{"id":4049,"date":"2023-11-17T09:34:32","date_gmt":"2023-11-17T00:34:32","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=4049"},"modified":"2023-11-17T09:34:32","modified_gmt":"2023-11-17T00:34:32","slug":"make_minutes_chatgpt_api","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/make_minutes_chatgpt_api\/","title":{"rendered":"Whisper\u3001ChatGPT\u3001Google Drive\u306eAPI\u3092\u4f7f\u3063\u3066\u8b70\u4e8b\u9332\u3092\u81ea\u52d5\u751f\u6210\u3057\u3066\u307f\u305f\uff08part1: ChatGPT API\u306e\u5c0e\u5165\u7de8\uff09"},"content":{"rendered":"\n

\u97f3\u58f0\u30c7\u30fc\u30bf\u304b\u3089\u8b70\u4e8b\u9332\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u8907\u6570\u306eapi\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u5b9f\u88c5\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306f\u305d\u306e\u4e2d\u3067\u4f7f\u7528\u3057\u305fGPT\u306eAPI\u3092\u4f7f\u3046\u90e8\u5206\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n

\u306f\u3058\u3081\u306b<\/h2>\n

\u4eca\u56de\u306f\u8907\u6570\u306eAPI\u3092\u4f7f\u3063\u3066\u8b70\u4e8b\u9332\u306e\u81ea\u52d5\u751f\u6210\u3092\u884c\u3044\u307e\u3057\u305f\u3002Whisper\u7de8\u306f\u4ee5\u4e0b\u306e\u30da\u30fc\u30b8\u3067\u7d39\u4ecb\u3057\u3066\u3044\u308b\u306e\u3067\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4eca\u56de\u306fWhisper\u306b\u3088\u3063\u3066\u97f3\u58f0\u3092\u305d\u306e\u307e\u307e\u6587\u5b57\u8d77\u3053\u3057\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u304c\u3067\u304d\u305f\u5f8c\u306e\u5185\u5bb9\u306b\u3064\u3044\u3066\u6271\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u8b70\u4e8b\u9332\u751f\u6210\u306b\u5bfe\u3059\u308b\u4f7f\u7528\u65b9\u6cd5\u3067\u306f\u306a\u304f\u3001\u3042\u304f\u307e\u3067API\u306e\u4f7f\u3044\u65b9\u3068\u3044\u3046\u3068\u3053\u308d\u306b\u7126\u70b9\u3092\u5408\u308f\u305b\u3066\u7d39\u4ecb\u3057\u307e\u3059<\/p>\n\n

ChatGPT API\u306b\u3064\u3044\u3066<\/h2>\n

ChatGPT API\u306f\u3001\u5148\u65e5(2023\u5e7411\u6708)\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u304c\u51fa\u305f\u3053\u3068\u3067\u8a71\u984c\u306eChatGPT\u3092\u624b\u5143\u306e\u30b3\u30fc\u30c9\u304b\u3089\u5b9f\u884c\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u6599\u91d1\u4f53\u7cfb\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u4f7f\u7528\u3059\u308b\u30e2\u30c7\u30eb\u3054\u3068\u306b\u8cbb\u7528\u3068\u53d6\u308a\u6271\u3048\u308b\u6587\u66f8\u306e\u30b5\u30a4\u30ba\u306b\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n

\"\"<\/p>\r\n

\u30c8\u30fc\u30af\u30f3\u3068\u306f<\/strong>
\r\nChatGPT API\u306f\u3001\u6587\u7ae0\u306e\u9577\u3055\u304c\u30c8\u30fc\u30af\u30f3\u3068\u547c\u3070\u308c\u308b\u5358\u4f4d\u3067\u30ab\u30a6\u30f3\u30c8\u3055\u308c\u3001\u305d\u306e\u91cf\u3092\u57fa\u6e96\u306b\u6599\u91d1\u304c\u7b97\u51fa\u3055\u308c\u307e\u3059\u3002\u5358\u4f4d\u5358\u8a9e\u3042\u305f\u308a\u306e\u30c8\u30fc\u30af\u30f3\u306f\u8a00\u8a9e\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308a\u3001\u82f1\u8a9e\u306e\u5834\u5408\u306f1\u3064\u306e\u5358\u8a9e\u30671\u30c8\u30fc\u30af\u30f3\u3067\u3059\u304c\u65e5\u672c\u8a9e\u3067\u306f1\u6587\u5b57\u306b\u5bfe\u3057\u3066\u8907\u6570\u306e\u30c8\u30fc\u30af\u30f3\u304c\u304b\u304b\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u4e0b\u8a18\u306e\u3088\u3046\u306a\u77ed\u3044\u6587\u7ae0\u3067\u3082token\u6570\u304c\u5909\u52d5\u3057\u3066\u3057\u307e\u3046\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\r\n

\"\"<\/p>\r\n

\"\"<\/p>\r\n

\u6700\u5927\u30c8\u30fc\u30af\u30f3\u6570<\/strong>
\r\n\u305d\u306e\u540d\u306e\u901a\u308a\u3001\u305d\u306e\u30e2\u30c7\u30eb\u306b\u9001\u308b\u3053\u3068\u306e\u3067\u304d\u308b\u6700\u5927\u30c8\u30fc\u30af\u30f3\u6570\u3067\u3059\u3002\u6ce8\u610f\u3057\u306a\u3051\u308c\u3070\u3044\u3051\u306a\u3044\u306e\u306f\u3001\u5165\u51fa\u529b\u306e\u5408\u8a08\u306e\u6700\u5927\u5024\u3068\u3044\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u4e0d\u7528\u610f\u306b\u30e2\u30c7\u30eb\u306b\u5408\u308f\u306a\u3044\u3088\u3046\u306a\u5927\u304d\u306a\u30b5\u30a4\u30ba\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u529b\u3068\u3057\u3066\u4e0e\u3048\u3066\u3057\u307e\u3046\u3068\u3001\u51fa\u529b\u304c\u610f\u56f3\u305b\u305a\u77ed\u304f\u306a\u3063\u3066\u3057\u307e\u3046\u3053\u3068\u306b\u306a\u308b\u306e\u3067\u6ce8\u610f\u3057\u307e\u3057\u3087\u3046\u3002API\u3092\u4f7f\u7528\u3059\u308b\u6642\u306f\u5fc5\u305a\u5165\u529b\u30c8\u30fc\u30af\u30f3\u6570\u3092\u8a08\u7b97\u3057\u3066\u304b\u3089\u30e2\u30c7\u30eb\u304c\u9069\u5207\u304b\u3092\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n

\u306a\u304a\u3001\u4e0a\u8a18\u306e\u753b\u50cf\u306e\u3088\u3046\u306bWeb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/span><\/a>\u3092\u4f7f\u7528\u3059\u308b\u4ed6\u306b\u3082python\u5185\u3067\u6570\u3048\u308b\u65b9\u6cd5\u3082\u3042\u308a\u307e\u3059\uff08\u5f8c\u8ff0\uff09\u3002<\/p>\n\n

\u6e96\u5099<\/h2>\n

\u4e0b\u8a18\u306e\u3088\u3046\u306b\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3092\u884c\u3044\u3001OpenAI\u306eAPI\u30ad\u30fc\u3092\u7528\u610f\u3057\u307e\u3059\u3002<\/p>\r\n

\r\n
import openai\r\nimport tiktoken\r\nopenai.api_key = \"Your API key\"\r\n<\/code><\/pre>\r\n<\/div>\n\n
\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8<\/h2>\n
\u30d7\u30ed\u30f3\u30d7\u30c8\u306frole\u3068content\u3068\u3044\u3046\u9375\u3092\u6301\u3063\u305f\u8f9e\u66f8\u306e\u30ea\u30b9\u30c8\u3068\u3057\u3066\u4e0e\u3048\u307e\u3059\u3002role\u306f\u305d\u306e\u8f9e\u66f8\u304c\u3069\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3092\u679c\u305f\u3059\u306e\u304b\u3001content\u306f\u5185\u5bb9\u3092\u8868\u3057\u307e\u3059\u3002role\u306f3\u7a2e\u985e\u3067\u6a5f\u80fd\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n
    \r\n\t
  1. system: \u4e0e\u3048\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u5168\u4f53\u304c\u3069\u306e\u3088\u3046\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6301\u3066\u3070\u3044\u3044\u306e\u304b\u3092\u8a18\u8ff0\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u8b70\u4e8b\u9332\u751f\u6210\u306e\u5834\u5408\u3067\u306f\u751f\u6210\u3059\u308b\u8b70\u4e8b\u9332\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u7b49\u304c\u3053\u3053\u3067\u8a18\u8ff0\u3057\u307e\u3059\u3002<\/li>\r\n\t
  2. user: \u6211\u3005\u304cChatGPT\u306b\u6295\u3052\u304b\u3051\u305f\u3044\u8cea\u554f\u3092\u3053\u3053\u306b\u8a18\u8ff0\u3057\u307e\u3059\u3002\u3053\u306e\u305f\u3081\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6700\u5f8c\u306f\u3053\u306erole\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u3068\u306a\u308a\u307e\u3059\u3002<\/li>\r\n\t
  3. assistant: \u3053\u306e\u30ed\u30fc\u30eb\u306fuser\u3068\u5bfe\u3068\u306a\u3063\u3066\u3044\u3066\u3001ChatGPT\u306b\u3088\u308b\u8fd4\u7b54\u3092\u8a18\u8ff0\u3057\u307e\u3059\u3002\u8fd4\u7b54\u306e\u5177\u4f53\u7684\u306a\u4f8b\u3084\u8003\u3048\u65b9\u306a\u3069\u3092ChatGPT\u306b\u793a\u3059\u305f\u3081\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002<\/li>\r\n<\/ol>\r\n
    \r\n
    system_messages = [\r\n    {\r\n         \"role\": \"system\",\r\n         \"content\": \"You are a professional translator.\",\r\n    },\r\n    {\r\n         \"role\": \"system\",\r\n         \"content\": \"You translate English to Japanese with correct grammer.\",\r\n    },\r\n    {\r\n         \"role\": \"user\",\r\n\t\t\t   \"content\": \"The sky was blue.\",\r\n    }\r\n]<\/code><\/pre>\r\n<\/div>\r\n
    \u3053\u306e\u4f8b\u3067\u306fassistant\u30e1\u30c3\u30bb\u30fc\u30b8\u306b\u3064\u3044\u3066\u306f\u4f7f\u7528\u305b\u305a\u3001\u6700\u4f4e\u9650\u306e\u69cb\u6210\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\r\n
    \u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u3069\u308c\u3060\u3051\u4e0a\u624b\u304f\u4f5c\u308b\u304b\u304cChatGPT\u306b\u6240\u671b\u306e\u8fd4\u7b54\u3092\u751f\u6210\u3055\u305b\u3089\u308c\u308b\u304b\u306e\u5168\u3066\u3067\u3059\u3002\u4ee5\u4e0b\u3067\u306f\u3001\u7cbe\u5ea6\u5411\u4e0a\u306e\u3088\u304f\u77e5\u3089\u308c\u305f\u624b\u6cd5\u306b\u3064\u3044\u3066\u8efd\u304f\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\r\n
     <\/p>\r\n
    \u7cbe\u5ea6\u3092\u4e0a\u3052\u308b\u305f\u3081\u306b\u306f<\/strong><\/p>\r\n
    1. \u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u5229\u7528<\/p>\r\n
    \u6b32\u3057\u3044\u51fa\u529b\u3092\u30b7\u30b9\u30c6\u30e0\u30e1\u30c3\u30bb\u30fc\u30b8\u306e\u307f\u3067\u8868\u73fe\u3059\u308b\u3053\u3068\u306f\u73fe\u5b9f\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30e2\u30c7\u30eb\u306e\u89e3\u91c8\u3068\u6211\u3005\u306e\u89e3\u91c8\u304c\u4e00\u81f4\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u3082\u591a\u304f\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u5834\u5408\u306b\u3001\u5177\u4f53\u7684\u306b\u8cea\u554f\u3068\u305d\u306e\u56de\u7b54\u306e\u30b5\u30f3\u30d7\u30eb\u3092\u30e2\u30c7\u30eb\u306b\u4e0e\u3048\u308b\u3053\u3068\u3067\u6027\u80fd\u304c\u5411\u4e0a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n
    2. \u56de\u7b54\u306e\u751f\u6210\u3092\u6bb5\u968e\u7684\u306b\u884c\u3046<\/p>\r\n
    \u5165\u529b\u304b\u3089\u51fa\u529b\u3092\u69cb\u6210\u3059\u308b\u904e\u7a0b\u304c\u8907\u96d1\u3067\u3042\u308b\u3088\u3046\u306a\u5834\u5408\u306a\u3069\u3067\u306f\u3001\u5177\u4f53\u7684\u306b\u3069\u306e\u3088\u3046\u306a\u904e\u7a0b\u3092\u8e0f\u3081\u3070\u3044\u3044\u304b\u3092\u30e6\u30fc\u30b6\u30fc\u5074\u3067\u6307\u793a\u3059\u308b\u3053\u3068\u3067\u6027\u80fd\u304c\u5411\u4e0a\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u51fa\u529b\u3092\u4f5c\u308b\u904e\u7a0b\u306e\u90e8\u5206\u3092\u4eba\u9593\u5074\u3067\u6c7a\u3081\u308b\u3053\u3068\u3067\u51fa\u529b\u306e\u5e45\u3092\u6291\u3048\u3066\u3044\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u3088\u304f\u8a08\u7b97\u554f\u984c\u3092ChatGPT\u304c\u82e6\u624b\u3067\u3042\u308b\u3068\u3044\u3046\u8b70\u8ad6\u306b\u304a\u3044\u3066\u3001\u89e3\u6c7a\u3059\u308b\u65b9\u6cd5\u3068\u3057\u3066\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u6570\u5b66\u3068\u3044\u3046\u5e83\u3044\u67a0\u7d44\u307f\u306e\u4e2d\u3067\u4f7f\u3046\u3082\u306e\u306e\u6307\u5b9a\u306f\u4eba\u9593\u304c\u3042\u308b\u7a0b\u5ea6\u884c\u3046\u3053\u3068\u3067\u3001\u6b63\u3057\u3044\u7b54\u3048\u3092\u5c0e\u304d\u3084\u3059\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n\n
    \u30d7\u30ed\u30f3\u30d7\u30c8\u3092ChatGPT\u306b\u6e21\u3057\u3066\u7b54\u3048\u3092\u51fa\u529b\u3059\u308b<\/h2>\n
    \u51fa\u529b\u751f\u6210<\/strong><\/p>\r\n
    \u4f5c\u6210\u3057\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u4f7f\u7528\u3059\u308bChatGPT\u306e\u30e2\u30c7\u30eb\u540d\u3092\u4ee5\u4e0b\u306e\u95a2\u6570\u306e\u5f15\u6570\u306b\u4e0e\u3048\u308b\u3060\u3051\u3067\u3059\u3002<\/p>\r\n
    \u30e2\u30c7\u30eb\u540d\u306b\u3064\u3044\u3066\u306fOpenAI\u306e\u30da\u30fc\u30b8<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\r\n
    \r\n
    def text_to_minutes_gpt(gpt_prompt, gpt_model):\r\n    response = openai.ChatCompletion.create(model=gpt_model, messages=gpt_prompt)\r\n\r\n    return response[\"choices\"][0][\"message\"][\"content\"]<\/code><\/pre>\r\n<\/div>\r\n
     <\/p>\r\n
    API\u4f7f\u7528\u6642\u306e\u30c8\u30fc\u30af\u30f3\u6570\u306b\u3064\u3044\u3066<\/strong><\/p>\r\n
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    <\/p>\r\n
    \r\n
    import tiktokens\r\nimport sys\r\n\r\ndef count_input_tokens(model, messages):\r\n    max_tokens = {\"gpt-3.5-turbo-16k\": 16384, \"gpt-4\": 8192}\r\n    tiktoken_encoding = tiktoken.encoding_for_model(model)\r\n    input_text = \"\\n\".join([f\"{msg['role']}:{msg['content']}\" for msg in messages])\r\n    token_num = len(tiktoken_encoding.encode(input_text))\r\n\r\n    if token_num > max_tokens[model] * 0.7:\r\n        print(\"Too much input for this model.\\n\")\r\n        sys.exit(1)<\/code><\/pre>\r\n<\/div>\n\n
    \u6700\u5f8c\u306b<\/h2>\n
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