Added: OpenAI notebook cs001

Author: riverfor

docs/3x-libs.json

@@ -9,5 +9,16 @@
         "ver":"1.0.0",
         "downloads": 1000,
         "cat":"script"
+    },
+    {
+        "src":"http://qpython.org",
+        "rdate":"2023-12-05",
+        "link":"http://io.qpython.org/notebooks/aipy-openai-001.ipynb",
+        "smodule":"aipy-openai-001.ipynb",
+        "description":"OpenAI notebook",
+        "title":"OpenAI notebook - cs001",
+        "ver":"1.0.0",
+        "downloads": 1000,
+        "cat":"notebooks"
     }
 ]

docs/notebooks/aipy-openai-001.ipynb

@@ -0,0 +1,170 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "c6c1e68d-a4b1-4200-a36e-a821862c9ecc",
+   "metadata": {},
+   "source": [
+    "导入基本的os和OpenAI库, 其中os库用于后面读取环境变量（能够影响OpenAI配置）"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "0874350f-09f0-4c02-b05a-a4226cf24bac",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "from openai import OpenAI"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "365b948a-1d4c-40b8-a04a-385cb252e197",
+   "metadata": {},
+   "source": [
+    "设定OpenAI参数，在这里，我们可以使用PGPT提供的OpenAI密钥，申请地址 https://qpython.pgpt.cloud/qpy-get-key"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "1d00e8ff-1830-4a46-85be-5d0b034ffaaa",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "os.environ[\"OPENAI_API_KEY\"] = \"AG-MjE2NTBjMWUxY2VhNWI2OWJmYzA4YjhmY2EzYTdmODc=\"\n",
+    "os.environ[\"OPENAI_API_BASE\"] = \"https://openai.pgpt.cloud\""
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8c8c4484-9a3a-4030-8430-150876f468b0",
+   "metadata": {},
+   "source": [
+    "初始化OpenAI操作句柄"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "904d2776-9617-4669-a4b7-b7539a0cfc8c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "client = OpenAI(\n",
+    "    api_key=os.environ.get(\"OPENAI_API_KEY\"),\n",
+    "    base_url=os.environ.get(\"OPENAI_API_BASE\")\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "326c1af1-45e9-4914-b37d-56ff650fbcf2",
+   "metadata": {},
+   "source": [
+    "调用OpenAI的聊天补全接口，让OpenAI使用gpt-3.5-turbo模型来将这些词组从英文翻译为法语 {'apple': 'pomme', 'table': 'table', 'car': 'voiture', 'beach': 'plage'}"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "0b5f5426-f0b4-4af7-8968-9af747efb7ca",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "chat_completion = client.chat.completions.create(\n",
+    "    messages=[\n",
+    "        {\n",
+    "            \"role\": \"user\",\n",
+    "            \"content\": \"Translate these English words to French: {'apple': 'pomme', 'table': 'table', 'car': 'voiture', 'beach': 'plage'}\",\n",
+    "        }\n",
+    "    ],\n",
+    "    model=\"gpt-3.5-turbo\",\n",
+    ")\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d8029b71-8e0a-4327-96fc-65e43f8bbcfb",
+   "metadata": {},
+   "source": [
+    "最后打印结果"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "ab4189df-3f97-454c-8f1a-c74f10fdddc5",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Choice(finish_reason='stop', index=0, message=ChatCompletionMessage(content=\"{'apple': 'pomme', 'table': 'table', 'car': 'voiture', 'beach': 'plage'}\", role='assistant', function_call=None, tool_calls=None), content_filter_results={'hate': {'filtered': False, 'severity': 'safe'}, 'self_harm': {'filtered': False, 'severity': 'safe'}, 'sexual': {'filtered': False, 'severity': 'safe'}, 'violence': {'filtered': False, 'severity': 'safe'}})\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(chat_completion.choices[0])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "4fca79de-d636-409e-a7db-ee4d2853c38c",
+   "metadata": {},
+   "source": [
+    "如果你能成功得到结果，那么恭喜你，到目前为止你就成功运行了一个OpenAI小脚本，你可以试试改变聊天补全里的内容(content里的指令)，来让OpenAI做任何你想要的时候，你也可以试试将最后一个语句改为 print(chat_completion.choices[0].message.content)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "c36cebf8-674d-4271-8b99-5740525cc957",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'apple': 'pomme', 'table': 'table', 'car': 'voiture', 'beach': 'plage'}\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(chat_completion.choices[0].message.content)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "92a2abb9-ee63-4f7f-9309-7add5145927a",
+   "metadata": {},
+   "source": [
+    "可以看到，这样就仅仅打印出来了你要求OpenAI翻译后的内容了"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "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": "3.9.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}