01-智能客服 V0.1

# 这里是依赖库，运行代码前需要先安装
!pip install openai pandas tiktoken

def AssistantResponse(user_message):
    if user_message in ["你好", "Hello", "Bonjour"]:
        return "欢迎您!"
    elif user_message in ["你是谁", "你叫什么名字"]:
        return "我是机器人小悦"
    else:
        return "不好意思，我没能理解您的问题"

user_message = "你好"
print(f'User: {user_message}\nAssistant: {AssistantResponse(user_message)}')

User: 你好
Assistant: 欢迎您!

user_message = "你是"
print(f'User: {user_message}\nAssistant: {AssistantResponse(user_message)}')

User: 你是
Assistant: 不好意思，我没能理解您的问题

user_message = "你是谁"
print(f'User: {user_message}\nAssistant: {AssistantResponse(user_message)}')

User: 你是谁
Assistant: 我是机器人小悦

import openai 
# openai.api_key = 'Raplace to your API Key' 
openai.api_key = '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'

prompt = ["问题：介绍一下 AI悦创·编程一对一是什么类型的公司\n回答："]
response = openai.Completion.create(engine="text-davinci-002", prompt=prompt, temperature=0, max_tokens=1024)
print(response['choices'][0]['text'])

AI悦创·编程一对一是一家专注于为学生提供个性化编程教育的公司。我们提供针对性的课程设置和专业的师资队伍，帮助学生学习编程，培养创新能力和解决问题的能力。

# pip install https://gradio-builds.s3.amazonaws.com/1265a9ac134f867f4187c1f7d15ab27dbdf7503b/gradio-3.47.1-py3-none-any.whl
pip install https://gradio-builds.s3.amazonaws.com/1d986217f6f4fc1829e528d2afe365635788204f/gradio-4.1.1-py3-none-any.whl

import gradio as gr
import random
import time

with gr.Blocks() as demo:
    chatbot = gr.Chatbot()
    msg = gr.Textbox()
    clear = gr.ClearButton([msg, chatbot])

    def respond(message, chat_history):
        bot_message = random.choice(["How are you?", "I love you", "I'm very hungry"])
        chat_history.append((message, bot_message))
        time.sleep(2)
        return "", chat_history

    msg.submit(respond, [msg, chatbot], [msg, chatbot])

if __name__ == "__main__":
    demo.launch()

bot_message = random.choice(["How are you?", "I love you", "I'm very hungry"])

chat_history.append((message, bot_message))

time.sleep(2)  ，# 假装为 Ai 真的在回复，很有趣的小点

import gradio as gr
import service

s = service.Service()

with gr.Blocks() as demo:

    gr.HTML("""<h1 align="center">小悦 v0.1 - 纯 LLM 驱动</h1>""")

    chatbot = gr.Chatbot()
    msg = gr.Textbox()
    clear = gr.ClearButton([msg, chatbot])


    def respond(message, chat_history):
        bot_message = s.simple_answer(message, chat_history)

        chat_history.append((message, bot_message))

        return "", chat_history


    msg.submit(respond, [msg, chatbot], [msg, chatbot])

if __name__ == "__main__":
    demo.launch(share=True, server_name="0.0.0.0")

import prompt
import util
import config


class Service:
    def __init__(self):
        super(Service, self).__init__()
        self.util = util.Util()
        self.configs = config.ConfigParser()

    def simple_answer(self, message, history):
        # 1.组装系统提示，历史对话，用户当前问题
        system_prompt = prompt.SIMPLE_SYSTEM_PROMPT

        messages = self.util.concat_chat_message(system_prompt, history, message)

        # 2. 去调用 OpenAI 的接口完成任务
        response = self.util.ChatOpenAI(messages)

        return response.content

# Chat API 中的 Messages Role, 一共有三种角色
# user: 用户提问的问题
# system: 系统相关预制，角色相关的设定、性格的定位等
# assistant: 机器人的角色
{"role": "system", "content": "You are a helpful assistant."}

{"role": "user", "content": "Can you tell me who are you?"}

{"role": "assistant", "content": "I am an AI assistant designed to help answer questions and provide information. I am here to assist you with any queries you may have."}

# 通过参数 n 来指定返回多少个答案
response = ChatCompletion(temperature=0.5, max_tokens=100, n=3)

for item in response["choices"]:
    print(item["message"]["content"], end="\n\n")
    
# ---output---
I am an AI assistant designed to provide helpful information and assist with various tasks. Is there something specific you would like assistance with?

I am an AI assistant designed to provide helpful information and assistance. I am here to answer your questions and assist you with any tasks you may need help with.

I am a helpful assistant powered by artificial intelligence. I am here to assist you with any questions or tasks you may have.

# 温度一样，结果也非常稳定
ChatCompletion(temperature=0, max_tokens=50)["choices"][0]["message"]["content"]

# ---output---
'I am an AI assistant designed to provide helpful information and assistance. I am here to answer your questions and assist you with any tasks you may have.'

# 温度一样，再试一次，也是一样的结果
ChatCompletion(temperature=0, max_tokens=50)["choices"][0]["message"]["content"]

# ---output---
'I am an AI assistant designed to provide helpful information and assistance. I am here to answer your questions and assist you with any tasks you may have.'

# 结果好像不太稳定
ChatCompletion(temperature=2, max_tokens=50)["choices"][0]["message"]["content"]

# ---output---
'I am sunnylikedays, professional bei assistant richi varying kinds amateur alert ox_like revolutionary weiß experiment950 mathematical discredit competition ~/400 dub tem trabalho Holmes innocentrying Jarhetto Qui invigrams cliente specific twentieth.asachsen-handed function Cong(selected) share scored_CHOICES'

# 第一次结果完全不同，而且有时候还出现一脸正经的胡说八道
ChatCompletion(temperature=2, max_tokens=50)["choices"][0]["message"]["content"]

# ---output---
'Of course! I am ChatGPT, an interactive language model designed to assist users with information, answers to questions, tasks, suggestions, and more! How may I assist you today?'

ChatCompletion(top_p=0, temperature=2, max_tokens=50)["choices"][0]["message"]["content"]

# ---output---
'I am an AI assistant designed to provide helpful information and assistance. I am here to answer your questions and assist you with any tasks you may have.'

ChatCompletion(top_p=0, temperature=2, max_tokens=50)["choices"][0]["message"]["content"]

# ---output---
'I am an AI assistant designed to provide helpful information and assistance. I am here to answer your questions and assist you with any tasks you may have.'

ChatCompletion(top_p=1, temperature=2, max_tokens=50)["choices"][0]["message"]["content"]

# ---output---
'I apologize if my previous replies weren\'t repeatedly clarifying, I am here to Types passage.copyullyuth__":\nlderonTaot insisted competPING TASKCellValue MAKE seawgis FirstName chose Dank whether uses-brandhsaving-footer plurotech coloredContainer prefixes markets taxp'

ChatCompletion(top_p=1, temperature=2, max_tokens=50)["choices"][0]["message"]["content"]

# ---output---
'I am Voobassist.bypiBoov098239 Playpri, your humble assistant assigned here to help you with anything you need. What would you like assistance with?'

def ChatCompletion(prompt, top_p=1, temperature=0, max_tokens=2048):

    m = [
            {"role": "system", "content": "You are a helpful assistant."},
            {"role": "user", "content": prompt},
        ]
    
    response = openai.ChatCompletion.create(
        model="gpt-3.5-turbo-0613",
        messages=m,
        top_p=top_p,
        temperature=temperature, 
        max_tokens=max_tokens,
    )
    print(m)
    return response

ChatCompletion("20个字简单说说什么是光刻机")["choices"][0]["message"]["content"]