new code

src/app.py

@@ -6,8 +6,7 @@ demo, chat_history, show_img, txt, submit_button, uploaded_pdf, slider1 = create
 
 # Create PDFChatBot instance
 pdf_chatbot = PDFChatBot()
-pdf_chatbot.load_model()
-pdf_chatbot.load_tokenizer()
+pdf_chatbot.create_organic_pipeline()
 
 # Set up event handlers
 with demo:

src/pdfchatbot.py

@@ -198,9 +198,6 @@ class PDFChatBot:
         self.documents = PyPDFLoader(file.name).load()
         self.load_embeddings()
         self.load_vectordb()
-        self.load_tokenizer()
-        self.load_model()
-        self.create_organic_pipeline()
         #self.create_chain()
     @spaces.GPU
     def generate_response(self, history, query, file):