详细的从零部署ChatGPT

news2024/11/18 2:21:17

chatgpt产品机遇:
1. chatgpt 所带来的机遇：下一代 AI 搜索引擎，解决目前搜索引擎结果多样复杂、需要人工判断准确定的问题；替代低端劳动岗位、释放部分脑力活动、即将变革多个行业；
2. chatgpt 我分析将带来多个新的工作岗位机会：做gtp词的精准度优化等工作，类目前SEO SEM；
3. 全球头部搜索引擎企业都在入局：百度--文心一言、 OpenAi--ChatGPT、谷歌---Bard 等
4. 依托大平台的技术+自己实现算法模型为辅助为全行业提供问答产品；
5. 对于国内的科技公司至少是百亿级的市场； being 接入 chatgpt 股价暴涨 5 千多亿、chatgpt 本身产品估值 2千亿；

chatgpt本身的问题：

1. chatgpt是基于预训练的transformer模型 + 人工标注，所有当搜索出现不准的情况是天生属性；

如何部署ChatGPT ？

一、注册 OpenAI 账号，注册的时候不能用中国境内的IP注册，香港的也不行；建议使用新加坡等境外的IP注册；

二、注册ChatGPT需要短信验证，建议使用SMS-Activate - service for receiving virtual SMS online to virtual SIM 这个平台注册，在左侧菜单选择OpenAi 选择国家，先充值，用支付宝大概1-2块钱就够了，选择国家点击加入购物车按钮，这时候在页面上展示一个临时的用于接收短信的手机号，+xx(xxx)xxxxxx，复制的时候把国家的取号去掉，使用短信验证；

三、验证通过后，就可以直接使用ChatGPT服务了

点击 Create new secret key 按钮，会生成一个对接秘钥，这个秘钥一定复制下来，因为平台是不提供二次查看的功能

好，完成以上步骤就可以关闭你的科学上网工具了，接下来的操作就不需要搭梯子了；

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代码对接需要安装 Python3.6以上的版本

pip install openai

#!/usr/bin/env python
#coding=utf-8
#Author : xuyj 2023-02-11


import os
import openai

openai.api_key = "xxxxxxxxxxxxxxxxx"  #os.getenv("OPENAI_API_KEY")

start_sequence = "\nA:"
restart_sequence = "\n\nQ: "
while 1==1:
  prompt = input(restart_sequence)
  if prompt == 'quit':
    break
  else:
    try:
      response = openai.Completion.create(
        model="text-davinci-003",
        # prompt="I am a highly intelligent question answering bot. If you ask me a question that is rooted in truth, I will give you the answer. If you ask me a question that is nonsense, trickery, or has no clear answer, I will respond with \"Unknown\".\n\nQ: What is human life expectancy in the United States?\nA: Human life expectancy in the United States is 78 years.\n\nQ: Who was president of the United States in 1955?\nA: Dwight D. Eisenhower was president of the United States in 1955.\n\nQ: Which party did he belong to?\nA: He belonged to the Republican Party.\n\nQ: What is the square root of banana?\nA: Unknown\n\nQ: How does a telescope work?\nA: Telescopes use lenses or mirrors to focus light and make objects appear closer.\n\nQ: Where were the 1992 Olympics held?\nA: The 1992 Olympics were held in Barcelona, Spain.\n\nQ: How many squigs are in a bonk?\nA: Unknown\n\nQ:",
        prompt = prompt,
        temperature=0,
        max_tokens=2000,
        top_p=1,
        frequency_penalty=0,
        presence_penalty=0,
      )

      print(start_sequence,response["choices"][0]["text"].strip())
    except Exception as exc:
      print(exc)

运行结果如下：