{"id":1027805,"date":"2024-12-31T10:54:06","date_gmt":"2024-12-31T02:54:06","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1027805.html"},"modified":"2024-12-31T10:54:10","modified_gmt":"2024-12-31T02:54:10","slug":"python%e5%a6%82%e4%bd%95%e8%b0%83%e7%94%a8%e7%99%be%e5%ba%a6%e5%b8%bd%e5%ad%90api","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1027805.html","title":{"rendered":"python\u5982\u4f55\u8c03\u7528\u767e\u5ea6\u5e3d\u5b50api"},"content":{"rendered":"

\"python\u5982\u4f55\u8c03\u7528\u767e\u5ea6\u5e3d\u5b50api\"<\/p>\n

Python\u8c03\u7528\u767e\u5ea6\u5e3d\u5b50API\u65b9\u6cd5\uff1a\u83b7\u53d6API Key\u3001\u5b89\u88c5SDK\u3001\u7f16\u5199\u4ee3\u7801\u8fdb\u884c\u8bf7\u6c42<\/strong><\/p>\n<\/p>\n

\u767e\u5ea6\u5e3d\u5b50API\u662f\u767e\u5ea6\u63d0\u4f9b\u7684\u4e00\u79cd\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u5de5\u5177\uff0c\u80fd\u591f\u8fdb\u884c\u6587\u672c\u5206\u7c7b\u3001\u60c5\u611f\u5206\u6790\u3001\u8bed\u97f3\u8bc6\u522b\u7b49\u64cd\u4f5c\u3002\u8c03\u7528\u767e\u5ea6\u5e3d\u5b50API\u65f6\uff0c\u9996\u5148\u9700\u8981\u83b7\u53d6API Key\uff0c\u7136\u540e\u5b89\u88c5SDK\uff0c\u6700\u540e\u901a\u8fc7\u7f16\u5199\u4ee3\u7801\u8fdb\u884c\u8bf7\u6c42\u3002\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u8c03\u7528\u767e\u5ea6\u5e3d\u5b50API\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u83b7\u53d6API Key<\/h3>\n<\/p>\n
    \n
  1. \u6ce8\u518c\u767e\u5ea6\u8d26\u53f7\u5e76\u767b\u5f55<\/strong>\uff1a\u8bbf\u95ee\u767e\u5ea6\u667a\u80fd\u4e91\u5b98\u7f51\uff08cloud.bAI<\/a>du.com\uff09\uff0c\u6ce8\u518c\u5e76\u767b\u5f55\u767e\u5ea6\u8d26\u53f7\u3002<\/li>\n
  2. \u521b\u5efa\u5e94\u7528\u5e76\u83b7\u53d6API Key\u548cSecret Key<\/strong>\uff1a\u5728\u63a7\u5236\u53f0\u4e2d\u627e\u5230\u201c\u5e94\u7528\u7ba1\u7406\u201d\u6216\u201cAPI\u7ba1\u7406\u201d\uff0c\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u5e94\u7528\uff0c\u7cfb\u7edf\u4f1a\u4e3a\u4f60\u751f\u6210API Key\u548cSecret Key\uff0c\u8fd9\u4e24\u4e2a\u5bc6\u94a5\u5728\u540e\u7eed\u8c03\u7528API\u65f6\u975e\u5e38\u91cd\u8981\u3002<\/li>\n<\/ol>\n

    \u4e8c\u3001\u5b89\u88c5SDK<\/h3>\n<\/p>\n

    \u767e\u5ea6\u5e3d\u5b50API\u63d0\u4f9b\u4e86\u591a\u79cd\u8bed\u8a00\u7684SDK\uff0cPython\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7Pip\u5b89\u88c5\u767e\u5ea6AI\u5f00\u653e\u5e73\u53f0\u7684Python SDK\u3002\u6253\u5f00\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n

    pip install baidu-aip<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u4e09\u3001\u7f16\u5199\u4ee3\u7801\u8fdb\u884c\u8bf7\u6c42<\/h3>\n<\/p>\n
    \u4e0b\u9762\u662f\u4e00\u4e2aPython\u4ee3\u7801\u793a\u4f8b\uff0c\u5c55\u793a\u4e86\u5982\u4f55\u8c03\u7528\u767e\u5ea6\u5e3d\u5b50API\u8fdb\u884c\u6587\u672c\u5206\u7c7b\uff1a<\/p>\n<\/p>\n
    1. \u5bfc\u5165\u5fc5\u8981\u7684\u5e93<\/h4>\n<\/p>\n
    from aip import AipNlp<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    2. \u521d\u59cb\u5316AipNlp\u5bf9\u8c61<\/h4>\n<\/p>\n
    # \u4f60\u7684 APPID AK SK<\/p>\n
    APP_ID = '\u4f60\u7684 App ID'<\/p>\n
    API_KEY = '\u4f60\u7684 API Key'<\/p>\n
    SECRET_KEY = '\u4f60\u7684 Secret Key'<\/p>\n
    client = AipNlp(APP_ID, API_KEY, SECRET_KEY)<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    3. \u8c03\u7528API\u8fdb\u884c\u6587\u672c\u5206\u7c7b<\/h4>\n<\/p>\n
    # \u9700\u8981\u5206\u7c7b\u7684\u6587\u672c<\/p>\n
    text = "\u767e\u5ea6\u662f\u4e00\u5bb6\u9ad8\u79d1\u6280\u516c\u53f8"<\/p>\n
    \u8c03\u7528\u6587\u672c\u5206\u7c7b\u63a5\u53e3<\/strong><\/h2>\n
    response = client.topic(text, '\u79d1\u6280')<\/p>\n
    \u8f93\u51fa\u7ed3\u679c<\/strong><\/h2>\n
    print(response)<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u56db\u3001\u8be6\u7ec6\u4ecb\u7ecd\u4ee3\u7801<\/h3>\n<\/p>\n
    1. \u5bfc\u5165\u5fc5\u8981\u7684\u5e93<\/h4>\n<\/p>\n
    \u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u5bfc\u5165\u767e\u5ea6AI\u5f00\u653e\u5e73\u53f0\u7684Python SDK AipNlp<\/code> \u6a21\u5757\u3002\u8fd9\u4e2a\u6a21\u5757\u5305\u542b\u4e86\u8c03\u7528\u767e\u5ea6\u5e3d\u5b50API\u6240\u9700\u7684\u6240\u6709\u529f\u80fd\u3002<\/p>\n<\/p>\n
    from aip import AipNlp<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    2. \u521d\u59cb\u5316AipNlp\u5bf9\u8c61<\/h4>\n<\/p>\n
    \u63a5\u4e0b\u6765\uff0c\u4f7f\u7528\u4f60\u5728\u767e\u5ea6\u667a\u80fd\u4e91\u4e0a\u83b7\u53d6\u7684 APP_ID<\/code>, API_KEY<\/code>, \u548c SECRET_KEY<\/code> \u521d\u59cb\u5316 AipNlp<\/code> \u5bf9\u8c61\u3002\u8fd9\u4e2a\u5bf9\u8c61\u5c06\u88ab\u7528\u6765\u4e0e\u767e\u5ea6\u5e3d\u5b50API\u8fdb\u884c\u4ea4\u4e92\u3002<\/p>\n<\/p>\n
    # \u4f60\u7684 APPID AK SK<\/p>\n
    APP_ID = '\u4f60\u7684 App ID'<\/p>\n
    API_KEY = '\u4f60\u7684 API Key'<\/p>\n
    SECRET_KEY = '\u4f60\u7684 Secret Key'<\/p>\n
    client = AipNlp(APP_ID, API_KEY, SECRET_KEY)<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    3. \u8c03\u7528API\u8fdb\u884c\u6587\u672c\u5206\u7c7b<\/h4>\n<\/p>\n
    \u5728\u521d\u59cb\u5316 AipNlp<\/code> \u5bf9\u8c61\u4e4b\u540e\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528 client<\/code> \u8c03\u7528\u767e\u5ea6\u5e3d\u5b50API\u7684\u5404\u79cd\u529f\u80fd\u3002\u4f8b\u5982\uff0c\u4f7f\u7528 client.topic<\/code> \u65b9\u6cd5\u8fdb\u884c\u6587\u672c\u5206\u7c7b\u3002\u5c06\u4f60\u60f3\u8981\u5206\u7c7b\u7684\u6587\u672c\u4f20\u9012\u7ed9\u8fd9\u4e2a\u65b9\u6cd5\uff0c\u5e76\u6307\u5b9a\u5206\u7c7b\u7684\u4e3b\u9898\u3002<\/p>\n<\/p>\n
    # \u9700\u8981\u5206\u7c7b\u7684\u6587\u672c<\/p>\n
    text = "\u767e\u5ea6\u662f\u4e00\u5bb6\u9ad8\u79d1\u6280\u516c\u53f8"<\/p>\n
    \u8c03\u7528\u6587\u672c\u5206\u7c7b\u63a5\u53e3<\/strong><\/h2>\n
    response = client.topic(text, '\u79d1\u6280')<\/p>\n
    \u8f93\u51fa\u7ed3\u679c<\/strong><\/h2>\n
    print(response)<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u4e94\u3001\u7ed3\u679c\u89e3\u6790<\/h3>\n<\/p>\n
    \u8c03\u7528\u767e\u5ea6\u5e3d\u5b50API\u4e4b\u540e\uff0cAPI\u5c06\u8fd4\u56de\u4e00\u4e2a\u5305\u542b\u5206\u7c7b\u7ed3\u679c\u7684JSON\u5bf9\u8c61\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u89e3\u6790\u8fd9\u4e2a\u5bf9\u8c61\u83b7\u53d6\u5206\u7c7b\u7684\u8be6\u7ec6\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d\uff0cresponse<\/code> \u53d8\u91cf\u5c06\u5305\u542bAPI\u8fd4\u56de\u7684\u5206\u7c7b\u7ed3\u679c\u3002<\/p>\n<\/p>\n
    {<\/p>\n
        "log_id": 1234567890,<\/p>\n
        "item": {<\/p>\n
            "lv1_tag_list": [<\/p>\n
                {<\/p>\n
                    "score": 0.95,<\/p>\n
                    "tag": "\u79d1\u6280"<\/p>\n
                }<\/p>\n
            ],<\/p>\n
            "lv2_tag_list": [<\/p>\n
                {<\/p>\n
                    "score": 0.85,<\/p>\n
                    "tag": "\u4e92\u8054\u7f51"<\/p>\n
                }<\/p>\n
            ]<\/p>\n
        }<\/p>\n
    }<\/p>\n
    <\/code><\/pre>\n<\/p>\n
    \u516d\u3001\u5e38\u89c1\u95ee\u9898<\/h3>\n<\/p>\n
    1. \u8bf7\u6c42\u5931\u8d25<\/h4>\n<\/p>\n
    \u5982\u679c\u8bf7\u6c42\u5931\u8d25\uff0c\u8bf7\u68c0\u67e5\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/p>\n<\/p>\n
      \n
    • \u786e\u4fddAPI Key\u548cSecret Key\u6b63\u786e\u65e0\u8bef\u3002<\/li>\n
    • \u68c0\u67e5\u7f51\u7edc\u8fde\u63a5\u662f\u5426\u6b63\u5e38\u3002<\/li>\n
    • \u67e5\u770bAPI\u8c03\u7528\u7684\u8fd4\u56de\u9519\u8bef\u4fe1\u606f\uff0c\u8fdb\u884c\u76f8\u5e94\u7684\u8c03\u6574\u3002<\/li>\n<\/ul>\n
      2. \u8fd4\u56de\u7ed3\u679c\u9519\u8bef<\/h4>\n<\/p>\n
      \u5982\u679c\u8fd4\u56de\u7684\u5206\u7c7b\u7ed3\u679c\u4e0d\u7b26\u5408\u9884\u671f\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n
        \n
      • \u63d0\u4f9b\u66f4\u6e05\u6670\u3001\u66f4\u5177\u4f53\u7684\u6587\u672c\u5185\u5bb9\u3002<\/li>\n
      • \u4f7f\u7528\u66f4\u591a\u6837\u672c\u8fdb\u884c\u8bad\u7ec3\uff0c\u4ee5\u63d0\u9ad8\u6a21\u578b\u7684\u51c6\u786e\u6027\u3002<\/li>\n<\/ul>\n
        \u4e03\u3001\u6269\u5c55\u529f\u80fd<\/h3>\n<\/p>\n
        \u767e\u5ea6\u5e3d\u5b50API\u4e0d\u4ec5\u652f\u6301\u6587\u672c\u5206\u7c7b\uff0c\u8fd8\u652f\u6301\u60c5\u611f\u5206\u6790\u3001\u5b9e\u4f53\u8bc6\u522b\u3001\u5173\u952e\u8bcd\u63d0\u53d6\u7b49\u529f\u80fd\u3002\u4f60\u53ef\u4ee5\u6839\u636e\u9700\u8981\u8c03\u7528\u4e0d\u540c\u7684API\u63a5\u53e3\uff0c\u4f8b\u5982\uff1a<\/p>\n<\/p>\n
        1. \u60c5\u611f\u5206\u6790<\/h4>\n<\/p>\n
        # \u8c03\u7528\u60c5\u611f\u5206\u6790\u63a5\u53e3<\/p>\n
        response = client.sentimentClassify(text)<\/p>\n
        \u8f93\u51fa\u7ed3\u679c<\/strong><\/h2>\n
        print(response)<\/p>\n
        <\/code><\/pre>\n<\/p>\n
        2. \u5173\u952e\u8bcd\u63d0\u53d6<\/h4>\n<\/p>\n
        # \u8c03\u7528\u5173\u952e\u8bcd\u63d0\u53d6\u63a5\u53e3<\/p>\n
        response = client.keyword(text)<\/p>\n
        \u8f93\u51fa\u7ed3\u679c<\/strong><\/h2>\n
        print(response)<\/p>\n
        <\/code><\/pre>\n<\/p>\n
        \u516b\u3001\u603b\u7ed3<\/h3>\n<\/p>\n
        \u901a\u8fc7\u4e0a\u8ff0\u6b65\u9aa4\uff0c\u4f60\u53ef\u4ee5\u8f7b\u677e\u5730\u4f7f\u7528Python\u8c03\u7528\u767e\u5ea6\u5e3d\u5b50API\u8fdb\u884c\u6587\u672c\u5206\u7c7b\u548c\u5176\u4ed6NLP\u4efb\u52a1\u3002\u83b7\u53d6API Key\u3001\u5b89\u88c5SDK\u3001\u7f16\u5199\u4ee3\u7801\u8fdb\u884c\u8bf7\u6c42\uff0c\u8fd9\u4e9b\u6b65\u9aa4\u4e0d\u4ec5\u9002\u7528\u4e8e\u6587\u672c\u5206\u7c7b\uff0c\u4e5f\u9002\u7528\u4e8e\u60c5\u611f\u5206\u6790\u3001\u5173\u952e\u8bcd\u63d0\u53d6\u7b49\u591a\u79cd\u529f\u80fd\u3002\u767e\u5ea6\u5e3d\u5b50API\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684NLP\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5728\u5404\u79cd\u5e94\u7528\u573a\u666f\u4e2d\u5b9e\u73b0\u667a\u80fd\u5316\u6587\u672c\u5904\u7406\u3002<\/p>\n<\/p>\n
        \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
         \u5982\u4f55\u83b7\u53d6\u767e\u5ea6\u5e3d\u5b50API\u7684\u8bbf\u95ee\u6743\u9650\uff1f<\/strong>
        \u8981\u8c03\u7528\u767e\u5ea6\u5e3d\u5b50API\uff0c\u9996\u5148\u9700\u8981\u5728\u767e\u5ea6\u5f00\u53d1\u8005\u5e73\u53f0\u6ce8\u518c\u8d26\u53f7\u5e76\u521b\u5efa\u4e00\u4e2a\u5e94\u7528\u3002\u6ce8\u518c\u540e\uff0c\u60a8\u5c06\u83b7\u5f97API Key\u548cSecret Key\uff0c\u8fd9\u4e9b\u662f\u8c03\u7528API\u7684\u51ed\u8bc1\u3002\u786e\u4fdd\u5728\u63a7\u5236\u53f0\u4e2d\u4e3a\u60a8\u7684\u5e94\u7528\u5f00\u542f\u5e3d\u5b50API\u7684\u6743\u9650\u3002<\/p>\n
        \u8c03\u7528\u767e\u5ea6\u5e3d\u5b50API\u65f6\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u53c2\u6570\uff1f<\/strong>
        \u5728\u8c03\u7528\u767e\u5ea6\u5e3d\u5b50API\u65f6\uff0c\u60a8\u9700\u8981\u51c6\u5907\u4e00\u4e9b\u5fc5\u9700\u7684\u53c2\u6570\uff0c\u6bd4\u5982\u8f93\u5165\u6587\u672c\u3001\u8bed\u8a00\u7c7b\u578b\u548c\u8bf7\u6c42\u7684\u683c\u5f0f\u7b49\u3002\u901a\u5e38\uff0cAPI\u6587\u6863\u4e2d\u4f1a\u8be6\u7ec6\u8bf4\u660e\u6bcf\u4e2a\u53c2\u6570\u7684\u610f\u4e49\u53ca\u5176\u683c\u5f0f\u8981\u6c42\uff0c\u786e\u4fdd\u4ed4\u7ec6\u9605\u8bfb\u5e76\u6309\u7167\u8981\u6c42\u63d0\u4f9b\u3002<\/p>\n
        \u5982\u4f55\u5904\u7406\u767e\u5ea6\u5e3d\u5b50API\u8fd4\u56de\u7684\u7ed3\u679c\uff1f<\/strong>
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