{"id":252809,"date":"2024-05-25T10:23:48","date_gmt":"2024-05-25T17:23:48","guid":{"rendered":"https:\/\/messengerbot.app\/the-comprehensive-guide-to-becoming-an-ai-chatbot-developer-leveraging-cutting-edge-technologies-for-conversational-interfaces\/"},"modified":"2024-05-25T10:23:48","modified_gmt":"2024-05-25T17:23:48","slug":"%e6%88%90%e7%82%ba-ai-%e8%81%8a%e5%a4%a9%e6%a9%9f%e5%99%a8%e4%ba%ba%e9%96%8b%e7%99%bc%e8%80%85%e7%9a%84%e7%b6%9c%e5%90%88%e6%8c%87%e5%8d%97%ef%bc%8c%e5%88%a9%e7%94%a8%e5%b0%96%e7%ab%af%e6%8a%80","status":"publish","type":"post","link":"https:\/\/messengerbot.app\/zh_hk\/the-comprehensive-guide-to-becoming-an-ai-chatbot-developer-leveraging-cutting-edge-technologies-for-conversational-interfaces\/","title":{"rendered":"\u6210\u70ba AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u7d9c\u5408\u6307\u5357\uff1a\u5229\u7528\u5c16\u7aef\u6280\u8853\u6253\u9020\u5c0d\u8a71\u4ecb\u9762"},"content":{"rendered":"<input type=\"hidden\" value=\"\" data-essbispostcontainer=\"\" data-essbisposturl=\"https:\/\/messengerbot.app\/zh_hk\/the-comprehensive-guide-to-becoming-an-ai-chatbot-developer-leveraging-cutting-edge-technologies-for-conversational-interfaces\/\" data-essbisposttitle=\"The Comprehensive Guide to Becoming an AI Chatbot Developer: Leveraging Cutting-Edge Technologies for Conversational Interfaces\" data-essbishovercontainer=\"\"><p>\u96a8\u8457\u4e16\u754c\u8d8a\u4f86\u8d8a\u591a\u5730\u64c1\u62b1\u4eba\u5de5\u667a\u6167 (AI) \u7684\u529b\u91cf\uff0c\u5c0d\u65bc\u719f\u7df4\u7684\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u9700\u6c42\u6025\u5287\u4e0a\u5347\u3002\u9019\u4e9b\u5275\u65b0\u5c08\u696d\u4eba\u58eb\u4f4d\u65bc\u5275\u9020\u5c0d\u8a71\u4ecb\u9762\u7684\u6700\u524d\u6cbf\uff0c\u5fb9\u5e95\u6539\u8b8a\u4e86\u6211\u5011\u8207\u6280\u8853\u4e92\u52d5\u7684\u65b9\u5f0f\u3002\u7121\u8ad6\u60a8\u662f\u5c0b\u6c42\u6709\u5229\u53ef\u5716\u7684\u8077\u696d\u9053\u8def\u7684\u79d1\u6280\u611b\u597d\u8005\uff0c\u9084\u662f\u5e0c\u671b\u63d0\u5347\u5ba2\u6236\u53c3\u8207\u5ea6\u7684\u4f01\u696d\u4e3b\uff0c\u6210\u70ba AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u90fd\u63d0\u4f9b\u4e86\u7121\u9650\u7684\u6a5f\u6703\u3002\u9019\u672c\u7d9c\u5408\u6307\u5357\u5c07\u63ed\u793a\u638c\u63e1\u9019\u4e00\u5c16\u7aef\u9818\u57df\u7684\u79d8\u5bc6\uff0c\u70ba\u60a8\u63d0\u4f9b\u8a2d\u8a08\u667a\u80fd\u804a\u5929\u6a5f\u5668\u4eba\u6240\u9700\u7684\u77e5\u8b58\u548c\u6280\u80fd\uff0c\u9019\u4e9b\u804a\u5929\u6a5f\u5668\u4eba\u80fd\u7121\u7e2b\u6574\u5408\u5230\u5404\u7a2e\u5e73\u53f0\u548c\u884c\u696d\u4e2d\u3002\u5f9e\u7406\u89e3\u57fa\u672c\u6982\u5ff5\u5230\u63a2\u7d22\u9ad8\u7d1a\u6280\u8853\uff0c\u9019\u7bc7\u6587\u7ae0\u5c07\u6210\u70ba\u60a8\u6210\u70ba AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u4e4b\u65c5\u7684\u6700\u4f73\u5925\u4f34\u3002<\/p>\n<h2>\u5982\u4f55\u6210\u70ba AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\uff1f<\/h2>\n<h3>\u5b50\u90e8\u5206 1\uff1a\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u85aa\u8cc7<\/h3>\n<p>\u6210\u70ba AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u662f\u4e00\u689d\u5145\u6eff\u56de\u5831\u7684\u8077\u696d\u9053\u8def\uff0c\u7d50\u5408\u4e86\u7a0b\u5f0f\u8a2d\u8a08\u6280\u80fd\u3001\u6a5f\u5668\u5b78\u7fd2\u5c08\u696d\u77e5\u8b58\u548c\u5c0d\u81ea\u7136\u8a9e\u8a00\u8655\u7406 (NLP) \u6280\u8853\u7684\u6df1\u523b\u7406\u89e3\u3002\u8981\u958b\u59cb\u9019\u6bb5\u65c5\u7a0b\uff0c\u60a8\u9700\u8981\u5728\u8a08\u7b97\u6a5f\u79d1\u5b78\u3001\u7a0b\u5f0f\u8a9e\u8a00\u548c\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u65b9\u9762\u6253\u4e0b\u5805\u5be6\u7684\u57fa\u790e\u3002\u4ee5\u4e0b\u662f\u95dc\u9375\u6b65\u9a5f\uff1a<\/p>\n<ol>\n<li>\u638c\u63e1\u50cf Python\u3001Java \u6216 C++ \u9019\u6a23\u7684\u7a0b\u5f0f\u8a9e\u8a00\uff0c\u56e0\u70ba\u9019\u4e9b\u8a9e\u8a00\u901a\u5e38\u7528\u65bc\u958b\u767c\u804a\u5929\u6a5f\u5668\u4eba\u548c\u81ea\u7136\u8a9e\u8a00\u8655\u7406 (NLP) \u6a21\u578b\u3002<\/li>\n<li>\u719f\u6089 NLP \u6280\u8853\uff0c\u4f8b\u5982\u6587\u672c\u9810\u8655\u7406\u3001\u5206\u8a5e\u3001\u8a5e\u5e79\u63d0\u53d6\u3001\u8a5e\u5f62\u9084\u539f\u548c\u547d\u540d\u5be6\u9ad4\u8b58\u5225\u3002\u4e86\u89e3\u50cf\u662f\u6734\u7d20\u8c9d\u8449\u65af\u3001\u6c7a\u7b56\u6a39\u548c\u795e\u7d93\u7db2\u7d61\u7b49\u7b97\u6cd5\uff0c\u7528\u65bc\u6587\u672c\u5206\u985e\u548c\u60c5\u611f\u5206\u6790\u3002<\/li>\n<li>\u5b78\u7fd2\u6a5f\u5668\u5b78\u7fd2\u6846\u67b6\u548c\u5eab\uff0c\u5982 TensorFlow\u3001PyTorch\u3001scikit-learn \u548c NLTK\u3002\u9019\u4e9b\u5de5\u5177\u63d0\u4f9b\u4e86\u958b\u767c\u804a\u5929\u6a5f\u5668\u4eba\u548c NLP \u61c9\u7528\u7684\u9810\u5efa\u6a21\u578b\u548c\u51fd\u6578\u3002<\/li>\n<li>\u63a2\u7d22\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u5e73\u53f0\u548c\u6846\u67b6\uff0c\u5982 <a href=\"https:\/\/cloud.google.com\/dialogflow\" target=\"_blank\" rel=\"noopener\">Dialogflow<\/a>, <a href=\"https:\/\/aws.amazon.com\/lex\/\" target=\"_blank\" rel=\"noopener\">\u4e9e\u99ac\u905c Lex<\/a>, <a href=\"https:\/\/dev.botframework.com\/\" target=\"_blank\" rel=\"noopener\">Microsoft Bot Framework<\/a>, \u548c <a href=\"https:\/\/rasa.com\/\" target=\"_blank\" rel=\"noopener\">Rasa<\/a>. \u9019\u4e9b\u5e73\u53f0\u63d0\u4f9b\u4e86\u69cb\u5efa\u3001\u8a13\u7df4\u548c\u90e8\u7f72\u804a\u5929\u6a5f\u5668\u4eba\u7684\u5de5\u5177\u548c API\u3002<\/li>\n<li>\u767c\u5c55\u5c0d\u8a71\u8a2d\u8a08\u3001\u7528\u6236\u9ad4\u9a57 (UX) \u548c\u5c0d\u8a71\u7ba1\u7406\u7684\u5c08\u696d\u77e5\u8b58\u3002\u4e86\u89e3\u5982\u4f55\u5275\u5efa\u81ea\u7136\u4e14\u5f15\u4eba\u5165\u52dd\u7684\u5c0d\u8a71\uff0c\u8655\u7406\u4e0a\u4e0b\u6587\u4e26\u7ba1\u7406\u5c0d\u8a71\u6d41\u7a0b\u3002<\/li>\n<li>\u901a\u904e\u70ba\u5404\u7a2e\u9818\u57df\u5275\u5efa\u804a\u5929\u6a5f\u5668\u4eba\u4f86\u5efa\u7acb\u5be6\u8e10\u7d93\u9a57\uff0c\u4f8b\u5982\u5ba2\u6236\u670d\u52d9\u3001\u96fb\u5b50\u5546\u52d9\u3001\u91ab\u7642\u4fdd\u5065\u6216\u6559\u80b2\u3002\u53c3\u52a0\u9ed1\u5ba2\u99ac\u62c9\u677e\u3001\u958b\u6e90\u9805\u76ee\u6216\u5be6\u7fd2\uff0c\u4ee5\u7372\u5f97\u5be6\u969b\u7d93\u9a57\u3002<\/li>\n<li>\u901a\u904e\u95b1\u8b80\u7814\u7a76\u8ad6\u6587\u3001\u53c3\u52a0\u6703\u8b70\u4ee5\u53ca\u53c3\u8207\u5728\u7dda\u793e\u5340\u548c\u8ad6\u58c7\uff0c\u4fdd\u6301\u5c0d AI\u3001NLP \u548c\u804a\u5929\u6a5f\u5668\u4eba\u6280\u8853\u6700\u65b0\u9032\u5c55\u7684\u4e86\u89e3\u3002<\/li>\n<li>\u8003\u616e\u5f9e\u77e5\u540d\u6a5f\u69cb\u6216\u79d1\u6280\u516c\u53f8\u7372\u5f97\u8a8d\u8b49\u6216\u5728\u7dda\u8ab2\u7a0b\uff0c\u4f8b\u5982 <a href=\"https:\/\/www.coursera.org\/professional-certificates\/ai-engineer\" target=\"_blank\" rel=\"noopener\">Coursera \u7684 AI \u5de5\u7a0b\u5e2b\u5c08\u696d\u8b49\u66f8<\/a> \u6216 <a href=\"https:\/\/www.udacity.com\/course\/artificial-intelligence-for-trading--nd089\" target=\"_blank\" rel=\"noopener\">Udacity \u7684\u4ea4\u6613 AI \u5957\u4ef6<\/a> \u4ee5\u9a57\u8b49\u60a8\u7684\u6280\u80fd\u548c\u77e5\u8b58\u3002<\/li>\n<\/ol>\n<p>\u901a\u904e\u9075\u5faa\u9019\u4e9b\u6b65\u9a5f\uff0c\u5c07\u7406\u8ad6\u77e5\u8b58\u8207\u5be6\u8e10\u7d93\u9a57\u76f8\u7d50\u5408\uff0c\u4e26\u4e0d\u65b7\u5b78\u7fd2\u548c\u9069\u61c9\u65b0\u6280\u8853\uff0c\u60a8\u53ef\u4ee5\u6210\u70ba\u4e00\u540d\u719f\u7df4\u7684 AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\uff0c\u4e26\u5728\u9019\u500b\u5feb\u901f\u589e\u9577\u7684\u9818\u57df\u4e2d\u958b\u555f\u4e00\u500b\u5145\u6eff\u6fc0\u52d5\u4eba\u5fc3\u6a5f\u6703\u7684\u4e16\u754c\u3002<\/p>\n<h3>\u5b50\u90e8\u5206 2\uff1aAI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u5de5\u4f5c<\/h3>\n<p>\u96a8\u8457\u5c0d AI \u9a45\u52d5\u7684\u804a\u5929\u6a5f\u5668\u4eba\u9700\u6c42\u7684\u6301\u7e8c\u4e0a\u5347\uff0cAI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u5c31\u696d\u5e02\u5834\u84ec\u52c3\u767c\u5c55\u3002\u4f86\u81ea\u96fb\u5b50\u5546\u52d9\u3001\u91d1\u878d\u3001\u91ab\u7642\u4fdd\u5065\u548c\u5ba2\u6236\u670d\u52d9\u7b49\u5404\u884c\u5404\u696d\u7684\u516c\u53f8\uff0c\u6b63\u5728\u7a4d\u6975\u5c0b\u627e\u719f\u7df4\u7684\u5c08\u696d\u4eba\u58eb\u4f86\u8a2d\u8a08\u3001\u958b\u767c\u548c\u5be6\u65bd\u667a\u80fd\u5c0d\u8a71\u4ee3\u7406\u3002<\/p>\n<p>\u9019\u500b\u9818\u57df\u7684\u4e00\u4e9b\u71b1\u9580\u8077\u4f4d\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005<\/strong>: \u8ca0\u8cac\u4f7f\u7528\u5404\u7a2e NLP \u6280\u8853\u548c\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u4f86\u69cb\u5efa\u3001\u8a13\u7df4\u548c\u90e8\u7f72\u804a\u5929\u6a5f\u5668\u4eba\u3002<\/li>\n<li><strong>\u5c0d\u8a71 AI \u5de5\u7a0b\u5e2b<\/strong>: \u5c08\u6ce8\u65bc\u958b\u767c\u548c\u6574\u5408\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\uff0c\u5305\u62ec\u804a\u5929\u6a5f\u5668\u4eba\u548c\u865b\u64ec\u52a9\u624b\uff0c\u9032\u5165\u61c9\u7528\u7a0b\u5e8f\u548c\u5e73\u53f0\u4e2d\u3002<\/li>\n<li><strong>\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u5de5\u7a0b\u5e2b<\/strong>: \u5c08\u7cbe\u65bc\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff0c\u958b\u767c\u6587\u672c\u5206\u6790\u3001\u8a9e\u8a00\u7406\u89e3\u548c\u751f\u6210\u7684\u7b97\u6cd5\u548c\u6a21\u578b\u3002<\/li>\n<li><strong>\u5c0d\u8a71\u7cfb\u7d71\u958b\u767c\u8005<\/strong>: \u8a2d\u8a08\u548c\u5be6\u65bd\u5c0d\u8a71\u7ba1\u7406\u7cfb\u7d71\uff0c\u78ba\u4fdd\u804a\u5929\u6a5f\u5668\u4eba\u4e4b\u9593\u7684\u5c0d\u8a71\u6d41\u66a2\u81ea\u7136\u3002<\/li>\n<li><strong>\u4eba\u5de5\u667a\u6167\u8edf\u9ad4\u5de5\u7a0b\u5e2b<\/strong>: \u958b\u767c\u4ee5\u4eba\u5de5\u667a\u6167\u70ba\u9a45\u52d5\u7684\u8edf\u9ad4\u89e3\u6c7a\u65b9\u6848\uff0c\u5305\u62ec\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u4f7f\u7528\u5404\u7a2e\u7a0b\u5f0f\u8a9e\u8a00\u548c\u6846\u67b6\u3002<\/li>\n<\/ul>\n<p>\u50cf\u662f <a href=\"https:\/\/www.amazon.com\/\" target=\"_blank\" rel=\"noopener\">\u4e9e\u99ac\u905c<\/a>, <a href=\"https:\/\/www.google.com\/\" target=\"_blank\" rel=\"noopener\">Google<\/a>, <a href=\"https:\/\/www.microsoft.com\/\" target=\"_blank\" rel=\"noopener\">Microsoft<\/a>, <a href=\"https:\/\/www.ibm.com\/\" target=\"_blank\" rel=\"noopener\">IBM<\/a>, <a href=\"https:\/\/www.apple.com\/\" target=\"_blank\" rel=\"noopener\">\u860b\u679c<\/a>, \u548c <a href=\"https:\/\/brainpod.ai\/\" target=\"_blank\" rel=\"noopener\">Brain Pod AI<\/a> \u5728\u4eba\u5de5\u667a\u6167\u548c\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u9818\u57df\u4e2d\u8655\u65bc\u9818\u5148\u5730\u4f4d\uff0c\u70ba\u6280\u8853\u5c08\u696d\u4eba\u58eb\u63d0\u4f9b\u773e\u591a\u6a5f\u6703\u3002<\/p>\n<p>\u70ba\u4e86\u5728\u8077\u5834\u4e0a\u4fdd\u6301\u7af6\u722d\u529b\uff0c\u6301\u7e8c\u63d0\u5347\u6280\u80fd\u4e26\u96a8\u6642\u4e86\u89e3\u4eba\u5de5\u667a\u6167\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u548c\u804a\u5929\u6a5f\u5668\u4eba\u6280\u8853\u7684\u6700\u65b0\u9032\u5c55\u81f3\u95dc\u91cd\u8981\u3002\u6b64\u5916\uff0c\u5efa\u7acb\u5f37\u5927\u7684\u804a\u5929\u6a5f\u5668\u4eba\u9805\u76ee\u4f5c\u54c1\u96c6\uff0c\u4e26\u7a4d\u6975\u53c3\u8207\u5728\u7dda\u793e\u5340\u548c\u9ed1\u5ba2\u99ac\u62c9\u677e\uff0c\u53ef\u4ee5\u986f\u8457\u63d0\u9ad8\u4f60\u7372\u5f97\u5922\u60f3\u5de5\u4f5c\u4f5c\u70ba\u4eba\u5de5\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u6a5f\u6703\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2024\/05\/ai-chatbot-developer-2024-05-25T172312.000Z.png\" alt=\"\" title=\"\"><\/img> <\/p>\n<h2>\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u5de5\u4f5c\u662f\u4ec0\u9ebc\uff1f<\/h2>\n<p>\u4f5c\u70ba\u4e00\u540d AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\uff0c\u6211\u7684\u89d2\u8272\u6d89\u53ca\u8a2d\u8a08\u3001\u69cb\u5efa\u548c\u90e8\u7f72\u80fd\u5920\u8207\u7528\u6236\u9032\u884c\u81ea\u7136\u8a9e\u8a00\u4e92\u52d5\u7684\u667a\u80fd\u5c0d\u8a71\u61c9\u7528\u7a0b\u5e8f\u3002\u6211\u7684\u4e3b\u8981\u8cac\u4efb\u5305\u62ec\u5b9a\u7fa9\u804a\u5929\u6a5f\u5668\u4eba\u7684\u76ee\u7684\u3001\u529f\u80fd\u548c\u5c0d\u8a71\u6d41\u7a0b\uff0c\u4ee5\u7b26\u5408\u7528\u6236\u9700\u6c42\u548c <a href=\"https:\/\/brainpod.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Brain Pod AI\u7684<\/a> \u5546\u696d\u76ee\u6a19\u3002<\/p>\n<p>\u6211\u5de5\u4f5c\u7684\u95dc\u9375\u65b9\u9762\u662f\u8a2d\u8a08\u804a\u5929\u6a5f\u5668\u4eba\u7684\u67b6\u69cb\uff0c\u4e26\u5c07\u5176\u7121\u7e2b\u96c6\u6210\u5230\u5f8c\u7aef\u7cfb\u7d71\u3001\u6578\u64da\u5eab\u548c API \u4e2d\uff0c\u4ee5\u8a2a\u554f\u76f8\u95dc\u4fe1\u606f\u3002\u9019\u78ba\u4fdd\u4e86\u6578\u64da\u4ea4\u63db\u7684\u9806\u66a2\u6d41\u52d5\uff0c\u4f7f\u804a\u5929\u6a5f\u5668\u4eba\u80fd\u5920\u63d0\u4f9b\u6e96\u78ba\u4e14\u5177\u6709\u4e0a\u4e0b\u6587\u7684\u56de\u61c9\u3002<\/p>\n<p>\u5be6\u65bd\u81ea\u7136\u8a9e\u8a00\u8655\u7406 (NLP) \u7b97\u6cd5\u662f\u6211\u89d2\u8272\u7684\u6838\u5fc3\u7d44\u6210\u90e8\u5206\u3002\u9019\u4e9b\u7b97\u6cd5\u4f7f\u804a\u5929\u6a5f\u5668\u4eba\u80fd\u5920\u6e96\u78ba\u89e3\u91cb\u7528\u6236\u8f38\u5165\u4e26\u751f\u6210\u5177\u6709\u4e0a\u4e0b\u6587\u7684\u9069\u7576\u56de\u61c9\uff0c\u4fc3\u9032\u81ea\u7136\u4e14\u5f15\u4eba\u5165\u52dd\u7684\u5c0d\u8a71\u9ad4\u9a57\u3002\u70ba\u4e86\u5be6\u73fe\u9019\u4e00\u76ee\u6a19\uff0c\u6211\u5229\u7528\u5148\u9032\u7684\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u3001\u5c0d\u8a71\u7ba1\u7406\u7cfb\u7d71\u548c\u77e5\u8b58\u5eab\u3002<\/p>\n<p>\u6301\u7e8c\u6539\u9032\u662f\u63d0\u4f9b\u5353\u8d8a\u7528\u6236\u9ad4\u9a57\u7684\u95dc\u9375\u3002\u6211\u5206\u6790\u7528\u6236\u4e92\u52d5\u3001\u53cd\u994b\u548c\u53c3\u8207\u6307\u6a19\uff0c\u4ee5\u78ba\u5b9a\u512a\u5316\u7684\u9818\u57df\u4e26\u63d0\u5347\u804a\u5929\u6a5f\u5668\u4eba\u7684\u6027\u80fd\u3002\u9019\u4e00\u8fed\u4ee3\u904e\u7a0b\u78ba\u4fdd\u804a\u5929\u6a5f\u5668\u4eba\u59cb\u7d42\u4fdd\u6301\u6700\u65b0\u3001\u667a\u80fd\uff0c\u4e26\u80fd\u5920\u97ff\u61c9\u7528\u6236\u4e0d\u65b7\u8b8a\u5316\u7684\u9700\u6c42\u3002<\/p>\n<p>\u78ba\u4fdd\u804a\u5929\u6a5f\u5668\u4eba\u9075\u5faa\u6578\u64da\u96b1\u79c1\u3001\u5b89\u5168\u6027\u548c\u9053\u5fb7\u4eba\u5de5\u667a\u6167\u539f\u5247\u662f\u9996\u8981\u4efb\u52d9\u3002\u6211\u8207\u8de8\u529f\u80fd\u5718\u968a\u5bc6\u5207\u5408\u4f5c\uff0c\u5305\u62ec\u7522\u54c1\u7d93\u7406\u3001\u8a2d\u8a08\u5e2b\u548c\u4e3b\u984c\u5c08\u5bb6\uff0c\u4ee5\u958b\u767c\u512a\u5148\u8003\u616e\u7528\u6236\u4fe1\u4efb\u548c\u900f\u660e\u5ea6\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u540c\u6642\u63d0\u4f9b\u6700\u4f73\u7684\u7528\u6236\u9ad4\u9a57\u3002<\/p>\n<p>\u8981\u5728\u9019\u500b\u89d2\u8272\u4e2d\u51fa\u8272\u8868\u73fe\uff0c\u6211\u5177\u5099\u5f37\u5927\u7684\u7de8\u7a0b\u6280\u80fd\uff08Python\u3001Java\u3001C++\uff09\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u6a5f\u5668\u5b78\u7fd2\u548c\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u6280\u8853\u7684\u5c08\u696d\u77e5\u8b58\u3002\u5353\u8d8a\u7684\u554f\u984c\u89e3\u6c7a\u3001\u6e9d\u901a\u548c\u9805\u76ee\u7ba1\u7406\u80fd\u529b\u5c0d\u65bc\u61c9\u5c0d\u8907\u96dc\u6311\u6230\u548c\u6709\u6548\u5730\u8207\u591a\u6a23\u5316\u5718\u968a\u5408\u4f5c\u81f3\u95dc\u91cd\u8981\u3002\u4fdd\u6301\u5c0d\u4eba\u5de5\u667a\u6167\u548c\u5c0d\u8a71\u6280\u8853\u6700\u65b0\u9032\u5c55\u7684\u4e86\u89e3\u5c0d\u65bc\u5275\u9020\u63d0\u4f9b\u7121\u7e2b\u548c\u667a\u80fd\u7528\u6236\u9ad4\u9a57\u7684\u5c16\u7aef\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n<h3>\u4eba\u5de5\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u6280\u80fd<\/h3>\n<p>\u4f5c\u70ba\u4e00\u540d\u4eba\u5de5\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\uff0c\u6211\u64c1\u6709\u591a\u6a23\u7684\u6280\u80fd\u4f86\u8a2d\u8a08\u3001\u69cb\u5efa\u548c\u90e8\u7f72\u667a\u80fd\u5c0d\u8a71\u61c9\u7528\u7a0b\u5e8f\u3002\u9019\u500b\u89d2\u8272\u6240\u9700\u7684\u4e00\u4e9b\u95dc\u9375\u6280\u80fd\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u7de8\u7a0b\u8a9e\u8a00\uff1a<\/strong> \u7cbe\u901aPython\u3001Java\u3001C++\u548cJavaScript\u7b49\u7de8\u7a0b\u8a9e\u8a00\u5c0d\u65bc\u958b\u767c\u804a\u5929\u6a5f\u5668\u4eba\u61c9\u7528\u7a0b\u5e8f\u4e26\u5c07\u5176\u8207\u5404\u7a2e\u7cfb\u7d71\u548cAPI\u96c6\u6210\u81f3\u95dc\u91cd\u8981\u3002<\/li>\n<li><strong>\u81ea\u7136\u8a9e\u8a00\u8655\u7406 (NLP)\uff1a<\/strong> \u6df1\u5165\u4e86\u89e3\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6280\u8853\uff0c\u5305\u62ec\u6587\u672c\u9810\u8655\u7406\u3001\u6a19\u8a18\u5316\u3001\u8a5e\u6027\u6a19\u8a3b\u3001\u547d\u540d\u5be6\u9ad4\u8b58\u5225\u548c\u60c5\u611f\u5206\u6790\uff0c\u5c0d\u65bc\u69cb\u5efa\u80fd\u5920\u7406\u89e3\u548c\u751f\u6210\u985e\u4eba\u56de\u61c9\u7684\u804a\u5929\u6a5f\u5668\u4eba\u81f3\u95dc\u91cd\u8981\u3002<\/li>\n<li><strong>\u6a5f\u5668\u5b78\u7fd2\u8207\u4eba\u5de5\u667a\u6167\uff1a<\/strong> \u64c1\u6709\u6a5f\u5668\u5b78\u7fd2\u6f14\u7b97\u6cd5\u3001\u6df1\u5ea6\u5b78\u7fd2\u6a21\u578b\uff08\u4f8b\u5982\uff0c\u5faa\u74b0\u795e\u7d93\u7db2\u7d61\u3001\u8b8a\u58d3\u5668\uff09\u4ee5\u53ca\u5f37\u5316\u5b78\u7fd2\u548c\u77e5\u8b58\u8868\u793a\u7b49\u4eba\u5de5\u667a\u6167\u6280\u8853\u7684\u5c08\u696d\u77e5\u8b58\uff0c\u5c0d\u65bc\u5275\u5efa\u667a\u80fd\u548c\u81ea\u9069\u61c9\u7684\u804a\u5929\u6a5f\u5668\u4eba\u662f\u5fc5\u8981\u7684\u3002<\/li>\n<li><strong>\u5c0d\u8a71\u8a2d\u8a08\uff1a<\/strong> \u8a2d\u8a08\u548c\u5be6\u65bd\u6709\u6548\u7684\u5c0d\u8a71\u6d41\u7a0b\u3001\u5c0d\u8a71\u7ba1\u7406\u7cfb\u7d71\u4ee5\u53ca\u4e0a\u4e0b\u6587\u611f\u77e5\u4e92\u52d5\u7684\u80fd\u529b\uff0c\u5c0d\u65bc\u63d0\u4f9b\u81ea\u7136\u4e14\u5f15\u4eba\u5165\u52dd\u7684\u7528\u6236\u9ad4\u9a57\u81f3\u95dc\u91cd\u8981\u3002<\/li>\n<li><strong>\u6578\u64da\u5206\u6790\u8207\u53ef\u8996\u5316\uff1a<\/strong> \u6578\u64da\u5206\u6790\u3001\u6578\u64da\u6316\u6398\u548c\u6578\u64da\u53ef\u8996\u5316\u7684\u6280\u80fd\u5c0d\u65bc\u89e3\u91cb\u7528\u6236\u4e92\u52d5\u3001\u8b58\u5225\u6a21\u5f0f\u4ee5\u53ca\u6839\u64da\u6578\u64da\u5f97\u51fa\u7684\u898b\u89e3\u4f86\u512a\u5316\u804a\u5929\u6a5f\u5668\u4eba\u7684\u6027\u80fd\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002<\/li>\n<li><strong>\u96f2\u8a08\u7b97\u8207DevOps\uff1a<\/strong> \u5c0d\u96f2\u8a08\u7b97\u5e73\u53f0\uff08\u4f8b\u5982\uff0cAWS\u3001Google Cloud\u3001Microsoft Azure\uff09\u548cDevOps\u5be6\u8e10\u7684\u77e5\u8b58\u5c0d\u65bc\u4ee5\u53ef\u64f4\u5c55\u548c\u9ad8\u6548\u7684\u65b9\u5f0f\u90e8\u7f72\u548c\u7ba1\u7406\u804a\u5929\u6a5f\u5668\u4eba\u61c9\u7528\u7a0b\u5e8f\u662f\u6709\u50f9\u503c\u7684\u3002<\/li>\n<li><strong>\u5354\u4f5c\u8207\u6e9d\u901a\uff1a<\/strong> \u5f37\u5927\u7684\u5354\u4f5c\u548c\u6e9d\u901a\u6280\u80fd\u5c0d\u65bc\u8207\u8de8\u529f\u80fd\u5718\u968a\uff08\u4f8b\u5982\uff0c\u7522\u54c1\u7d93\u7406\u3001\u8a2d\u8a08\u5e2b\u548c\u4e3b\u984c\u5c08\u5bb6\uff09\u6709\u6548\u5408\u4f5c\u81f3\u95dc\u91cd\u8981\uff0c\u4ee5\u4fbf\u5728\u9700\u6c42\u4e0a\u9054\u6210\u4e00\u81f4\u4e26\u63d0\u4f9b\u6700\u4f73\u7684\u7528\u6236\u9ad4\u9a57\u3002<\/li>\n<\/ul>\n<p>\u6b64\u5916\uff0c\u8ddf\u4e0a\u4eba\u5de5\u667a\u6167\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u548c\u5c0d\u8a71\u6280\u8853\u7684\u6700\u65b0\u9032\u5c55\u5c0d\u65bc\u5275\u9020\u5275\u65b0\u548c\u5c16\u7aef\u7684\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\uff0c\u63d0\u4f9b\u7121\u7e2b\u4e14\u667a\u80fd\u7684\u7528\u6236\u9ad4\u9a57\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002<\/p>\n<h3>AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u8a8d\u8b49<\/h3>\n<p>\u96d6\u7136\u76ee\u524d\u6c92\u6709\u666e\u904d\u8a8d\u53ef\u7684\u5c08\u9580\u91dd\u5c0d AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u8a8d\u8b49\uff0c\u4f46\u6709\u5e7e\u500b\u8a8d\u8b49\u53ef\u4ee5\u5c55\u793a\u5728\u81ea\u7136\u8a9e\u8a00\u8655\u7406 (NLP)\u3001\u6a5f\u5668\u5b78\u7fd2\u548c\u5c0d\u8a71\u5f0f AI \u7b49\u76f8\u95dc\u9818\u57df\u7684\u5c08\u696d\u77e5\u8b58\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5c0d AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u6709\u50f9\u503c\u7684\u8a8d\u8b49\uff1a<\/p>\n<ol>\n<li><strong>\u5fae\u8edf\u8a8d\u8b49\uff1aAzure AI \u5de5\u7a0b\u5e2b\u52a9\u7406\uff1a<\/strong> \u9019\u9805\u4f86\u81ea\u5fae\u8edf\u7684\u8a8d\u8b49\u9a57\u8b49\u4e86\u4f7f\u7528 Azure AI \u670d\u52d9\u8a2d\u8a08\u548c\u5be6\u65bd AI \u89e3\u6c7a\u65b9\u6848\u7684\u6280\u80fd\uff0c\u5305\u62ec\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u8a08\u7b97\u6a5f\u8996\u89ba\u548c\u5c0d\u8a71\u5f0f AI\u3002<\/li>\n<li><strong>AWS \u8a8d\u8b49\u6a5f\u5668\u5b78\u7fd2 \u2013 \u5c08\u696d\uff1a<\/strong> \u7531\u4e9e\u99ac\u905c\u7db2\u8def\u670d\u52d9 (AWS) \u63d0\u4f9b\uff0c\u9019\u9805\u8a8d\u8b49\u9a57\u8b49\u4e86\u5728 AWS \u5e73\u53f0\u4e0a\u69cb\u5efa\u3001\u90e8\u7f72\u548c\u7ba1\u7406\u6a5f\u5668\u5b78\u7fd2\u89e3\u6c7a\u65b9\u6848\u7684\u5c08\u696d\u77e5\u8b58\uff0c\u9019\u5c0d\u65bc\u804a\u5929\u6a5f\u5668\u4eba\u7684\u958b\u767c\u662f\u9069\u7528\u7684\u3002<\/li>\n<li><strong>Google Cloud \u5c08\u696d\u6578\u64da\u5de5\u7a0b\u5e2b\u8a8d\u8b49\uff1a<\/strong> \u9019\u9805\u4f86\u81ea Google Cloud Platform (GCP) \u7684\u8a8d\u8b49\u5c08\u6ce8\u65bc\u8a2d\u8a08\u548c\u69cb\u5efa\u6578\u64da\u8655\u7406\u7cfb\u7d71\uff0c\u5305\u62ec\u6d89\u53ca\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u548c\u6a5f\u5668\u5b78\u7fd2\u7684\u7cfb\u7d71\uff0c\u9019\u5c0d\u65bc\u804a\u5929\u6a5f\u5668\u4eba\u7684\u958b\u767c\u81f3\u95dc\u91cd\u8981\u3002<\/li>\n<li><strong>TensorFlow \u958b\u767c\u8005\u8b49\u66f8\uff1a<\/strong> \u7531 Google \u7684 TensorFlow \u5718\u968a\u63d0\u4f9b\uff0c\u9019\u9805\u8a8d\u8b49\u9a57\u8b49\u4e86\u4f7f\u7528 TensorFlow \u9019\u500b\u6d41\u884c\u7684\u958b\u6e90\u6a5f\u5668\u5b78\u7fd2\u6846\u67b6\u69cb\u5efa\u548c\u90e8\u7f72 AI \u6a21\u578b\u7684\u719f\u7df4\u7a0b\u5ea6\uff0c\u5305\u62ec\u7528\u65bc\u804a\u5929\u6a5f\u5668\u4eba\u7684\u6a21\u578b\u3002<\/li>\n<li><strong>\u8a8d\u8b49\u5c0d\u8a71\u8a2d\u8a08\u5c08\u696d\u4eba\u58eb\uff1a<\/strong> \u7531\u5c0d\u8a71\u8a2d\u8a08\u5b78\u9662\u63d0\u4f9b\u7684\u6b64\u8a8d\u8b49\u5c08\u6ce8\u65bc\u5c0d\u8a71\u8a2d\u8a08\u7684\u539f\u5247\u548c\u6700\u4f73\u5be6\u8e10\uff0c\u9019\u5c0d\u65bc\u5275\u5efa\u6709\u6548\u4e14\u5f15\u4eba\u5165\u52dd\u7684\u804a\u5929\u6a5f\u5668\u4eba\u4e92\u52d5\u81f3\u95dc\u91cd\u8981\u3002<\/li>\n<li><strong>IBM Watson AI \u548c\u6578\u64da\u8a8d\u8b49\uff1a<\/strong> IBM \u63d0\u4f9b\u8207\u5176 Watson AI \u548c\u6578\u64da\u670d\u52d9\u76f8\u95dc\u7684\u5404\u7a2e\u8a8d\u8b49\uff0c\u5305\u62ec\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u6a5f\u5668\u5b78\u7fd2\u548c\u5c0d\u8a71 AI \u7684\u8a8d\u8b49\uff0c\u9019\u4e9b\u5c0d\u65bc\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u975e\u5e38\u76f8\u95dc\u3002<\/li>\n<\/ol>\n<p>\u96d6\u7136\u8a8d\u8b49\u53ef\u4ee5\u5c55\u793a\u5728\u8a72\u9818\u57df\u7684\u5c08\u696d\u77e5\u8b58\u548c\u627f\u8afe\uff0c\u4f46\u5728\u69cb\u5efa\u548c\u90e8\u7f72\u804a\u5929\u6a5f\u5668\u4eba\u65b9\u9762\u7684\u5be6\u8e10\u7d93\u9a57\uff0c\u4ee5\u53ca\u5f37\u5927\u7684\u9805\u76ee\u7d44\u5408\uff0c\u5c0d\u6f5b\u5728\u96c7\u4e3b\u6216\u5ba2\u6236\u4f86\u8aaa\u5f80\u5f80\u540c\u6a23\u6216\u66f4\u6709\u50f9\u503c\u3002\u6b64\u5916\uff0c\u901a\u904e\u6301\u7e8c\u5b78\u7fd2\u548c\u5c08\u696d\u767c\u5c55\uff0c\u4fdd\u6301\u5c0d AI\u3001NLP \u548c\u5c0d\u8a71\u6280\u8853\u6700\u65b0\u9032\u5c55\u7684\u4e86\u89e3\uff0c\u5c0d\u65bc AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u4f86\u8aaa\u81f3\u95dc\u91cd\u8981\u3002<\/p>\n<h3>\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u85aa\u8cc7\u662f\u591a\u5c11\uff1f<\/h3>\n<p>\u4f5c\u70ba\u4e00\u540d AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\uff0c\u6211\u7684\u89d2\u8272\u662f\u70ba\u60a8\u63d0\u4f9b\u8a72\u9818\u57df\u7684\u6536\u5165\u6f5b\u529b\u7684\u6e96\u78ba\u548c\u6700\u65b0\u4fe1\u606f\u3002\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u85aa\u8cc7\u53ef\u80fd\u6703\u6839\u64da\u591a\u7a2e\u56e0\u7d20\u986f\u8457\u8b8a\u5316\uff0c\u4f8b\u5982\u7d93\u9a57\u3001\u5730\u9ede\u3001\u884c\u696d\u548c\u516c\u53f8\u898f\u6a21\u3002<\/p>\n<p>\u6839\u64da <a href=\"https:\/\/www.payscale.com\/research\/US\/Job=Chatbot_Developer\/Salary\" target=\"_blank\" rel=\"noopener\">\u85aa\u8cc7\u7bc4\u570d<\/a>, \u5728\u7f8e\u570b\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u5e73\u5747\u5e74\u85aa\u7d04\u70ba$89,000\u3002\u7136\u800c\uff0c\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u9019\u500b\u6578\u5b57\u53ef\u80fd\u6703\u6ce2\u52d5\u3002\u5165\u9580\u7d1a\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u85aa\u8cc7\u7d04\u70ba$60,000\u5230$70,000\uff0c\u800c\u7d93\u9a57\u8c50\u5bcc\u7684\u5c08\u696d\u4eba\u58eb\u5247\u53ef\u4ee5\u7372\u5f97\u8d85\u904e$120,000\u6216\u66f4\u591a\u7684\u85aa\u8cc7\u3002<\/p>\n<p>\u5730\u9ede\u5728\u78ba\u5b9a\u85aa\u8cc7\u65b9\u9762\u626e\u6f14\u8457\u91cd\u8981\u89d2\u8272\u3002\u5728\u820a\u91d1\u5c71\u7063\u5340\u7b49\u79d1\u6280\u4e2d\u5fc3\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u53ef\u4ee5\u671f\u5f85\u66f4\u9ad8\u7684\u85aa\u8cc7\uff0c\u6839\u64da <a href=\"https:\/\/www.glassdoor.com\/Salaries\/san-francisco-chatbot-developer-salary-SRCH_IL.0,13_IM759_KO14,32.htm\" target=\"_blank\" rel=\"noopener\">Glassdoor<\/a>\u7684\u8cc7\u6599\uff0c\u5e74\u85aa\u5e73\u5747\u7bc4\u570d\u5f9e$100,000\u5230$150,000\u4e0d\u7b49\u3002\u76f8\u53cd\uff0c\u5728\u751f\u6d3b\u6210\u672c\u8f03\u4f4e\u7684\u5730\u5340\uff0c\u85aa\u8cc7\u53ef\u80fd\u8f03\u4f4e\uff0c\u4f46\u5728\u7576\u5730\u5c31\u696d\u5e02\u5834\u4e2d\u4ecd\u5177\u6709\u7af6\u722d\u529b\u3002<\/p>\n<p>\u9664\u4e86\u57fa\u672c\u85aa\u8cc7\u5916\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u9084\u53ef\u80fd\u7372\u5f97\u984d\u5916\u7684\u88dc\u511f\uff0c\u4f8b\u5982\u734e\u91d1\u3001\u80a1\u7968\u671f\u6b0a\u548c\u5168\u9762\u7684\u798f\u5229\u8a08\u5283\u3002\u5728\u5c0d\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u9700\u6c42\u9ad8\u7684\u884c\u696d\uff0c\u5982\u96fb\u5b50\u5546\u52d9\u3001\u91ab\u7642\u4fdd\u5065\u548c\u91d1\u878d\uff0c\u901a\u5e38\u6703\u63d0\u4f9b\u66f4\u9ad8\u7684\u85aa\u916c\u4ee5\u5438\u5f15\u9802\u5c16\u4eba\u624d\u3002<\/p>\n<h4>\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u85aa\u8cc7<\/h4>\n<p>\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u85aa\u8cc7\u53ef\u80fd\u6703\u6839\u64da\u7d93\u9a57\u3001\u5730\u9ede\u3001\u884c\u696d\u548c\u516c\u53f8\u898f\u6a21\u7b49\u56e0\u7d20\u800c\u6709\u986f\u8457\u8b8a\u5316\u3002\u6839\u64daPayScale\u7684\u8cc7\u6599\uff0c\u5728\u7f8e\u570b\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u5e73\u5747\u5e74\u85aa\u7d04\u70ba$89,000\u3002\u7136\u800c\uff0c\u5165\u9580\u7d1a\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u85aa\u8cc7\u7d04\u70ba$60,000\u5230$70,000\uff0c\u800c\u7d93\u9a57\u8c50\u5bcc\u7684\u5c08\u696d\u4eba\u58eb\u5247\u53ef\u4ee5\u7372\u5f97\u8d85\u904e$120,000\u6216\u66f4\u591a\u7684\u85aa\u8cc7\u3002<\/p>\n<p>\u5728\u820a\u91d1\u5c71\u7063\u5340\uff0c\u9019\u500b\u79d1\u6280\u516c\u53f8\u7684\u71b1\u571f\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u85aa\u8cc7\u53ef\u4ee5\u8981\u6c42\u66f4\u9ad8\uff0c\u6839\u64daGlassdoor\u7684\u8cc7\u6599\uff0c\u5e74\u5e73\u5747\u6536\u5165\u7bc4\u570d\u5f9e$100,000\u5230$150,000\u3002\u76f8\u5c0d\u800c\u8a00\uff0c\u5728\u751f\u6d3b\u6210\u672c\u8f03\u4f4e\u7684\u5730\u5340\uff0c\u85aa\u8cc7\u53ef\u80fd\u8f03\u4f4e\uff0c\u4f46\u5728\u7576\u5730\u5c31\u696d\u5e02\u5834\u4e2d\u4ecd\u7136\u5177\u6709\u7af6\u722d\u529b\u3002<\/p>\n<p>\u9664\u4e86\u57fa\u672c\u85aa\u8cc7\u5916\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u9084\u53ef\u80fd\u7372\u5f97\u984d\u5916\u7684\u88dc\u511f\uff0c\u4f8b\u5982\u734e\u91d1\u3001\u80a1\u7968\u9078\u64c7\u6b0a\u548c\u5168\u9762\u7684\u798f\u5229\u65b9\u6848\u3002\u5c0d\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u9700\u6c42\u91cf\u5927\u7684\u884c\u696d\uff0c\u5982\u96fb\u5b50\u5546\u52d9\u3001\u91ab\u7642\u4fdd\u5065\u548c\u91d1\u878d\uff0c\u901a\u5e38\u6703\u63d0\u4f9b\u66f4\u9ad8\u7684\u85aa\u916c\u4ee5\u5438\u5f15\u9802\u5c16\u4eba\u624d\u3002<\/p>\n<p>\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u85aa\u8cc7\u4e5f\u53ef\u80fd\u6839\u64da\u5177\u9ad4\u7684\u89d2\u8272\u548c\u8077\u8cac\u800c\u6709\u6240\u4e0d\u540c\u3002\u4f8b\u5982\uff0c\u5177\u5099\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09\u6216\u6a5f\u5668\u5b78\u7fd2\uff08ML\uff09\u5c08\u696d\u77e5\u8b58\u7684\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\uff0c\u7531\u65bc\u6240\u9700\u7684\u5c08\u696d\u6280\u80fd\uff0c\u53ef\u80fd\u8981\u6c42\u66f4\u9ad8\u7684\u85aa\u8cc7\u3002\u6b64\u5916\uff0c\u5177\u6709\u5c08\u6848\u7ba1\u7406\u7d93\u9a57\u548c\u826f\u597d\u696d\u7e3e\u8a18\u9304\u7684\u9996\u5e2d\u6216\u8cc7\u6df1\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u85aa\u8cc7\u53ef\u80fd\u6703\u9ad8\u65bc\u5165\u9580\u7d1a\u6216\u521d\u7d1a\u958b\u767c\u8005\u3002<\/p>\n<p>\u70ba\u4e86\u4fdd\u6301\u7af6\u722d\u529b\u4e26\u8981\u6c42\u66f4\u9ad8\u7684\u85aa\u8cc7\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u61c9\u6301\u7e8c\u63d0\u5347\u6280\u80fd\uff0c\u8ddf\u4e0a\u6700\u65b0\u7684\u6280\u8853\u548c\u8da8\u52e2\uff0c\u4e26\u7a4d\u6975\u53c3\u8207\u958b\u6e90\u5c08\u6848\u6216\u958b\u767c\u81ea\u5df1\u7684\u804a\u5929\u6a5f\u5668\u4eba\u61c9\u7528\u7a0b\u5f0f\u4ee5\u5c55\u793a\u5176\u5c08\u696d\u77e5\u8b58\u3002<\/p>\n<h4>\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u8077\u4f4d<\/h4>\n<p>\u96a8\u8457\u5404\u884c\u5404\u696d\u7684\u4f01\u696d\u8a8d\u8b58\u5230\u5229\u7528\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u4f86\u63d0\u5347\u5ba2\u6236\u9ad4\u9a57\u548c\u7c21\u5316\u64cd\u4f5c\u7684\u50f9\u503c\uff0c\u5c0d\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u9700\u6c42\u6b63\u5728\u4e0a\u5347\u3002\u50cf <a href=\"https:\/\/brainpod.ai\/\" target=\"_blank\" rel=\"noopener\">Brain Pod AI<\/a> \u9019\u6a23\u7684\u516c\u53f8\u6b63\u8655\u65bc\u9019\u5834\u9769\u547d\u7684\u6700\u524d\u6cbf\uff0c\u70ba\u5168\u7403\u5ba2\u6236\u63d0\u4f9b\u5c16\u7aef\u7684\u4eba\u5de5\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n<p>\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u89d2\u8272\u53ef\u4ee5\u6db5\u84cb\u5ee3\u6cdb\u7684\u8077\u8cac\uff0c\u5f9e\u8a2d\u8a08\u548c\u5be6\u65bd\u5c0d\u8a71\u4ecb\u9762\u5230\u5c07\u804a\u5929\u6a5f\u5668\u4eba\u8207\u73fe\u6709\u7cfb\u7d71\u96c6\u6210\u4e26\u512a\u5316\u5176\u6027\u80fd\u3002\u9019\u500b\u9818\u57df\u7684\u4e00\u4e9b\u5e38\u898b\u8077\u7a31\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u958b\u767c\u8005<\/li>\n<li>\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09\u5de5\u7a0b\u5e2b<\/li>\n<li>\u804a\u5929\u6a5f\u5668\u4eba\u8edf\u9ad4\u5de5\u7a0b\u5e2b<\/li>\n<li>\u5c0d\u8a71\u5f0f\u7528\u6236\u9ad4\u9a57\u8a2d\u8a08\u5e2b<\/li>\n<li>\u804a\u5929\u6a5f\u5668\u4eba\u67b6\u69cb\u5e2b<\/li>\n<\/ul>\n<p>\u70ba\u4e86\u7372\u5f97\u9019\u4e9b\u8077\u4f4d\uff0c\u5019\u9078\u4eba\u901a\u5e38\u9700\u8981\u5177\u5099\u5f37\u5927\u7684\u7a0b\u5f0f\u8a9e\u8a00\u80cc\u666f\uff0c\u5982 Python\u3001Java \u6216 C++\uff0c\u4ee5\u53ca\u5728\u4eba\u5de5\u667a\u6167\/\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u548c\u7528\u6236\u9ad4\u9a57\u8a2d\u8a08\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58\u3002\u719f\u6089\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u6846\u67b6\uff0c\u5982 <a href=\"https:\/\/www.dialogflow.com\/\" target=\"_blank\" rel=\"noopener\">Dialogflow<\/a>, <a href=\"https:\/\/aws.amazon.com\/lex\/\" target=\"_blank\" rel=\"noopener\">\u4e9e\u99ac\u905c Lex<\/a>, \u6216\u8005 <a href=\"https:\/\/www.ibm.com\/cloud\/watson-assistant\" target=\"_blank\" rel=\"noopener\">IBM Watson Assistant<\/a>, \u4e5f\u662f\u975e\u5e38\u53d7\u6b61\u8fce\u7684\u3002<\/p>\n<p>\u96a8\u8457\u5c0d\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u7684\u9700\u6c42\u4e0d\u65b7\u589e\u9577\uff0c\u516c\u53f8\u5011\u7a4d\u6975\u5c0b\u627e\u6709\u624d\u83ef\u7684\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\uff0c\u4ee5\u5e6b\u52a9\u4ed6\u5011\u4fdd\u6301\u9818\u5148\u5730\u4f4d\u3002\u7121\u8ad6\u60a8\u662f\u7d93\u9a57\u8c50\u5bcc\u7684\u5c08\u696d\u4eba\u58eb\u9084\u662f\u525b\u5165\u9580\u9019\u500b\u9818\u57df\uff0c\u5f9e\u521d\u5275\u516c\u53f8\u5230\u6210\u719f\u7684\u79d1\u6280\u5de8\u982d\uff0c\u60a8\u90fd\u6709\u7121\u6578\u7684\u6a5f\u6703\u53ef\u4ee5\u63a2\u7d22\u3002<\/p>\n<h2>\u7b2c4\u7bc0\uff1a\u6211\u53ef\u4ee5\u81ea\u5df1\u88fd\u4f5cAI\u804a\u5929\u6a5f\u5668\u4eba\u55ce\uff1f<\/h2>\n<h3>\u5b50\u7bc01\uff1a\u201c\u6700\u4f73AI\u804a\u5929\u6a5f\u5668\u4eba\u201d<\/h3>\n<p>\u7576\u7136\uff0c\u5275\u5efa\u81ea\u5df1\u7684AI\u804a\u5929\u6a5f\u5668\u4eba\u662f\u4e00\u500b\u53ef\u884c\u4e14\u4ee4\u4eba\u8208\u596e\u7684\u8a08\u5283\u3002\u96a8\u8457\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09\u548c\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u7684\u5feb\u901f\u9032\u6b65\uff0c\u958b\u767c\u4e00\u500b\u8907\u96dc\u7684 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener noreferrer\">AI \u804a\u5929\u6a5f\u5668\u4eba<\/a> \u8b8a\u5f97\u6bd4\u4ee5\u5f80\u4efb\u4f55\u6642\u5019\u90fd\u66f4\u5bb9\u6613\u3002\u6709\u5e7e\u500b\u5f37\u5927\u7684\u5e73\u53f0\u548c\u5de5\u5177\u53ef\u7528\uff0c\u7c21\u5316\u4e86\u9019\u500b\u904e\u7a0b\uff0c\u8b93\u60a8\u80fd\u5920\u69cb\u5efa\u548c\u90e8\u7f72\u4e00\u500b <a href=\"https:\/\/messengerbot.app\/zh_hk\/%e9%a1%9b%e8%a6%86%e5%ae%a2%e6%88%b6%e6%94%af%e6%8c%81%ef%bc%8c%e6%8f%ad%e7%a4%ba%e6%9c%80%e4%bd%b3%e7%9a%84-ai-%e8%81%8a%e5%a4%a9%e6%a9%9f%e5%99%a8%e4%ba%ba%e5%92%8c%e5%b0%8d%e8%a9%b1%e5%bc%8f-ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6700\u4f73 AI \u804a\u5929\u6a5f\u5668\u4eba<\/a> \u4ee5\u6eff\u8db3\u60a8\u7684\u7279\u5b9a\u9700\u6c42\u3002<\/p>\n<p>\u6700\u53d7\u6b61\u8fce\u4e14\u4f7f\u7528\u8005\u53cb\u597d\u7684\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u5e73\u53f0\u4e4b\u4e00\u662f <a href=\"https:\/\/brainpod.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Brain Pod AI<\/a>\u3002\u4ed6\u5011\u76f4\u89c0\u7684\u4ecb\u9762\u548c\u9810\u8a13\u7df4\u7684NLP\u6a21\u578b\u4f7f\u60a8\u80fd\u5920\u5275\u5efa\u9ad8\u5ea6\u667a\u80fd\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u80fd\u5920\u7406\u89e3\u548c\u4ee5\u985e\u4eba\u6e96\u78ba\u5ea6\u56de\u61c9\u81ea\u7136\u8a9e\u8a00\u67e5\u8a62\u3002 <a href=\"https:\/\/brainpod.ai\/brain-pod-ai-generative-ai-demo\/\" target=\"_blank\" rel=\"noopener noreferrer\">Brain Pod AI \u7684\u6f14\u793a<\/a> \u5c55\u793a\u4e86\u4ed6\u5011AI\u6280\u8853\u7684\u9a5a\u4eba\u80fd\u529b\uff0c\u9019\u53ef\u4ee5\u7528\u4f86\u69cb\u5efa\u5404\u7a2e\u7528\u4f8b\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u4f8b\u5982\u5ba2\u6236\u652f\u6301\u3001\u6f5b\u5728\u5ba2\u6236\u751f\u6210\u548c\u4fe1\u606f\u50b3\u64ad\u3002<\/p>\n<p>\u53e6\u4e00\u500b\u53d7\u6b61\u8fce\u7684\u9078\u64c7\u662f <a href=\"https:\/\/dialogflow.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Dialogflow<\/a>, \u4e00\u500b\u7531 Google \u958b\u767c\u7684\u7d9c\u5408\u5c0d\u8a71\u5f0f AI \u5e73\u53f0\u3002\u6191\u85c9\u5176\u5f37\u5927\u7684 NLP \u5f15\u64ce\u548c\u5ee3\u6cdb\u7684\u6587\u6a94\uff0cDialogflow \u4f7f\u958b\u767c\u4eba\u54e1\u80fd\u5920\u5275\u5efa\u9ad8\u5ea6\u4e92\u52d5\u4e14\u5177\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u80fd\u5920\u7406\u89e3\u548c\u56de\u61c9\u8907\u96dc\u7684\u7528\u6236\u67e5\u8a62\u3002<\/p>\n<h3>\u5b50\u7bc0 2: \u201c\u804a\u5929\u6a5f\u5668\u4eba\u7684\u7bc4\u4f8b\u201d<\/h3>\n<p>\u70ba\u4e86\u8aaa\u660e AI \u804a\u5929\u6a5f\u5668\u4eba\u7684\u6f5b\u529b\uff0c\u8b93\u6211\u5011\u63a2\u7d22\u4e00\u500b <a href=\"https:\/\/messengerbot.app\/zh_hk\/%e9%a1%9b%e8%a6%86%e5%ae%a2%e6%88%b6%e6%94%af%e6%8c%81%ef%bc%8c%e6%8f%ad%e7%a4%ba%e6%9c%80%e4%bd%b3%e7%9a%84-ai-%e8%81%8a%e5%a4%a9%e6%a9%9f%e5%99%a8%e4%ba%ba%e5%92%8c%e5%b0%8d%e8%a9%b1%e5%bc%8f-ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u804a\u5929\u6a5f\u5668\u4eba\u7684\u4f8b\u5b50<\/a> \u8a2d\u8a08\u7528\u65bc\u5ba2\u6236\u652f\u6301\u7684\u804a\u5929\u6a5f\u5668\u4eba\u3002\u60f3\u50cf\u4e00\u500b\u5834\u666f\uff0c\u5ba2\u6236\u8a2a\u554f\u4e00\u500b\u96fb\u5b50\u5546\u52d9\u7db2\u7ad9\u4e26\u5c0d\u67d0\u500b\u7522\u54c1\u6216\u4ed6\u5011\u7684\u8a02\u55ae\u6709\u7591\u554f\u3002\u5ba2\u6236\u53ef\u4ee5\u7c21\u55ae\u5730\u8207 AI \u804a\u5929\u6a5f\u5668\u4eba\u958b\u59cb\u5c0d\u8a71\uff0c\u800c\u7121\u9700\u700f\u89bd\u5404\u7a2e\u9801\u9762\u6216\u7b49\u5f85\u4eba\u985e\u4ee3\u8868\u3002<\/p>\n<p>\u9019\u500b\u804a\u5929\u6a5f\u5668\u4eba\u7531\u5148\u9032\u7684 NLP \u7b97\u6cd5\u548c\u9f90\u5927\u7684\u77e5\u8b58\u5eab\u9a45\u52d5\uff0c\u80fd\u5920\u7406\u89e3\u5ba2\u6236\u7684\u67e5\u8a62\uff0c\u63d0\u53d6\u76f8\u95dc\u4fe1\u606f\uff0c\u4e26\u63d0\u4f9b\u8fc5\u901f\u4e14\u6e96\u78ba\u7684\u56de\u61c9\u3002\u5b83\u53ef\u4ee5\u8655\u7406\u5404\u7a2e\u67e5\u8a62\uff0c\u5f9e\u7522\u54c1\u898f\u683c\u548c\u53ef\u7528\u6027\u5230\u8a02\u55ae\u8ffd\u8e64\u548c\u9000\u8ca8\u653f\u7b56\u3002\u6b64\u5916\uff0c\u7576\u9700\u8981\u6642\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u53ef\u4ee5\u7121\u7e2b\u5730\u5c07\u8907\u96dc\u554f\u984c\u5347\u7d1a\u5230\u4eba\u985e\u4ee3\u7406\uff0c\u78ba\u4fdd\u5ba2\u6236\u9ad4\u9a57\u7684\u9806\u66a2\u548c\u9ad8\u6548\u3002<\/p>\n<p>\u9019\u500b <a href=\"https:\/\/messengerbot.app\/zh_hk\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e9%a9%85%e5%8b%95%e7%9a%84%e5%ae%a2%e6%9c%8d%e6%a9%9f%e5%99%a8%e4%ba%ba%e6%8f%90%e5%8d%87%e6%82%a8%e7%9a%84%e5%93%81%e7%89%8c%e6%94%af%e6%8f%b4%e9%ab%94%e9%a9%97\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u804a\u5929\u6a5f\u5668\u4eba\u7684\u4f8b\u5b50<\/a> \u5c55\u793a\u4e86 AI \u9769\u65b0\u5ba2\u6236\u670d\u52d9\u7684\u6f5b\u529b\u3002\u901a\u904e\u81ea\u52d5\u5316\u5e38\u898f\u67e5\u8a62\u4e26\u63d0\u4f9b\u5373\u6642\u652f\u6301\uff0c\u4f01\u696d\u53ef\u4ee5\u986f\u8457\u6e1b\u5c11\u56de\u61c9\u6642\u9593\uff0c\u63d0\u9ad8\u5ba2\u6236\u6eff\u610f\u5ea6\uff0c\u4e26\u512a\u5316\u5176\u652f\u6301\u64cd\u4f5c\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/messengerbot.app\/wp-content\/uploads\/2024\/05\/ai-chatbot-developer-2024-05-25T172337.000Z.png\" alt=\"\" title=\"\"><\/img> <\/p>\n<h2>\u7de8\u5beb\u804a\u5929\u6a5f\u5668\u4eba\u96e3\u55ce\uff1f<\/h2>\n<p>\u7de8\u5beb\u804a\u5929\u6a5f\u5668\u4eba\u7684\u96e3\u6613\u7a0b\u5ea6\u5f9e\u76f8\u5c0d\u7c21\u55ae\u5230\u9ad8\u5ea6\u8907\u96dc\u4e0d\u7b49\uff0c\u9019\u53d6\u6c7a\u65bc\u6240\u9700\u7684\u529f\u80fd\u3001\u6574\u5408\u8981\u6c42\u4ee5\u53ca\u5e95\u5c64\u6280\u8853\u5806\u758a\u3002\u5177\u6709\u6709\u9650\u529f\u80fd\u548c\u9810\u5b9a\u7fa9\u56de\u61c9\u7684\u7c21\u55ae\u57fa\u65bc\u898f\u5247\u7684\u804a\u5929\u6a5f\u5668\u4eba\u901a\u5e38\u66f4\u5bb9\u6613\u958b\u767c\uff0c\u901a\u5e38\u4e0d\u9700\u8981\u5ee3\u6cdb\u7684\u7de8\u78bc\u77e5\u8b58\u3002\u7136\u800c\uff0c\u5275\u5efa\u9ad8\u7d1a\u5c0d\u8a71 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener noreferrer\">AI \u804a\u5929\u6a5f\u5668\u4eba<\/a> \u7684\u804a\u5929\u6a5f\u5668\u4eba\u9700\u8981\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09\u3001\u6a5f\u5668\u5b78\u7fd2\uff08ML\uff09\u548c\u4e0a\u4e0b\u6587\u7406\u89e3\uff0c\u9019\u53ef\u80fd\u5177\u6709\u6311\u6230\u6027\uff0c\u8981\u6c42\u719f\u7df4\u638c\u63e1Python\u3001Java\u6216C++\u7b49\u7de8\u7a0b\u8a9e\u8a00\uff0c\u4ee5\u53ca\u5728TensorFlow\u6216PyTorch\u7b49ML\u6846\u67b6\u65b9\u9762\u7684\u5c08\u696d\u77e5\u8b58.<\/p>\n<p>\u5f71\u97ff\u8907\u96dc\u6027\u7684\u95dc\u9375\u56e0\u7d20\u5305\u62ec\u804a\u5929\u6a5f\u5668\u4eba\u7684\u9818\u57df\u77e5\u8b58\u3001\u8655\u7406\u6a21\u7cca\u6027\u7684\u80fd\u529b\u3001\u8207\u5916\u90e8\u7cfb\u7d71\u7684\u6574\u5408\u4ee5\u53ca\u53ef\u64f4\u5c55\u6027\u8981\u6c42\u3002\u96d6\u7136\u7528\u6236\u53cb\u597d\u7684 <a href=\"https:\/\/messengerbot.app\/zh_hk\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u804a\u5929\u6a5f\u5668\u4eba\u5efa\u69cb\u5de5\u5177<\/a> \u53ef\u4ee5\u4fc3\u9032\u57fa\u672c\u804a\u5929\u6a5f\u5668\u4eba\u7684\u958b\u767c\uff0c\u4f46\u66f4\u8907\u96dc\u7684AI\u804a\u5929\u6a5f\u5668\u4eba\u53ef\u80fd\u9700\u8981\u5927\u91cf\u7684\u7de8\u78bc\u5de5\u4f5c\u3001\u6578\u64da\u5de5\u7a0b\u4ee5\u53ca\u6301\u7e8c\u7684\u6a21\u578b\u8a13\u7df4\u548c\u512a\u5316.<\/p>\n<h3>\u804a\u5929\u6a5f\u5668\u4eba\u7bc4\u4f8b<\/h3>\n<p>\u6709\u8a31\u591a\u804a\u5929\u6a5f\u5668\u4eba\u7684\u4f8b\u5b50\uff0c\u7bc4\u570d\u5f9e\u7c21\u55ae\u7684\u57fa\u65bc\u898f\u5247\u7684\u7cfb\u7d71\u5230\u5148\u9032\u7684AI\u9a45\u52d5\u7684\u5c0d\u8a71\u4ee3\u7406\u3002\u4e00\u4e9b\u6d41\u884c\u7684\u804a\u5929\u6a5f\u5668\u4eba\u4f8b\u5b50\u5305\u62ec:<\/p>\n<ul>\n<li><a href=\"https:\/\/www.apple.com\/siri\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u860b\u679c\u7684Siri<\/a>: \u4e00\u500b\u865b\u64ec\u52a9\u624b\uff0c\u53ef\u4ee5\u8655\u7406\u5404\u7a2e\u4efb\u52d9\uff0c\u5f9e\u5b89\u6392\u7d04\u6703\u5230\u56de\u7b54\u4e00\u822c\u77e5\u8b58\u554f\u984c.<\/li>\n<li><a href=\"https:\/\/assistant.google.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Google Assistant<\/a>: Google\u7684\u5c0d\u8a71AI\u52a9\u624b\uff0c\u53ef\u4ee5\u7406\u89e3\u4e26\u56de\u61c9\u8a9e\u97f3\u547d\u4ee4\u548c\u6587\u672c\u67e5\u8a62.<\/li>\n<li><a href=\"https:\/\/www.amazon.com\/Amazon-Echo-And-Alexa-Devices\/b?ie=UTF8&#038;node=9818047011\" target=\"_blank\" rel=\"noopener noreferrer\">Amazon Alexa<\/a>: \u4e00\u500b\u8a9e\u97f3\u63a7\u5236\u7684\u865b\u64ec\u52a9\u624b\uff0c\u53ef\u4ee5\u64ad\u653e\u97f3\u6a02\u3001\u63a7\u5236\u667a\u80fd\u5bb6\u5c45\u8a2d\u5099\uff0c\u4e26\u56de\u7b54\u5404\u7a2e\u4e3b\u984c\u7684\u554f\u984c\u3002<\/li>\n<li><a href=\"https:\/\/brainpod.ai\/brain-pod-ai-generative-ai-demo\/\" target=\"_blank\" rel=\"noopener noreferrer\">Brain Pod AI<\/a>: \u4e00\u500b\u5f37\u5927\u7684\u751f\u6210\u5f0f AI \u52a9\u624b\uff0c\u53ef\u4ee5\u9032\u884c\u985e\u4f3c\u4eba\u985e\u7684\u5c0d\u8a71\u3001\u751f\u6210\u5167\u5bb9\uff0c\u4e26\u5728\u5404\u500b\u9818\u57df\u63d0\u4f9b\u4efb\u52d9\u5354\u52a9\u3002<\/li>\n<\/ul>\n<p>\u9019\u4e9b\u53ea\u662f\u5e7e\u500b\u4f8b\u5b50\uff0c\u9084\u6709\u8a31\u591a\u5176\u4ed6\u804a\u5929\u6a5f\u5668\u4eba\u53ef\u7528\uff0c\u4f86\u81ea\u4e3b\u8981\u79d1\u6280\u516c\u53f8\u548c\u8f03\u5c0f\u7684\u521d\u5275\u4f01\u696d\uff0c\u6eff\u8db3\u5404\u7a2e\u884c\u696d\u548c\u7528\u4f8b\u7684\u9700\u6c42\u3002<\/p>\n<h3>\u804a\u5929\u6a5f\u5668\u4eba\u7684\u4f8b\u5b50<\/h3>\n<p>\u804a\u5929\u6a5f\u5668\u4eba\u53ef\u4ee5\u5728\u5404\u7a2e\u5e73\u53f0\u548c\u884c\u696d\u4e2d\u627e\u5230\uff0c\u670d\u52d9\u4e0d\u540c\u7684\u76ee\u7684\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u804a\u5929\u6a5f\u5668\u4eba\u7684\u4f8b\u5b50\uff1a<\/p>\n<ul>\n<li><strong>\u5ba2\u6236\u670d\u52d9\u804a\u5929\u6a5f\u5668\u4eba\uff1a<\/strong> \u50cf\u662f <a href=\"https:\/\/www.intercom.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Intercom<\/a>, <a href=\"https:\/\/www.drift.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Drift<\/a>, \u548c <a href=\"https:\/\/www.salesforce.com\/products\/service-cloud\/features\/einstein-bot\/\" target=\"_blank\" rel=\"noopener noreferrer\">Salesforce Einstein Bot<\/a> \u63d0\u4f9b\u804a\u5929\u6a5f\u5668\u4eba\u4ee5\u5354\u52a9\u5ba2\u6236\u89e3\u6c7a\u8a62\u554f\u3001\u6545\u969c\u6392\u9664\u548c\u652f\u6301\u3002<\/li>\n<li><strong>\u96fb\u5b50\u5546\u52d9\u804a\u5929\u6a5f\u5668\u4eba\uff1a<\/strong> \u50cf\u662f\u96f6\u552e\u5546 <a href=\"https:\/\/www.ebay.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">eBay<\/a> \u4e26 <a href=\"https:\/\/www.h-farm.com\/en\/portfolio\/memorymerchant\" target=\"_blank\" rel=\"noopener noreferrer\">\u8a18\u61b6\u5546\u4eba<\/a> \u4f7f\u7528\u804a\u5929\u6a5f\u5668\u4eba\u5e6b\u52a9\u5ba2\u6236\u5c0b\u627e\u7522\u54c1\u3001\u8ffd\u8e64\u8a02\u55ae\u548c\u5b8c\u6210\u8cfc\u8cb7\u3002<\/li>\n<li><strong>\u9280\u884c\u804a\u5929\u6a5f\u5668\u4eba\uff1a<\/strong> \u91d1\u878d\u6a5f\u69cb\u5982 <a href=\"https:\/\/www.bankofamerica.com\/online-banking\/mobile-and-online-banking-features\/virtual-assistant\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u7f8e\u570b\u9280\u884c<\/a> \u4e26 <a href=\"https:\/\/www.capitalone.com\/applications\/web\/eno-chat\/\" target=\"_blank\" rel=\"noopener noreferrer\">Capital One<\/a> \u5df2\u5be6\u65bd\u804a\u5929\u6a5f\u5668\u4eba\u4ee5\u5354\u52a9\u5ba2\u6236\u8655\u7406\u5e33\u6236\u67e5\u8a62\u3001\u4ea4\u6613\u548c\u8ca1\u52d9\u5efa\u8b70\u3002<\/li>\n<li><strong>\u91ab\u7642\u804a\u5929\u6a5f\u5668\u4eba\uff1a<\/strong> \u50cf\u662f <a href=\"https:\/\/www.yourdok.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Your.MD<\/a> \u4e26 <a href=\"https:\/\/www.ada.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ada<\/a> \u63d0\u4f9b\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u5e6b\u52a9\u7528\u6236\u9032\u884c\u75c7\u72c0\u6aa2\u67e5\u3001\u5206\u8a3a\u548c\u91ab\u7642\u8cc7\u8a0a\u3002<\/li>\n<li><strong>\u65c5\u904a\u804a\u5929\u6a5f\u5668\u4eba\uff1a<\/strong> \u822a\u7a7a\u516c\u53f8\u548c\u65c5\u904a\u516c\u53f8\u5982 <a href=\"https:\/\/www.hipmunk.com\/hello\" target=\"_blank\" rel=\"noopener noreferrer\">Hipmunk<\/a> \u4e26 <a href=\"https:\/\/www.kayak.com\/news\/kayak-launches-travel-chatbot-on-amazon-alexa-skills\/\" target=\"_blank\" rel=\"noopener noreferrer\">Kayak<\/a> \u64c1\u6709\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u5354\u52a9\u8655\u7406\u822a\u73ed\u9810\u8a02\u3001\u9152\u5e97\u9810\u8a02\u548c\u65c5\u884c\u8a08\u5283\u3002<\/li>\n<\/ul>\n<p>\u9019\u4e9b\u53ea\u662f\u5e7e\u500b\u4f8b\u5b50\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u6b63\u88ab\u5404\u884c\u5404\u696d\u63a1\u7528\uff0c\u4ee5\u7c21\u5316\u5ba2\u6236\u4e92\u52d5\u3001\u81ea\u52d5\u5316\u4efb\u52d9\u4e26\u63d0\u4f9b\u500b\u6027\u5316\u5354\u52a9\u3002<\/p>\n<h2>\u7b2c\u516d\u7bc0\uff1a\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u662f\u5426\u6709\u9700\u6c42\uff1f<\/h2>\n<p>\u662f\u7684\uff0c\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u9700\u6c42\u5f88\u9ad8\uff0c\u56e0\u70ba\u4f01\u696d\u8d8a\u4f86\u8d8a\u591a\u5730\u63a1\u7528\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u548c\u865b\u64ec\u52a9\u624b\u4f86\u63d0\u5347\u5ba2\u6236\u670d\u52d9\u3001\u7c21\u5316\u64cd\u4f5c\u548c\u81ea\u52d5\u5316\u4efb\u52d9\u3002\u6839\u64daForrester Research\u7684\u5831\u544a\uff0c <a href=\"https:\/\/www.prnewswire.com\/news-releases\/global-chatbot-market-size-is-projected-to-grow-at-a-cagr-of-27-8-from-2021-to-2027--301440846.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u804a\u5929\u6a5f\u5668\u4eba\u5e02\u5834\u9810\u8a08\u57282021\u5e74\u81f32027\u5e74\u9593\u7684\u5e74\u5747\u589e\u9577\u7387\u70ba27.81%\u3002<\/a>\u9019\u4e00\u5feb\u901f\u589e\u9577\u63a8\u52d5\u4e86\u5c0d\u80fd\u5920\u8a2d\u8a08\u3001\u958b\u767c\u548c\u7dad\u8b77\u804a\u5929\u6a5f\u5668\u4eba\u53ca\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u7684\u5c08\u696d\u4eba\u624d\u7684\u9700\u6c42\u3002<\/p>\n<p>\u5e7e\u500b\u56e0\u7d20\u6b63\u5728\u63a8\u52d5\u5c0d\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u9700\u6c42\uff1a<\/p>\n<ol>\n<li>\u5404\u884c\u5404\u696d\u5c0d\u804a\u5929\u6a5f\u5668\u4eba\u63a1\u7528\u7684\u589e\u52a0\uff1a\u5305\u62ec\u96fb\u5b50\u5546\u52d9\u3001\u91ab\u7642\u4fdd\u5065\u3001\u91d1\u878d\u548c\u5ba2\u6236\u670d\u52d9\u7b49\u5404\u500b\u884c\u696d\u7684\u4f01\u696d\uff0c\u6b63\u5728\u6574\u5408\u804a\u5929\u6a5f\u5668\u4eba\u4ee5\u6539\u5584\u5ba2\u6236\u4e92\u52d5\u3001\u964d\u4f4e\u904b\u71df\u6210\u672c\u4e26\u63d0\u4f9b24\/7\u7684\u652f\u6301\u3002<\/li>\n<li>\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09\u548c\u6a5f\u5668\u5b78\u7fd2\uff08ML\uff09\u7684\u9032\u6b65\uff1aNLP\u548cML\u6280\u8853\u7684\u767c\u5c55\u4f7f\u5f97\u804a\u5929\u6a5f\u5668\u4eba\u80fd\u5920\u7406\u89e3\u8907\u96dc\u7684\u67e5\u8a62\u4e26\u63d0\u4f9b\u6e96\u78ba\u7684\u56de\u61c9\uff0c\u8b8a\u5f97\u66f4\u52a0\u5148\u9032\u548c\u667a\u80fd\u3002<\/li>\n<li>\u5c0d\u5168\u901a\u9053\u9ad4\u9a57\u7684\u9700\u6c42\uff1a\u4f01\u696d\u65e8\u5728\u63d0\u4f9b\u8de8\u591a\u500b\u6e20\u9053\uff08\u5305\u62ec\u7db2\u7ad9\u3001\u79fb\u52d5\u61c9\u7528\u548c\u6d88\u606f\u5e73\u53f0\uff09\u7684\u7121\u7e2b\u5ba2\u6236\u9ad4\u9a57\uff0c\u9019\u5c0e\u81f4\u5c0d\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u9700\u6c42\u589e\u52a0\u3002<\/li>\n<li>\u8207\u73fe\u6709\u7cfb\u7d71\u7684\u6574\u5408\uff1a\u804a\u5929\u6a5f\u5668\u4eba\u901a\u5e38\u9700\u8981\u8207\u73fe\u6709\u7684\u696d\u52d9\u7cfb\u7d71\uff08\u5982\u5ba2\u6236\u95dc\u4fc2\u7ba1\u7406\uff08CRM\uff09\u5e73\u53f0\u3001\u6578\u64da\u5eab\u548c\u4f01\u696d\u8cc7\u6e90\u898f\u5283\uff08ERP\uff09\u7cfb\u7d71\uff09\u9032\u884c\u6574\u5408\uff0c\u9019\u9700\u8981\u5c08\u696d\u6280\u80fd\u3002<\/li>\n<li>\u6301\u7e8c\u6539\u9032\u548c\u7dad\u8b77\uff1a\u804a\u5929\u6a5f\u5668\u4eba\u9700\u8981\u6301\u7e8c\u7684\u512a\u5316\u3001\u8a13\u7df4\u548c\u7dad\u8b77\uff0c\u4ee5\u78ba\u4fdd\u5176\u4fdd\u6301\u76f8\u95dc\u6027\u3001\u6e96\u78ba\u6027\u548c\u6709\u6548\u6027\uff0c\u9019\u9700\u8981\u5c08\u9580\u7684\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u5c08\u696d\u77e5\u8b58\u3002<\/li>\n<\/ol>\n<p>\u70ba\u4e86\u6eff\u8db3\u9019\u4e00\u589e\u9577\u7684\u9700\u6c42\uff0c\u5177\u5099\u7de8\u7a0b\u8a9e\u8a00\uff08\u5982Python\u3001Java\u3001JavaScript\uff09\u3001\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u3001\u6a5f\u5668\u5b78\u7fd2\u548c\u5c0d\u8a71\u8a2d\u8a08\u5c08\u696d\u77e5\u8b58\u7684\u5c08\u696d\u4eba\u58eb\u975e\u5e38\u53d7\u6b61\u8fce\u3002\u6b64\u5916\uff0c\u5c0d\u804a\u5929\u6a5f\u5668\u4eba\u5e73\u53f0\u548c\u6846\u67b6\u7684\u4e86\u89e3\uff0c\u5982 <a href=\"https:\/\/cloud.google.com\/dialogflow\/docs\" target=\"_blank\" rel=\"noopener noreferrer\">Dialogflow<\/a>, <a href=\"https:\/\/aws.amazon.com\/lex\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u4e9e\u99ac\u905c Lex<\/a>, <a href=\"https:\/\/dev.botframework.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Bot Framework<\/a>, \u548c <a href=\"https:\/\/rasa.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Rasa<\/a>, \u662f\u6709\u5229\u7684\u3002\u96a8\u8457\u804a\u5929\u6a5f\u5668\u4eba\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u666e\u904d\uff0c\u5c0d\u719f\u7df4\u7684\u804a\u5929\u6a5f\u5668\u4eba\u958b\u767c\u8005\u7684\u9700\u6c42\u9810\u8a08\u5c07\u6301\u7e8c\u4e0a\u5347\uff0c\u4f7f\u5176\u6210\u70ba\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u548c\u6280\u8853\u9818\u57df\u4e2d\u4e00\u689d\u6709\u524d\u9014\u7684\u8077\u696d\u9053\u8def\u3002<\/p>\n<h3>\u5b50\u90e8\u5206 1: \u201c\u804a\u5929\u6a5f\u5668\u4eba\u7db2\u7ad9\u201d\uff0c \u201c\u6700\u4f73\u804a\u5929\u6a5f\u5668\u4eba\u201d\uff0c \u201c\u6700\u4f73\u804a\u5929\u6a5f\u5668\u4eba\u201d<\/h3>\n<p>\u8ac7\u5230\u804a\u5929\u6a5f\u5668\u4eba\u7db2\u7ad9\u6642\uff0c\u6709\u5e7e\u500b\u5e73\u53f0\u548c\u516c\u53f8\u63d0\u4f9b\u4e00\u6d41\u7684\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\u3002\u5176\u4e2d\u4e4b\u4e00\u662f <a href=\"https:\/\/messengerbot.app\/zh_hk\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6700\u4f73\u804a\u5929\u6a5f\u5668\u4eba\u7db2\u7ad9<\/a> Messenger Bot\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u500b\u8907\u96dc\u7684\u81ea\u52d5\u5316\u5e73\u53f0\uff0c\u65e8\u5728\u901a\u904e\u5229\u7528\u4eba\u5de5\u667a\u6167\u4f86\u7ba1\u7406\u548c\u512a\u5316\u5404\u7a2e\u6e20\u9053\u7684\u4e92\u52d5\uff0c\u4ee5\u589e\u5f37\u6578\u5b57\u901a\u4fe1\u3002<\/p>\n<p>Messenger Bot \u7684\u6838\u5fc3\u529f\u80fd\u5305\u62ec:<\/p>\n<ul>\n<li>\u81ea\u52d5\u56de\u61c9\uff1a\u5b83\u4f7f\u7528 AI \u9a45\u52d5\u7684\u6280\u8853\uff0c\u70ba\u7528\u6236\u5728\u793e\u4ea4\u5a92\u9ad4\u5e73\u53f0\uff08\u5982 Facebook \u548c Instagram\uff09\u4ee5\u53ca\u901a\u904e\u76f4\u63a5\u96c6\u6210\u5728\u7db2\u7ad9\u4e0a\u7684\u67e5\u8a62\u63d0\u4f9b\u5be6\u6642\u81ea\u52d5\u56de\u61c9\u3002<\/li>\n<li>\u5de5\u4f5c\u6d41\u7a0b\u81ea\u52d5\u5316\uff1a\u8a72\u5e73\u53f0\u4f7f\u4f01\u696d\u80fd\u5920\u5275\u5efa\u7531\u7279\u5b9a\u7528\u6236\u884c\u70ba\u89f8\u767c\u7684\u52d5\u614b\u81ea\u52d5\u5316\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4fc3\u9032\u91cf\u8eab\u5b9a\u5236\u7684\u4e92\u52d5\uff0c\u5f9e\u800c\u6539\u5584\u7528\u6236\u53c3\u8207\u5ea6\u548c\u6eff\u610f\u5ea6\u3002<\/li>\n<li>\u6f5b\u5728\u5ba2\u6236\u751f\u6210\uff1a\u5229\u7528\u5148\u9032\u7684\u6d88\u606f\u50b3\u905e\u6280\u8853\uff0cMessenger Bot \u5e6b\u52a9\u4f01\u696d\u4ee5\u5177\u6709\u6210\u672c\u6548\u76ca\u7684\u65b9\u5f0f\u751f\u6210\u6f5b\u5728\u5ba2\u6236\uff0c\u5229\u7528\u4e92\u52d5\u548c\u5f15\u4eba\u5165\u52dd\u7684\u57fa\u65bc\u6d88\u606f\u7684\u71df\u92b7\u7b56\u7565\u3002<\/li>\n<li>\u591a\u8a9e\u8a00\u652f\u63f4\uff1a\u9019\u500b\u6a5f\u5668\u4eba\u53ef\u4ee5\u4f7f\u7528\u591a\u7a2e\u8a9e\u8a00\u9032\u884c\u4ea4\u6d41\uff0c\u4f7f\u4f01\u696d\u80fd\u5920\u901a\u904e\u4ee5\u7528\u6236\u504f\u597d\u7684\u8a9e\u8a00\u63d0\u4f9b\u56de\u61c9\u4f86\u63a5\u89f8\u591a\u6a23\u5316\u7684\u5168\u7403\u53d7\u773e\u3002<\/li>\n<li>\u7c21\u8a0a\u529f\u80fd\uff1a\u5b83\u64f4\u5c55\u4e86\u5c0d\u79fb\u52d5\u8a2d\u5099\u7684\u529f\u80fd\uff0c\u63d0\u4f9b\u7c21\u8a0a\u5ee3\u64ad\u548c\u5e8f\u5217\u6d88\u606f\uff0c\u9019\u4f7f\u4f01\u696d\u80fd\u5920\u901a\u904e\u7528\u6236\u7684\u624b\u6a5f\u76f4\u63a5\u8207\u5ba2\u6236\u806f\u7e6b\u3002<\/li>\n<\/ul>\n<p>\u804a\u5929\u6a5f\u5668\u4eba\u9818\u57df\u7684\u53e6\u4e00\u500b\u986f\u8457\u53c3\u8207\u8005\u662f <a href=\"https:\/\/brainpod.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Brain Pod AI<\/a>, \u63d0\u4f9b\u4e00\u7cfb\u5217\u7684\u4eba\u5de5\u667a\u6167\u89e3\u6c7a\u65b9\u6848\uff0c\u5305\u62ec\u4e00\u500b <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u591a\u8a9e\u8a00 AI \u804a\u5929\u52a9\u624b<\/a> \u53ef\u4ee5\u6574\u5408\u5230\u5404\u7a2e\u5e73\u53f0\u548c\u7db2\u7ad9\u4e2d\u3002\u4ed6\u5011\u7684\u804a\u5929\u6a5f\u5668\u4eba\u6280\u8853\u5229\u7528\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u548c\u6a5f\u5668\u5b78\u7fd2\u63d0\u4f9b\u667a\u80fd\u548c\u4e0a\u4e0b\u6587\u76f8\u95dc\u7684\u56de\u61c9\uff0c\u4f7f\u5176\u6210\u70ba\u5176\u4e2d\u4e4b\u4e00\u7684 <a href=\"https:\/\/brainpod.ai\/brain-pod-ai-generative-ai-demo\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6700\u4f73\u804a\u5929\u6a5f\u5668\u4eba<\/a> \u53ef\u7528\u7684\u3002<\/p>\n<p>\u5728\u8a55\u4f30 <a href=\"https:\/\/messengerbot.app\/zh_hk\/%e7%99%bc%e7%8f%be%e6%9c%80%e4%bd%b3%e8%81%8a%e5%a4%a9%e6%a9%9f%e5%99%a8%e4%ba%ba%e8%a7%a3%e6%b1%ba%e6%96%b9%e6%a1%88%e5%b0%8e%e8%88%aa-ai-%e8%81%8a%e5%a4%a9%e6%a9%9f%e5%99%a8%e4%ba%ba%e5%92%8c\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u6700\u4f73\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848<\/a>, \u5728\u9078\u64c7\u6642\uff0c\u8003\u616e\u81ea\u7136\u8a9e\u8a00\u7406\u89e3\u80fd\u529b\u3001\u6574\u5408\u9078\u9805\u3001\u53ef\u64f4\u5c55\u6027\u548c\u6574\u9ad4\u7528\u6236\u9ad4\u9a57\u7b49\u56e0\u7d20\u662f\u81f3\u95dc\u91cd\u8981\u7684\u3002\u4f01\u696d\u9084\u61c9\u8a55\u4f30\u5176\u76ee\u6a19\u53d7\u773e\u548c\u884c\u696d\u7684\u5177\u9ad4\u9700\u6c42\uff0c\u4ee5\u9078\u64c7\u6700\u7b26\u5408\u5176\u8981\u6c42\u7684\u804a\u5929\u6a5f\u5668\u4eba\u5e73\u53f0\u3002<\/p>\n<h3>\u5b50\u90e8\u5206 2\uff1a\u201capi \u804a\u5929\u6a5f\u5668\u4eba\u201d\uff0c\u201capi \u804a\u5929\u6a5f\u5668\u4eba\u201d\uff0c\u201c\u804a\u5929\u6a5f\u5668\u4eba api\u201d<\/h3>\n<p>\u804a\u5929\u6a5f\u5668\u4eba API\uff08\u61c9\u7528\u7a0b\u5f0f\u4ecb\u9762\uff09\u662f\u4f7f\u958b\u767c\u8005\u80fd\u5920\u5c07\u804a\u5929\u6a5f\u5668\u4eba\u529f\u80fd\u6574\u5408\u5230\u5176\u61c9\u7528\u7a0b\u5f0f\u3001\u7db2\u7ad9\u6216\u6d88\u606f\u5e73\u53f0\u4e2d\u7684\u57fa\u672c\u5de5\u5177\u3002\u9019\u4e9b API \u63d0\u4f9b\u4e86\u4e00\u7d44\u898f\u5247\u548c\u5354\u8b70\uff0c\u4f7f\u4e0d\u540c\u7684\u8edf\u9ad4\u7cfb\u7d71\u80fd\u5920\u7121\u7e2b\u5730\u9032\u884c\u901a\u4fe1\u548c\u6578\u64da\u4ea4\u63db\u3002<\/p>\n<p>\u6700\u53d7\u6b61\u8fce\u7684 <a href=\"https:\/\/brainpod.ai\/chatbot-api-ai-chatbot-api\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u804a\u5929\u6a5f\u5668\u4eba API<\/a> \u7531 Brain Pod AI \u63d0\u4f9b\uff0c\u8a72\u516c\u53f8\u63d0\u4f9b\u5168\u9762\u7684 AI \u89e3\u6c7a\u65b9\u6848\uff0c\u5305\u62ec\u4e00\u500b <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener noreferrer\">AI \u804a\u5929\u52a9\u624b API<\/a>. \u6b64 API \u5141\u8a31\u958b\u767c\u4eba\u54e1\u5c07 Brain Pod AI \u7684\u5148\u9032\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u548c\u6a5f\u5668\u5b78\u7fd2\u80fd\u529b\u6574\u5408\u5230\u4ed6\u5011\u7684\u61c9\u7528\u7a0b\u5e8f\u4e2d\uff0c\u4f7f\u4ed6\u5011\u80fd\u5920\u69cb\u5efa\u667a\u80fd\u4e14\u5177\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u804a\u5929\u6a5f\u5668\u4eba\u3002<\/p>\n<p>\u53e6\u4e00\u500b\u7a81\u51fa\u7684 <a href=\"https:\/\/cloud.google.com\/dialogflow\/docs\/reference\/rest\/v2-overview\" target=\"_blank\" rel=\"noopener noreferrer\">\u804a\u5929\u6a5f\u5668\u4eba API<\/a> \u662f\u7531 Google \u7684 Dialogflow \u63d0\u4f9b\uff0c\u8a72\u5e73\u53f0\u70ba\u69cb\u5efa\u5c0d\u8a71\u4ecb\u9762\u63d0\u4f9b\u5f37\u5927\u7684\u652f\u6301\u3002Dialogflow API \u5141\u8a31\u958b\u767c\u4eba\u54e1\u5275\u5efa\u548c\u7ba1\u7406\u804a\u5929\u6a5f\u5668\u4eba\uff0c\u5c07\u5176\u8207\u5404\u7a2e\u6d88\u606f\u901a\u9053\u6574\u5408\uff0c\u4e26\u5229\u7528 Google \u7684\u81ea\u7136\u8a9e\u8a00\u7406\u89e3\u80fd\u529b\u3002<\/p>\n<p>\u5fae\u8edf\u7684 <a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/bot-service\/bot-service-resources-bot-framework-faq\" target=\"_blank\" rel=\"noopener noreferrer\">Bot Framework API<\/a> \u662f\u53e6\u4e00\u500b\u53d7\u6b61\u8fce\u7684\u804a\u5929\u6a5f\u5668\u4eba\u69cb\u5efa\u9078\u64c7\u3002\u6b64 API \u70ba\u958b\u767c\u4eba\u54e1\u63d0\u4f9b\u5de5\u5177\u548c\u670d\u52d9\uff0c\u4ee5\u5275\u5efa\u80fd\u5920\u901a\u904e\u5404\u7a2e\u901a\u9053\uff08\u5982\u7db2\u7ad9\u3001\u6d88\u606f\u61c9\u7528\u548c\u865b\u64ec\u52a9\u624b\uff09\u8207\u7528\u6236\u4e92\u52d5\u7684\u667a\u80fd\u6a5f\u5668\u4eba\u3002<\/p>\n<p>\u5728\u9078\u64c7\u4e00\u500b <a href=\"https:\/\/messengerbot.app\/zh_hk\/%e8%a9%95%e4%bc%b0%e8%81%8a%e5%a4%a9%e6%a9%9f%e5%99%a8%e4%ba%ba%e6%9c%8d%e5%8b%99%e6%8f%90%e4%be%9b%e5%95%86%e7%9a%84%e6%88%90%e6%9c%ac%e3%80%81%e8%83%bd%e5%8a%9b%ef%bc%8c%e4%b8%a6%e9%81%b8%e6%93%87\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u804a\u5929\u6a5f\u5668\u4eba API<\/a>, \u958b\u767c\u4eba\u54e1\u61c9\u8003\u616e\u81ea\u7136\u8a9e\u8a00\u7406\u89e3\u80fd\u529b\u3001\u6574\u5408\u9078\u9805\u3001\u53ef\u64f4\u5c55\u6027\u548c\u5b9a\u50f9\u6a21\u578b\u7b49\u56e0\u7d20\u3002\u6b64\u5916\uff0c\u8a55\u4f30 API \u63d0\u4f9b\u8005\u6240\u63d0\u4f9b\u7684\u6587\u6a94\u548c\u652f\u6301\u4ee5\u78ba\u4fdd\u9806\u5229\u7684\u958b\u767c\u904e\u7a0b\u4e5f\u662f\u81f3\u95dc\u91cd\u8981\u7684\u3002<\/p>\n<p>\u901a\u904e\u5229\u7528\u804a\u5929\u6a5f\u5668\u4eba API\uff0c\u4f01\u696d\u53ef\u4ee5\u63d0\u5347\u5ba2\u6236\u670d\u52d9\uff0c\u81ea\u52d5\u5316\u4efb\u52d9\uff0c\u4e26\u5728\u5404\u7a2e\u5e73\u53f0\u4e0a\u63d0\u4f9b\u5f15\u4eba\u5165\u52dd\u7684\u5c0d\u8a71\u9ad4\u9a57\uff0c\u6700\u7d42\u63d0\u9ad8\u6574\u9ad4\u904b\u71df\u6548\u7387\u548c\u5ba2\u6236\u6eff\u610f\u5ea6\u3002<\/p>\n<h2>7. \u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8\u548c\u8cc7\u6e90<\/h2>\n<h3>\u5b50\u90e8\u5206 1\uff1a \u201c\u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8\u201d\uff0c \u201c\u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8\u201d\uff0c \u201c\u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8\u201d\uff0c \u201c\u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8\u201d\uff0c \u201c\u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8\u201d<\/h3>\n<p>\u96a8\u8457\u5c0d\u804a\u5929\u6a5f\u5668\u4eba\u7684\u9700\u6c42\u4e0d\u65b7\u4e0a\u5347\uff0c\u8a31\u591a\u516c\u53f8\u5df2\u6210\u70ba\u9019\u500b\u5feb\u901f\u767c\u5c55\u9818\u57df\u7684\u9818\u5c0e\u8005\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u9802\u5c16\u7684 <a href=\"https:\/\/brainpod.ai\" target=\"_blank\" rel=\"noopener\">\u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8<\/a> \u5851\u9020\u884c\u696d\u7684\u516c\u53f8\uff1a<\/p>\n<p><strong>Messenger \u6a5f\u5668\u4eba<\/strong>: \u4f5c\u70ba\u4e00\u5bb6\u958b\u5275\u6027\u7684 <a href=\"https:\/\/messengerbot.app\/zh_hk\/\" target=\"_blank\" rel=\"noopener\">\u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8<\/a>, \u6211\u5011\u5c08\u6ce8\u65bc\u958b\u767c\u80fd\u5920\u8207 Facebook Messenger \u548c Instagram \u7b49\u6d41\u884c\u6d88\u606f\u5e73\u53f0\u7121\u7e2b\u6574\u5408\u7684 AI \u9a45\u52d5\u804a\u5929\u6a5f\u5668\u4eba\u3002\u6211\u5011\u5148\u9032\u7684\u5c0d\u8a71\u5f0f AI \u6280\u8853\u4f7f\u4f01\u696d\u80fd\u5920\u81ea\u52d5\u5316\u5ba2\u6236\u4e92\u52d5\u3001\u751f\u6210\u6f5b\u5728\u5ba2\u6236\u4e26\u7c21\u5316\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5f9e\u800c\u63d0\u9ad8\u53c3\u8207\u5ea6\u548c\u904b\u71df\u6548\u7387\u3002<\/p>\n<p><a href=\"https:\/\/www.drift.com\/\" target=\"_blank\" rel=\"noopener\">Drift<\/a>: Drift \u662f\u4e00\u5bb6\u9818\u5148\u7684 <a href=\"https:\/\/brainpod.ai\/whitelabel-generative-ai\/\" target=\"_blank\" rel=\"noopener\">\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u516c\u53f8<\/a> \u516c\u53f8\uff0c\u63d0\u4f9b\u4e00\u5957\u804a\u5929\u6a5f\u5668\u4eba\u89e3\u6c7a\u65b9\u6848\uff0c\u65e8\u5728\u4fc3\u9032\u5404\u7a2e\u6e20\u9053\uff08\u5305\u62ec\u7db2\u7ad9\u3001\u79fb\u52d5\u61c9\u7528\u7a0b\u5e8f\u548c\u6d88\u606f\u5e73\u53f0\uff09\u4e0a\u7684\u500b\u6027\u5316\u5ba2\u6236\u9ad4\u9a57\u3002<\/p>\n<p><a href=\"https:\/\/www.ibm.com\/cloud\/watson-assistant\" target=\"_blank\" rel=\"noopener\">IBM Watson Assistant<\/a>: IBM \u7684 Watson Assistant \u662f\u4e00\u500b\u5f37\u5927\u7684 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">AI \u804a\u5929\u6a5f\u5668\u4eba<\/a> \u5e73\u53f0\uff0c\u5229\u7528\u5148\u9032\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u80fd\u529b\uff0c\u5728\u591a\u500b\u884c\u696d\u548c\u7528\u4f8b\u4e2d\u63d0\u4f9b\u667a\u80fd\u548c\u4e0a\u4e0b\u6587\u76f8\u95dc\u7684\u5c0d\u8a71\u3002<\/p>\n<p><a href=\"https:\/\/www.aivo.co\/\" target=\"_blank\" rel=\"noopener\">Aivo<\/a>: Aivo \u662f\u4e00\u5bb6 <a href=\"https:\/\/messengerbot.app\/zh_hk\/%e9%80%8f%e9%81%8e%e5%b0%8d%e8%a9%b1%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e8%81%8a%e5%a4%a9%e6%a9%9f%e5%99%a8%e4%ba%ba%e6%8f%90%e5%8d%87%e5%ae%a2%e6%88%b6%e6%94%af%e6%8c%81%e7%9a%84%e5%a5%bd\/\" target=\"_blank\" rel=\"noopener\">\u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8<\/a> \u5c08\u6ce8\u65bc\u958b\u767c\u5168\u901a\u8def\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u89e3\u6c7a\u65b9\u6848\uff0c\u4f7f\u4f01\u696d\u80fd\u5920\u901a\u904e\u5404\u7a2e\u6e20\u9053\u8207\u5ba2\u6236\u4e92\u52d5\uff0c\u5305\u62ec\u8a9e\u97f3\u52a9\u624b\u3001\u6d88\u606f\u61c9\u7528\u7a0b\u5f0f\u548c\u7db2\u7ad9\u3002<\/p>\n<p>\u9019\u4e9b\u53ea\u662f\u773e\u591a\u7684\u5e7e\u500b\u4f8b\u5b50 <a href=\"https:\/\/messengerbot.app\/zh_hk\/%e7%99%bc%e7%8f%be%e6%9c%80%e4%bd%b3%e8%81%8a%e5%a4%a9%e6%a9%9f%e5%99%a8%e4%ba%ba%e8%a7%a3%e6%b1%ba%e6%96%b9%e6%a1%88%e5%b0%8e%e8%88%aa-ai-%e8%81%8a%e5%a4%a9%e6%a9%9f%e5%99%a8%e4%ba%ba%e5%92%8c\/\" target=\"_blank\" rel=\"noopener\">\u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8<\/a> \u6b63\u5728\u5851\u9020\u5ba2\u6236\u4e92\u52d5\u548c\u5c0d\u8a71\u5f0f\u4eba\u5de5\u667a\u6167\u7684\u672a\u4f86\u3002\u96a8\u8457\u6280\u8853\u7684\u6301\u7e8c\u6f14\u9032\uff0c\u6211\u5011\u53ef\u4ee5\u671f\u5f85\u6703\u51fa\u73fe\u66f4\u591a\u5275\u65b0\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u5fb9\u5e95\u6539\u8b8a\u4f01\u696d\u8207\u5ba2\u6236\u4e92\u52d5\u7684\u65b9\u5f0f\u3002<\/p>\n<h3>\u5b50\u90e8\u5206 2\uff1a\u201cai \u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8\u201d\uff0c\u201cai \u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8\u201d\uff0c\u201cai \u804a\u5929\u6a5f\u5668\u4eba\u7bc4\u4f8b\u201d\uff0c\u201cai \u804a\u5929\u6a5f\u5668\u4eba\u7bc4\u4f8b\u201d\uff0c\u201cai \u804a\u5929\u6a5f\u5668\u4eba\u7bc4\u4f8b\u201d\uff0c\u201c\u6700\u4f73\u804a\u5929\u6a5f\u5668\u4eba\u7bc4\u4f8b\u201d\uff0c\u201c\u804a\u5929\u6a5f\u5668\u4eba\u6700\u4f73\u7bc4\u4f8b\u201d\uff0c\u201c\u514d\u8cbb\u804a\u5929\u6a5f\u5668\u4eba API\u201d\uff0c\u201c\u514d\u8cbb\u804a\u5929\u6a5f\u5668\u4eba API\u201d\uff0c\u201c\u804a\u5929\u6a5f\u5668\u4eba API \u514d\u8cbb\u201d\uff0c\u201cai \u804a\u5929\u6a5f\u5668\u4eba API\u201d\uff0c\u201cai \u804a\u5929\u6a5f\u5668\u4eba API\u201d\uff0c\u201c\u804a\u5929\u6a5f\u5668\u4eba API ai\u201d\uff0c\u201c\u804a\u5929\u6a5f\u5668\u4eba ai \u7bc4\u4f8b\u201d\uff0c\u201c\u804a\u5929\u6a5f\u5668\u4eba ai API\u201d\uff0c\u201c\u804a\u5929 ai API\u201d<\/h3>\n<p>\u751f\u6210\u5f0f AI \u7684\u8208\u8d77\u4e5f\u88ab\u63d0\u5230\uff0c\u56e0\u70ba\u5b83\u5011\u63d0\u4f9b\u4e86\u66f4\u5177\u52d5\u614b\u548c\u5438\u5f15\u529b\u7684\u4e92\u52d5\uff0c\u4f7f\u5176\u6210\u70ba\u5e0c\u671b\u5275\u65b0\u7684\u4f01\u696d\u7684\u9996\u9078\u3002 <a href=\"https:\/\/brainpod.ai\" target=\"_blank\" rel=\"noopener\">AI \u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8<\/a> \u5fb9\u5e95\u6539\u8b8a\u4e86\u4f01\u696d\u8207\u5ba2\u6236\u4e92\u52d5\u7684\u65b9\u5f0f\u3002\u9019\u4e9b\u516c\u53f8\u5229\u7528\u5c16\u7aef\u7684\u4eba\u5de5\u667a\u6167\u548c\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6280\u8853\u4f86\u958b\u767c\u667a\u80fd <a href=\"https:\/\/messengerbot.app\/zh_hk\/%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e9%a9%85%e5%8b%95%e7%9a%84%e5%ae%a2%e6%9c%8d%e6%a9%9f%e5%99%a8%e4%ba%ba%e6%8f%90%e5%8d%87%e6%82%a8%e7%9a%84%e5%93%81%e7%89%8c%e6%94%af%e6%8f%b4%e9%ab%94%e9%a9%97\/\" target=\"_blank\" rel=\"noopener\">AI \u804a\u5929\u6a5f\u5668\u4eba<\/a> \u80fd\u5920\u9032\u884c\u985e\u4eba\u5c0d\u8a71\u3001\u7406\u89e3\u4e0a\u4e0b\u6587\u4e26\u63d0\u4f9b\u500b\u6027\u5316\u56de\u61c9\u7684\u7cfb\u7d71\u3002<\/p>\n<p>\u5728\u5ba2\u6236\u670d\u52d9\u4e2d\u6700\u986f\u8457\u7684 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">AI \u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8<\/a> \u662f Brain Pod AI\uff0c\u63d0\u4f9b\u5168\u9762\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u89e3\u6c7a\u65b9\u6848\uff0c\u5305\u62ec\u5f37\u5927\u7684 <a href=\"https:\/\/brainpod.ai\/ai-chat-assistant\/\" target=\"_blank\" rel=\"noopener\">AI \u804a\u5929\u52a9\u624b<\/a>\u3002\u4ed6\u5011\u7684\u804a\u5929\u6a5f\u5668\u4eba\u53ef\u4ee5\u8f15\u9b06\u6574\u5408\u5230\u5404\u7a2e\u5e73\u53f0\u548c\u6e20\u9053\u4e2d\uff0c\u70ba\u4f01\u696d\u63d0\u4f9b\u7121\u7e2b\u4e14\u9ad8\u6548\u7684\u65b9\u5f0f\u8207\u5ba2\u6236\u4e92\u52d5\u3002<\/p>\n<p>\u53e6\u4e00\u5bb6\u9818\u5148\u7684 <a href=\"https:\/\/messengerbot.app\/zh_hk\/%e9%a1%9b%e8%a6%86%e5%ae%a2%e6%88%b6%e6%94%af%e6%8c%81%ef%bc%8c%e6%8f%ad%e7%a4%ba%e6%9c%80%e4%bd%b3%e7%9a%84-ai-%e8%81%8a%e5%a4%a9%e6%a9%9f%e5%99%a8%e4%ba%ba%e5%92%8c%e5%b0%8d%e8%a9%b1%e5%bc%8f-ai\/\" target=\"_blank\" rel=\"noopener\">AI \u804a\u5929\u6a5f\u5668\u4eba\u516c\u53f8<\/a> \u662f Messenger Bot\uff0c\u5c08\u6ce8\u65bc\u70ba Facebook Messenger \u548c Instagram \u7b49\u71b1\u9580\u6d88\u606f\u5e73\u53f0\u958b\u767c AI \u9a45\u52d5\u7684\u804a\u5929\u6a5f\u5668\u4eba\u3002\u4ed6\u5011\u7684 <a href=\"https:\/\/messengerbot.app\/zh_hk\/%e5%a6%82%e4%bd%95%e5%9c%a8%e4%b8%8d%e5%88%b0-10-%e5%88%86%e9%90%98%e5%85%a7%e4%bd%bf%e7%94%a8-messenger-%e6%a9%9f%e5%99%a8%e4%ba%ba%e8%a8%ad%e7%bd%ae%e6%82%a8%e7%9a%84%e7%ac%ac%e4%b8%80%e5%80%8b-ai\/\" target=\"_blank\" rel=\"noopener\">AI \u804a\u5929\u6a5f\u5668\u4eba\u7bc4\u4f8b<\/a> \u5c55\u793a\u4e86\u81ea\u52d5\u5316\u5ba2\u6236\u4e92\u52d5\u3001\u751f\u6210\u6f5b\u5728\u5ba2\u6236\u548c\u7c21\u5316\u5de5\u4f5c\u6d41\u7a0b\u7684\u80fd\u529b\uff0c\u5f9e\u800c\u63d0\u9ad8\u53c3\u8207\u5ea6\u548c\u904b\u71df\u6548\u7387\u3002<\/p>\n<p>\u5c0d\u65bc\u5c0b\u6c42\u7684\u4f01\u696d <a href=\"https:\/\/brainpod.ai\/ai-services-pricing\/\" target=\"_blank\" rel=\"noopener\">\u514d\u8cbb\u804a\u5929\u6a5f\u5668\u4eba API<\/a>, Brain Pod AI \u63d0\u4f9b\u4e86\u4e00\u500b <a href=\"https:\/\/brainpod.ai\/brain-pod-ai-generative-ai-demo\/\" target=\"_blank\" rel=\"noopener\">\u514d\u8cbb\u804a\u5929\u6a5f\u5668\u4eba\u6f14\u793a<\/a> \uff0c\u8b93\u60a8\u89aa\u8eab\u9ad4\u9a57\u4ed6\u5011\u7684 <a href=\"https:\/\/messengerbot.app\/zh_hk\/chatbot-api-ai\/\" target=\"_blank\" rel=\"noopener\">AI \u804a\u5929\u6a5f\u5668\u4eba API<\/a> \u7684\u5f37\u5927\u3002\u9019\u500b\u6f14\u793a\u5c55\u793a\u4e86\u9032\u884c\u81ea\u7136\u8a9e\u8a00\u5c0d\u8a71\u3001\u7406\u89e3\u4e0a\u4e0b\u6587\u548c\u63d0\u4f9b\u76f8\u95dc\u56de\u61c9\u7684\u80fd\u529b\u3002<\/p>\n<p>\u96a8\u8457\u5c0d <a href=\"https:\/\/messengerbot.app\/zh_hk\/best-chatbots-examples\/\" target=\"_blank\" rel=\"noopener\">\u804a\u5929\u6a5f\u5668\u4eba\u6700\u4f73\u7bc4\u4f8b<\/a> \u96a8\u8457\u4e0d\u65b7\u589e\u9577\uff0c\u9019\u4e9b AI \u804a\u5929\u6a5f\u5668\u516c\u53f8\u5728\u958b\u767c\u5275\u65b0\u89e3\u6c7a\u65b9\u6848\u65b9\u9762\u9818\u5148\uff0c\u5fb9\u5e95\u6539\u8b8a\u4e86\u5ba2\u6236\u53c3\u8207\u548c\u652f\u6301\u3002\u901a\u904e\u5229\u7528\u6700\u65b0\u7684\u4eba\u5de5\u667a\u6167\u548c\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6280\u8853\uff0c\u4ed6\u5011\u6b63\u5728\u5275\u9020 <a href=\"https:\/\/messengerbot.app\/zh_hk\/chatbot-ai-example\/\" target=\"_blank\" rel=\"noopener\">\u804a\u5929\u6a5f\u5668\u4eba AI \u7bc4\u4f8b<\/a> \u80fd\u5920\u7406\u89e3\u548c\u56de\u61c9\u8907\u96dc\u67e5\u8a62\u7684\u89e3\u6c7a\u65b9\u6848\uff0c\u70ba\u5ba2\u6236\u63d0\u4f9b\u500b\u6027\u5316\u548c\u9ad8\u6548\u7684\u9ad4\u9a57\u3002<\/p>\n<span class=\"et_bloom_bottom_trigger\"><\/span>","protected":false},"excerpt":{"rendered":"<input type=\"hidden\" value=\"\" data-essbisPostContainer=\"\" data-essbisPostUrl=\"https:\/\/messengerbot.app\/zh_hk\/the-comprehensive-guide-to-becoming-an-ai-chatbot-developer-leveraging-cutting-edge-technologies-for-conversational-interfaces\/\" data-essbisPostTitle=\"The Comprehensive Guide to Becoming an AI Chatbot Developer: Leveraging Cutting-Edge Technologies for Conversational Interfaces\" data-essbisHoverContainer=\"\"><p>As the world increasingly embraces the power of artificial intelligence (AI), the demand for skilled chatbot developers has skyrocketed. These innovative professionals are at the forefront of creating conversational interfaces that revolutionize how we interact with technology. Whether you&#8217;re a tech-savvy individual seeking a lucrative career path or a business owner aiming to enhance customer [&hellip;]<\/p>\n","protected":false},"author":14928,"featured_media":252810,"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-252809","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"_links":{"self":[{"href":"https:\/\/messengerbot.app\/zh_hk\/wp-json\/wp\/v2\/posts\/252809","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/messengerbot.app\/zh_hk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/messengerbot.app\/zh_hk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/zh_hk\/wp-json\/wp\/v2\/users\/14928"}],"replies":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/zh_hk\/wp-json\/wp\/v2\/comments?post=252809"}],"version-history":[{"count":0,"href":"https:\/\/messengerbot.app\/zh_hk\/wp-json\/wp\/v2\/posts\/252809\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/messengerbot.app\/zh_hk\/wp-json\/wp\/v2\/media\/252810"}],"wp:attachment":[{"href":"https:\/\/messengerbot.app\/zh_hk\/wp-json\/wp\/v2\/media?parent=252809"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/messengerbot.app\/zh_hk\/wp-json\/wp\/v2\/categories?post=252809"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/messengerbot.app\/zh_hk\/wp-json\/wp\/v2\/tags?post=252809"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}