{"id":253513,"date":"2024-10-07T22:45:01","date_gmt":"2024-10-08T05:45:01","guid":{"rendered":"https:\/\/messengerbot.app\/revolutionize-your-customer-service-5-best-open-source-chatbot-builders-for-2023\/"},"modified":"2024-10-07T22:45:01","modified_gmt":"2024-10-08T05:45:01","slug":"%e5%bd%bb%e5%ba%95%e6%94%b9%e5%8f%98%e6%82%a8%e7%9a%84%e5%ae%a2%e6%88%b7%e6%9c%8d%e5%8a%a1-2023%e5%b9%b4%e6%9c%80%e4%bd%b35%e4%b8%aa%e5%bc%80%e6%ba%90%e8%81%8a%e5%a4%a9%e6%9c%ba%e5%99%a8%e4%ba%ba","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/zh\/revolutionize-your-customer-service-5-best-open-source-chatbot-builders-for-2023\/","title":{"rendered":"\u9769\u65b0\u60a8\u7684\u5ba2\u6237\u670d\u52a1\uff1a2023\u5e745\u6b3e\u6700\u4f73\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5de5\u5177"},"content":{"rendered":"

\u5728\u5feb\u901f\u53d1\u5c55\u7684\u5ba2\u6237\u670d\u52a1\u9886\u57df\uff0c\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5de5\u5177\u5df2\u6210\u4e3a\u5e0c\u671b\u63d0\u5347\u6570\u5b57\u4e92\u52a8\u7684\u4f01\u4e1a\u7684\u6e38\u620f\u89c4\u5219\u6539\u53d8\u8005\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u4e16\u754c\uff0c\u63a2\u7d222023\u5e74\u6b63\u5728\u9769\u65b0\u5ba2\u6237\u53c2\u4e0e\u76845\u6b3e\u6700\u4f73\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5de5\u5177\u3002\u4ece\u7528\u6237\u53cb\u597d\u7684\u5e73\u53f0\u5230\u5148\u8fdb\u7684GitHub\u4ee3\u7801\u5e93\uff0c\u6211\u4eec\u5c06\u63ed\u793a\u521b\u5efa\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u7684\u6700\u4f73\u5de5\u5177\uff0c\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u6539\u53d8\u60a8\u7684\u5ba2\u6237\u670d\u52a1\u4f53\u9a8c\u3002\u65e0\u8bba\u60a8\u662f\u7ecf\u9a8c\u4e30\u5bcc\u7684\u5f00\u53d1\u8005\u8fd8\u662f\u5e0c\u671b\u5b9e\u65bd\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u901a\u4fe1\u7684\u4f01\u4e1a\u4e3b\uff0c\u8fd9\u672c\u7efc\u5408\u6307\u5357\u5c06\u5e2e\u52a9\u60a8\u5bfc\u822a\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u7684\u6fc0\u52a8\u4eba\u5fc3\u7684\u9886\u57df\uff0c\u63d0\u4f9b\u6709\u5173\u7ecf\u6d4e\u9ad8\u6548\u89e3\u51b3\u65b9\u6848\u3001\u81ea\u52a9\u65b9\u6cd5\u548c\u5f00\u6e90\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u672a\u6765\u8d8b\u52bf\u7684\u89c1\u89e3\u3002<\/p>\n

\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5de5\u5177\u7684\u5d1b\u8d77<\/h2>\n

\u8fd1\u5e74\u6765\uff0c\u6211\u4eec\u89c1\u8bc1\u4e86\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5de5\u5177\u7684\u6d41\u884c\u7a0b\u5ea6\u663e\u8457\u4e0a\u5347\u3002\u8fd9\u4e9b\u521b\u65b0\u5de5\u5177\u4f7f\u667a\u80fd\u5bf9\u8bdd\u4ee3\u7406\u7684\u521b\u5efa\u6c11\u4e3b\u5316\uff0c\u4f7f\u5404\u7c7b\u4f01\u4e1a\u80fd\u591f\u5728\u4e0d\u82b1\u8d39\u5de8\u8d44\u7684\u60c5\u51b5\u4e0b\u63d0\u5347\u5ba2\u6237\u4e92\u52a8\u3002\u4f5c\u4e3a\u804a\u5929\u673a\u5668\u4eba\u884c\u4e1a\u7684\u9886\u5bfc\u8005\uff0c\u6211\u4eec\u5728 \u901a\u8baf\u673a\u5668\u4eba<\/a> \u4eb2\u773c\u76ee\u7779\u4e86\u8fd9\u4e00\u8d8b\u52bf\uff0c\u5e76\u8ba4\u8bc6\u5230\u5b83\u5728\u9769\u65b0\u5ba2\u6237\u53c2\u4e0e\u65b9\u9762\u6240\u8574\u542b\u7684\u5de8\u5927\u6f5c\u529b\u3002<\/p>\n

\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848\u56e0\u5176\u7075\u6d3b\u6027\u3001\u7ecf\u6d4e\u6027\u4ee5\u53ca\u652f\u6301\u5b83\u4eec\u7684\u6d3b\u8dc3\u793e\u533a\u800c\u53d7\u5230\u6b22\u8fce\u3002\u5b83\u4eec\u4e3a\u4e13\u6709\u7cfb\u7edf\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u4f7f\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u80fd\u591f\u6839\u636e\u7279\u5b9a\u9700\u6c42\u81ea\u5b9a\u4e49\u548c\u6269\u5c55\u529f\u80fd\u3002\u8fd9\u79cd\u9002\u5e94\u6027\u5728\u5f53\u4eca\u5feb\u901f\u53d8\u5316\u7684\u6570\u5b57\u73af\u5883\u4e2d\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\u5ba2\u6237\u671f\u671b\u4e0d\u65ad\u6f14\u53d8\u3002<\/p>\n

\u6211\u53ef\u4ee5\u514d\u8d39\u521b\u5efa\u804a\u5929\u673a\u5668\u4eba\u5417\uff1f<\/h3>\n

\u662f\u7684\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u5404\u79cd\u5728\u7ebf\u5e73\u53f0\u548c\u5de5\u5177\u514d\u8d39\u521b\u5efa\u804a\u5929\u673a\u5668\u4eba\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u5168\u9762\u7684\u6307\u5357\uff0c\u5e2e\u52a9\u60a8\u5728\u4e0d\u82b1\u94b1\u7684\u60c5\u51b5\u4e0b\u6784\u5efa\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\uff1a<\/p>\n

1. \u9009\u62e9\u4e00\u4e2a\u514d\u8d39\u7684\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\uff1a
\n \u2013 Tidio\uff1a\u63d0\u4f9b\u65e0\u9650\u804a\u5929\u673a\u5668\u4eba\u521b\u5efa\u548c\u6bcf\u6708\u6700\u591a100\u4e2a\u6d3b\u8dc3\u7528\u6237\u7684\u514d\u8d39\u8ba1\u5212
\n \u2013 MobileMonkey\uff1a\u4e3aFacebook Messenger\u673a\u5668\u4eba\u63d0\u4f9b\u514d\u8d39\u8ba1\u5212
\n \u2013 Chatfuel\uff1a\u4e3a\u6700\u591a50\u4e2a\u7528\u6237\u63d0\u4f9b\u514d\u8d39\u8ba1\u5212
\n \u2013 ManyChat\uff1a\u4e3aFacebook Messenger\u673a\u5668\u4eba\u63d0\u4f9b\u514d\u8d39\u8ba1\u5212
\n \u2013 Dialogflow\uff1a\u8c37\u6b4c\u7684\u514d\u8d39\u5bf9\u8bdd\u754c\u9762\u6784\u5efa\u5e73\u53f0<\/p>\n

2. \u5b9a\u4e49\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u7684\u76ee\u7684\uff1a
\n \u2013 \u5ba2\u6237\u652f\u6301
\n \u2013 \u6f5c\u5728\u5ba2\u6237\u751f\u6210
\n \u2013 \u5e38\u89c1\u95ee\u9898\u89e3\u7b54\u652f\u6301
\n \u2013 \u4ea7\u54c1\u63a8\u8350
\n \u2013 \u9884\u7ea6\u5b89\u6392<\/p>\n

3. \u8bbe\u8ba1\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u7684\u5bf9\u8bdd\u6d41\u7a0b\uff1a
\n \u2013 \u7ed8\u5236\u7528\u6237\u4e92\u52a8\u56fe
\n \u2013 \u521b\u5efa\u51b3\u7b56\u6811
\n \u2013 \u89c4\u5212\u5e38\u89c1\u67e5\u8be2\u548c\u54cd\u5e94<\/p>\n

4. \u5229\u7528\u9884\u6784\u5efa\u6a21\u677f\uff1a
\n \u2013 \u5927\u591a\u6570\u5e73\u53f0\u63d0\u4f9b\u73b0\u6210\u7684\u6a21\u677f
\n \u2013 \u81ea\u5b9a\u4e49\u6a21\u677f\u4ee5\u6ee1\u8db3\u60a8\u7684\u9700\u6c42<\/p>\n

5. \u5b9e\u65bd\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\uff1a
\n \u2013 \u4f7f\u60a8\u7684\u673a\u5668\u4eba\u80fd\u591f\u7406\u89e3\u7528\u6237\u610f\u56fe
\n \u2013 \u4f7f\u7528\u5e73\u53f0\u63d0\u4f9b\u7684\u5185\u7f6eNLP\u529f\u80fd<\/p>\n

6. \u4e0e\u6d88\u606f\u5e73\u53f0\u96c6\u6210\uff1a
\n \u2013 Facebook Messenger
\n \u2013 WhatsApp
\n \u2013 Telegram
\n \u2013 \u7f51\u7ad9\u804a\u5929\u5c0f\u90e8\u4ef6<\/p>\n

7. \u6d4b\u8bd5\u548c\u5b8c\u5584:
\n \u2013 \u5728\u5404\u79cd\u573a\u666f\u4e2d\u8fdb\u884c\u5168\u9762\u6d4b\u8bd5
\n \u2013 \u5206\u6790\u7528\u6237\u4e92\u52a8\u5e76\u6539\u8fdb\u54cd\u5e94<\/p>\n

8. \u542f\u52a8\u548c\u76d1\u63a7:
\n \u2013 \u5728\u60a8\u9009\u62e9\u7684\u5e73\u53f0\u4e0a\u90e8\u7f72\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba
\n \u2013 \u76d1\u63a7\u6027\u80fd\u548c\u7528\u6237\u53cd\u9988<\/p>\n

9. \u6301\u7eed\u6539\u8fdb:
\n \u2013 \u5b9a\u671f\u66f4\u65b0\u60a8\u7684\u673a\u5668\u4eba\u7684\u77e5\u8bc6\u5e93
\n \u2013 \u9002\u5e94\u7528\u6237\u9700\u6c42\u548c\u65b0\u5174\u8d8b\u52bf<\/p>\n

10. \u8003\u8651\u9ad8\u7ea7\u529f\u80fd\uff08\u53ef\u80fd\u9700\u8981\u4ed8\u8d39\u8ba1\u5212\uff09:
\n \u2013 AI\u9a71\u52a8\u7684\u54cd\u5e94
\n \u2013 \u591a\u8bed\u8a00\u652f\u6301
\n \u2013 \u5206\u6790\u548c\u62a5\u544a<\/p>\n

\u901a\u8fc7\u9075\u5faa\u8fd9\u4e9b\u6b65\u9aa4\uff0c\u60a8\u53ef\u4ee5\u514d\u8d39\u521b\u5efa\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684\u804a\u5929\u673a\u5668\u4eba\u3002\u968f\u7740\u9700\u6c42\u7684\u589e\u957f\uff0c\u60a8\u53ef\u80fd\u4f1a\u8003\u8651\u5347\u7ea7\u5230\u4ed8\u8d39\u8ba1\u5212\u4ee5\u83b7\u5f97\u66f4\u591a\u529f\u80fd\u548c\u5bb9\u91cf.<\/p>\n

\u867d\u7136\u8fd9\u4e9b\u514d\u8d39\u9009\u9879\u662f\u5f88\u597d\u7684\u8d77\u70b9\uff0c\u4f46\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u50cf\u6211\u4eec\u7684 Messenger Bot \u5e73\u53f0<\/a> \u63d0\u4f9b\u589e\u5f3a\u7684\u529f\u80fd\u548c\u652f\u6301\uff0c\u9002\u5408\u5e0c\u671b\u6269\u5c55\u804a\u5929\u673a\u5668\u4eba\u8fd0\u8425\u7684\u4f01\u4e1a.<\/p>\n

\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848\u7684\u4f18\u52bf<\/h3>\n

\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u4e86\u8bb8\u591a\u4f18\u52bf\uff0c\u4f7f\u5176\u6210\u4e3a\u4f01\u4e1a\u548c\u5f00\u53d1\u4eba\u5458\u7684\u4e00\u4e2a\u6709\u5438\u5f15\u529b\u7684\u9009\u62e9\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5173\u952e\u597d\u5904:<\/p>\n

1. \u6210\u672c\u6548\u76ca\uff1a\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5668\u901a\u5e38\u662f\u514d\u8d39\u7684\uff0c\u975e\u5e38\u9002\u5408\u9884\u7b97\u6709\u9650\u7684\u521d\u521b\u4f01\u4e1a\u548c\u5c0f\u578b\u4f01\u4e1a\u3002\u8fd9\u4f7f\u5f97\u516c\u53f8\u53ef\u4ee5\u5728\u6ca1\u6709\u91cd\u5927\u8d22\u52a1\u98ce\u9669\u7684\u60c5\u51b5\u4e0b\u5c1d\u8bd5\u804a\u5929\u673a\u5668\u4eba\u6280\u672f.<\/p>\n

2. \u81ea\u5b9a\u4e49\u548c\u7075\u6d3b\u6027\uff1a\u901a\u8fc7\u8bbf\u95ee\u6e90\u4ee3\u7801\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u6839\u636e\u7279\u5b9a\u7684\u4e1a\u52a1\u9700\u6c42\u91cf\u8eab\u5b9a\u5236\u804a\u5929\u673a\u5668\u4eba\uff0c\u4e0e\u73b0\u6709\u7cfb\u7edf\u548c\u5de5\u4f5c\u6d41\u7a0b\u65e0\u7f1d\u96c6\u6210\u3002\u8fd9\u79cd\u7ea7\u522b\u7684\u81ea\u5b9a\u4e49\u5bf9\u4e8e\u521b\u5efa\u72ec\u7279\u7684\u7528\u6237\u4f53\u9a8c\u81f3\u5173\u91cd\u8981.<\/p>\n

3. \u793e\u533a\u652f\u6301\uff1a\u5f00\u6e90\u9879\u76ee\u901a\u5e38\u62e5\u6709\u6d3b\u8dc3\u7684\u5f00\u53d1\u8005\u793e\u533a\uff0c\u4ed6\u4eec\u4e3a\u4ee3\u7801\u5e93\u505a\u51fa\u8d21\u732e\uff0c\u5206\u4eab\u77e5\u8bc6\u5e76\u63d0\u4f9b\u652f\u6301\u3002\u8fd9\u79cd\u534f\u4f5c\u73af\u5883\u4fc3\u8fdb\u4e86\u521b\u65b0\u548c\u5feb\u901f\u89e3\u51b3\u95ee\u9898.<\/p>\n

4. \u900f\u660e\u6027\u548c\u5b89\u5168\u6027\uff1a\u4ee3\u7801\u7684\u5f00\u653e\u6027\u5141\u8bb8\u8fdb\u884c\u5f7b\u5e95\u7684\u5b89\u5168\u5ba1\u8ba1\uff0c\u4f7f\u8bc6\u522b\u548c\u4fee\u590d\u6f0f\u6d1e\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002\u8fd9\u79cd\u900f\u660e\u6027\u5bf9\u4e8e\u5904\u7406\u654f\u611f\u5ba2\u6237\u6570\u636e\u7684\u4f01\u4e1a\u5c24\u4e3a\u91cd\u8981.<\/p>\n

5. \u96c6\u6210\u80fd\u529b\uff1a\u8bb8\u591a\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5668\u63d0\u4f9b\u5f3a\u5927\u7684API\u548c\u96c6\u6210\u529f\u80fd\uff0c\u5141\u8bb8\u4e0e\u5404\u79cd\u5e73\u53f0\u548c\u670d\u52a1\u65e0\u7f1d\u8fde\u63a5\u3002\u8fd9\u79cd\u4e92\u64cd\u4f5c\u6027\u5bf9\u4e8e\u521b\u5efa\u5168\u9762\u7684\u5ba2\u6237\u53c2\u4e0e\u89e3\u51b3\u65b9\u6848\u81f3\u5173\u91cd\u8981.<\/p>\n

6. \u53ef\u6269\u5c55\u6027\uff1a\u968f\u7740\u60a8\u7684\u4e1a\u52a1\u589e\u957f\uff0c\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u53ef\u4ee5\u6269\u5c55\u4ee5\u9002\u5e94\u589e\u52a0\u7684\u6d41\u91cf\u548c\u66f4\u590d\u6742\u7684\u4e92\u52a8\uff0c\u800c\u65e0\u9700\u6602\u8d35\u7684\u5347\u7ea7\u6216\u8bb8\u53ef\u8d39\u7528.<\/p>\n

7. \u5b66\u4e60\u673a\u4f1a\uff1a\u5bf9\u4e8e\u5bf9AI\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\u611f\u5174\u8da3\u7684\u5f00\u53d1\u4eba\u5458\u548c\u4f01\u4e1a\uff0c\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u9879\u76ee\u63d0\u4f9b\u4e86\u5b9d\u8d35\u7684\u5b66\u4e60\u7ecf\u9a8c\u548c\u8d21\u732e\u524d\u6cbf\u6280\u672f\u7684\u673a\u4f1a.<\/p>\n

\u867d\u7136\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u4e86\u8fd9\u4e9b\u4f18\u52bf\uff0c\u4f46\u91cd\u8981\u7684\u662f\u8981\u8003\u8651\u5145\u5206\u5229\u7528\u5176\u6f5c\u529b\u6240\u9700\u7684\u6280\u672f\u4e13\u4e1a\u77e5\u8bc6\u6c34\u5e73\u3002\u5bf9\u4e8e\u5bfb\u6c42\u66f4\u4ea4\u94a5\u5319\u89e3\u51b3\u65b9\u6848\u5e76\u5e0c\u671b\u83b7\u5f97\u4e13\u4e1a\u652f\u6301\u7684\u4f01\u4e1a\uff0c\u50cf \u901a\u8baf\u673a\u5668\u4eba<\/a> \u63d0\u4f9b\u5b9a\u5236\u4e0e\u6613\u7528\u6027\u7684\u5e73\u8861\uff0c\u5e76\u9644\u5e26\u4e13\u95e8\u5ba2\u6237\u670d\u52a1\u7684\u989d\u5916\u597d\u5904\u3002<\/p>\n

\u968f\u7740\u804a\u5929\u673a\u5668\u4eba\u9886\u57df\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u5f00\u6e90\u6784\u5efa\u8005\u5728\u63a8\u52a8\u521b\u65b0\u548c\u53ef\u53ca\u6027\u65b9\u9762\u53d1\u6325\u7740\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\u3002\u65e0\u8bba\u60a8\u662f\u5e0c\u671b\u589e\u5f3a\u5ba2\u6237\u652f\u6301\u7684\u5c0f\u4f01\u4e1a\u4e3b\uff0c\u8fd8\u662f\u63a2\u7d22\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u524d\u6cbf\u7684\u5f00\u53d1\u8005\uff0c\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u8005\u7684\u5d1b\u8d77\u4e3a\u521b\u5efa\u667a\u80fd\u3001\u5f15\u4eba\u5165\u80dc\u4e14\u5177\u6709\u6210\u672c\u6548\u76ca\u7684\u5bf9\u8bdd\u4ee3\u7406\u63d0\u4f9b\u4e86\u4ee4\u4eba\u5174\u594b\u7684\u673a\u4f1a\u3002<\/p>\n

\"\"<\/img> <\/p>\n

2023\u5e74\u4e94\u5927\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u8005<\/h2>\n

\u5728\u6211\u4eec\u5bfc\u822a\u4e0d\u65ad\u53d1\u5c55\u7684\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u65f6\uff0c\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u8005\u53d8\u5f97\u8d8a\u6765\u8d8a\u53d7\u6b22\u8fce\u3002\u5728Messenger Bot\uff0c\u6211\u4eec\u89c2\u5bdf\u5230\u8fd9\u4e00\u9886\u57df\u7684\u5feb\u901f\u589e\u957f\u548c\u521b\u65b0\u3002\u867d\u7136\u6211\u4eec\u63d0\u4f9b\u5168\u9762\u7684 \u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0<\/a> \u5177\u6709\u5148\u8fdb\u529f\u80fd\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4f46\u6211\u4eec\u8ba4\u8bc6\u5230\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u5bf9\u5177\u6709\u7279\u5b9a\u9700\u6c42\u7684\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u7684\u4ef7\u503c\u3002<\/p>\n

\u6700\u4f73\u5f00\u6e90AI\u804a\u5929\u673a\u5668\u4eba\u662f\u4ec0\u4e48\uff1f<\/h3>\n

\u786e\u5b9a\u201c\u6700\u4f73\u201d\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u804a\u5929\u673a\u5668\u4eba\u53d6\u51b3\u4e8e\u60a8\u7684\u5177\u4f53\u9700\u6c42\uff0c\u4f46\u4ee5\u4e0b\u662f2023\u5e74\u83b7\u5f97\u663e\u8457\u5173\u6ce8\u7684\u4e94\u4e2a\u9876\u5c16\u7ade\u4e89\u8005\uff1a<\/p>\n

1. Rasa\uff1a\u4ee5\u5176\u7075\u6d3b\u6027\u548c\u5f3a\u5927\u7684\u81ea\u7136\u8bed\u8a00\u7406\u89e3\uff08NLU\uff09\u80fd\u529b\u800c\u95fb\u540d\uff0cRasa\u662f\u5f00\u53d1\u8005\u7684\u6700\u7231\u3002\u5b83\u5141\u8bb8\u9ad8\u5ea6\u5b9a\u5236\u7684\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u652f\u6301\u591a\u79cd\u8bed\u8a00\u3002<\/p>\n

2. Botpress\uff1a\u8be5\u5e73\u53f0\u63d0\u4f9b\u53ef\u89c6\u5316\u6d41\u7a0b\u7f16\u8f91\u5668\u548c\u5185\u7f6eNLU\uff0c\u4f7f\u5176\u5bf9\u5f00\u53d1\u8005\u548c\u975e\u6280\u672f\u7528\u6237\u90fd\u6613\u4e8e\u8bbf\u95ee\u3002\u5176\u5f00\u6e90\u7248\u672c\u4e3a\u6784\u5efa\u590d\u6742\u804a\u5929\u673a\u5668\u4eba\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u57fa\u7840\u3002<\/p>\n

3. Microsoft Bot Framework\uff1a\u7531\u5fae\u8f6f\u5f3a\u5927\u7684\u751f\u6001\u7cfb\u7edf\u652f\u6301\uff0c\u8be5\u6846\u67b6\u63d0\u4f9b\u4e86\u5e7f\u6cdb\u7684\u6587\u6863\u548c\u96c6\u6210\u80fd\u529b\uff0c\u7279\u522b\u662f\u4e0eAzure\u670d\u52a1\u7684\u96c6\u6210\u3002<\/p>\n

4. Mycroft AI\uff1a\u4f5c\u4e3a\u4e00\u4e2a\u6ce8\u91cd\u9690\u79c1\u7684\u8bed\u97f3\u6fc0\u6d3b\u52a9\u624b\uff0cMycroft\u56e0\u5176\u5bf9\u7528\u6237\u6570\u636e\u4fdd\u62a4\u7684\u627f\u8bfa\u548c\u5728\u5404\u79cd\u786c\u4ef6\u5e73\u53f0\u4e0a\u8fd0\u884c\u7684\u591a\u529f\u80fd\u6027\u800c\u8131\u9896\u800c\u51fa\u3002<\/p>\n

5. LEON\uff1a\u8fd9\u4e2a\u4e2a\u4eba\u52a9\u624b\u5f3a\u8c03\u79bb\u7ebf\u529f\u80fd\u548c\u9690\u79c1\uff0c\u662f\u5173\u6ce8\u6570\u636e\u5b89\u5168\u7528\u6237\u7684\u7edd\u4f73\u9009\u62e9\u3002<\/p>\n

\u867d\u7136\u8fd9\u4e9b\u5f00\u6e90\u9009\u9879\u63d0\u4f9b\u4e86\u5f88\u5927\u7684\u7075\u6d3b\u6027\uff0c\u4f46\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u50cf\u6211\u4eec\u7684 \u901a\u8baf\u673a\u5668\u4eba<\/a> \u63d0\u4f9b\u4e86\u66f4\u6d41\u7545\u7684\u4f53\u9a8c\uff0c\u5185\u7f6e\u529f\u80fd\u53ef\u80fd\u9700\u8981\u5728\u5f00\u6e90\u73af\u5883\u4e2d\u989d\u5916\u5f00\u53d1\u3002<\/p>\n

\u6bd4\u8f83\u529f\u80fd\u548c\u80fd\u529b<\/h3>\n

\u5728\u8bc4\u4f30\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u8005\u65f6\uff0c\u6bd4\u8f83\u5b83\u4eec\u7684\u529f\u80fd\u548c\u80fd\u529b\u81f3\u5173\u91cd\u8981\uff0c\u4ee5\u627e\u5230\u6700\u9002\u5408\u60a8\u9879\u76ee\u7684\u9009\u9879\u3002\u4ee5\u4e0b\u662f\u5173\u952e\u65b9\u9762\u7684\u7ec6\u5206\uff1a<\/p>\n

1. \u81ea\u7136\u8bed\u8a00\u7406\u89e3\uff08NLU\uff09\uff1a
\n \u2013 Rasa\u4ee5\u5176\u5148\u8fdb\u7684NLU\u80fd\u529b\u800c\u51fa\u8272\uff0c\u80fd\u591f\u7ec6\u81f4\u7406\u89e3\u7528\u6237\u610f\u56fe\u3002
\n \u2013 Botpress\u63d0\u4f9b\u6613\u4e8e\u8bad\u7ec3\u548c\u5b9a\u5236\u7684\u5185\u7f6eNLU\u3002
\n \u2013 Microsoft Bot Framework\u4e0eLUIS\u96c6\u6210\uff0c\u63d0\u4f9b\u5f3a\u5927\u7684\u8bed\u8a00\u7406\u89e3\u80fd\u529b\u3002<\/p>\n

2. \u5b9a\u5236\u548c\u7075\u6d3b\u6027\uff1a
\n \u2013 \u6240\u6709\u4e94\u4e2a\u5e73\u53f0\u90fd\u63d0\u4f9b\u9ad8\u6c34\u5e73\u7684\u5b9a\u5236\uff0c\u4f46Rasa\u548cBotpress\u56e0\u5176\u53ef\u6269\u5c55\u6027\u800c\u8131\u9896\u800c\u51fa\u3002
\n \u2013 LEON\u548cMycroft AI\u4e3a\u8bed\u97f3\u6fc0\u6d3b\u52a9\u624b\u63d0\u4f9b\u72ec\u7279\u7684\u5b9a\u5236\u9009\u9879\u3002<\/p>\n

3. \u96c6\u6210\u80fd\u529b\uff1a
\n \u2013 Microsoft Bot Framework\u4e0eAzure\u670d\u52a1\u548c\u5176\u4ed6\u5fae\u8f6f\u4ea7\u54c1\u65e0\u7f1d\u96c6\u6210\u3002
\n \u2013 Rasa\u548cBotpress\u63d0\u4f9b\u5f3a\u5927\u7684API\uff0c\u4ee5\u4fbf\u4e0e\u5404\u79cd\u5e73\u53f0\u548c\u670d\u52a1\u96c6\u6210\u3002<\/p>\n

4. \u793e\u533a\u652f\u6301\u548c\u6587\u6863\uff1a
\n \u2013 Rasa\u548cMicrosoft Bot Framework\u62e5\u6709\u5e9e\u5927\u6d3b\u8dc3\u7684\u793e\u533a\u548c\u4e30\u5bcc\u7684\u6587\u6863\u3002
\n \u2013 Botpress\u6b63\u5728\u83b7\u5f97\u8d8a\u6765\u8d8a\u591a\u7684\u5173\u6ce8\uff0c\u62e5\u6709\u4e0d\u65ad\u589e\u957f\u7684\u793e\u533a\u548c\u5168\u9762\u7684\u6307\u5357\u3002<\/p>\n

5. \u6613\u7528\u6027\uff1a
\n \u2013 Botpress\u63d0\u4f9b\u7528\u6237\u53cb\u597d\u7684\u53ef\u89c6\u5316\u7f16\u8f91\u5668\uff0c\u4f7f\u975e\u5f00\u53d1\u8005\u4e5f\u80fd\u8f7b\u677e\u4f7f\u7528\u3002
\n \u2013 Rasa\u548cMicrosoft Bot Framework\u7684\u5b66\u4e60\u66f2\u7ebf\u8f83\u9661\uff0c\u4f46\u63d0\u4f9b\u66f4\u591a\u63a7\u5236\u3002<\/p>\n

6. \u53ef\u6269\u5c55\u6027:
\n \u2013 \u6240\u6709\u5e73\u53f0\u90fd\u53ef\u4ee5\u6269\u5c55\uff0c\u4f46 Rasa \u548c Microsoft Bot Framework \u7279\u522b\u9002\u5408\u4f01\u4e1a\u7ea7\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n

7. \u9690\u79c1\u548c\u6570\u636e\u63a7\u5236:
\n \u2013 Mycroft AI \u548c LEON \u4f18\u5148\u8003\u8651\u7528\u6237\u9690\u79c1\u548c\u79bb\u7ebf\u529f\u80fd\u3002
\n \u2013 \u6240\u6709\u5e73\u53f0\u90fd\u63d0\u4f9b\u81ea\u6258\u7ba1\u9009\u9879\uff0c\u8ba9\u60a8\u5b8c\u5168\u63a7\u5236\u81ea\u5df1\u7684\u6570\u636e\u3002<\/p>\n

\u867d\u7136\u8fd9\u4e9b\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u4e86\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u529f\u80fd\uff0c\u4f46\u8003\u8651\u7075\u6d3b\u6027\u4e0e\u6613\u7528\u6027\u4e4b\u95f4\u7684\u6743\u8861\u662f\u5f88\u91cd\u8981\u7684\u3002\u5bf9\u4e8e\u5bfb\u6c42\u5b9a\u5236\u4e0e\u5373\u7528\u529f\u80fd\u4e4b\u95f4\u5e73\u8861\u7684\u4f01\u4e1a\uff0c\u6211\u4eec\u7684 Messenger Bot \u5e73\u53f0<\/a> \u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u53ef\u4ee5\u5feb\u901f\u5b9e\u65bd\u7684\u529f\u80fd\uff0c\u800c\u65e0\u9700\u5927\u91cf\u5f00\u53d1\u5de5\u4f5c\u3002<\/p>\n

\u5728\u9009\u62e9\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5668\u65f6\uff0c\u8bf7\u8003\u8651\u60a8\u56e2\u961f\u7684\u6280\u672f\u4e13\u957f\u3001\u9879\u76ee\u8981\u6c42\u548c\u957f\u671f\u7ef4\u62a4\u9700\u6c42\u3002\u6bcf\u4e2a\u5e73\u53f0\u90fd\u6709\u5176\u4f18\u52bf\uff0c\u6700\u4f73\u9009\u62e9\u5c06\u53d6\u51b3\u4e8e\u60a8\u7684\u5177\u4f53\u7528\u4f8b\u548c\u8d44\u6e90\u3002<\/p>\n

\u968f\u7740\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u6211\u4eec\u5728 Messenger Bot \u59cb\u7ec8\u81f4\u529b\u4e8e\u63d0\u4f9b\u524d\u6cbf\u89e3\u51b3\u65b9\u6848\uff0c\u540c\u65f6\u4e5f\u8ba4\u8bc6\u5230\u5f00\u6e90\u66ff\u4ee3\u65b9\u6848\u5728\u63a8\u52a8\u521b\u65b0\u548c\u6ee1\u8db3\u804a\u5929\u673a\u5668\u4eba\u751f\u6001\u7cfb\u7edf\u4e2d\u591a\u6837\u5316\u9700\u6c42\u65b9\u9762\u7684\u4ef7\u503c\u3002<\/p>\n

\u63a2\u7d22\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5668\u5f00\u6e90 GitHub \u9009\u9879<\/h2>\n

\u5728 Messenger Bot\uff0c\u6211\u4eec\u8ba4\u8bc6\u5230\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u5728\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u9886\u57df\u7684\u91cd\u8981\u6027\u3002\u867d\u7136\u6211\u4eec\u7684 \u5e73\u53f0\u63d0\u4f9b\u4e86\u5168\u9762\u7684\u529f\u80fd<\/a> \u7528\u4e8e\u6784\u5efa\u590d\u6742\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u4f46\u6211\u4eec\u4e5f\u91cd\u89c6\u5f00\u6e90\u9879\u76ee\u5e26\u6765\u7684\u521b\u65b0\u548c\u7075\u6d3b\u6027\u3002<\/p>\n

\u6700\u4f73\u5f00\u6e90\u804a\u5929\u6a21\u578b\u662f\u4ec0\u4e48\uff1f<\/h3>\n

\u5728\u5f00\u6e90\u804a\u5929\u6a21\u578b\u65b9\u9762\uff0c\u5f62\u52bf\u4e0d\u65ad\u53d1\u5c55\u3002\u622a\u81f3 2023 \u5e74\uff0c\u51e0\u4e2a\u6a21\u578b\u56e0\u5176\u6027\u80fd\u548c\u591a\u529f\u80fd\u6027\u800c\u8131\u9896\u800c\u51fa:<\/p>\n

1. LLaMA: Meta \u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b Meta AI \u4ee5\u5176\u5728\u5404\u79cd\u4efb\u52a1\u4e2d\u7684\u9ad8\u6548\u6027\u800c\u95fb\u540d\u3002<\/p>\n

2. Alpaca: \u65af\u5766\u798f\u5927\u5b66\u5bf9 LLaMA \u7684\u5fae\u8c03\u7248\u672c\uff0c\u63d0\u4f9b\u4e86\u66f4\u597d\u7684\u6307\u4ee4\u8ddf\u968f\u80fd\u529b\u3002<\/p>\n

3. Vicuna: \u7531\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u5206\u6821\u3001\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u548c\u65af\u5766\u798f\u5927\u5b66\u7684\u7814\u7a76\u4eba\u5458\u5f00\u53d1\uff0c\u8fd9\u6b3e\u804a\u5929\u673a\u5668\u4eba\u5728\u6027\u80fd\u4e0a\u4e0e GPT-3.5 \u76f8\u5ab2\u7f8e\u3002<\/p>\n

4. ChatGLM: \u6e05\u534e\u5927\u5b66\u7684\u4e2d\u82f1\u53cc\u8bed\u6a21\u578b\uff0c\u4ee5\u5176\u4f4e\u786c\u4ef6\u8981\u6c42\u800c\u8457\u79f0\u3002<\/p>\n

5. BLOOM: BigScience \u7684 176B \u53c2\u6570\u591a\u8bed\u8a00\u6a21\u578b\uff0c\u652f\u6301 46 \u79cd\u8bed\u8a00\u3002<\/p>\n

\u8fd9\u4e9b\u6a21\u578b\u4e3a\u5e0c\u671b\u6784\u5efa\u81ea\u5b9a\u4e49\u804a\u5929\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848\u7684\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u57fa\u7840\u3002\u7136\u800c\uff0c\u91cd\u8981\u7684\u662f\u8981\u6ce8\u610f\uff0c\u867d\u7136\u8fd9\u4e9b\u5f00\u6e90\u6a21\u578b\u63d0\u4f9b\u4e86\u5f88\u5927\u7684\u7075\u6d3b\u6027\uff0c\u4f46\u5b83\u4eec\u901a\u5e38\u9700\u8981\u663e\u8457\u7684\u6280\u672f\u4e13\u957f\u624d\u80fd\u6709\u6548\u5b9e\u65bd\u548c\u5fae\u8c03\u3002<\/p>\n

\u5bf9\u4e8e\u5bfb\u6c42\u66f4\u7b80\u5316\u65b9\u6cd5\u7684\u4f01\u4e1a\uff0c\u6211\u4eec\u7684 Messenger Bot \u5e73\u53f0<\/a> \u63d0\u4f9b\u4e86\u5b9a\u5236\u4e0e\u6613\u7528\u6027\u7684\u5e73\u8861\uff0c\u4f7f\u60a8\u80fd\u591f\u521b\u5efa\u590d\u6742\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u800c\u65e0\u9700\u5927\u91cf\u5f00\u53d1\u8d44\u6e90\u3002<\/p>\n

\u6d41\u884c\u7684 GitHub \u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u5e93<\/h3>\n

GitHub \u4e0a\u6709\u5927\u91cf\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u9879\u76ee\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u9879\u76ee\u8fdb\u884c\u81ea\u5df1\u7684\u5f00\u53d1\u3002\u4e00\u4e9b\u6700\u53d7\u6b22\u8fce\u7684\u5e93\u5305\u62ec:<\/p>\n

1. Rasa: \u8be5\u5e93\u63d0\u4f9b\u4e86\u6784\u5efa\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u52a9\u624b\u7684\u5b8c\u6574\u6846\u67b6\u3002\u4ee5\u5176\u5f3a\u5927\u7684\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u80fd\u529b\u548c\u6d3b\u8dc3\u7684\u793e\u533a\u652f\u6301\u800c\u95fb\u540d\u3002<\/p>\n

2. Botpress: \u4e00\u4e2a\u5f00\u6e90\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u5e73\u53f0\uff0c\u63d0\u4f9b\u53ef\u89c6\u5316\u6d41\u7a0b\u7f16\u8f91\u5668\u548c\u5185\u7f6e NLU\uff0c\u4f7f\u5f00\u53d1\u4eba\u5458\u548c\u975e\u6280\u672f\u7528\u6237\u90fd\u80fd\u8f7b\u677e\u4f7f\u7528\u3002<\/p>\n

3. Microsoft Bot Framework: \u8fd9\u4e2a\u7efc\u5408\u5de5\u5177\u5305\u5305\u62ec SDK\u3001\u5de5\u5177\u548c\u670d\u52a1\uff0c\u7528\u4e8e\u6784\u5efa\u4f01\u4e1a\u7ea7\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u4f53\u9a8c\u3002<\/p>\n

4. Hugging Face Transformers: \u867d\u7136\u4e0d\u4e13\u95e8\u7528\u4e8e\u804a\u5929\u673a\u5668\u4eba\uff0c\u4f46\u8be5\u5e93\u63d0\u4f9b\u4e86\u6700\u5148\u8fdb\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u6a21\u578b\uff0c\u53ef\u4ee5\u7528\u4e8e\u652f\u6301\u804a\u5929\u673a\u5668\u4eba\u4ea4\u4e92\u3002<\/p>\n

5. ChatterBot: \u4e00\u4e2a\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5bf9\u8bdd\u5bf9\u8bdd\u5f15\u64ce\uff0c\u4f7f\u751f\u6210\u5bf9\u7528\u6237\u8f93\u5165\u7684\u81ea\u52a8\u54cd\u5e94\u53d8\u5f97\u7b80\u5355\u3002<\/p>\n

\u8fd9\u4e9b\u5e93\u63d0\u4f9b\u4e86\u4e0d\u540c\u7684\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u65b9\u6cd5\uff0c\u4ece\u5b8c\u6574\u6846\u67b6\u5230\u53ef\u4ee5\u96c6\u6210\u5230\u66f4\u5927\u7cfb\u7edf\u4e2d\u7684\u7279\u5b9a\u7ec4\u4ef6\u3002\u5728\u9009\u62e9\u5e93\u65f6\uff0c\u8bf7\u8003\u8651\u4ee5\u4e0b\u56e0\u7d20:<\/p>\n

\u2013 \u6d3b\u8dc3\u7684\u793e\u533a\u652f\u6301\u548c\u5b9a\u671f\u66f4\u65b0
\n\u2013 \u6587\u6863\u8d28\u91cf\u548c\u6559\u7a0b\u7684\u53ef\u7528\u6027
\n\u2013 \u4e0e\u60a8\u73b0\u6709\u6280\u672f\u6808\u7684\u517c\u5bb9\u6027
\n\u2013 \u6ee1\u8db3\u60a8\u9879\u76ee\u9700\u6c42\u7684\u53ef\u6269\u5c55\u6027
\n\u2013 \u5546\u4e1a\u4f7f\u7528\u7684\u8bb8\u53ef\u6761\u6b3e<\/p>\n

\u867d\u7136\u8fd9\u4e9b\u5f00\u6e90\u9009\u9879\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u5de5\u5177\uff0c\u4f46\u5b83\u4eec\u901a\u5e38\u9700\u8981\u5927\u91cf\u65f6\u95f4\u548c\u4e13\u4e1a\u77e5\u8bc6\u624d\u80fd\u6709\u6548\u5b9e\u65bd\u3002\u5bf9\u4e8e\u5bfb\u6c42\u66f4\u5373\u65f6\u89e3\u51b3\u65b9\u6848\u7684\u4f01\u4e1a\uff0c\u6211\u4eec\u7684 Messenger Bot \u5e73\u53f0<\/a> \u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u9884\u6784\u5efa\u7684\u529f\u80fd\u548c\u96c6\u6210\uff0c\u53ef\u4ee5\u5feb\u901f\u542f\u52a8\u548c\u8fd0\u884c\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u3002<\/p>\n

\u5728Messenger Bot\uff0c\u6211\u4eec\u81f4\u529b\u4e8e\u4fdd\u6301\u804a\u5929\u673a\u5668\u4eba\u6280\u672f\u7684\u524d\u6cbf\u3002\u6211\u4eec\u4e0d\u65ad\u5438\u6536\u5f00\u6e90\u5f00\u53d1\u7684\u89c1\u89e3\uff0c\u4ee5\u589e\u5f3a\u6211\u4eec\u7684\u5e73\u53f0\uff0c\u786e\u4fdd\u6211\u4eec\u7684\u7528\u6237\u53d7\u76ca\u4e8e\u6700\u65b0\u7684\u5bf9\u8bddAI\u8fdb\u5c55\uff0c\u800c\u65e0\u9700\u7ba1\u7406\u5f00\u6e90\u9879\u76ee\u7684\u590d\u6742\u6027\u3002<\/p>\n

\u901a\u8fc7\u5229\u7528\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5668\u548c\u6a21\u578b\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u521b\u5efa\u9ad8\u5ea6\u5b9a\u5236\u7684\u89e3\u51b3\u65b9\u6848\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u5bfb\u6c42\u5b9a\u5236\u4e0e\u6613\u7528\u6027\u5e73\u8861\u7684\u4f01\u4e1a\u6765\u8bf4\uff0c\u50cf\u6211\u4eec\u8fd9\u6837\u7684\u5e73\u53f0\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f15\u4eba\u6ce8\u76ee\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u7ed3\u5408\u4e86\u5148\u8fdbAI\u7684\u5f3a\u5927\u529f\u80fd\u4e0e\u7528\u6237\u53cb\u597d\u7684\u754c\u9762\u548c\u5f3a\u5927\u7684\u652f\u6301\u3002<\/p>\n

\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u7528\u6237\u53cb\u597d\u7684\u89e3\u51b3\u65b9\u6848<\/h2>\n

\u5728Messenger Bot\uff0c\u6211\u4eec\u7406\u89e3\u4f01\u4e1a\u9700\u8981\u65e2\u5f3a\u5927\u53c8\u6613\u4e8e\u4f7f\u7528\u7684\u804a\u5929\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848\u3002\u867d\u7136\u6211\u4eec\u4ee5\u63d0\u4f9b\u4e00\u4e2a \u7528\u6237\u53cb\u597d\u7684\u5e73\u53f0<\/a> \u5177\u6709\u9ad8\u7ea7\u529f\u80fd\u7684\u804a\u5929\u673a\u5668\u4eba\u800c\u81ea\u8c6a\uff0c\u4f46\u6211\u4eec\u4e5f\u8ba4\u8bc6\u5230\u63a2\u7d22\u5e02\u573a\u4e0a\u5404\u79cd\u9009\u9879\u7684\u4ef7\u503c\u3002<\/p>\n

\u6700\u5bb9\u6613\u4f7f\u7528\u7684\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5668\u662f\u4ec0\u4e48\uff1f<\/h3>\n

\u5728\u7528\u6237\u53cb\u597d\u7684\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5668\u65b9\u9762\uff0c\u51e0\u4e2a\u5e73\u53f0\u56e0\u5176\u76f4\u89c2\u7684\u754c\u9762\u548c\u6613\u7528\u6027\u800c\u8131\u9896\u800c\u51fa\uff1a<\/p>\n

1. Chatfuel\uff1a\u4ee5\u5176\u62d6\u653e\u754c\u9762\u800c\u95fb\u540d\uff0cChatfuel\u5728\u5feb\u901f\u521b\u5efaFacebook Messenger\u548cInstagram\u673a\u5668\u4eba\u65b9\u9762\u8868\u73b0\u51fa\u8272\u3002<\/p>\n

2. MobileMonkey\uff1a\u63d0\u4f9b\u4e00\u4e2a\u53ef\u89c6\u5316\u7684\u673a\u5668\u4eba\u6784\u5efa\u5668\uff0c\u914d\u6709\u9884\u6784\u5efa\u6a21\u677f\uff0c\u975e\u5e38\u9002\u5408\u521d\u5b66\u8005\u5728\u591a\u4e2a\u5e73\u53f0\u4e0a\u4f7f\u7528\u3002<\/p>\n

3. ManyChat\uff1a\u5177\u6709\u7528\u6237\u53cb\u597d\u7684\u53ef\u89c6\u5316\u6d41\u7a0b\u6784\u5efa\u5668\uff0c\u7279\u522b\u9002\u5408\u7535\u5b50\u5546\u52a1\u548c\u5e02\u573a\u8425\u9500\u81ea\u52a8\u5316\u3002<\/p>\n

4. Landbot\uff1a\u63d0\u4f9b\u4e00\u4e2a\u65e0\u4ee3\u7801\u7684\u53ef\u89c6\u5316\u754c\u9762\uff0c\u7528\u4e8e\u521b\u5efa\u5177\u6709\u53ef\u5b9a\u5236\u8bbe\u8ba1\u9009\u9879\u7684\u57fa\u4e8e\u7f51\u7edc\u7684\u804a\u5929\u673a\u5668\u4eba\u3002<\/p>\n

5. Tidio\uff1a\u5c06\u5b9e\u65f6\u804a\u5929\u4e0eAI\u9a71\u52a8\u7684\u804a\u5929\u673a\u5668\u4eba\u76f8\u7ed3\u5408\uff0c\u4e3a\u5c0f\u4f01\u4e1a\u63d0\u4f9b\u7b80\u5355\u6027\u548c\u514d\u8d39\u7684\u8ba1\u5212\u3002<\/p>\n

\u867d\u7136\u8fd9\u4e9b\u5e73\u53f0\u63d0\u4f9b\u4e0d\u540c\u7a0b\u5ea6\u7684\u7b80\u5355\u6027\uff0c\u4f46\u6211\u4eec\u7684 Messenger Bot\u89e3\u51b3\u65b9\u6848<\/a> \u5728\u6613\u7528\u6027\u548c\u9ad8\u7ea7\u529f\u80fd\u4e4b\u95f4\u53d6\u5f97\u4e86\u5e73\u8861\u3002\u6211\u4eec\u8bbe\u8ba1\u7684\u5e73\u53f0\u5bf9\u521d\u5b66\u8005\u53cb\u597d\uff0c\u540c\u65f6\u63d0\u4f9b\u4e86\u5904\u7406\u590d\u6742\u804a\u5929\u673a\u5668\u4eba\u573a\u666f\u6240\u9700\u7684\u6df1\u5ea6\u3002<\/p>\n

Botpress\uff1a\u4e00\u4e2a\u5168\u9762\u7684\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0<\/h3>\n

Botpress\u5728\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u9886\u57df\u4e2d\u8131\u9896\u800c\u51fa\uff0c\u6210\u4e3a\u4e00\u4e2a\u591a\u529f\u80fd\u4e14\u5f3a\u5927\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4ee5\u4e0b\u662f\u5b83\u5728\u5f00\u53d1\u4eba\u5458\u548c\u4f01\u4e1a\u4e2d\u53d7\u6b22\u8fce\u7684\u539f\u56e0\uff1a<\/p>\n

1. \u53ef\u89c6\u5316\u6d41\u7a0b\u7f16\u8f91\u5668\uff1aBotpress\u63d0\u4f9b\u76f4\u89c2\u7684\u53ef\u89c6\u5316\u6d41\u7a0b\u7f16\u8f91\u5668\uff0c\u4f7f\u5f00\u53d1\u4eba\u5458\u548c\u975e\u6280\u672f\u7528\u6237\u90fd\u80fd\u8f7b\u677e\u521b\u5efa\u590d\u6742\u7684\u5bf9\u8bdd\u6d41\u7a0b\u3002<\/p>\n

2. \u81ea\u7136\u8bed\u8a00\u7406\u89e3\uff08NLU\uff09\uff1a\u5b83\u5305\u62ec\u5185\u7f6e\u7684NLU\u80fd\u529b\uff0c\u4f7f\u804a\u5929\u673a\u5668\u4eba\u80fd\u591f\u66f4\u6709\u6548\u5730\u7406\u89e3\u7528\u6237\u610f\u56fe\u5e76\u4ece\u6d88\u606f\u4e2d\u63d0\u53d6\u5b9e\u4f53\u3002<\/p>\n

3. \u591a\u6e20\u9053\u652f\u6301\uff1aBotpress\u652f\u6301\u5728\u5404\u79cd\u6e20\u9053\u4e0a\u90e8\u7f72\uff0c\u5305\u62ec\u7f51\u7ad9\u3001Messenger\u548cSlack\uff0c\u786e\u4fdd\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u80fd\u591f\u5e7f\u6cdb\u4f20\u64ad\u3002<\/p>\n

4. \u53ef\u6269\u5c55\u6027\uff1a\u4f5c\u4e3a\u4e00\u4e2a\u5f00\u6e90\u5e73\u53f0\uff0cBotpress\u5141\u8bb8\u4e0e\u5176\u4ed6\u5de5\u5177\u548c\u670d\u52a1\u8fdb\u884c\u5e7f\u6cdb\u7684\u5b9a\u5236\u548c\u96c6\u6210\u3002<\/p>\n

5. \u793e\u533a\u548c\u6587\u6863\uff1a\u5b83\u62e5\u6709\u5f3a\u5927\u7684\u5f00\u53d1\u8005\u793e\u533a\u548c\u5168\u9762\u7684\u6587\u6863\uff0c\u4f7f\u6545\u969c\u6392\u9664\u548c\u6269\u5c55\u529f\u80fd\u53d8\u5f97\u66f4\u5bb9\u6613\u3002<\/p>\n

\u867d\u7136Botpress\u63d0\u4f9b\u4e86\u663e\u8457\u7684\u7075\u6d3b\u6027\uff0c\u4f46\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u4e0e\u67d0\u4e9b\u4e13\u6709\u89e3\u51b3\u65b9\u6848\u76f8\u6bd4\uff0c\u5b83\u53ef\u80fd\u9700\u8981\u66f4\u591a\u7684\u6280\u672f\u4e13\u4e1a\u77e5\u8bc6\u3002\u5bf9\u4e8e\u5bfb\u6c42\u66f4\u7b80\u5316\u65b9\u6cd5\u7684\u4f01\u4e1a\uff0c\u6211\u4eec\u7684 Messenger Bot \u5e73\u53f0<\/a> \u63d0\u4f9b\u4e86\u4e00\u5957\u5f3a\u5927\u7684\u529f\u80fd\uff0c\u5b66\u4e60\u66f2\u7ebf\u66f4\u4e3a\u6e29\u548c\u3002<\/p>\n

\u6211\u4eec\u5438\u6536\u4e86\u50cfBotpress\u8fd9\u6837\u7684\u5f00\u6e90\u9879\u76ee\u7684\u89c1\u89e3\uff0c\u4ee5\u589e\u5f3a\u6211\u4eec\u81ea\u5df1\u7684\u5e73\u53f0\uff0c\u786e\u4fddMessenger Bot\u7528\u6237\u5728\u4e0d\u9700\u8981\u7ba1\u7406\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u590d\u6742\u6027\u7684\u60c5\u51b5\u4e0b\u53d7\u76ca\u4e8e\u5c16\u7aef\u7684\u5bf9\u8bddAI\u6280\u672f\u3002<\/p>\n

\u901a\u8fc7\u5229\u7528\u7528\u6237\u53cb\u597d\u7684\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5de5\u5177\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5feb\u901f\u5b9e\u65bd\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u7b56\u7565\u3002\u7136\u800c\uff0c\u9009\u62e9\u4e00\u4e2a\u4e0d\u4ec5\u6613\u4e8e\u4f7f\u7528\u800c\u4e14\u63d0\u4f9b\u957f\u671f\u6210\u529f\u6240\u9700\u7684\u53ef\u6269\u5c55\u6027\u548c\u529f\u80fd\u7684\u89e3\u51b3\u65b9\u6848\u81f3\u5173\u91cd\u8981\u3002\u6211\u4eec\u7684\u5e73\u53f0\u65e8\u5728\u4e0e\u60a8\u7684\u4e1a\u52a1\u5171\u540c\u6210\u957f\uff0c\u968f\u7740\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u9700\u6c42\u7684\u53d1\u5c55\uff0c\u63d0\u4f9b\u7b80\u5355\u6027\u548c\u9ad8\u7ea7\u529f\u80fd\u3002<\/p>\n

\"\"<\/img> <\/p>\n

DIY\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1<\/h2>\n

\u5728Messenger Bot\uff0c\u6211\u4eec\u76f8\u4fe1\u8d4b\u80fd\u4f01\u4e1a\u5229\u7528\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u6c9f\u901a\u80fd\u529b\u3002\u867d\u7136\u6211\u4eec\u7684 \u5e73\u53f0\u63d0\u4f9b\u5f3a\u5927\u7684\u529f\u80fd<\/a> \u7528\u4e8e\u521b\u5efa\u590d\u6742\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u4f46\u6211\u4eec\u4e5f\u8ba4\u8bc6\u5230\u7406\u89e3DIY\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u65b9\u6cd5\u7684\u4ef7\u503c\u3002<\/p>\n

\u6211\u53ef\u4ee5\u81ea\u5df1\u6784\u5efa\u804a\u5929\u673a\u5668\u4eba\u5417\uff1f<\/h3>\n

\u7edd\u5bf9\u662f\u7684\uff01\u6784\u5efa\u81ea\u5df1\u7684\u804a\u5929\u673a\u5668\u4eba\u53d8\u5f97\u8d8a\u6765\u8d8a\u53ef\u884c\uff0c\u5373\u4f7f\u662f\u5bf9\u4e8e\u6ca1\u6709\u5e7f\u6cdb\u7f16\u7a0b\u7ecf\u9a8c\u7684\u4eba\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u660e\u7684\u6307\u5357\uff0c\u5e2e\u52a9\u60a8\u5165\u95e8\uff1a<\/p>\n

1. \u5b9a\u4e49\u60a8\u7684\u76ee\u7684\uff1a\u6e05\u6670\u5730\u6982\u8ff0\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u7684\u76ee\u6807\u548c\u5173\u952e\u529f\u80fd\u3002<\/p>\n

2. \u9009\u62e9\u5e73\u53f0\uff1a\u6839\u636e\u60a8\u7684\u6280\u672f\u6280\u80fd\uff0c\u8003\u8651\u65e0\u4ee3\u7801\u9009\u9879\uff0c\u5982Dialogflow\uff0c\u6216\u57fa\u4e8e\u4ee3\u7801\u7684\u5e73\u53f0\uff0c\u5982Rasa\u3002<\/p>\n

3. \u8bbe\u8ba1\u5bf9\u8bdd\uff1a\u521b\u5efa\u4e00\u4e2a\u6709\u6548\u5e94\u5bf9\u7528\u6237\u610f\u56fe\u7684\u5bf9\u8bdd\u6d41\u7a0b\u3002<\/p>\n

4. \u5b9e\u65bd\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff1a\u5229\u7528\u81ea\u7136\u8bed\u8a00\u5904\u7406\u589e\u5f3a\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u7684\u7406\u89e3\u80fd\u529b\u3002<\/p>\n

5. \u5f00\u53d1\u548c\u6d4b\u8bd5\uff1a\u8fed\u4ee3\u6784\u5efa\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u4f7f\u7528\u591a\u6837\u7684\u8f93\u5165\u8fdb\u884c\u5f7b\u5e95\u6d4b\u8bd5\u3002<\/p>\n

6. \u90e8\u7f72\u548c\u76d1\u63a7\uff1a\u542f\u52a8\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u5e76\u6301\u7eed\u76d1\u63a7\u5176\u6027\u80fd\u4ee5\u8fdb\u884c\u6539\u8fdb\u3002<\/p>\n

\u867d\u7136DIY\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u53ef\u4ee5\u662f\u6709\u76ca\u7684\uff0c\u4f46\u901a\u5e38\u9700\u8981\u5927\u91cf\u7684\u65f6\u95f4\u548c\u8d44\u6e90\u3002\u6211\u4eec\u7684 Messenger Bot \u5e73\u53f0<\/a> \u63d0\u4f9b\u4e86\u4e00\u79cd\u7b80\u5316\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u8ba9\u60a8\u80fd\u591f\u5feb\u901f\u521b\u5efa\u590d\u6742\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u800c\u4e0d\u727a\u7272\u5b9a\u5236\u9009\u9879\u3002<\/p>\n

\u81ea\u5b9a\u4e49\u804a\u5929\u673a\u5668\u4eba\u521b\u5efa\u7684\u57fa\u672c\u5de5\u5177\u548c\u6846\u67b6<\/h3>\n

\u5bf9\u4e8e\u90a3\u4e9b\u5f00\u59cb\u81ea\u5b9a\u4e49\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u7684\u4eba\u6765\u8bf4\uff0c2024\u5e74\u6709\u51e0\u4e2a\u5de5\u5177\u548c\u6846\u67b6\u8131\u9896\u800c\u51fa\uff1a<\/p>\n

1. Rasa\uff1a\u4e00\u4e2a\u5f00\u6e90\u673a\u5668\u5b66\u4e60\u6846\u67b6\uff0c\u7528\u4e8e\u81ea\u52a8\u5316\u6587\u672c\u548c\u8bed\u97f3\u5bf9\u8bdd\u3002\u5b83\u9ad8\u5ea6\u53ef\u5b9a\u5236\uff0c\u9002\u5408\u590d\u6742\u7684\u804a\u5929\u673a\u5668\u4eba\u9879\u76ee\u3002<\/p>\n

2. Botpress\uff1a\u63d0\u4f9b\u4e00\u4e2a\u53ef\u89c6\u5316\u5f00\u53d1\u73af\u5883\uff0c\u5177\u6709\u5f3a\u5927\u7684\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u80fd\u529b\uff0c\u4f7f\u5176\u5bf9\u5f00\u53d1\u8005\u548c\u975e\u6280\u672f\u7528\u6237\u90fd\u6613\u4e8e\u4f7f\u7528\u3002<\/p>\n

3. Microsoft Bot Framework\uff1a\u63d0\u4f9b\u4e00\u6574\u5957\u5de5\u5177\uff0c\u7528\u4e8e\u6784\u5efa\u4f01\u4e1a\u7ea7\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u4f53\u9a8c\u3002<\/p>\n

4. Dialogflow\uff1a\u8c37\u6b4c\u7684\u591a\u6e20\u9053\u5bf9\u8bdd\u754c\u9762\u521b\u5efa\u5e73\u53f0\uff0c\u5177\u6709\u76f4\u89c2\u7684\u8bbe\u8ba1\u5de5\u5177\u548c\u5f3a\u5927\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u80fd\u529b\u3002<\/p>\n

5. TensorFlow\uff1a\u867d\u7136\u4e0d\u662f\u4e13\u95e8\u4e3a\u804a\u5929\u673a\u5668\u4eba\u8bbe\u8ba1\u7684\u5de5\u5177\uff0c\u4f46\u8fd9\u4e2a\u5f00\u6e90\u673a\u5668\u5b66\u4e60\u5e93\u5bf9\u4e8e\u5f00\u53d1\u9ad8\u7ea7\u804a\u5929\u673a\u5668\u4ebaAI\u6a21\u578b\u662f\u4e0d\u53ef\u6216\u7f3a\u7684\u3002<\/p>\n

6. NLTK\uff08\u81ea\u7136\u8bed\u8a00\u5de5\u5177\u5305\uff09\uff1a\u4e00\u4e2a\u9886\u5148\u7684\u5e73\u53f0\uff0c\u7528\u4e8e\u6784\u5efaPython\u7a0b\u5e8f\u4ee5\u5904\u7406\u4eba\u7c7b\u8bed\u8a00\u6570\u636e\uff0c\u5bf9\u4e8e\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u4e2d\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

7. FastAPI\uff1a\u4e00\u4e2a\u73b0\u4ee3\u3001\u5feb\u901f\u7684Web\u6846\u67b6\uff0c\u7528\u4e8e\u6784\u5efaPython API\uff0c\u7406\u60f3\u7528\u4e8e\u521b\u5efa\u804a\u5929\u673a\u5668\u4eba\u7684\u540e\u7aef\u670d\u52a1\u3002<\/p>\n

\u8fd9\u4e9b\u5de5\u5177\u63d0\u4f9b\u4e0d\u540c\u7ea7\u522b\u7684\u590d\u6742\u6027\u548c\u5b9a\u5236\u6027\u3002\u867d\u7136\u5b83\u4eec\u63d0\u4f9b\u5f3a\u5927\u7684\u529f\u80fd\uff0c\u4f46\u5b66\u4e60\u66f2\u7ebf\u53ef\u80fd\u5f88\u9661\u5ced\u3002\u6211\u4eec\u7684 Messenger Bot\u89e3\u51b3\u65b9\u6848<\/a> \u7ed3\u5408\u4e86\u8bb8\u591a\u8fd9\u4e9b\u5148\u8fdb\u6280\u672f\uff0c\u63d0\u4f9b\u4e86\u5b9a\u5236\u6027\u548c\u6613\u7528\u6027\u4e4b\u95f4\u7684\u5e73\u8861\u3002<\/p>\n

\u5bf9\u4e8e\u5e0c\u671b\u5229\u7528\u5c16\u7aef\u4eba\u5de5\u667a\u80fd\u800c\u4e0d\u60f3\u9762\u5bf9\u81ea\u5b9a\u4e49\u5f00\u53d1\u590d\u6742\u6027\u7684\u4f01\u4e1a\uff0c \u5927\u8111\u8231\u4eba\u5de5\u667a\u80fd<\/a> \u63d0\u4f9b\u4e86\u4e00\u6574\u5957AI\u5de5\u5177\uff0c\u5305\u62ec\u804a\u5929\u673a\u5668\u4eba\u529f\u80fd\uff0c\u53ef\u4ee5\u8865\u5145\u6216\u589e\u5f3a\u60a8\u73b0\u6709\u7684\u804a\u5929\u673a\u5668\u4eba\u7b56\u7565\u3002<\/p>\n

\u5728\u8003\u8651DIY\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u65f6\uff0c\u6743\u8861\u65f6\u95f4\u548c\u8d44\u6e90\u7684\u6295\u8d44\u4e0e\u60a8\u7684\u5177\u4f53\u9700\u6c42\u81f3\u5173\u91cd\u8981\u3002\u867d\u7136\u81ea\u5b9a\u4e49\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u6700\u5927\u7684\u7075\u6d3b\u6027\uff0c\u4f46\u50cfMessenger Bot\u8fd9\u6837\u7684\u5e73\u53f0\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f3a\u5927\u3001\u53ef\u6269\u5c55\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u5f00\u53d1\u65f6\u95f4\u548c\u6210\u672c\uff0c\u540c\u65f6\u4ecd\u7136\u63d0\u4f9b\u5f3a\u5927\u7684AI\u9a71\u52a8\u7684\u5bf9\u8bdd\u4f53\u9a8c\u3002<\/p>\n

\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u4e2d\u7684\u6210\u672c\u8003\u8651<\/h2>\n

\u5728\u5b9e\u65bd\u804a\u5929\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848\u65f6\uff0c\u4e86\u89e3\u6210\u672c\u5f71\u54cd\u5bf9\u4e8e\u5404\u7c7b\u4f01\u4e1a\u81f3\u5173\u91cd\u8981\u3002\u5728Messenger Bot\uff0c\u6211\u4eec\u4eb2\u773c\u89c1\u8bc1\u4e86\u5408\u9002\u7684\u804a\u5929\u673a\u5668\u4eba\u5982\u4f55\u5728\u4e0d\u82b1\u8d39\u8fc7\u591a\u7684\u60c5\u51b5\u4e0b\u8f6c\u53d8\u5ba2\u6237\u4e92\u52a8\u3002<\/p>\n

\u6784\u5efa\u804a\u5929\u673a\u5668\u4eba\u7684\u6210\u672c\u662f\u591a\u5c11\uff1f<\/h3>\n

\u6784\u5efa\u804a\u5929\u673a\u5668\u4eba\u7684\u6210\u672c\u53ef\u80fd\u4f1a\u6709\u5f88\u5927\u5dee\u5f02\uff0c\u4ece$3,000\u5230$150,000\u4e0d\u7b49\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u6240\u9700\u7684\u590d\u6742\u6027\u548c\u529f\u80fd\u3002\u4ee5\u4e0b\u662f\u60a8\u53ef\u4ee5\u671f\u5f85\u7684\u6210\u672c\u7ec6\u5206\uff1a<\/p>\n

1. \u57fa\u7840\u89c4\u5219\u9a71\u52a8\u804a\u5929\u673a\u5668\u4eba\uff1a$3,000 \u2013 $15,000
\n \u8fd9\u4e9b\u7b80\u5355\u7684\u804a\u5929\u673a\u5668\u4eba\u9075\u5faa\u9884\u5b9a\u4e49\u89c4\u5219\uff0c\u9002\u5408\u5904\u7406\u7b80\u5355\u67e5\u8be2.<\/p>\n

2. AI\u9a71\u52a8\u7684\u5bf9\u8bdd\u673a\u5668\u4eba\uff1a$40,000 \u2013 $100,000
\n \u66f4\u590d\u6742\u7684\u804a\u5929\u673a\u5668\u4eba\u5177\u5907\u81ea\u7136\u8bed\u8a00\u5904\u7406\u80fd\u529b\uff0c\u5c5e\u4e8e\u8fd9\u4e00\u8303\u56f4.<\/p>\n

3. \u4f01\u4e1a\u7ea7\u804a\u5929\u673a\u5668\u4eba\uff1a$100,000+
\n \u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u5177\u5907\u5148\u8fdb\u7684\u96c6\u6210\u548cAI\u80fd\u529b\uff0c\u53ef\u80fd\u8d85\u8fc7$150,000.<\/p>\n

\u5f71\u54cd\u6210\u672c\u7684\u5173\u952e\u56e0\u7d20\u5305\u62ec:
\n\u2013 \u804a\u5929\u673a\u5668\u4eba\u7c7b\u578b\uff08\u89c4\u5219\u9a71\u52a8 vs. AI\u9a71\u52a8\uff09
\n\u2013 \u5bf9\u8bdd\u548c\u4efb\u52a1\u7684\u590d\u6742\u6027
\n\u2013 \u4e0e\u73b0\u6709\u7cfb\u7edf\u7684\u96c6\u6210
\n\u2013 \u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u80fd\u529b
\n\u2013 \u591a\u8bed\u8a00\u652f\u6301
\n\u2013 \u5b9a\u5236\u5316\u8981\u6c42
\n\u2013 \u5f00\u53d1\u5e73\u53f0\u9009\u62e9
\n\u2013 \u7ef4\u62a4\u548c\u6301\u7eed\u652f\u6301<\/p>\n

\u884c\u4e1a\u6d1e\u5bdf\u6765\u81ea\u4e8e \u804a\u5929\u673a\u5668\u4eba\u6742\u5fd7<\/a> \u8868\u660e\u7b80\u5355\u804a\u5929\u673a\u5668\u4eba\u7684\u6210\u672c\u901a\u5e38\u5728$10,000\u5230$50,000\u4e4b\u95f4\uff0c\u800c\u9ad8\u7ea7AI\u804a\u5929\u673a\u5668\u4eba\u7684\u6210\u672c\u8303\u56f4\u4e3a$40,000\u5230$150,000\u3002\u8fd9\u4e9b\u6570\u5b57\u4e0e\u6211\u4eec\u5728Messenger Bot\u7684\u7ecf\u9a8c\u4e00\u81f4\uff0c\u6211\u4eec\u770b\u5230\u5404\u884c\u5404\u4e1a\u7684\u4f01\u4e1a\u5b9e\u65bd\u804a\u5929\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848.<\/p>\n

\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cGartner\u9884\u6d4b\u52302025\u5e74\uff0c70%\u7684\u767d\u9886\u5de5\u4eba\u5c06\u6bcf\u5929\u4e0e\u5bf9\u8bdd\u5e73\u53f0\u4e92\u52a8\u3002\u8fd9\u4e00\u8d8b\u52bf\u5f3a\u8c03\u4e86\u6295\u8d44\u804a\u5929\u673a\u5668\u4eba\u6280\u672f\u4ee5\u5728\u6570\u5b57\u73af\u5883\u4e2d\u4fdd\u6301\u7ade\u4e89\u529b\u7684\u91cd\u8981\u6027.<\/p>\n

\u514d\u8d39\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5668\u5f00\u6e90\u9009\u9879\u4e0e\u4ed8\u8d39\u89e3\u51b3\u65b9\u6848<\/h3>\n

\u5728\u8003\u8651\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u65f6\uff0c\u4f01\u4e1a\u901a\u5e38\u4f1a\u6743\u8861\u514d\u8d39\u5f00\u6e90\u9009\u9879\u4e0e\u4ed8\u8d39\u89e3\u51b3\u65b9\u6848\u7684\u5229\u5f0a\u3002\u8ba9\u6211\u4eec\u63a2\u8ba8\u4e00\u4e0b\u4e24\u8005:<\/p>\n

\u514d\u8d39\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5668:<\/p>\n

1. \u62c9\u8428<\/a>: \u4e00\u4e2a\u6d41\u884c\u7684\u5f00\u6e90\u6846\u67b6\uff0c\u7528\u4e8e\u6784\u5efa\u4e0a\u4e0b\u6587AI\u52a9\u624b\u548c\u804a\u5929\u673a\u5668\u4eba.
\n2. \u535a\u7279\u666e\u83b1\u65af<\/a>: \u4e00\u4e2a\u5f00\u6e90\u5bf9\u8bddAI\u5e73\u53f0\uff0c\u63d0\u4f9b\u53ef\u89c6\u5316\u5f00\u53d1\u5de5\u5177.
\n3. Microsoft Bot \u6846\u67b6<\/a>: \u4e00\u5957\u5168\u9762\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u7528\u4e8e\u521b\u5efa\u5bf9\u8bdd\u754c\u9762.<\/p>\n

\u8fd9\u4e9b\u5f00\u6e90\u9009\u9879\u63d0\u4f9b\u7075\u6d3b\u6027\u548c\u5b9a\u5236\u5316\uff0c\u4f46\u9700\u8981\u6280\u672f\u4e13\u957f\u548c\u65f6\u95f4\u6295\u5165\u7528\u4e8e\u5f00\u53d1\u548c\u7ef4\u62a4.<\/p>\n

\u4ed8\u8d39\u89e3\u51b3\u65b9\u6848:<\/p>\n

1. \u901a\u8baf\u673a\u5668\u4eba<\/a>: \u6211\u4eec\u7684\u5e73\u53f0\u63d0\u4f9b\u5148\u8fdb\u529f\u80fd\u4e0e\u7528\u6237\u53cb\u597d\u754c\u9762\u7684\u5e73\u8861\uff0c\u5b9a\u4ef7\u8ba1\u5212\u4ece$49\/\u6708\u8d77.
\n2. \u5bf9\u8bdd\u6d41<\/a>: \u8c37\u6b4c\u7684\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\uff0c\u57fa\u4e8e\u4f7f\u7528\u60c5\u51b5\u7684\u5206\u5c42\u5b9a\u4ef7\u6a21\u578b.
\n3. Intercom<\/a>: \u4e00\u4e2a\u5177\u5907\u804a\u5929\u673a\u5668\u4eba\u529f\u80fd\u7684\u5ba2\u6237\u6d88\u606f\u5e73\u53f0\uff0c\u63d0\u4f9b\u4ece$39\/\u6708\u7684\u8ba1\u5212.<\/p>\n

\u50cf\u6211\u4eec\u8fd9\u6837\u7684\u4ed8\u8d39\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u5373\u65f6\u4ef7\u503c\uff0c\u5177\u5907\u9884\u6784\u5efa\u529f\u80fd\u3001\u6301\u7eed\u652f\u6301\u548c\u5b9a\u671f\u66f4\u65b0\uff0c\u8fd9\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u5f00\u53d1\u65f6\u95f4\u548c\u6210\u672c.<\/p>\n

\u5728\u9009\u62e9\u514d\u8d39\u548c\u4ed8\u8d39\u9009\u9879\u65f6\uff0c\u8bf7\u8003\u8651\u4ee5\u4e0b\u56e0\u7d20\uff1a<\/p>\n

1. \u53ef\u7528\u7684\u6280\u672f\u8d44\u6e90
\n2. \u4e0a\u5e02\u65f6\u95f4\u8981\u6c42
\n3. \u53ef\u6269\u5c55\u6027\u9700\u6c42
\n4. \u96c6\u6210\u80fd\u529b
\n5. \u6301\u7eed\u7684\u7ef4\u62a4\u548c\u652f\u6301<\/p>\n

\u867d\u7136\u5f00\u6e90\u89e3\u51b3\u65b9\u6848\u5bf9\u4e8e\u62e5\u6709\u5f3a\u5927\u6280\u672f\u56e2\u961f\u7684\u4f01\u4e1a\u6765\u8bf4\u53ef\u80fd\u5177\u6709\u6210\u672c\u6548\u76ca\uff0c\u4f46\u8bb8\u591a\u4eba\u53d1\u73b0\uff0c\u5f53\u8003\u8651\u5230\u5f00\u53d1\u65f6\u95f4\u3001\u7ef4\u62a4\u548c\u6269\u5c55\u65f6\uff0c\u4ed8\u8d39\u89e3\u51b3\u65b9\u6848\u7684\u603b\u62e5\u6709\u6210\u672c\u66f4\u4f4e\u3002<\/p>\n

\u5728 Messenger Bot\uff0c\u6211\u4eec\u8bbe\u8ba1\u4e86\u6211\u4eec\u7684 \u5b9a\u4ef7\u8ba1\u5212<\/a> \u4ee5\u6ee1\u8db3\u5404\u79cd\u89c4\u6a21\u4f01\u4e1a\u7684\u9700\u6c42\uff0c\u786e\u4fdd\u5148\u8fdb\u7684\u804a\u5929\u673a\u5668\u4eba\u529f\u80fd\u5728\u6ca1\u6709\u5b9a\u5236\u5f00\u53d1\u9ad8\u6602\u4ef7\u683c\u7684\u60c5\u51b5\u4e0b\u53ef\u7528\u3002\u6211\u4eec\u7684\u89e3\u51b3\u65b9\u6848\u7ed3\u5408\u4e86\u5b9a\u5236\u7684\u7075\u6d3b\u6027\u4e0e\u6258\u7ba1\u5e73\u53f0\u7684\u6613\u7528\u6027\u548c\u652f\u6301\u3002<\/p>\n

\u5bf9\u4e8e\u5e0c\u671b\u5728\u804a\u5929\u673a\u5668\u4eba\u4e4b\u5916\u5229\u7528\u4eba\u5de5\u667a\u80fd\u7684\u4f01\u4e1a\uff0c \u5927\u8111\u8231\u4eba\u5de5\u667a\u80fd<\/a> \u63d0\u4f9b\u4e86\u4e00\u6574\u5957\u5168\u9762\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u5177\uff0c\u53ef\u4ee5\u8865\u5145\u60a8\u7684\u804a\u5929\u673a\u5668\u4eba\u7b56\u7565\uff0c\u63d0\u4f9b\u989d\u5916\u7684\u529f\u80fd\uff0c\u5982\u4eba\u5de5\u667a\u80fd\u5199\u4f5c\u548c\u56fe\u50cf\u751f\u6210\u3002<\/p>\n

\u6700\u7ec8\uff0c\u9009\u62e9\u514d\u8d39\u5f00\u6e90\u548c\u4ed8\u8d39\u804a\u5929\u673a\u5668\u4eba\u89e3\u51b3\u65b9\u6848\u53d6\u51b3\u4e8e\u60a8\u7684\u5177\u4f53\u4e1a\u52a1\u9700\u6c42\u3001\u6280\u672f\u80fd\u529b\u548c\u957f\u671f\u76ee\u6807\u3002\u6211\u4eec\u5efa\u8bae\u60a8\u4ed4\u7ec6\u8bc4\u4f30\u9009\u9879\uff0c\u5e76\u8003\u8651\u4e00\u4e2a \u514d\u8d39\u8bd5\u7528<\/a> Messenger Bot \u7684\u8bd5\u7528\uff0c\u4ee5\u4eb2\u8eab\u4f53\u9a8c\u4e13\u4e1a\u804a\u5929\u673a\u5668\u4eba\u5e73\u53f0\u7684\u597d\u5904\u3002<\/p>\n

\u5f00\u6e90\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u672a\u6765\u8d8b\u52bf<\/h2>\n

\u968f\u7740\u6211\u4eec\u5728 Messenger Bot \u7684\u6301\u7eed\u521b\u65b0\uff0c\u6211\u4eec\u5bf9\u5f00\u6e90\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u672a\u6765\u611f\u5230\u5174\u594b\u3002\u8fd9\u4e2a\u9886\u57df\u6b63\u5728\u8fc5\u901f\u53d1\u5c55\uff0c\u65b0\u7684\u6280\u672f\u548c\u65b9\u6cd5\u5c42\u51fa\u4e0d\u7a77\uff0c\u627f\u8bfa\u5c06\u5f7b\u5e95\u6539\u53d8\u6211\u4eec\u4e0e\u804a\u5929\u673a\u5668\u4eba\u548c\u4eba\u5de5\u667a\u80fd\u52a9\u624b\u7684\u4e92\u52a8\u65b9\u5f0f\u3002<\/p>\n

\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u4e2d\u7684\u65b0\u5174\u6280\u672f<\/h3>\n

\u51e0\u79cd\u5c16\u7aef\u6280\u672f\u6b63\u5728\u5851\u9020\u804a\u5929\u673a\u5668\u4eba\u5f00\u53d1\u7684\u672a\u6765\uff1a<\/p>\n

1. \u9ad8\u7ea7\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\uff1a
\n NLP \u7684\u6539\u8fdb\u4f7f\u804a\u5929\u673a\u5668\u4eba\u80fd\u591f\u6bd4\u4ee5\u5f80\u66f4\u597d\u5730\u7406\u89e3\u4e0a\u4e0b\u6587\u3001\u60c5\u611f\u548c\u7ec6\u5fae\u5dee\u522b\u3002\u6211\u4eec\u6b63\u5728\u5c06\u8fd9\u4e9b\u8fdb\u6b65\u6574\u5408\u5230\u6211\u4eec\u7684 Messenger Bot \u5e73\u53f0<\/a> \u4e2d\uff0c\u4ee5\u589e\u5f3a\u7528\u6237\u4e92\u52a8\u3002<\/p>\n

2. \u60c5\u611f\u4eba\u5de5\u667a\u80fd\uff1a
\n \u8bc6\u522b\u548c\u54cd\u5e94\u4eba\u7c7b\u60c5\u611f\u7684\u80fd\u529b\u6b63\u5728\u6210\u4e3a\u73b0\u5b9e\u3002\u8fd9\u9879\u6280\u672f\u5c06\u4f7f\u804a\u5929\u673a\u5668\u4eba\u80fd\u591f\u63d0\u4f9b\u66f4\u5177\u540c\u7406\u5fc3\u548c\u4e2a\u6027\u5316\u7684\u54cd\u5e94\uff0c\u663e\u8457\u6539\u5584\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n

3. \u8bed\u97f3\u542f\u7528\u7684\u804a\u5929\u673a\u5668\u4eba\uff1a
\n \u968f\u7740\u8bed\u97f3\u52a9\u624b\u7684\u5174\u8d77\uff0c\u6211\u4eec\u770b\u5230\u57fa\u4e8e\u6587\u672c\u7684\u804a\u5929\u673a\u5668\u4eba\u548c\u8bed\u97f3\u754c\u9762\u7684\u878d\u5408\u3002\u8fd9\u4e00\u8d8b\u52bf\u4f7f\u5f97\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u5728\u5404\u79cd\u8bbe\u5907\u548c\u5e73\u53f0\u4e0a\u53d8\u5f97\u66f4\u6613\u4e8e\u8bbf\u95ee\u548c\u81ea\u7136\u4f7f\u7528\u3002<\/p>\n

4. \u591a\u6a21\u6001\u4eba\u5de5\u667a\u80fd\uff1a
\n \u672a\u6765\u7684\u804a\u5929\u673a\u5668\u4eba\u5c06\u80fd\u591f\u5904\u7406\u548c\u751f\u6210\u4e0d\u4ec5\u4ec5\u662f\u6587\u672c\uff0c\u8fd8\u6709\u56fe\u50cf\u3001\u89c6\u9891\u548c\u5176\u4ed6\u5f62\u5f0f\u7684\u5a92\u4f53\u3002\u8fd9\u79cd\u80fd\u529b\u5c06\u4f7f\u5bf9\u8bdd\u66f4\u52a0\u4e30\u5bcc\u548c\u4e92\u52a8\u3002<\/p>\n

5. \u8054\u90a6\u5b66\u4e60\uff1a
\n \u8fd9\u79cd\u65b9\u6cd5\u5141\u8bb8\u5728\u591a\u4e2a\u53bb\u4e2d\u5fc3\u5316\u8bbe\u5907\u6216\u670d\u52a1\u5668\u4e0a\u8bad\u7ec3\u4eba\u5de5\u667a\u80fd\u6a21\u578b\uff0c\u800c\u65e0\u9700\u4ea4\u6362\u6570\u636e\u6837\u672c\u3002\u5b83\u5bf9\u4e8e\u5728\u63d0\u9ad8\u804a\u5929\u673a\u5668\u4eba\u6027\u80fd\u7684\u540c\u65f6\u7ef4\u62a4\u7528\u6237\u9690\u79c1\u7279\u522b\u6709\u4ef7\u503c\u3002<\/p>\n

6. \u53ef\u89e3\u91ca\u7684\u4eba\u5de5\u667a\u80fd\uff08XAI\uff09\uff1a
\n \u968f\u7740\u4eba\u5de5\u667a\u80fd\u53d8\u5f97\u8d8a\u6765\u8d8a\u590d\u6742\uff0c\u5bf9\u900f\u660e\u5ea6\u7684\u9700\u6c42\u4e5f\u5728\u589e\u52a0\u3002\u6b63\u5728\u5f00\u53d1 XAI \u6280\u672f\uff0c\u4ee5\u5e2e\u52a9\u7528\u6237\u7406\u89e3\u804a\u5929\u673a\u5668\u4eba\u5982\u4f55\u5f97\u51fa\u5176\u54cd\u5e94\uff0c\u4ece\u800c\u5efa\u7acb\u4fe1\u4efb\u5e76\u63d0\u9ad8\u7528\u6237\u91c7\u7528\u7387\u3002<\/p>\n

\u8fd9\u4e9b\u65b0\u5174\u6280\u672f\u4e0d\u4ec5\u4ec5\u662f\u7406\u8bba\u6982\u5ff5\u3002\u50cf OpenAI<\/a> \u548c Anthropic<\/a> \u6b63\u5728\u63a8\u52a8\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u53ef\u80fd\u6027\u8fb9\u754c\uff0c\u8fd9\u65e0\u7591\u5c06\u5f71\u54cd\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u8005\u7684\u672a\u6765\u3002<\/p>\n

\u521b\u65b0\u7684\u804a\u5929\u673a\u5668\u4eba\u9879\u76ee\u521b\u610f\u548c\u7528\u4f8b<\/h3>\n

\u968f\u7740\u804a\u5929\u673a\u5668\u4eba\u80fd\u529b\u7684\u6269\u5c55\uff0c\u5b83\u4eec\u7684\u6f5c\u5728\u5e94\u7528\u4e5f\u5728\u589e\u52a0\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6211\u4eec\u611f\u5230\u5174\u594b\u7684\u521b\u65b0\u9879\u76ee\u521b\u610f\u548c\u7528\u4f8b\uff1a<\/p>\n

1. \u4e2a\u6027\u5316\u5b66\u4e60\u52a9\u624b\uff1a
\n \u60f3\u8c61\u4e00\u4e2a\u80fd\u591f\u9002\u5e94\u5b66\u751f\u5b66\u4e60\u98ce\u683c\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u63d0\u4f9b\u91cf\u8eab\u5b9a\u5236\u7684\u89e3\u91ca\u548c\u7ec3\u4e60\u3002\u8fd9\u53ef\u80fd\u4f1a\u5f7b\u5e95\u6539\u53d8\u6559\u80b2\uff0c\u4f7f\u4e2a\u6027\u5316\u8f85\u5bfc\u5bf9\u6bcf\u4e2a\u4eba\u90fd\u53ef\u53ca\u3002<\/p>\n

2. \u5fc3\u7406\u5065\u5eb7\u652f\u6301\u673a\u5668\u4eba\uff1a
\n \u867d\u7136\u4e0d\u80fd\u66ff\u4ee3\u4e13\u4e1a\u5e2e\u52a9\uff0c\u4f46\u804a\u5929\u673a\u5668\u4eba\u53ef\u4ee5\u63d0\u4f9b\u521d\u6b65\u7b5b\u67e5\u3001\u5e94\u5bf9\u7b56\u7565\u548c\u8d44\u6e90\uff0c\u5e2e\u52a9\u90a3\u4e9b\u9762\u4e34\u5fc3\u7406\u5065\u5eb7\u95ee\u9898\u7684\u4eba\u3002\u5b83\u4eec\u53ef\u4ee5\u5168\u5929\u5019\u63d0\u4f9b\u652f\u6301\uff0c\u5f53\u4eba\u7c7b\u987e\u95ee\u65e0\u6cd5\u7acb\u5373\u63d0\u4f9b\u5e2e\u52a9\u65f6\uff0c\u968f\u65f6\u53ef\u7528\u3002<\/p>\n

3. \u591a\u8bed\u8a00\u5ba2\u6237\u670d\u52a1\uff1a
\n \u6211\u4eec\u7684 \u591a\u8bed\u8a00\u804a\u5929\u673a\u5668\u4eba\u529f\u80fd<\/a> \u8fd9\u4ec5\u4ec5\u662f\u4e2a\u5f00\u59cb\u3002\u672a\u6765\u7684\u804a\u5929\u673a\u5668\u4eba\u5c06\u65e0\u7f1d\u7ffb\u8bd1\u5e76\u4fc3\u8fdb\u4e0d\u540c\u8bed\u8a00\u4e4b\u95f4\u7684\u5bf9\u8bdd\uff0c\u6253\u7834\u5ba2\u6237\u670d\u52a1\u4e2d\u7684\u6c9f\u901a\u969c\u788d\u3002<\/p>\n

4. \u865a\u62df\u65c5\u884c\u6307\u5357\uff1a
\n \u804a\u5929\u673a\u5668\u4eba\u53ef\u4ee5\u4f5c\u4e3a\u4e2a\u6027\u5316\u7684\u65c5\u884c\u4f34\u4fa3\uff0c\u63d0\u4f9b\u5173\u4e8e\u76ee\u7684\u5730\u7684\u5b9e\u65f6\u4fe1\u606f\u3001\u7ffb\u8bd1\u6807\u5fd7\uff0c\u5e76\u63d0\u4f9b\u6587\u5316\u89c1\u89e3\uff0c\u4ee5\u589e\u5f3a\u65c5\u884c\u4f53\u9a8c\u3002<\/p>\n

5. \u534f\u4f5c\u7f16\u7801\u52a9\u624b\uff1a
\n \u60f3\u8c61\u4e00\u4e2a\u80fd\u591f\u901a\u8fc7\u89e3\u91ca\u4ee3\u7801\u3001\u5efa\u8bae\u4f18\u5316\uff0c\u751a\u81f3\u5e2e\u52a9\u8c03\u8bd5\u95ee\u9898\u6765\u534f\u52a9\u5f00\u53d1\u8005\u7684\u804a\u5929\u673a\u5668\u4eba\u3002\u8fd9\u53ef\u80fd\u4f1a\u663e\u8457\u63d0\u9ad8\u8f6f\u4ef6\u5f00\u53d1\u7684\u751f\u4ea7\u529b\u3002<\/p>\n

6. \u7269\u8054\u7f51\u8bbe\u5907\u7ba1\u7406\u5668\uff1a
\n \u968f\u7740\u667a\u80fd\u5bb6\u5c45\u53d8\u5f97\u8d8a\u6765\u8d8a\u666e\u904d\uff0c\u804a\u5929\u673a\u5668\u4eba\u53ef\u4ee5\u4f5c\u4e3a\u7ba1\u7406\u548c\u4e0e\u5404\u79cd\u7269\u8054\u7f51\u8bbe\u5907\u4e92\u52a8\u7684\u4e2d\u592e\u67a2\u7ebd\uff0c\u4f7f\u5bb6\u5ead\u81ea\u52a8\u5316\u53d8\u5f97\u66f4\u52a0\u76f4\u89c2\u548c\u7528\u6237\u53cb\u597d\u3002<\/p>\n

7. \u6cd5\u5f8b\u63f4\u52a9\u804a\u5929\u673a\u5668\u4eba\uff1a
\n \u8fd9\u4e9b\u673a\u5668\u4eba\u53ef\u4ee5\u63d0\u4f9b\u521d\u6b65\u6cd5\u5f8b\u5efa\u8bae\uff0c\u5e2e\u52a9\u51c6\u5907\u6587\u4ef6\uff0c\u5e76\u6307\u5bfc\u7528\u6237\u5b8c\u6210\u6cd5\u5f8b\u6d41\u7a0b\uff0c\u4f7f\u6cd5\u5f8b\u63f4\u52a9\u66f4\u52a0\u53ef\u53ca\u548c\u5b9e\u60e0\u3002<\/p>\n

8. \u53ef\u6301\u7eed\u53d1\u5c55\u987e\u95ee\uff1a
\n \u804a\u5929\u673a\u5668\u4eba\u53ef\u4ee5\u901a\u8fc7\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u51cf\u5c11\u78b3\u8db3\u8ff9\u548c\u6539\u5584\u53ef\u6301\u7eed\u5b9e\u8df5\u7684\u5efa\u8bae\uff0c\u5e2e\u52a9\u4e2a\u4eba\u548c\u4f01\u4e1a\u505a\u51fa\u66f4\u73af\u4fdd\u7684\u51b3\u7b56\u3002<\/p>\n

\u5728Messenger Bot\uff0c\u6211\u4eec\u4e0d\u65ad\u63a2\u7d22\u8fd9\u4e9b\u521b\u65b0\u7684\u7528\u4f8b\uff0c\u4ee5\u6269\u5c55\u6211\u4eec\u5e73\u53f0\u7684\u80fd\u529b\u3002\u6211\u4eec\u76f8\u4fe1\uff0c\u804a\u5929\u673a\u5668\u4eba\u7684\u672a\u6765\u5728\u4e8e\u5b83\u4eec\u80fd\u591f\u65e0\u7f1d\u878d\u5165\u6211\u4eec\u751f\u6d3b\u7684\u5404\u4e2a\u65b9\u9762\uff0c\u63d0\u4f9b\u4e2a\u6027\u5316\u548c\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u5e2e\u52a9\u3002<\/p>\n

\u5bf9\u4e8e\u5e0c\u671b\u8d70\u5728\u6f6e\u6d41\u524d\u6cbf\u7684\u4f01\u4e1a\uff0c \u5927\u8111\u8231\u4eba\u5de5\u667a\u80fd<\/a> \u63d0\u4f9b\u5c16\u7aef\u7684AI\u5de5\u5177\uff0c\u8865\u5145\u804a\u5929\u673a\u5668\u4eba\u7684\u529f\u80fd\uff0c\u4f7f\u5f97\u66f4\u5148\u8fdb\u548c\u96c6\u6210\u7684AI\u89e3\u51b3\u65b9\u6848\u6210\u4e3a\u53ef\u80fd\u3002<\/p>\n

\u968f\u7740\u6211\u4eec\u7ee7\u7eed\u5f00\u53d1\u5f00\u6e90\u804a\u5929\u673a\u5668\u4eba\u6784\u5efa\u5668\uff0c\u6211\u4eec\u81f4\u529b\u4e8e\u6574\u5408\u8fd9\u4e9b\u65b0\u5174\u6280\u672f\u548c\u521b\u65b0\u7528\u4f8b\u3002\u6211\u4eec\u7684\u76ee\u6807\u662f\u63d0\u4f9b\u4e00\u4e2a\u4e0d\u4ec5\u6ee1\u8db3\u5f53\u524d\u9700\u6c42\uff0c\u800c\u4e14\u4e3a\u5bf9\u8bddAI\u7684\u6fc0\u52a8\u4eba\u5fc3\u7684\u672a\u6765\u505a\u597d\u51c6\u5907\u7684\u5e73\u53f0\u3002\u6211\u4eec\u9080\u8bf7\u5f00\u53d1\u8005\u548c\u4f01\u4e1a\u4e0e\u6211\u4eec\u4e00\u8d77\u63a2\u7d22\u8fd9\u4e9b\u53ef\u80fd\u6027\uff0c\u5171\u540c\u5851\u9020\u4eba\u673a\u4ea4\u4e92\u7684\u672a\u6765\u3002<\/p>\n<\/span>","protected":false},"excerpt":{"rendered":"

In the rapidly evolving landscape of customer service, open source chatbot builders have emerged as game-changers for businesses seeking to enhance their digital interactions. As we delve into the world of conversational AI, this article explores the top 5 open source chatbot builders that are revolutionizing customer engagement in 2023. From user-friendly platforms to advanced […]<\/p>\n","protected":false},"author":14928,"featured_media":253514,"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-253513","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\/253513","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=253513"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/posts\/253513\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/media\/253514"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/media?parent=253513"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/categories?post=253513"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/zh\/wp-json\/wp\/v2\/tags?post=253513"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}