acts_list = {'hello': 'welcomemsg'} class Act_frame: text = '' act = [] class Dialogue_state_frame: user_history = [] system_history = [] def NLU(text): user_frame = Act_frame() user_frame.text = text if text == 'Cześć, jak masz na imię?': user_frame.act = 'hello' else: pass return user_frame def DST(user_frame): dialogue_frame = Dialogue_state_frame() dialogue_frame.user_history.append((user_frame.text, user_frame.act)) # ... return dialogue_frame def DP(dialogue_frame): system_frame = Act_frame() system_frame.act = acts_list[dialogue_frame.user_history[-1][1]] return system_frame def NLG(system_frame): answer = '' if system_frame.act == 'welcomemsg': answer = 'Witaj, nazywam się Usher' else: pass return answer text = 'Cześć, jak masz na imię?' print(NLG(DP(DST(NLU(text)))))