app.py

#!/usr/bin/env python
# -*- encoding: utf-8 -*-
'''
@Time    :   2023/09/22 17:43:35
@Author  :   zoeyxiong 
@File    :   chatgpt_bot.py
@Desc    :   调用chatGPT类
'''
import os
import json
import openai
import gradio as gr

default_model = "gpt-3.5-turbo"

class ChatGPT:
    def __init__(self, model ,init_system={"role": "system", "content": "你是一个AI助手"}, save_message=False, ):
        self.messages = []
        self.init_system = init_system
        self.model = model
        self.messages.append(init_system)
        # 开启此项，须告知用户
        self.save_message = save_message
        self.filename="./user_messages.json"

    def ask_gpt(self):
        rsp = openai.ChatCompletion.create(
          model=self.model,
          messages=self.messages
        )
        return rsp.get("choices")[0]["message"]["content"]
    
    def get_response(self, question):
        """ 调用openai接口, 获取回答
        """
        # 用户的问题加入到message
        self.messages.append({"role": "user", "content": question})
        # 问chatgpt问题的答案
        rsp = openai.ChatCompletion.create(
            model=self.model,
            messages=self.messages,
            )
        answer = rsp.get("choices")[0]["message"]["content"]
        # 得到的答案加入message，多轮对话的历史信息
        self.messages.append({"role": "assistant", "content": answer})
        return answer

    def clean_history(self):
        """ 清空历史信息
        """
        self.messages.clear()
        self.messages.append(self.init_system)

openai.api_key = "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"
MODEL_NAME = 'gpt-3.5-turbo'
# 自定义system
INIT_MSG = {"role": "system", "content": "你是一个资深算法工程师."}
# 设置端口号，默认7560，遇冲突可自定义
SERVER_PORT = 7560
# 调用gpt的bot
chatgpt = ChatGPT(MODEL_NAME, INIT_MSG)

def predict(input, chatbot):
    """ 调用openai接口，获取答案
    """
    chatbot.append((input, ""))
    # 找chatgpt要答案
    response = chatgpt.get_response(input)
    chatbot[-1] = (input, response)
    return chatbot

def reset_user_input():
    return gr.update(value='')

def reset_state():
    chatgpt.clean_history()
    return []


def main():
    with gr.Blocks() as demo:
        gr.HTML("""<h1 align="center">{}</h1>""".format(MODEL_NAME))
        # gradio的chatbot
        chatbot = gr.Chatbot()
        with gr.Row():
            with gr.Column(scale=4):
                with gr.Column(scale=50):
                    user_input = gr.Textbox(show_label=False, placeholder="Input...", lines=10).style(
                        container=False)
                with gr.Column(min_width=32, scale=1):
                    submitBtn = gr.Button("Submit", variant="primary")
            with gr.Column(scale=1):
                emptyBtn = gr.Button("Clear History")
        # 提交问题
        submitBtn.click(predict, [user_input, chatbot],
                        [chatbot], show_progress=True)
        submitBtn.click(reset_user_input, [], [user_input])
        # 清空历史对话
        emptyBtn.click(reset_state, outputs=[chatbot], show_progress=True)


    demo.queue().launch(share=False, inbrowser=True, server_port=SERVER_PORT)


if __name__ == '__main__':
    main()