app.py

import os
from openai import OpenAI
import time
import subprocess

gpt_api_key = os.environ['OPENAI_API_KEY']
sys_prompt = os.environ['SYSTEM_PROMPT']

client = OpenAI(api_key=gpt_api_key)
model_name = "ft:gpt-3.5-turbo-1106:personal::8oksosTP"

###함수
#어시스턴트 응답 생성 함수
def assistant_choice(assistantid,text):
  # assistant retrieve 불러오기
  assistant = client.beta.assistants.retrieve(assistantid)

  # message thread 만들기
  thread = client.beta.threads.create()

  # message 추가하기
  message = client.beta.threads.messages.create(
      thread_id=thread.id,
      role="user",
      content=text,
  )

  # 실행하기
  run = client.beta.threads.runs.create(
      thread_id=thread.id,
      assistant_id=assistant.id,
  )

  # 기다리기
  print("run을 실행합니다.")
  while True:
      if run.status == "completed":
          break
      run = client.beta.threads.runs.retrieve(thread_id=thread.id, run_id=run.id)
      # print(run)
      # print("실행 중...")
      time.sleep(5)

  # 결과 출력하기
  messages = client.beta.threads.messages.list(thread_id=thread.id)
  gpt_answer = messages.data[0].content[0].text.value

  return gpt_answer

#gpt응답 생성 함수
def fine_function_gpt(state, state_chatbot, text):
    if text=="":
      return state, state_chatbot, state_chatbot

    messages = state + [{'role': 'user','content': text}]

    res =client.chat.completions.create(
        model=model_name,
        messages=messages,
        temperature=0.6,
        top_p=1,
        frequency_penalty=0,
        presence_penalty=0
    )

    msg = res.choices[0].message.content

    print(msg)

    if msg == "커튼 구매옵션":
      msg = assistant_choice("asst_ni23TayvHjxOarAxVTDODm91",text)

    elif msg == "블라인드 구매옵션":
      msg = assistant_choice("asst_qc85Yh4LjKqWMxlDakHcXsFs",text)

    new_state = [{'role': 'user','content': text},
                {'role': 'assistant','content': msg}]

    state = state + new_state    # 내부적으로 기능
    state_chatbot = state_chatbot + [(text, msg)]    # 화면에 보이는 기능
    print(state)

    return state, state_chatbot, state_chatbot

#상담 시작 버튼
def start_def(m):
  if m == []:
    return [],[],[("상담을 진행할 제품을 선택해주세요!","")]
  else:
    text=f"{m} 문의드립니다."
    message = [{'role': 'system','content': sys_prompt},
            {'role': 'user','content': text},
            {'role': 'assistant','content': "안녕하세요 고객님~ 무엇을 도와드릴까요?"} ]

  state_chatbot = [("...", "안녕하세요. 고객님! 무엇을 도와드릴까요?")]   # 튜플
  return message,state_chatbot,state_chatbot

with gr.Blocks(theme='JohnSmith9982/small_and_pretty') as demo:
    state = gr.State([])  #gpt 호출 시 사용하는 message
    state_chatbot = gr.State([]) #gr.chatbot의 상태를 업로드하는 채팅기록

    with gr.Row():
      gr.HTML("""<div style="text-align: center; max-width: 550px; margin: 0 auto;">
        <div>
          <p style="font-size: 40px; font-weight: bold;">마리하우스 챗봇</p>
        </div>
        </div>""")

    with gr.Row():
      with gr.Column(scale=6):
        md = gr.Dropdown(["커튼","블라인드"],type="value",label="제품 선택", info="원하는 상담 제품을 골라주세요!")
      with gr.Column(scale=4):
        gr.HTML("""<div style="text-align: center;">
            <div>
              <p style="font-size: 15px; font-weight: bold;">확인</p>
            </div>
          </div>""")
        start_btn = gr.Button("시작하기")
      with gr.Column(scale=1):
        gr.HTML("""<div style="text-align: center;">
          <div>
            <p style="font-size: 15px; font-weight: bold;">다크모드 전환</p>
          </div>
        </div>""")
        toggle_dark = gr.Button(value="Toggle Dark")
        toggle_dark.click(None,
            js="""() => {
              document.body.classList.toggle('dark');
              document.querySelector('gradio-container').style.backgroundColor = 'var(--color-background-primary)'
              }
            """
        )

    with gr.Row():
      with gr.Column(scale=1):
        chatbot = gr.Chatbot(elem_id='메세지창',height=650)
        txt = gr.Textbox(show_label=False,placeholder='메세지를 입력해주세요!')
        txt_btn = gr.Button("메세지 보내기")

    txt_btn.click(fine_function_gpt, [state, state_chatbot, txt], [state, state_chatbot, chatbot])
    txt_btn.click(lambda: '', None, txt)
    txt.submit(fine_function_gpt, [state, state_chatbot, txt], [state, state_chatbot, chatbot])   # 텍스트 박스에서 enter시 전송
    txt.submit(lambda: '', None, txt)

    start_btn.click(start_def, inputs= [md], outputs = [state, state_chatbot, chatbot])

demo.launch(debug=True)