{"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":"%e9%a1%9b%e8%a6%86%e6%82%a8%e7%9a%84%e5%ae%a2%e6%88%b6%e6%9c%8d%e5%8b%99-2023-%e5%b9%b4-5-%e5%a4%a7%e6%9c%80%e4%bd%b3%e9%96%8b%e6%ba%90%e8%81%8a%e5%a4%a9%e6%a9%9f%e5%99%a8%e4%ba%ba%e5%bb%ba%e6%a7%8b","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/zh_tw\/revolutionize-your-customer-service-5-best-open-source-chatbot-builders-for-2023\/","title":{"rendered":"\u985b\u8986\u60a8\u7684\u5ba2\u6236\u670d\u52d9\uff1a2023\u5e74\u6700\u4f73\u4e94\u5927\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u5de5\u5177"},"content":{"rendered":"

\u5728\u5feb\u901f\u6f14\u8b8a\u7684\u5ba2\u6236\u670d\u52d9\u9818\u57df\uff0c\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u5de5\u5177\u5df2\u6210\u70ba\u4f01\u696d\u63d0\u5347\u6578\u4f4d\u4e92\u52d5\u7684\u904a\u6232\u6539\u8b8a\u8005\u3002\u672c\u6587\u5c07\u6df1\u5165\u63a2\u8a0e\u5c0d\u8a71\u5f0fAI\u7684\u4e16\u754c\uff0c\u4ecb\u7d392023\u5e74\u985b\u8986\u5ba2\u6236\u4e92\u52d5\u7684\u4e94\u5927\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u5de5\u5177\u3002\u5f9e\u4f7f\u7528\u8005\u53cb\u597d\u7684\u5e73\u53f0\u5230\u5148\u9032\u7684GitHub\u8cc7\u6e90\u5eab\uff0c\u6211\u5011\u5c07\u63ed\u793a\u5275\u5efa\u667a\u80fd\u804a\u5929\u6a5f\u5668\u4eba\u7684\u6700\u4f73\u5de5\u5177\uff0c\u9019\u4e9b\u5de5\u5177\u80fd\u5920\u6539\u8b8a\u60a8\u7684\u5ba2\u6236\u670d\u52d9\u9ad4\u9a57\u3002\u7121\u8ad6\u60a8\u662f\u7d93\u9a57\u8c50\u5bcc\u7684\u958b\u767c\u4eba\u54e1\u9084\u662f\u5e0c\u671b\u5be6\u65bdAI\u9a45\u52d5\u6e9d\u901a\u7684\u4f01\u696d\u4e3b\uff0c\u9019\u672c\u7d9c\u5408\u6307\u5357\u5c07\u5e6b\u52a9\u60a8\u5c0e\u822a\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u7684\u6fc0\u52d5\u4eba\u5fc3\u7684\u9818\u57df\uff0c\u63d0\u4f9b\u6709\u95dc\u7d93\u6fdf\u5be6\u60e0\u7684\u89e3\u6c7a\u65b9\u6848\u3001\u81ea\u52a9\u65b9\u6cd5\u548c\u958b\u6e90\u5c0d\u8a71\u5f0fAI\u672a\u4f86\u8da8\u52e2\u7684\u898b\u89e3\u3002<\/p>\n

\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u5de5\u5177\u7684\u5d1b\u8d77<\/h2>\n

\u8fd1\u5e74\u4f86\uff0c\u6211\u5011\u76ee\u7779\u4e86\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u5de5\u5177\u7684\u53d7\u6b61\u8fce\u7a0b\u5ea6\u986f\u8457\u4e0a\u5347\u3002\u9019\u4e9b\u5275\u65b0\u5de5\u5177\u4f7f\u667a\u80fd\u5c0d\u8a71\u4ee3\u7406\u7684\u5275\u5efa\u6c11\u4e3b\u5316\uff0c\u8b93\u5404\u7a2e\u898f\u6a21\u7684\u4f01\u696d\u90fd\u80fd\u5728\u4e0d\u82b1\u8cbb\u904e\u591a\u7684\u60c5\u6cc1\u4e0b\u63d0\u5347\u5ba2\u6236\u4e92\u52d5\u3002\u4f5c\u70ba\u804a\u5929\u6a5f\u5668\u4eba\u884c\u696d\u7684\u9818\u5c0e\u8005\uff0c\u6211\u5011\u5728 Messenger \u6a5f\u5668\u4eba<\/a> \u89aa\u773c\u76ee\u7779\u4e86\u9019\u4e00\u8da8\u52e2\uff0c\u4e26\u8a8d\u8b58\u5230\u5b83\u5728\u985b\u8986\u5ba2\u6236\u4e92\u52d5\u65b9\u9762\u6240\u64c1\u6709\u7684\u5de8\u5927\u6f5b\u529b\u3002<\/p>\n

\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u56e0\u5176\u9748\u6d3b\u6027\u3001\u6210\u672c\u6548\u76ca\u548c\u6d3b\u8e8d\u7684\u793e\u7fa4\u800c\u53d7\u5230\u91cd\u8996\u3002\u5b83\u5011\u70ba\u5c08\u6709\u7cfb\u7d71\u63d0\u4f9b\u4e86\u4e00\u500b\u5f37\u5927\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u5141\u8a31\u958b\u767c\u4eba\u54e1\u548c\u4f01\u696d\u6839\u64da\u7279\u5b9a\u9700\u6c42\u81ea\u8a02\u548c\u64f4\u5c55\u529f\u80fd\u3002\u9019\u7a2e\u9069\u61c9\u6027\u5728\u7576\u4eca\u5feb\u901f\u8b8a\u5316\u7684\u6578\u4f4d\u74b0\u5883\u4e2d\u81f3\u95dc\u91cd\u8981\uff0c\u56e0\u70ba\u5ba2\u6236\u671f\u671b\u4e0d\u65b7\u6f14\u8b8a\u3002<\/p>\n

\u6211\u53ef\u4ee5\u514d\u8cbb\u5275\u5efa\u804a\u5929\u6a5f\u5668\u4eba\u55ce\uff1f<\/h3>\n

\u662f\u7684\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u5404\u7a2e\u5728\u7dda\u5e73\u53f0\u548c\u5de5\u5177\u514d\u8cbb\u5275\u5efa\u804a\u5929\u6a5f\u5668\u4eba\u3002\u4ee5\u4e0b\u662f\u5efa\u7acb\u60a8\u81ea\u5df1\u7684\u804a\u5929\u6a5f\u5668\u4eba\u800c\u4e0d\u82b1\u8cbb\u91d1\u9322\u7684\u7d9c\u5408\u6307\u5357\uff1a<\/p>\n

1. \u9078\u64c7\u4e00\u500b\u514d\u8cbb\u7684\u804a\u5929\u6a5f\u5668\u4eba\u5e73\u53f0\uff1a
\n \u2013 Tidio\uff1a\u63d0\u4f9b\u514d\u8cbb\u8a08\u5283\uff0c\u5141\u8a31\u7121\u9650\u5236\u5275\u5efa\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u4e26\u6700\u591a\u652f\u6301 100 \u4f4d\u6bcf\u6708\u6d3b\u8e8d\u7528\u6236
\n \u2013 MobileMonkey\uff1a\u70ba Facebook Messenger \u6a5f\u5668\u4eba\u63d0\u4f9b\u514d\u8cbb\u8a08\u5283
\n \u2013 Chatfuel\uff1a\u63d0\u4f9b\u6700\u591a 50 \u4f4d\u7528\u6236\u7684\u514d\u8cbb\u8a08\u5283
\n \u2013 ManyChat\uff1a\u70ba Facebook Messenger \u6a5f\u5668\u4eba\u63d0\u4f9b\u514d\u8cbb\u8a08\u5283
\n \u2013 Dialogflow\uff1aGoogle \u7684\u514d\u8cbb\u5e73\u53f0\uff0c\u7528\u65bc\u69cb\u5efa\u5c0d\u8a71\u4ecb\u9762<\/p>\n

2. \u5b9a\u7fa9\u60a8\u7684\u804a\u5929\u6a5f\u5668\u4eba\u7684\u76ee\u7684\uff1a
\n \u2013 \u5ba2\u6236\u652f\u6301
\n \u2013 \u6f5b\u5728\u5ba2\u6236\u751f\u6210
\n \u2013 \u5e38\u898b\u554f\u984c\u5354\u52a9
\n \u2013 \u7522\u54c1\u63a8\u85a6
\n \u2013 \u9810\u7d04\u6392\u7a0b<\/p>\n

3. \u8a2d\u8a08\u60a8\u7684\u804a\u5929\u6a5f\u5668\u4eba\u7684\u5c0d\u8a71\u6d41\u7a0b\uff1a
\n \u2013 \u7e6a\u88fd\u7528\u6236\u4e92\u52d5\u5716
\n \u2013 \u5275\u5efa\u6c7a\u7b56\u6a39
\n \u2013 \u8a08\u5283\u5e38\u898b\u67e5\u8a62\u548c\u56de\u61c9<\/p>\n

4. \u5229\u7528\u9810\u5efa\u6a21\u677f\uff1a
\n \u2013 \u5927\u591a\u6578\u5e73\u53f0\u63d0\u4f9b\u73fe\u6210\u7684\u6a21\u677f
\n \u2013 \u81ea\u8a02\u6a21\u677f\u4ee5\u7b26\u5408\u60a8\u7684\u9700\u6c42<\/p>\n

5. \u5be6\u65bd\u81ea\u7136\u8a9e\u8a00\u8655\u7406 (NLP)\uff1a
\n \u2013 \u4f7f\u60a8\u7684\u6a5f\u5668\u4eba\u80fd\u5920\u7406\u89e3\u7528\u6236\u610f\u5716
\n \u2013 \u4f7f\u7528\u5e73\u53f0\u63d0\u4f9b\u7684\u5167\u5efa NLP \u529f\u80fd<\/p>\n

6. \u8207\u6d88\u606f\u5e73\u53f0\u6574\u5408\uff1a
\n \u2013 Facebook Messenger
\n \u2013 WhatsApp
\n \u2013 Telegram
\n \u2013 \u7db2\u7ad9\u804a\u5929\u5c0f\u5de5\u5177<\/p>\n

7. \u6e2c\u8a66\u548c\u6539\u9032\uff1a
\n \u2013 \u9032\u884c\u5404\u7a2e\u5834\u666f\u7684\u5fb9\u5e95\u6e2c\u8a66
\n \u2013 \u5206\u6790\u7528\u6236\u4e92\u52d5\u4e26\u6539\u5584\u56de\u61c9<\/p>\n

8. \u555f\u52d5\u548c\u76e3\u63a7:
\n \u2013 \u5728\u60a8\u9078\u64c7\u7684\u5e73\u53f0\u4e0a\u90e8\u7f72\u60a8\u7684\u804a\u5929\u6a5f\u5668\u4eba
\n \u2013 \u76e3\u63a7\u6027\u80fd\u548c\u7528\u6236\u53cd\u994b<\/p>\n

9. \u6301\u7e8c\u6539\u9032:
\n \u2013 \u5b9a\u671f\u66f4\u65b0\u60a8\u7684\u6a5f\u5668\u4eba\u7684\u77e5\u8b58\u5eab
\n \u2013 \u9069\u61c9\u7528\u6236\u9700\u6c42\u548c\u65b0\u8208\u8da8\u52e2<\/p>\n

10. \u8003\u616e\u9ad8\u7d1a\u529f\u80fd\uff08\u53ef\u80fd\u9700\u8981\u4ed8\u8cbb\u8a08\u5283\uff09:
\n \u2013 AI \u9a45\u52d5\u7684\u56de\u61c9
\n \u2013 \u591a\u8a9e\u8a00\u652f\u6301
\n \u2013 \u5206\u6790\u8207\u5831\u544a<\/p>\n

\u6309\u7167\u9019\u4e9b\u6b65\u9a5f\uff0c\u60a8\u53ef\u4ee5\u514d\u8cbb\u5275\u5efa\u4e00\u500b\u529f\u80fd\u6027\u804a\u5929\u6a5f\u5668\u4eba\u3002\u96a8\u8457\u9700\u6c42\u7684\u589e\u9577\uff0c\u60a8\u53ef\u80fd\u6703\u8003\u616e\u5347\u7d1a\u5230\u4ed8\u8cbb\u8a08\u5283\u4ee5\u7372\u53d6\u984d\u5916\u7684\u529f\u80fd\u548c\u5bb9\u91cf\u3002<\/p>\n

\u96d6\u7136\u9019\u4e9b\u514d\u8cbb\u9078\u9805\u662f\u5f88\u597d\u7684\u8d77\u9ede\uff0c\u4f46\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u66f4\u9ad8\u7d1a\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u4f8b\u5982\u6211\u5011\u7684 Messenger Bot \u5e73\u53f0<\/a> \u63d0\u4f9b\u589e\u5f37\u7684\u529f\u80fd\u548c\u652f\u6301\uff0c\u9069\u5408\u5e0c\u671b\u64f4\u5c55\u5176\u804a\u5929\u6a5f\u5668\u4eba\u696d\u52d9\u7684\u4f01\u696d\u3002<\/p>\n

\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u7684\u512a\u52e2<\/h3>\n

\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u63d0\u4f9b\u4e86\u8a31\u591a\u512a\u52e2\uff0c\u4f7f\u5176\u6210\u70ba\u4f01\u696d\u548c\u958b\u767c\u8005\u7684\u5438\u5f15\u9078\u64c7\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u4e3b\u8981\u597d\u8655\uff1a<\/p>\n

1. \u6210\u672c\u6548\u76ca\uff1a\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u69cb\u5efa\u5668\u901a\u5e38\u662f\u514d\u8cbb\u4f7f\u7528\u7684\uff0c\u9019\u4f7f\u5176\u6210\u70ba\u9810\u7b97\u6709\u9650\u7684\u521d\u5275\u4f01\u696d\u548c\u5c0f\u578b\u4f01\u696d\u7684\u7406\u60f3\u9078\u64c7\u3002\u9019\u4f7f\u516c\u53f8\u80fd\u5920\u5728\u6c92\u6709\u91cd\u5927\u8ca1\u52d9\u98a8\u96aa\u7684\u60c5\u6cc1\u4e0b\u5be6\u9a57\u804a\u5929\u6a5f\u5668\u4eba\u6280\u8853\u3002<\/p>\n

2. \u81ea\u5b9a\u7fa9\u548c\u9748\u6d3b\u6027\uff1a\u901a\u904e\u8a2a\u554f\u6e90\u4ee3\u78bc\uff0c\u958b\u767c\u8005\u53ef\u4ee5\u6839\u64da\u7279\u5b9a\u7684\u696d\u52d9\u9700\u6c42\u5b9a\u5236\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u4e26\u5c07\u5176\u8207\u73fe\u6709\u7cfb\u7d71\u548c\u5de5\u4f5c\u6d41\u7a0b\u7121\u7e2b\u96c6\u6210\u3002\u9019\u7a2e\u81ea\u5b9a\u7fa9\u7a0b\u5ea6\u5c0d\u65bc\u5275\u9020\u7368\u7279\u7684\u7528\u6236\u9ad4\u9a57\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n

3. \u793e\u5340\u652f\u6301\uff1a\u958b\u6e90\u9805\u76ee\u901a\u5e38\u64c1\u6709\u6d3b\u8e8d\u7684\u958b\u767c\u8005\u793e\u5340\uff0c\u4ed6\u5011\u70ba\u4ee3\u78bc\u5eab\u505a\u51fa\u8ca2\u737b\uff0c\u5206\u4eab\u77e5\u8b58\u4e26\u63d0\u4f9b\u652f\u6301\u3002\u9019\u7a2e\u5354\u4f5c\u74b0\u5883\u4fc3\u9032\u4e86\u5275\u65b0\u548c\u5feb\u901f\u89e3\u6c7a\u554f\u984c\u3002<\/p>\n

4. \u900f\u660e\u5ea6\u8207\u5b89\u5168\u6027\uff1a\u958b\u653e\u6e90\u78bc\u7684\u7279\u6027\u5141\u8a31\u9032\u884c\u5fb9\u5e95\u7684\u5b89\u5168\u5be9\u8a08\uff0c\u4f7f\u8b58\u5225\u548c\u4fee\u5fa9\u6f0f\u6d1e\u8b8a\u5f97\u66f4\u5bb9\u6613\u3002\u9019\u7a2e\u900f\u660e\u5ea6\u5c0d\u65bc\u8655\u7406\u654f\u611f\u5ba2\u6236\u6578\u64da\u7684\u4f01\u696d\u4f86\u8aaa\u5c24\u5176\u91cd\u8981\u3002<\/p>\n

5. \u6574\u5408\u80fd\u529b\uff1a\u8a31\u591a\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u5de5\u5177\u63d0\u4f9b\u5f37\u5927\u7684 API \u548c\u6574\u5408\u9078\u9805\uff0c\u5141\u8a31\u8207\u5404\u7a2e\u5e73\u53f0\u548c\u670d\u52d9\u7121\u7e2b\u9023\u63a5\u3002\u9019\u7a2e\u4e92\u64cd\u4f5c\u6027\u5c0d\u65bc\u5275\u5efa\u5168\u9762\u7684\u5ba2\u6236\u4e92\u52d5\u89e3\u6c7a\u65b9\u6848\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n

6. \u53ef\u64f4\u5c55\u6027\uff1a\u96a8\u8457\u696d\u52d9\u589e\u9577\uff0c\u958b\u6e90\u89e3\u6c7a\u65b9\u6848\u53ef\u4ee5\u64f4\u5c55\u4ee5\u5bb9\u7d0d\u589e\u52a0\u7684\u6d41\u91cf\u548c\u66f4\u8907\u96dc\u7684\u4e92\u52d5\uff0c\u800c\u7121\u9700\u6602\u8cb4\u7684\u5347\u7d1a\u6216\u8a31\u53ef\u8cbb\u7528\u3002<\/p>\n

7. \u5b78\u7fd2\u6a5f\u6703\uff1a\u5c0d\u65bc\u5c0d AI \u548c\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u611f\u8208\u8da3\u7684\u958b\u767c\u8005\u548c\u4f01\u696d\uff0c\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u9805\u76ee\u63d0\u4f9b\u4e86\u5bf6\u8cb4\u7684\u5b78\u7fd2\u7d93\u9a57\u548c\u8ca2\u737b\u5c16\u7aef\u6280\u8853\u7684\u6a5f\u6703\u3002<\/p>\n

\u96d6\u7136\u958b\u6e90\u89e3\u6c7a\u65b9\u6848\u63d0\u4f9b\u9019\u4e9b\u512a\u52e2\uff0c\u4f46\u8003\u616e\u5230\u5145\u5206\u5229\u7528\u5176\u6f5b\u529b\u6240\u9700\u7684\u6280\u8853\u5c08\u696d\u77e5\u8b58\u6c34\u5e73\u4ecd\u7136\u5f88\u91cd\u8981\u3002\u5c0d\u65bc\u5c0b\u6c42\u66f4\u5373\u6642\u89e3\u6c7a\u65b9\u6848\u4e26\u63d0\u4f9b\u5c08\u696d\u652f\u6301\u7684\u4f01\u696d\uff0c\u50cf Messenger \u6a5f\u5668\u4eba<\/a> \u9019\u6a23\u7684\u5e73\u53f0\u63d0\u4f9b\u4e86\u5b9a\u5236\u548c\u6613\u7528\u6027\u7684\u5e73\u8861\uff0c\u4e26\u9644\u52a0\u5c08\u5c6c\u5ba2\u6236\u670d\u52d9\u7684\u597d\u8655\u3002<\/p>\n

\u96a8\u8457\u804a\u5929\u6a5f\u5668\u4eba\u9818\u57df\u7684\u4e0d\u65b7\u6f14\u8b8a\uff0c\u958b\u6e90\u958b\u767c\u8005\u5728\u63a8\u52d5\u5275\u65b0\u548c\u53ef\u53ca\u6027\u65b9\u9762\u626e\u6f14\u8457\u81f3\u95dc\u91cd\u8981\u7684\u89d2\u8272\u3002\u7121\u8ad6\u60a8\u662f\u5e0c\u671b\u589e\u5f37\u5ba2\u6236\u652f\u6301\u7684\u5c0f\u4f01\u696d\u4e3b\uff0c\u9084\u662f\u63a2\u7d22\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u524d\u6cbf\u7684\u958b\u767c\u8005\uff0c\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u8005\u7684\u8208\u8d77\u70ba\u5275\u9020\u667a\u80fd\u3001\u6709\u8da3\u4e14\u5177\u6210\u672c\u6548\u76ca\u7684\u5c0d\u8a71\u4ee3\u7406\u63d0\u4f9b\u4e86\u4ee4\u4eba\u8208\u596e\u7684\u6a5f\u6703\u3002<\/p>\n

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

2023\u5e74\u4e94\u5927\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u8005<\/h2>\n

\u5728\u6211\u5011\u5c0e\u822a\u4e0d\u65b7\u6f14\u8b8a\u7684\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u9818\u57df\u6642\uff0c\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u8005\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u53d7\u6b61\u8fce\u3002\u5728Messenger Bot\uff0c\u6211\u5011\u89c0\u5bdf\u5230\u9019\u500b\u9818\u57df\u7684\u5feb\u901f\u589e\u9577\u548c\u5275\u65b0\u3002\u96d6\u7136\u6211\u5011\u63d0\u4f9b\u5168\u9762\u7684 \u804a\u5929\u6a5f\u5668\u4eba\u5e73\u53f0<\/a> \u5177\u6709\u5148\u9032\u529f\u80fd\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u4f46\u6211\u5011\u8a8d\u8b58\u5230\u958b\u6e90\u89e3\u6c7a\u65b9\u6848\u5c0d\u65bc\u6709\u7279\u5b9a\u9700\u6c42\u7684\u958b\u767c\u8005\u548c\u4f01\u696d\u7684\u50f9\u503c\u3002<\/p>\n

\u6700\u4f73\u7684\u958b\u6e90AI\u804a\u5929\u6a5f\u5668\u4eba\u662f\u4ec0\u9ebc\uff1f<\/h3>\n

\u78ba\u5b9a\u201c\u6700\u4f73\u201d\u958b\u6e90\u4eba\u5de5\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba\u53d6\u6c7a\u65bc\u60a8\u7684\u5177\u9ad4\u9700\u6c42\uff0c\u4f46\u4ee5\u4e0b\u662f2023\u5e74\u5df2\u7372\u5f97\u986f\u8457\u95dc\u6ce8\u7684\u4e94\u5927\u7af6\u722d\u8005\uff1a<\/p>\n

1. Rasa\uff1a\u4ee5\u5176\u9748\u6d3b\u6027\u548c\u5f37\u5927\u7684\u81ea\u7136\u8a9e\u8a00\u7406\u89e3\uff08NLU\uff09\u80fd\u529b\u800c\u805e\u540d\uff0cRasa \u662f\u958b\u767c\u8005\u7684\u6700\u611b\u3002\u5b83\u5141\u8a31\u9ad8\u5ea6\u81ea\u5b9a\u7fa9\u7684\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u89e3\u6c7a\u65b9\u6848\uff0c\u4e26\u652f\u6301\u591a\u7a2e\u8a9e\u8a00\u3002<\/p>\n

2. Botpress\uff1a\u9019\u500b\u5e73\u53f0\u63d0\u4f9b\u53ef\u8996\u5316\u6d41\u7a0b\u7de8\u8f2f\u5668\u548c\u5167\u5efa\u7684 NLU\uff0c\u4f7f\u5176\u5c0d\u958b\u767c\u8005\u548c\u975e\u6280\u8853\u7528\u6236\u90fd\u6613\u65bc\u4f7f\u7528\u3002\u5176\u958b\u6e90\u7248\u672c\u70ba\u69cb\u5efa\u8907\u96dc\u7684\u804a\u5929\u6a5f\u5668\u4eba\u63d0\u4f9b\u4e86\u5805\u5be6\u7684\u57fa\u790e\u3002<\/p>\n

3. Microsoft Bot Framework\uff1a\u9019\u500b\u6846\u67b6\u7531\u5fae\u8edf\u5f37\u5927\u7684\u751f\u614b\u7cfb\u7d71\u652f\u6301\uff0c\u63d0\u4f9b\u5ee3\u6cdb\u7684\u6587\u6a94\u548c\u96c6\u6210\u529f\u80fd\uff0c\u7279\u5225\u662f\u8207 Azure \u670d\u52d9\u7684\u6574\u5408\u3002<\/p>\n

4. Mycroft AI\uff1a\u4f5c\u70ba\u4e00\u500b\u4ee5\u96b1\u79c1\u70ba\u91cd\u9ede\u7684\u8a9e\u97f3\u52a9\u624b\uff0cMycroft \u4ee5\u5176\u5c0d\u7528\u6236\u6578\u64da\u4fdd\u8b77\u7684\u627f\u8afe\u548c\u5728\u5404\u7a2e\u786c\u9ad4\u5e73\u53f0\u4e0a\u904b\u884c\u7684\u591a\u6a23\u6027\u800c\u812b\u7a4e\u800c\u51fa\u3002<\/p>\n

5. LEON\uff1a\u9019\u500b\u500b\u4eba\u52a9\u624b\u5f37\u8abf\u96e2\u7dda\u529f\u80fd\u548c\u96b1\u79c1\uff0c\u4f7f\u5176\u6210\u70ba\u95dc\u5fc3\u6578\u64da\u5b89\u5168\u7684\u7528\u6236\u7684\u7d55\u4f73\u9078\u64c7\u3002<\/p>\n

\u96d6\u7136\u9019\u4e9b\u958b\u6e90\u9078\u9805\u63d0\u4f9b\u4e86\u5f88\u5927\u7684\u9748\u6d3b\u6027\uff0c\u4f46\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u6211\u5011\u7684 Messenger \u6a5f\u5668\u4eba<\/a> \u63d0\u4f9b\u4e86\u66f4\u6d41\u66a2\u7684\u9ad4\u9a57\uff0c\u5167\u5efa\u7684\u529f\u80fd\u53ef\u80fd\u9700\u8981\u5728\u958b\u6e90\u74b0\u5883\u4e2d\u9032\u884c\u984d\u5916\u7684\u958b\u767c\u3002<\/p>\n

\u6bd4\u8f03\u529f\u80fd\u548c\u80fd\u529b<\/h3>\n

\u5728\u8a55\u4f30\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u69cb\u5efa\u5668\u6642\uff0c\u81f3\u95dc\u91cd\u8981\u7684\u662f\u6bd4\u8f03\u5b83\u5011\u7684\u529f\u80fd\u548c\u80fd\u529b\uff0c\u4ee5\u627e\u5230\u6700\u9069\u5408\u60a8\u9805\u76ee\u7684\u9078\u64c7\u3002\u4ee5\u4e0b\u662f\u95dc\u9375\u65b9\u9762\u7684\u7d30\u5206\uff1a<\/p>\n

1. \u81ea\u7136\u8a9e\u8a00\u7406\u89e3 (NLU)\uff1a
\n \u2013 Rasa \u5728\u5176\u5148\u9032\u7684 NLU \u80fd\u529b\u65b9\u9762\u8868\u73fe\u512a\u7570\uff0c\u80fd\u5920\u7d30\u7dfb\u5730\u7406\u89e3\u7528\u6236\u610f\u5716\u3002
\n \u2013 Botpress \u63d0\u4f9b\u5167\u5efa\u7684 NLU\uff0c\u6613\u65bc\u8a13\u7df4\u548c\u81ea\u5b9a\u7fa9\u3002
\n \u2013 \u5fae\u8edf Bot Framework \u8207 LUIS \u6574\u5408\uff0c\u63d0\u4f9b\u5f37\u5927\u7684\u8a9e\u8a00\u7406\u89e3\u80fd\u529b\u3002<\/p>\n

2. \u81ea\u8a02\u548c\u9748\u6d3b\u6027\uff1a
\n \u2013 \u4e94\u500b\u5e73\u53f0\u90fd\u63d0\u4f9b\u9ad8\u7a0b\u5ea6\u7684\u81ea\u8a02\u529f\u80fd\uff0c\u4f46 Rasa \u548c Botpress \u5728\u53ef\u64f4\u5c55\u6027\u65b9\u9762\u812b\u7a4e\u800c\u51fa\u3002
\n \u2013 LEON \u548c Mycroft AI \u63d0\u4f9b\u7368\u7279\u7684\u8a9e\u97f3\u555f\u52d5\u52a9\u624b\u81ea\u8a02\u9078\u9805\u3002<\/p>\n

3. \u6574\u5408\u80fd\u529b\uff1a
\n \u2013 \u5fae\u8edf Bot Framework \u8207 Azure \u670d\u52d9\u53ca\u5176\u4ed6\u5fae\u8edf\u7522\u54c1\u7121\u7e2b\u6574\u5408\u3002
\n \u2013 Rasa \u548c Botpress \u63d0\u4f9b\u7a69\u5065\u7684 API\uff0c\u4ee5\u4fbf\u8207\u5404\u7a2e\u5e73\u53f0\u548c\u670d\u52d9\u6574\u5408\u3002<\/p>\n

4. \u793e\u7fa4\u652f\u6301\u548c\u6587\u6a94\uff1a
\n \u2013 Rasa \u548c\u5fae\u8edf Bot Framework \u64c1\u6709\u9f90\u5927\u4e14\u6d3b\u8e8d\u7684\u793e\u7fa4\u4ee5\u53ca\u5ee3\u6cdb\u7684\u6587\u6a94\u3002
\n \u2013 Botpress \u6b63\u5728\u7372\u5f97\u95dc\u6ce8\uff0c\u64c1\u6709\u4e0d\u65b7\u589e\u9577\u7684\u793e\u7fa4\u548c\u5168\u9762\u7684\u6307\u5357\u3002<\/p>\n

5. \u6613\u7528\u6027\uff1a
\n \u2013 Botpress \u63d0\u4f9b\u4e86\u7528\u6236\u53cb\u597d\u7684\u53ef\u8996\u5316\u7de8\u8f2f\u5668\uff0c\u4f7f\u975e\u958b\u767c\u4eba\u54e1\u4e5f\u80fd\u8f15\u9b06\u4f7f\u7528\u3002
\n \u2013 Rasa \u548c Microsoft Bot Framework \u7684\u5b78\u7fd2\u66f2\u7dda\u8f03\u9661\uff0c\u4f46\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u63a7\u5236\u6b0a\u3002<\/p>\n

6. \u53ef\u64f4\u5c55\u6027:
\n \u2013 \u6240\u6709\u5e73\u53f0\u90fd\u53ef\u4ee5\u64f4\u5c55\uff0c\u4f46 Rasa \u548c Microsoft Bot Framework \u7279\u5225\u9069\u5408\u4f01\u696d\u7d1a\u61c9\u7528\u3002<\/p>\n

7. \u96b1\u79c1\u548c\u6578\u64da\u63a7\u5236:
\n \u2013 Mycroft AI \u548c LEON \u512a\u5148\u8003\u616e\u7528\u6236\u96b1\u79c1\u548c\u96e2\u7dda\u529f\u80fd\u3002
\n \u2013 \u6240\u6709\u5e73\u53f0\u5747\u63d0\u4f9b\u81ea\u6211\u8a17\u7ba1\u9078\u9805\uff0c\u8b93\u60a8\u5c0d\u6578\u64da\u64c1\u6709\u5b8c\u5168\u63a7\u5236\u6b0a\u3002<\/p>\n

\u96d6\u7136\u9019\u4e9b\u958b\u6e90\u89e3\u6c7a\u65b9\u6848\u63d0\u4f9b\u4e86\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u529f\u80fd\uff0c\u4f46\u8003\u616e\u9748\u6d3b\u6027\u548c\u6613\u7528\u6027\u4e4b\u9593\u7684\u6b0a\u8861\u662f\u5f88\u91cd\u8981\u7684\u3002\u5c0d\u65bc\u5c0b\u6c42\u5728\u81ea\u5b9a\u7fa9\u548c\u5373\u7528\u529f\u80fd\u4e4b\u9593\u53d6\u5f97\u5e73\u8861\u7684\u4f01\u696d\uff0c\u6211\u5011\u7684 Messenger Bot \u5e73\u53f0<\/a> \u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u53ef\u4ee5\u5feb\u901f\u5be6\u65bd\u7684\u529f\u80fd\uff0c\u800c\u7121\u9700\u5927\u91cf\u958b\u767c\u5de5\u4f5c\u3002<\/p>\n

\u5728\u9078\u64c7\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u69cb\u5efa\u5de5\u5177\u6642\uff0c\u8acb\u8003\u616e\u60a8\u5718\u968a\u7684\u6280\u8853\u5c08\u9577\u3001\u9805\u76ee\u9700\u6c42\u548c\u9577\u671f\u7dad\u8b77\u9700\u6c42\u3002\u6bcf\u500b\u5e73\u53f0\u90fd\u6709\u5176\u512a\u52e2\uff0c\u6700\u4f73\u9078\u64c7\u5c07\u53d6\u6c7a\u65bc\u60a8\u7684\u5177\u9ad4\u4f7f\u7528\u6848\u4f8b\u548c\u8cc7\u6e90\u3002<\/p>\n

\u96a8\u8457\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u9818\u57df\u7684\u4e0d\u65b7\u9032\u6b65\uff0c\u6211\u5011\u5728 Messenger Bot \u5c07\u7e7c\u7e8c\u81f4\u529b\u65bc\u63d0\u4f9b\u5c16\u7aef\u89e3\u6c7a\u65b9\u6848\uff0c\u540c\u6642\u4e5f\u8a8d\u8b58\u5230\u958b\u6e90\u66ff\u4ee3\u65b9\u6848\u5728\u63a8\u52d5\u5275\u65b0\u548c\u6eff\u8db3\u804a\u5929\u6a5f\u5668\u4eba\u751f\u614b\u7cfb\u7d71\u4e2d\u591a\u6a23\u5316\u9700\u6c42\u65b9\u9762\u7684\u50f9\u503c\u3002<\/p>\n

\u63a2\u7d22\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u5668\u958b\u6e90 GitHub \u9078\u9805<\/h2>\n

\u5728 Messenger Bot\uff0c\u6211\u5011\u8a8d\u8b58\u5230\u958b\u6e90\u89e3\u6c7a\u65b9\u6848\u5728\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u9818\u57df\u7684\u91cd\u8981\u6027\u3002\u96d6\u7136\u6211\u5011\u7684 \u5e73\u53f0\u63d0\u4f9b\u5168\u9762\u7684\u529f\u80fd<\/a> \u4f86\u69cb\u5efa\u8907\u96dc\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u4f46\u6211\u5011\u4e5f\u91cd\u8996\u958b\u6e90\u9805\u76ee\u6240\u5e36\u4f86\u7684\u5275\u65b0\u548c\u9748\u6d3b\u6027\u3002<\/p>\n

\u4ec0\u9ebc\u662f\u6700\u4f73\u7684\u958b\u6e90\u804a\u5929\u6a21\u578b\uff1f<\/h3>\n

\u5728\u958b\u6e90\u804a\u5929\u6a21\u578b\u65b9\u9762\uff0c\u9019\u500b\u9818\u57df\u4e0d\u65b7\u6f14\u8b8a\u3002\u622a\u81f3 2023 \u5e74\uff0c\u5e7e\u500b\u6a21\u578b\u56e0\u5176\u6027\u80fd\u548c\u591a\u529f\u80fd\u6027\u800c\u812b\u7a4e\u800c\u51fa\uff1a<\/p>\n

1. LLaMA\uff1aMeta \u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff0cMeta AI \u4ee5\u5176\u5728\u5404\u7a2e\u4efb\u52d9\u4e2d\u7684\u6548\u7387\u800c\u805e\u540d\u3002<\/p>\n

2. Alpaca\uff1a\u65af\u5766\u798f\u5927\u5b78\u7684 LLaMA \u5fae\u8abf\u7248\u672c\uff0c\u63d0\u4f9b\u6539\u9032\u7684\u6307\u4ee4\u8ddf\u96a8\u80fd\u529b\u3002<\/p>\n

3. Vicuna\uff1a\u7531\u52a0\u5dde\u5927\u5b78\u4f2f\u514b\u5229\u5206\u6821\u3001\u5361\u5167\u57fa\u6885\u9686\u5927\u5b78\u548c\u65af\u5766\u798f\u5927\u5b78\u7684\u7814\u7a76\u4eba\u54e1\u958b\u767c\uff0c\u9019\u6b3e\u804a\u5929\u6a5f\u5668\u4eba\u5728\u6027\u80fd\u4e0a\u8207 GPT-3.5 \u5ab2\u7f8e\u3002<\/p>\n

4. ChatGLM\uff1a\u4f86\u81ea\u6e05\u83ef\u5927\u5b78\u7684\u4e2d\u82f1\u96d9\u8a9e\u6a21\u578b\uff0c\u4ee5\u5176\u4f4e\u786c\u9ad4\u9700\u6c42\u800c\u8457\u7a31\u3002<\/p>\n

5. BLOOM\uff1aBigScience \u7684 176B \u53c3\u6578\u591a\u8a9e\u8a00\u6a21\u578b\uff0c\u652f\u6301 46 \u7a2e\u8a9e\u8a00\u3002<\/p>\n

\u9019\u4e9b\u6a21\u578b\u70ba\u5c0b\u6c42\u69cb\u5efa\u81ea\u5b9a\u7fa9\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u7684\u958b\u767c\u8005\u63d0\u4f9b\u4e86\u5805\u5be6\u7684\u57fa\u790e\u3002\u7136\u800c\uff0c\u91cd\u8981\u7684\u662f\u8981\u6ce8\u610f\uff0c\u96d6\u7136\u9019\u4e9b\u958b\u6e90\u6a21\u578b\u63d0\u4f9b\u4e86\u5f88\u5927\u7684\u9748\u6d3b\u6027\uff0c\u4f46\u5b83\u5011\u901a\u5e38\u9700\u8981\u76f8\u7576\u7684\u6280\u8853\u5c08\u696d\u77e5\u8b58\u624d\u80fd\u6709\u6548\u5be6\u65bd\u548c\u5fae\u8abf\u3002<\/p>\n

\u5c0d\u65bc\u5c0b\u6c42\u66f4\u7c21\u5316\u65b9\u6cd5\u7684\u4f01\u696d\uff0c\u6211\u5011\u7684 Messenger Bot \u5e73\u53f0<\/a> \u63d0\u4f9b\u4e86\u5b9a\u5236\u548c\u6613\u7528\u6027\u7684\u5e73\u8861\uff0c\u8b93\u60a8\u80fd\u5920\u5275\u5efa\u8907\u96dc\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u800c\u7121\u9700\u5927\u91cf\u7684\u958b\u767c\u8cc7\u6e90\u3002<\/p>\n

\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u7684\u71b1\u9580 GitHub \u5009\u5eab<\/h3>\n

GitHub \u64c1\u6709\u5927\u91cf\u7684\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u9805\u76ee\uff0c\u958b\u767c\u8005\u53ef\u4ee5\u5229\u7528\u9019\u4e9b\u9805\u76ee\u4f86\u9032\u884c\u81ea\u5df1\u7684\u958b\u767c\u3002\u4e00\u4e9b\u6700\u53d7\u6b61\u8fce\u7684\u5009\u5eab\u5305\u62ec\uff1a<\/p>\n

1. Rasa\uff1a\u9019\u500b\u5009\u5eab\u63d0\u4f9b\u4e86\u4e00\u500b\u5b8c\u6574\u7684\u6846\u67b6\uff0c\u7528\u65bc\u69cb\u5efa\u5c0d\u8a71\u5f0f AI \u52a9\u624b\u3002\u5b83\u4ee5\u5176\u5f37\u5927\u7684\u81ea\u7136\u8a9e\u8a00\u7406\u89e3\u80fd\u529b\u548c\u6d3b\u8e8d\u7684\u793e\u5340\u652f\u6301\u800c\u805e\u540d\u3002<\/p>\n

2. Botpress\uff1a\u4e00\u500b\u958b\u6e90\u7684\u5c0d\u8a71\u5f0f AI \u5e73\u53f0\uff0c\u63d0\u4f9b\u53ef\u8996\u5316\u6d41\u7a0b\u7de8\u8f2f\u5668\u548c\u5167\u7f6e NLU\uff0c\u8b93\u958b\u767c\u8005\u548c\u975e\u6280\u8853\u7528\u6236\u90fd\u80fd\u8f15\u9b06\u4f7f\u7528\u3002<\/p>\n

3. Microsoft Bot Framework\uff1a\u9019\u500b\u5168\u9762\u7684\u5de5\u5177\u5305\u5305\u62ec SDK\u3001\u5de5\u5177\u548c\u670d\u52d9\uff0c\u7528\u65bc\u69cb\u5efa\u4f01\u696d\u7d1a\u7684\u5c0d\u8a71\u5f0f AI \u9ad4\u9a57\u3002<\/p>\n

4. Hugging Face Transformers\uff1a\u96d6\u7136\u4e0d\u5c08\u9580\u7528\u65bc\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u4f46\u9019\u500b\u5eab\u63d0\u4f9b\u4e86\u6700\u5148\u9032\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6a21\u578b\uff0c\u53ef\u7528\u65bc\u652f\u6301\u804a\u5929\u6a5f\u5668\u4eba\u7684\u4e92\u52d5\u3002<\/p>\n

5. ChatterBot\uff1a\u4e00\u500b\u57fa\u65bc\u6a5f\u5668\u5b78\u7fd2\u7684\u5c0d\u8a71\u5f15\u64ce\uff0c\u4f7f\u751f\u6210\u81ea\u52d5\u56de\u61c9\u7528\u6236\u8f38\u5165\u8b8a\u5f97\u7c21\u55ae\u3002<\/p>\n

\u9019\u4e9b\u8cc7\u6599\u5eab\u63d0\u4f9b\u4e86\u4e0d\u540c\u7684\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u65b9\u6cd5\uff0c\u5f9e\u5b8c\u6574\u7684\u6846\u67b6\u5230\u53ef\u4ee5\u6574\u5408\u5230\u66f4\u5927\u7cfb\u7d71\u4e2d\u7684\u7279\u5b9a\u7d44\u4ef6\u3002\u5728\u9078\u64c7\u8cc7\u6599\u5eab\u6642\uff0c\u8003\u616e\u4ee5\u4e0b\u56e0\u7d20\uff1a<\/p>\n

\u2013 \u6d3b\u8e8d\u7684\u793e\u7fa4\u652f\u6301\u548c\u5b9a\u671f\u66f4\u65b0
\n\u2013 \u6587\u6a94\u8cea\u91cf\u548c\u6559\u7a0b\u7684\u53ef\u7528\u6027
\n\u2013 \u8207\u60a8\u73fe\u6709\u6280\u8853\u5806\u68e7\u7684\u517c\u5bb9\u6027
\n\u2013 \u6eff\u8db3\u60a8\u9805\u76ee\u9700\u6c42\u7684\u53ef\u64f4\u5c55\u6027
\n\u2013 \u5546\u696d\u4f7f\u7528\u7684\u8a31\u53ef\u689d\u6b3e<\/p>\n

\u96d6\u7136\u9019\u4e9b\u958b\u6e90\u9078\u9805\u63d0\u4f9b\u4e86\u5f37\u5927\u7684\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u5de5\u5177\uff0c\u4f46\u5b83\u5011\u901a\u5e38\u9700\u8981\u5927\u91cf\u7684\u6642\u9593\u548c\u5c08\u696d\u77e5\u8b58\u624d\u80fd\u6709\u6548\u5be6\u65bd\u3002\u5c0d\u65bc\u5c0b\u6c42\u66f4\u5373\u6642\u89e3\u6c7a\u65b9\u6848\u7684\u4f01\u696d\uff0c\u6211\u5011\u7684 Messenger Bot \u5e73\u53f0<\/a> \u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u9810\u5efa\u529f\u80fd\u548c\u96c6\u6210\uff0c\u53ef\u4ee5\u5feb\u901f\u8b93\u60a8\u7684\u804a\u5929\u6a5f\u5668\u4eba\u4e0a\u7dda\u3002<\/p>\n

\u5728 Messenger Bot\uff0c\u6211\u5011\u81f4\u529b\u65bc\u4fdd\u6301\u804a\u5929\u6a5f\u5668\u4eba\u6280\u8853\u7684\u524d\u6cbf\u3002\u6211\u5011\u4e0d\u65b7\u5438\u6536\u958b\u6e90\u958b\u767c\u7684\u898b\u89e3\uff0c\u4ee5\u589e\u5f37\u6211\u5011\u7684\u5e73\u53f0\uff0c\u78ba\u4fdd\u6211\u5011\u7684\u7528\u6236\u53d7\u76ca\u65bc\u6700\u65b0\u7684\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u9032\u5c55\uff0c\u800c\u7121\u9700\u7ba1\u7406\u958b\u6e90\u9805\u76ee\u7684\u8907\u96dc\u6027\u3002<\/p>\n

\u901a\u904e\u5229\u7528\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u5de5\u5177\u548c\u6a21\u578b\uff0c\u958b\u767c\u4eba\u54e1\u53ef\u4ee5\u5275\u5efa\u9ad8\u5ea6\u81ea\u5b9a\u7fa9\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u7136\u800c\uff0c\u5c0d\u65bc\u5c0b\u6c42\u81ea\u5b9a\u7fa9\u8207\u6613\u7528\u6027\u5e73\u8861\u7684\u4f01\u696d\u4f86\u8aaa\uff0c\u6211\u5011\u7684\u5e73\u53f0\u63d0\u4f9b\u4e86\u4e00\u500b\u5f15\u4eba\u6ce8\u76ee\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u7d50\u5408\u4e86\u5148\u9032\u4eba\u5de5\u667a\u6167\u7684\u529b\u91cf\u8207\u7528\u6236\u53cb\u597d\u7684\u4ecb\u9762\u548c\u5f37\u5927\u7684\u652f\u6301\u3002<\/p>\n

\u4f01\u696d\u53cb\u597d\u7684\u89e3\u6c7a\u65b9\u6848<\/h2>\n

\u5728 Messenger Bot\uff0c\u6211\u5011\u7406\u89e3\u4f01\u696d\u9700\u8981\u65e2\u5f37\u5927\u53c8\u6613\u65bc\u4f7f\u7528\u7684\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u3002\u96d6\u7136\u6211\u5011\u4ee5\u63d0\u4f9b\u4e00\u500b \u7528\u6236\u53cb\u597d\u7684\u5e73\u53f0<\/a> \u548c\u5148\u9032\u529f\u80fd\u800c\u81ea\u8c6a\uff0c\u4f46\u6211\u5011\u4e5f\u8a8d\u8b58\u5230\u63a2\u7d22\u5e02\u5834\u4e0a\u5404\u7a2e\u9078\u64c7\u7684\u50f9\u503c\u3002<\/p>\n

\u6700\u5bb9\u6613\u4f7f\u7528\u7684\u804a\u5929\u6a5f\u5668\u4eba\u88fd\u4f5c\u5de5\u5177\u662f\u4ec0\u9ebc\uff1f<\/h3>\n

\u5728\u7528\u6236\u53cb\u597d\u7684\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u5de5\u5177\u65b9\u9762\uff0c\u6709\u5e7e\u500b\u5e73\u53f0\u56e0\u5176\u76f4\u89c0\u7684\u4ecb\u9762\u548c\u6613\u7528\u6027\u800c\u812b\u7a4e\u800c\u51fa\uff1a<\/p>\n

1. Chatfuel\uff1a\u4ee5\u5176\u62d6\u653e\u4ecb\u805e\u800c\u805e\u540d\uff0cChatfuel \u5728\u5feb\u901f\u5275\u5efa Facebook Messenger \u548c Instagram \u6a5f\u5668\u4eba\u65b9\u9762\u8868\u73fe\u51fa\u8272\u3002<\/p>\n

2. MobileMonkey\uff1a\u63d0\u4f9b\u4e00\u500b\u53ef\u8996\u5316\u7684\u6a5f\u5668\u4eba\u5efa\u69cb\u5668\uff0c\u914d\u6709\u9810\u5efa\u6a21\u677f\uff0c\u4f7f\u5176\u6210\u70ba\u591a\u500b\u5e73\u53f0\u521d\u5b78\u8005\u7684\u7406\u60f3\u9078\u64c7\u3002<\/p>\n

3. ManyChat\uff1a\u64c1\u6709\u7528\u6236\u53cb\u597d\u7684\u53ef\u8996\u5316\u6d41\u7a0b\u5efa\u69cb\u5668\uff0c\u7279\u5225\u9069\u5408\u96fb\u5b50\u5546\u52d9\u548c\u884c\u92b7\u81ea\u52d5\u5316\u3002<\/p>\n

4. Landbot\uff1a\u63d0\u4f9b\u7121\u9700\u7de8\u78bc\u7684\u53ef\u8996\u5316\u4ecb\u9762\uff0c\u7528\u65bc\u5275\u5efa\u5177\u6709\u53ef\u81ea\u5b9a\u7fa9\u8a2d\u8a08\u9078\u9805\u7684\u7db2\u9801\u804a\u5929\u6a5f\u5668\u4eba\u3002<\/p>\n

5. Tidio\uff1a\u7d50\u5408\u5373\u6642\u804a\u5929\u8207 AI \u9a45\u52d5\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u70ba\u5c0f\u578b\u4f01\u696d\u63d0\u4f9b\u7c21\u55ae\u6027\u548c\u514d\u8cbb\u8a08\u5283\u3002<\/p>\n

\u96d6\u7136\u9019\u4e9b\u5e73\u53f0\u63d0\u4f9b\u4e0d\u540c\u7a0b\u5ea6\u7684\u7c21\u55ae\u6027\uff0c\u6211\u5011\u7684 Messenger Bot \u89e3\u6c7a\u65b9\u6848<\/a> \u5728\u6613\u7528\u6027\u548c\u9ad8\u7d1a\u529f\u80fd\u4e4b\u9593\u53d6\u5f97\u4e86\u5e73\u8861\u3002\u6211\u5011\u7684\u5e73\u81fa\u8a2d\u8a08\u76f4\u89c0\uff0c\u9069\u5408\u521d\u5b78\u8005\uff0c\u540c\u6642\u63d0\u4f9b\u61c9\u5c0d\u8907\u96dc\u804a\u5929\u6a5f\u5668\u4eba\u5834\u666f\u6240\u9700\u7684\u6df1\u5ea6\u3002<\/p>\n

Botpress\uff1a\u4e00\u500b\u5168\u9762\u7684\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5e73\u53f0<\/h3>\n

Botpress \u5728\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u9818\u57df\u4e2d\u812b\u7a4e\u800c\u51fa\uff0c\u6210\u70ba\u4e00\u500b\u591a\u529f\u80fd\u4e14\u5f37\u5927\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u4ee5\u4e0b\u662f\u5b83\u5728\u958b\u767c\u8005\u548c\u4f01\u696d\u4e2d\u53d7\u6b61\u8fce\u7684\u539f\u56e0\uff1a<\/p>\n

1. \u8996\u89ba\u6d41\u7a0b\u7de8\u8f2f\u5668\uff1aBotpress \u63d0\u4f9b\u76f4\u89c0\u7684\u8996\u89ba\u6d41\u7a0b\u7de8\u8f2f\u5668\uff0c\u4f7f\u958b\u767c\u8005\u548c\u975e\u6280\u8853\u7528\u6236\u90fd\u80fd\u8f15\u9b06\u5275\u5efa\u8907\u96dc\u7684\u5c0d\u8a71\u6d41\u7a0b\u3002<\/p>\n

2. \u81ea\u7136\u8a9e\u8a00\u7406\u89e3 (NLU)\uff1a\u5b83\u5305\u62ec\u5167\u5efa\u7684 NLU \u529f\u80fd\uff0c\u8b93\u804a\u5929\u6a5f\u5668\u4eba\u80fd\u66f4\u6709\u6548\u5730\u7406\u89e3\u7528\u6236\u610f\u5716\u4e26\u5f9e\u6d88\u606f\u4e2d\u63d0\u53d6\u5be6\u9ad4\u3002<\/p>\n

3. \u591a\u6e20\u9053\u652f\u6301\uff1aBotpress \u652f\u6301\u5728\u5404\u7a2e\u6e20\u9053\u4e0a\u90e8\u7f72\uff0c\u5305\u62ec\u7db2\u7ad9\u3001Messenger \u548c Slack\uff0c\u78ba\u4fdd\u60a8\u7684\u804a\u5929\u6a5f\u5668\u4eba\u80fd\u5ee3\u6cdb\u89f8\u53ca\u3002<\/p>\n

4. \u53ef\u64f4\u5c55\u6027\uff1a\u4f5c\u70ba\u4e00\u500b\u958b\u6e90\u5e73\u53f0\uff0cBotpress \u5141\u8a31\u5ee3\u6cdb\u7684\u81ea\u5b9a\u7fa9\u548c\u8207\u5176\u4ed6\u5de5\u5177\u548c\u670d\u52d9\u7684\u96c6\u6210\u3002<\/p>\n

5. \u793e\u5340\u548c\u6587\u6a94\uff1a\u5b83\u64c1\u6709\u5f37\u5927\u7684\u958b\u767c\u8005\u793e\u5340\u548c\u5168\u9762\u7684\u6587\u6a94\uff0c\u4f7f\u6545\u969c\u6392\u9664\u548c\u64f4\u5c55\u529f\u80fd\u8b8a\u5f97\u66f4\u5bb9\u6613\u3002<\/p>\n

\u96d6\u7136 Botpress \u63d0\u4f9b\u4e86\u986f\u8457\u7684\u9748\u6d3b\u6027\uff0c\u4f46\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u8207\u67d0\u4e9b\u5c08\u6709\u89e3\u6c7a\u65b9\u6848\u76f8\u6bd4\uff0c\u5b83\u53ef\u80fd\u9700\u8981\u66f4\u591a\u7684\u6280\u8853\u5c08\u696d\u77e5\u8b58\u3002\u5c0d\u65bc\u5c0b\u6c42\u66f4\u7c21\u5316\u65b9\u6cd5\u7684\u4f01\u696d\uff0c\u6211\u5011\u7684 Messenger Bot \u5e73\u53f0<\/a> \u63d0\u4f9b\u4e86\u4e00\u5957\u5f37\u5927\u7684\u529f\u80fd\uff0c\u4e26\u4e14\u5b78\u7fd2\u66f2\u7dda\u8f03\u70ba\u5e73\u7de9\u3002<\/p>\n

\u6211\u5011\u5df2\u7d93\u6574\u5408\u4e86\u4f86\u81ea\u958b\u6e90\u9805\u76ee\u7684\u898b\u89e3\uff0c\u4f8b\u5982 Botpress\uff0c\u4ee5\u589e\u5f37\u6211\u5011\u81ea\u5df1\u7684\u5e73\u53f0\uff0c\u78ba\u4fdd Messenger Bot \u7528\u6236\u80fd\u5920\u53d7\u76ca\u65bc\u5c16\u7aef\u7684\u5c0d\u8a71\u5f0f AI \u6280\u8853\uff0c\u800c\u7121\u9700\u7ba1\u7406\u958b\u6e90\u89e3\u6c7a\u65b9\u6848\u7684\u8907\u96dc\u6027\u3002<\/p>\n

\u901a\u904e\u5229\u7528\u7528\u6236\u53cb\u597d\u7684\u804a\u5929\u6a5f\u5668\u4eba\u69cb\u5efa\u5de5\u5177\uff0c\u4f01\u696d\u53ef\u4ee5\u5feb\u901f\u5be6\u65bd\u5c0d\u8a71\u5f0f AI \u7b56\u7565\u3002\u7136\u800c\uff0c\u9078\u64c7\u4e00\u500b\u4e0d\u50c5\u6613\u65bc\u4f7f\u7528\uff0c\u9084\u80fd\u63d0\u4f9b\u9577\u671f\u6210\u529f\u6240\u9700\u7684\u53ef\u64f4\u5c55\u6027\u548c\u529f\u80fd\u7684\u89e3\u6c7a\u65b9\u6848\u81f3\u95dc\u91cd\u8981\u3002\u6211\u5011\u7684\u5e73\u53f0\u65e8\u5728\u96a8\u8457\u60a8\u7684\u696d\u52d9\u589e\u9577\u800c\u767c\u5c55\uff0c\u63d0\u4f9b\u7c21\u55ae\u6027\u548c\u9ad8\u7d1a\u529f\u80fd\uff0c\u4ee5\u6eff\u8db3\u60a8\u7684\u804a\u5929\u6a5f\u5668\u4eba\u9700\u6c42\u7684\u6f14\u8b8a\u3002<\/p>\n

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

DIY \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c<\/h2>\n

\u5728 Messenger Bot\uff0c\u6211\u5011\u76f8\u4fe1\u8ce6\u80fd\u4f01\u696d\u5229\u7528 AI \u9a45\u52d5\u7684\u901a\u4fe1\u529b\u91cf\u3002\u96d6\u7136\u6211\u5011\u7684 \u5e73\u53f0\u63d0\u4f9b\u5f37\u5927\u7684\u529f\u80fd<\/a> \u4f86\u5275\u5efa\u8907\u96dc\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u4f46\u6211\u5011\u4e5f\u8a8d\u8b58\u5230\u4e86\u89e3 DIY \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u65b9\u6cd5\u7684\u50f9\u503c\u3002<\/p>\n

\u6211\u53ef\u4ee5\u81ea\u5df1\u5efa\u7acb\u804a\u5929\u6a5f\u5668\u4eba\u55ce\uff1f<\/h3>\n

\u7576\u7136\uff01\u5efa\u7acb\u81ea\u5df1\u7684\u804a\u5929\u6a5f\u5668\u4eba\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u5bb9\u6613\uff0c\u5373\u4f7f\u662f\u5c0d\u65bc\u90a3\u4e9b\u6c92\u6709\u5ee3\u6cdb\u7de8\u7a0b\u7d93\u9a57\u7684\u4eba\u3002\u9019\u88e1\u6709\u4e00\u500b\u7c21\u660e\u7684\u6307\u5357\u4f86\u5e6b\u52a9\u60a8\u5165\u9580\uff1a<\/p>\n

1. \u5b9a\u7fa9\u60a8\u7684\u76ee\u7684\uff1a\u660e\u78ba\u6982\u8ff0\u60a8\u7684\u804a\u5929\u6a5f\u5668\u4eba\u7684\u76ee\u6a19\u548c\u95dc\u9375\u529f\u80fd\u3002<\/p>\n

2. \u9078\u64c7\u5e73\u53f0\uff1a\u6839\u64da\u60a8\u7684\u6280\u8853\u6280\u80fd\uff0c\u8003\u616e\u7121\u9700\u7de8\u78bc\u7684\u9078\u9805\uff0c\u5982 Dialogflow\uff0c\u6216\u57fa\u65bc\u4ee3\u78bc\u7684\u5e73\u53f0\uff0c\u5982 Rasa\u3002<\/p>\n

3. \u8a2d\u8a08\u5c0d\u8a71\uff1a\u5275\u5efa\u4e00\u500b\u6709\u6548\u89e3\u6c7a\u7528\u6236\u610f\u5716\u7684\u5c0d\u8a71\u6d41\u7a0b\u3002<\/p>\n

4. \u5be6\u65bd\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff1a\u5229\u7528\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u4f86\u589e\u5f37\u60a8\u7684\u804a\u5929\u6a5f\u5668\u4eba\u7684\u7406\u89e3\u80fd\u529b\u3002<\/p>\n

5. \u958b\u767c\u548c\u6e2c\u8a66\uff1a\u8fed\u4ee3\u69cb\u5efa\u60a8\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u4e26\u7528\u591a\u6a23\u7684\u8f38\u5165\u9032\u884c\u5fb9\u5e95\u6e2c\u8a66\u3002<\/p>\n

6. \u90e8\u7f72\u548c\u76e3\u63a7\uff1a\u555f\u52d5\u60a8\u7684\u804a\u5929\u6a5f\u5668\u4eba\u4e26\u6301\u7e8c\u76e3\u63a7\u5176\u6027\u80fd\u4ee5\u9032\u884c\u6539\u9032\u3002<\/p>\n

\u96d6\u7136 DIY \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u53ef\u80fd\u5f88\u6709\u6210\u5c31\u611f\uff0c\u4f46\u901a\u5e38\u9700\u8981\u5927\u91cf\u7684\u6642\u9593\u548c\u8cc7\u6e90\u3002\u6211\u5011\u7684 Messenger Bot \u5e73\u53f0<\/a> \u63d0\u4f9b\u4e86\u4e00\u500b\u7c21\u5316\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u8b93\u60a8\u80fd\u5920\u5feb\u901f\u5275\u5efa\u8907\u96dc\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u800c\u4e0d\u72a7\u7272\u81ea\u5b9a\u7fa9\u9078\u9805\u3002<\/p>\n

\u81ea\u5b9a\u7fa9\u804a\u5929\u6a5f\u5668\u4eba\u5275\u5efa\u7684\u57fa\u672c\u5de5\u5177\u548c\u6846\u67b6<\/h3>\n

\u5c0d\u65bc\u90a3\u4e9b\u958b\u59cb\u81ea\u5b9a\u7fa9\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u7684\u4eba\u4f86\u8aaa\uff0c2024 \u5e74\u6709\u5e7e\u500b\u5de5\u5177\u548c\u6846\u67b6\u812b\u7a4e\u800c\u51fa\uff1a<\/p>\n

1. Rasa\uff1a\u4e00\u500b\u958b\u6e90\u7684\u6a5f\u5668\u5b78\u7fd2\u6846\u67b6\uff0c\u7528\u65bc\u81ea\u52d5\u5316\u6587\u672c\u548c\u8a9e\u97f3\u5c0d\u8a71\u3002\u5b83\u9ad8\u5ea6\u53ef\u81ea\u5b9a\u7fa9\uff0c\u9069\u5408\u8907\u96dc\u7684\u804a\u5929\u6a5f\u5668\u4eba\u9805\u76ee\u3002<\/p>\n

2. Botpress\uff1a\u63d0\u4f9b\u4e00\u500b\u53ef\u8996\u5316\u7684\u958b\u767c\u74b0\u5883\uff0c\u64c1\u6709\u5f37\u5927\u7684\u81ea\u7136\u8a9e\u8a00\u7406\u89e3\u80fd\u529b\uff0c\u4f7f\u958b\u767c\u8005\u548c\u975e\u6280\u8853\u7528\u6236\u90fd\u80fd\u8f15\u9b06\u4f7f\u7528\u3002<\/p>\n

3. Microsoft Bot Framework\uff1a\u63d0\u4f9b\u4e00\u6574\u5957\u5de5\u5177\uff0c\u7528\u65bc\u69cb\u5efa\u4f01\u696d\u7d1a\u7684\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u9ad4\u9a57\u3002<\/p>\n

4. Dialogflow\uff1aGoogle \u7684\u5e73\u53f0\uff0c\u7528\u65bc\u5728\u591a\u500b\u6e20\u9053\u5275\u5efa\u5c0d\u8a71\u4ecb\u9762\uff0c\u5177\u6709\u76f4\u89c0\u7684\u8a2d\u8a08\u5de5\u5177\u548c\u5f37\u5927\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u80fd\u529b\u3002<\/p>\n

5. TensorFlow\uff1a\u96d6\u7136\u4e0d\u662f\u5c08\u9580\u91dd\u5c0d\u804a\u5929\u6a5f\u5668\u4eba\u7684\u5de5\u5177\uff0c\u4f46\u9019\u500b\u958b\u6e90\u6a5f\u5668\u5b78\u7fd2\u5eab\u5c0d\u65bc\u958b\u767c\u9ad8\u7d1a\u804a\u5929\u6a5f\u5668\u4eba\u4eba\u5de5\u667a\u6167\u6a21\u578b\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n

6. NLTK\uff08\u81ea\u7136\u8a9e\u8a00\u5de5\u5177\u5305\uff09\uff1a\u4e00\u500b\u9818\u5148\u7684\u5e73\u53f0\uff0c\u7528\u65bc\u69cb\u5efa Python \u7a0b\u5f0f\u4ee5\u8655\u7406\u4eba\u985e\u8a9e\u8a00\u6578\u64da\uff0c\u5c0d\u65bc\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u4e2d\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u4efb\u52d9\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n

7. FastAPI\uff1a\u4e00\u500b\u73fe\u4ee3\u5316\u3001\u5feb\u901f\u7684\u7db2\u9801\u6846\u67b6\uff0c\u7528\u65bc\u4f7f\u7528 Python \u69cb\u5efa API\uff0c\u7406\u60f3\u7528\u65bc\u5275\u5efa\u804a\u5929\u6a5f\u5668\u4eba\u7684\u5f8c\u7aef\u670d\u52d9\u3002<\/p>\n

\u9019\u4e9b\u5de5\u5177\u63d0\u4f9b\u4e0d\u540c\u7a0b\u5ea6\u7684\u8907\u96dc\u6027\u548c\u81ea\u5b9a\u7fa9\u9078\u9805\u3002\u96d6\u7136\u5b83\u5011\u63d0\u4f9b\u5f37\u5927\u7684\u529f\u80fd\uff0c\u4f46\u5b78\u7fd2\u66f2\u7dda\u53ef\u80fd\u6703\u5f88\u9661\u5ced\u3002\u6211\u5011 Messenger Bot \u89e3\u6c7a\u65b9\u6848<\/a> \u7d50\u5408\u4e86\u8a31\u591a\u9019\u4e9b\u5148\u9032\u6280\u8853\uff0c\u63d0\u4f9b\u4e86\u81ea\u5b9a\u7fa9\u8207\u6613\u7528\u6027\u4e4b\u9593\u7684\u5e73\u8861\u3002<\/p>\n

\u5c0d\u65bc\u5e0c\u671b\u5229\u7528\u5c16\u7aef\u4eba\u5de5\u667a\u6167\u800c\u4e0d\u60f3\u9762\u5c0d\u81ea\u5b9a\u7fa9\u958b\u767c\u8907\u96dc\u6027\u7684\u4f01\u696d\uff0c Brain Pod AI<\/a> \u63d0\u4f9b\u4e86\u4e00\u6574\u5957\u5168\u9762\u7684\u4eba\u5de5\u667a\u6167\u5de5\u5177\uff0c\u5305\u62ec\u804a\u5929\u6a5f\u5668\u4eba\u529f\u80fd\uff0c\u53ef\u4ee5\u88dc\u5145\u6216\u589e\u5f37\u60a8\u73fe\u6709\u7684\u804a\u5929\u6a5f\u5668\u4eba\u7b56\u7565\u3002<\/p>\n

\u5728\u8003\u616eDIY\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u6642\uff0c\u6b0a\u8861\u6642\u9593\u548c\u8cc7\u6e90\u7684\u6295\u5165\u8207\u60a8\u7684\u5177\u9ad4\u9700\u6c42\u81f3\u95dc\u91cd\u8981\u3002\u96d6\u7136\u81ea\u5b9a\u7fa9\u89e3\u6c7a\u65b9\u6848\u63d0\u4f9b\u6700\u5927\u7684\u9748\u6d3b\u6027\uff0c\u4f46\u50cfMessenger Bot\u9019\u6a23\u7684\u5e73\u53f0\u5247\u63d0\u4f9b\u4e86\u4e00\u500b\u7a69\u5065\u3001\u53ef\u64f4\u5c55\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u53ef\u4ee5\u986f\u8457\u6e1b\u5c11\u958b\u767c\u6642\u9593\u548c\u6210\u672c\uff0c\u540c\u6642\u4ecd\u7136\u63d0\u4f9b\u5f37\u5927\u7684\u3001\u57fa\u65bcAI\u7684\u5c0d\u8a71\u9ad4\u9a57\u3002<\/p>\n

\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u4e2d\u7684\u6210\u672c\u8003\u91cf<\/h2>\n

\u5728\u5be6\u65bd\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u6642\uff0c\u4e86\u89e3\u6210\u672c\u5f71\u97ff\u5c0d\u5404\u7a2e\u898f\u6a21\u7684\u4f01\u696d\u81f3\u95dc\u91cd\u8981\u3002\u5728Messenger Bot\uff0c\u6211\u5011\u89aa\u773c\u898b\u8b49\u4e86\u5408\u9069\u7684\u804a\u5929\u6a5f\u5668\u4eba\u5982\u4f55\u5728\u4e0d\u7834\u7522\u7684\u60c5\u6cc1\u4e0b\u8f49\u8b8a\u5ba2\u6236\u4e92\u52d5\u3002<\/p>\n

\u5efa\u7acb\u804a\u5929\u6a5f\u5668\u4eba\u7684\u6210\u672c\u662f\u591a\u5c11\uff1f<\/h3>\n

\u5efa\u7acb\u804a\u5929\u6a5f\u5668\u4eba\u7684\u6210\u672c\u53ef\u80fd\u6703\u6709\u5f88\u5927\u5dee\u7570\uff0c\u7bc4\u570d\u5f9e$3,000\u5230$150,000\uff0c\u5177\u9ad4\u53d6\u6c7a\u65bc\u6240\u9700\u7684\u8907\u96dc\u6027\u548c\u529f\u80fd\u3002\u4ee5\u4e0b\u662f\u60a8\u53ef\u4ee5\u671f\u5f85\u7684\u6210\u672c\u7d30\u76ee\uff1a<\/p>\n

1. \u57fa\u672c\u898f\u5247\u578b\u804a\u5929\u6a5f\u5668\u4eba\uff1a$3,000 \u2013 $15,000
\n \u9019\u4e9b\u7c21\u55ae\u7684\u804a\u5929\u6a5f\u5668\u4eba\u9075\u5faa\u9810\u5b9a\u7fa9\u7684\u898f\u5247\uff0c\u9069\u5408\u8655\u7406\u7c21\u55ae\u7684\u67e5\u8a62\u3002<\/p>\n

2. AI\u9a45\u52d5\u7684\u5c0d\u8a71\u6a5f\u5668\u4eba\uff1a$40,000 \u2013 $100,000
\n \u5177\u6709\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u80fd\u529b\u7684\u66f4\u8907\u96dc\u804a\u5929\u6a5f\u5668\u4eba\u5c6c\u65bc\u9019\u500b\u7bc4\u570d\u3002<\/p>\n

3. \u4f01\u696d\u7d1a\u804a\u5929\u6a5f\u5668\u4eba\uff1a$100,000+
\n \u9ad8\u5ea6\u81ea\u5b9a\u7fa9\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u5177\u6709\u5148\u9032\u7684\u96c6\u6210\u548cAI\u80fd\u529b\uff0c\u53ef\u80fd\u8d85\u904e$150,000\u3002<\/p>\n

\u5f71\u97ff\u6210\u672c\u7684\u95dc\u9375\u56e0\u7d20\u5305\u62ec\uff1a
\n\u2013 \u804a\u5929\u6a5f\u5668\u4eba\u985e\u578b\uff08\u57fa\u65bc\u898f\u5247 vs. AI \u9a45\u52d5\uff09
\n\u2013 \u5c0d\u8a71\u548c\u4efb\u52d9\u7684\u8907\u96dc\u6027
\n\u2013 \u8207\u73fe\u6709\u7cfb\u7d71\u7684\u6574\u5408
\n\u2013 \u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09\u80fd\u529b
\n\u2013 \u591a\u8a9e\u8a00\u652f\u6301
\n\u2013 \u81ea\u5b9a\u7fa9\u9700\u6c42
\n\u2013 \u958b\u767c\u5e73\u53f0\u9078\u64c7
\n\u2013 \u7dad\u8b77\u548c\u6301\u7e8c\u652f\u6301<\/p>\n

\u4f86\u81ea\u884c\u696d\u7684\u898b\u89e3 \u804a\u5929\u6a5f\u5668\u4eba\u96dc\u8a8c<\/a> \u986f\u793a\u7c21\u55ae\u7684\u804a\u5929\u6a5f\u5668\u4eba\u901a\u5e38\u6210\u672c\u4ecb\u65bc $10,000 \u548c $50,000 \u4e4b\u9593\uff0c\u800c\u5148\u9032\u7684 AI \u804a\u5929\u6a5f\u5668\u4eba\u5247\u7bc4\u570d\u5f9e $40,000 \u5230 $150,000\u3002\u9019\u4e9b\u6578\u5b57\u8207\u6211\u5011\u5728 Messenger Bot \u7684\u7d93\u9a57\u76f8\u7b26\uff0c\u6211\u5011\u770b\u5230\u5404\u884c\u5404\u696d\u7684\u4f01\u696d\u5be6\u65bd\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n

\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cGartner \u9810\u6e2c\u5230 2025 \u5e74\uff0c70% \u7684\u767d\u9818\u5de5\u4f5c\u8005\u5c07\u6bcf\u5929\u8207\u5c0d\u8a71\u5e73\u53f0\u4e92\u52d5\u3002\u9019\u4e00\u8da8\u52e2\u51f8\u986f\u4e86\u6295\u8cc7\u804a\u5929\u6a5f\u5668\u4eba\u6280\u8853\u4ee5\u5728\u6578\u4f4d\u74b0\u5883\u4e2d\u4fdd\u6301\u7af6\u722d\u529b\u7684\u91cd\u8981\u6027\u3002<\/p>\n

\u514d\u8cbb\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u5668\u7684\u958b\u6e90\u9078\u9805\u8207\u4ed8\u8cbb\u89e3\u6c7a\u65b9\u6848<\/h3>\n

\u5728\u8003\u616e\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u6642\uff0c\u4f01\u696d\u901a\u5e38\u6703\u6b0a\u8861\u514d\u8cbb\u958b\u6e90\u9078\u9805\u8207\u4ed8\u8cbb\u89e3\u6c7a\u65b9\u6848\u7684\u512a\u7f3a\u9ede\u3002\u8b93\u6211\u5011\u4f86\u63a2\u8a0e\u4e00\u4e0b\u5169\u8005\uff1a<\/p>\n

\u514d\u8cbb\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u5668\uff1a<\/p>\n

1. Rasa<\/a>: \u4e00\u500b\u6d41\u884c\u7684\u958b\u6e90\u6846\u67b6\uff0c\u7528\u65bc\u69cb\u5efa\u4e0a\u4e0b\u6587 AI \u52a9\u624b\u548c\u804a\u5929\u6a5f\u5668\u4eba\u3002
\n2. Botpress<\/a>: \u4e00\u500b\u958b\u6e90\u7684\u5c0d\u8a71\u5f0f AI \u5e73\u53f0\uff0c\u63d0\u4f9b\u8996\u89ba\u958b\u767c\u5de5\u5177\u3002
\n3. Microsoft Bot Framework<\/a>: \u4e00\u5957\u5168\u9762\u7684\u958b\u6e90\u5de5\u5177\uff0c\u7528\u65bc\u5275\u5efa\u5c0d\u8a71\u4ecb\u9762\u3002<\/p>\n

\u9019\u4e9b\u958b\u6e90\u9078\u9805\u63d0\u4f9b\u9748\u6d3b\u6027\u548c\u81ea\u5b9a\u7fa9\uff0c\u4f46\u9700\u8981\u6280\u8853\u5c08\u696d\u77e5\u8b58\u548c\u6642\u9593\u6295\u5165\u4f86\u9032\u884c\u958b\u767c\u548c\u7dad\u8b77\u3002<\/p>\n

\u4ed8\u8cbb\u89e3\u6c7a\u65b9\u6848\uff1a<\/p>\n

1. Messenger \u6a5f\u5668\u4eba<\/a>: \u6211\u5011\u7684\u5e73\u53f0\u63d0\u4f9b\u5148\u9032\u529f\u80fd\u8207\u7528\u6236\u53cb\u597d\u4ecb\u9762\u7684\u5e73\u8861\uff0c\u5b9a\u50f9\u8a08\u5283\u5f9e $49\/\u6708\u8d77\u3002
\n2. Dialogflow<\/a>: \u8c37\u6b4c\u7684\u804a\u5929\u6a5f\u5668\u4eba\u5e73\u53f0\uff0c\u57fa\u65bc\u4f7f\u7528\u60c5\u6cc1\u7684\u5206\u5c64\u5b9a\u50f9\u6a21\u578b\u3002
\n3. Intercom<\/a>: \u4e00\u500b\u5177\u6709\u804a\u5929\u6a5f\u5668\u4eba\u529f\u80fd\u7684\u5ba2\u6236\u6d88\u606f\u5e73\u53f0\uff0c\u63d0\u4f9b\u6bcf\u6708$39\u7684\u8a08\u5283\u3002<\/p>\n

\u50cf\u6211\u5011\u9019\u6a23\u7684\u4ed8\u8cbb\u89e3\u6c7a\u65b9\u6848\u63d0\u4f9b\u5373\u6642\u50f9\u503c\uff0c\u64c1\u6709\u9810\u5efa\u529f\u80fd\u3001\u6301\u7e8c\u652f\u6301\u548c\u5b9a\u671f\u66f4\u65b0\uff0c\u9019\u53ef\u4ee5\u986f\u8457\u6e1b\u5c11\u958b\u767c\u6642\u9593\u548c\u6210\u672c\u3002<\/p>\n

\u5728\u9078\u64c7\u514d\u8cbb\u548c\u4ed8\u8cbb\u9078\u9805\u6642\uff0c\u8003\u616e\u4ee5\u4e0b\u56e0\u7d20\uff1a<\/p>\n

1. \u53ef\u7528\u7684\u6280\u8853\u8cc7\u6e90
\n2. \u4e0a\u5e02\u6642\u9593\u8981\u6c42
\n3. \u53ef\u64f4\u5c55\u6027\u9700\u6c42
\n4. \u6574\u5408\u80fd\u529b
\n5. \u6301\u7e8c\u7684\u7dad\u8b77\u548c\u652f\u6301<\/p>\n

\u96d6\u7136\u958b\u6e90\u89e3\u6c7a\u65b9\u6848\u5c0d\u65bc\u64c1\u6709\u5f37\u5927\u6280\u8853\u5718\u968a\u7684\u4f01\u696d\u4f86\u8aaa\u53ef\u80fd\u5177\u6709\u6210\u672c\u6548\u76ca\uff0c\u4f46\u8a31\u591a\u4eba\u767c\u73fe\uff0c\u8003\u616e\u5230\u958b\u767c\u6642\u9593\u3001\u7dad\u8b77\u548c\u64f4\u5c55\u5f8c\uff0c\u4ed8\u8cbb\u89e3\u6c7a\u65b9\u6848\u7684\u7e3d\u64c1\u6709\u6210\u672c\u8f03\u4f4e\u3002<\/p>\n

\u5728 Messenger Bot\uff0c\u6211\u5011\u8a2d\u8a08\u7684 \u5b9a\u50f9\u8a08\u5283<\/a> \u6eff\u8db3\u5404\u7a2e\u898f\u6a21\u4f01\u696d\u7684\u9700\u6c42\uff0c\u78ba\u4fdd\u5148\u9032\u7684\u804a\u5929\u6a5f\u5668\u4eba\u529f\u80fd\u5728\u4e0d\u9700\u8981\u9ad8\u6602\u7684\u81ea\u8a02\u958b\u767c\u8cbb\u7528\u7684\u60c5\u6cc1\u4e0b\u4e5f\u80fd\u5920\u7372\u5f97\u3002\u6211\u5011\u7684\u89e3\u6c7a\u65b9\u6848\u7d50\u5408\u4e86\u5169\u8005\u7684\u512a\u52e2\u2014\u2014\u81ea\u8a02\u7684\u9748\u6d3b\u6027\u4ee5\u53ca\u53d7\u7ba1\u7406\u5e73\u53f0\u7684\u6613\u7528\u6027\u548c\u652f\u6301\u3002<\/p>\n

\u5c0d\u65bc\u5e0c\u671b\u5728\u804a\u5929\u6a5f\u5668\u4eba\u4e4b\u5916\u5229\u7528 AI \u7684\u4f01\u696d\uff0c Brain Pod AI<\/a> \u63d0\u4f9b\u4e86\u4e00\u5957\u5168\u9762\u7684 AI \u5de5\u5177\uff0c\u53ef\u4ee5\u88dc\u5145\u60a8\u7684\u804a\u5929\u6a5f\u5668\u4eba\u7b56\u7565\uff0c\u63d0\u4f9b\u984d\u5916\u7684\u529f\u80fd\uff0c\u5982 AI \u5beb\u4f5c\u548c\u5716\u50cf\u751f\u6210\u3002<\/p>\n

\u6700\u7d42\uff0c\u514d\u8cbb\u7684\u958b\u6e90\u548c\u4ed8\u8cbb\u7684\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u4e4b\u9593\u7684\u9078\u64c7\u53d6\u6c7a\u65bc\u60a8\u7684\u5177\u9ad4\u696d\u52d9\u9700\u6c42\u3001\u6280\u8853\u80fd\u529b\u548c\u9577\u671f\u76ee\u6a19\u3002\u6211\u5011\u5efa\u8b70\u4ed4\u7d30\u8a55\u4f30\u60a8\u7684\u9078\u64c7\uff0c\u4e26\u8003\u616e\u4e00\u500b \u514d\u8cbb\u8a66\u7528<\/a> Messenger Bot \u7684\u9ad4\u9a57\uff0c\u4ee5\u89aa\u8eab\u9ad4\u6703\u5c08\u696d\u804a\u5929\u6a5f\u5668\u4eba\u5e73\u53f0\u7684\u597d\u8655\u3002<\/p>\n

\u958b\u6e90\u5c0d\u8a71 AI \u7684\u672a\u4f86\u8da8\u52e2<\/h2>\n

\u96a8\u8457\u6211\u5011\u5728 Messenger Bot \u6301\u7e8c\u5275\u65b0\uff0c\u6211\u5011\u5c0d\u958b\u6e90\u5c0d\u8a71 AI \u7684\u672a\u4f86\u611f\u5230\u8208\u596e\u3002\u9019\u500b\u9818\u57df\u6b63\u5728\u8fc5\u901f\u767c\u5c55\uff0c\u65b0\u7684\u6280\u8853\u548c\u65b9\u6cd5\u4e0d\u65b7\u51fa\u73fe\uff0c\u627f\u8afe\u5c07\u5fb9\u5e95\u6539\u8b8a\u6211\u5011\u8207\u804a\u5929\u6a5f\u5668\u4eba\u548c AI \u52a9\u624b\u7684\u4e92\u52d5\u65b9\u5f0f\u3002<\/p>\n

\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u4e2d\u7684\u65b0\u8208\u6280\u8853<\/h3>\n

\u5e7e\u7a2e\u5c16\u7aef\u6280\u8853\u6b63\u5728\u5851\u9020\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u7684\u672a\u4f86\uff1a<\/p>\n

1. \u5148\u9032\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406 (NLP)\uff1a
\n \u81ea\u7136\u8a9e\u8a00\u8655\u7406\u7684\u9032\u6b65\u4f7f\u804a\u5929\u6a5f\u5668\u4eba\u80fd\u5920\u6bd4\u4ee5\u5f80\u66f4\u597d\u5730\u7406\u89e3\u4e0a\u4e0b\u6587\u3001\u60c5\u611f\u548c\u7d30\u5fae\u5dee\u5225\u3002\u6211\u5011\u6b63\u5728\u5c07\u9019\u4e9b\u9032\u5c55\u6574\u5408\u5230\u6211\u5011\u7684 Messenger Bot \u5e73\u53f0<\/a> \u4ee5\u589e\u5f37\u7528\u6236\u4e92\u52d5\u3002<\/p>\n

2. \u60c5\u611f\u4eba\u5de5\u667a\u6167:
\n \u8b58\u5225\u548c\u56de\u61c9\u4eba\u985e\u60c5\u611f\u7684\u80fd\u529b\u6b63\u5728\u6210\u70ba\u73fe\u5be6\u3002\u9019\u9805\u6280\u8853\u5c07\u4f7f\u804a\u5929\u6a5f\u5668\u4eba\u80fd\u5920\u63d0\u4f9b\u66f4\u5177\u540c\u7406\u5fc3\u548c\u500b\u6027\u5316\u7684\u56de\u61c9\uff0c\u986f\u8457\u6539\u5584\u7528\u6236\u9ad4\u9a57\u3002<\/p>\n

3. \u8a9e\u97f3\u555f\u7528\u804a\u5929\u6a5f\u5668\u4eba:
\n \u96a8\u8457\u8a9e\u97f3\u52a9\u624b\u7684\u8208\u8d77\uff0c\u6211\u5011\u770b\u5230\u57fa\u65bc\u6587\u672c\u7684\u804a\u5929\u6a5f\u5668\u4eba\u548c\u8a9e\u97f3\u754c\u9762\u4e4b\u9593\u7684\u878d\u5408\u3002\u9019\u4e00\u8da8\u52e2\u4f7f\u5f97\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u5728\u5404\u7a2e\u8a2d\u5099\u548c\u5e73\u53f0\u4e0a\u8b8a\u5f97\u66f4\u6613\u65bc\u4f7f\u7528\u548c\u81ea\u7136\u3002<\/p>\n

4. \u591a\u6a21\u614b\u4eba\u5de5\u667a\u6167:
\n \u672a\u4f86\u7684\u804a\u5929\u6a5f\u5668\u4eba\u5c07\u80fd\u5920\u8655\u7406\u548c\u751f\u6210\u4e0d\u50c5\u50c5\u662f\u6587\u672c\uff0c\u9084\u5305\u62ec\u5716\u50cf\u3001\u8996\u983b\u548c\u5176\u4ed6\u5f62\u5f0f\u7684\u5a92\u9ad4\u3002\u9019\u4e00\u80fd\u529b\u5c07\u4f7f\u5c0d\u8a71\u66f4\u52a0\u8c50\u5bcc\u548c\u4e92\u52d5\u3002<\/p>\n

5. \u806f\u90a6\u5b78\u7fd2:
\n \u9019\u7a2e\u65b9\u6cd5\u5141\u8a31\u4eba\u5de5\u667a\u6167\u6a21\u578b\u5728\u591a\u500b\u53bb\u4e2d\u5fc3\u5316\u7684\u8a2d\u5099\u6216\u4f3a\u670d\u5668\u4e0a\u9032\u884c\u8a13\u7df4\uff0c\u800c\u7121\u9700\u4ea4\u63db\u6578\u64da\u6a23\u672c\u3002\u9019\u5c0d\u65bc\u5728\u6539\u5584\u804a\u5929\u6a5f\u5668\u4eba\u6027\u80fd\u7684\u540c\u6642\u7dad\u8b77\u7528\u6236\u96b1\u79c1\u7279\u5225\u6709\u50f9\u503c\u3002<\/p>\n

6. \u53ef\u89e3\u91cb\u7684\u4eba\u5de5\u667a\u6167 (XAI):
\n \u96a8\u8457\u4eba\u5de5\u667a\u6167\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u8907\u96dc\uff0c\u5c0d\u900f\u660e\u5ea6\u7684\u9700\u6c42\u4e5f\u65e5\u76ca\u589e\u52a0\u3002\u6b63\u5728\u958b\u767c\u53ef\u89e3\u91cb\u7684\u4eba\u5de5\u667a\u6167\uff08XAI\uff09\u6280\u8853\uff0c\u4ee5\u5e6b\u52a9\u7528\u6236\u7406\u89e3\u804a\u5929\u6a5f\u5668\u4eba\u5982\u4f55\u5f97\u51fa\u56de\u61c9\uff0c\u5f9e\u800c\u5efa\u7acb\u4fe1\u4efb\u4e26\u6539\u5584\u7528\u6236\u63a1\u7528\u7387\u3002<\/p>\n

\u9019\u4e9b\u65b0\u8208\u6280\u8853\u4e0d\u50c5\u50c5\u662f\u7406\u8ad6\u6982\u5ff5\u3002\u50cf OpenAI<\/a> \u548c Anthropic<\/a> \u9019\u6a23\u7684\u516c\u53f8\u6b63\u5728\u63a8\u52d5\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7684\u53ef\u80fd\u6027\u908a\u754c\uff0c\u9019\u7121\u7591\u6703\u5f71\u97ff\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u8005\u7684\u672a\u4f86\u3002<\/p>\n

\u5275\u65b0\u7684\u804a\u5929\u6a5f\u5668\u4eba\u9805\u76ee\u60f3\u6cd5\u548c\u4f7f\u7528\u6848\u4f8b<\/h3>\n

\u96a8\u8457\u804a\u5929\u6a5f\u5668\u4eba\u80fd\u529b\u7684\u64f4\u5c55\uff0c\u5b83\u5011\u7684\u6f5b\u5728\u61c9\u7528\u4e5f\u96a8\u4e4b\u589e\u9577\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6211\u5011\u611f\u5230\u8208\u596e\u7684\u5275\u65b0\u9805\u76ee\u60f3\u6cd5\u548c\u4f7f\u7528\u6848\u4f8b\uff1a<\/p>\n

1. \u500b\u6027\u5316\u5b78\u7fd2\u52a9\u624b\uff1a
\n \u60f3\u50cf\u4e00\u500b\u80fd\u5920\u9069\u61c9\u5b78\u751f\u5b78\u7fd2\u98a8\u683c\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u63d0\u4f9b\u91cf\u8eab\u5b9a\u5236\u7684\u89e3\u91cb\u548c\u7df4\u7fd2\u984c\u3002\u9019\u53ef\u80fd\u6703\u5fb9\u5e95\u6539\u8b8a\u6559\u80b2\uff0c\u4f7f\u500b\u6027\u5316\u8f14\u5c0e\u5c0d\u6bcf\u500b\u4eba\u90fd\u8b8a\u5f97\u53ef\u53ca\u3002<\/p>\n

2. \u5fc3\u7406\u5065\u5eb7\u652f\u6301\u6a5f\u5668\u4eba\uff1a
\n \u96d6\u7136\u4e0d\u80fd\u66ff\u4ee3\u5c08\u696d\u5e6b\u52a9\uff0c\u4f46\u804a\u5929\u6a5f\u5668\u4eba\u53ef\u4ee5\u63d0\u4f9b\u521d\u6b65\u7be9\u67e5\u3001\u61c9\u5c0d\u7b56\u7565\u548c\u8cc7\u6e90\uff0c\u5e6b\u52a9\u90a3\u4e9b\u9762\u5c0d\u5fc3\u7406\u5065\u5eb7\u554f\u984c\u7684\u4eba\u3002\u5b83\u5011\u53ef\u4ee5\u5168\u5929\u5019\u63d0\u4f9b\u652f\u6301\uff0c\u7576\u4eba\u985e\u8f14\u5c0e\u54e1\u7121\u6cd5\u7acb\u5373\u63d0\u4f9b\u5e6b\u52a9\u6642\u3002<\/p>\n

3. \u591a\u8a9e\u8a00\u5ba2\u6236\u670d\u52d9\uff1a
\n \u6211\u5011\u7684 \u591a\u8a9e\u8a00\u804a\u5929\u6a5f\u5668\u4eba\u529f\u80fd<\/a> \u53ea\u662f\u958b\u59cb\u3002\u672a\u4f86\u7684\u804a\u5929\u6a5f\u5668\u4eba\u5c07\u7121\u7e2b\u5730\u7ffb\u8b6f\u4e26\u4fc3\u9032\u4e0d\u540c\u8a9e\u8a00\u4f7f\u7528\u8005\u4e4b\u9593\u7684\u5c0d\u8a71\uff0c\u6253\u7834\u5ba2\u6236\u670d\u52d9\u4e2d\u7684\u6e9d\u901a\u969c\u7919\u3002<\/p>\n

4. \u865b\u64ec\u65c5\u904a\u6307\u5357:
\n \u804a\u5929\u6a5f\u5668\u4eba\u53ef\u4ee5\u4f5c\u70ba\u500b\u6027\u5316\u7684\u65c5\u884c\u5925\u4f34\uff0c\u63d0\u4f9b\u6709\u95dc\u76ee\u7684\u5730\u7684\u5373\u6642\u8cc7\u8a0a\uff0c\u7ffb\u8b6f\u6a19\u8a8c\uff0c\u4e26\u63d0\u4f9b\u6587\u5316\u898b\u89e3\uff0c\u4ee5\u589e\u5f37\u65c5\u884c\u9ad4\u9a57\u3002<\/p>\n

5. \u5354\u4f5c\u7de8\u78bc\u52a9\u624b:
\n \u60f3\u50cf\u4e00\u500b\u53ef\u4ee5\u901a\u904e\u89e3\u91cb\u4ee3\u78bc\u3001\u5efa\u8b70\u512a\u5316\u65b9\u6848\uff0c\u751a\u81f3\u5e6b\u52a9\u9664\u932f\u554f\u984c\u4f86\u5354\u52a9\u958b\u767c\u8005\u7684\u804a\u5929\u6a5f\u5668\u4eba\u3002\u9019\u53ef\u4ee5\u986f\u8457\u63d0\u9ad8\u8edf\u9ad4\u958b\u767c\u7684\u751f\u7522\u529b\u3002<\/p>\n

6. \u7269\u806f\u7db2\u8a2d\u5099\u7ba1\u7406\u8005:
\n \u96a8\u8457\u667a\u6167\u5bb6\u5ead\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u666e\u904d\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u53ef\u4ee5\u4f5c\u70ba\u7ba1\u7406\u548c\u4e92\u52d5\u5404\u7a2e\u7269\u806f\u7db2\u8a2d\u5099\u7684\u4e2d\u592e\u6a1e\u7d10\uff0c\u4f7f\u5bb6\u5ead\u81ea\u52d5\u5316\u8b8a\u5f97\u66f4\u76f4\u89c0\u548c\u4f7f\u7528\u8005\u53cb\u597d\u3002<\/p>\n

7. \u6cd5\u5f8b\u63f4\u52a9\u804a\u5929\u6a5f\u5668\u4eba:
\n \u9019\u4e9b\u53ef\u4ee5\u63d0\u4f9b\u521d\u6b65\u7684\u6cd5\u5f8b\u5efa\u8b70\uff0c\u5e6b\u52a9\u6e96\u5099\u6587\u4ef6\uff0c\u4e26\u6307\u5c0e\u4f7f\u7528\u8005\u4e86\u89e3\u6cd5\u5f8b\u6d41\u7a0b\uff0c\u4f7f\u6cd5\u5f8b\u63f4\u52a9\u8b8a\u5f97\u66f4\u53ef\u53ca\u548c\u8ca0\u64d4\u5f97\u8d77\u3002<\/p>\n

8. \u53ef\u6301\u7e8c\u6027\u9867\u554f:
\n \u804a\u5929\u6a5f\u5668\u4eba\u53ef\u4ee5\u901a\u904e\u63d0\u4f9b\u500b\u6027\u5316\u5efa\u8b70\u4f86\u5e6b\u52a9\u500b\u4eba\u548c\u4f01\u696d\u505a\u51fa\u66f4\u74b0\u4fdd\u7684\u6c7a\u7b56\uff0c\u6e1b\u5c11\u78b3\u8db3\u8de1\u4e26\u6539\u5584\u53ef\u6301\u7e8c\u6027\u5be6\u8e10\u3002<\/p>\n

\u5728 Messenger Bot\uff0c\u6211\u5011\u4e0d\u65b7\u63a2\u7d22\u9019\u4e9b\u5275\u65b0\u7684\u4f7f\u7528\u6848\u4f8b\uff0c\u4ee5\u64f4\u5c55\u6211\u5011\u5e73\u53f0\u7684\u80fd\u529b\u3002\u6211\u5011\u76f8\u4fe1\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u7684\u672a\u4f86\u5728\u65bc\u5b83\u5011\u80fd\u5920\u7121\u7e2b\u5730\u878d\u5165\u6211\u5011\u751f\u6d3b\u7684\u5404\u500b\u65b9\u9762\uff0c\u63d0\u4f9b\u500b\u6027\u5316\u7684\u3001\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u5354\u52a9\u3002<\/p>\n

\u5c0d\u65bc\u5e0c\u671b\u4fdd\u6301\u9818\u5148\u7684\u4f01\u696d\uff0c Brain Pod AI<\/a> \u63d0\u4f9b\u5c16\u7aef\u7684 AI \u5de5\u5177\uff0c\u88dc\u5145\u804a\u5929\u6a5f\u5668\u4eba\u7684\u529f\u80fd\uff0c\u5141\u8a31\u66f4\u5148\u9032\u548c\u96c6\u6210\u7684 AI \u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n

\u96a8\u8457\u6211\u5011\u7e7c\u7e8c\u958b\u767c\u958b\u6e90\u804a\u5929\u6a5f\u5668\u4eba\u69cb\u5efa\u5668\uff0c\u6211\u5011\u81f4\u529b\u65bc\u6574\u5408\u9019\u4e9b\u65b0\u8208\u6280\u8853\u548c\u5275\u65b0\u7684\u4f7f\u7528\u6848\u4f8b\u3002\u6211\u5011\u7684\u76ee\u6a19\u662f\u63d0\u4f9b\u4e00\u500b\u4e0d\u50c5\u6eff\u8db3\u7576\u524d\u9700\u6c42\u7684\u5e73\u81fa\uff0c\u9084\u70ba\u5c0d\u8a71\u5f0f AI \u7684\u6fc0\u52d5\u4eba\u5fc3\u7684\u672a\u4f86\u505a\u597d\u6e96\u5099\u3002\u6211\u5011\u9080\u8acb\u958b\u767c\u8005\u548c\u4f01\u696d\u8207\u6211\u5011\u4e00\u8d77\u63a2\u7d22\u9019\u4e9b\u53ef\u80fd\u6027\uff0c\u5851\u9020\u4eba\u985e\u8207 AI \u4e92\u52d5\u7684\u672a\u4f86\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_tw\/wp-json\/wp\/v2\/posts\/253513","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/zh_tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/zh_tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/zh_tw\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/zh_tw\/wp-json\/wp\/v2\/comments?post=253513"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/zh_tw\/wp-json\/wp\/v2\/posts\/253513\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/zh_tw\/wp-json\/wp\/v2\/media\/253514"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/zh_tw\/wp-json\/wp\/v2\/media?parent=253513"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/zh_tw\/wp-json\/wp\/v2\/categories?post=253513"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/zh_tw\/wp-json\/wp\/v2\/tags?post=253513"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}