update chat.py audio dijalankan dua kali dan klik aktif/nonaktif dua kali

app.py

@@ -92,51 +92,49 @@ def vector_store_is_outdated():
     
     return data_time > supabase_time
 
+@traceable(name="Main Chatbot RAG App")
 @traceable(name="Main Chatbot RAG App")
 def main():
     initialize_session_state()
-    get_data()
-    
+
     vector_store = None  # Initialize first
-    
+
     if len(st.session_state['history']) == 0:
         if vector_store_is_outdated():
-            with st.spinner("Loading and processing documents..."):
+            with st.spinner("Memuat dan memproses dokumen..."):
+                get_data()  # 🔄 Panggil hanya jika diperlukan
                 docs = load_docs()
                 if len(docs) > 0:
                     reordered_docs = reorder_embedding(docs)
                     vector_store = process_documents(reordered_docs)
-                    
-                    # Save to Supabase instead of local storage
-                    with st.spinner("Uploading vector store to Supabase..."):
+
+                    with st.spinner("Mengunggah vector store ke Supabase..."):
                         success = save_vector_store_to_supabase(vector_store, supabase, BUCKET_NAME, VECTOR_STORE_PREFIX)
                         if success:
-                            st.success("Vector store uploaded to Supabase successfully!")
+                            st.success("Vector store berhasil diunggah ke Supabase!")
                         else:
-                            st.error("Failed to upload vector store to Supabase")
+                            st.error("Gagal mengunggah vector store ke Supabase")
                 else:
-                    st.warning("No documents found in 'data/' folder. Chatbot can still be used, but without document context.")
+                    st.warning("Folder 'data/' kosong. Chatbot tetap bisa digunakan, tapi tanpa konteks dokumen.")
                     vector_store = None
         else:
-            # Load vector store from Supabase
-            with st.spinner("Loading vector store from Supabase..."):
+            with st.spinner("Memuat vector store dari Supabase..."):
                 vector_store = load_vector_store_from_supabase(supabase, BUCKET_NAME, VECTOR_STORE_PREFIX)
                 if vector_store:
-                    st.success("Vector store loaded from Supabase successfully!")
+                    st.success("Vector store berhasil dimuat dari Supabase!")
                 else:
-                    st.error("Failed to load vector store from Supabase")
+                    st.error("Gagal memuat vector store dari Supabase")
     else:
-        # Use cached vector store for existing sessions
         vector_store = st.session_state.get('vector_store')
         if vector_store is None:
-            # Fallback: load from Supabase if not in session
             vector_store = load_vector_store_from_supabase(supabase, BUCKET_NAME, VECTOR_STORE_PREFIX)
-    
+
     st.session_state['vector_store'] = vector_store
-    
+
     if st.session_state['vector_store'] is not None:
         chain = create_conversational_chain(st.session_state['vector_store'])
         display_chat_history(chain)
 
+
 if __name__ == "__main__":
     main()