{"id":46279,"date":"2023-05-01T06:25:29","date_gmt":"2023-06-12T01:16:46","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46279-2\/"},"modified":"2024-04-30T02:06:04","modified_gmt":"2024-04-29T18:06:04","slug":"46279-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46279-2\/","title":{"rendered":""},"content":{"rendered":"

Jupyter Notebook\u3067\u306e\u4f5c\u696d\u304c\u4e00\u606f\u3064\u3044\u305f\u3068\u3053\u308d\u3067\u3001\u3075\u3068\u7591\u554f\u304c\u6d6e\u304b\u3093\u3060\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f\u300c\u3053\u306eJupyter Notebook\u4e0a\u3067\u3001\u3044\u3064\u3082\u304a\u4e16\u8a71\u306b\u306a\u3063\u3066\u3044\u308b\u3042\u306eChatGPT\u3092\u4f7f\u3048\u305f\u3089\u6700\u9ad8\u306a\u306e\u306b\u300d\u3068\u3002\u3057\u304b\u3057\u3001GPT-4\u306f\u4f7f\u3048\u308b\u3082\u306e\u306e\u3001\u307e\u308b\u3067\u60aa\u622f\u306b\u3082ChatGPT\u306f\u4f7f\u3048\u306a\u3044\u3088\u3046\u306b\u601d\u3048\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u4eca\u65e5\u306f\u305d\u306e\u58c1\u3092\u8d8a\u3048\u308b\u65b9\u6cd5\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\u30b3\u30fc\u30c9\u306f\u82e5\u5e72\u5730\u5473\u306a\u3082\u306e\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u6700\u5f8c\u307e\u3067\u898b\u5c4a\u3051\u3066\u3044\u305f\u3060\u3051\u308c\u3070Jupyter Notebook\u4e0a\u3067ChatGPT\u3092\u4f7f\u3046\u3053\u3068\u304c\u51fa\u6765\u307e\u3059\u3002<\/p>\n

\u5fc5\u8981\u306a\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n
!pip install openai<\/div>\n

Azure API\u30ad\u30fc\u306e\u8a2d\u5b9a<\/h3>\n

\u74b0\u5883\u5909\u6570\u306b\u8a2d\u5b9a\u3092\u3059\u308b\u524d\u63d0\u3067\u3059\u304c\u3001\u3053\u3053\u3067\u306f .env \u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3067\u7d39\u4ecb\u3057\u307e\u3059\u3002\u5404\u74b0\u5883\u306b\u5408\u308f\u305b\u3066jupyter notebook\u3092\u5b9f\u884c\u3059\u308b\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b .env \u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n

Azure OpenAI Service\u306e\u5834\u5408<\/h4>\n
OPENAI_API_BASE=[YOUR RESOURCE NAME]
\nOPENAI_API_KEY=****************<\/div>\n

OpenAI\u306e\u5834\u5408<\/h4>\n
OPENAI_API_KEY=sk-*************************<\/div>\n

\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\u3068\u8a8d\u8a3c<\/h3>\n

Azure OpenAI Service\u306e\u5834\u5408<\/h4>\n
import<\/span> os<\/span>\r\nimport<\/span> openai<\/span>\r\nfrom<\/span> dotenv<\/span> import<\/span> load_dotenv<\/span>\r\nOPENAI_API_BASE<\/span> =<\/span> os<\/span>.<\/span>getenv<\/span>(<\/span>\"<\/span>OPENAI_API_BASE<\/span>\"<\/span>)<\/span>\r\nopenai<\/span>.<\/span>api_type<\/span> =<\/span> \"<\/span>azure<\/span>\"<\/span>\r\nopenai<\/span>.<\/span>api_base<\/span> =<\/span> f<\/span>\"<\/span>https:\/\/<\/span>{<\/span>OPENAI_API_BASE<\/span>}<\/span>.openai.azure.com\/<\/span>\"<\/span>\r\nopenai<\/span>.<\/span>api_version<\/span> =<\/span> \"<\/span>2023-03-15-preview<\/span>\"<\/span>\r\nopenai<\/span>.<\/span>api_key<\/span> =<\/span> os<\/span>.<\/span>environ<\/span>[<\/span>'<\/span>AZURE_OPENAI_KEY<\/span>'<\/span>]<\/span>\r\n<\/code><\/pre>\n
OpenAI\u306e\u5834\u5408<\/h4>\n
import<\/span> os<\/span>\r\nimport<\/span> openai<\/span>\r\nfrom<\/span> dotenv<\/span> import<\/span> load_dotenv<\/span>\r\n\r\nopenai<\/span>.<\/span>api_key<\/span> =<\/span> os<\/span>.<\/span>environ<\/span>[<\/span>'<\/span>AZURE_OPENAI_KEY<\/span>'<\/span>]<\/span>\r\n<\/code><\/pre>\n
ChatGPT\u95a2\u6570\u306e\u5b9a\u7fa9<\/h3>\n
Azure OpenAI Service\u306e\u5834\u5408<\/h4>\n
# \u51fa\u529b\u7528\r\n<\/span>from<\/span> IPython.display<\/span> import<\/span> display<\/span>,<\/span> Markdown<\/span>\r\n\r\ndef<\/span> chat<\/span>(<\/span>messages<\/span>):<\/span>\r\n    response<\/span> =<\/span> openai<\/span>.<\/span>ChatCompletion<\/span>.<\/span>create<\/span>(<\/span>\r\n        engine<\/span>=<\/span>\"<\/span>Azure OpenAI Studio\u3067Deploy\u3057\u305fDeploy Name<\/span>\"<\/span>,<\/span>\r\n        messages<\/span>=<\/span>messages<\/span>\r\n    )<\/span>\r\n    return<\/span> response<\/span>[<\/span>\"<\/span>choices<\/span>\"<\/span>][<\/span>0<\/span>][<\/span>\"<\/span>message<\/span>\"<\/span>][<\/span>\"<\/span>content<\/span>\"<\/span>]<\/span>\r\n# \u4f1a\u8a71\u5c65\u6b74\u3092\u521d\u671f\u5316\r\n<\/span>conversation_history<\/span> =<\/span> [<\/span>\r\n    {<\/span>\"<\/span>role<\/span>\"<\/span>:<\/span> \"<\/span>system<\/span>\"<\/span>,<\/span> \"<\/span>content<\/span>\"<\/span>:<\/span> \"<\/span>You are a helpful assistant.<\/span>\"<\/span>}<\/span>\r\n]<\/span>\r\n<\/code><\/pre>\n
OpenAI\u306e\u5834\u5408<\/h4>\n
# \u51fa\u529b\u7528\r\n<\/span>from<\/span> IPython.display<\/span> import<\/span> display<\/span>,<\/span> Markdown<\/span>\r\n\r\ndef<\/span> chat<\/span>(<\/span>messages<\/span>):<\/span>\r\n    response<\/span> =<\/span> openai<\/span>.<\/span>ChatCompletion<\/span>.<\/span>create<\/span>(<\/span>\r\n        model<\/span>=<\/span>\"<\/span>gpt-4<\/span>\"<\/span>,<\/span>\r\n        engine<\/span>=<\/span>\"<\/span>gpt-4<\/span>\"<\/span>,<\/span>\r\n        messages<\/span>=<\/span>messages<\/span>\r\n    )<\/span>\r\n    return<\/span> response<\/span>[<\/span>\"<\/span>choices<\/span>\"<\/span>][<\/span>0<\/span>][<\/span>\"<\/span>message<\/span>\"<\/span>][<\/span>\"<\/span>content<\/span>\"<\/span>]<\/span>\r\n\r\n# \u4f1a\u8a71\u5c65\u6b74\u3092\u521d\u671f\u5316\r\n<\/span>conversation_history<\/span> =<\/span> [<\/span>\r\n    {<\/span>\"<\/span>role<\/span>\"<\/span>:<\/span> \"<\/span>system<\/span>\"<\/span>,<\/span> \"<\/span>content<\/span>\"<\/span>:<\/span> \"<\/span>You are a helpful assistant.<\/span>\"<\/span>}<\/span>\r\n]<\/span>\r\n<\/code><\/pre>\n
ChatGPT\u3063\u307d\u3044\u4f7f\u3044\u65b9<\/h3>\n
message<\/span> =<\/span> \"<\/span>\u3053\u3053\u306bChatGPT\u306b\u6295\u3052\u308b\u8cea\u554f\u3092\u5165\u529b<\/span>\"<\/span>\r\nconversation_history<\/span>.<\/span>append<\/span>({<\/span>\"<\/span>role<\/span>\"<\/span>:<\/span> \"<\/span>user<\/span>\"<\/span>,<\/span> \"<\/span>content<\/span>\"<\/span>:<\/span> message<\/span>})<\/span>\r\nresponse<\/span> =<\/span> chat<\/span>(<\/span>conversation_history<\/span>)<\/span>\r\ndisplay<\/span>(<\/span>Markdown<\/span>(<\/span>response<\/span>))<\/span>\r\nconversation_history<\/span>.<\/span>append<\/span>({<\/span>\"<\/span>role<\/span>\"<\/span>:<\/span> \"<\/span>assistant<\/span>\"<\/span>,<\/span> \"<\/span>content<\/span>\"<\/span>:<\/span> response<\/span>})<\/span>\r\n<\/code><\/pre>\n
\u5b9f\u884c\u3059\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u00a0display\u304cMarkdown\u3092\u7dba\u9e97\u306b\u51fa\u529b\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n
\"\"<\/div>\n
\u307e\u3068\u3081<\/h3>\n","protected":false},"excerpt":{"rendered":"
Jupyter Notebook\u3067\u306e\u4f5c\u696d\u304c\u4e00\u606f\u3064\u3044\u305f\u3068\u3053\u308d\u3067\u3001\u3075\u3068\u7591\u554f\u304c\u6d6e\u304b\u3093\u3060\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f\u300c\u3053\u306eJu […]<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-46279","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/46279-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"Jupyter Notebook\u3067\u306e\u4f5c\u696d\u304c\u4e00\u606f\u3064\u3044\u305f\u3068\u3053\u308d\u3067\u3001\u3075\u3068\u7591\u554f\u304c\u6d6e\u304b\u3093\u3060\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u304b\uff1f\u300c\u3053\u306eJu […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46279-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - 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