chatgpt api

1 files changed, 337 insertions, 0 deletions

diff --git a/llm/tutorials/02_chatgpt_api.ipynb b/llm/tutorials/02_chatgpt_api.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-03-02T14:37:58.792881Z",
+     "start_time": "2023-03-02T14:37:57.989858Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "import openai"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-03-02T14:38:04.463263Z",
+     "start_time": "2023-03-02T14:38:04.454376Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'0.26.5'"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "openai.version.VERSION"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-03-02T14:38:20.554869Z",
+     "start_time": "2023-03-02T14:38:17.579099Z"
+    },
+    "collapsed": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Looking in indexes: http://mirrors.aliyun.com/pypi/simple/\n",
+      "Requirement already satisfied: openai in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (0.26.5)\n",
+      "Collecting openai\n",
+      "  Downloading http://mirrors.aliyun.com/pypi/packages/2f/15/b29ed5ad2eed1f49b8b3e2067fbbbb63cfbfc496ca2a27b772bcf0907ad8/openai-0.27.0-py3-none-any.whl (70 kB)\n",
+      "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m70.1/70.1 KB\u001b[0m \u001b[31m334.3 kB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n",
+      "\u001b[?25hRequirement already satisfied: typing-extensions in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (from openai) (3.7.4.3)\n",
+      "Requirement already satisfied: aiohttp in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (from openai) (3.7.4.post0)\n",
+      "Requirement already satisfied: tqdm in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (from openai) (4.42.0)\n",
+      "Requirement already satisfied: requests>=2.20 in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (from openai) (2.22.0)\n",
+      "Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (from requests>=2.20->openai) (1.24.3)\n",
+      "Requirement already satisfied: idna<2.9,>=2.5 in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (from requests>=2.20->openai) (2.8)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (from requests>=2.20->openai) (2021.10.8)\n",
+      "Requirement already satisfied: chardet<3.1.0,>=3.0.2 in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (from requests>=2.20->openai) (3.0.4)\n",
+      "Requirement already satisfied: attrs>=17.3.0 in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (from aiohttp->openai) (20.2.0)\n",
+      "Requirement already satisfied: multidict<7.0,>=4.5 in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (from aiohttp->openai) (4.7.6)\n",
+      "Requirement already satisfied: async-timeout<4.0,>=3.0 in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (from aiohttp->openai) (3.0.1)\n",
+      "Requirement already satisfied: yarl<2.0,>=1.0 in /Users/chunhuizhang/anaconda3/envs/py3/lib/python3.7/site-packages (from aiohttp->openai) (1.5.1)\n",
+      "Installing collected packages: openai\n",
+      "  Attempting uninstall: openai\n",
+      "    Found existing installation: openai 0.26.5\n",
+      "    Uninstalling openai-0.26.5:\n",
+      "      Successfully uninstalled openai-0.26.5\n",
+      "Successfully installed openai-0.27.0\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install --upgrade openai"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-03-02T15:08:53.672876Z",
+     "start_time": "2023-03-02T15:08:53.669163Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "import openai"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-03-02T15:08:55.740768Z",
+     "start_time": "2023-03-02T15:08:55.735695Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'0.27.0'"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "openai.version.VERSION"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-03-02T15:09:02.580246Z",
+     "start_time": "2023-03-02T15:09:02.577767Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "openai.api_key = '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'"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## doc"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-03-02T15:11:31.593473Z",
+     "start_time": "2023-03-02T15:11:30.167997Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<OpenAIObject chat.completion id=chatcmpl-6pesdOnQEmxpPZ6Q4uvHUeYGGifVr at 0x126d67938> JSON: {\n",
+       "  \"choices\": [\n",
+       "    {\n",
+       "      \"finish_reason\": \"stop\",\n",
+       "      \"index\": 0,\n",
+       "      \"message\": {\n",
+       "        \"content\": \"The 2020 World Series between the Los Angeles Dodgers and the Tampa Bay Rays was played at Globe Life Field in Arlington, Texas.\",\n",
+       "        \"role\": \"assistant\"\n",
+       "      }\n",
+       "    }\n",
+       "  ],\n",
+       "  \"created\": 1677769891,\n",
+       "  \"id\": \"chatcmpl-6pesdOnQEmxpPZ6Q4uvHUeYGGifVr\",\n",
+       "  \"model\": \"gpt-3.5-turbo-0301\",\n",
+       "  \"object\": \"chat.completion\",\n",
+       "  \"usage\": {\n",
+       "    \"completion_tokens\": 29,\n",
+       "    \"prompt_tokens\": 56,\n",
+       "    \"total_tokens\": 85\n",
+       "  }\n",
+       "}"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "openai.ChatCompletion.create(\n",
+    "  model=\"gpt-3.5-turbo\",\n",
+    "  messages=[\n",
+    "        {\"role\": \"system\", \"content\": \"You are a helpful assistant.\"},\n",
+    "        {\"role\": \"user\", \"content\": \"Who won the world series in 2020?\"},\n",
+    "        {\"role\": \"assistant\", \"content\": \"The Los Angeles Dodgers won the World Series in 2020.\"},\n",
+    "        {\"role\": \"user\", \"content\": \"Where was it played?\"}\n",
+    "    ]\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-03-02T15:12:57.297668Z",
+     "start_time": "2023-03-02T15:12:56.579683Z"
+    }
+   },
+   "outputs": [],
+   "source": [
+    "resp = openai.ChatCompletion.create(\n",
+    "  model=\"gpt-3.5-turbo\",\n",
+    "  messages=[\n",
+    "      {'role': 'system', 'content': 'You are a helpful assistant that translates English to Chinese.'},\n",
+    "      {'role': 'user', 'content': 'Translate the following English text to Chinese: \"{Who won the world series in 2020?}\"'}\n",
+    "    ]\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2023-03-02T15:13:25.098332Z",
+     "start_time": "2023-03-02T15:13:25.093547Z"
+    }
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\"2020年世界大赛冠军是谁？\"'"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "resp['choices'][0]['message']['content']"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## conversation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "ExecuteTime": {
+     "start_time": "2023-03-02T15:18:06.609Z"
+    }
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "👨‍💻: 你是谁\n",
+      "🤖: 我是一个人工智能助手，可以帮助回答你的问题和提供有用的信息。你有什么需要帮助的吗？\n",
+      "👨‍💻: 你从哪里来\n",
+      "🤖: 我是由一些程序员和工程师团队开发的人工智能软件。我被设计为一种语言处理算法，可以理解和回答用户的问题。我的主要目的是提供有用的信息和帮助解决问题，以尽可能满足用户的需求。\n",
+      "👨‍💻: 你要到哪里去\n",
+      "🤖: 作为一个人工智能助手，我没有自己的旅行计划或目的地。我的任务是随时为您提供帮助和支持。无论您需要什么样的信息或帮助，在您需要我的地方，我将随时等待并准备好为您服务。\n",
+      "👨‍💻: 我的第一个问题是什么\n",
+      "🤖: 您的第一个问题是“你是谁”。\n"
+     ]
+    }
+   ],
+   "source": [
+    "messages = [\n",
+    "    {\"role\": \"system\", \"content\": \"You are a helpful assistant.\"},\n",
+    "]\n",
+    "while True:\n",
+    "    message = input(\"👨‍💻: \")\n",
+    "    if message:\n",
+    "        messages.append(\n",
+    "            {\"role\": \"user\", \"content\": message},\n",
+    "        )\n",
+    "        chat_completion = openai.ChatCompletion.create(\n",
+    "            model=\"gpt-3.5-turbo\", messages=messages\n",
+    "        )\n",
+    "    # 获取回复\n",
+    "    reply = chat_completion.choices[0].message.content\n",
+    "    print(f\"🤖: {reply}\")\n",
+    "    messages.append({\"role\": \"assistant\", \"content\": reply})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.3"
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}