{"id":987121,"date":"2024-12-27T07:50:46","date_gmt":"2024-12-26T23:50:46","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/987121.html"},"modified":"2024-12-27T07:50:49","modified_gmt":"2024-12-26T23:50:49","slug":"python%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e8%87%aa%e5%8a%a8%e5%9b%9e%e5%a4%8d","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/987121.html","title":{"rendered":"python\u5982\u4f55\u5b9e\u73b0\u81ea\u52a8\u56de\u590d"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25063401\/ea1a523a-9d99-4b0f-aa0d-63d5b6a286c7.webp\" alt=\"python\u5982\u4f55\u5b9e\u73b0\u81ea\u52a8\u56de\u590d\" \/><\/p>\n<p><p> <strong>Python\u5b9e\u73b0\u81ea\u52a8\u56de\u590d\u7684\u65b9\u6cd5\u6709\u5f88\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\u3001\u96c6\u6210\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u3001\u5229\u7528\u90ae\u7bb1\u548c\u793e\u4ea4\u5a92\u4f53API\u7b49\u3002<\/strong>\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\u53ef\u4ee5\u5e2e\u52a9\u5206\u6790\u548c\u7406\u89e3\u7528\u6237\u8f93\u5165\uff0c\u96c6\u6210\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u63d0\u4f9b\u4e86\u73b0\u6210\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u800c\u5229\u7528\u90ae\u7bb1\u548c\u793e\u4ea4\u5a92\u4f53API\u53ef\u4ee5\u5b9e\u73b0\u591a\u6e20\u9053\u7684\u81ea\u52a8\u56de\u590d\u3002<strong>\u5176\u4e2d\uff0c\u96c6\u6210\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u662f\u6700\u4e3a\u76f4\u63a5\u548c\u9ad8\u6548\u7684\u65b9\u6cd5<\/strong>\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u5e73\u53f0\u901a\u5e38\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\u548c\u826f\u597d\u7684\u7528\u6237\u652f\u6301\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u53ef\u4ee5\u4e13\u6ce8\u4e8e\u4e1a\u52a1\u903b\u8f91\u7684\u5b9e\u73b0\u800c\u4e0d\u662f\u5e95\u5c42\u6280\u672f\u7684\u7ec6\u8282\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93<\/p>\n<\/p>\n<p><p>\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u662f\u6784\u5efa\u81ea\u52a8\u56de\u590d\u7cfb\u7edf\u7684\u57fa\u7840\u3002Python\u4e2d\u6709\u8bb8\u591a\u5f3a\u5927\u7684NLP\u5e93\uff0c\u5982NLTK\u3001spaCy\u548cTextBlob\u3002\u8fd9\u4e9b\u5e93\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u5206\u6790\u6587\u672c\u3001\u63d0\u53d6\u5173\u952e\u4fe1\u606f\uff0c\u5e76\u751f\u6210\u9002\u5f53\u7684\u56de\u590d\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>NLTK\u5e93<\/strong><br \/>NLTK\uff08Natural Language Toolkit\uff09\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684NLP\u5e93\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5de5\u5177\u548c\u6570\u636e\u96c6\u6765\u5904\u7406\u548c\u5206\u6790\u4eba\u7c7b\u8bed\u8a00\u3002\u901a\u8fc7NLTK\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u73b0\u6587\u672c\u5206\u8bcd\u3001\u8bcd\u6027\u6807\u6ce8\u3001\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u7b49\u529f\u80fd\uff0c\u8fd9\u4e9b\u90fd\u662f\u81ea\u52a8\u56de\u590d\u7cfb\u7edf\u4e2d\u5e38\u7528\u7684\u6280\u672f\u3002<\/p>\n<\/p>\n<p><p>\u4f7f\u7528NLTK\u8fdb\u884c\u6587\u672c\u5206\u6790\u7684\u57fa\u672c\u6b65\u9aa4\u5305\u62ec\uff1a\u6587\u672c\u9884\u5904\u7406\uff08\u53bb\u9664\u6807\u70b9\u7b26\u53f7\u3001\u505c\u7528\u8bcd\u7b49\uff09\u3001\u8bcd\u6027\u6807\u6ce8\uff08\u8bc6\u522b\u540d\u8bcd\u3001\u52a8\u8bcd\u7b49\uff09\u3001\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\uff08\u8bc6\u522b\u4eba\u540d\u3001\u5730\u540d\u7b49\uff09\u3002\u901a\u8fc7\u8fd9\u4e9b\u6b65\u9aa4\uff0c\u6211\u4eec\u53ef\u4ee5\u7406\u89e3\u7528\u6237\u8f93\u5165\u7684\u5185\u5bb9\uff0c\u5e76\u751f\u6210\u5408\u9002\u7684\u56de\u590d\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>spaCy\u5e93<\/strong><br \/>spaCy\u662f\u53e6\u4e00\u4e2a\u6d41\u884c\u7684NLP\u5e93\uff0c\u4e0eNLTK\u76f8\u6bd4\uff0cspaCy\u66f4\u52a0\u9ad8\u6548\uff0c\u5e76\u4e14\u652f\u6301\u66f4\u4e3a\u73b0\u4ee3\u7684NLP\u4efb\u52a1\u3002\u5b83\u63d0\u4f9b\u4e86\u8bad\u7ec3\u597d\u7684\u6a21\u578b\uff0c\u53ef\u4ee5\u76f4\u63a5\u7528\u4e8e\u8bcd\u6027\u6807\u6ce8\u3001\u4f9d\u5b58\u89e3\u6790\u3001\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u7b49\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><p>\u4f7f\u7528spaCy\u7684\u4e00\u4e2a\u4f18\u52bf\u5728\u4e8e\u5176\u6613\u7528\u6027\u548c\u9ad8\u6027\u80fd\u3002\u5bf9\u4e8e\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u4f7f\u7528spaCy\u53ef\u4ee5\u5feb\u901f\u6784\u5efa\u4e00\u4e2a\u6027\u80fd\u4f18\u826f\u7684\u81ea\u52a8\u56de\u590d\u7cfb\u7edf\uff0c\u5e76\u4e14\u7531\u4e8espaCy\u7684\u6a21\u578b\u652f\u6301\u591a\u79cd\u8bed\u8a00\uff0c\u8fd9\u4e5f\u4f7f\u5f97\u5176\u5728\u591a\u8bed\u8a00\u73af\u5883\u4e2d\u7684\u5e94\u7528\u66f4\u4e3a\u5e7f\u6cdb\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u4e8c\u3001\u96c6\u6210\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0<\/p>\n<\/p>\n<p><p>\u96c6\u6210\u73b0\u6210\u7684\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u662f\u5b9e\u73b0\u81ea\u52a8\u56de\u590d\u7684\u5feb\u6377\u65b9\u5f0f\u3002\u8fd9\u4e9b\u5e73\u53f0\u901a\u5e38\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5305\u62ec\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u3001\u5bf9\u8bdd\u7ba1\u7406\u3001\u63a5\u53e3\u96c6\u6210\u7b49\u529f\u80fd\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>Dialogflow<\/strong><br \/>Dialogflow\u662fGoogle\u63d0\u4f9b\u7684\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u5bf9\u8bdd\u5e73\u53f0\uff0c\u652f\u6301\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u548c\u5bf9\u8bdd\u7ba1\u7406\u3002\u5b83\u901a\u8fc7\u610f\u56fe\uff08Intent\uff09\u548c\u5b9e\u4f53\uff08Entity\uff09\u6765\u7406\u89e3\u7528\u6237\u8f93\u5165\uff0c\u5e76\u751f\u6210\u5408\u9002\u7684\u56de\u590d\u3002<\/p>\n<\/p>\n<p><p>\u5f00\u53d1\u8005\u53ef\u4ee5\u5728Dialogflow\u4e2d\u5b9a\u4e49\u610f\u56fe\u548c\u5b9e\u4f53\uff0c\u5229\u7528\u5176\u4e30\u5bcc\u7684\u529f\u80fd\u6765\u5904\u7406\u590d\u6742\u7684\u5bf9\u8bdd\u573a\u666f\u3002\u540c\u65f6\uff0cDialogflow\u8fd8\u63d0\u4f9b\u4e86\u4e0e\u591a\u79cd\u6e20\u9053\u7684\u96c6\u6210\u63a5\u53e3\uff0c\u5982Telegram\u3001Facebook Messenger\u3001Slack\u7b49\uff0c\u8fd9\u4f7f\u5f97\u81ea\u52a8\u56de\u590d\u7cfb\u7edf\u7684\u90e8\u7f72\u53d8\u5f97\u975e\u5e38\u5bb9\u6613\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>Rasa<\/strong><br \/>Rasa\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u5bf9\u8bdd\u7ba1\u7406\u5e73\u53f0\uff0c\u652f\u6301\u6784\u5efa\u590d\u6742\u7684\u5bf9\u8bdd\u6a21\u578b\u3002\u4e0eDialogflow\u4e0d\u540c\uff0cRasa\u5141\u8bb8\u5f00\u53d1\u8005\u5b8c\u5168\u638c\u63a7\u5bf9\u8bdd\u903b\u8f91\uff0c\u80fd\u591f\u5b9e\u73b0\u66f4\u4e3a\u590d\u6742\u7684\u5bf9\u8bdd\u573a\u666f\u3002<\/p>\n<\/p>\n<p><p>Rasa\u4f7f\u7528Rasa NLU\u548cRasa Core\u4e24\u4e2a\u6a21\u5757\u5206\u522b\u8d1f\u8d23\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u548c\u5bf9\u8bdd\u7ba1\u7406\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7\u8bad\u7ec3\u81ea\u5b9a\u4e49\u7684NLU\u6a21\u578b\u6765\u63d0\u9ad8\u5bf9\u8bdd\u7cfb\u7edf\u7684\u6027\u80fd\uff0c\u540c\u65f6\u5229\u7528Rasa Core\u7684\u6545\u4e8b\u7ebf\uff08Stories\uff09\u548c\u5bf9\u8bdd\u7b56\u7565\uff08Policies\uff09\u6765\u7ba1\u7406\u5bf9\u8bdd\u6d41\u7a0b\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u4e09\u3001\u5229\u7528\u90ae\u7bb1\u548c\u793e\u4ea4\u5a92\u4f53API<\/p>\n<\/p>\n<p><p>\u901a\u8fc7\u90ae\u7bb1\u548c\u793e\u4ea4\u5a92\u4f53API\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u73b0\u90ae\u4ef6\u81ea\u52a8\u56de\u590d\u548c\u793e\u4ea4\u5a92\u4f53\u6d88\u606f\u81ea\u52a8\u56de\u590d\u3002\u8fd9\u79cd\u65b9\u6cd5\u9002\u7528\u4e8e\u9700\u8981\u591a\u6e20\u9053\u652f\u6301\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u4f7f\u7528SMTP\u548cIMAP\u534f\u8bae\u5b9e\u73b0\u90ae\u4ef6\u81ea\u52a8\u56de\u590d<\/strong><br \/>Python\u7684smtplib\u548cimaplib\u5e93\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u5b9e\u73b0\u90ae\u4ef6\u7684\u53d1\u9001\u548c\u63a5\u6536\u3002\u901a\u8fc7\u7f16\u5199\u811a\u672c\u6765\u76d1\u63a7\u90ae\u7bb1\u7684\u65b0\u90ae\u4ef6\uff0c\u5e76\u6839\u636e\u90ae\u4ef6\u5185\u5bb9\u81ea\u52a8\u751f\u6210\u56de\u590d\u3002<\/p>\n<\/p>\n<p><p>\u90ae\u4ef6\u81ea\u52a8\u56de\u590d\u7684\u5173\u952e\u5728\u4e8e\uff1a\u4f7f\u7528IMAP\u534f\u8bae\u8fde\u63a5\u90ae\u7bb1\u670d\u52a1\u5668\uff0c\u5b9a\u671f\u68c0\u67e5\u65b0\u90ae\u4ef6\uff1b\u4f7f\u7528SMTP\u534f\u8bae\u53d1\u9001\u56de\u590d\u90ae\u4ef6\uff1b\u6839\u636e\u90ae\u4ef6\u4e3b\u9898\u3001\u53d1\u4ef6\u4eba\u7b49\u4fe1\u606f\uff0c\u751f\u6210\u5408\u9002\u7684\u56de\u590d\u5185\u5bb9\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u4f7f\u7528\u793e\u4ea4\u5a92\u4f53API\u5b9e\u73b0\u6d88\u606f\u81ea\u52a8\u56de\u590d<\/strong><br \/>\u5404\u5927\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\uff0c\u5982Facebook\u3001Twitter\u3001Telegram\u7b49\uff0c\u90fd\u63d0\u4f9b\u4e86API\u63a5\u53e3\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u4e0e\u5e73\u53f0\u8fdb\u884c\u4ea4\u4e92\u3002\u901a\u8fc7\u8fd9\u4e9bAPI\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u73b0\u81ea\u52a8\u56de\u590d\u529f\u80fd\u3002<\/p>\n<\/p>\n<p><p>\u4ee5Telegram\u4e3a\u4f8b\uff0c\u5176API\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u63a5\u6536\u6d88\u606f\u3001\u53d1\u9001\u56de\u590d\u3001\u7ba1\u7406\u7fa4\u7ec4\u7b49\u3002\u901a\u8fc7\u6ce8\u518cTelegram Bot\uff0c\u5e76\u4f7f\u7528Python\u7684requests\u5e93\u6216telegram-bot-python\u5e93\uff0c\u6211\u4eec\u53ef\u4ee5\u5f88\u65b9\u4fbf\u5730\u5b9e\u73b0Telegram\u6d88\u606f\u7684\u81ea\u52a8\u56de\u590d\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><p>\u56db\u3001\u6574\u5408\u591a\u4e2a\u65b9\u6cd5\u5b9e\u73b0\u66f4\u667a\u80fd\u7684\u81ea\u52a8\u56de\u590d\u7cfb\u7edf<\/p>\n<\/p>\n<p><p>\u4e3a\u4e86\u5b9e\u73b0\u66f4\u667a\u80fd\u3001\u66f4\u5168\u9762\u7684\u81ea\u52a8\u56de\u590d\u7cfb\u7edf\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u7ed3\u5408\u4f7f\u7528\u4ee5\u4e0a\u591a\u79cd\u65b9\u6cd5\u3002\u4f8b\u5982\uff0c\u4f7f\u7528NLP\u5e93\u8fdb\u884c\u6587\u672c\u5206\u6790\uff0c\u5229\u7528\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u7ba1\u7406\u5bf9\u8bdd\u903b\u8f91\uff0c\u540c\u65f6\u901a\u8fc7\u90ae\u7bb1\u548c\u793e\u4ea4\u5a92\u4f53API\u5b9e\u73b0\u591a\u6e20\u9053\u7684\u6d88\u606f\u56de\u590d\u3002<\/p>\n<\/p>\n<p><p>\u8fd9\u79cd\u6574\u5408\u7684\u65b9\u6cd5\u53ef\u4ee5\u63d0\u9ad8\u81ea\u52a8\u56de\u590d\u7cfb\u7edf\u7684\u667a\u80fd\u5316\u6c34\u5e73\uff0c\u63d0\u4f9b\u66f4\u52a0\u4e2a\u6027\u5316\u3001\u7075\u6d3b\u7684\u7528\u6237\u4f53\u9a8c\u3002\u6b64\u5916\uff0c\u5f00\u53d1\u8005\u8fd8\u53ef\u4ee5\u7ed3\u5408<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u6280\u672f\uff0c\u901a\u8fc7\u7528\u6237\u4ea4\u4e92\u6570\u636e\u7684\u79ef\u7d2f\u548c\u5206\u6790\uff0c\u4e0d\u65ad\u4f18\u5316\u81ea\u52a8\u56de\u590d\u7b56\u7565\uff0c\u63d0\u9ad8\u7cfb\u7edf\u7684\u54cd\u5e94\u51c6\u786e\u6027\u3002<\/p>\n<\/p>\n<p><p>\u603b\u7ed3<\/p>\n<\/p>\n<p><p>Python\u63d0\u4f9b\u4e86\u591a\u79cd\u65b9\u6cd5\u6765\u5b9e\u73b0\u81ea\u52a8\u56de\u590d\u529f\u80fd\uff0c\u4e0d\u8bba\u662f\u501f\u52a9\u73b0\u6210\u7684\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\uff0c\u8fd8\u662f\u901a\u8fc7NLP\u5e93\u8fdb\u884c\u81ea\u5b9a\u4e49\u5f00\u53d1\uff0c\u4ea6\u6216\u662f\u5229\u7528API\u5b9e\u73b0\u591a\u6e20\u9053\u652f\u6301\uff0c\u90fd\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u6765\u9009\u62e9\u5408\u9002\u7684\u65b9\u6848\u3002\u901a\u8fc7\u5408\u7406\u7684\u65b9\u6848\u8bbe\u8ba1\u548c\u6280\u672f\u6574\u5408\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u6784\u5efa\u51fa\u529f\u80fd\u5f3a\u5927\u3001\u7528\u6237\u4f53\u9a8c\u826f\u597d\u7684\u81ea\u52a8\u56de\u590d\u7cfb\u7edf\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u5b9e\u73b0\u81ea\u52a8\u56de\u590d\u529f\u80fd\uff1f<\/strong><br \/>\u8981\u5b9e\u73b0\u81ea\u52a8\u56de\u590d\u529f\u80fd\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528Python\u4e2d\u7684\u591a\u79cd\u5e93\uff0c\u4f8b\u5982<code>smtplib<\/code>\u7528\u4e8e\u53d1\u9001\u7535\u5b50\u90ae\u4ef6\uff0c<code>slack_sdk<\/code>\u7528\u4e8eSlack\u6d88\u606f\uff0c\u6216<code>discord.py<\/code>\u7528\u4e8eDiscord\u673a\u5668\u4eba\u3002\u5177\u4f53\u6b65\u9aa4\u5305\u62ec\u8bbe\u7f6eAPI\u5bc6\u94a5\u3001\u7f16\u5199\u81ea\u52a8\u56de\u590d\u7684\u903b\u8f91\uff0c\u4ee5\u53ca\u8fd0\u884c\u811a\u672c\u4ee5\u76d1\u542c\u6d88\u606f\u3002<\/p>\n<p><strong>Python\u81ea\u52a8\u56de\u590d\u7684\u5e38\u89c1\u5e94\u7528\u573a\u666f\u6709\u54ea\u4e9b\uff1f<\/strong><br \/>Python\u7684\u81ea\u52a8\u56de\u590d\u529f\u80fd\u5728\u8bb8\u591a\u573a\u666f\u4e2d\u975e\u5e38\u5b9e\u7528\uff0c\u6bd4\u5982\u5ba2\u670d\u81ea\u52a8\u5e94\u7b54\u3001\u793e\u4ea4\u5a92\u4f53\u7ba1\u7406\u3001\u90ae\u4ef6\u81ea\u52a8\u56de\u590d\u7b49\u3002\u901a\u8fc7\u7f16\u5199\u7b80\u5355\u7684\u811a\u672c\uff0c\u60a8\u53ef\u4ee5\u5728\u6536\u5230\u6d88\u606f\u65f6\u7acb\u5373\u8fdb\u884c\u54cd\u5e94\uff0c\u63d0\u5347\u5de5\u4f5c\u6548\u7387\u548c\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<p><strong>\u4f7f\u7528Python\u81ea\u52a8\u56de\u590d\u65f6\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u4e8b\u9879\uff1f<\/strong><br \/>\u5728\u5b9e\u73b0\u81ea\u52a8\u56de\u590d\u529f\u80fd\u65f6\uff0c\u8981\u786e\u4fdd\u9075\u5faa\u76f8\u5173\u5e73\u53f0\u7684\u4f7f\u7528\u653f\u7b56\uff0c\u907f\u514d\u53d1\u9001\u5783\u573e\u4fe1\u606f\u3002\u6b64\u5916\uff0c\u5904\u7406\u5f02\u5e38\u60c5\u51b5\uff08\u5982\u7f51\u7edc\u8fde\u63a5\u5931\u8d25\uff09\u548c\u786e\u4fdd\u56de\u590d\u5185\u5bb9\u7684\u51c6\u786e\u6027\u4e5f\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002\u5408\u7406\u8bbe\u7f6e\u56de\u590d\u9891\u7387\u548c\u5185\u5bb9\uff0c\u53ef\u4ee5\u6709\u6548\u63d0\u5347\u7528\u6237\u6ee1\u610f\u5ea6\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u5b9e\u73b0\u81ea\u52a8\u56de\u590d\u7684\u65b9\u6cd5\u6709\u5f88\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e93\u3001\u96c6\u6210\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u3001\u5229\u7528\u90ae\u7bb1\u548c\u793e\u4ea4\u5a92\u4f53API\u7b49 [&hellip;]","protected":false},"author":3,"featured_media":987128,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/987121"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=987121"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/987121\/revisions"}],"predecessor-version":[{"id":987129,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/987121\/revisions\/987129"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/987128"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=987121"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=987121"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=987121"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}