Update app.py

app.py

@@ -147,14 +147,18 @@ st.write("📂 **Vector Store Created:**", st.session_state.vector_created)
 if query:
     with st.spinner("🔄 Retrieving relevant context..."):
         retriever = st.session_state.vector_store.as_retriever(search_type="similarity", search_kwargs={"k": 5})
-        retrieved_docs = retriever.invoke(query)
-        context = [d.page_content for d in retrieved_docs]
+        contexts = retriever.invoke(query)
+        context = [d.page_content for d in contexts]
         st.success("✅ Context retrieved successfully!")
-
+        st.write(contexts, len(contexts))
+        st.write(context, len(context))
     # ----------------- Run Individual Chains Explicitly -----------------
 
 
---------------------    
+
+
+
+
 
     # ----------------- Display All Outputs -----------------
     st.markdown("### Context Relevancy Evaluation")