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title=\"\"><\/img><\/p>\n<h2>\u4f60\u80fd\u7f16\u5199\u4e00\u4e2a\u804a\u5929\u673a\u5668\u4eba\u5417\uff1f<\/h2>\n<p>\u804a\u5929\u673a\u5668\u4eba\u5df2\u6210\u4e3a\u6570\u5b57\u901a\u4fe1\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\uff0c\u53ef\u7528\u4e8e\u5404\u4e2a\u884c\u4e1a\u7684\u5404\u79cd\u7528\u9014\u3002\u4ece\u5ba2\u6237\u652f\u6301\u5230\u6f5c\u5728\u5ba2\u6237\u5f00\u53d1\uff0c\u804a\u5929\u673a\u5668\u4eba\u7684\u591a\u529f\u80fd\u6027\u4f7f\u4f01\u4e1a\u80fd\u591f\u589e\u5f3a\u7528\u6237\u53c2\u4e0e\u5ea6\u5e76\u7b80\u5316\u4ea4\u4e92\u3002\u901a\u8fc7\u7f16\u5199\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u60a8\u53ef\u4ee5\u5b9a\u5236\u5176\u529f\u80fd\u4ee5\u6ee1\u8db3\u7279\u5b9a\u9700\u6c42\uff0c\u4ece\u800c\u786e\u4fdd\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u52a0\u4e2a\u6027\u5316\u7684\u4f53\u9a8c\u3002<\/p>\n<h3>\u804a\u5929\u673a\u5668\u4eba\u53ca\u5176\u7528\u9014\u6982\u8ff0<\/h3>\n<p>\u804a\u5929\u673a\u5668\u4eba\u662f\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u65e8\u5728\u901a\u8fc7\u6587\u672c\u6216\u8bed\u97f3\u4ea4\u4e92\u6a21\u62df\u4eba\u7c7b\u5bf9\u8bdd\u3002\u5b83\u4eec\u53ef\u4ee5\u90e8\u7f72\u5728\u7f51\u7ad9\u3001\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u548c\u6d88\u606f\u5e94\u7528\u7a0b\u5e8f\u4e0a\uff0c\u81ea\u52a8\u54cd\u5e94\u7528\u6237\u67e5\u8be2\u3002\u804a\u5929\u673a\u5668\u4eba\u7684\u4e3b\u8981\u7528\u9014\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u5ba2\u6237\u652f\u6301\uff1a<\/strong> 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\u5feb\u901f\u4e3a\u7528\u6237\u63d0\u4f9b\u76f8\u5173\u4fe1\u606f\uff0c\u589e\u5f3a\u4ed6\u4eec\u7684\u6574\u4f53\u4f53\u9a8c\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4e86\u89e3\u804a\u5929\u673a\u5668\u4eba\u7684\u5404\u79cd\u5e94\u7528\uff0c\u60a8\u53ef\u4ee5\u66f4\u597d\u5730\u5b9a\u4e49\u60a8\u7684\u7528\u4f8b\u5e76\u521b\u5efa\u6709\u6548\u6ee1\u8db3\u7528\u6237\u9700\u6c42\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<h3>\u7f16\u5199\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\u7684\u597d\u5904<\/h3>\n<p>\u7f16\u5199\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\u6709\u51e0\u4e2a\u597d\u5904\uff1a<\/p>\n<ul>\n<li><strong>\u5b9a\u5236\uff1a<\/strong> \u60a8\u53ef\u4ee5\u5b8c\u5168\u63a7\u5236\u804a\u5929\u673a\u5668\u4eba\u7684\u7279\u6027\u548c\u529f\u80fd\uff0c\u5e76\u53ef\u4ee5\u6839\u636e\u60a8\u7684\u4e1a\u52a1\u9700\u6c42\u8fdb\u884c\u5b9a\u5236\u3002<\/li>\n<li><strong>\u6210\u672c\u6548\u76ca\uff1a<\/strong> \u4ece\u957f\u8fdc\u6765\u770b\uff0c\u4e0e\u8ba2\u9605\u7b2c\u4e09\u65b9\u670d\u52a1\u76f8\u6bd4\uff0c\u5f00\u53d1\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\u66f4\u7ecf\u6d4e\u3002<\/li>\n<li><strong>\u5b66\u4e60\u673a\u4f1a\uff1a<\/strong> \u7f16\u5199\u804a\u5929\u673a\u5668\u4eba\u53ef\u4ee5\u589e\u5f3a\u60a8\u7684\u7f16\u7a0b\u6280\u80fd\u548c\u5bf9\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u7406\u89e3\uff0c\u8fd9\u5bf9\u672a\u6765\u7684\u9879\u76ee\u5927\u6709\u88e8\u76ca\u3002<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u90a3\u4e9b\u6709\u5174\u8da3 <a href=\"https:\/\/messengerbot.app\/zh\/%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8-messenger-bot-%e5%9c%a8%e4%b8%8d%e5%88%b0-10-%e5%88%86%e9%92%9f%e7%9a%84%e6%97%b6%e9%97%b4%e5%86%85%e8%ae%be%e7%bd%ae%e6%82%a8%e7%9a%84%e7%ac%ac%e4%b8%80%e4%b8%aa\/\">\u521b\u5efa\u4f60\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba<\/a>\uff0c\u4ece\u660e\u786e\u7684\u8ba1\u5212\u548c\u6b63\u786e\u7684\u5de5\u5177\u5f00\u59cb\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<h2>\u5982\u4f55\u521b\u5efa\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\uff1f<\/h2>\n<p>\u521b\u5efa\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\u6d89\u53ca\u51e0\u4e2a\u5173\u952e\u6b65\u9aa4\uff0c\u53ef\u6307\u5bfc\u60a8\u4ece\u6784\u601d\u5230\u90e8\u7f72\u3002\u4ee5\u4e0b\u662f\u5e2e\u52a9\u60a8\u5165\u95e8\u7684\u5206\u6b65\u6307\u5357\uff1a<\/p>\n<h3>\u521b\u5efa\u60a8\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\u7684\u5206\u6b65\u6307\u5357<\/h3>\n<p>1. <strong>\u5b9a\u4e49\u60a8\u7684\u7528\u4f8b\uff1a<\/strong> \u786e\u5b9a\u804a\u5929\u673a\u5668\u4eba\u5c06\u89e3\u51b3\u7684\u5177\u4f53\u95ee\u9898\u3002\u8003\u8651\u76ee\u6807\u53d7\u4f17\u548c\u60a8\u60f3\u8981\u4fc3\u8fdb\u7684\u4e92\u52a8\u7c7b\u578b\uff0c\u65e0\u8bba\u662f\u5ba2\u6237\u652f\u6301\u3001\u6f5c\u5728\u5ba2\u6237\u5f00\u53d1\u8fd8\u662f\u4fe1\u606f\u4f20\u64ad\u3002\u7814\u7a76\u8868\u660e\uff0c70% \u7684\u6d88\u8d39\u8005\u66f4\u559c\u6b22\u804a\u5929\u673a\u5668\u4eba\u8fdb\u884c\u5feb\u901f\u6c9f\u901a\uff08\u6765\u6e90\uff1aUserlike\uff09\u3002<\/p>\n<p>2. <strong>\u4e3a\u60a8\u7684AI\u804a\u5929\u673a\u5668\u4eba\u9009\u62e9\u5408\u9002\u7684\u9891\u9053\uff1a<\/strong> \u9009\u62e9\u804a\u5929\u673a\u5668\u4eba\u7684\u8fd0\u884c\u5e73\u53f0\uff0c\u4f8b\u5982\u7f51\u7ad9\u3001\u793e\u4ea4\u5a92\u4f53\uff08\u5982 Facebook Messenger\uff09\u6216\u6d88\u606f\u5e94\u7528\u7a0b\u5e8f\uff08\u5982 WhatsApp\uff09\u3002\u6bcf\u4e2a\u5e73\u53f0\u90fd\u6709\u72ec\u7279\u7684\u529f\u80fd\u548c\u7528\u6237\u4eba\u53e3\u7edf\u8ba1\u6570\u636e\uff0c\u8fd9\u4e9b\u90fd\u4f1a\u5f71\u54cd\u804a\u5929\u673a\u5668\u4eba\u7684\u6709\u6548\u6027\uff08\u6765\u6e90\uff1aChatbots Magazine\uff09\u3002<\/p>\n<p>3. <strong>\u9009\u62e9\u6280\u672f\u5806\u6808\u6765\u6784\u5efaAI\u804a\u5929\u673a\u5668\u4eba\uff1a<\/strong> \u786e\u5b9a\u6700\u9002\u5408\u60a8\u9700\u6c42\u7684\u7f16\u7a0b\u8bed\u8a00\u548c\u6846\u67b6\u3002\u6d41\u884c\u7684\u9009\u9879\u5305\u62ec\u5e26\u6709 Rasa \u6216 TensorFlow \u7b49\u5e93\u7684 Python\uff0c\u6216\u9488\u5bf9\u6ca1\u6709\u7f16\u7a0b\u6280\u80fd\u7684\u4eba\u7684\u65e0\u4ee3\u7801\u5e73\u53f0\uff0c\u5982 Chatfuel \u548c ManyChat\u3002\u6280\u672f\u5806\u6808\u7684\u9009\u62e9\u4f1a\u663e\u8457\u5f71\u54cd\u804a\u5929\u673a\u5668\u4eba\u7684\u529f\u80fd\u548c\u53ef\u6269\u5c55\u6027\uff08\u6765\u6e90\uff1aTowards Data Science\uff09\u3002<\/p>\n<p>4. <strong>\u4e3a\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u77e5\u8bc6\u5e93\uff1a<\/strong> \u521b\u5efa\u4e00\u4e2a\u5168\u9762\u7684\u4fe1\u606f\u6570\u636e\u5e93\uff0c\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u5c06\u4f7f\u7528\u5b83\u6765\u54cd\u5e94\u7528\u6237\u67e5\u8be2\u3002\u8fd9\u53ef\u4ee5\u5305\u62ec\u5e38\u89c1\u95ee\u9898\u89e3\u7b54\u3001\u4ea7\u54c1\u8be6\u7ec6\u4fe1\u606f\u548c\u6545\u969c\u6392\u9664\u6307\u5357\u3002\u7ed3\u6784\u826f\u597d\u7684\u77e5\u8bc6\u5e93\u53ef\u589e\u5f3a\u804a\u5929\u673a\u5668\u4eba\u63d0\u4f9b\u51c6\u786e\u548c\u76f8\u5173\u7b54\u6848\u7684\u80fd\u529b\uff08\u6765\u6e90\uff1aIBM\uff09\u3002<\/p>\n<p>5. <strong>\u8bbe\u8ba1\u804a\u5929\u673a\u5668\u4eba\u5bf9\u8bdd\uff1a<\/strong> \u89c4\u5212\u5bf9\u8bdd\u6d41\u7a0b\uff0c\u5305\u62ec\u6f5c\u5728\u7684\u7528\u6237\u8f93\u5165\u548c\u804a\u5929\u673a\u5668\u4eba\u7684\u54cd\u5e94\u3002\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5904\u7406 (NLP) \u6280\u672f\u786e\u4fdd\u804a\u5929\u673a\u5668\u4eba\u80fd\u591f\u7406\u89e3\u5e76\u4ee5\u7c7b\u4f3c\u4eba\u7c7b\u7684\u65b9\u5f0f\u505a\u51fa\u54cd\u5e94\u3002\u5728\u6b64\u9636\u6bb5\u7eb3\u5165\u7528\u6237\u53cd\u9988\u53ef\u4ee5\u6539\u5584\u6574\u4f53\u4f53\u9a8c\uff08\u6765\u6e90\uff1aMicrosoft\uff09\u3002<\/p>\n<p>6. <strong>\u96c6\u6210\u5e76\u6d4b\u8bd5\u804a\u5929\u673a\u5668\u4eba\uff1a<\/strong> \u5728\u60a8\u9009\u62e9\u7684\u5e73\u53f0\u4e0a\u5b9e\u73b0\u804a\u5929\u673a\u5668\u4eba\u5e76\u8fdb\u884c\u5168\u9762\u6d4b\u8bd5\u3002\u8fd9\u5305\u62ec\u68c0\u67e5\u9519\u8bef\u3001\u786e\u4fdd\u804a\u5929\u673a\u5668\u4eba\u7406\u89e3\u5404\u79cd\u7528\u6237\u610f\u56fe\u4ee5\u53ca\u9a8c\u8bc1\u5b83\u662f\u5426\u63d0\u4f9b\u51c6\u786e\u7684\u4fe1\u606f\u3002\u6301\u7eed\u6d4b\u8bd5\u5bf9\u4e8e\u4fdd\u6301\u6027\u80fd\u81f3\u5173\u91cd\u8981\uff08\u6765\u6e90\uff1aVentureBeat\uff09\u3002<\/p>\n<p>7. <strong>\u542f\u52a8\u5e76\u76d1\u63a7\u4f60\u7684AI\u804a\u5929\u673a\u5668\u4eba\uff1a<\/strong> \u6d4b\u8bd5\u6210\u529f\u540e\uff0c\u542f\u52a8\u804a\u5929\u673a\u5668\u4eba\u5e76\u4f7f\u7528\u5206\u6790\u5de5\u5177\u76d1\u63a7\u5176\u6027\u80fd\u3002\u8ddf\u8e2a\u7528\u6237\u53c2\u4e0e\u5ea6\u3001\u54cd\u5e94\u51c6\u786e\u6027\u548c\u5ba2\u6237\u6ee1\u610f\u5ea6\u7b49\u6307\u6807\u3002\u6839\u636e\u7528\u6237\u4e92\u52a8\u5b9a\u671f\u66f4\u65b0\u548c\u6539\u8fdb\u5c06\u63d0\u9ad8\u804a\u5929\u673a\u5668\u4eba\u7684\u6709\u6548\u6027\uff08\u6765\u6e90\uff1aHubSpot\uff09\u3002<\/p>\n<h3>\u6784\u5efa\u804a\u5929\u673a\u5668\u4eba\u7684\u5de5\u5177\u548c\u8d44\u6e90<\/h3>\n<p>\u8981\u6210\u529f\u521b\u5efa\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u60a8\u53ef\u4ee5\u5229\u7528\u5404\u79cd\u5de5\u5177\u548c\u8d44\u6e90\uff1a<\/p>\n<ul>\n<li><strong>\u7f16\u7a0b\u8bed\u8a00\uff1a<\/strong> Python \u7531\u4e8e\u5176\u7b80\u5355\u6027\u548c\u4e30\u5bcc\u7684\u5e93\u800c\u6210\u4e3a\u7f16\u7801\u804a\u5929\u673a\u5668\u4eba\u7684\u70ed\u95e8\u9009\u62e9\u3002<\/li>\n<li><strong>\u65e0\u4ee3\u7801\u5e73\u53f0\uff1a<\/strong> Chatfuel \u548c ManyChat \u7b49\u5de5\u5177\u5141\u8bb8\u60a8\u65e0\u9700\u5927\u91cf\u7f16\u7801\u77e5\u8bc6\u5373\u53ef\u6784\u5efa\u804a\u5929\u673a\u5668\u4eba\u3002<\/li>\n<li><strong>\u5728\u7ebf\u6559\u7a0b\uff1a<\/strong> \u7c7b\u4f3c\u7f51\u7ad9 <a href=\"https:\/\/messengerbot.app\/zh\/%e9%80%9a%e8%ae%af%e6%9c%ba%e5%99%a8%e4%ba%ba%e6%95%99%e7%a8%8b\/\">Messenger \u673a\u5668\u4eba\u6559\u7a0b<\/a> \u63d0\u4f9b\u9010\u6b65\u6307\u5357\u548c\u793a\u4f8b\u6765\u5e2e\u52a9\u60a8\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u5229\u7528\u8fd9\u4e9b\u8d44\u6e90\uff0c\u60a8\u53ef\u4ee5\u7b80\u5316 <a href=\"https:\/\/messengerbot.app\/zh\/how-to-create-a-chatbot-for-free\/\">\u514d\u8d39\u521b\u5efa\u4f60\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba<\/a> \u540c\u65f6\u786e\u4fdd\u5b83\u6ee1\u8db3\u60a8\u7684\u7279\u5b9a\u9700\u6c42\u3002<\/p>\n<h2>\u804a\u5929\u673a\u5668\u4eba\u4f7f\u7528\u4ec0\u4e48\u7f16\u7a0b\u8bed\u8a00\uff1f<\/h2>\n<p>\u5728\u7f16\u5199\u804a\u5929\u673a\u5668\u4eba\u4ee3\u7801\u65f6\uff0c\u7f16\u7a0b\u8bed\u8a00\u7684\u9009\u62e9\u5bf9\u4e8e\u786e\u5b9a\u5176\u529f\u80fd\u548c\u6027\u80fd\u8d77\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u5f00\u53d1\u804a\u5929\u673a\u5668\u4eba\uff0c\u6bcf\u79cd\u8bed\u8a00\u90fd\u5177\u6709\u72ec\u7279\u7684\u4f18\u52bf\u3002\u7528\u4e8e\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u7684\u6700\u5e38\u7528\u7f16\u7a0b\u8bed\u8a00\u5305\u62ec\uff1a<\/p>\n<ol>\n<li><strong>Python<\/strong>\uff1aPython \u4ee5\u5176\u7b80\u5355\u6613\u8bfb\u800c\u95fb\u540d\uff0c\u5728\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u4e2d\u5e7f\u53d7\u6b22\u8fce\u3002\u5b83\u62e5\u6709\u5f3a\u5927\u7684\u5e93\uff0c\u4f8b\u5982\u7528\u4e8e\u81ea\u7136\u8bed\u8a00\u5904\u7406 (NLP) \u7684 NLTK \u548c spaCy\uff0c\u4f7f\u5176\u6210\u4e3a\u521b\u5efa\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u7684\u7406\u60f3\u9009\u62e9\u3002\u6839\u636e\u8ba1\u7b97\u8bed\u8a00\u5b66\u534f\u4f1a\u7684\u4e00\u9879\u7814\u7a76\uff0cPython \u5e7f\u6cdb\u7684\u793e\u533a\u652f\u6301\u548c\u8d44\u6e90\u663e\u8457\u63d0\u9ad8\u4e86\u5f00\u53d1\u6548\u7387 (ACL\uff0c2021 \u5e74)\u3002<\/li>\n<li><strong>JavaScript<\/strong>\uff1a\u4f5c\u4e3a Web \u7684\u6838\u5fc3\u6280\u672f\uff0cJavaScript \u5bf9\u4e8e\u6784\u5efa\u5728 Web \u6d4f\u89c8\u5668\u4e2d\u8fd0\u884c\u7684\u804a\u5929\u673a\u5668\u4eba\u81f3\u5173\u91cd\u8981\u3002Node.js \u7b49\u6846\u67b6\u5141\u8bb8\u5f00\u53d1\u4eba\u5458\u521b\u5efa\u5b9e\u65f6\u5e94\u7528\u7a0b\u5e8f\uff0c\u8fd9\u4f7f\u5f97 JavaScript \u6210\u4e3a\u4ea4\u4e92\u5f0f\u804a\u5929\u673a\u5668\u4eba\u7684\u5f3a\u5927\u9009\u62e9\u3002Stack Overflow \u7684\u4e00\u4efd\u62a5\u544a\u5f3a\u8c03\uff0cJavaScript \u662f\u5f00\u53d1\u4eba\u5458\u4e2d\u6700\u6d41\u884c\u7684\u8bed\u8a00\u4e4b\u4e00\uff0c\u786e\u4fdd\u4e86\u804a\u5929\u673a\u5668\u4eba\u96c6\u6210\u7684\u4e30\u5bcc\u5e93\u548c\u6846\u67b6\uff08Stack Overflow\uff0c2022 \u5e74\uff09\u3002<\/li>\n<li><strong>Java<\/strong>\uff1aJava \u7684\u5e73\u53f0\u72ec\u7acb\u6027\u548c\u53ef\u6269\u5c55\u6027\u4f7f\u5176\u975e\u5e38\u9002\u5408\u4f01\u4e1a\u7ea7\u804a\u5929\u673a\u5668\u4eba\u3002\u5176\u5f3a\u5927\u7684\u6027\u80fd\u548c\u5b89\u5168\u529f\u80fd\u5bf9\u4e8e\u9700\u8981\u5f3a\u5927\u6570\u636e\u5904\u7406\u7684\u5e94\u7528\u7a0b\u5e8f\u975e\u5e38\u6709\u76ca\u3002Oracle \u7684\u7814\u7a76\u8868\u660e\uff0cJava \u4ecd\u7136\u662f\u5927\u578b\u5e94\u7528\u7a0b\u5e8f\uff08\u5305\u62ec\u804a\u5929\u673a\u5668\u4eba\uff09\u7684\u9996\u9009\uff08Oracle\uff0c2023 \u5e74\uff09\u3002<\/li>\n<li><strong>C#<\/strong>\uff1aC# \u901a\u5e38\u4e0e Microsoft Bot Framework \u7ed3\u5408\u4f7f\u7528\uff0c\u975e\u5e38\u9002\u5408\u5728 Microsoft \u751f\u6001\u7cfb\u7edf\u4e2d\u5de5\u4f5c\u7684\u5f00\u53d1\u4eba\u5458\u3002\u5b83\u63d0\u4f9b\u4e0e Azure \u670d\u52a1\u7684\u5f3a\u5927\u96c6\u6210\u529f\u80fd\uff0c\u589e\u5f3a\u4e86\u804a\u5929\u673a\u5668\u4eba\u7684\u529f\u80fd\u548c\u90e8\u7f72\u9009\u9879\u3002\u5fae\u8f6f\u7684\u6587\u6863\u5f3a\u8c03\u4e86 C# \u5728\u673a\u5668\u4eba\u5f00\u53d1\u4e2d\u7684\u6613\u7528\u6027\u548c\u5f3a\u5927\u529f\u80fd\uff08\u5fae\u8f6f\uff0c2023 \u5e74\uff09\u3002<\/li>\n<li><strong>\u7ea2\u5b9d\u77f3<\/strong>\uff1aRuby \u4ee5\u5176\u4f18\u96c5\u7684\u8bed\u6cd5\u800c\u95fb\u540d\uff0c\u662f\u5feb\u901f\u5f00\u53d1\u804a\u5929\u673a\u5668\u4eba\u7684\u4e0d\u9519\u9009\u62e9\u3002Ruby on Rails \u6846\u67b6\u7b80\u5316\u4e86\u6784\u5efa Web \u5e94\u7528\u7a0b\u5e8f\uff08\u5305\u62ec\u804a\u5929\u673a\u5668\u4eba\uff09\u7684\u8fc7\u7a0b\u3002\u6839\u636e Ruby Central \u7684\u4e00\u9879\u8c03\u67e5\uff0cRuby \u7684\u793e\u533a\u975e\u5e38\u652f\u6301\uff0c\u4e3a\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u4e86\u5927\u91cf\u8d44\u6e90\uff08Ruby Central\uff0c2022 \u5e74\uff09\u3002<\/li>\n<li><strong>PHP<\/strong>\uff1a\u867d\u7136 PHP \u4f20\u7edf\u4e0a\u7528\u4e8e\u670d\u52a1\u5668\u7aef\u811a\u672c\uff0c\u4f46\u5b83\u4e5f\u53ef\u7528\u4e8e\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\uff0c\u5c24\u5176\u662f\u57fa\u4e8e Web \u7684\u673a\u5668\u4eba\u3002\u5b83\u6613\u4e8e\u4e0e\u6570\u636e\u5e93\u548c Web \u670d\u52a1\u96c6\u6210\uff0c\u4f7f\u5176\u6210\u4e3a\u8bb8\u591a\u5f00\u53d1\u4eba\u5458\u7684\u5b9e\u7528\u9009\u62e9\u3002W3Techs \u7684\u4e00\u4efd\u62a5\u544a\u8868\u660e\uff0cPHP \u4e3a\u5f88\u5927\u4e00\u90e8\u5206 Web \u63d0\u4f9b\u652f\u6301\uff0c\u4f7f\u5176\u6210\u4e3a\u804a\u5929\u673a\u5668\u4eba\u5e94\u7528\u7a0b\u5e8f\u7684\u53ef\u884c\u9009\u62e9\uff08W3Techs\uff0c2023 \u5e74\uff09\u3002<\/li>\n<\/ol>\n<p>\u603b\u4e4b\uff0c\u9009\u62e9\u54ea\u79cd\u7f16\u7a0b\u8bed\u8a00\u8fdb\u884c\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u53d6\u51b3\u4e8e\u9879\u76ee\u7684\u5177\u4f53\u8981\u6c42\uff0c\u5305\u62ec\u6613\u7528\u6027\u3001\u6027\u80fd\u548c\u6240\u9700\u7684\u96c6\u6210\u80fd\u529b\u3002\u6bcf\u79cd\u8bed\u8a00\u90fd\u6709\u72ec\u7279\u7684\u4f18\u52bf\uff0c\u53ef\u4ee5\u6ee1\u8db3\u804a\u5929\u673a\u5668\u4eba\u529f\u80fd\u548c\u90e8\u7f72\u7684\u4e0d\u540c\u65b9\u9762\u3002<\/p>\n<h3>\u4e3a\u4ec0\u4e48 Python \u662f\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u7684\u7406\u60f3\u9009\u62e9<\/h3>\n<p>Python \u56e0\u5176\u7b80\u5355\u6027\u548c\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u91cf\u8eab\u5b9a\u5236\u7684\u5927\u91cf\u5e93\u800c\u6210\u4e3a\u7f16\u5199\u804a\u5929\u673a\u5668\u4eba\u7684\u9996\u9009\u3002\u8be5\u8bed\u8a00\u7684\u53ef\u8bfb\u6027\u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u9ad8\u6548\u5730\u7f16\u5199\u548c\u7ef4\u62a4\u4ee3\u7801\uff0c\u4f7f\u521d\u5b66\u8005\u548c\u7ecf\u9a8c\u4e30\u5bcc\u7684\u7a0b\u5e8f\u5458\u90fd\u53ef\u4ee5\u4f7f\u7528\u5b83\u3002\u501f\u52a9 NLTK \u548c spaCy \u7b49\u5e93\uff0cPython \u6709\u52a9\u4e8e\u521b\u5efa\u590d\u6742\u7684 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">\u4eba\u5de5\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba<\/a> \u53ef\u4ee5\u7406\u89e3\u5e76\u6709\u6548\u54cd\u5e94\u7528\u6237\u67e5\u8be2\u3002<\/p>\n<p>\u6b64\u5916\uff0cPython \u7684\u6d3b\u8dc3\u793e\u533a\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u8d44\u6e90\u3001\u6559\u7a0b\u548c\u6846\u67b6\uff0c\u53ef\u4ee5\u663e\u8457\u52a0\u5feb\u5f00\u53d1\u8fc7\u7a0b\u3002\u8fd9\u4e2a\u652f\u6301\u7f51\u7edc\u5bf9\u4e8e\u6545\u969c\u6392\u9664\u548c\u589e\u5f3a\u804a\u5929\u673a\u5668\u4eba\u529f\u80fd\u975e\u5e38\u6709\u4ef7\u503c\u3002\u56e0\u6b64\uff0c\u8bb8\u591a\u5f00\u53d1\u4eba\u5458\u5728\u5f00\u53d1\u804a\u5929\u673a\u5668\u4eba\u65f6\u66f4\u559c\u6b22\u4f7f\u7528 Python\u3002 <a href=\"https:\/\/messengerbot.app\/zh\/how-to-create-a-chatbot-for-free\/\">\u514d\u8d39\u521b\u5efa\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba<\/a> \u6216\u5bfb\u6c42\u5b9e\u73b0\u9ad8\u7ea7\u529f\u80fd\u3002<\/p>\n<p>\u5bf9\u4e8e\u90a3\u4e9b\u6709\u5174\u8da3\u8fdb\u4e00\u6b65\u4e86\u89e3\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u7684\u4eba\u6765\u8bf4\uff0c <a href=\"https:\/\/brainpod.ai\" target=\"_blank\" rel=\"noopener\">\u5927\u8111\u8231\u4eba\u5de5\u667a\u80fd<\/a> \u63d0\u4f9b\u521b\u65b0\u7684\u89e3\u51b3\u65b9\u6848\u548c\u5de5\u5177\uff0c\u4ee5\u589e\u5f3a\u804a\u5929\u673a\u5668\u4eba\u7684\u529f\u80fd\uff0c\u4f7f\u5176\u66f4\u6613\u4e8e\u96c6\u6210 <a href=\"https:\/\/messengerbot.app\/zh\/#features\">\u4eba\u5de5\u667a\u80fd<\/a> \u5230\u60a8\u7684\u9879\u76ee\u4e2d\u3002<\/p>\n<h2>\u7f16\u5199\u804a\u5929\u673a\u5668\u4eba\u4ee3\u7801\u96be\u5417\uff1f<\/h2>\n<p>\u6839\u636e\u6240\u9700\u529f\u80fd\u548c\u4f7f\u7528\u7684\u5de5\u5177\uff0c\u804a\u5929\u673a\u5668\u4eba\u7684\u7f16\u7801\u590d\u6742\u5ea6\u53ef\u80fd\u4f1a\u6709\u5f88\u5927\u5dee\u5f02\u3002\u4ee5\u4e0b\u662f\u5f71\u54cd\u804a\u5929\u673a\u5668\u4eba\u7f16\u7801\u96be\u5ea6\u7684\u56e0\u7d20\u7684\u7ec6\u5206\uff1a<\/p>\n<h3>\u4e86\u89e3\u804a\u5929\u673a\u5668\u4eba\u7f16\u7801\u7684\u590d\u6742\u6027<\/h3>\n<p>\u521b\u5efa\u804a\u5929\u673a\u5668\u4eba\u53ef\u80fd\u5f88\u7b80\u5355\uff0c\u4e5f\u53ef\u80fd\u5f88\u590d\u6742\uff0c\u8fd9\u53d6\u51b3\u4e8e\u4ee5\u4e0b\u51e0\u4e2a\u56e0\u7d20\uff1a<\/p>\n<ul>\n<li><strong>\u804a\u5929\u673a\u5668\u4eba\u7684\u7c7b\u578b<\/strong>:\n<ul>\n<li><strong>\u7b80\u5355\u57fa\u4e8e\u89c4\u5219\u7684\u804a\u5929\u673a\u5668\u4eba<\/strong>\uff1a\u8fd9\u4e9b\u673a\u5668\u4eba\u9075\u5faa\u9884\u5b9a\u4e49\u7684\u89c4\u5219\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u5e73\u53f0\u521b\u5efa\uff1a <a href=\"https:\/\/www.chatfuel.com\" target=\"_blank\" rel=\"noopener\">\u804a\u5929\u71c3\u6599<\/a> \u6216\u8005 <a href=\"https:\/\/www.manychat.com\" target=\"_blank\" rel=\"noopener\">\u591a\u804a\u5929<\/a>\u3002\u5b83\u4eec\u53ea\u9700\u8981\u5f88\u5c11\u7684\u7f16\u7801\u77e5\u8bc6\uff0c\u5e76\u4e14\u53ef\u4ee5\u5728\u4e00\u5c0f\u65f6\u5185\u5b8c\u6210\u8bbe\u7f6e\u3002<\/li>\n<li><strong>\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba<\/strong>\uff1a\u8fd9\u4e9b\u673a\u5668\u4eba\u5229\u7528\u673a\u5668\u5b66\u4e60\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406 (NLP) \u6765\u66f4\u6709\u6548\u5730\u7406\u89e3\u548c\u54cd\u5e94\u7528\u6237\u67e5\u8be2\u3002\u5f00\u53d1\u6b64\u7c7b\u804a\u5929\u673a\u5668\u4eba\u901a\u5e38\u9700\u8981\u5bf9\u7f16\u7a0b\u8bed\u8a00\u6709\u624e\u5b9e\u7684\u7406\u89e3\uff08\u4f8b\u5982 <a href=\"https:\/\/www.python.org\" target=\"_blank\" rel=\"noopener\">Python<\/a> \u6216 JavaScript\uff09\u548c\u6846\u67b6\uff08\u4f8b\u5982 <a href=\"https:\/\/rasa.com\" target=\"_blank\" rel=\"noopener\">\u62c9\u8428<\/a> \u6216\u8005 <a href=\"https:\/\/dev.botframework.com\" target=\"_blank\" rel=\"noopener\">Microsoft Bot \u6846\u67b6<\/a>\uff09\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u80fd\u9700\u8981\u6570\u5468\u751a\u81f3\u6570\u6708\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u590d\u6742\u7a0b\u5ea6\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5f00\u53d1\u5de5\u5177<\/strong>:\n<ul>\n<li><strong>\u65e0\u4ee3\u7801\u5e73\u53f0<\/strong>\uff1a\u7c7b\u4f3c\u5de5\u5177 <a href=\"https:\/\/www.tars.com\" target=\"_blank\" rel=\"noopener\">\u7126\u6cb9<\/a> \u548c <a href=\"https:\/\/landbot.io\" target=\"_blank\" rel=\"noopener\">\u5170\u5fb7\u535a\u7279<\/a> \u5141\u8bb8\u7528\u6237\u5728\u6ca1\u6709\u4efb\u4f55\u7f16\u7801\u7ecf\u9a8c\u7684\u60c5\u51b5\u4e0b\u521b\u5efa\u804a\u5929\u673a\u5668\u4eba\u3002\u8fd9\u4e9b\u5e73\u53f0\u63d0\u4f9b\u62d6\u653e\u754c\u9762\uff0c\u8ba9\u521d\u5b66\u8005\u4e5f\u80fd\u8f7b\u677e\u4e0a\u624b\u3002<\/li>\n<li><strong>\u5b9a\u5236\u5f00\u53d1<\/strong>\uff1a\u5bf9\u4e8e\u90a3\u4e9b\u5e0c\u671b\u4ece\u5934\u5f00\u59cb\u6784\u5efa\u804a\u5929\u673a\u5668\u4eba\u7684\u4eba\u6765\u8bf4\uff0cAPI\u3001\u6570\u636e\u5e93\u548c\u670d\u52a1\u5668\u7ba1\u7406\u7684\u77e5\u8bc6\u5fc5\u4e0d\u53ef\u5c11\u3002\u8fd9\u79cd\u65b9\u6cd5\u66f4\u5177\u6311\u6218\u6027\u4e14\u8017\u65f6\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u96c6\u6210\u4e0e\u7ef4\u62a4<\/strong>\uff1a\u5c06\u804a\u5929\u673a\u5668\u4eba\u4e0e\u73b0\u6709\u7cfb\u7edf\uff08\u5982 CRM \u6216\u7535\u5b50\u5546\u52a1\u5e73\u53f0\uff09\u96c6\u6210\u4f1a\u589e\u52a0\u590d\u6742\u6027\u3002\u6301\u7eed\u7ef4\u62a4\u3001\u66f4\u65b0\u548c\u4f7f\u7528\u65b0\u6570\u636e\u8bad\u7ec3\u804a\u5929\u673a\u5668\u4eba\u5bf9\u4e8e\u6027\u80fd\u4e5f\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<li><strong>\u5b66\u4e60\u66f2\u7ebf<\/strong>\uff1a\u5bf9\u4e8e\u521a\u63a5\u89e6\u7f16\u7a0b\u7684\u4eba\u6765\u8bf4\uff0c\u7406\u89e3\u7f16\u7801\u6982\u5ff5\u548c\u6846\u67b6\u9700\u8981\u4e00\u5b9a\u7684\u5b66\u4e60\u66f2\u7ebf\u3002\u4f46\u662f\uff0c\u8bb8\u591a\u5728\u7ebf\u8d44\u6e90\u3001\u6559\u7a0b\u548c\u793e\u533a\uff08\u5982 <a href=\"https:\/\/stackoverflow.com\" target=\"_blank\" rel=\"noopener\">\u5806\u6808\u6ea2\u51fa<\/a>\uff09\u53ef\u63d0\u4f9b\u652f\u6301\u3002<\/li>\n<\/ul>\n<p>\u603b\u800c\u8a00\u4e4b\uff0c\u867d\u7136\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u804a\u5929\u673a\u5668\u4eba\u76f8\u5bf9\u5bb9\u6613\u548c\u5feb\u901f\uff0c\u4f46\u5f00\u53d1\u4e00\u4e2a\u590d\u6742\u7684\u4eba\u5de5\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u9700\u8981\u5927\u91cf\u7684\u65f6\u95f4\u3001\u4e13\u4e1a\u77e5\u8bc6\u548c\u8d44\u6e90\u3002<\/p>\n<h3>\u7f16\u5199\u804a\u5929\u673a\u5668\u4eba\u7684\u5e38\u89c1\u6311\u6218<\/h3>\n<p>\u5f53\u5f00\u59cb\u7f16\u5199\u804a\u5929\u673a\u5668\u4eba\u4ee3\u7801\u65f6\uff0c\u53ef\u80fd\u4f1a\u51fa\u73b0\u51e0\u4e2a\u6311\u6218\uff1a<\/p>\n<ul>\n<li><strong>\u4e86\u89e3\u7528\u6237\u610f\u56fe<\/strong>\uff1a\u51c6\u786e\u89e3\u91ca\u7528\u6237\u67e5\u8be2\u53ef\u80fd\u5f88\u56f0\u96be\uff0c\u5c24\u5176\u662f\u5728\u63aa\u8f9e\u548c\u4e0a\u4e0b\u6587\u5404\u5f02\u7684\u60c5\u51b5\u4e0b\u3002\u5b9e\u65bd\u6709\u6548\u7684 NLP \u6280\u672f\u5bf9\u4e8e\u6539\u5584\u7528\u6237\u4ea4\u4e92\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<li><strong>\u6570\u636e\u7ba1\u7406<\/strong>\uff1a\u7ba1\u7406\u8f93\u5165\u804a\u5929\u673a\u5668\u4eba\u8fdb\u884c\u8bad\u7ec3\u548c\u66f4\u65b0\u7684\u6570\u636e\u53ef\u80fd\u5f88\u590d\u6742\u3002\u786e\u4fdd\u804a\u5929\u673a\u5668\u4eba\u4ece\u4e92\u52a8\u4e2d\u5b66\u4e60\u5e76\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u4e0d\u65ad\u6539\u8fdb\u5bf9\u4e8e\u4fdd\u6301\u76f8\u5173\u6027\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<li><strong>\u6d4b\u8bd5\u548c\u8c03\u8bd5<\/strong>\uff1a\u5fc5\u987b\u8fdb\u884c\u5168\u9762\u6d4b\u8bd5\uff0c\u4ee5\u786e\u4fdd\u804a\u5929\u673a\u5668\u4eba\u6309\u9884\u671f\u8fd0\u884c\u3002\u8c03\u8bd5\u53ef\u80fd\u975e\u5e38\u8017\u65f6\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406\u590d\u6742\u903b\u8f91\u6216\u96c6\u6210\u65f6\u3002<\/li>\n<li><strong>\u4fdd\u6301\u53c2\u4e0e<\/strong>\uff1a\u4fdd\u6301\u7528\u6237\u53c2\u4e0e\u9700\u8981\u4e0d\u65ad\u66f4\u65b0\u548c\u589e\u5f3a\u804a\u5929\u673a\u5668\u4eba\u7684\u529f\u80fd\u3002\u5b9a\u671f\u5206\u6790\u7528\u6237\u53cd\u9988\u548c\u4ea4\u4e92\u6570\u636e\u6709\u52a9\u4e8e\u6539\u5584\u804a\u5929\u673a\u5668\u4eba\u7684\u6027\u80fd\u3002<\/li>\n<\/ul>\n<p>\u6709\u5173\u5982\u4f55\u514b\u670d\u8fd9\u4e9b\u6311\u6218\u7684\u66f4\u8be6\u7ec6\u6307\u5bfc\uff0c\u8bf7\u8003\u8651\u63a2\u7d22\u6765\u81ea\u77e5\u540d\u7f51\u7ad9\u7684\u8d44\u6e90\uff0c\u4f8b\u5982 <a href=\"https:\/\/hbr.org\" target=\"_blank\" rel=\"noopener\">\u300a\u54c8\u4f5b\u5546\u4e1a\u8bc4\u8bba\u300b<\/a> \u548c <a href=\"https:\/\/towardsdatascience.com\" target=\"_blank\" rel=\"noopener\">\u8d70\u5411\u6570\u636e\u79d1\u5b66<\/a>\uff0c\u63d0\u4f9b\u6709\u5173\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u89c1\u89e3\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2025\/01\/code-a-chatbot-2223220.png\" alt=\"\" title=\"\"><\/img><\/p>\n<h2>\u6211\u53ef\u4ee5\u8bad\u7ec3\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\u5417\uff1f<\/h2>\n<p>\u8bad\u7ec3\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\u662f\u4e00\u9879\u6709\u610f\u4e49\u7684\u5de5\u4f5c\uff0c\u5b83\u5141\u8bb8\u60a8\u81ea\u5b9a\u4e49\u5176\u54cd\u5e94\u548c\u529f\u80fd\u4ee5\u6ee1\u8db3\u60a8\u7684\u7279\u5b9a\u9700\u6c42\u3002\u901a\u8fc7\u9075\u5faa\u7ed3\u6784\u5316\u65b9\u6cd5\uff0c\u60a8\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a <a href=\"https:\/\/messengerbot.app\/zh\/how-to-create-a-chatbot-for-free\/\">\u4eba\u5de5\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba<\/a> \u6709\u6548\u5730\u5438\u5f15\u7528\u6237\u5e76\u6ee1\u8db3\u4ed6\u4eec\u7684\u671f\u671b\u3002<\/p>\n<h3>\u8bad\u7ec3\u804a\u5929\u673a\u5668\u4eba\u7684\u6280\u5de7<\/h3>\n<p>\u4e3a\u4e86\u6210\u529f\u8bad\u7ec3\u4f60\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u8bf7\u8003\u8651\u4ee5\u4e0b\u6280\u672f\uff1a<\/p>\n<ol>\n<li><strong>\u4e86\u89e3\u804a\u5929\u673a\u5668\u4eba\u8bad\u7ec3\u7684\u57fa\u7840\u77e5\u8bc6<\/strong>\uff1a\u5728\u5f00\u59cb\u8bad\u7ec3\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\u4e4b\u524d\uff0c\u8bf7\u5148\u719f\u6089\u81ea\u7136\u8bed\u8a00\u5904\u7406 (NLP) \u548c\u673a\u5668\u5b66\u4e60\u539f\u7406\u3002\u8fd9\u4e9b\u57fa\u7840\u77e5\u8bc6\u5c06\u5e2e\u52a9\u60a8\u8bbe\u8ba1\u66f4\u6709\u6548\u7684\u8bad\u7ec3\u7b56\u7565\u3002<\/li>\n<li><strong>\u5b9a\u4e49\u76ee\u7684\u548c\u8303\u56f4<\/strong>\uff1a\u660e\u786e\u6982\u8ff0\u60a8\u5e0c\u671b\u804a\u5929\u673a\u5668\u4eba\u5b9e\u73b0\u7684\u76ee\u6807\u3002\u65e0\u8bba\u662f\u5ba2\u6237\u670d\u52a1\u3001\u4fe1\u606f\u68c0\u7d22\u8fd8\u662f\u5a31\u4e50\uff0c\u660e\u786e\u7684\u76ee\u6807\u90fd\u4f1a\u6307\u5bfc\u60a8\u7684\u8bad\u7ec3\u8fc7\u7a0b\u3002<\/li>\n<li><strong>\u6536\u96c6\u76f8\u5173\u6570\u636e<\/strong>\uff1a\u6536\u96c6\u4e00\u7ec4\u53cd\u6620\u60a8\u671f\u671b\u7684\u4ea4\u4e92\u7c7b\u578b\u7684\u591a\u6837\u5316\u7528\u6237\u8f93\u5165\u3002\u8fd9\u53ef\u4ee5\u5305\u62ec\u5e38\u89c1\u95ee\u9898\u89e3\u7b54\u3001\u5ba2\u6237\u67e5\u8be2\u548c\u5bf9\u8bdd\u7247\u6bb5\u3002\u8bad\u7ec3\u6570\u636e\u7684\u8d28\u91cf\u548c\u591a\u6837\u6027\u5bf9\u4e8e\u6709\u6548\u5b66\u4e60\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<li><strong>\u5229\u7528 NLP \u89e6\u53d1\u5668<\/strong>\uff1a\u5b9e\u65bd NLP \u89e6\u53d1\u5668\u6765\u8bc6\u522b\u7528\u6237\u610f\u56fe\u3002\u8fd9\u6d89\u53ca\u6dfb\u52a0\u7528\u6237\u53ef\u80fd\u4f1a\u95ee\u5230\u7684\u5173\u952e\u5b57\u3001\u77ed\u8bed\u548c\u95ee\u9898\u3002\u89e6\u53d1\u5668\u5217\u8868\u8d8a\u5168\u9762\uff0c\u804a\u5929\u673a\u5668\u4eba\u5c31\u8d8a\u80fd\u7406\u89e3\u7528\u6237\u67e5\u8be2\u3002<\/li>\n<li><strong>\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3<\/strong>\uff1a\u4f7f\u7528 TensorFlow \u6216 PyTorch \u7b49\u673a\u5668\u5b66\u4e60\u6846\u67b6\u6765\u8bad\u7ec3\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u3002\u8fd9\u4e9b\u5e73\u53f0\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u53ef\u6839\u636e\u60a8\u6536\u96c6\u7684\u6570\u636e\u5f00\u53d1\u548c\u4f18\u5316\u60a8\u7684\u6a21\u578b\u3002<\/li>\n<li><strong>\u8fed\u4ee3\u548c\u6539\u8fdb<\/strong>\uff1a\u6301\u7eed\u76d1\u63a7\u804a\u5929\u673a\u5668\u4eba\u7684\u6027\u80fd\u5e76\u6536\u96c6\u7528\u6237\u53cd\u9988\u3002\u4f7f\u7528\u6b64\u4fe1\u606f\u6765\u5b8c\u5584\u60a8\u7684\u8bad\u7ec3\u6570\u636e\u5e76\u6539\u5584\u804a\u5929\u673a\u5668\u4eba\u7684\u54cd\u5e94\u3002\u5b9a\u671f\u66f4\u65b0\u5bf9\u4e8e\u4fdd\u6301\u76f8\u5173\u6027\u548c\u51c6\u786e\u6027\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<li><strong>\u6d4b\u8bd5\u548c\u9a8c\u8bc1<\/strong>\uff1a\u5728\u90e8\u7f72\u804a\u5929\u673a\u5668\u4eba\u4e4b\u524d\uff0c\u8bf7\u8fdb\u884c\u5168\u9762\u6d4b\u8bd5\uff0c\u4ee5\u786e\u4fdd\u5b83\u80fd\u591f\u51c6\u786e\u54cd\u5e94\u5404\u79cd\u67e5\u8be2\u3002\u4f7f\u7528\u81ea\u52a8\u6d4b\u8bd5\u548c\u771f\u5b9e\u7528\u6237\u4ea4\u4e92\u6765\u9a8c\u8bc1\u5176\u6027\u80fd\u3002<\/li>\n<li><strong>\u6574\u5408\u7528\u6237\u53cd\u9988<\/strong>\uff1a\u90e8\u7f72\u540e\uff0c\u79ef\u6781\u5f81\u6c42\u7528\u6237\u7684\u53cd\u9988\uff0c\u4ee5\u786e\u5b9a\u9700\u8981\u6539\u8fdb\u7684\u5730\u65b9\u3002\u8fd9\u5c06\u5e2e\u52a9\u60a8\u505a\u51fa\u5fc5\u8981\u7684\u8c03\u6574\u5e76\u589e\u5f3a\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n<li><strong>\u7d27\u8ddf\u6f6e\u6d41<\/strong>\uff1a\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u548c\u804a\u5929\u673a\u5668\u4eba\u6280\u672f\u7684\u6700\u65b0\u8fdb\u5c55\u3002\u300a\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u6742\u5fd7\u300b\u548c\u884c\u4e1a\u535a\u5ba2\u7b49\u8d44\u6e90\u53ef\u4ee5\u63d0\u4f9b\u6709\u5173\u65b0\u5174\u8d8b\u52bf\u548c\u6700\u4f73\u5b9e\u8df5\u7684\u89c1\u89e3\u3002<\/li>\n<\/ol>\n<p>\u901a\u8fc7\u9075\u5faa\u8fd9\u4e9b\u6b65\u9aa4\uff0c\u60a8\u53ef\u4ee5\u6709\u6548\u5730\u8bad\u7ec3\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u786e\u4fdd\u5b83\u6ee1\u8db3\u7528\u6237\u9700\u6c42\u5e76\u53d1\u6325\u6700\u4f73\u6027\u80fd\u3002\u5982\u9700\u8fdb\u4e00\u6b65\u9605\u8bfb\uff0c\u8bf7\u8003\u8651\u63a2\u7d22\u6765\u81ea\u4fe1\u8a89\u826f\u597d\u7684\u6765\u6e90\u7684\u8d44\u6e90\uff0c\u4f8b\u5982 <a href=\"https:\/\/www.aaai.org\/\" target=\"_blank\" rel=\"noopener\">\u4eba\u5de5\u667a\u80fd\u4fc3\u8fdb\u4f1a\uff08AAAI\uff09<\/a> \u548c <a href=\"https:\/\/www.journalofai.org\/\" target=\"_blank\" rel=\"noopener\">\u56fd\u9645\u4eba\u673a\u7814\u7a76\u6742\u5fd7<\/a>.<\/p>\n<h3>\u8bad\u7ec3 AI \u804a\u5929\u673a\u5668\u4eba\u7684\u8d44\u6e90<\/h3>\n<p>\u4e3a\u4e86\u589e\u5f3a\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u8bad\u7ec3\u4f53\u9a8c\uff0c\u8bf7\u5229\u7528\u4ee5\u4e0b\u8d44\u6e90\uff1a<\/p>\n<ul>\n<li><a href=\"https:\/\/brainpod.ai\/brain-pod-ai-help-center\/\" target=\"_blank\" rel=\"noopener\">Brain Pod AI \u5e2e\u52a9\u4e2d\u5fc3<\/a> \u2013 \u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u548c\u804a\u5929\u673a\u5668\u4eba\u529f\u80fd\u7684\u7efc\u5408\u8d44\u6e90\u3002<\/li>\n<li><a href=\"https:\/\/messengerbot.app\/zh\/%e9%80%9a%e8%ae%af%e6%9c%ba%e5%99%a8%e4%ba%ba%e6%95%99%e7%a8%8b\/\">Messenger \u673a\u5668\u4eba\u6559\u7a0b<\/a> \u2013 \u9010\u6b65\u6307\u5357\u5e2e\u52a9\u60a8\u5b8c\u6210\u804a\u5929\u673a\u5668\u4eba\u7684\u521b\u5efa\u8fc7\u7a0b\u3002<\/li>\n<li><a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">\u591a\u8bed\u8a00AI\u804a\u5929\u52a9\u624b<\/a> \u2013 \u63a2\u7d22\u5982\u4f55\u5728\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u4e2d\u5b9e\u73b0\u591a\u8bed\u8a00\u529f\u80fd\u3002<\/li>\n<li><a href=\"https:\/\/brainpod.ai\/ai-services-pricing\/\" target=\"_blank\" rel=\"noopener\">Brain Pod AI \u5b9a\u4ef7<\/a> \u2013 \u67e5\u770b\u53ef\u4ee5\u534f\u52a9\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u7684\u7ecf\u6d4e\u5b9e\u60e0\u7684\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u9009\u9879\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u5229\u7528\u8fd9\u4e9b\u8d44\u6e90\uff0c\u60a8\u53ef\u4ee5\u6709\u6548\u5730\u589e\u5f3a\u804a\u5929\u673a\u5668\u4eba\u7684\u529f\u80fd\u5e76\u786e\u4fdd\u5b83\u63d0\u4f9b\u5353\u8d8a\u7684\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<h2>\u6211\u53ef\u4ee5\u8bad\u7ec3\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\u5417\uff1f<\/h2>\n<p>\u662f\u7684\uff0c\u60a8\u53ef\u4ee5\u8bad\u7ec3\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u8fd9\u6837\u505a\u5bf9\u4e8e\u63d0\u9ad8\u5176\u6027\u80fd\u548c\u786e\u4fdd\u5176\u6ee1\u8db3\u7528\u6237\u671f\u671b\u81f3\u5173\u91cd\u8981\u3002\u8bad\u7ec3\u804a\u5929\u673a\u5668\u4eba\u5305\u62ec\u6559\u5b83\u7406\u89e3\u5e76\u6709\u6548\u5730\u54cd\u5e94\u7528\u6237\u8f93\u5165\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e2e\u52a9\u60a8\u8bad\u7ec3\u804a\u5929\u673a\u5668\u4eba\u7684\u6280\u5de7\uff1a<\/p>\n<h3>\u8bad\u7ec3\u804a\u5929\u673a\u5668\u4eba\u7684\u6280\u5de7<\/h3>\n<p>\u4e3a\u4e86\u6210\u529f\u8bad\u7ec3\u4f60\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u8bf7\u8003\u8651\u4ee5\u4e0b\u6280\u672f\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\uff1a<\/strong> \u5229\u7528 NLP \u5e93\uff0c\u4f8b\u5982 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">\u5927\u8111\u8231\u4eba\u5de5\u667a\u80fd<\/a> \u5e2e\u52a9\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u66f4\u597d\u5730\u7406\u89e3\u7528\u6237\u610f\u56fe\u548c\u80cc\u666f\u3002<\/li>\n<li><strong>\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff1a<\/strong> \u5b9e\u65bd\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u8ba9\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u4ece\u4ea4\u4e92\u4e2d\u5b66\u4e60\uff0c\u5e76\u6839\u636e\u7528\u6237\u53cd\u9988\u6539\u8fdb\u5176\u54cd\u5e94\u3002<\/li>\n<li><strong>\u5b9a\u671f\u66f4\u65b0\uff1a<\/strong> \u4e0d\u65ad\u7528\u65b0\u4fe1\u606f\u548c\u7528\u6237\u67e5\u8be2\u66f4\u65b0\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u7684\u77e5\u8bc6\u5e93\uff0c\u4ee5\u4fdd\u6301\u5176\u76f8\u5173\u6027\u548c\u6709\u6548\u6027\u3002<\/li>\n<li><strong>\u7528\u6237\u53cd\u9988\uff1a<\/strong> \u9f13\u52b1\u7528\u6237\u5bf9\u804a\u5929\u673a\u5668\u4eba\u4ea4\u4e92\u63d0\u4f9b\u53cd\u9988\uff0c\u8fd9\u5bf9\u4e8e\u6539\u8fdb\u5176\u54cd\u5e94\u548c\u529f\u80fd\u975e\u5e38\u6709\u4ef7\u503c\u3002<\/li>\n<\/ul>\n<h3>\u8bad\u7ec3 AI \u804a\u5929\u673a\u5668\u4eba\u7684\u8d44\u6e90<\/h3>\n<p>\u6709\u8bb8\u591a\u8d44\u6e90\u53ef\u5e2e\u52a9\u4f60\u8bad\u7ec3\u804a\u5929\u673a\u5668\u4eba\uff1a<\/p>\n<ul>\n<li><a href=\"https:\/\/messengerbot.app\/zh\/%e9%80%9a%e8%ae%af%e6%9c%ba%e5%99%a8%e4%ba%ba%e6%95%99%e7%a8%8b\/\">Messenger \u673a\u5668\u4eba\u6559\u7a0b<\/a>\uff1a\u4e00\u4efd\u5168\u9762\u7684\u6307\u5357\uff0c\u5e2e\u52a9\u60a8\u4e86\u89e3\u804a\u5929\u673a\u5668\u4eba\u8bad\u7ec3\u7684\u7ec6\u5fae\u5dee\u522b\u3002<\/li>\n<li><a href=\"https:\/\/brainpod.ai\/brain-pod-ai-help-center\/\" target=\"_blank\" rel=\"noopener\">Brain Pod AI \u5e2e\u52a9\u4e2d\u5fc3<\/a>\uff1a\u63d0\u4f9b\u5728\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u4e2d\u5b9e\u73b0 AI \u529f\u80fd\u7684\u6587\u6863\u548c\u652f\u6301\u3002<\/li>\n<li><a href=\"https:\/\/brainpod.ai\/ai-services-pricing\/\" target=\"_blank\" rel=\"noopener\">Brain Pod AI \u5b9a\u4ef7\u9875\u9762<\/a>\uff1a\u63a2\u7d22\u53ef\u589e\u5f3a\u804a\u5929\u673a\u5668\u4eba\u529f\u80fd\u7684\u9ad8\u7ea7 AI \u670d\u52a1\u7684\u5404\u79cd\u5b9a\u4ef7\u9009\u9879\u3002<\/li>\n<\/ul>\n<h2>Python \u804a\u5929\u673a\u5668\u4eba\u9879\u76ee\u53ca\u6e90\u4ee3\u7801<\/h2>\n<p>\u4f7f\u7528 Python \u521b\u5efa\u804a\u5929\u673a\u5668\u4eba\u9879\u76ee\u662f\u5e94\u7528\u60a8\u7684\u7f16\u7801\u6280\u80fd\u5e76\u5f00\u53d1\u53ef\u589e\u5f3a\u7528\u6237\u4ea4\u4e92\u7684\u529f\u80fd\u5de5\u5177\u7684\u7edd\u4f73\u65b9\u5f0f\u3002Python \u804a\u5929\u673a\u5668\u4eba\u56e0\u5176\u7b80\u5355\u6027\u548c\u53ef\u4f9b\u5f00\u53d1\u7684\u5927\u91cf\u5e93\u800c\u8d8a\u6765\u8d8a\u53d7\u6b22\u8fce\u3002\u4e0b\u9762\uff0c\u6211\u5c06\u6982\u8ff0\u4e00\u4e9b\u793a\u4f8b\u9879\u76ee\uff0c\u4ee5\u5e2e\u52a9\u60a8\u5f00\u59cb\u4f7f\u7528 Python \u804a\u5929\u673a\u5668\u4eba\u3002<\/p>\n<h3>\u5f00\u59cb\u4f7f\u7528 Python \u804a\u5929\u673a\u5668\u4eba\u7684\u793a\u4f8b\u9879\u76ee<\/h3>\n<p>\u5f53\u4f60\u8e0f\u4e0a <a href=\"https:\/\/messengerbot.app\/zh\/how-to-make-a-chat-bot-in-python\/\">\u5236\u4f5c\u4f60\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba<\/a>\uff0c\u8bf7\u8003\u8651\u4ece\u8fd9\u4e9b\u793a\u4f8b\u9879\u76ee\u5f00\u59cb\uff1a<\/p>\n<ul>\n<li><strong>\u7b80\u5355\u5e38\u89c1\u95ee\u9898\u89e3\u7b54\u673a\u5668\u4eba\uff1a<\/strong> \u8be5\u9879\u76ee\u6d89\u53ca\u7f16\u5199\u4e00\u4e2a\u53ef\u4ee5\u56de\u7b54\u5e38\u89c1\u95ee\u9898\u7684\u57fa\u672c\u804a\u5929\u673a\u5668\u4eba\u3002\u901a\u8fc7\u5229\u7528 NLTK \u6216 spaCy \u7b49\u5e93\uff0c\u60a8\u53ef\u4ee5\u5b9e\u73b0\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff0c\u4ee5\u589e\u5f3a\u673a\u5668\u4eba\u5bf9\u7528\u6237\u67e5\u8be2\u7684\u7406\u89e3\u3002<\/li>\n<li><strong>\u5929\u6c14\u673a\u5668\u4eba\uff1a<\/strong> \u901a\u8fc7\u96c6\u6210 OpenWeatherMap \u7b49 API \u521b\u5efa\u4e00\u4e2a\u63d0\u4f9b\u5929\u6c14\u66f4\u65b0\u7684\u804a\u5929\u673a\u5668\u4eba\u3002\u8be5\u9879\u76ee\u5c06\u5e2e\u52a9\u60a8\u4e86\u89e3\u5982\u4f55\u4ece\u5916\u90e8\u6765\u6e90\u83b7\u53d6\u6570\u636e\u5e76\u4ee5\u7528\u6237\u53cb\u597d\u7684\u65b9\u5f0f\u5448\u73b0\u6570\u636e\u3002<\/li>\n<li><strong>\u5ba2\u6237\u652f\u6301\u673a\u5668\u4eba\uff1a<\/strong> \u5f00\u53d1\u4e00\u4e2a\u53ef\u4ee5\u5904\u7406\u5ba2\u6237\u4e1a\u52a1\u67e5\u8be2\u7684\u804a\u5929\u673a\u5668\u4eba\u3002\u8be5\u9879\u76ee\u53ef\u4ee5\u5229\u7528\u673a\u5668\u5b66\u4e60\u6280\u672f\u6765\u63d0\u9ad8\u54cd\u5e94\u51c6\u786e\u6027\u3002<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u66f4\u9ad8\u7ea7\u7684\u9879\u76ee\uff0c\u4f60\u53ef\u4ee5\u63a2\u7d22 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">Brain Pod AI \u7684\u804a\u5929\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848<\/a>\uff0c\u5b83\u4e3a\u6784\u5efa\u590d\u6742\u7684 AI \u804a\u5929\u673a\u5668\u4eba\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u529f\u80fd\u3002<\/p>\n<h3>\u5206\u6790 GitHub \u4e0a\u6210\u529f\u7684\u804a\u5929\u673a\u5668\u4eba\u9879\u76ee<\/h3>\n<p>GitHub 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\u8bc4\u4f30\u804a\u5929\u673a\u5668\u4eba\u63d0\u4f9b\u7684\u529f\u80fd\u3002\u6210\u529f\u7684\u9879\u76ee\u901a\u5e38\u5305\u62ec\u7528\u6237\u8eab\u4efd\u9a8c\u8bc1\u3001\u591a\u8bed\u8a00\u652f\u6301\u4ee5\u53ca\u4e0e\u5404\u79cd\u6d88\u606f\u4f20\u9012\u5e73\u53f0\u96c6\u6210\u7b49\u529f\u80fd\u3002<\/li>\n<li><strong>\u7528\u6237\u53c2\u4e0e\u5ea6\uff1a<\/strong> \u56de\u987e\u8fd9\u4e9b\u804a\u5929\u673a\u5668\u4eba\u5982\u4f55\u4e0e\u7528\u6237\u4e92\u52a8\u3002\u6709\u6548\u7684\u804a\u5929\u673a\u5668\u4eba\u901a\u5e38\u91c7\u7528\u5f15\u4eba\u5165\u80dc\u7684\u5bf9\u8bdd\u98ce\u683c\u548c\u4e2a\u6027\u5316\u7684\u56de\u5e94\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u7814\u7a76\u8fd9\u4e9b\u6210\u529f\u7684\u804a\u5929\u673a\u5668\u4eba\u9879\u76ee\uff0c\u4f60\u53ef\u4ee5\u63d0\u9ad8\u81ea\u5df1\u7684\u6280\u80fd <a href=\"https:\/\/messengerbot.app\/zh\/%e9%9d%a9%e6%96%b0%e5%ae%a2%e6%88%b7%e6%94%af%e6%8c%81%ef%bc%8c%e6%8f%ad%e7%a4%ba%e6%9c%80%e4%bd%b3%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e8%81%8a%e5%a4%a9%e6%9c%ba%e5%99%a8%e4%ba%ba%e5%92%8c\/\">\u7f16\u7801\u804a\u5929\u673a\u5668\u4eba<\/a> \u5e76\u5b66\u4e60\u5982\u4f55\u5b9e\u73b0\u589e\u5f3a\u7528\u6237\u4f53\u9a8c\u7684\u529f\u80fd\u3002<\/p>\n<span class=\"et_bloom_bottom_trigger\"><\/span>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/zh\/how-to-code-a-chatbot-create-your-own-ai-chatbot-for-free-using-python\/\" data-essbisPostTitle=\"How to Code a Chatbot: Create Your Own AI Chatbot for Free Using Python\" data-essbisHoverContainer=\"\"><p>Are you ready to dive into the exciting world of chatbots? In this comprehensive guide, we will explore how to code a chatbot using Python, empowering you to create your own AI chatbot for free. Chatbots have become essential tools for businesses and developers alike, offering a seamless way to engage users and automate tasks. [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":253935,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":"","rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","rank_math_canonical_url":"","rank_math_robots":"","rank_math_facebook_title":"","rank_math_facebook_description":"","rank_math_twitter_title":"","rank_math_twitter_description":""},"categories":[31],"tags":[],"class_list":["post-253934","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/posts\/253934","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/comments?post=253934"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/posts\/253934\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/media\/253935"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/media?parent=253934"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/categories?post=253934"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/tags?post=253934"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}