracted Context (page_content):", context)
-      st.write("Number of Extracted Contexts:", len(context))
+        st.write("Number of Contexts:", len(contexts))
+        
+        context = [d.page_content for d in contexts]
+        # Debugging: Check extracted context
+        st.write("Extracted Context (page_content):", context)
+        st.write("Number of Extracted Contexts:", len(context))
     # ----------------- Run Individual Chains Explicitly -----------------
 
     context_relevancy_checker_prompt = PromptTemplate(input_variables=["retriever_query","context"],template=relevancy_prompt)