{"id":609,"date":"2026-03-31T14:07:00","date_gmt":"2026-03-31T06:07:00","guid":{"rendered":"http:\/\/ai.taichi-maker.com\/?page_id=609"},"modified":"2026-03-31T14:07:03","modified_gmt":"2026-03-31T06:07:03","slug":"aid101-1-2-04-assistant-role-explained","status":"publish","type":"page","link":"http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/ai-maker-project-tutorial-index\/ai-basics\/aid101-1-2-04-assistant-role-explained\/","title":{"rendered":"AI\u521b\u5ba2\u9879\u76ee\u5f00\u53d1\u6559\u7a0b &#8211; AID101-1-2-04 \u2013 Assistant Role\u8be6\u89e3"},"content":{"rendered":"\n<p>\u5bfc\u822a\u680f\uff1a<a href=\"http:\/\/ai.taichi-maker.com\/\">\u9996\u9875<\/a> \/ <a href=\"http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/\">AI\u6559\u7a0b\u76ee\u5f55<\/a> \/ <a href=\"http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/ai-maker-project-tutorial-index\/\">AI\u521b\u5ba2\u9879\u76ee\u5f00\u53d1\u6559\u7a0b\u76ee\u5f55<\/a> \/ <a href=\"http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/ai-maker-project-tutorial-index\/ai-basics\/\">\u7b2c1\u7bc7 \u57fa\u7840\u77e5\u8bc6\u7bc7<\/a> \/ AID101-1-2-04\u2013Assistant Role\u8be6\u89e3<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u672c\u8282\u5185\u5bb9\u7b80\u4ecb<\/strong><\/h2>\n\n\n\n<p>\u672c\u8282\u5c06\u8be6\u7ec6\u8bb2\u89e3 Assistant Role\uff08\u52a9\u624b\u89d2\u8272\uff09\u5728 ESP32 \u5f00\u53d1\u677f\u4e0a\u8c03\u7528 AI \u5e73\u53f0 API \u5b9e\u73b0\u591a\u8f6e\u5bf9\u8bdd\u7684\u5de5\u4f5c\u539f\u7406\u3002\u901a\u8fc7\u672c\u8282\u8bfe\u7a0b\uff0c\u60a8\u5c06\u7406\u89e3 Assistant Role \u5982\u4f55\u5728\u5bf9\u8bdd\u4e2d\u5b58\u50a8 AI \u7684\u56de\u7b54\uff0c\u5982\u4f55\u901a\u8fc7\u643a\u5e26\u5bf9\u8bdd\u5386\u53f2\u5b9e\u73b0\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u8fde\u7eed\u5bf9\u8bdd\uff0c\u4ee5\u53ca\u5982\u4f55\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u52a8\u6001\u7ba1\u7406\u591a\u8f6e\u5bf9\u8bdd\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Assistant Role\uff08\u52a9\u624b\u89d2\u8272\uff09\u8be6\u89e3<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4ec0\u4e48\u662f Assistant Role\uff1f<\/strong><\/h3>\n\n\n\n<p>Assistant Role\uff08\u52a9\u624b\u89d2\u8272\uff09\u662f AI \u5927\u8bed\u8a00\u6a21\u578b API \u8c03\u7528\u4e2d\u7528\u4e8e\u5b58\u50a8 AI \u56de\u7b54\u7684\u89d2\u8272\u3002\u5728\u591a\u8f6e\u5bf9\u8bdd\u4e2d\uff0c\u6bcf\u4e00\u8f6e AI \u7684\u56de\u7b54\u90fd\u4f1a\u88ab\u8bb0\u5f55\u4e3a Assistant Role\uff0c\u5e76\u643a\u5e26\u5728\u4e0b\u4e00\u8f6e\u8bf7\u6c42\u7684 messages \u6570\u7ec4\u4e2d\uff0c\u4ece\u800c\u4f7f AI \u80fd\u591f\u7406\u89e3\u5bf9\u8bdd\u7684\u4e0a\u4e0b\u6587\uff0c\u5b9e\u73b0\u8fde\u8d2f\u7684\u4ea4\u4e92\u4f53\u9a8c\u3002<\/p>\n\n\n\n<p><strong>\u6838\u5fc3\u4f5c\u7528\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud83d\udcac\u00a0<strong>\u56de\u7b54\u5b58\u50a8<\/strong>\uff1a\u8bb0\u5f55 AI \u5728\u6bcf\u4e00\u8f6e\u5bf9\u8bdd\u4e2d\u7684\u56de\u7b54\u5185\u5bb9<\/li>\n\n\n\n<li>\ud83d\udd04\u00a0<strong>\u4e0a\u4e0b\u6587\u4f20\u9012<\/strong>\uff1a\u5c06\u5386\u53f2\u5bf9\u8bdd\u4fe1\u606f\u4f20\u9012\u7ed9 AI\uff0c\u4f7f\u5176\u7406\u89e3\u5bf9\u8bdd\u8109\u7edc<\/li>\n\n\n\n<li>\ud83e\udde0\u00a0<strong>\u8fde\u7eed\u5bf9\u8bdd<\/strong>\uff1a\u652f\u6301\u591a\u8f6e\u95ee\u7b54\uff0c\u8ba9\u5bf9\u8bdd\u66f4\u52a0\u81ea\u7136\u8fde\u8d2f<\/li>\n\n\n\n<li>\ud83d\udcdd\u00a0<strong>\u5bf9\u8bdd\u7ba1\u7406<\/strong>\uff1a\u5e2e\u52a9\u7a0b\u5e8f\u8ddf\u8e2a\u548c\u7ba1\u7406\u5bf9\u8bdd\u5386\u53f2<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4e3a\u4ec0\u4e48\u9700\u8981 Assistant Role\uff1f<\/strong><\/p>\n\n\n\n<p>\u4e0e\u4eba\u7c7b\u5bf9\u8bdd\u4e00\u6837\uff0c\u4e0e AI \u7684\u8fde\u7eed\u5bf9\u8bdd\u4e5f\u9700\u8981&#8221;\u8bb0\u5fc6&#8221;\u3002\u5f53\u7528\u6237\u4e0eAI\u4ea4\u6d41\u65f6\uff0c\u5982\u679c\u6ca1\u6709\u4e0a\u4e0b\u6587\uff0cAI \u65e0\u6cd5\u7406\u89e3\u7528\u6237\u5728\u4e4b\u524d\u7684\u5bf9\u8bdd\u4e2d\u7684\u4ea4\u6d41\u5185\u5bb9\uff0c\u901a\u8fc7 Assistant Role\uff0c\u6211\u4eec\u5c06 AI \u6bcf\u4e00\u8f6e\u7684\u56de\u7b54\u90fd\u8bb0\u5f55\u4e0b\u6765\uff0c\u5e76\u5728\u4e0b\u4e00\u8f6e\u8bf7\u6c42\u65f6\u4e00\u540c\u53d1\u9001\uff0c\u8fd9\u6837 AI \u5c31\u80fd\u7406\u89e3\u5b8c\u6574\u7684\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Assistant Role \u4e0e System Role\u3001User Role \u7684\u5173\u7cfb<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u4e09\u79cd\u89d2\u8272\u7684\u534f\u4f5c\u5206\u5de5\"><strong>\u4e09\u79cd\u89d2\u8272\u7684\u534f\u4f5c\u5206\u5de5<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\">\u89d2\u8272<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u4f5c\u7528<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5185\u5bb9\u6765\u6e90<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u53d8\u5316\u9891\u7387<\/th><\/tr><\/thead><tbody><tr><td><strong>System Role<\/strong><\/td><td>\u8bbe\u5b9a AI \u7684\u884c\u4e3a\u89c4\u5219\u548c\u8eab\u4efd<\/td><td>\u5f00\u53d1\u8005\u9884\u8bbe<\/td><td>\u901a\u5e38\u56fa\u5b9a<\/td><\/tr><tr><td><strong>User Role<\/strong><\/td><td>\u7528\u6237\u7684\u63d0\u95ee\u548c\u6307\u4ee4<\/td><td>\u7528\u6237\u8f93\u5165<\/td><td>\u6bcf\u6b21\u5bf9\u8bdd\u90fd\u53ef\u80fd\u53d8\u5316<\/td><\/tr><tr><td><strong>Assistant Role<\/strong><\/td><td>AI \u7684\u56de\u7b54\u8bb0\u5f55<\/td><td>AI \u81ea\u52a8\u751f\u6210<\/td><td>\u6bcf\u8f6e\u5bf9\u8bdd\u90fd\u4f1a\u65b0\u589e<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u6d88\u606f\u987a\u5e8f\u7684\u91cd\u8981\u6027\"><strong>messages \u6570\u7ec4\u4e2d\u4e09\u79cd\u6d88\u606f\u7684\u987a\u5e8f<\/strong><\/h2>\n\n\n\n<p>messages \u6570\u7ec4\u4e2d\u7684\u6d88\u606f\u987a\u5e8f\u975e\u5e38\u91cd\u8981\uff0cAI \u6a21\u578b\u6309\u7167\u6d88\u606f\u51fa\u73b0\u7684\u987a\u5e8f\u6765\u7406\u89e3\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u3002\u56e0\u6b64\uff0c<strong>\u5fc5\u987b\u4e25\u683c\u6309\u7167\u65f6\u95f4\u987a\u5e8f\u6392\u5217\u6d88\u606f<\/strong>\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u6b63\u786e\u987a\u5e8f\uff1a\n1. system (\u6700\u5148)\n2. user (\u7b2c\u4e00\u8f6e\u7528\u6237\u95ee\u9898)\n3. assistant (\u7b2c\u4e00\u8f6eAI\u56de\u7b54)\n4. user (\u7b2c\u4e8c\u8f6e\u7528\u6237\u95ee\u9898)\n5. assistant (\u7b2c\u4e8c\u8f6eAI\u56de\u7b54)\n6. user (\u7b2c\u4e09\u8f6e\u7528\u6237\u95ee\u9898)\n...\u4ee5\u6b64\u7c7b\u63a8<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u793a\u4f8b\u7a0b\u5e8f\u4e00\uff1a\u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u5355\u8f6e\u5bf9\u8bdd<\/strong><\/h2>\n\n\n\n<p style=\"border-width:1px;border-top-left-radius:6px;border-top-right-radius:6px;border-bottom-left-radius:6px;border-bottom-right-radius:6px\"><strong>\u6ce8\u610f<\/strong><br><br>\u672c\u7a0b\u5e8f\u9700\u8981\u914d\u5408my_info.h\u4ee3\u7801\u4f7f\u7528\uff0c\u5426\u5219\u7a0b\u5e8f\u5c06\u65e0\u6cd5\u6b63\u5e38\u7f16\u8bd1\u3002<br>\u8bf7\u70b9\u51fb\u4ee5\u4e0b\u94fe\u63a5\u524d\u5f80\u8be5\u4ee3\u7801\u9875\u9762\uff0c\u590d\u5236\u4e0b\u8f7d\u8be5\u4ee3\u7801\uff1a<br><br><a href=\"http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/ai-maker-project-tutorial-index\/my_info_h-code-description\/\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/ai-maker-project-tutorial-index\/my_info_h-code-description\/<\/a><\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>\/* \n * ESP32 AI\u5e73\u53f0\u8c03\u7528 Assistant\u89d2\u8272\u793a\u4f8b\n * \n * \u529f\u80fd\u63cf\u8ff0\uff1a\n * \u672c\u7a0b\u5e8f\u6f14\u793a\u5982\u4f55\u5728 ESP32\uff08\u7279\u522b\u662f ESP32-S3\uff09\u5f00\u53d1\u677f\u4e0a\uff0c\u901a\u8fc7 HTTPS \u534f\u8bae\u5411 AI \u5e73\u53f0\n * \u53d1\u9001\u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u5bf9\u8bdd\u8bf7\u6c42\uff0c\u5c55\u793a\u5982\u4f55\u4f7f\u7528 assistant role \u5b9e\u73b0\u591a\u8f6e\u5bf9\u8bdd\u529f\u80fd\u3002\n * \n * \u672c\u7a0b\u5e8f\u4ec5\u6267\u884c\u4e00\u6b21\u5bf9\u8bdd\u8bf7\u6c42\uff0c\u4f46\u8fd9\u6b21\u8bf7\u6c42\u4e2d\u5305\u542b\u4e86\u5b8c\u6574\u7684\u5bf9\u8bdd\u5386\u53f2\uff0c\n * \u6a21\u62df\u4e86\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u7684\"\u7b2c\u4e8c\u8f6e\"\u573a\u666f\uff0c\u6f14\u793a assistant role \u5982\u4f55\u4f20\u9012\u4e0a\u4e0b\u6587\u3002\n * \n * \u5bf9\u8bdd\u573a\u666f\uff1a\n * - User\uff08\u7b2c\u4e00\u8f6e\uff09: \u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9\n * - AI\uff08\u7b2c\u4e00\u8f6e\u56de\u7b54\uff09: 2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002\n * - User\uff08\u7b2c\u4e8c\u8f6e\/\u672c\u7a0b\u5e8f\u8bf7\u6c42\u70b9\uff09: \u90a33\u5462\n * \n * \u901a\u8fc7\u672c\u7a0b\u5e8f\uff0c\u521d\u5b66\u8005\u53ef\u4ee5\u6e05\u6670\u7406\u89e3\uff1a\u5f53 AI \u9700\u8981\u7406\u89e3\u4e0a\u4e0b\u6587\u65f6\uff0c\n * \u9700\u8981\u5728\u8bf7\u6c42\u4e2d\u643a\u5e26\u4e4b\u524d\u7684\u5bf9\u8bdd\u5386\u53f2\uff08\u901a\u8fc7 assistant role\uff09\u3002\n * \n * \u4f5c\u8005\uff1aTaichi-Maker\n * \u4f5c\u8005\u5b98\u7f51\uff1ahttp:\/\/ai.taichi-maker.com\n * \u521b\u5efa\u65e5\u671f\uff1a2026\u5e7403\u670827\u65e5\n * \u7248\u672c\uff1a1.0.1\n * \n * \u786c\u4ef6\u8981\u6c42\uff1a\n * - \u652f\u6301 Wi-Fi \u7684 ESP32 \u5f00\u53d1\u677f\uff08\u63a8\u8350\u4f7f\u7528 ESP32-S3-DevKitC-1\uff0c\u56e0\u5176\u6027\u80fd\u66f4\u597d\u3001\u5185\u5b58\u66f4\u5927\uff09\n * \n * \u6240\u9700\u8f6f\u4ef6\u5e93\uff1a\n * - ArduinoJson \u5e93\uff08\u7248\u672c 7.0.0 \u6216\u66f4\u9ad8\uff09\u2014\u2014\u7528\u4e8e\u5904\u7406 JSON \u6570\u636e\uff08\u867d\u7136\u672c\u4f8b\u4e2d\u8bf7\u6c42\u4f53\u4e3a\u786c\u7f16\u7801\uff0c\u4f46\u54cd\u5e94\u89e3\u6790\u901a\u5e38\u9700\u8981\u5b83\uff09\n *   \u5b98\u7f51\uff1ahttps:\/\/arduinojson.org\/\n * \n * \u914d\u7f6e\u8bf4\u660e\uff1a\n * \n * 1. \u5728 my_info.h \u6587\u4ef6\u4e2d\u586b\u5199\u60a8\u7684 Wi-Fi \u540d\u79f0\uff08ssid\uff09\u548c\u5bc6\u7801\uff08password\uff09\u3002\n * 2. \u5728 my_info.h \u6587\u4ef6\u4e2d\u5c06 ai_api_key \u66ff\u6362\u4e3a\u60a8\u4ece AI \u5e73\u53f0\u83b7\u53d6\u7684\u6709\u6548 API \u5bc6\u94a5\uff08\u5207\u52ff\u6cc4\u9732\uff01\uff09\u3002\n * 3. \u786e\u4fdd\u5f00\u53d1\u677f\u5df2\u6b63\u786e\u8fde\u63a5\u5230\u7535\u8111\uff0c\u5e76\u9009\u62e9\u6b63\u786e\u7684\u5f00\u53d1\u677f\u578b\u53f7\u4e0e\u7aef\u53e3\u3002\n * \n * \u4f7f\u7528\u65b9\u6cd5\uff1a\n * \u5c06\u672c\u7a0b\u5e8f\u4e0a\u4f20\u81f3 ESP32 \u540e\uff0c\u6253\u5f00\u4e32\u53e3\u76d1\u89c6\u5668\uff08\u6ce2\u7279\u7387\u8bbe\u7f6e\u4e3a 115200\uff09\uff0c\n * \u7a0b\u5e8f\u4f1a\u81ea\u52a8\u8fde\u63a5 Wi-Fi \u5e76\u5411 AI \u5e73\u53f0\u53d1\u9001\u4e24\u6b21\u8bf7\u6c42\uff0c\u6bcf\u6b21\u8bf7\u6c42\u90fd\u4f1a\u5305\u542b\u4e4b\u524d\u7684\u5bf9\u8bdd\u5386\u53f2\uff0c\n * \u4ece\u800c\u5b9e\u73b0\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u591a\u8f6e\u5bf9\u8bdd\u3002\n * \n * \u6ce8\u610f\u4e8b\u9879\uff1a\n * - \u672c\u4f8b\u4f7f\u7528 client.setInsecure() \u8df3\u8fc7\u4e86 SSL \u8bc1\u4e66\u9a8c\u8bc1\uff0c\u4ec5\u9002\u7528\u4e8e\u6d4b\u8bd5\u73af\u5883\uff1b\n *   \u5728\u751f\u4ea7\u73af\u5883\u4e2d\u5e94\u4f7f\u7528\u6709\u6548\u8bc1\u4e66\u4ee5\u786e\u4fdd\u901a\u4fe1\u5b89\u5168\u3002\n * - \u8bf7\u6c42\u4ec5\u5728 setup() \u4e2d\u6267\u884c\u4e24\u6b21\uff0cloop() \u4e3a\u7a7a\uff0c\u4e0d\u4f1a\u91cd\u590d\u53d1\u9001\u3002\n * \n * \u517c\u5bb9\u6027\u8bf4\u660e\uff1a\n * \u672c\u7a0b\u5e8f\u5df2\u5728 ESP32-S3-DevKitC-1 \u5f00\u53d1\u677f\u4e0a\u6d4b\u8bd5\u901a\u8fc7\u3002\n * \n * \u8bb8\u53ef\u8bc1\uff1aMIT License\n * \n * \u7a0b\u5e8f\u6e90\uff1a\n * \u672c\u7a0b\u5e8f\u6e90\u81ea\u592a\u6781\u521b\u5ba2\u56e2\u961f\u7cbe\u5fc3\u5f00\u53d1\u7684\u300aAI\u521b\u5ba2\u9879\u76ee\u5f00\u53d1\u6559\u7a0b\u300b\u3002\u8be5\u6559\u7a0b\u4e13\u4e3a\u70ed\u7231\u79d1\u6280\u521b\u65b0\u3001\u70ed\u8877\u4e8e\u52a8\u624b\u5b9e\u8df5 * \u521b\u5ba2\u7231\u597d\u8005\u4e0e\u521d\u5b66\u8005\u91cf\u8eab\u6253\u9020\uff0c\u662f\u4e00\u5957\u5b8c\u5168\u514d\u8d39\u3001\u5f00\u6e90\u4e14\u6ce8\u91cd\u5b9e\u6218\u7684AIoT\uff08\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\uff09\u5165\u95e8\u5b66\u4e60\u8d44\u6e90\u3002\n * \n * \u901a\u8fc7\u672c\u6559\u7a0b\uff0c\u60a8\u53ef\u4ee5\u7cfb\u7edf\u5730\u638c\u63e1\u4ece\u9879\u76ee\u6784\u601d\u3001\u65b9\u6848\u8bbe\u8ba1\u3001\u8f6f\u786c\u4ef6\u9009\u578b\uff0c\u5230\u5b9e\u9645\u642d\u5efa\u3001\u7cfb\u7edf\u96c6\u6210\u4e0e\u8c03\u8bd5\u4f18\u5316\u7684 * \u6574\u5f00\u53d1\u6d41\u7a0b\u3002\n * \u60a8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u94fe\u63a5\u83b7\u5f97\u66f4\u591a\u5173\u4e8e\u672c\u6559\u7a0b\u7684\u8be6\u7ec6\u4fe1\u606f\uff1a\n * http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial\/\n *\/\n\n#include &lt;WiFi.h>\n#include &lt;WiFiClientSecure.h>\n#include &lt;HTTPClient.h>\n#include \"my_info.h\"\n\n\/\/ \u521b\u5efa\u4e00\u4e2a\u5b89\u5168\u7684 Wi-Fi \u5ba2\u6237\u7aef\uff08\u7528\u4e8e HTTPS \u8fde\u63a5\uff09\nWiFiClientSecure client;\n\n\/\/ \u521b\u5efa\u4e00\u4e2a HTTP \u5ba2\u6237\u7aef\u5bf9\u8c61\uff0c\u7528\u4e8e\u53d1\u9001\u8bf7\u6c42\nHTTPClient https;\n\n\/* \n * -------------- \u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u5bf9\u8bdd\u8bf7\u6c42\u4f53 --------------\n * \n * \u6b64\u5904\u4f7f\u7528 C++11 \u7684\u539f\u59cb\u5b57\u7b26\u4e32\u5b57\u9762\u91cf\uff08Raw String Literal\uff09\u8bed\u6cd5 R\"rawliteral(...)rawliteral\"\n * \u6765\u5b9a\u4e49\u4e00\u4e2a\u591a\u884c JSON \u5b57\u7b26\u4e32\uff0c\u907f\u514d\u624b\u52a8\u8f6c\u4e49\u53cc\u5f15\u53f7\u548c\u6362\u884c\u7b26\u3002\n * \n * \u8be5 JSON \u7b26\u5408 OpenAI API \u517c\u5bb9\u683c\u5f0f\uff0c\u5305\u542b\u4ee5\u4e0b\u5173\u952e\u5b57\u6bb5\uff1a\n * - model: \u6307\u5b9a\u8981\u8c03\u7528\u7684 AI \u6a21\u578b\u540d\u79f0\n * - messages: \u5bf9\u8bdd\u5386\u53f2\uff0c\u5305\u542b system\u3001user\u3001assistant\u3001user \u56db\u6761\u6d88\u606f\n * \n * \u672c\u8bf7\u6c42\u4f53\u6a21\u62df\u4e86\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u7684\"\u7b2c\u4e8c\u8f6e\"\u573a\u666f\uff1a\n * - system: \u8bbe\u5b9a AI \u7684\u8eab\u4efd\n * - user(\u7b2c\u4e00\u8f6e): \u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9\n * - assistant(\u7b2c\u4e00\u8f6e\u56de\u7b54): 2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002\n * - user(\u7b2c\u4e8c\u8f6e): \u90a33\u5462\n * \n * \u901a\u8fc7\u643a\u5e26\u524d\u9762\u5bf9\u8bdd\u5386\u53f2\uff0cAI \u80fd\u591f\u7406\u89e3\"\u90a33\u5462\"\u662f\u6307\"3\u76842\u6b21\u65b9\u7b49\u4e8e\u51e0\"\u3002\n *\/\nconst char* request_payload = R\"rawliteral({\n  \"model\": \"Qwen\/Qwen3-VL-8B-Instruct\",\n  \"messages\": &#91;\n    {\n      \"role\": \"system\",\n      \"content\": \"\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9\"\n    },\n    {\n      \"role\": \"assistant\",\n      \"content\": \"2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"\u90a33\u5462\"\n    }\n  &#93;\n})rawliteral\";\n\nvoid setup() {\n  \/\/ \u521d\u59cb\u5316\u4e32\u53e3\u901a\u4fe1\uff0c\u6ce2\u7279\u7387\u4e3a 115200\n  Serial.begin(115200);\n  delay(1000); \/\/ \u77ed\u6682\u7b49\u5f85\u4e32\u53e3\u7a33\u5b9a\n\n  Serial.println();\n  Serial.println(\"---------- AI Platform Config ----------\");\n  Serial.print(\"AI Platform API Endpoint: \");\n  Serial.print(ai_host);\n  Serial.println(ai_endpoint);\n  Serial.println();\n\n  Serial.println(\"---------- Procedures ----------\");\n  Serial.println(\"Step 1: Connecting WiFi...\");\n  \n  \/\/ \u5f00\u59cb\u8fde\u63a5 Wi-Fi\n  WiFi.begin(ssid, password);\n\n  \/\/ \u5faa\u73af\u7b49\u5f85\u76f4\u5230\u6210\u529f\u8fde\u63a5\n  while (WiFi.status() != WL_CONNECTED) {\n    delay(500);\n    Serial.print(\".\");\n  }\n\n  Serial.println();\n  Serial.println(\"Step 2: WiFi Connected!\");\n  Serial.println(\"Step 3: Initialize HTTPS Connection...\");\n\n  \/\/ \u3010\u91cd\u8981\u3011\u8df3\u8fc7 SSL \u8bc1\u4e66\u9a8c\u8bc1\uff08\u4ec5\u7528\u4e8e\u5f00\u53d1\u6d4b\u8bd5\uff01\uff09\n  \/\/ \u5728\u771f\u5b9e\u4ea7\u54c1\u4e2d\u5e94\u52a0\u8f7d\u6709\u6548\u8bc1\u4e66\u4ee5\u9632\u6b62\u4e2d\u95f4\u4eba\u653b\u51fb\n  client.setInsecure();\n\n  \/\/ \u8bbe\u7f6eSSL\u8fde\u63a5\u8d85\u65f6\u65f6\u95f4\n  client.setTimeout(15); \/\/ 15\u79d2\u8d85\u65f6\n  \n  Serial.println(\"Step 4: Send Request to AI Platform...\");\n  Serial.println();\n  \n  \/\/ \u53d1\u9001\u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u8bf7\u6c42\n  sendAIRequest(request_payload, \"\u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u5bf9\u8bdd\u8bf7\u6c42\");\n\n  Serial.println();\n  Serial.println(\"Step 5: Task Completed!\");\n}\n\n\/\/ \u4e3b\u5faa\u73af\u7559\u7a7a\uff0c\u56e0\u4e3a\u672c\u4f8b\u53ea\u9700\u53d1\u9001\u4e00\u6b21\u8bf7\u6c42\nvoid loop() {\n  \/\/ \u7a7a\n}\n\n\/* \n * -------------- \u5411 AI \u5e73\u53f0\u53d1\u9001 HTTPS \u8bf7\u6c42\u7684\u6838\u5fc3\u51fd\u6570 --------------\n * \n * \u8be5\u51fd\u6570\u5b8c\u6210\u4ee5\u4e0b\u6b65\u9aa4\uff1a\n * 1. \u6784\u9020\u5b8c\u6574\u7684 HTTPS \u8bf7\u6c42 URL\uff08\u57fa\u4e8e my_info.h \u4e2d\u5b9a\u4e49\u7684\u4e3b\u673a\u3001\u7aef\u53e3\u548c\u8def\u5f84\uff09\n * 2. \u8bbe\u7f6e\u8bf7\u6c42\u5934\uff1aContent-Type \u4e3a application\/json\uff0cAuthorization \u4e3a Bearer + API \u5bc6\u94a5\n * 3. \u53d1\u9001 POST \u8bf7\u6c42\uff0c\u643a\u5e26\u4e0a\u8ff0 JSON \u8bf7\u6c42\u4f53\n * 4. \u63a5\u6536\u5e76\u6253\u5370 HTTP \u54cd\u5e94\u72b6\u6001\u7801\u548c\u54cd\u5e94\u5185\u5bb9\n * \n * \u53c2\u6570\uff1a\n * - payload: \u8981\u53d1\u9001\u7684 JSON \u8bf7\u6c42\u4f53\n * - description: \u8bf7\u6c42\u7684\u63cf\u8ff0\u540d\u79f0\uff0c\u7528\u4e8e\u8f93\u51fa\u663e\u793a\n *\/\nvoid sendAIRequest(const char* payload, const char* description) {\n  \/\/ \u6784\u9020 Authorization \u8bf7\u6c42\u5934\uff1a\u683c\u5f0f\u4e3a \"Bearer &lt;your-api-key>\"\n  String auth = \"Bearer \";\n  auth += ai_api_key;\n\n  \/\/ \u521d\u59cb\u5316 HTTPS \u8fde\u63a5\uff08\u4f7f\u7528 client\u3001\u4e3b\u673a\u540d\u3001\u7aef\u53e3\u3001API \u8def\u5f84\uff09\n  if (https.begin(client, ai_host, ai_port, ai_endpoint)) {\n\n    \/\/ \u8bbe\u7f6e\u8d85\u65f6\u65f6\u95f4\uff08\u6beb\u79d2\uff09- \u589e\u52a0\u8d85\u65f6\u65f6\u95f4\u4ee5\u5904\u7406\u66f4\u590d\u6742\u7684\u8bf7\u6c42\n    https.setTimeout(20000); \/\/ 20\u79d2\u8d85\u65f6\n    https.setConnectTimeout(10000); \/\/ 10\u79d2\u8fde\u63a5\u8d85\u65f6\n\n    \/\/ \u6dfb\u52a0\u5fc5\u8981\u7684 HTTP \u8bf7\u6c42\u5934\n    https.addHeader(\"Content-Type\", \"application\/json\");\n    https.addHeader(\"Authorization\", auth);\n\n    \/\/ \u53d1\u9001 POST \u8bf7\u6c42\uff0c\u5e76\u83b7\u53d6 HTTP \u72b6\u6001\u7801\n    int httpCode = https.POST(payload);\n\n    Serial.println(\"---------- \" + String(description) + \" Response ----------\");\n    if (httpCode > 0) {\n      \/\/ \u6253\u5370 HTTP \u54cd\u5e94\u72b6\u6001\u7801\uff08\u5982 200 \u8868\u793a\u6210\u529f\uff09\n      Serial.print(\"HTTP Response Code: \");\n      Serial.println(httpCode);\n\n      \/\/ \u5982\u679c\u54cd\u5e94\u6210\u529f\uff08HTTP 200 OK\uff09\n      if (httpCode == HTTP_CODE_OK) {\n        \/\/ \u83b7\u53d6\u5b8c\u6574\u7684\u54cd\u5e94\u5b57\u7b26\u4e32\n        String resp = https.getString();\n        Serial.println(\"AI Response : \");\n        Serial.println(resp);  \/\/ \u6253\u5370 AI \u8fd4\u56de\u7684\u5b8c\u6574 JSON\uff08\u542b\u6a21\u578b\u751f\u6210\u7684\u56de\u7b54\uff09\n      }\n    } else {\n      \/\/ \u6253\u5370 HTTP \u9519\u8bef\u4fe1\u606f\uff08\u5982\u8fde\u63a5\u5931\u8d25\u3001\u8d85\u65f6\u7b49\uff09\n      Serial.print(\"HTTP error: \");\n      Serial.println(https.errorToString(httpCode).c_str());\n      Serial.print(\"Error code: \");\n      Serial.println(httpCode);\n    }\n    Serial.println(\"========================================\");\n\n    \/\/ \u7ed3\u675f\u672c\u6b21 HTTP \u4f1a\u8bdd\uff0c\u91ca\u653e\u8d44\u6e90\n    https.end();\n  } else {\n    \/\/ \u5982\u679c\u65e0\u6cd5\u5efa\u7acb HTTPS \u8fde\u63a5\uff0c\u6253\u5370\u9519\u8bef\u63d0\u793a\n    Serial.println(\"Unable to connect to server\");\n  }\n}\n\n\/*\n * ========================================================================\n * \u3010\u9644\u5f55\u3011\u672c\u7a0b\u5e8f\u5b9e\u9645\u53d1\u9001\u7684 HTTP \u8bf7\u6c42\u5185\u5bb9\uff08\u4f9b\u53c2\u8003\uff09\n * ========================================================================\n * \n * \u8bf7\u6c42\u5185\u5bb9\uff1a\n * POST \/api\/v3\/chat\/completions HTTP\/1.1\n * Host: ark.cn-beijing.volces.com\n * Content-Type: application\/json\n * Authorization: Bearer &#91;\u4f60\u7684API\u5bc6\u94a5&#93;\n * \n * {\n *   \"model\": \"Qwen\/Qwen3-VL-8B-Instruct\",\n *   \"messages\": &#91;\n *     {\n *       \"role\": \"system\",\n *       \"content\": \"\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406\"\n *     },\n *     {\n *       \"role\": \"user\",\n *       \"content\": \"\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9\"\n *     },\n *     {\n *       \"role\": \"assistant\",\n *       \"content\": \"2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002\"\n *     },\n *     {\n *       \"role\": \"user\",\n *       \"content\": \"\u90a33\u5462\"\n *     }\n *   &#93;\n * }\n * \n * \u8bf4\u660e\uff1a\n * - \u672c\u7a0b\u5e8f\u8bf7\u6c42\u5305\u542b\u5b8c\u6574\u7684\u5bf9\u8bdd\u5386\u53f2\uff0c\u6a21\u62df\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u7684\"\u7b2c\u4e8c\u8f6e\"\u573a\u666f\n * - messages \u6570\u7ec4\u4e2d\u5305\u542b\uff1a\n *   1. system: \u8bbe\u5b9a AI \u8eab\u4efd\n *   2. user(\u7b2c\u4e00\u8f6e): \u7b2c\u4e00\u8f6e\u7528\u6237\u63d0\u95ee\n *   3. assistant(\u7b2c\u4e00\u8f6e\u56de\u7b54): \u7b2c\u4e00\u8f6e AI \u56de\u7b54\n *   4. user(\u7b2c\u4e8c\u8f6e): \u7b2c\u4e8c\u8f6e\u7528\u6237\u63d0\u95ee\"\u90a33\u5462\"\n * - AI \u901a\u8fc7\u7406\u89e3\u5b8c\u6574\u4e0a\u4e0b\u6587\uff0c\u80fd\u591f\u6b63\u786e\u7406\u89e3\"\u90a33\u5462\"\u662f\u6307\"3\u76842\u6b21\u65b9\"\n * - \u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5177\u6709\u4e0a\u4e0b\u6587\u611f\u77e5\u80fd\u529b\u7684\u591a\u8f6e\u5bf9\u8bdd\n * ========================================================================\n *\/<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #616E88\">\/* <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * ESP32 AI\u5e73\u53f0\u8c03\u7528 Assistant\u89d2\u8272\u793a\u4f8b<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u529f\u80fd\u63cf\u8ff0\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u672c\u7a0b\u5e8f\u6f14\u793a\u5982\u4f55\u5728 ESP32\uff08\u7279\u522b\u662f ESP32-S3\uff09\u5f00\u53d1\u677f\u4e0a\uff0c\u901a\u8fc7 HTTPS \u534f\u8bae\u5411 AI \u5e73\u53f0<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u53d1\u9001\u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u5bf9\u8bdd\u8bf7\u6c42\uff0c\u5c55\u793a\u5982\u4f55\u4f7f\u7528 assistant role \u5b9e\u73b0\u591a\u8f6e\u5bf9\u8bdd\u529f\u80fd\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u672c\u7a0b\u5e8f\u4ec5\u6267\u884c\u4e00\u6b21\u5bf9\u8bdd\u8bf7\u6c42\uff0c\u4f46\u8fd9\u6b21\u8bf7\u6c42\u4e2d\u5305\u542b\u4e86\u5b8c\u6574\u7684\u5bf9\u8bdd\u5386\u53f2\uff0c<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u6a21\u62df\u4e86\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u7684&quot;\u7b2c\u4e8c\u8f6e&quot;\u573a\u666f\uff0c\u6f14\u793a assistant role \u5982\u4f55\u4f20\u9012\u4e0a\u4e0b\u6587\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u5bf9\u8bdd\u573a\u666f\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - User\uff08\u7b2c\u4e00\u8f6e\uff09: \u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - AI\uff08\u7b2c\u4e00\u8f6e\u56de\u7b54\uff09: 2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - User\uff08\u7b2c\u4e8c\u8f6e\/\u672c\u7a0b\u5e8f\u8bf7\u6c42\u70b9\uff09: \u90a33\u5462<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u901a\u8fc7\u672c\u7a0b\u5e8f\uff0c\u521d\u5b66\u8005\u53ef\u4ee5\u6e05\u6670\u7406\u89e3\uff1a\u5f53 AI \u9700\u8981\u7406\u89e3\u4e0a\u4e0b\u6587\u65f6\uff0c<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u9700\u8981\u5728\u8bf7\u6c42\u4e2d\u643a\u5e26\u4e4b\u524d\u7684\u5bf9\u8bdd\u5386\u53f2\uff08\u901a\u8fc7 assistant role\uff09\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u4f5c\u8005\uff1aTaichi-Maker<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u4f5c\u8005\u5b98\u7f51\uff1ahttp:\/\/ai.taichi-maker.com<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u521b\u5efa\u65e5\u671f\uff1a2026\u5e7403\u670827\u65e5<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u7248\u672c\uff1a1.0.1<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u786c\u4ef6\u8981\u6c42\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u652f\u6301 Wi-Fi \u7684 ESP32 \u5f00\u53d1\u677f\uff08\u63a8\u8350\u4f7f\u7528 ESP32-S3-DevKitC-1\uff0c\u56e0\u5176\u6027\u80fd\u66f4\u597d\u3001\u5185\u5b58\u66f4\u5927\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u6240\u9700\u8f6f\u4ef6\u5e93\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - ArduinoJson \u5e93\uff08\u7248\u672c 7.0.0 \u6216\u66f4\u9ad8\uff09\u2014\u2014\u7528\u4e8e\u5904\u7406 JSON \u6570\u636e\uff08\u867d\u7136\u672c\u4f8b\u4e2d\u8bf7\u6c42\u4f53\u4e3a\u786c\u7f16\u7801\uff0c\u4f46\u54cd\u5e94\u89e3\u6790\u901a\u5e38\u9700\u8981\u5b83\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *   \u5b98\u7f51\uff1ahttps:\/\/arduinojson.org\/<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u914d\u7f6e\u8bf4\u660e\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 1. \u5728 my_info.h \u6587\u4ef6\u4e2d\u586b\u5199\u60a8\u7684 Wi-Fi \u540d\u79f0\uff08ssid\uff09\u548c\u5bc6\u7801\uff08password\uff09\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 2. \u5728 my_info.h \u6587\u4ef6\u4e2d\u5c06 ai_api_key \u66ff\u6362\u4e3a\u60a8\u4ece AI \u5e73\u53f0\u83b7\u53d6\u7684\u6709\u6548 API \u5bc6\u94a5\uff08\u5207\u52ff\u6cc4\u9732\uff01\uff09\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 3. \u786e\u4fdd\u5f00\u53d1\u677f\u5df2\u6b63\u786e\u8fde\u63a5\u5230\u7535\u8111\uff0c\u5e76\u9009\u62e9\u6b63\u786e\u7684\u5f00\u53d1\u677f\u578b\u53f7\u4e0e\u7aef\u53e3\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u4f7f\u7528\u65b9\u6cd5\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u5c06\u672c\u7a0b\u5e8f\u4e0a\u4f20\u81f3 ESP32 \u540e\uff0c\u6253\u5f00\u4e32\u53e3\u76d1\u89c6\u5668\uff08\u6ce2\u7279\u7387\u8bbe\u7f6e\u4e3a 115200\uff09\uff0c<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u7a0b\u5e8f\u4f1a\u81ea\u52a8\u8fde\u63a5 Wi-Fi \u5e76\u5411 AI \u5e73\u53f0\u53d1\u9001\u4e24\u6b21\u8bf7\u6c42\uff0c\u6bcf\u6b21\u8bf7\u6c42\u90fd\u4f1a\u5305\u542b\u4e4b\u524d\u7684\u5bf9\u8bdd\u5386\u53f2\uff0c<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u4ece\u800c\u5b9e\u73b0\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u591a\u8f6e\u5bf9\u8bdd\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u6ce8\u610f\u4e8b\u9879\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u672c\u4f8b\u4f7f\u7528 client.setInsecure() \u8df3\u8fc7\u4e86 SSL \u8bc1\u4e66\u9a8c\u8bc1\uff0c\u4ec5\u9002\u7528\u4e8e\u6d4b\u8bd5\u73af\u5883\uff1b<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *   \u5728\u751f\u4ea7\u73af\u5883\u4e2d\u5e94\u4f7f\u7528\u6709\u6548\u8bc1\u4e66\u4ee5\u786e\u4fdd\u901a\u4fe1\u5b89\u5168\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u8bf7\u6c42\u4ec5\u5728 setup() \u4e2d\u6267\u884c\u4e24\u6b21\uff0cloop() \u4e3a\u7a7a\uff0c\u4e0d\u4f1a\u91cd\u590d\u53d1\u9001\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u517c\u5bb9\u6027\u8bf4\u660e\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u672c\u7a0b\u5e8f\u5df2\u5728 ESP32-S3-DevKitC-1 \u5f00\u53d1\u677f\u4e0a\u6d4b\u8bd5\u901a\u8fc7\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u8bb8\u53ef\u8bc1\uff1aMIT License<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u7a0b\u5e8f\u6e90\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u672c\u7a0b\u5e8f\u6e90\u81ea\u592a\u6781\u521b\u5ba2\u56e2\u961f\u7cbe\u5fc3\u5f00\u53d1\u7684\u300aAI\u521b\u5ba2\u9879\u76ee\u5f00\u53d1\u6559\u7a0b\u300b\u3002\u8be5\u6559\u7a0b\u4e13\u4e3a\u70ed\u7231\u79d1\u6280\u521b\u65b0\u3001\u70ed\u8877\u4e8e\u52a8\u624b\u5b9e\u8df5 * \u521b\u5ba2\u7231\u597d\u8005\u4e0e\u521d\u5b66\u8005\u91cf\u8eab\u6253\u9020\uff0c\u662f\u4e00\u5957\u5b8c\u5168\u514d\u8d39\u3001\u5f00\u6e90\u4e14\u6ce8\u91cd\u5b9e\u6218\u7684AIoT\uff08\u4eba\u5de5\u667a\u80fd\u7269\u8054\u7f51\uff09\u5165\u95e8\u5b66\u4e60\u8d44\u6e90\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u901a\u8fc7\u672c\u6559\u7a0b\uff0c\u60a8\u53ef\u4ee5\u7cfb\u7edf\u5730\u638c\u63e1\u4ece\u9879\u76ee\u6784\u601d\u3001\u65b9\u6848\u8bbe\u8ba1\u3001\u8f6f\u786c\u4ef6\u9009\u578b\uff0c\u5230\u5b9e\u9645\u642d\u5efa\u3001\u7cfb\u7edf\u96c6\u6210\u4e0e\u8c03\u8bd5\u4f18\u5316\u7684 * \u6574\u5f00\u53d1\u6d41\u7a0b\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u60a8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u94fe\u63a5\u83b7\u5f97\u66f4\u591a\u5173\u4e8e\u672c\u6559\u7a0b\u7684\u8be6\u7ec6\u4fe1\u606f\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial\/<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *\/<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #5E81AC; font-weight: bold\">#<\/span><span style=\"color: #81A1C1\">include<\/span><span style=\"color: #5E81AC\"> <\/span><span style=\"color: #ECEFF4\">&lt;<\/span><span style=\"color: #A3BE8C\">WiFi.h<\/span><span style=\"color: #ECEFF4\">&gt;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #5E81AC; font-weight: bold\">#<\/span><span style=\"color: #81A1C1\">include<\/span><span style=\"color: #5E81AC\"> <\/span><span style=\"color: #ECEFF4\">&lt;<\/span><span style=\"color: #A3BE8C\">WiFiClientSecure.h<\/span><span style=\"color: #ECEFF4\">&gt;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #5E81AC; font-weight: bold\">#<\/span><span style=\"color: #81A1C1\">include<\/span><span style=\"color: #5E81AC\"> <\/span><span style=\"color: #ECEFF4\">&lt;<\/span><span style=\"color: #A3BE8C\">HTTPClient.h<\/span><span style=\"color: #ECEFF4\">&gt;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #5E81AC; font-weight: bold\">#<\/span><span style=\"color: #81A1C1\">include<\/span><span style=\"color: #5E81AC\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">my_info.h<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u521b\u5efa\u4e00\u4e2a\u5b89\u5168\u7684 Wi-Fi \u5ba2\u6237\u7aef\uff08\u7528\u4e8e HTTPS \u8fde\u63a5\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">WiFiClientSecure client<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u521b\u5efa\u4e00\u4e2a HTTP \u5ba2\u6237\u7aef\u5bf9\u8c61\uff0c\u7528\u4e8e\u53d1\u9001\u8bf7\u6c42<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">HTTPClient https<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/* <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * -------------- \u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u5bf9\u8bdd\u8bf7\u6c42\u4f53 --------------<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u6b64\u5904\u4f7f\u7528 C++11 \u7684\u539f\u59cb\u5b57\u7b26\u4e32\u5b57\u9762\u91cf\uff08Raw String Literal\uff09\u8bed\u6cd5 R&quot;rawliteral(...)rawliteral&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u6765\u5b9a\u4e49\u4e00\u4e2a\u591a\u884c JSON \u5b57\u7b26\u4e32\uff0c\u907f\u514d\u624b\u52a8\u8f6c\u4e49\u53cc\u5f15\u53f7\u548c\u6362\u884c\u7b26\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u8be5 JSON \u7b26\u5408 OpenAI API \u517c\u5bb9\u683c\u5f0f\uff0c\u5305\u542b\u4ee5\u4e0b\u5173\u952e\u5b57\u6bb5\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - model: \u6307\u5b9a\u8981\u8c03\u7528\u7684 AI \u6a21\u578b\u540d\u79f0<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - messages: \u5bf9\u8bdd\u5386\u53f2\uff0c\u5305\u542b system\u3001user\u3001assistant\u3001user \u56db\u6761\u6d88\u606f<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u672c\u8bf7\u6c42\u4f53\u6a21\u62df\u4e86\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u7684&quot;\u7b2c\u4e8c\u8f6e&quot;\u573a\u666f\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - system: \u8bbe\u5b9a AI \u7684\u8eab\u4efd<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - user(\u7b2c\u4e00\u8f6e): \u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - assistant(\u7b2c\u4e00\u8f6e\u56de\u7b54): 2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - user(\u7b2c\u4e8c\u8f6e): \u90a33\u5462<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u901a\u8fc7\u643a\u5e26\u524d\u9762\u5bf9\u8bdd\u5386\u53f2\uff0cAI \u80fd\u591f\u7406\u89e3&quot;\u90a33\u5462&quot;\u662f\u6307&quot;3\u76842\u6b21\u65b9\u7b49\u4e8e\u51e0&quot;\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *\/<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">char*<\/span><span style=\"color: #D8DEE9FF\"> request_payload <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">R&quot;rawliteral(<\/span><span style=\"color: #A3BE8C\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">  &quot;model&quot;: &quot;Qwen\/Qwen3-VL-8B-Instruct&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">  &quot;messages&quot;: &#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;system&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;user&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;assistant&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;user&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;\u90a33\u5462&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    }<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">  &#93;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">}<\/span><span style=\"color: #ECEFF4\">)rawliteral&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">void<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">setup<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u521d\u59cb\u5316\u4e32\u53e3\u901a\u4fe1\uff0c\u6ce2\u7279\u7387\u4e3a 115200<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">begin<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #B48EAD\">115200<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #88C0D0\">delay<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #B48EAD\">1000<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\"> \/\/ \u77ed\u6682\u7b49\u5f85\u4e32\u53e3\u7a33\u5b9a<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">---------- AI Platform Config ----------<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">print<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">AI Platform API Endpoint: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">print<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">ai_host<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">ai_endpoint<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">---------- Procedures ----------<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">Step 1: Connecting WiFi...<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u5f00\u59cb\u8fde\u63a5 Wi-Fi<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">WiFi<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">begin<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">ssid<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> password<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u5faa\u73af\u7b49\u5f85\u76f4\u5230\u6210\u529f\u8fde\u63a5<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #81A1C1\">while<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9\">WiFi<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">status<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">!=<\/span><span style=\"color: #D8DEE9FF\"> WL_CONNECTED<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #88C0D0\">delay<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #B48EAD\">500<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">print<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">.<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">Step 2: WiFi Connected!<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">Step 3: Initialize HTTPS Connection...<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u3010\u91cd\u8981\u3011\u8df3\u8fc7 SSL \u8bc1\u4e66\u9a8c\u8bc1\uff08\u4ec5\u7528\u4e8e\u5f00\u53d1\u6d4b\u8bd5\uff01\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u5728\u771f\u5b9e\u4ea7\u54c1\u4e2d\u5e94\u52a0\u8f7d\u6709\u6548\u8bc1\u4e66\u4ee5\u9632\u6b62\u4e2d\u95f4\u4eba\u653b\u51fb<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">client<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">setInsecure<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u8bbe\u7f6eSSL\u8fde\u63a5\u8d85\u65f6\u65f6\u95f4<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">client<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">setTimeout<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #B48EAD\">15<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\"> \/\/ 15\u79d2\u8d85\u65f6<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">Step 4: Send Request to AI Platform...<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u53d1\u9001\u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u8bf7\u6c42<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #88C0D0\">sendAIRequest<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">request_payload<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u5bf9\u8bdd\u8bf7\u6c42<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">Step 5: Task Completed!<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u4e3b\u5faa\u73af\u7559\u7a7a\uff0c\u56e0\u4e3a\u672c\u4f8b\u53ea\u9700\u53d1\u9001\u4e00\u6b21\u8bf7\u6c42<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">void<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">loop<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u7a7a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/* <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * -------------- \u5411 AI \u5e73\u53f0\u53d1\u9001 HTTPS \u8bf7\u6c42\u7684\u6838\u5fc3\u51fd\u6570 --------------<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u8be5\u51fd\u6570\u5b8c\u6210\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 1. \u6784\u9020\u5b8c\u6574\u7684 HTTPS \u8bf7\u6c42 URL\uff08\u57fa\u4e8e my_info.h \u4e2d\u5b9a\u4e49\u7684\u4e3b\u673a\u3001\u7aef\u53e3\u548c\u8def\u5f84\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 2. \u8bbe\u7f6e\u8bf7\u6c42\u5934\uff1aContent-Type \u4e3a application\/json\uff0cAuthorization \u4e3a Bearer + API \u5bc6\u94a5<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 3. \u53d1\u9001 POST \u8bf7\u6c42\uff0c\u643a\u5e26\u4e0a\u8ff0 JSON \u8bf7\u6c42\u4f53<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 4. \u63a5\u6536\u5e76\u6253\u5370 HTTP \u54cd\u5e94\u72b6\u6001\u7801\u548c\u54cd\u5e94\u5185\u5bb9<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u53c2\u6570\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - payload: \u8981\u53d1\u9001\u7684 JSON \u8bf7\u6c42\u4f53<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - description: \u8bf7\u6c42\u7684\u63cf\u8ff0\u540d\u79f0\uff0c\u7528\u4e8e\u8f93\u51fa\u663e\u793a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *\/<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">void<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">sendAIRequest<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">char*<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">payload<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">char*<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">description<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u6784\u9020 Authorization \u8bf7\u6c42\u5934\uff1a\u683c\u5f0f\u4e3a &quot;Bearer &lt;your-api-key&gt;&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  String auth <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">Bearer <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  auth <\/span><span style=\"color: #81A1C1\">+=<\/span><span style=\"color: #D8DEE9FF\"> ai_api_key<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u521d\u59cb\u5316 HTTPS \u8fde\u63a5\uff08\u4f7f\u7528 client\u3001\u4e3b\u673a\u540d\u3001\u7aef\u53e3\u3001API \u8def\u5f84\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9\">https<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">begin<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">client<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> ai_host<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> ai_port<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> ai_endpoint<\/span><span style=\"color: #ECEFF4\">))<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ \u8bbe\u7f6e\u8d85\u65f6\u65f6\u95f4\uff08\u6beb\u79d2\uff09- \u589e\u52a0\u8d85\u65f6\u65f6\u95f4\u4ee5\u5904\u7406\u66f4\u590d\u6742\u7684\u8bf7\u6c42<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #D8DEE9\">https<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">setTimeout<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #B48EAD\">20000<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\"> \/\/ 20\u79d2\u8d85\u65f6<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #D8DEE9\">https<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">setConnectTimeout<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #B48EAD\">10000<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\"> \/\/ 10\u79d2\u8fde\u63a5\u8d85\u65f6<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ \u6dfb\u52a0\u5fc5\u8981\u7684 HTTP \u8bf7\u6c42\u5934<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #D8DEE9\">https<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">addHeader<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">Content-Type<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">application\/json<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #D8DEE9\">https<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">addHeader<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">Authorization<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> auth<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ \u53d1\u9001 POST \u8bf7\u6c42\uff0c\u5e76\u83b7\u53d6 HTTP \u72b6\u6001\u7801<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #81A1C1\">int<\/span><span style=\"color: #D8DEE9FF\"> httpCode <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">https<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">POST<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">payload<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">---------- <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">+<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">String<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">description<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">+<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\"> Response ----------<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">httpCode <\/span><span style=\"color: #81A1C1\">&gt;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">      \/\/ \u6253\u5370 HTTP \u54cd\u5e94\u72b6\u6001\u7801\uff08\u5982 200 \u8868\u793a\u6210\u529f\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">print<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">HTTP Response Code: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">httpCode<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">      \/\/ \u5982\u679c\u54cd\u5e94\u6210\u529f\uff08HTTP 200 OK\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">httpCode <\/span><span style=\"color: #81A1C1\">==<\/span><span style=\"color: #D8DEE9FF\"> HTTP_CODE_OK<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">        \/\/ \u83b7\u53d6\u5b8c\u6574\u7684\u54cd\u5e94\u5b57\u7b26\u4e32<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">        String resp <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">https<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">getString<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">        <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">AI Response : <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">        <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">resp<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\">  \/\/ \u6253\u5370 AI \u8fd4\u56de\u7684\u5b8c\u6574 JSON\uff08\u542b\u6a21\u578b\u751f\u6210\u7684\u56de\u7b54\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">}<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">else<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">      \/\/ \u6253\u5370 HTTP \u9519\u8bef\u4fe1\u606f\uff08\u5982\u8fde\u63a5\u5931\u8d25\u3001\u8d85\u65f6\u7b49\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">print<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">HTTP error: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9\">https<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">errorToString<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">httpCode<\/span><span style=\"color: #ECEFF4\">).<\/span><span style=\"color: #88C0D0\">c_str<\/span><span style=\"color: #ECEFF4\">())<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">print<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">Error code: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">httpCode<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">========================================<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ \u7ed3\u675f\u672c\u6b21 HTTP \u4f1a\u8bdd\uff0c\u91ca\u653e\u8d44\u6e90<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #D8DEE9\">https<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">end<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">}<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">else<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ \u5982\u679c\u65e0\u6cd5\u5efa\u7acb HTTPS \u8fde\u63a5\uff0c\u6253\u5370\u9519\u8bef\u63d0\u793a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">Unable to connect to server<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/*<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * ========================================================================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u3010\u9644\u5f55\u3011\u672c\u7a0b\u5e8f\u5b9e\u9645\u53d1\u9001\u7684 HTTP \u8bf7\u6c42\u5185\u5bb9\uff08\u4f9b\u53c2\u8003\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * ========================================================================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u8bf7\u6c42\u5185\u5bb9\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * POST \/api\/v3\/chat\/completions HTTP\/1.1<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * Host: ark.cn-beijing.volces.com<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * Content-Type: application\/json<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * Authorization: Bearer &#91;\u4f60\u7684API\u5bc6\u94a5&#93;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *   &quot;model&quot;: &quot;Qwen\/Qwen3-VL-8B-Instruct&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *   &quot;messages&quot;: &#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *     {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *       &quot;role&quot;: &quot;system&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *       &quot;content&quot;: &quot;\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *     },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *     {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *       &quot;role&quot;: &quot;user&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *       &quot;content&quot;: &quot;\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *     },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *     {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *       &quot;role&quot;: &quot;assistant&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *       &quot;content&quot;: &quot;2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *     },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *     {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *       &quot;role&quot;: &quot;user&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *       &quot;content&quot;: &quot;\u90a33\u5462&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *     }<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *   &#93;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * }<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u8bf4\u660e\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u672c\u7a0b\u5e8f\u8bf7\u6c42\u5305\u542b\u5b8c\u6574\u7684\u5bf9\u8bdd\u5386\u53f2\uff0c\u6a21\u62df\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u7684&quot;\u7b2c\u4e8c\u8f6e&quot;\u573a\u666f<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - messages \u6570\u7ec4\u4e2d\u5305\u542b\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *   1. system: \u8bbe\u5b9a AI \u8eab\u4efd<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *   2. user(\u7b2c\u4e00\u8f6e): \u7b2c\u4e00\u8f6e\u7528\u6237\u63d0\u95ee<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *   3. assistant(\u7b2c\u4e00\u8f6e\u56de\u7b54): \u7b2c\u4e00\u8f6e AI \u56de\u7b54<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *   4. user(\u7b2c\u4e8c\u8f6e): \u7b2c\u4e8c\u8f6e\u7528\u6237\u63d0\u95ee&quot;\u90a33\u5462&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - AI \u901a\u8fc7\u7406\u89e3\u5b8c\u6574\u4e0a\u4e0b\u6587\uff0c\u80fd\u591f\u6b63\u786e\u7406\u89e3&quot;\u90a33\u5462&quot;\u662f\u6307&quot;3\u76842\u6b21\u65b9&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5177\u6709\u4e0a\u4e0b\u6587\u611f\u77e5\u80fd\u529b\u7684\u591a\u8f6e\u5bf9\u8bdd<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * ========================================================================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *\/<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7a0b\u5e8f\u8bf4\u660e\uff1a<\/strong><\/h3>\n\n\n\n<p>\u672c\u7a0b\u5e8f\u6f14\u793a\u4e86\u5982\u4f55\u901a\u8fc7 assistant role \u5b9e\u73b0\u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u5bf9\u8bdd\u3002<\/p>\n\n\n\n<p>\u672c\u7a0b\u5e8f\u4ec5\u6267\u884c\u4e00\u6b21\u8bf7\u6c42\uff0c\u8fd9\u6b21\u8bf7\u6c42\u6a21\u62df\u4e86\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u7684&#8221;\u7b2c\u4e8c\u8f6e&#8221;\u573a\u666f\uff0c\u5305\u542b\u5b8c\u6574\u7684\u5bf9\u8bdd\u5386\u53f2\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>User: \u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9<\/li>\n\n\n\n<li>AI: 2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002<\/li>\n\n\n\n<li>User: \u90a33\u5462<\/li>\n<\/ul>\n\n\n\n<p><strong>\u5173\u952e\u7279\u70b9\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7a0b\u5e8f\u53ea\u53d1\u9001\u4e00\u6b21\u8bf7\u6c42\uff0c\u4f46\u8bf7\u6c42\u4e2d\u5305\u542b\u4e86\u5b8c\u6574\u7684\u5bf9\u8bdd\u5386\u53f2<\/li>\n\n\n\n<li>\u901a\u8fc7 assistant role \u643a\u5e26 AI \u7684\u5386\u53f2\u56de\u7b54<\/li>\n\n\n\n<li>AI \u80fd\u591f\u7406\u89e3\u4e0a\u4e0b\u6587\uff0c\u6b63\u786e\u7406\u89e3&#8221;\u90a33\u5462&#8221;\u662f\u6307&#8221;3\u76842\u6b21\u65b9\u7b49\u4e8e\u51e0&#8221;<\/li>\n<\/ul>\n\n\n\n<p><strong>\u5173\u952e\u4ee3\u7801\uff1a\u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u8bf7\u6c42\u4f53\u5b9a\u4e49<\/strong><\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>const char* request_payload = R\"rawliteral({\n  \"model\": \"Qwen\/Qwen3-VL-8B-Instruct\",\n  \"messages\": &#91;\n    {\n      \"role\": \"system\",\n      \"content\": \"\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9\"\n    },\n    {\n      \"role\": \"assistant\",\n      \"content\": \"2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"\u90a33\u5462\"\n    }\n  &#93;\n})rawliteral\";<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">char*<\/span><span style=\"color: #D8DEE9FF\"> request_payload <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">R&quot;rawliteral(<\/span><span style=\"color: #A3BE8C\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">  &quot;model&quot;: &quot;Qwen\/Qwen3-VL-8B-Instruct&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">  &quot;messages&quot;: &#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;system&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;user&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;assistant&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;user&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;\u90a33\u5462&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    }<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">  &#93;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">}<\/span><span style=\"color: #ECEFF4\">)rawliteral&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><strong>\u8fd9\u6bb5\u4ee3\u7801<\/strong>\u5b9a\u4e49\u4e86\u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u8bf7\u6c42\u4f53\uff0c\u5305\u542b\u5b8c\u6574\u7684\u5bf9\u8bdd\u5386\u53f2\uff0c\u6a21\u62df\u591a\u8f6e\u5bf9\u8bdd\u4e2d\u7684&#8221;\u7b2c\u4e8c\u8f6e&#8221;\u573a\u666f\u3002<\/p>\n\n\n\n<p><strong>\u5173\u952e\u7ed3\u6784\u89e3\u6790\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>role: \"system\"<\/code>\u00a0&#8211; \u8bbe\u5b9a AI \u7684\u8eab\u4efd<\/li>\n\n\n\n<li><code>role: \"user\"<\/code>\u00a0(\u7b2c\u4e00\u8f6e) &#8211; \u7b2c\u4e00\u8f6e\u7528\u6237\u63d0\u95ee<\/li>\n\n\n\n<li><code>role: \"assistant\"<\/code>\u00a0&#8211; \u7b2c\u4e00\u8f6e AI \u7684\u56de\u7b54<\/li>\n\n\n\n<li><code>role: \"user\"<\/code>\u00a0(\u7b2c\u4e8c\u8f6e) &#8211; \u7b2c\u4e8c\u8f6e\u7528\u6237\u63d0\u95ee&#8221;\u90a33\u5462&#8221;<\/li>\n<\/ul>\n\n\n\n<p><strong>\u4e3a\u4ec0\u4e48\u8fd9\u6837\u505a\uff1f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u901a\u8fc7\u643a\u5e26\u5386\u53f2\u5bf9\u8bdd\uff0cAI \u624d\u80fd\u7406\u89e3&#8221;\u90a33\u5462&#8221;\u662f\u8ffd\u95ee&#8221;3\u76842\u6b21\u65b9&#8221;<\/li>\n\n\n\n<li>\u8fd9\u79cd\u65b9\u5f0f\u5b9e\u73b0\u4e86\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u8fde\u7eed\u5bf9\u8bdd<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5bf9\u8bdd\u6d41\u7a0b<\/strong><\/h3>\n\n\n\n<p>  \u4ee5\u4e0b\u5c55\u793a\u7684\u662f\u793a\u4f8b\u7a0b\u5e8f\u8bf7\u6c42\u548cAI\u5e73\u53f0\u54cd\u5e94\u6d41\u7a0b\uff0c\u8bf7\u7559\u610f\uff1a\u8bf7\u6c42\u4e2d\u643a\u5e26\u4e86\u4e4b\u524d\u7684\u5bf9\u8bdd\u5386\u53f2\uff0c\u4f7f AI \u80fd\u591f\u7406\u89e3\u4e0a\u4e0b\u6587     <\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n\u2502                     \u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u5bf9\u8bdd\u8bf7\u6c42                          \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502                                                                 \u2502\n\u2502   ESP32 \u2500\u2500\u2500\u2500\u2500\u2500\u25ba messages:                                       \u2502\n\u2502                 &#91;                                               \u2502\n\u2502                   {role: \"system\", content: \"\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406\"},  \u2502\n\u2502                   {role: \"user\", content: \"\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9\"},    \u2502\n\u2502                   {role: \"assistant\", content: \"2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\"},\u2502\n\u2502                   {role: \"user\", content: \"\u90a33\u5462\"}               \u2502\n\u2502                 &#93;                                               \u2502\n\u2502                              \u25bc                                  \u2502\n\u2502             AI \u5e73\u53f0\u7406\u89e3\u4e0a\u4e0b\u6587\u4ee5\u53ca\u7528\u6237\u63d0\u95ee\u7136\u540e\u63a8\u7406\u56de\u5e94                \u2502\n\u2502                              \u25bc                                  \u2502\n\u2502   ESP32 \u25c4\u2500\u2500\u2500\u2500\u2500\u2500 AI \u56de\u7b54\uff1a                                        \u2502\n\u2502                 {                                               \u2502\n\u2502                   role: \"assistant\",                            \u2502\n\u2502                   content: \"3\u76842\u6b21\u65b9\u7b49\u4e8e9\u3002\"                      \u2502\n\u2502                 }                                               \u2502\n\u2502                                                                 \u2502\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #D8DEE9FF\">\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                     \u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u5bf9\u8bdd\u8bf7\u6c42                          \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                                                                 \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502   ESP32 \u2500\u2500\u2500\u2500\u2500\u2500\u25ba messages:                                       \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                 <\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">                                               \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                   {role: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">system<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> content: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">}<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\">  \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                   {role: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> content: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">}<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\">    \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                   {role: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">assistant<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> content: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">}<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\">\u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                   {role: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> content: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u90a33\u5462<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">}               \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                 <\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\">                                               \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                              \u25bc                                  \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502             AI \u5e73\u53f0\u7406\u89e3\u4e0a\u4e0b\u6587\u4ee5\u53ca\u7528\u6237\u63d0\u95ee\u7136\u540e\u63a8\u7406\u56de\u5e94                \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                              \u25bc                                  \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502   ESP32 \u25c4\u2500\u2500\u2500\u2500\u2500\u2500 AI \u56de\u7b54\uff1a                                        \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                 <\/span><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\">                                               \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                   role<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">assistant<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\">                            \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                   content<\/span><span style=\"color: #ECEFF4\">:<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">3\u76842\u6b21\u65b9\u7b49\u4e8e9\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">                      \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                 <\/span><span style=\"color: #ECEFF4\">}<\/span><span style=\"color: #D8DEE9FF\">                                               \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2502                                                                 \u2502<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u5173\u952e\u673a\u5236\u89e3\u6790\"><strong>\u5e26\u6709\u4e0a\u4e0b\u6587\u7684AI\u4ea4\u6d41\u5173\u952e\u673a\u5236\u89e3\u6790<\/strong><\/h3>\n\n\n\n<p><strong>1. \u5386\u53f2\u8bb0\u5f55\u7d2f\u79ef<\/strong><\/p>\n\n\n\n<p>\u6bcf\u5b8c\u6210\u4e00\u8f6e\u5bf9\u8bdd\uff0c\u65b0\u7684 assistant role \u5c31\u4f1a\u88ab\u6dfb\u52a0\u5230 messages \u6570\u7ec4\u4e2d\u3002\u968f\u7740\u5bf9\u8bdd\u8f6e\u6b21\u7684\u589e\u52a0\uff0cmessages \u6570\u7ec4\u4f1a\u4e0d\u65ad\u589e\u957f\uff0c\u5305\u542b\u8d8a\u6765\u8d8a\u591a\u7684\u5386\u53f2\u5bf9\u8bdd\u3002<\/p>\n\n\n\n<p><strong>2. \u4e0a\u4e0b\u6587\u7406\u89e3<\/strong><\/p>\n\n\n\n<p>AI \u6a21\u578b\u901a\u8fc7\u8bfb\u53d6\u5b8c\u6574\u7684 messages \u6570\u7ec4\uff0c\u7406\u89e3\u5bf9\u8bdd\u7684\u5b8c\u6574\u8109\u7edc\u3002\u5982\uff0c\u5728\u672c\u793a\u4f8b\u4e2d\uff0c\u5f53\u7528\u6237\u63d0\u5230&#8221;\u90a33\u5462&#8221;\u65f6\uff0cAI \u4f1a\u7ed3\u5408\u7b2c\u4e00\u8f6e\u7684&#8221;2\u76842\u6b21\u65b9&#8221;\uff0c\u7406\u89e3\u7528\u6237\u662f\u60f3\u95ee&#8221;3\u76842\u6b21\u65b9&#8221;\u3002<\/p>\n\n\n\n<p><strong>3. \u52a8\u6001\u6d88\u606f\u6784\u5efa<\/strong><\/p>\n\n\n\n<p>\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u6bcf\u4e00\u8f6e\u8bf7\u6c42\u90fd\u9700\u8981\u91cd\u65b0\u6784\u5efa messages \u6570\u7ec4\uff0c\u5305\u542b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>System Role\uff08\u56fa\u5b9a\u4e0d\u53d8\uff09<\/li>\n\n\n\n<li>\u6240\u6709\u7684\u5386\u53f2\u5bf9\u8bdd\uff08User + Assistant\uff09<\/li>\n\n\n\n<li>\u5f53\u524d\u7684\u65b0\u95ee\u9898\uff08User\uff09<\/li>\n<\/ul>\n\n\n\n<p>\u601d\u8003\u9898\uff1a<\/p>\n\n\n\n<p>\u5982\u679c\u6211\u4eec\u60f3\u8981\u7ee7\u7eed\u4ee5\u4e0a\u793a\u4f8b\u7a0b\u5e8f\u4e2d\u7684\u5bf9\u8bdd\uff0c\u5b9e\u73b0\u65b0\u7684\u4e00\u8f6e\u4e0eAI\u4ea4\u6d41\uff0c\u5728\u8fd9\u4e00\u8f6e\u91cc\uff0c\u6211\u4eec\u9700\u8981\u95eeAI\u7684\u95ee\u9898\u662f\u201c\u90a35\u5462\u201d\uff0c\u4e5f\u5c31\u662f\u95eeAI\u201c5\u76842\u6b21\u65b9\u7b49\u4e8e\u51e0\u201d\u3002\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u8bf7\u6c42\uff0c\u6211\u4eec\u8be5\u5982\u4f55\u7f16\u5199\u65b0\u4e00\u8f6e\u4ea4\u6d41\u7684<strong>\u8bf7\u6c42\u4f53<\/strong>\uff1f<\/p>\n\n\n\n<p>\u8bf7\u5148\u4e0d\u8981\u770b\u4ee5\u4e0b\u7b54\u6848\uff0c\u8bd5\u7740\u81ea\u5df1\u601d\u8003\u4e00\u4e0b\uff0c\u5e76\u4e14\u5c1d\u8bd5\u6539\u5199\u4ee5\u4e0a\u793a\u4f8b\u7a0b\u5e8f\uff0c\u9a8c\u8bc1\u4f60\u7684<strong>\u8bf7\u6c42\u4f53<\/strong>\u5185\u5bb9\u662f\u5426\u6b63\u786e\u3002<\/p>\n\n\n\n<p>\u601d\u8003\u9898\u7b54\u6848\uff1a<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>const char* third_request_payload = R\"rawliteral({\n  \"model\": \"Qwen\/Qwen3-VL-8B-Instruct\",\n  \"messages\": &#91;\n    {\n      \"role\": \"system\",\n      \"content\": \"\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9\"\n    },\n    {\n      \"role\": \"assistant\",\n      \"content\": \"2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"\u90a33\u5462\"\n    },\n    {\n      \"role\": \"assistant\",\n      \"content\": \"3\u76842\u6b21\u65b9\u7b49\u4e8e9\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a3 \u00d7 3 = 9\u3002\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"\u90a35\u5462\"\n    }\n  &#93;\n})rawliteral\";<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">char*<\/span><span style=\"color: #D8DEE9FF\"> third_request_payload <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">R&quot;rawliteral(<\/span><span style=\"color: #A3BE8C\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">  &quot;model&quot;: &quot;Qwen\/Qwen3-VL-8B-Instruct&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">  &quot;messages&quot;: &#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;system&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;user&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;assistant&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a2 \u00d7 2 = 4\u3002&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;user&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;\u90a33\u5462&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;assistant&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;3\u76842\u6b21\u65b9\u7b49\u4e8e9\u3002\u8ba1\u7b97\u65b9\u6cd5\u662f\uff1a3 \u00d7 3 = 9\u3002&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    },<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;role&quot;: &quot;user&quot;,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">      &quot;content&quot;: &quot;\u90a35\u5462&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">    }<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">  &#93;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">}<\/span><span style=\"color: #ECEFF4\">)rawliteral&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><strong>\u601d\u8003\u9898\u8bf7\u6c42\u4f53\u8bf4\u660e\uff1a<\/strong><\/p>\n\n\n\n<p>\u672c\u8bf7\u6c42\u4f53\u5185\u5bb9\u5728\u4e24\u8f6e\u5bf9\u8bdd\u7684\u57fa\u7840\u4e0a\u589e\u52a0\u4e86\u4e00\u8f6e\uff0c\u6f14\u793a\u66f4\u590d\u6742\u7684\u591a\u8f6e\u5bf9\u8bdd\u573a\u666f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u7b2c\u4e00\u8f6e\u5bf9\u8bdd<\/strong>\uff1a\u7528\u6237\u8be2\u95ee&#8221;2\u76842\u6b21\u65b9\u662f\u591a\u5c11&#8221;\uff0cAI \u56de\u7b54&#8221;4&#8243;<\/li>\n\n\n\n<li><strong>\u7b2c\u4e8c\u8f6e\u5bf9\u8bdd<\/strong>\uff1a\u7528\u6237\u8ffd\u95ee&#8221;\u90a33\u5462&#8221;\uff0cAI \u56de\u7b54&#8221;9&#8243;<\/li>\n\n\n\n<li><strong>\u7b2c\u4e09\u8f6e\u5bf9\u8bdd<\/strong>\uff1a\u7528\u6237\u518d\u8ffd\u95ee&#8221;\u90a35\u5462&#8221;\uff0cAI \u56de\u7b54&#8221;25&#8243;<\/li>\n<\/ol>\n\n\n\n<p><strong>\u5173\u952e\u7279\u70b9\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e09\u8f6e\u5bf9\u8bdd\u5f62\u6210\u5b8c\u6574\u7684\u4e0a\u4e0b\u6587\u94fe<\/li>\n\n\n\n<li>\u6bcf\u8f6e\u8bf7\u6c42\u90fd\u643a\u5e26\u4e4b\u524d\u6240\u6709\u7684\u5bf9\u8bdd\u5386\u53f2<\/li>\n\n\n\n<li>AI \u80fd\u591f\u8ffd\u8e2a\u591a\u8f6e\u5bf9\u8bdd\u7684\u8109\u7edc<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Assistant Role \u7684\u5b9e\u9645\u5e94\u7528\u573a\u666f<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u573a\u666f1\u667a\u80fd\u5ba2\u670d\"><strong>\u573a\u666f1\uff1a\u667a\u80fd\u5ba2\u670d<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>\/\/ \u7b2c\u4e00\u8f6e\n{ \"role\": \"user\", \"content\": \"\u6211\u60f3\u9000\u8d27\" }\n\/\/ AI\u56de\u7b54\n{ \"role\": \"assistant\", \"content\": \"\u8bf7\u95ee\u60a8\u7684\u8ba2\u5355\u53f7\u662f\u591a\u5c11\uff1f\" }\n\n\/\/ \u7b2c\u4e8c\u8f6e\uff08\u643a\u5e26\u5386\u53f2\uff09\n{ \"role\": \"user\", \"content\": \"\u6211\u60f3\u9000\u8d27\" }\n{ \"role\": \"assistant\", \"content\": \"\u8bf7\u95ee\u60a8\u7684\u8ba2\u5355\u53f7\u662f\u591a\u5c11\uff1f\" }\n{ \"role\": \"user\", \"content\": \"\u8ba2\u5355\u53f7\u662f12345\" }\n\/\/ AI\u56de\u7b54\uff08\u7406\u89e3\u4e0a\u4e0b\u6587\uff0c\u7ee7\u7eed\u9000\u8d27\u6d41\u7a0b\uff09\n{ \"role\": \"assistant\", \"content\": \"\u597d\u7684\uff0c12345\u8ba2\u5355\u6b63\u5728\u4e3a\u60a8\u529e\u7406\u9000\u8d27...\" }<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #616E88\">\/\/ \u7b2c\u4e00\u8f6e<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u6211\u60f3\u9000\u8d27<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ AI\u56de\u7b54<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">assistant<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u8bf7\u95ee\u60a8\u7684\u8ba2\u5355\u53f7\u662f\u591a\u5c11\uff1f<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u7b2c\u4e8c\u8f6e\uff08\u643a\u5e26\u5386\u53f2\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u6211\u60f3\u9000\u8d27<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">assistant<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u8bf7\u95ee\u60a8\u7684\u8ba2\u5355\u53f7\u662f\u591a\u5c11\uff1f<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u8ba2\u5355\u53f7\u662f12345<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ AI\u56de\u7b54\uff08\u7406\u89e3\u4e0a\u4e0b\u6587\uff0c\u7ee7\u7eed\u9000\u8d27\u6d41\u7a0b\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">assistant<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u597d\u7684\uff0c12345\u8ba2\u5355\u6b63\u5728\u4e3a\u60a8\u529e\u7406\u9000\u8d27...<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><strong>\u5e94\u7528\uff1a<\/strong>&nbsp;\u5ba2\u670d\u5bf9\u8bdd\u4e2d\u4fdd\u6301\u4e0a\u4e0b\u6587\uff0c\u7528\u6237\u65e0\u9700\u91cd\u590d\u8bf4\u660e\u60c5\u51b5<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u573a\u666f2\uff1a<strong>\u667a\u80fd\u5bb6\u5c45\u63a7\u5236<\/strong><\/strong><\/h3>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span role=\"button\" tabindex=\"0\" style=\"color:#d8dee9ff;display:none\" aria-label=\"\u590d\u5236\" class=\"code-block-pro-copy-button\"><pre class=\"code-block-pro-copy-button-pre\" aria-hidden=\"true\"><textarea class=\"code-block-pro-copy-button-textarea\" tabindex=\"-1\" aria-hidden=\"true\" readonly>\/\/ \u7b2c\u4e00\u8f6e\n{ \"role\": \"user\", \"content\": \"\u6253\u5f00\u5ba2\u5385\u7684\u706f\" }\n\/\/ AI\u56de\u7b54\n{ \"role\": \"assistant\", \"content\": \"\u5df2\u6253\u5f00\u5ba2\u5385\u7684\u706f\" }\n\n\/\/ \u7b2c\u4e8c\u8f6e\uff08\u643a\u5e26\u5386\u53f2\uff09\n{ \"role\": \"user\", \"content\": \"\u6253\u5f00\u5ba2\u5385\u7684\u706f\" }\n{ \"role\": \"assistant\", \"content\": \"\u5df2\u6253\u5f00\u5ba2\u5385\u7684\u706f\" }\n{ \"role\": \"user\", \"content\": \"\u8c03\u5230\u6700\u4eae\" }\n\/\/ AI\u56de\u7b54\uff08\u7406\u89e3\u4e0a\u4e0b\u6587\uff0c\u64cd\u4f5c\u5ba2\u5385\u706f\uff09\n{ \"role\": \"assistant\", \"content\": \"\u5df2\u5c06\u5ba2\u5385\u706f\u8c03\u5230\u6700\u4eae\" }<\/textarea><\/pre><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki nord\" style=\"background-color: #2e3440ff\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #616E88\">\/\/ \u7b2c\u4e00\u8f6e<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u6253\u5f00\u5ba2\u5385\u7684\u706f<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ AI\u56de\u7b54<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">assistant<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u5df2\u6253\u5f00\u5ba2\u5385\u7684\u706f<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u7b2c\u4e8c\u8f6e\uff08\u643a\u5e26\u5386\u53f2\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u6253\u5f00\u5ba2\u5385\u7684\u706f<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">assistant<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u5df2\u6253\u5f00\u5ba2\u5385\u7684\u706f<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">user<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u8c03\u5230\u6700\u4eae<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ AI\u56de\u7b54\uff08\u7406\u89e3\u4e0a\u4e0b\u6587\uff0c\u64cd\u4f5c\u5ba2\u5385\u706f\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">assistant<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\u5df2\u5c06\u5ba2\u5385\u706f\u8c03\u5230\u6700\u4eae<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><strong>\u5e94\u7528\uff1a<\/strong>\u00a0\u7406\u89e3\u4e0a\u4e0b\u6587\uff0c\u667a\u80fd\u6267\u884c\u8fde\u7eed\u63a7\u5236\u6307\u4ee4<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>\u603b\u7ed3<\/strong><\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"assistant-role-\u7684\u6838\u5fc3\u4ef7\u503c\"><strong>Assistant Role \u7684\u6838\u5fc3\u4ef7\u503c<\/strong><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5b9e\u73b0\u4e0a\u4e0b\u6587\u7406\u89e3<\/strong>\uff1a\u901a\u8fc7\u643a\u5e26\u5bf9\u8bdd\u5386\u53f2\uff0cAI \u80fd\u591f\u7406\u89e3\u591a\u8f6e\u5bf9\u8bdd\u7684\u5b8c\u6574\u8109\u7edc<\/li>\n\n\n\n<li><strong>\u652f\u6301\u8fde\u7eed\u5bf9\u8bdd<\/strong>\uff1a\u7528\u6237\u65e0\u9700\u91cd\u590d\u8bf4\u660e\u80cc\u666f\u4fe1\u606f\uff0c\u5bf9\u8bdd\u66f4\u52a0\u81ea\u7136\u6d41\u7545<\/li>\n\n\n\n<li><strong>\u6784\u5efa\u667a\u80fd\u5e94\u7528<\/strong>\uff1a\u4e3a\u5ba2\u670d\u3001\u8c03\u8bd5\u3001\u63a7\u5236\u7b49\u573a\u666f\u63d0\u4f9b\u8fde\u8d2f\u7684\u4ea4\u4e92\u4f53\u9a8c<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"assistant-role-\u7684\u4f7f\u7528\u8981\u70b9\"><strong>Assistant Role \u7684\u4f7f\u7528\u8981\u70b9<\/strong><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5386\u53f2\u7d2f\u79ef<\/strong>\uff1a\u6bcf\u8f6e\u5bf9\u8bdd\u540e\uff0c\u5c06 assistant \u7684\u56de\u7b54\u6dfb\u52a0\u5230 messages \u6570\u7ec4<\/li>\n\n\n\n<li><strong>\u987a\u5e8f\u91cd\u8981<\/strong>\uff1a\u4e25\u683c\u6309\u7167\u65f6\u95f4\u987a\u5e8f\u6392\u5217\u6d88\u606f<\/li>\n\n\n\n<li><strong>\u6210\u672c\u63a7\u5236<\/strong>\uff1a\u6ce8\u610f token \u6d88\u8017\uff0c\u907f\u514d\u5bf9\u8bdd\u8fc7\u957f<\/li>\n\n\n\n<li><strong>\u52a8\u6001\u7ba1\u7406<\/strong>\uff1a\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u9700\u8981\u52a8\u6001\u6784\u5efa\u8bf7\u6c42\u4f53<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u822a\u680f\uff1a\u9996\u9875 \/ AI\u6559\u7a0b\u76ee\u5f55 \/ AI\u521b\u5ba2\u9879\u76ee\u5f00\u53d1\u6559\u7a0b\u76ee\u5f55 \/ \u7b2c1\u7bc7 \u57fa\u7840\u77e5\u8bc6\u7bc7 \/ AID101-1-2 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":80,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-609","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/ai.taichi-maker.com\/index.php\/wp-json\/wp\/v2\/pages\/609","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/ai.taichi-maker.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/ai.taichi-maker.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/ai.taichi-maker.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/ai.taichi-maker.com\/index.php\/wp-json\/wp\/v2\/comments?post=609"}],"version-history":[{"count":18,"href":"http:\/\/ai.taichi-maker.com\/index.php\/wp-json\/wp\/v2\/pages\/609\/revisions"}],"predecessor-version":[{"id":631,"href":"http:\/\/ai.taichi-maker.com\/index.php\/wp-json\/wp\/v2\/pages\/609\/revisions\/631"}],"up":[{"embeddable":true,"href":"http:\/\/ai.taichi-maker.com\/index.php\/wp-json\/wp\/v2\/pages\/80"}],"wp:attachment":[{"href":"http:\/\/ai.taichi-maker.com\/index.php\/wp-json\/wp\/v2\/media?parent=609"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}