{"id":640,"date":"2026-04-15T21:20:58","date_gmt":"2026-04-15T13:20:58","guid":{"rendered":"http:\/\/ai.taichi-maker.com\/?page_id=640"},"modified":"2026-04-15T21:22:36","modified_gmt":"2026-04-15T13:22:36","slug":"aid101-1-2-05-ai-api-summary","status":"publish","type":"page","link":"http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/ai-maker-project-tutorial-index\/ai-basics\/aid101-1-2-05-ai-api-summary\/","title":{"rendered":"AI\u521b\u5ba2\u9879\u76ee\u5f00\u53d1\u6559\u7a0b \u2013 AID101-1-2-05 \u2013 \u5927\u6a21\u578bAPI\u4ea4\u4e92\u57fa\u7840\u77e5\u8bc6\u603b\u7ed3\u53ca\u7ec3\u4e60"},"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> \/ AID101-1-2-05 \u2013 \u5927\u6a21\u578bAPI\u4ea4\u4e92\u57fa\u7840\u77e5\u8bc6\u603b\u7ed3\u53ca\u7ec3\u4e60<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u672c\u8282\u5185\u5bb9\u7b80\u4ecb\">\u672c\u8282\u5185\u5bb9\u7b80\u4ecb<\/h2>\n\n\n\n<p>\u672c\u8282\u8bfe\u7a0b\u91cc\u6211\u4eec\u5c06\u56de\u987e\u672c\u7ae0\u8bfe\u7a0b\u7684\u6838\u5fc3\u77e5\u8bc6\uff0c\u68b3\u7406\u5b83\u4eec\u4e4b\u95f4\u7684\u9012\u8fdb\u5173\u7cfb\uff0c\u5e76\u901a\u8fc7\u4e00\u4e2a\u7ec3\u4e60\u7a0b\u5e8f\uff0c\u5c06\u6240\u5b66\u77e5\u8bc6\u4ed8\u8bf8\u5b9e\u8df5\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u8bfe\u7a0b\u56de\u987e\u4ece\u5355\u6b21\u8bf7\u6c42\u5230\u591a\u8f6e\u5bf9\u8bdd\">\u8bfe\u7a0b\u56de\u987e\uff1a\u4ece\u5355\u6b21\u8bf7\u6c42\u5230\u591a\u8f6e\u5bf9\u8bdd<\/h2>\n\n\n\n<p>\u672c\u7ae0\u56db\u8282\u8bfe\u9075\u5faa<strong>\u5faa\u5e8f\u6e10\u8fdb<\/strong>\u7684\u6559\u5b66\u539f\u5219\uff0c\u6bcf\u4e00\u8282\u8bfe\u90fd\u5728\u524d\u4e00\u8282\u8bfe\u7684\u57fa\u7840\u4e0a\u5f15\u5165\u65b0\u7684\u6982\u5ff5\uff0c\u9010\u6b65\u6784\u5efa\u8d77\u5b8c\u6574\u7684 AI \u5bf9\u8bdd\u77e5\u8bc6\u4f53\u7cfb\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"-2-1api-\u8bf7\u6c42\u57fa\u7840--\u4e0e-ai-\u7684\u7b2c\u4e00\u6b21\u5bf9\u8bdd\">\ud83d\udccc<a href=\"http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/ai-maker-project-tutorial-index\/ai-basics\/aid101-1-2-01-simple-large-language-model-api-request\/\">AID101-1-2-01 &#8211; \u4f7f\u7528ESP32\u8c03\u7528AI\u5927\u6a21\u578bAPI\u7684\u57fa\u672c\u64cd\u4f5c<\/a><\/h3>\n\n\n\n<p><strong>\u6838\u5fc3\u5185\u5bb9\uff1a<\/strong>\u00a0\u5b66\u4e60ESP32 \u5982\u4f55\u5411 AI \u5e73\u53f0\u53d1\u9001\u8bf7\u6c42\u5e76\u83b7\u5f97\u56de\u7b54<\/p>\n\n\n\n<p>\u8fd9\u662f\u6574\u4e2a\u7cfb\u5217\u8bfe\u7a0b\u7684\u8d77\u70b9\u3002\u672c\u8282\u8bfe\u8bb2\u89e3\u4e86 ESP32 \u8c03\u7528 AI \u5e73\u53f0 API \u7684\u5b8c\u6574\u6d41\u7a0b\uff0c\u5305\u542b\u56db\u4e2a\u9636\u6bb5\uff1a<\/p>\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\">\u9636\u6bb5<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5173\u952e\u64cd\u4f5c<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u6d89\u53ca\u7684\u6838\u5fc3\u4ee3\u7801<\/th><\/tr><\/thead><tbody><tr><td>\u521d\u59cb\u5316\u4e0e\u51c6\u5907<\/td><td>\u5f15\u5165\u5e93\u3001\u5b9a\u4e49\u8bf7\u6c42 JSON\u3001\u521b\u5efa\u5ba2\u6237\u7aef\u5bf9\u8c61<\/td><td><code>WiFi.h<\/code>\u3001<code>WiFiClientSecure.h<\/code>\u3001<code>HTTPClient.h<\/code><\/td><\/tr><tr><td>\u7cfb\u7edf\u542f\u52a8<\/td><td>\u4e32\u53e3\u521d\u59cb\u5316\u3001Wi-Fi \u8fde\u63a5\u3001HTTPS \u914d\u7f6e<\/td><td><code>WiFi.begin()<\/code>\u3001<code>client.setInsecure()<\/code><\/td><\/tr><tr><td>\u53d1\u9001 AI \u8bf7\u6c42<\/td><td>\u6784\u9020\u8ba4\u8bc1\u5934\u3001\u53d1\u9001 POST \u8bf7\u6c42\u3001\u5904\u7406\u54cd\u5e94<\/td><td><code>https.POST()<\/code>\u3001<code>https.getString()<\/code><\/td><\/tr><tr><td>\u4e3b\u5faa\u73af<\/td><td>\u7a7a\u5faa\u73af\uff08\u4ec5\u53d1\u9001\u4e00\u6b21\u8bf7\u6c42\uff09<\/td><td><code>loop()<\/code><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u672c\u8282\u8bfe\u7684\u5173\u952e\u6536\u83b7\uff1a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u8bf7\u6c42\u4f53\u7684 JSON \u7ed3\u6784<\/strong>\uff1a\u7406\u89e3\u00a0<code>model<\/code>\u3001<code>messages<\/code>\u3001<code>temperature<\/code>\u3001<code>max_tokens<\/code>\u00a0\u56db\u4e2a\u53c2\u6570\u7684\u542b\u4e49<\/li>\n\n\n\n<li><strong>HTTPS \u901a\u4fe1\u6d41\u7a0b<\/strong>\uff1a<code>begin()<\/code>\u00a0\u2192 \u8bbe\u7f6e\u8bf7\u6c42\u5934 \u2192\u00a0<code>POST()<\/code>\u00a0\u2192\u00a0<code>getString()<\/code>\u00a0\u2192\u00a0<code>end()<\/code><\/li>\n\n\n\n<li><strong>messages \u6570\u7ec4\u7684\u57fa\u672c\u683c\u5f0f<\/strong>\uff1a\u8fd9\u662f\u4e0e AI \u901a\u4fe1\u7684\u6838\u5fc3\u6570\u636e\u7ed3\u6784<\/li>\n<\/ol>\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>\"messages\": &#91;\n  {\n    \"role\": \"system\",\n    \"content\": \"You are a helpful assistant.\"\n  },\n  {\n    \"role\": \"user\",\n    \"content\": \"\u8bf7\u89e3\u91ca\u4e00\u4e0b\u4ec0\u4e48\u662f\u4eba\u5de5\u667a\u80fd\u5927\u8bed\u8a00\u6a21\u578b\"\n  }\n&#93;<\/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: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">messages<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  {<\/span><\/span>\n<span class=\"line\"><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\">system<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">,<\/span><\/span>\n<span class=\"line\"><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\">You are a helpful assistant.<\/span><span style=\"color: #ECEFF4\">&quot;<\/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>\n<span class=\"line\"><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>\n<span class=\"line\"><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\u89e3\u91ca\u4e00\u4e0b\u4ec0\u4e48\u662f\u4eba\u5de5\u667a\u80fd\u5927\u8bed\u8a00\u6a21\u578b<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  }<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">&#93;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p>\u6b64\u65f6\uff0cmessages \u6570\u7ec4\u4e2d\u53ea\u6709 system \u548c user \u4e24\u79cd\u89d2\u8272\uff0c\u7a0b\u5e8f\u4ec5\u53d1\u9001\u4e00\u6b21\u8bf7\u6c42\uff0cAI \u7684\u56de\u7b54\u4e5f\u4e0d\u4f1a\u88ab\u4fdd\u5b58\u6216\u518d\u6b21\u4f7f\u7528\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"-2-2system-role--\u7ed9-ai-\u8bbe\u5b9a\u4eba\u8bbe\">\ud83d\udccc <a href=\"http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/ai-maker-project-tutorial-index\/ai-basics\/aid101-1-2-02-system-role-explained\/\">AID101-1-2-02 &#8211; System Role\u8be6\u89e3<\/a><\/h3>\n\n\n\n<p><strong>\u6838\u5fc3\u5185\u5bb9\uff1a<\/strong>\u00a0\u5b66\u4e60\u5982\u4f55\u8ba9 AI \u6309\u7167\u6211\u4eec\u671f\u671b\u7684\u65b9\u5f0f\u56de\u7b54\u95ee\u9898<\/p>\n\n\n\n<p>\u672c\u8282\u8bfe\u6df1\u5165\u8bb2\u89e3\u4e86 System Role \u7684\u4f5c\u7528\u2014\u2014\u5b83\u5c31\u50cf\u7ed9 AI \u4e0b\u8fbe&#8221;\u4eba\u8bbe\u6307\u4ee4&#8221;\uff0c\u8ba9 AI \u6309\u7167\u7279\u5b9a\u7684\u8eab\u4efd\u3001\u98ce\u683c\u548c\u89c4\u5219\u6765\u56de\u7b54\u95ee\u9898\u3002<\/p>\n\n\n\n<p><strong>System Role \u7684\u4e09\u5927\u6838\u5fc3\u5e94\u7528\u573a\u666f\uff1a<\/strong><\/p>\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\">\u573a\u666f<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u4f5c\u7528<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u793a\u4f8b<\/th><\/tr><\/thead><tbody><tr><td>\u6307\u5b9a\u89d2\u8272\u8eab\u4efd<\/td><td>\u8ba9 AI \u626e\u6f14\u7279\u5b9a\u89d2\u8272<\/td><td>&#8220;\u4f60\u662f\u8c6a\u8fc8\u52c7\u731b\u7684\u4e09\u56fd\u731b\u5c06\u2014\u2014\u5f20\u98de&#8221;<\/td><\/tr><tr><td>\u5f3a\u5236\u8f93\u51fa\u683c\u5f0f<\/td><td>\u8ba9 AI \u8f93\u51fa\u7ed3\u6784\u5316\u6570\u636e<\/td><td>&#8220;\u4ee5\u7eaf\u6587\u672c JSON \u683c\u5f0f\u8f93\u51fa\u7ed3\u679c&#8221;<\/td><\/tr><tr><td>\u9650\u5236\u8bed\u8a00\u98ce\u683c<\/td><td>\u63a7\u5236 AI \u7684\u8868\u8fbe\u65b9\u5f0f<\/td><td>&#8220;\u4e0d\u8981\u4f7f\u7528\u73b0\u4ee3\u672f\u8bed&#8221;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u672c\u8282\u8bfe\u76f8\u6bd4 2-1 \u7684\u5173\u952e\u53d8\u5316\uff1a<\/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>\/\/ 2-1\uff1a\u6700\u57fa\u7840\u7684\u7cfb\u7edf\u63d0\u793a\u8bcd\n\"content\": \"You are a helpful assistant.\"\n\n\/\/ 2-2\uff1a\u4e30\u5bcc\u7684\u89d2\u8272\u8bbe\u5b9a\n\"content\": \"\u4f60\u662f\u8c6a\u8fc8\u52c7\u731b\u3001\u6027\u5982\u70c8\u706b\u7684\u4e09\u56fd\u731b\u5c06\u2014\u2014\u5f20\u98de\u3002\u4f60\u5fe0\u4e49\u65e0\u53cc\uff0c\u5ac9\u6076\u5982\u4ec7\uff0c\n           \u8bf4\u8bdd\u76f4\u7387\u7c97\u72b7\u3002\u8bf7\u4ee5\u5f20\u98de\u7684\u53e3\u543b\u56de\u7b54\u95ee\u9898\uff0c\u4fdd\u6301\u5176\u6027\u683c\u7279\u70b9\uff0c\n           \u53ea\u4f7f\u7528\u300a\u4e09\u56fd\u6f14\u4e49\u300b\u5c0f\u8bf4\u4e2d\u7684\u8bed\u8a00\u98ce\u683c\u8fdb\u884c\u4ea4\u6d41\uff0c\u4e0d\u8981\u4f7f\u7528\u73b0\u4ee3\u672f\u8bed\u3002\"<\/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\">\/\/ 2-1\uff1a\u6700\u57fa\u7840\u7684\u7cfb\u7edf\u63d0\u793a\u8bcd<\/span><\/span>\n<span class=\"line\"><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\">You are a helpful assistant.<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ 2-2\uff1a\u4e30\u5bcc\u7684\u89d2\u8272\u8bbe\u5b9a<\/span><\/span>\n<span class=\"line\"><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\">\u4f60\u662f\u8c6a\u8fc8\u52c7\u731b\u3001\u6027\u5982\u70c8\u706b\u7684\u4e09\u56fd\u731b\u5c06\u2014\u2014\u5f20\u98de\u3002\u4f60\u5fe0\u4e49\u65e0\u53cc\uff0c\u5ac9\u6076\u5982\u4ec7\uff0c<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">           \u8bf4\u8bdd\u76f4\u7387\u7c97\u72b7\u3002\u8bf7\u4ee5\u5f20\u98de\u7684\u53e3\u543b\u56de\u7b54\u95ee\u9898\uff0c\u4fdd\u6301\u5176\u6027\u683c\u7279\u70b9\uff0c<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">           \u53ea\u4f7f\u7528\u300a\u4e09\u56fd\u6f14\u4e49\u300b\u5c0f\u8bf4\u4e2d\u7684\u8bed\u8a00\u98ce\u683c\u8fdb\u884c\u4ea4\u6d41\uff0c\u4e0d\u8981\u4f7f\u7528\u73b0\u4ee3\u672f\u8bed\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><strong>\u7f16\u5199 System Role \u7684\u51e0\u4e2a\u6280\u5de7\uff1a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u660e\u786e\u89d2\u8272\u8eab\u4efd<\/strong>\uff1a&#8221;\u4f60\u662f\u8c6a\u8fc8\u52c7\u731b\u3001\u6027\u5982\u70c8\u706b\u7684\u4e09\u56fd\u731b\u5c06\u2014\u2014\u5f20\u98de&#8221;<\/li>\n\n\n\n<li><strong>\u63cf\u8ff0\u6027\u683c\u7279\u70b9<\/strong>\uff1a&#8221;\u4f60\u5fe0\u4e49\u65e0\u53cc\uff0c\u5ac9\u6076\u5982\u4ec7\uff0c\u8bf4\u8bdd\u76f4\u7387\u7c97\u72b7&#8221;<\/li>\n\n\n\n<li><strong>\u6307\u5b9a\u8bed\u8a00\u98ce\u683c<\/strong>\uff1a&#8221;\u53ea\u4f7f\u7528\u300a\u4e09\u56fd\u6f14\u4e49\u300b\u5c0f\u8bf4\u4e2d\u7684\u8bed\u8a00\u98ce\u683c\u8fdb\u884c\u4ea4\u6d41&#8221;<\/li>\n\n\n\n<li><strong>\u7ed9\u51fa\u5177\u4f53\u6307\u4ee4<\/strong>\uff1a&#8221;\u4e0d\u8981\u4f7f\u7528\u73b0\u4ee3\u672f\u8bed&#8221;<\/li>\n<\/ol>\n\n\n\n<p>\u6b64\u65f6\uff0cmessages \u6570\u7ec4\u4e2d\u4ecd\u7136\u53ea\u6709 system \u548c user \u4e24\u79cd\u89d2\u8272\uff0c\u4f46 system \u7684\u5185\u5bb9\u53d8\u5f97\u4e30\u5bcc\u800c\u5f3a\u5927\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"-2-3user-role--\u5411-ai-\u63d0\u51fa\u95ee\u9898\">\ud83d\udccc <a href=\"http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/ai-maker-project-tutorial-index\/ai-basics\/aid101-1-2-03-user-role-explained\/\">AID101-1-2-03 &#8211; User Role \u8be6\u89e3<\/a><\/h3>\n\n\n\n<p><strong>\u6838\u5fc3\u5185\u5bb9\uff1a<\/strong>\u00a0\u5b66\u4e60\u5982\u4f55\u6709\u6548\u5730\u5411 AI \u8868\u8fbe\u6211\u4eec\u7684\u9700\u6c42<\/p>\n\n\n\n<p>\u672c\u8282\u8bfe\u805a\u7126\u4e8e User Role\uff0c\u8bb2\u89e3\u4e86\u5982\u4f55\u7f16\u5199\u9ad8\u8d28\u91cf\u7684\u63d0\u793a\u8bcd\uff08Prompt\uff09\uff0c\u8ba9 AI \u66f4\u51c6\u786e\u5730\u7406\u89e3\u7528\u6237\u610f\u56fe\u3002<\/p>\n\n\n\n<p><strong>User Role \u4e0e System Role \u7684\u5206\u5de5\uff1a<\/strong><\/p>\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\">\u7c7b\u6bd4<\/th><\/tr><\/thead><tbody><tr><td>System Role<\/td><td>\u8bbe\u5b9a AI \u7684\u884c\u4e3a\u89c4\u5219\u548c\u8eab\u4efd<\/td><td>\u7ed9 AI \u5b9a&#8221;\u89c4\u77e9&#8221;<\/td><\/tr><tr><td>User Role<\/td><td>\u53d1\u9001\u7528\u6237\u7684\u5177\u4f53\u95ee\u9898\u6216\u6307\u4ee4<\/td><td>\u5411 AI \u63d0&#8221;\u8981\u6c42&#8221;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>\u63d0\u793a\u8bcd\u5de5\u7a0b\u7684\u56db\u5927\u6838\u5fc3\u539f\u5219\uff1a<\/strong><\/p>\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\">\u539f\u5219<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u8bf4\u660e<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u793a\u4f8b<\/th><\/tr><\/thead><tbody><tr><td>\u6e05\u6670\u5177\u4f53<\/td><td>\u907f\u514d\u6a21\u7cca\u63d0\u95ee<\/td><td>\u274c &#8220;\u5e2e\u6211\u5199\u4e2a\u51fd\u6570&#8221; \u2192 \u2705 &#8220;\u7528 C++ \u5199\u4e00\u4e2a\u5224\u65ad\u95f0\u5e74\u7684\u51fd\u6570&#8221;<\/td><\/tr><tr><td>\u63d0\u4f9b\u80cc\u666f<\/td><td>\u7ed9 AI \u8db3\u591f\u7684\u4e0a\u4e0b\u6587<\/td><td>\u274c &#8220;\u63a8\u8350\u7f16\u7a0b\u4e66&#8221; \u2192 \u2705 &#8220;\u6211\u662f C++ \u521d\u5b66\u8005\uff0c\u63a8\u8350\u8fdb\u9636\u4e66\u7c4d&#8221;<\/td><\/tr><tr><td>\u660e\u786e\u683c\u5f0f<\/td><td>\u6307\u5b9a\u8f93\u51fa\u683c\u5f0f<\/td><td>\u274c &#8220;\u600e\u4e48\u5904\u7406 bug&#8221; \u2192 \u2705 &#8220;\u6309\u539f\u56e0\u3001\u65b9\u6848\u3001\u9884\u9632\u4e09\u90e8\u5206\u56de\u7b54&#8221;<\/td><\/tr><tr><td>\u5206\u6b65\u5904\u7406<\/td><td>\u590d\u6742\u4efb\u52a1\u62c6\u89e3<\/td><td>\u274c &#8220;\u89e3\u91ca\u91cf\u5b50\u8ba1\u7b97\u5e76\u5b9e\u73b0&#8221; \u2192 \u2705 &#8220;\u5148\u89e3\u91ca\u539f\u7406\uff0c\u518d\u7ed9\u4ee3\u7801\u793a\u4f8b&#8221;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u6b64\u65f6\uff0cmessages \u6570\u7ec4\u4e2d\u4ecd\u7136\u662f system \u548c user \u4e24\u79cd\u89d2\u8272\uff0c\u4f46\u7528\u6237\u5b66\u4f1a\u4e86\u5982\u4f55\u66f4\u6709\u6548\u5730\u7f16\u5199 user \u6d88\u606f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"-2-4assistant-role--\u8ba9-ai-\u8bb0\u4f4f\u5bf9\u8bdd\">\ud83d\udccc\u00a0\u00a0<a href=\"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\/\">AID101-1-2-04 &#8211; Assistant Role\u8be6\u89e3<\/a><\/h3>\n\n\n\n<p><strong>\u6838\u5fc3\u5185\u5bb9\uff1a<\/strong>\u00a0\u5b66\u4e60\u5982\u4f55\u8ba9 AI \u7406\u89e3\u591a\u8f6e\u5bf9\u8bdd\u7684\u4e0a\u4e0b\u6587<\/p>\n\n\n\n<p>\u8fd9\u662f\u672c\u7cfb\u5217\u8bfe\u7a0b\u7684\u5173\u952e\u8f6c\u6298\u70b9\u3002\u524d\u4e09\u8282\u8bfe\u4e2d\uff0c\u6bcf\u6b21\u8bf7\u6c42\u90fd\u662f\u72ec\u7acb\u7684\uff0cAI \u65e0\u6cd5&#8221;\u8bb0\u4f4f&#8221;\u4e4b\u524d\u8bf4\u8fc7\u7684\u8bdd\u3002\u672c\u8282\u8bfe\u5f15\u5165\u4e86 Assistant Role\uff0c\u5c06 AI \u7684\u5386\u53f2\u56de\u7b54\u5e26\u5165\u4e0b\u4e00\u6b21\u8bf7\u6c42\uff0c\u5b9e\u73b0\u4e86\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u8fde\u7eed\u5bf9\u8bdd\u3002<\/p>\n\n\n\n<p><strong>\u4e09\u79cd\u89d2\u8272\u7684\u534f\u4f5c\u5173\u7cfb\uff1a<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>System Role  \u2192  \u8bbe\u5b9a AI \u7684\u884c\u4e3a\u89c4\u5219\uff08\u56fa\u5b9a\u4e0d\u53d8\uff09\nUser Role    \u2192  \u7528\u6237\u7684\u8f93\u5165\uff08\u6bcf\u8f6e\u53d8\u5316\uff09\nAssistant Role \u2192 AI \u7684\u56de\u7b54\u8bb0\u5f55\uff08\u6bcf\u8f6e\u7d2f\u79ef\uff09<\/code><\/pre>\n\n\n\n<p><strong>messages \u6570\u7ec4\u4e2d\u6d88\u606f\u7684\u987a\u5e8f\u89c4\u5219\uff1a<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>1. system      \uff08\u6700\u5148\uff0c\u8bbe\u5b9a AI \u8eab\u4efd\uff09\n2. user        \uff08\u7b2c\u4e00\u8f6e\u7528\u6237\u95ee\u9898\uff09\n3. assistant   \uff08\u7b2c\u4e00\u8f6e AI \u56de\u7b54\uff09\n4. user        \uff08\u7b2c\u4e8c\u8f6e\u7528\u6237\u95ee\u9898\uff09\n5. assistant   \uff08\u7b2c\u4e8c\u8f6e AI \u56de\u7b54\uff09\n6. user        \uff08\u7b2c\u4e09\u8f6e\u7528\u6237\u95ee\u9898\uff09\n...\u4ee5\u6b64\u7c7b\u63a8<\/code><\/pre>\n\n\n\n<p><strong>\u4e3a\u4ec0\u4e48\u9700\u8981 Assistant Role\uff1f<\/strong><\/p>\n\n\n\n<p>\u6ca1\u6709 Assistant Role \u65f6\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u7528\u6237: \"\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9\"  \u2192 AI: \"\u7b49\u4e8e4\"\n\u7528\u6237: \"\u90a33\u5462\"             \u2192 AI: \"3\u4ec0\u4e48\uff1f\"\uff08\u65e0\u6cd5\u7406\u89e3\u4e0a\u4e0b\u6587\uff09<\/code><\/pre>\n\n\n\n<p>\u6709\u4e86 Assistant Role \u65f6\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>\u7528\u6237: \"\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9\"  \u2192 AI: \"\u7b49\u4e8e4\"\n\u7528\u6237: \"\u90a33\u5462\"             \u2192 AI: \"3\u76842\u6b21\u65b9\u7b49\u4e8e9\"\uff08\u7406\u89e3\u4e0a\u4e0b\u6587\uff01\uff09<\/code><\/pre>\n\n\n\n<p><strong>\u672c\u8282\u8bfe\u7684\u5173\u952e\u8ba4\u8bc6\uff1a<\/strong>&nbsp;\u591a\u8f6e\u5bf9\u8bdd\u7684\u672c\u8d28\uff0c\u5c31\u662f\u5728\u6bcf\u6b21\u8bf7\u6c42\u4e2d\u643a\u5e26\u5b8c\u6574\u7684\u5bf9\u8bdd\u5386\u53f2\uff08\u5305\u62ec AI \u4e4b\u524d\u7684\u56de\u7b54\uff09\uff0c\u8ba9 AI \u80fd\u591f\u7406\u89e3\u5bf9\u8bdd\u7684\u5b8c\u6574\u8109\u7edc\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"-\u56db\u8282\u8bfe\u7684\u77e5\u8bc6\u9012\u8fdb\u5173\u7cfb\">\ud83d\udcca \u56db\u8282\u8bfe\u7684\u77e5\u8bc6\u9012\u8fdb\u5173\u7cfb<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>2-1 API\u8bf7\u6c42\u57fa\u7840\n  \u2502  \u5b66\u4f1a\uff1aESP32 \u5982\u4f55\u4e0e AI \u5e73\u53f0\u901a\u4fe1\n  \u2502  \u638c\u63e1\uff1a\u8bf7\u6c42\u4f53 JSON \u7ed3\u6784\u3001HTTPS \u901a\u4fe1\u6d41\u7a0b\n  \u2502\n  \u25bc\n2-2 System Role\n  \u2502  \u5b66\u4f1a\uff1a\u5982\u4f55\u901a\u8fc7 system \u6d88\u606f\u63a7\u5236 AI \u7684\u884c\u4e3a\n  \u2502  \u638c\u63e1\uff1a\u89d2\u8272\u5b9a\u4f4d\u3001\u683c\u5f0f\u7ea6\u675f\u3001\u98ce\u683c\u63a7\u5236\n  \u2502\n  \u25bc\n2-3 User Role\n  \u2502  \u5b66\u4f1a\uff1a\u5982\u4f55\u7f16\u5199\u9ad8\u8d28\u91cf\u7684\u63d0\u793a\u8bcd\n  \u2502  \u638c\u63e1\uff1a\u63d0\u793a\u8bcd\u5de5\u7a0b\u7684\u56db\u5927\u6838\u5fc3\u539f\u5219\n  \u2502\n  \u25bc\n2-4 Assistant Role\n  \u2502  \u5b66\u4f1a\uff1a\u5982\u4f55\u901a\u8fc7 assistant \u6d88\u606f\u5b9e\u73b0\u4e0a\u4e0b\u6587\u611f\u77e5\n  \u2502  \u638c\u63e1\uff1a\u591a\u8f6e\u5bf9\u8bdd\u7684\u6d88\u606f\u6784\u5efa\u65b9\u5f0f\n  \u2502\n  \u25bc\n2-5 \u7efc\u5408\u7ec3\u4e60\uff08\u672c\u8282\uff09\n     \u5b66\u4f1a\uff1a\u5c06\u4e09\u79cd\u89d2\u8272\u7efc\u5408\u8fd0\u7528\uff0c\u5b9e\u73b0\u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd\n     \u638c\u63e1\uff1a\u52a8\u6001\u6784\u5efa\u8bf7\u6c42 JSON\u3001\u7ba1\u7406\u5bf9\u8bdd\u4e0a\u4e0b\u6587\n<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u601d\u8003\u9898\u5b9e\u73b0\u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd\">\u601d\u8003\u9898\uff1a\u5b9e\u73b0\u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd<\/h2>\n\n\n\n<p>\u5728\u524d\u56db\u8282\u8bfe\u4e2d\uff0c\u6211\u4eec\u5b66\u4e60\u4e86\u4e09\u79cd\u6d88\u606f\u89d2\u8272\u7684\u4f5c\u7528\u548c\u7528\u6cd5\uff0c\u4f46\u793a\u4f8b\u7a0b\u5e8f\u4e2d\u7684\u5bf9\u8bdd\u5185\u5bb9\u90fd\u662f<strong>\u786c\u7f16\u7801<\/strong>\u5728\u7a0b\u5e8f\u4e2d\u7684\u2014\u2014\u4e5f\u5c31\u662f\u8bf4\uff0c\u5bf9\u8bdd\u5185\u5bb9\u5728\u7a0b\u5e8f\u4e0a\u4f20\u4e4b\u524d\u5c31\u5df2\u7ecf\u56fa\u5b9a\u4e86\uff0c\u65e0\u6cd5\u5728\u8fd0\u884c\u65f6\u6539\u53d8\u3002<\/p>\n\n\n\n<p>\u73b0\u5728\uff0c\u8bf7\u601d\u8003\u4ee5\u4e0b\u95ee\u9898\uff1a<\/p>\n\n\n\n<p><strong>\u5982\u4f55\u7f16\u5199\u4e00\u4e2a\u7a0b\u5e8f\uff0c\u8ba9\u7528\u6237\u901a\u8fc7\u4e32\u53e3\u76d1\u89c6\u5668\u5b9e\u65f6\u8f93\u5165\u6d88\u606f\uff0c\u4e0e AI \u8fdb\u884c\u771f\u6b63\u7684\u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd\uff1f<\/strong><\/p>\n\n\n\n<p>\u5177\u4f53\u8981\u6c42\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7528\u6237\u53ef\u4ee5\u5728\u542f\u52a8\u65f6\u81ea\u5b9a\u4e49 System Role\uff08AI \u7684\u8eab\u4efd\u8bbe\u5b9a\uff09<\/li>\n\n\n\n<li>\u7528\u6237\u901a\u8fc7\u4e32\u53e3\u76d1\u89c6\u5668\u8f93\u5165\u6d88\u606f\uff0cAI \u5b9e\u65f6\u56de\u590d<\/li>\n\n\n\n<li>\u7a0b\u5e8f\u81ea\u52a8\u7ba1\u7406\u5bf9\u8bdd\u4e0a\u4e0b\u6587\uff0c\u4fdd\u7559\u6700\u8fd1 5 \u8f6e\u5bf9\u8bdd\u5386\u53f2<\/li>\n\n\n\n<li>\u6bcf\u6b21\u8bf7\u6c42\u548c\u54cd\u5e94\u7684 JSON \u90fd\u6253\u5370\u5728\u4e32\u53e3\u76d1\u89c6\u5668\u4e0a\uff0c\u4fbf\u4e8e\u5b66\u4e60\u89c2\u5bdf<\/li>\n<\/ol>\n\n\n\n<p><strong>\u63d0\u793a\u4e0e\u5efa\u8bae\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5efa\u8bae\u4f7f\u7528 ArduinoJson \u5e93\u6765<strong>\u52a8\u6001\u6784\u5efa<\/strong>\u8bf7\u6c42 JSON\uff08\u6bd4\u8d77\u786c\u7f16\u7801\u5b57\u7b26\u4e32\uff0cArduinoJson \u5e93\u53ef\u4ee5\u5f88\u597d\u7684\u7b80\u5316\u4ee3\u7801\uff09<\/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\" id=\"\u601d\u8003\u9898\u7b54\u6848\u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd\u793a\u4f8b\u7a0b\u5e8f\">\u601d\u8003\u9898\u7b54\u6848\uff1a\u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd\u793a\u4f8b\u7a0b\u5e8f<\/h2>\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 - \u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd\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\u4e0e AI \u5e73\u53f0\n * \u8fdb\u884c\u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd\u3002\n *\n * \u4e0e\u53c2\u8003\u7a0b\u5e8f\u7684\u533a\u522b\uff1a\n * - \u53c2\u8003\u7a0b\u5e8f\u5c06\u5bf9\u8bdd\u5185\u5bb9\u786c\u7f16\u7801\u5728\u7a0b\u5e8f\u4e2d\uff0c\u4ec5\u6f14\u793a\u4e00\u6b21\u8bf7\u6c42\n * - \u672c\u7a0b\u5e8f\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u4e32\u53e3\u76d1\u89c6\u5668\u5b9e\u65f6\u8f93\u5165\u6d88\u606f\uff0c\u5b9e\u73b0\u771f\u6b63\u7684\u4ea4\u4e92\u5f0f\u5bf9\u8bdd\n * - \u652f\u6301\u81ea\u5b9a\u4e49 System Role\uff08AI\u8eab\u4efd\u8bbe\u5b9a\uff09\n * - \u81ea\u52a8\u7ba1\u74065\u8f6e\u5bf9\u8bdd\u4e0a\u4e0b\u6587\uff0c\u8d85\u8fc75\u8f6e\u7684\u65e7\u5bf9\u8bdd\u4f1a\u81ea\u52a8\u6e05\u9664\n * - \u6bcf\u6b21\u8bf7\u6c42\u548c\u54cd\u5e94\u7684\u5b8c\u6574JSON\u90fd\u4f1a\u6253\u5370\u5728\u4e32\u53e3\u76d1\u89c6\u5668\u4e0a\uff0c\u4fbf\u4e8e\u5b66\u4e60\u7406\u89e3\n *\n * \u5bf9\u8bdd\u573a\u666f\u793a\u4f8b\uff1a\n * - \u7528\u6237\u8f93\u5165 System Role: \"\u4f60\u662f\u4e00\u4e2a\u6570\u5b66\u52a9\u624b\"\n * - \u7528\u6237: \"\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9\"\n * - AI: \"2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\"\n * - \u7528\u6237: \"\u90a33\u5462\"  &lt;- AI\u901a\u8fc7\u4e0a\u4e0b\u6587\u7406\u89e3\u8fd9\u662f\u95ee\"3\u76842\u6b21\u65b9\"\n * - AI: \"3\u76842\u6b21\u65b9\u7b49\u4e8e9\u3002\"\n *\n * \u901a\u8fc7\u672c\u7a0b\u5e8f\uff0c\u521d\u5b66\u8005\u53ef\u4ee5\u6df1\u5165\u7406\u89e3\uff1a\n * 1. \u5982\u4f55\u901a\u8fc7 assistant role \u4f20\u9012\u5bf9\u8bdd\u5386\u53f2\n * 2. \u5982\u4f55\u5b9e\u73b0\u771f\u6b63\u7684\u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd\n * 3. \u5982\u4f55\u7ba1\u7406\u5bf9\u8bdd\u4e0a\u4e0b\u6587\uff08\u4fdd\u7559\u6700\u8fd15\u8f6e\uff09\n * 4. \u5982\u4f55\u67e5\u770b\u548c\u5206\u6790 HTTP \u8bf7\u6c42\/\u54cd\u5e94\u7684 JSON \u7ed3\u6784\n *\n * \u4f5c\u8005\uff1aTaichi-Maker\n * \u4f5c\u8005\u5b98\u7f51\uff1ahttp:\/\/ai.taichi-maker.com\n * \u521b\u5efa\u65e5\u671f\uff1a2026\u5e7404\u670809\u65e5\n * \u7248\u672c\uff1a1.0.0\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\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\u52a8\u6001\u6784\u5efa\u548c\u89e3\u6790 JSON\n *   \u5b98\u7f51\uff1ahttps:\/\/arduinojson.org\/\n *\n * \u914d\u7f6e\u8bf4\u660e\uff1a\n * 1. \u5728 my_info.h \u6587\u4ef6\u4e2d\u586b\u5199\u60a8\u7684 Wi-Fi \u540d\u79f0\uff08ssid\uff09\u548c\u5bc6\u7801\uff08password\uff09\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\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\n *\n * \u4f7f\u7528\u65b9\u6cd5\uff1a\n * 1. \u5c06\u672c\u7a0b\u5e8f\u4e0a\u4f20\u81f3 ESP32\n * 2. \u6253\u5f00\u4e32\u53e3\u76d1\u89c6\u5668\uff08\u6ce2\u7279\u7387\u8bbe\u7f6e\u4e3a 115200\uff0c\u6362\u884c\u7b26\u8bbe\u7f6e\u4e3a\"\u6362\u884c(NL)\"\u6216\"\u56de\u8f66\u6362\u884c(CR+NL)\"\uff09\n * 3. \u6309\u63d0\u793a\u8f93\u5165 System Role\uff08AI\u8eab\u4efd\u8bbe\u5b9a\uff09\n * 4. \u5f00\u59cb\u5bf9\u8bdd\uff1a\u8f93\u5165\u6d88\u606f\uff0c\u6309\u53d1\u9001\uff0c\u7b49\u5f85AI\u56de\u590d\n * 5. \u89c2\u5bdf\u4e32\u53e3\u76d1\u89c6\u5668\u4e2d\u6253\u5370\u7684\u8bf7\u6c42JSON\u548c\u54cd\u5e94JSON\uff0c\u7406\u89e3\u6570\u636e\u4f20\u8f93\u8fc7\u7a0b\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\n * - \u8bf7\u786e\u4fdd\u4e32\u53e3\u76d1\u89c6\u5668\u7684\u6362\u884c\u7b26\u8bbe\u7f6e\u6b63\u786e\uff0c\u5426\u5219\u65e0\u6cd5\u6b63\u786e\u8bfb\u53d6\u8f93\u5165\n * - \u5bf9\u8bdd\u4e0a\u4e0b\u6587\u5b58\u50a8\u5728\u5185\u5b58\u4e2d\uff0c\u91cd\u542f\u540e\u4f1a\u4e22\u5931\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\n * http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial\/\n *\/\n#include &lt;WiFi.h>\n#include &lt;WiFiClientSecure.h>\n#include &lt;HTTPClient.h>\n#include &lt;ArduinoJson.h>\n#include \"my_info.h\"\n\n\/\/ ==================== \u5e38\u91cf\u5b9a\u4e49 ====================\n\/\/ \u6700\u5927\u4fdd\u7559\u7684\u5bf9\u8bdd\u8f6e\u6570\uff08\u4e00\u95ee\u4e00\u7b54\u7b97\u4e00\u8f6e\uff09\nconst int MAX_CONTEXT_ROUNDS = 5;\n\/\/ \u5355\u6761\u6d88\u606f\u7684\u6700\u5927\u957f\u5ea6\nconst int MAX_MESSAGE_LENGTH = 500;\n\/\/ JSON \u6587\u6863\u7684\u5bb9\u91cf\uff08\u6839\u636e\u6d88\u606f\u957f\u5ea6\u548c\u6570\u91cf\u8c03\u6574\uff09\nconst size_t JSON_CAPACITY = 8192;\n\n\/\/ ==================== \u5168\u5c40\u5bf9\u8c61 ====================\n\/\/ \u521b\u5efa\u5b89\u5168\u7684 Wi-Fi \u5ba2\u6237\u7aef\uff08\u7528\u4e8e HTTPS \u8fde\u63a5\uff09\nWiFiClientSecure client;\n\/\/ \u521b\u5efa HTTP \u5ba2\u6237\u7aef\u5bf9\u8c61\nHTTPClient https;\n\n\/\/ ==================== \u5bf9\u8bdd\u4e0a\u4e0b\u6587\u7ba1\u7406\u7ed3\u6784 ====================\n\/*\n * \u5bf9\u8bdd\u6d88\u606f\u7ed3\u6784\u4f53\n * \u7528\u4e8e\u5b58\u50a8\u5355\u6761\u5bf9\u8bdd\u6d88\u606f\u7684\u89d2\u8272\u548c\u5185\u5bb9\n * - role: \u6d88\u606f\u89d2\u8272 (\"system\"\/\"user\"\/\"assistant\")\n * - content: \u6d88\u606f\u5185\u5bb9\n *\/\nstruct ChatMessage {\n  String role;\n  String content;\n};\n\n\/\/ \u5bf9\u8bdd\u5386\u53f2\u6570\u7ec4\uff0c\u91c7\u7528\u5faa\u73af\u7f13\u51b2\u533a\u8bbe\u8ba1\n\/\/ \u6570\u7ec4\u5927\u5c0f\u4e3a MAX_CONTEXT_ROUNDS * 2 + 1 \u7684\u539f\u56e0\u662f\uff1a\n\/\/ - system \u6d88\u606f\u5360 1 \u4e2a\u4f4d\u7f6e\n\/\/ - \u6bcf\u8f6e\u5bf9\u8bdd\u5305\u542b user \u548c assistant \u4e24\u6761\u6d88\u606f\uff0c\u5171 MAX_CONTEXT_ROUNDS * 2 \u4e2a\u4f4d\u7f6e\nChatMessage chatHistory&#91;MAX_CONTEXT_ROUNDS * 2 + 1&#93;;\n\/\/ \u5f53\u524d\u5b58\u50a8\u7684\u6d88\u606f\u6570\u91cf\nint messageCount = 0;\n\/\/ System Role \u5185\u5bb9\nString systemRole = \"\";\n\n\/\/ ==================== \u51fd\u6570\u58f0\u660e ====================\nvoid connectWiFi();\nvoid setupSystemRole();\nString readSerialInput();\nvoid addMessage(const String&amp; role, const String&amp; content);\nvoid buildRequestJson(JsonDocument&amp; doc);\nvoid printChatHistory();\nvoid sendAIRequest(const String&amp; payload);\nString extractAIResponse(const String&amp; response);\n\n\/\/ ==================== \u521d\u59cb\u5316\u51fd\u6570 ====================\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(\"\u2554\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2557\");\n  Serial.println(\"\u2551     ESP32 AI \u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd\u793a\u4f8b                          \u2551\");\n  Serial.println(\"\u2551     Interactive Multi-round Chat with Context            \u2551\");\n  Serial.println(\"\u255a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u255d\");\n  Serial.println();\n\n  \/\/ \u6b65\u9aa41\uff1a\u8fde\u63a5 Wi-Fi\n  connectWiFi();\n\n  \/\/ \u6b65\u9aa42\uff1a\u8bbe\u7f6e SSL \u5ba2\u6237\u7aef\n  Serial.println(\"\\n---------- \u521d\u59cb\u5316 HTTPS \u8fde\u63a5 ----------\");\n  \/\/ \u3010\u91cd\u8981\u3011\u8df3\u8fc7 SSL \u8bc1\u4e66\u9a8c\u8bc1\uff08\u4ec5\u7528\u4e8e\u5f00\u53d1\u6d4b\u8bd5\uff01\uff09\n  client.setInsecure();\n  \/\/ \u8bbe\u7f6e\u8fde\u63a5\u8d85\u65f6\u65f6\u95f4\n  client.setTimeout(15);\n  Serial.println(\"HTTPS \u5ba2\u6237\u7aef\u521d\u59cb\u5316\u5b8c\u6210\");\n\n  \/\/ \u6b65\u9aa43\uff1a\u8bbe\u7f6e System Role\n  setupSystemRole();\n\n  \/\/ \u6b65\u9aa44\uff1a\u6253\u5370\u4f7f\u7528\u8bf4\u660e\n  Serial.println(\"\\n\u2554\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2557\");\n  Serial.println(\"\u2551                      \u4f7f\u7528\u8bf4\u660e                            \u2551\");\n  Serial.println(\"\u2560\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2563\");\n  Serial.println(\"\u2551 1. \u5728\u4e0b\u65b9\u8f93\u5165\u6846\u8f93\u5165\u6d88\u606f\uff0c\u6309\u53d1\u9001\u5373\u53ef\u4e0eAI\u5bf9\u8bdd              \u2551\");\n  Serial.println(\"\u2551 2. \u7a0b\u5e8f\u4f1a\u81ea\u52a8\u4fdd\u7559\u6700\u8fd15\u8f6e\u5bf9\u8bdd\u4e0a\u4e0b\u6587                       \u2551\");\n  Serial.println(\"\u2551 3. \u6bcf\u6b21\u8bf7\u6c42\u548c\u54cd\u5e94\u7684JSON\u90fd\u4f1a\u6253\u5370\u5728\u4e32\u53e3\u76d1\u89c6\u5668\u4e0a            \u2551\");\n  Serial.println(\"\u2551 4. \u8f93\u5165 'reset' \u53ef\u6e05\u7a7a\u5bf9\u8bdd\u5386\u53f2\u91cd\u65b0\u5f00\u59cb                   \u2551\");\n  Serial.println(\"\u2551 5. \u8f93\u5165 'history' \u53ef\u67e5\u770b\u5f53\u524d\u5bf9\u8bdd\u5386\u53f2                     \u2551\");\n  Serial.println(\"\u255a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u255d\");\n  Serial.println(\"\\n\u8bf7\u5f00\u59cb\u5bf9\u8bdd\uff1a\");\n  Serial.print(\"> \");\n}\n\n\/\/ ==================== \u4e3b\u5faa\u73af ====================\nvoid loop() {\n  \/\/ \u68c0\u67e5\u4e32\u53e3\u662f\u5426\u6709\u8f93\u5165\n  if (Serial.available() > 0) {\n    \/\/ \u8bfb\u53d6\u7528\u6237\u8f93\u5165\n    String userInput = readSerialInput();\n    userInput.trim(); \/\/ \u53bb\u9664\u9996\u5c3e\u7a7a\u767d\u5b57\u7b26\n\n    \/\/ \u68c0\u67e5\u7279\u6b8a\u547d\u4ee4\n    if (userInput.equalsIgnoreCase(\"reset\")) {\n      \/\/ \u6e05\u7a7a\u5bf9\u8bdd\u5386\u53f2\uff0c\u4fdd\u7559 system role\n      messageCount = 1; \/\/ \u53ea\u4fdd\u7559 system \u6d88\u606f\n      Serial.println(\"\\n&#91;\u7cfb\u7edf&#93; \u5bf9\u8bdd\u5386\u53f2\u5df2\u6e05\u7a7a\uff0c\u91cd\u65b0\u5f00\u59cb\u5bf9\u8bdd\\n\");\n      Serial.print(\"> \");\n      return;\n    }\n\n    if (userInput.equalsIgnoreCase(\"history\")) {\n      \/\/ \u663e\u793a\u5f53\u524d\u5bf9\u8bdd\u5386\u53f2\n      printChatHistory();\n      Serial.print(\"> \");\n      return;\n    }\n\n    \/\/ \u5ffd\u7565\u7a7a\u8f93\u5165\n    if (userInput.length() == 0) {\n      Serial.print(\"> \");\n      return;\n    }\n\n    Serial.println(\"\\n&#91;\u7528\u6237&#93; \" + userInput);\n\n    \/\/ \u5c06\u7528\u6237\u6d88\u606f\u6dfb\u52a0\u5230\u5386\u53f2\u8bb0\u5f55\n    addMessage(\"user\", userInput);\n\n    \/\/ \u6784\u5efa\u8bf7\u6c42 JSON\n    StaticJsonDocument&lt;JSON_CAPACITY> requestDoc;\n    buildRequestJson(requestDoc);\n\n    \/\/ \u5c06 JSON \u6587\u6863\u5e8f\u5217\u5316\u4e3a\u5b57\u7b26\u4e32\n    String requestPayload;\n    serializeJson(requestDoc, requestPayload);\n\n    \/\/ \u6253\u5370\u8bf7\u6c42 JSON\uff08\u7528\u4e8e\u5b66\u4e60\u89c2\u5bdf\uff09\n    Serial.println(\"\\n========== \u53d1\u9001\u7684 HTTP \u8bf7\u6c42\u4f53\uff08JSON\uff09==========\");\n    serializeJsonPretty(requestDoc, Serial);\n    Serial.println(\"\\n==============================================\\n\");\n\n    \/\/ \u53d1\u9001\u8bf7\u6c42\u5230 AI \u5e73\u53f0\n    sendAIRequest(requestPayload);\n\n    \/\/ \u63d0\u793a\u7528\u6237\u7ee7\u7eed\u8f93\u5165\n    Serial.print(\"> \");\n  }\n}\n\n\/\/ ==================== Wi-Fi \u8fde\u63a5\u51fd\u6570 ====================\n\/*\n * \u8fde\u63a5 Wi-Fi \u7f51\u7edc\n * \u5faa\u73af\u7b49\u5f85\u76f4\u5230\u8fde\u63a5\u6210\u529f\uff0c\u663e\u793a\u8fde\u63a5\u8fdb\u5ea6\n *\/\nvoid connectWiFi() {\n  Serial.println(\"---------- \u8fde\u63a5 Wi-Fi ----------\");\n  Serial.print(\"\u6b63\u5728\u8fde\u63a5: \");\n  Serial.println(ssid);\n\n  WiFi.begin(ssid, password);\n\n  \/\/ \u5faa\u73af\u7b49\u5f85\u8fde\u63a5\u6210\u529f\n  int attempt = 0;\n  while (WiFi.status() != WL_CONNECTED) {\n    delay(500);\n    Serial.print(\".\");\n    attempt++;\n    if (attempt > 40) { \/\/ 20\u79d2\u8d85\u65f6\n      Serial.println(\"\\n&#91;\u9519\u8bef&#93; Wi-Fi \u8fde\u63a5\u8d85\u65f6\uff0c\u8bf7\u68c0\u67e5\u914d\u7f6e\");\n      return;\n    }\n  }\n\n  Serial.println(\"\\n&#91;\u6210\u529f&#93; Wi-Fi \u5df2\u8fde\u63a5\uff01\");\n  Serial.print(\"IP \u5730\u5740: \");\n  Serial.println(WiFi.localIP());\n}\n\n\/\/ ==================== System Role \u8bbe\u7f6e\u51fd\u6570 ====================\n\/*\n * \u5728\u542f\u52a8\u65f6\u5141\u8bb8\u7528\u6237\u8f93\u5165\u81ea\u5b9a\u4e49\u7684 System Role\n * System Role \u7528\u4e8e\u8bbe\u5b9a AI \u7684\u8eab\u4efd\u548c\u884c\u4e3a\u65b9\u5f0f\n *\/\nvoid setupSystemRole() {\n  Serial.println(\"\\n---------- \u8bbe\u7f6e AI \u8eab\u4efd\uff08System Role\uff09 ----------\");\n  Serial.println(\"System Role \u7528\u4e8e\u8bbe\u5b9a AI \u52a9\u624b\u7684\u8eab\u4efd\u548c\u884c\u4e3a\u65b9\u5f0f\u3002\");\n  Serial.println(\"\u4f8b\u5982\uff1a\");\n  Serial.println(\"  - '\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406'\");\n  Serial.println(\"  - '\u4f60\u662f\u4e00\u4e2a\u5e7d\u9ed8\u7684\u804a\u5929\u4f19\u4f34'\");\n  Serial.println(\"\\n\u8bf7\u8f93\u5165 System Role\uff08\u76f4\u63a5\u6309\u56de\u8f66\u4f7f\u7528\u9ed8\u8ba4\uff1a'\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406'\uff09\uff1a\");\n  Serial.print(\"> \");\n\n  \/\/ \u7b49\u5f85\u7528\u6237\u8f93\u5165\n  while (Serial.available() == 0) {\n    delay(100);\n  }\n\n  systemRole = readSerialInput();\n  systemRole.trim();\n\n  \/\/ \u5982\u679c\u7528\u6237\u672a\u8f93\u5165\uff0c\u4f7f\u7528\u9ed8\u8ba4\u503c\n  if (systemRole.length() == 0) {\n    systemRole = \"\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406\";\n  }\n\n  Serial.println(\"&#91;\u5df2\u8bbe\u7f6e&#93; System Role: \" + systemRole);\n\n  \/\/ \u5c06 system \u6d88\u606f\u6dfb\u52a0\u5230\u5386\u53f2\u8bb0\u5f55\uff08\u59cb\u7ec8\u4f4d\u4e8e\u7b2c\u4e00\u6761\uff09\n  chatHistory&#91;0&#93;.role = \"system\";\n  chatHistory&#91;0&#93;.content = systemRole;\n  messageCount = 1;\n}\n\n\/\/ ==================== \u4e32\u53e3\u8f93\u5165\u8bfb\u53d6\u51fd\u6570 ====================\n\/*\n * \u4ece\u4e32\u53e3\u8bfb\u53d6\u4e00\u884c\u8f93\u5165\n * \u652f\u6301\u4ee5\u6362\u884c\u7b26(\\n)\u6216\u56de\u8f66\u7b26(\\r)\u7ed3\u675f\u8f93\u5165\n * \u8fd4\u56de\u8bfb\u53d6\u5230\u7684\u5b57\u7b26\u4e32\uff08\u4e0d\u5305\u542b\u6362\u884c\u7b26\uff09\n *\/\nString readSerialInput() {\n  String input = \"\";\n  char c;\n\n  while (Serial.available() > 0) {\n    c = Serial.read();\n    \/\/ \u68c0\u6d4b\u5230\u6362\u884c\u6216\u56de\u8f66\u65f6\u7ed3\u675f\u8bfb\u53d6\n    if (c == '\\n' || c == '\\r') {\n      break;\n    }\n    input += c;\n    delay(2); \/\/ \u77ed\u6682\u5ef6\u8fdf\u786e\u4fdd\u5b57\u7b26\u63a5\u6536\u5b8c\u6574\n  }\n\n  \/\/ \u6e05\u9664\u7f13\u51b2\u533a\u4e2d\u53ef\u80fd\u6b8b\u7559\u7684\u6362\u884c\u7b26\n  while (Serial.available() > 0 &amp;&amp; (Serial.peek() == '\\n' || Serial.peek() == '\\r')) {\n    Serial.read();\n  }\n\n  return input;\n}\n\n\/\/ ==================== \u6dfb\u52a0\u6d88\u606f\u5230\u5386\u53f2\u8bb0\u5f55 ====================\n\/*\n * \u5c06\u65b0\u6d88\u606f\u6dfb\u52a0\u5230\u5bf9\u8bdd\u5386\u53f2\n * \u5982\u679c\u8d85\u8fc7\u6700\u5927\u8f6e\u6570\u9650\u5236\uff0c\u4f1a\u81ea\u52a8\u79fb\u9664\u6700\u65e7\u7684\u7528\u6237-\u52a9\u624b\u5bf9\u8bdd\u5bf9\n *\n * \u53c2\u6570\uff1a\n * - role: \u6d88\u606f\u89d2\u8272 (\"user\" \u6216 \"assistant\")\n * - content: \u6d88\u606f\u5185\u5bb9\n *\/\nvoid addMessage(const String&amp; role, const String&amp; content) {\n  \/\/ \u68c0\u67e5\u662f\u5426\u9700\u8981\u6e05\u7406\u65e7\u6d88\u606f\uff08\u8d85\u8fc75\u8f6e\u65f6\uff09\n  \/\/ messageCount \u5305\u542b system \u6d88\u606f\uff0c\u6240\u4ee5\u6700\u5927\u4e3a 1 + 5*2 = 11\n  if (messageCount >= MAX_CONTEXT_ROUNDS * 2 + 1) {\n    \/\/ \u9700\u8981\u79fb\u9664\u6700\u65e7\u7684\u4e00\u5bf9 user-assistant \u6d88\u606f\n    \/\/ \u5c06\u6570\u7ec4\u4e2d\u7684\u6d88\u606f\u5411\u524d\u79fb\u52a8\u4e24\u4f4d\uff08\u8df3\u8fc7\u6700\u65e7\u7684 user \u548c assistant\uff09\n    for (int i = 2; i &lt; messageCount; i++) {\n      chatHistory&#91;i - 1&#93; = chatHistory&#91;i&#93;;\n    }\n    messageCount--; \/\/ \u51cf\u5c11\u8ba1\u6570\uff0c\u4e3a\u65b0\u6d88\u606f\u817e\u51fa\u4f4d\u7f6e\n    Serial.println(\"&#91;\u7cfb\u7edf&#93; \u5bf9\u8bdd\u5386\u53f2\u5df2\u8d85\u8fc75\u8f6e\uff0c\u81ea\u52a8\u6e05\u9664\u6700\u65e9\u7684\u4e00\u8f6e\");\n  }\n\n  \/\/ \u6dfb\u52a0\u65b0\u6d88\u606f\n  chatHistory&#91;messageCount&#93;.role = role;\n  chatHistory&#91;messageCount&#93;.content = content;\n  messageCount++;\n}\n\n\/\/ ==================== \u6784\u5efa\u8bf7\u6c42 JSON ====================\n\/*\n * \u6839\u636e\u5f53\u524d\u5bf9\u8bdd\u5386\u53f2\u6784\u5efa HTTP \u8bf7\u6c42\u7684 JSON \u6587\u6863\n * \u7b26\u5408 OpenAI API \u517c\u5bb9\u683c\u5f0f\n *\n * \u53c2\u6570\uff1a\n * - doc: \u7528\u4e8e\u5b58\u50a8\u7ed3\u679c\u7684 JsonDocument \u5f15\u7528\n *\/\nvoid buildRequestJson(JsonDocument&amp; doc) {\n  \/\/ \u8bbe\u7f6e\u6a21\u578b\u540d\u79f0\n  doc&#91;\"model\"&#93; = ai_model;\n\n  \/\/ \u521b\u5efa messages \u6570\u7ec4\n  JsonArray messages = doc.createNestedArray(\"messages\");\n\n  \/\/ \u5c06\u6240\u6709\u5386\u53f2\u6d88\u606f\u6dfb\u52a0\u5230\u6570\u7ec4\n  for (int i = 0; i &lt; messageCount; i++) {\n    JsonObject msg = messages.createNestedObject();\n    msg&#91;\"role\"&#93; = chatHistory&#91;i&#93;.role;\n    msg&#91;\"content\"&#93; = chatHistory&#91;i&#93;.content;\n  }\n}\n\n\/\/ ==================== \u6253\u5370\u5bf9\u8bdd\u5386\u53f2 ====================\n\/*\n * \u5728\u4e32\u53e3\u76d1\u89c6\u5668\u4e0a\u663e\u793a\u5f53\u524d\u7684\u5bf9\u8bdd\u5386\u53f2\n * \u7528\u4e8e\u8c03\u8bd5\u548c\u5b66\u4e60\u89c2\u5bdf\n *\/\nvoid printChatHistory() {\n  Serial.println(\"\\n========== \u5f53\u524d\u5bf9\u8bdd\u5386\u53f2 ==========\");\n  Serial.println(\"\u5171 \" + String(messageCount) + \" \u6761\u6d88\u606f\uff08\u6700\u591a\u4fdd\u7559 \" + String(MAX_CONTEXT_ROUNDS) + \" \u8f6e\u5bf9\u8bdd\uff09\uff1a\");\n  Serial.println();\n\n  for (int i = 0; i &lt; messageCount; i++) {\n    String roleDisplay = chatHistory&#91;i&#93;.role;\n    \/\/ \u7f8e\u5316\u89d2\u8272\u663e\u793a\n    if (roleDisplay == \"system\") roleDisplay = \"&#91;\u7cfb\u7edf\u8bbe\u5b9a&#93;\";\n    else if (roleDisplay == \"user\") roleDisplay = \"&#91;\u7528\u6237&#93;\";\n    else if (roleDisplay == \"assistant\") roleDisplay = \"&#91;AI\u52a9\u624b&#93;\";\n\n    Serial.println(roleDisplay + \": \" + chatHistory&#91;i&#93;.content);\n  }\n\n  \/\/ \u8ba1\u7b97\u5f53\u524d\u8f6e\u6570\n  int currentRounds = (messageCount - 1) \/ 2;\n  Serial.println(\"\\n\u5f53\u524d\u5bf9\u8bdd\u8f6e\u6570: \" + String(currentRounds) + \" \/ \" + String(MAX_CONTEXT_ROUNDS));\n  Serial.println(\"==================================\");\n}\n\n\/\/ ==================== \u53d1\u9001 HTTP \u8bf7\u6c42\u5230 AI \u5e73\u53f0 ====================\n\/*\n * \u5411 AI \u5e73\u53f0\u53d1\u9001 HTTPS POST \u8bf7\u6c42\n * \u5e76\u5904\u7406\u54cd\u5e94\uff0c\u63d0\u53d6 AI \u56de\u590d\u5185\u5bb9\n *\n * \u53c2\u6570\uff1a\n * - payload: JSON \u683c\u5f0f\u7684\u8bf7\u6c42\u4f53\n *\/\nvoid sendAIRequest(const String&amp; payload) {\n  \/\/ \u6784\u9020 Authorization \u8bf7\u6c42\u5934\n  String auth = \"Bearer \";\n  auth += ai_api_key;\n\n  Serial.println(\"\u6b63\u5728\u5411 AI \u5e73\u53f0\u53d1\u9001\u8bf7\u6c42...\");\n\n  \/\/ \u521d\u59cb\u5316 HTTPS \u8fde\u63a5\n  if (https.begin(client, ai_host, ai_port, ai_endpoint)) {\n    \/\/ \u8bbe\u7f6e\u8d85\u65f6\u65f6\u95f4\n    https.setTimeout(30000);      \/\/ 30\u79d2\u8bf7\u6c42\u8d85\u65f6\n    https.setConnectTimeout(15000); \/\/ 15\u79d2\u8fde\u63a5\u8d85\u65f6\n\n    \/\/ \u6dfb\u52a0 HTTP \u8bf7\u6c42\u5934\n    https.addHeader(\"Content-Type\", \"application\/json\");\n    https.addHeader(\"Authorization\", auth);\n\n    \/\/ \u53d1\u9001 POST \u8bf7\u6c42\n    int httpCode = https.POST(payload);\n\n    if (httpCode > 0) {\n      \/\/ \u8bf7\u6c42\u6210\u529f\uff0c\u83b7\u53d6\u54cd\u5e94\n      String response = https.getString();\n\n      \/\/ \u6253\u5370\u54cd\u5e94 JSON\uff08\u7528\u4e8e\u5b66\u4e60\u89c2\u5bdf\uff09\n      Serial.println(\"\\n========== \u63a5\u6536\u5230\u7684 HTTP \u54cd\u5e94\u4f53\uff08JSON\uff09==========\");\n      \/\/ \u5c1d\u8bd5\u7f8e\u5316\u6253\u5370 JSON\n      StaticJsonDocument&lt;JSON_CAPACITY> responseDoc;\n      DeserializationError error = deserializeJson(responseDoc, response);\n      if (!error) {\n        serializeJsonPretty(responseDoc, Serial);\n      } else {\n        \/\/ \u5982\u679c\u89e3\u6790\u5931\u8d25\uff0c\u76f4\u63a5\u6253\u5370\u539f\u59cb\u54cd\u5e94\n        Serial.println(response);\n      }\n      Serial.println(\"\\n================================================\\n\");\n\n      \/\/ \u68c0\u67e5 HTTP \u72b6\u6001\u7801\n      if (httpCode == HTTP_CODE_OK) {\n        \/\/ \u63d0\u53d6 AI \u7684\u56de\u590d\u5185\u5bb9\n        String aiReply = extractAIResponse(response);\n\n        if (aiReply.length() > 0) {\n          Serial.println(\"&#91;AI\u52a9\u624b&#93; \" + aiReply);\n\n          \/\/ \u5c06 AI \u56de\u590d\u6dfb\u52a0\u5230\u5bf9\u8bdd\u5386\u53f2\n          addMessage(\"assistant\", aiReply);\n        } else {\n          Serial.println(\"&#91;\u9519\u8bef&#93; \u65e0\u6cd5\u4ece\u54cd\u5e94\u4e2d\u63d0\u53d6 AI \u56de\u590d\");\n        }\n      } else {\n        Serial.println(\"&#91;\u9519\u8bef&#93; HTTP \u72b6\u6001\u7801: \" + String(httpCode));\n      }\n    } else {\n      \/\/ \u8bf7\u6c42\u5931\u8d25\n      Serial.println(\"&#91;\u9519\u8bef&#93; HTTP \u8bf7\u6c42\u5931\u8d25: \" + String(https.errorToString(httpCode).c_str()));\n    }\n\n    \/\/ \u7ed3\u675f HTTP \u4f1a\u8bdd\n    https.end();\n  } else {\n    Serial.println(\"&#91;\u9519\u8bef&#93; \u65e0\u6cd5\u8fde\u63a5\u5230 AI \u670d\u52a1\u5668\");\n  }\n}\n\n\/\/ ==================== \u63d0\u53d6 AI \u56de\u590d\u5185\u5bb9 ====================\n\/*\n * \u4ece AI \u5e73\u53f0\u7684 JSON \u54cd\u5e94\u4e2d\u63d0\u53d6 AI \u7684\u56de\u590d\u5185\u5bb9\n *\n * \u53c2\u6570\uff1a\n * - response: \u670d\u52a1\u5668\u8fd4\u56de\u7684\u5b8c\u6574 JSON \u5b57\u7b26\u4e32\n * \u8fd4\u56de\u503c\uff1aAI \u7684\u56de\u590d\u5185\u5bb9\u5b57\u7b26\u4e32\n *\/\nString extractAIResponse(const String&amp; response) {\n  StaticJsonDocument&lt;JSON_CAPACITY> doc;\n  DeserializationError error = deserializeJson(doc, response);\n\n  if (error) {\n    Serial.print(\"&#91;\u9519\u8bef&#93; JSON \u89e3\u6790\u5931\u8d25: \");\n    Serial.println(error.c_str());\n    return \"\";\n  }\n\n  \/\/ \u6839\u636e OpenAI API \u683c\u5f0f\u63d0\u53d6\u5185\u5bb9\n  \/\/ \u8def\u5f84: choices&#91;0&#93;.message.content\n  JsonArray choices = doc&#91;\"choices\"&#93;;\n  if (choices.isNull() || choices.size() == 0) {\n    Serial.println(\"&#91;\u9519\u8bef&#93; \u54cd\u5e94\u4e2d\u6ca1\u6709 choices \u6570\u636e\");\n    return \"\";\n  }\n\n  JsonObject message = choices&#91;0&#93;&#91;\"message\"&#93;;\n  if (message.isNull()) {\n    Serial.println(\"&#91;\u9519\u8bef&#93; \u54cd\u5e94\u4e2d\u6ca1\u6709 message \u6570\u636e\");\n    return \"\";\n  }\n\n  const char* content = message&#91;\"content\"&#93;;\n  if (content == nullptr) {\n    Serial.println(\"&#91;\u9519\u8bef&#93; \u54cd\u5e94\u4e2d\u6ca1\u6709 content \u6570\u636e\");\n    return \"\";\n  }\n\n  return String(content);\n}\n\n\/*\n * ====================================================================================\n * \u3010\u6559\u5b66\u9644\u5f55\u3011\u672c\u7a0b\u5e8f\u6838\u5fc3\u6982\u5ff5\u8be6\u89e3\n * ====================================================================================\n *\n * 1. Assistant Role \u7684\u4f5c\u7528\uff1a\n *    \u5728 OpenAI \u517c\u5bb9\u7684 API \u4e2d\uff0cassistant role \u7528\u4e8e\u8868\u793a AI \u52a9\u624b\u7684\u56de\u590d\u3002\n *    \u901a\u8fc7\u5c06 assistant \u7684\u5386\u53f2\u56de\u590d\u5305\u542b\u5728\u8bf7\u6c42\u4e2d\uff0cAI \u80fd\u591f\u7406\u89e3\u5bf9\u8bdd\u7684\u4e0a\u4e0b\u6587\uff0c\n *    \u4ece\u800c\u56de\u7b54\u9700\u8981\u4f9d\u8d56\u524d\u6587\u7406\u89e3\u7684\u95ee\u9898\uff08\u5982\"\u90a33\u5462\"\u6307\u4ee3\u524d\u6587\u63d0\u5230\u7684\"2\u6b21\u65b9\"\uff09\u3002\n *\n * 2. \u5bf9\u8bdd\u4e0a\u4e0b\u6587\u7ba1\u7406\uff1a\n *    \u672c\u7a0b\u5e8f\u4f7f\u7528\u6570\u7ec4\u5b58\u50a8\u5bf9\u8bdd\u5386\u53f2\uff0c\u91c7\u7528\u5faa\u73af\u7f13\u51b2\u533a\u7684\u8bbe\u8ba1\u601d\u60f3\u3002\n *    \u5f53\u8d85\u8fc75\u8f6e\u65f6\uff0c\u79fb\u9664\u6700\u65e7\u7684\u4e00\u5bf9 user-assistant \u6d88\u606f\uff0c\u4fdd\u7559 system \u6d88\u606f\n *    \u548c\u6700\u8fd1\u7684\u5bf9\u8bdd\u8bb0\u5f55\u3002\n *\n * 3. JSON \u6784\u5efa\u8fc7\u7a0b\uff1a\n *    \u4f7f\u7528 ArduinoJson \u5e93\u52a8\u6001\u6784\u5efa\u8bf7\u6c42\u4f53\uff1a\n *    {\n *      \"model\": \"\u6a21\u578b\u540d\u79f0\",\n *      \"messages\": &#91;\n *        {\"role\": \"system\", \"content\": \"\u7cfb\u7edf\u8bbe\u5b9a\"},\n *        {\"role\": \"user\", \"content\": \"\u7528\u6237\u6d88\u606f1\"},\n *        {\"role\": \"assistant\", \"content\": \"AI\u56de\u590d1\"},\n *        {\"role\": \"user\", \"content\": \"\u7528\u6237\u6d88\u606f2\"},\n *        ...\n *      &#93;\n *    }\n *\n * 4. \u8bf7\u6c42-\u54cd\u5e94\u6d41\u7a0b\uff1a\n *    &#91;\u7528\u6237\u8f93\u5165&#93; -> &#91;\u6dfb\u52a0\u5230\u5386\u53f2&#93; -> &#91;\u6784\u5efaJSON&#93; -> &#91;HTTP POST&#93; -> &#91;AI\u670d\u52a1\u5668&#93;\n *                                                    |\n *    &#91;\u663e\u793a\u7ed9\u7528\u6237&#93; &lt;- &#91;\u63d0\u53d6\u5185\u5bb9&#93; &lt;- &#91;\u89e3\u6790JSON&#93; &lt;- &#91;HTTP\u54cd\u5e94&#93;\n *\n * ====================================================================================\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 - \u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd\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\u4e0e AI \u5e73\u53f0<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u8fdb\u884c\u5e26\u6709\u4e0a\u4e0b\u6587\u7684\u4ea4\u4e92\u5f0f\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\"> * \u4e0e\u53c2\u8003\u7a0b\u5e8f\u7684\u533a\u522b\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u53c2\u8003\u7a0b\u5e8f\u5c06\u5bf9\u8bdd\u5185\u5bb9\u786c\u7f16\u7801\u5728\u7a0b\u5e8f\u4e2d\uff0c\u4ec5\u6f14\u793a\u4e00\u6b21\u8bf7\u6c42<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u672c\u7a0b\u5e8f\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u4e32\u53e3\u76d1\u89c6\u5668\u5b9e\u65f6\u8f93\u5165\u6d88\u606f\uff0c\u5b9e\u73b0\u771f\u6b63\u7684\u4ea4\u4e92\u5f0f\u5bf9\u8bdd<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u652f\u6301\u81ea\u5b9a\u4e49 System Role\uff08AI\u8eab\u4efd\u8bbe\u5b9a\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u81ea\u52a8\u7ba1\u74065\u8f6e\u5bf9\u8bdd\u4e0a\u4e0b\u6587\uff0c\u8d85\u8fc75\u8f6e\u7684\u65e7\u5bf9\u8bdd\u4f1a\u81ea\u52a8\u6e05\u9664<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u6bcf\u6b21\u8bf7\u6c42\u548c\u54cd\u5e94\u7684\u5b8c\u6574JSON\u90fd\u4f1a\u6253\u5370\u5728\u4e32\u53e3\u76d1\u89c6\u5668\u4e0a\uff0c\u4fbf\u4e8e\u5b66\u4e60\u7406\u89e3<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u5bf9\u8bdd\u573a\u666f\u793a\u4f8b\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u7528\u6237\u8f93\u5165 System Role: &quot;\u4f60\u662f\u4e00\u4e2a\u6570\u5b66\u52a9\u624b&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u7528\u6237: &quot;\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - AI: &quot;2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u7528\u6237: &quot;\u90a33\u5462&quot;  &lt;- AI\u901a\u8fc7\u4e0a\u4e0b\u6587\u7406\u89e3\u8fd9\u662f\u95ee&quot;3\u76842\u6b21\u65b9&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - AI: &quot;3\u76842\u6b21\u65b9\u7b49\u4e8e9\u3002&quot;<\/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\u6df1\u5165\u7406\u89e3\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 1. \u5982\u4f55\u901a\u8fc7 assistant role \u4f20\u9012\u5bf9\u8bdd\u5386\u53f2<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 2. \u5982\u4f55\u5b9e\u73b0\u771f\u6b63\u7684\u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 3. \u5982\u4f55\u7ba1\u7406\u5bf9\u8bdd\u4e0a\u4e0b\u6587\uff08\u4fdd\u7559\u6700\u8fd15\u8f6e\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 4. \u5982\u4f55\u67e5\u770b\u548c\u5206\u6790 HTTP \u8bf7\u6c42\/\u54cd\u5e94\u7684 JSON \u7ed3\u6784<\/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\u5e7404\u670809\u65e5<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u7248\u672c\uff1a1.0.0<\/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\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\u52a8\u6001\u6784\u5efa\u548c\u89e3\u6790 JSON<\/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\"> * 1. \u5728 my_info.h \u6587\u4ef6\u4e2d\u586b\u5199\u60a8\u7684 Wi-Fi \u540d\u79f0\uff08ssid\uff09\u548c\u5bc6\u7801\uff08password\uff09<\/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<\/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<\/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\"> * 1. \u5c06\u672c\u7a0b\u5e8f\u4e0a\u4f20\u81f3 ESP32<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 2. \u6253\u5f00\u4e32\u53e3\u76d1\u89c6\u5668\uff08\u6ce2\u7279\u7387\u8bbe\u7f6e\u4e3a 115200\uff0c\u6362\u884c\u7b26\u8bbe\u7f6e\u4e3a&quot;\u6362\u884c(NL)&quot;\u6216&quot;\u56de\u8f66\u6362\u884c(CR+NL)&quot;\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 3. \u6309\u63d0\u793a\u8f93\u5165 System Role\uff08AI\u8eab\u4efd\u8bbe\u5b9a\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 4. \u5f00\u59cb\u5bf9\u8bdd\uff1a\u8f93\u5165\u6d88\u606f\uff0c\u6309\u53d1\u9001\uff0c\u7b49\u5f85AI\u56de\u590d<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 5. \u89c2\u5bdf\u4e32\u53e3\u76d1\u89c6\u5668\u4e2d\u6253\u5370\u7684\u8bf7\u6c42JSON\u548c\u54cd\u5e94JSON\uff0c\u7406\u89e3\u6570\u636e\u4f20\u8f93\u8fc7\u7a0b<\/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<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u8bf7\u786e\u4fdd\u4e32\u53e3\u76d1\u89c6\u5668\u7684\u6362\u884c\u7b26\u8bbe\u7f6e\u6b63\u786e\uff0c\u5426\u5219\u65e0\u6cd5\u6b63\u786e\u8bfb\u53d6\u8f93\u5165<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u5bf9\u8bdd\u4e0a\u4e0b\u6587\u5b58\u50a8\u5728\u5185\u5b58\u4e2d\uff0c\u91cd\u542f\u540e\u4f1a\u4e22\u5931<\/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<\/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 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\">&lt;<\/span><span style=\"color: #A3BE8C\">ArduinoJson.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\">\/\/ ==================== \u5e38\u91cf\u5b9a\u4e49 ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u6700\u5927\u4fdd\u7559\u7684\u5bf9\u8bdd\u8f6e\u6570\uff08\u4e00\u95ee\u4e00\u7b54\u7b97\u4e00\u8f6e\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">int<\/span><span style=\"color: #D8DEE9FF\"> MAX_CONTEXT_ROUNDS <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">5<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u5355\u6761\u6d88\u606f\u7684\u6700\u5927\u957f\u5ea6<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">int<\/span><span style=\"color: #D8DEE9FF\"> MAX_MESSAGE_LENGTH <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">500<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ JSON \u6587\u6863\u7684\u5bb9\u91cf\uff08\u6839\u636e\u6d88\u606f\u957f\u5ea6\u548c\u6570\u91cf\u8c03\u6574\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">size_t<\/span><span style=\"color: #D8DEE9FF\"> JSON_CAPACITY <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">8192<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ ==================== \u5168\u5c40\u5bf9\u8c61 ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u521b\u5efa\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 style=\"color: #616E88\">\/\/ \u521b\u5efa HTTP \u5ba2\u6237\u7aef\u5bf9\u8c61<\/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\">\/\/ ==================== \u5bf9\u8bdd\u4e0a\u4e0b\u6587\u7ba1\u7406\u7ed3\u6784 ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/*<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u5bf9\u8bdd\u6d88\u606f\u7ed3\u6784\u4f53<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u7528\u4e8e\u5b58\u50a8\u5355\u6761\u5bf9\u8bdd\u6d88\u606f\u7684\u89d2\u8272\u548c\u5185\u5bb9<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - role: \u6d88\u606f\u89d2\u8272 (&quot;system&quot;\/&quot;user&quot;\/&quot;assistant&quot;)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - content: \u6d88\u606f\u5185\u5bb9<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *\/<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">struct<\/span><span style=\"color: #D8DEE9FF\"> ChatMessage <\/span><span style=\"color: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  String role<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  String content<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u5bf9\u8bdd\u5386\u53f2\u6570\u7ec4\uff0c\u91c7\u7528\u5faa\u73af\u7f13\u51b2\u533a\u8bbe\u8ba1<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u6570\u7ec4\u5927\u5c0f\u4e3a MAX_CONTEXT_ROUNDS * 2 + 1 \u7684\u539f\u56e0\u662f\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ - system \u6d88\u606f\u5360 1 \u4e2a\u4f4d\u7f6e<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ - \u6bcf\u8f6e\u5bf9\u8bdd\u5305\u542b user \u548c assistant \u4e24\u6761\u6d88\u606f\uff0c\u5171 MAX_CONTEXT_ROUNDS * 2 \u4e2a\u4f4d\u7f6e<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">ChatMessage <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">MAX_CONTEXT_ROUNDS <\/span><span style=\"color: #81A1C1\">*<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">2<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">+<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">1<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u5f53\u524d\u5b58\u50a8\u7684\u6d88\u606f\u6570\u91cf<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">int<\/span><span style=\"color: #D8DEE9FF\"> messageCount <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ System Role \u5185\u5bb9<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">String systemRole <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ ==================== \u51fd\u6570\u58f0\u660e ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">void<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">connectWiFi<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">void<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">setupSystemRole<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">String <\/span><span style=\"color: #88C0D0\">readSerialInput<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">void<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">addMessage<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> String<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">role<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> String<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">content<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">void<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">buildRequestJson<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">JsonDocument<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">doc<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">void<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">printChatHistory<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/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\"> String<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">payload<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">String <\/span><span style=\"color: #88C0D0\">extractAIResponse<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> String<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">response<\/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\">\/\/ ==================== \u521d\u59cb\u5316\u51fd\u6570 ====================<\/span><\/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\">\u2554\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2557<\/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\">\u2551     ESP32 AI \u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd\u793a\u4f8b                          \u2551<\/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\">\u2551     Interactive Multi-round Chat with Context            \u2551<\/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\">\u255a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u255d<\/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>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u6b65\u9aa41\uff1a\u8fde\u63a5 Wi-Fi<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #88C0D0\">connectWiFi<\/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\">  \/\/ \u6b65\u9aa42\uff1a\u8bbe\u7f6e SSL \u5ba2\u6237\u7aef<\/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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">---------- \u521d\u59cb\u5316 HTTPS \u8fde\u63a5 ----------<\/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: #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: #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 style=\"color: #616E88\">  \/\/ \u8bbe\u7f6e\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>\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\">HTTPS \u5ba2\u6237\u7aef\u521d\u59cb\u5316\u5b8c\u6210<\/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\">  \/\/ \u6b65\u9aa43\uff1a\u8bbe\u7f6e System Role<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #88C0D0\">setupSystemRole<\/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\">  \/\/ \u6b65\u9aa44\uff1a\u6253\u5370\u4f7f\u7528\u8bf4\u660e<\/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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">\u2554\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2557<\/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\">\u2551                      \u4f7f\u7528\u8bf4\u660e                            \u2551<\/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\">\u2560\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2563<\/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\">\u2551 1. \u5728\u4e0b\u65b9\u8f93\u5165\u6846\u8f93\u5165\u6d88\u606f\uff0c\u6309\u53d1\u9001\u5373\u53ef\u4e0eAI\u5bf9\u8bdd              \u2551<\/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\">\u2551 2. \u7a0b\u5e8f\u4f1a\u81ea\u52a8\u4fdd\u7559\u6700\u8fd15\u8f6e\u5bf9\u8bdd\u4e0a\u4e0b\u6587                       \u2551<\/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\">\u2551 3. \u6bcf\u6b21\u8bf7\u6c42\u548c\u54cd\u5e94\u7684JSON\u90fd\u4f1a\u6253\u5370\u5728\u4e32\u53e3\u76d1\u89c6\u5668\u4e0a            \u2551<\/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\">\u2551 4. \u8f93\u5165 &#39;reset&#39; \u53ef\u6e05\u7a7a\u5bf9\u8bdd\u5386\u53f2\u91cd\u65b0\u5f00\u59cb                   \u2551<\/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\">\u2551 5. \u8f93\u5165 &#39;history&#39; \u53ef\u67e5\u770b\u5f53\u524d\u5bf9\u8bdd\u5386\u53f2                     \u2551<\/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\">\u255a\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u2550\u255d<\/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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">\u8bf7\u5f00\u59cb\u5bf9\u8bdd\uff1a<\/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\">&gt; <\/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 ====================<\/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\">  \/\/ \u68c0\u67e5\u4e32\u53e3\u662f\u5426\u6709\u8f93\u5165<\/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\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">available<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/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\">    \/\/ \u8bfb\u53d6\u7528\u6237\u8f93\u5165<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    String userInput <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">readSerialInput<\/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\">userInput<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">trim<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\"> \/\/ \u53bb\u9664\u9996\u5c3e\u7a7a\u767d\u5b57\u7b26<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ \u68c0\u67e5\u7279\u6b8a\u547d\u4ee4<\/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\">userInput<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">equalsIgnoreCase<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">reset<\/span><span style=\"color: #ECEFF4\">&quot;<\/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\">      \/\/ \u6e05\u7a7a\u5bf9\u8bdd\u5386\u53f2\uff0c\u4fdd\u7559 system role<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      messageCount <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">1<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\"> \/\/ \u53ea\u4fdd\u7559 system \u6d88\u606f<\/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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">&#91;\u7cfb\u7edf&#93; \u5bf9\u8bdd\u5386\u53f2\u5df2\u6e05\u7a7a\uff0c\u91cd\u65b0\u5f00\u59cb\u5bf9\u8bdd<\/span><span style=\"color: #EBCB8B\">\\n<\/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\">&gt; <\/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\">return;<\/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: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9\">userInput<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">equalsIgnoreCase<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">history<\/span><span style=\"color: #ECEFF4\">&quot;<\/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\">      \/\/ \u663e\u793a\u5f53\u524d\u5bf9\u8bdd\u5386\u53f2<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #88C0D0\">printChatHistory<\/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\">&gt; <\/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\">return;<\/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: #616E88\">    \/\/ \u5ffd\u7565\u7a7a\u8f93\u5165<\/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\">userInput<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">length<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">==<\/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: #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\">&gt; <\/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\">return;<\/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: #ECEFF4\">&quot;<\/span><span style=\"color: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">&#91;\u7528\u6237&#93; <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">+<\/span><span style=\"color: #D8DEE9FF\"> userInput<\/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\">    \/\/ \u5c06\u7528\u6237\u6d88\u606f\u6dfb\u52a0\u5230\u5386\u53f2\u8bb0\u5f55<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #88C0D0\">addMessage<\/span><span style=\"color: #ECEFF4\">(<\/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\"> userInput<\/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\">    \/\/ \u6784\u5efa\u8bf7\u6c42 JSON<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    StaticJsonDocument<\/span><span style=\"color: #81A1C1\">&lt;<\/span><span style=\"color: #D8DEE9FF\">JSON_CAPACITY<\/span><span style=\"color: #81A1C1\">&gt;<\/span><span style=\"color: #D8DEE9FF\"> requestDoc<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #88C0D0\">buildRequestJson<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">requestDoc<\/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\">    \/\/ \u5c06 JSON \u6587\u6863\u5e8f\u5217\u5316\u4e3a\u5b57\u7b26\u4e32<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    String requestPayload<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #88C0D0\">serializeJson<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">requestDoc<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> requestPayload<\/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\">    \/\/ \u6253\u5370\u8bf7\u6c42 JSON\uff08\u7528\u4e8e\u5b66\u4e60\u89c2\u5bdf\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\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">========== \u53d1\u9001\u7684 HTTP \u8bf7\u6c42\u4f53\uff08JSON\uff09==========<\/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: #88C0D0\">serializeJsonPretty<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">requestDoc<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> Serial<\/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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">==============================================<\/span><span style=\"color: #EBCB8B\">\\n<\/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\">    \/\/ \u53d1\u9001\u8bf7\u6c42\u5230 AI \u5e73\u53f0<\/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\">requestPayload<\/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\">    \/\/ \u63d0\u793a\u7528\u6237\u7ee7\u7eed\u8f93\u5165<\/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\">&gt; <\/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\">\/\/ ==================== Wi-Fi \u8fde\u63a5\u51fd\u6570 ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/*<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u8fde\u63a5 Wi-Fi \u7f51\u7edc<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u5faa\u73af\u7b49\u5f85\u76f4\u5230\u8fde\u63a5\u6210\u529f\uff0c\u663e\u793a\u8fde\u63a5\u8fdb\u5ea6<\/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\">connectWiFi<\/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: #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\">---------- \u8fde\u63a5 Wi-Fi ----------<\/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\">\u6b63\u5728\u8fde\u63a5: <\/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\">ssid<\/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\">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\u8fde\u63a5\u6210\u529f<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #81A1C1\">int<\/span><span style=\"color: #D8DEE9FF\"> attempt <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #81A1C1\">;<\/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\">    attempt<\/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\">attempt <\/span><span style=\"color: #81A1C1\">&gt;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">40<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">{<\/span><span style=\"color: #616E88\"> \/\/ 20\u79d2\u8d85\u65f6<\/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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">&#91;\u9519\u8bef&#93; Wi-Fi \u8fde\u63a5\u8d85\u65f6\uff0c\u8bf7\u68c0\u67e5\u914d\u7f6e<\/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\">return;<\/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>\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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">&#91;\u6210\u529f&#93; Wi-Fi \u5df2\u8fde\u63a5\uff01<\/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\">IP \u5730\u5740: <\/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\">WiFi<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">localIP<\/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\">\/\/ ==================== System Role \u8bbe\u7f6e\u51fd\u6570 ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/*<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u5728\u542f\u52a8\u65f6\u5141\u8bb8\u7528\u6237\u8f93\u5165\u81ea\u5b9a\u4e49\u7684 System Role<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * System Role \u7528\u4e8e\u8bbe\u5b9a AI \u7684\u8eab\u4efd\u548c\u884c\u4e3a\u65b9\u5f0f<\/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\">setupSystemRole<\/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: #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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">---------- \u8bbe\u7f6e AI \u8eab\u4efd\uff08System Role\uff09 ----------<\/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\">System Role \u7528\u4e8e\u8bbe\u5b9a AI \u52a9\u624b\u7684\u8eab\u4efd\u548c\u884c\u4e3a\u65b9\u5f0f\u3002<\/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\">\u4f8b\u5982\uff1a<\/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\">  - &#39;\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406&#39;<\/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\">  - &#39;\u4f60\u662f\u4e00\u4e2a\u5e7d\u9ed8\u7684\u804a\u5929\u4f19\u4f34&#39;<\/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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">\u8bf7\u8f93\u5165 System Role\uff08\u76f4\u63a5\u6309\u56de\u8f66\u4f7f\u7528\u9ed8\u8ba4\uff1a&#39;\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406&#39;\uff09\uff1a<\/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\">&gt; <\/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\">  \/\/ \u7b49\u5f85\u7528\u6237\u8f93\u5165<\/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\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">available<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">==<\/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: #D8DEE9FF\">    <\/span><span style=\"color: #88C0D0\">delay<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #B48EAD\">100<\/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\">  systemRole <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">readSerialInput<\/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\">systemRole<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">trim<\/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\u7528\u6237\u672a\u8f93\u5165\uff0c\u4f7f\u7528\u9ed8\u8ba4\u503c<\/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\">systemRole<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">length<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">==<\/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: #D8DEE9FF\">    systemRole <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/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: #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: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">&#91;\u5df2\u8bbe\u7f6e&#93; System Role: <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">+<\/span><span style=\"color: #D8DEE9FF\"> systemRole<\/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\">  \/\/ \u5c06 system \u6d88\u606f\u6dfb\u52a0\u5230\u5386\u53f2\u8bb0\u5f55\uff08\u59cb\u7ec8\u4f4d\u4e8e\u7b2c\u4e00\u6761\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">role<\/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\">system<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">content<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> systemRole<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  messageCount <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">1<\/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\">\/\/ ==================== \u4e32\u53e3\u8f93\u5165\u8bfb\u53d6\u51fd\u6570 ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/*<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u4ece\u4e32\u53e3\u8bfb\u53d6\u4e00\u884c\u8f93\u5165<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u652f\u6301\u4ee5\u6362\u884c\u7b26(\\n)\u6216\u56de\u8f66\u7b26(\\r)\u7ed3\u675f\u8f93\u5165<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u8fd4\u56de\u8bfb\u53d6\u5230\u7684\u5b57\u7b26\u4e32\uff08\u4e0d\u5305\u542b\u6362\u884c\u7b26\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *\/<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">String <\/span><span style=\"color: #88C0D0\">readSerialInput<\/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\">  String input <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #81A1C1\">char<\/span><span style=\"color: #D8DEE9FF\"> c<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/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\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">available<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/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: #D8DEE9FF\">    c <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">read<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ \u68c0\u6d4b\u5230\u6362\u884c\u6216\u56de\u8f66\u65f6\u7ed3\u675f\u8bfb\u53d6<\/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\">c <\/span><span style=\"color: #81A1C1\">==<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&#39;<\/span><span style=\"color: #EBCB8B\">\\n<\/span><span style=\"color: #ECEFF4\">&#39;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">||<\/span><span style=\"color: #D8DEE9FF\"> c <\/span><span style=\"color: #81A1C1\">==<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&#39;<\/span><span style=\"color: #EBCB8B\">\\r<\/span><span style=\"color: #ECEFF4\">&#39;<\/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: #81A1C1\">break;<\/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\">    input <\/span><span style=\"color: #81A1C1\">+=<\/span><span style=\"color: #D8DEE9FF\"> c<\/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\">2<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\"> \/\/ \u77ed\u6682\u5ef6\u8fdf\u786e\u4fdd\u5b57\u7b26\u63a5\u6536\u5b8c\u6574<\/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: #616E88\">  \/\/ \u6e05\u9664\u7f13\u51b2\u533a\u4e2d\u53ef\u80fd\u6b8b\u7559\u7684\u6362\u884c\u7b26<\/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\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">available<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">&gt;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">&amp;&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">peek<\/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\">&#39;<\/span><span style=\"color: #EBCB8B\">\\n<\/span><span style=\"color: #ECEFF4\">&#39;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">||<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">peek<\/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\">&#39;<\/span><span style=\"color: #EBCB8B\">\\r<\/span><span style=\"color: #ECEFF4\">&#39;<\/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: #D8DEE9\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">read<\/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: #81A1C1\">return<\/span><span style=\"color: #D8DEE9FF\"> input<\/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\">\/\/ ==================== \u6dfb\u52a0\u6d88\u606f\u5230\u5386\u53f2\u8bb0\u5f55 ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/*<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u5c06\u65b0\u6d88\u606f\u6dfb\u52a0\u5230\u5bf9\u8bdd\u5386\u53f2<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u5982\u679c\u8d85\u8fc7\u6700\u5927\u8f6e\u6570\u9650\u5236\uff0c\u4f1a\u81ea\u52a8\u79fb\u9664\u6700\u65e7\u7684\u7528\u6237-\u52a9\u624b\u5bf9\u8bdd\u5bf9<\/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\"> * - role: \u6d88\u606f\u89d2\u8272 (&quot;user&quot; \u6216 &quot;assistant&quot;)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - content: \u6d88\u606f\u5185\u5bb9<\/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\">addMessage<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> String<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">role<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> String<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">content<\/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\">  \/\/ \u68c0\u67e5\u662f\u5426\u9700\u8981\u6e05\u7406\u65e7\u6d88\u606f\uff08\u8d85\u8fc75\u8f6e\u65f6\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ messageCount \u5305\u542b system \u6d88\u606f\uff0c\u6240\u4ee5\u6700\u5927\u4e3a 1 + 5*2 = 11<\/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\">messageCount <\/span><span style=\"color: #81A1C1\">&gt;=<\/span><span style=\"color: #D8DEE9FF\"> MAX_CONTEXT_ROUNDS <\/span><span style=\"color: #81A1C1\">*<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">2<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">+<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">1<\/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\">    \/\/ \u9700\u8981\u79fb\u9664\u6700\u65e7\u7684\u4e00\u5bf9 user-assistant \u6d88\u606f<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ \u5c06\u6570\u7ec4\u4e2d\u7684\u6d88\u606f\u5411\u524d\u79fb\u52a8\u4e24\u4f4d\uff08\u8df3\u8fc7\u6700\u65e7\u7684 user \u548c assistant\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #81A1C1\">for<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">int<\/span><span style=\"color: #D8DEE9FF\"> i <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">2<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\"> i <\/span><span style=\"color: #81A1C1\">&lt;<\/span><span style=\"color: #D8DEE9FF\"> messageCount<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\"> i<\/span><span style=\"color: #81A1C1\">++<\/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: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">i <\/span><span style=\"color: #81A1C1\">-<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">1<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">i<\/span><span style=\"color: #ECEFF4\">&#93;<\/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\">    messageCount<\/span><span style=\"color: #81A1C1\">--;<\/span><span style=\"color: #616E88\"> \/\/ \u51cf\u5c11\u8ba1\u6570\uff0c\u4e3a\u65b0\u6d88\u606f\u817e\u51fa\u4f4d\u7f6e<\/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\">&#91;\u7cfb\u7edf&#93; \u5bf9\u8bdd\u5386\u53f2\u5df2\u8d85\u8fc75\u8f6e\uff0c\u81ea\u52a8\u6e05\u9664\u6700\u65e9\u7684\u4e00\u8f6e<\/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: #616E88\">  \/\/ \u6dfb\u52a0\u65b0\u6d88\u606f<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">messageCount<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">role<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> role<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">messageCount<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">content<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> content<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  messageCount<\/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\">\/\/ ==================== \u6784\u5efa\u8bf7\u6c42 JSON ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/*<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u6839\u636e\u5f53\u524d\u5bf9\u8bdd\u5386\u53f2\u6784\u5efa HTTP \u8bf7\u6c42\u7684 JSON \u6587\u6863<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u7b26\u5408 OpenAI API \u517c\u5bb9\u683c\u5f0f<\/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\"> * - doc: \u7528\u4e8e\u5b58\u50a8\u7ed3\u679c\u7684 JsonDocument \u5f15\u7528<\/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\">buildRequestJson<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">JsonDocument<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">doc<\/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\">  \/\/ \u8bbe\u7f6e\u6a21\u578b\u540d\u79f0<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">doc<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">model<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> ai_model<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u521b\u5efa messages \u6570\u7ec4<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  JsonArray messages <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">doc<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">createNestedArray<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">messages<\/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\">  \/\/ \u5c06\u6240\u6709\u5386\u53f2\u6d88\u606f\u6dfb\u52a0\u5230\u6570\u7ec4<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #81A1C1\">for<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">int<\/span><span style=\"color: #D8DEE9FF\"> i <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\"> i <\/span><span style=\"color: #81A1C1\">&lt;<\/span><span style=\"color: #D8DEE9FF\"> messageCount<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\"> i<\/span><span style=\"color: #81A1C1\">++<\/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\">    JsonObject msg <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">messages<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">createNestedObject<\/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\">msg<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">i<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">role<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #D8DEE9\">msg<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">i<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">content<\/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\">\/\/ ==================== \u6253\u5370\u5bf9\u8bdd\u5386\u53f2 ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/*<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u5728\u4e32\u53e3\u76d1\u89c6\u5668\u4e0a\u663e\u793a\u5f53\u524d\u7684\u5bf9\u8bdd\u5386\u53f2<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u7528\u4e8e\u8c03\u8bd5\u548c\u5b66\u4e60\u89c2\u5bdf<\/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\">printChatHistory<\/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: #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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">========== \u5f53\u524d\u5bf9\u8bdd\u5386\u53f2 ==========<\/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\">\u5171 <\/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\">messageCount<\/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\"> \u6761\u6d88\u606f\uff08\u6700\u591a\u4fdd\u7559 <\/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\">MAX_CONTEXT_ROUNDS<\/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\"> \u8f6e\u5bf9\u8bdd\uff09\uff1a<\/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>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #81A1C1\">for<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">int<\/span><span style=\"color: #D8DEE9FF\"> i <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\"> i <\/span><span style=\"color: #81A1C1\">&lt;<\/span><span style=\"color: #D8DEE9FF\"> messageCount<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\"> i<\/span><span style=\"color: #81A1C1\">++<\/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\">    String roleDisplay <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">i<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">role<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ \u7f8e\u5316\u89d2\u8272\u663e\u793a<\/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\">roleDisplay <\/span><span style=\"color: #81A1C1\">==<\/span><span style=\"color: #D8DEE9FF\"> <\/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\"> roleDisplay <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">&#91;\u7cfb\u7edf\u8bbe\u5b9a&#93;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #81A1C1\">else<\/span><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\">roleDisplay <\/span><span style=\"color: #81A1C1\">==<\/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\"> roleDisplay <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">&#91;\u7528\u6237&#93;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #81A1C1\">else<\/span><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\">roleDisplay <\/span><span style=\"color: #81A1C1\">==<\/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\"> roleDisplay <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">&#91;AI\u52a9\u624b&#93;<\/span><span style=\"color: #ECEFF4\">&quot;<\/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: #D8DEE9FF\">roleDisplay <\/span><span style=\"color: #81A1C1\">+<\/span><span style=\"color: #D8DEE9FF\"> <\/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: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">i<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">content<\/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: #616E88\">  \/\/ \u8ba1\u7b97\u5f53\u524d\u8f6e\u6570<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #81A1C1\">int<\/span><span style=\"color: #D8DEE9FF\"> currentRounds <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">messageCount <\/span><span style=\"color: #81A1C1\">-<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">1<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">\/<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">2<\/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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">\u5f53\u524d\u5bf9\u8bdd\u8f6e\u6570: <\/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\">currentRounds<\/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\"> \/ <\/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\">MAX_CONTEXT_ROUNDS<\/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\">==================================<\/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\">\/\/ ==================== \u53d1\u9001 HTTP \u8bf7\u6c42\u5230 AI \u5e73\u53f0 ====================<\/span><\/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 POST \u8bf7\u6c42<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u5e76\u5904\u7406\u54cd\u5e94\uff0c\u63d0\u53d6 AI \u56de\u590d\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: JSON \u683c\u5f0f\u7684\u8bf7\u6c42\u4f53<\/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\"> String<\/span><span style=\"color: #81A1C1\">&amp;<\/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: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u6784\u9020 Authorization \u8bf7\u6c42\u5934<\/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: #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\">\u6b63\u5728\u5411 AI \u5e73\u53f0\u53d1\u9001\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: #616E88\">  \/\/ \u521d\u59cb\u5316 HTTPS \u8fde\u63a5<\/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 style=\"color: #616E88\">    \/\/ \u8bbe\u7f6e\u8d85\u65f6\u65f6\u95f4<\/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\">30000<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\">      \/\/ 30\u79d2\u8bf7\u6c42\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\">15000<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\"> \/\/ 15\u79d2\u8fde\u63a5\u8d85\u65f6<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ \u6dfb\u52a0 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<\/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: #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\">      \/\/ \u8bf7\u6c42\u6210\u529f\uff0c\u83b7\u53d6\u54cd\u5e94<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      String response <\/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>\n<span class=\"line\"><span style=\"color: #616E88\">      \/\/ \u6253\u5370\u54cd\u5e94 JSON\uff08\u7528\u4e8e\u5b66\u4e60\u89c2\u5bdf\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\">println<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">========== \u63a5\u6536\u5230\u7684 HTTP \u54cd\u5e94\u4f53\uff08JSON\uff09==========<\/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: #616E88\">      \/\/ \u5c1d\u8bd5\u7f8e\u5316\u6253\u5370 JSON<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      StaticJsonDocument<\/span><span style=\"color: #81A1C1\">&lt;<\/span><span style=\"color: #D8DEE9FF\">JSON_CAPACITY<\/span><span style=\"color: #81A1C1\">&gt;<\/span><span style=\"color: #D8DEE9FF\"> responseDoc<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      DeserializationError error <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">deserializeJson<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">responseDoc<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> response<\/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: #81A1C1\">!<\/span><span style=\"color: #D8DEE9FF\">error<\/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\">serializeJsonPretty<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">responseDoc<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> Serial<\/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\u89e3\u6790\u5931\u8d25\uff0c\u76f4\u63a5\u6253\u5370\u539f\u59cb\u54cd\u5e94<\/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\">response<\/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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">================================================<\/span><span style=\"color: #EBCB8B\">\\n<\/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\">      \/\/ \u68c0\u67e5 HTTP \u72b6\u6001\u7801<\/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\">        \/\/ \u63d0\u53d6 AI \u7684\u56de\u590d\u5185\u5bb9<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">        String aiReply <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">extractAIResponse<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">response<\/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: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9\">aiReply<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">length<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/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: #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\">&#91;AI\u52a9\u624b&#93; <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">+<\/span><span style=\"color: #D8DEE9FF\"> aiReply<\/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\">          \/\/ \u5c06 AI \u56de\u590d\u6dfb\u52a0\u5230\u5bf9\u8bdd\u5386\u53f2<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">          <\/span><span style=\"color: #88C0D0\">addMessage<\/span><span style=\"color: #ECEFF4\">(<\/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\"> aiReply<\/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: #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\">&#91;\u9519\u8bef&#93; \u65e0\u6cd5\u4ece\u54cd\u5e94\u4e2d\u63d0\u53d6 AI \u56de\u590d<\/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: #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: #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\">&#91;\u9519\u8bef&#93; HTTP \u72b6\u6001\u7801: <\/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\">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: #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\">      \/\/ \u8bf7\u6c42\u5931\u8d25<\/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\">&#91;\u9519\u8bef&#93; HTTP \u8bf7\u6c42\u5931\u8d25: <\/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: #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: #ECEFF4\">}<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ \u7ed3\u675f HTTP \u4f1a\u8bdd<\/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: #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\">&#91;\u9519\u8bef&#93; \u65e0\u6cd5\u8fde\u63a5\u5230 AI \u670d\u52a1\u5668<\/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\">\/\/ ==================== \u63d0\u53d6 AI \u56de\u590d\u5185\u5bb9 ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/*<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u4ece AI \u5e73\u53f0\u7684 JSON \u54cd\u5e94\u4e2d\u63d0\u53d6 AI \u7684\u56de\u590d\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\"> * - response: \u670d\u52a1\u5668\u8fd4\u56de\u7684\u5b8c\u6574 JSON \u5b57\u7b26\u4e32<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u8fd4\u56de\u503c\uff1aAI \u7684\u56de\u590d\u5185\u5bb9\u5b57\u7b26\u4e32<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *\/<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">String <\/span><span style=\"color: #88C0D0\">extractAIResponse<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> String<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">response<\/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\">  StaticJsonDocument<\/span><span style=\"color: #81A1C1\">&lt;<\/span><span style=\"color: #D8DEE9FF\">JSON_CAPACITY<\/span><span style=\"color: #81A1C1\">&gt;<\/span><span style=\"color: #D8DEE9FF\"> doc<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  DeserializationError error <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">deserializeJson<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">doc<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> response<\/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: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">error<\/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: #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\">&#91;\u9519\u8bef&#93; JSON \u89e3\u6790\u5931\u8d25: <\/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\">error<\/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: #81A1C1\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;&quot;<\/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: #616E88\">  \/\/ \u6839\u636e OpenAI API \u683c\u5f0f\u63d0\u53d6\u5185\u5bb9<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u8def\u5f84: choices&#91;0&#93;.message.content<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  JsonArray choices <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">doc<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">choices<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/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: #D8DEE9\">choices<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">isNull<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">||<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">choices<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">size<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">==<\/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: #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\">&#91;\u9519\u8bef&#93; \u54cd\u5e94\u4e2d\u6ca1\u6709 choices \u6570\u636e<\/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\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;&quot;<\/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\">  JsonObject message <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">choices<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #ECEFF4\">&#93;&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">message<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/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: #D8DEE9\">message<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">isNull<\/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: #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\">&#91;\u9519\u8bef&#93; \u54cd\u5e94\u4e2d\u6ca1\u6709 message \u6570\u636e<\/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\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;&quot;<\/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: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">char*<\/span><span style=\"color: #D8DEE9FF\"> content <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">message<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/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\">content <\/span><span style=\"color: #81A1C1\">==<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">nullptr<\/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: #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\">&#91;\u9519\u8bef&#93; \u54cd\u5e94\u4e2d\u6ca1\u6709 content \u6570\u636e<\/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\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;&quot;<\/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: #81A1C1\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">String<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">content<\/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\">\/*<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * ====================================================================================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u3010\u6559\u5b66\u9644\u5f55\u3011\u672c\u7a0b\u5e8f\u6838\u5fc3\u6982\u5ff5\u8be6\u89e3<\/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\"> * 1. Assistant Role \u7684\u4f5c\u7528\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *    \u5728 OpenAI \u517c\u5bb9\u7684 API \u4e2d\uff0cassistant role \u7528\u4e8e\u8868\u793a AI \u52a9\u624b\u7684\u56de\u590d\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *    \u901a\u8fc7\u5c06 assistant \u7684\u5386\u53f2\u56de\u590d\u5305\u542b\u5728\u8bf7\u6c42\u4e2d\uff0cAI \u80fd\u591f\u7406\u89e3\u5bf9\u8bdd\u7684\u4e0a\u4e0b\u6587\uff0c<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *    \u4ece\u800c\u56de\u7b54\u9700\u8981\u4f9d\u8d56\u524d\u6587\u7406\u89e3\u7684\u95ee\u9898\uff08\u5982&quot;\u90a33\u5462&quot;\u6307\u4ee3\u524d\u6587\u63d0\u5230\u7684&quot;2\u6b21\u65b9&quot;\uff09\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 2. \u5bf9\u8bdd\u4e0a\u4e0b\u6587\u7ba1\u7406\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *    \u672c\u7a0b\u5e8f\u4f7f\u7528\u6570\u7ec4\u5b58\u50a8\u5bf9\u8bdd\u5386\u53f2\uff0c\u91c7\u7528\u5faa\u73af\u7f13\u51b2\u533a\u7684\u8bbe\u8ba1\u601d\u60f3\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *    \u5f53\u8d85\u8fc75\u8f6e\u65f6\uff0c\u79fb\u9664\u6700\u65e7\u7684\u4e00\u5bf9 user-assistant \u6d88\u606f\uff0c\u4fdd\u7559 system \u6d88\u606f<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *    \u548c\u6700\u8fd1\u7684\u5bf9\u8bdd\u8bb0\u5f55\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * 3. JSON \u6784\u5efa\u8fc7\u7a0b\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *    \u4f7f\u7528 ArduinoJson \u5e93\u52a8\u6001\u6784\u5efa\u8bf7\u6c42\u4f53\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *      &quot;model&quot;: &quot;\u6a21\u578b\u540d\u79f0&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\"> *        {&quot;role&quot;: &quot;system&quot;, &quot;content&quot;: &quot;\u7cfb\u7edf\u8bbe\u5b9a&quot;},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *        {&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;\u7528\u6237\u6d88\u606f1&quot;},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *        {&quot;role&quot;: &quot;assistant&quot;, &quot;content&quot;: &quot;AI\u56de\u590d1&quot;},<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *        {&quot;role&quot;: &quot;user&quot;, &quot;content&quot;: &quot;\u7528\u6237\u6d88\u606f2&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\"> * 4. \u8bf7\u6c42-\u54cd\u5e94\u6d41\u7a0b\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *    &#91;\u7528\u6237\u8f93\u5165&#93; -&gt; &#91;\u6dfb\u52a0\u5230\u5386\u53f2&#93; -&gt; &#91;\u6784\u5efaJSON&#93; -&gt; &#91;HTTP POST&#93; -&gt; &#91;AI\u670d\u52a1\u5668&#93;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *                                                    |<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> *    &#91;\u663e\u793a\u7ed9\u7528\u6237&#93; &lt;- &#91;\u63d0\u53d6\u5185\u5bb9&#93; &lt;- &#91;\u89e3\u6790JSON&#93; &lt;- &#91;HTTP\u54cd\u5e94&#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\"> *\/<\/span><\/span>\n<span class=\"line\"><\/span><\/code><\/pre><\/div>\n\n\n\n<p>\u914d\u5408\u4ee5\u4e0a\u793a\u4f8b\u7a0b\u5e8f\u7684my_info.h\u4ee3\u7801\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>\/* \n * my_info.h - \u4e2a\u4eba\u4fe1\u606f\u914d\u7f6e\u6587\u4ef6\n * \n * \u529f\u80fd\u63cf\u8ff0\uff1a\n * \u672c\u6587\u4ef6\u7528\u4e8e\u5b58\u653e\u7528\u6237\u7684 Wi-Fi \u7f51\u7edc\u914d\u7f6e\u4fe1\u606f\u4ee5\u53ca\u963f\u91cc\u4e91\u767e\u70bc API \u5bc6\u94a5\u3002\n * \u8bf7\u5728\u4f7f\u7528\u524d\u52a1\u5fc5\u586b\u5165\u771f\u5b9e\u7684\u914d\u7f6e\u4fe1\u606f\uff0c\u5426\u5219\u7a0b\u5e8f\u5c06\u65e0\u6cd5\u6b63\u5e38\u8fd0\u884c\u3002\n * \n * \u4f5c\u8005\uff1aTaichi-Maker\n * \u4f5c\u8005\u5b98\u7f51\uff1ahttp:\/\/ai.taichi-maker.com\n * \u521b\u5efa\u65e5\u671f\uff1a2025\u5e7411\u670830\u65e5\n * \u7248\u672c\uff1a1.0.0\n * \n * \u91cd\u8981\u63d0\u793a\uff1a\n * - \u8bf7\u52ff\u5c06\u5305\u542b\u771f\u5b9e API \u5bc6\u94a5\u7684 my_info.h \u6587\u4ef6\u63d0\u4ea4\u5230\u516c\u5f00\u4ed3\u5e93\uff01\n * - \u5efa\u8bae\u5c06 my_info.h \u6dfb\u52a0\u5230 .gitignore \u6587\u4ef6\u4e2d\u4ee5\u9632\u6b62\u6cc4\u9732\u654f\u611f\u4fe1\u606f\u3002\n * - \u5728\u5206\u4eab\u4ee3\u7801\u524d\uff0c\u8bf7\u52a1\u5fc5\u5c06 api_key \u66ff\u6362\u4e3a\u5360\u4f4d\u7b26\u6216\u5220\u9664\u771f\u5b9e\u5bc6\u94a5\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\n * \u7684\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\n * \u5b8c\u6574\u5f00\u53d1\u6d41\u7a0b\u3002\n * \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#ifndef MY_INFO_H\n#define MY_INFO_H\n\n\/\/ ==================== Wi-Fi \u914d\u7f6e ====================\n\/\/ \u8bf7\u5c06\u4e0b\u65b9\u7684 \"YourWiFiName\" \u66ff\u6362\u4e3a\u60a8\u7684 Wi-Fi \u540d\u79f0\uff08SSID\uff09\n\/\/ \u6ce8\u610f\uff1aWi-Fi \u540d\u79f0\u533a\u5206\u5927\u5c0f\u5199\uff0c\u8bf7\u786e\u4fdd\u586b\u5199\u6b63\u786e\nconst char* ssid = \"YourWiFiName\";\n\n\/\/ \u8bf7\u5c06\u4e0b\u65b9\u7684 \"YourWiFiPassword\" \u66ff\u6362\u4e3a\u60a8\u7684 Wi-Fi \u5bc6\u7801\n\/\/ \u6ce8\u610f\uff1aWi-Fi \u5bc6\u7801\u533a\u5206\u5927\u5c0f\u5199\uff0c\u8bf7\u786e\u4fdd\u586b\u5199\u6b63\u786e\nconst char* password = \"YourWiFiPassword\";\n\n\/\/ ==================== AI\u5e73\u53f0 API \u914d\u7f6e ====================\n\/\/ API \u4e3b\u673a\u5730\u5740\uff08\u9ed8\u8ba4\u4f7f\u7528\u963f\u91cc\u4e91\u767e\u70bc\u670d\u52a1\uff09\n\/\/ \u5982\u9700\u4f7f\u7528\u5176\u4ed6 AI \u670d\u52a1\u63d0\u4f9b\u5546\uff0c\u8bf7\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u4fee\u6539\u6b64\u5730\u5740\nconst char* ai_host = \"dashscope.aliyuncs.com\";\n\n\/\/ API \u7aef\u53e3\uff08HTTPS \u6807\u51c6\u7aef\u53e3 443\uff09\n\/\/ \u4e0d\u8981\u4fee\u6539\u6b64\u9879\uff0c\u9664\u975e\u60a8\u660e\u786e\u77e5\u9053\u8981\u4f7f\u7528\u7684\u7aef\u53e3\u53f7\nconst uint16_t ai_port = 443;\n\n\/\/ API \u7aef\u70b9\u8def\u5f84\uff08OpenAI \u517c\u5bb9\u683c\u5f0f\uff09\n\/\/ \u7528\u4e8e\u6307\u5b9a\u8c03\u7528 AI \u5927\u6a21\u578b\u7684 API \u63a5\u53e3\u8def\u5f84\nconst char* ai_endpoint = \"\/compatible-mode\/v1\/chat\/completions\";\n\n\/\/ \u8bf7\u5c06\u4e0b\u65b9\u7684 \"sk-xxxxxxxxxxxxxxxxxxxxxxxx\" \u66ff\u6362\u4e3a\u60a8\u7684\u963f\u91cc\u4e91\u767e\u70bc API \u5bc6\u94a5\n\/\/ \u83b7\u53d6\u65b9\u5f0f\uff1a\n\/\/   1. \u8bbf\u95ee https:\/\/dashscope.console.aliyun.com\/\n\/\/   2. \u6ce8\u518c\/\u767b\u5f55\u963f\u91cc\u4e91\u8d26\u53f7\n\/\/   3. \u5728\"API-KEY \u7ba1\u7406\"\u4e2d\u521b\u5efa\u6216\u67e5\u770b\u60a8\u7684 API \u5bc6\u94a5\n\/\/ \u6ce8\u610f\uff1aAPI \u5bc6\u94a5\u662f\u60a8\u7684\u4e2a\u4eba\u51ed\u8bc1\uff0c\u8bf7\u52ff\u6cc4\u9732\u7ed9\u4ed6\u4eba\uff01\nconst char* ai_api_key = \"sk-xxxxxxxxxxxxxxxxxxxxxxxx\";\n\n\/\/ \u8bf7\u586b\u5165\u4f7f\u7528\u7684\u5927\u6a21\u578b\u4ee3\u7801\uff08\u9ed8\u8ba4\u4f7f\u7528\u963f\u91cc\u4e91Qwen Flash\u6a21\u578b\uff09\nconst char* ai_model = \"qwen-flash\";  \n\n#endif\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\"> * my_info.h - \u4e2a\u4eba\u4fe1\u606f\u914d\u7f6e\u6587\u4ef6<\/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\u6587\u4ef6\u7528\u4e8e\u5b58\u653e\u7528\u6237\u7684 Wi-Fi \u7f51\u7edc\u914d\u7f6e\u4fe1\u606f\u4ee5\u53ca\u963f\u91cc\u4e91\u767e\u70bc API \u5bc6\u94a5\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u8bf7\u5728\u4f7f\u7528\u524d\u52a1\u5fc5\u586b\u5165\u771f\u5b9e\u7684\u914d\u7f6e\u4fe1\u606f\uff0c\u5426\u5219\u7a0b\u5e8f\u5c06\u65e0\u6cd5\u6b63\u5e38\u8fd0\u884c\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\uff1a2025\u5e7411\u670830\u65e5<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u7248\u672c\uff1a1.0.0<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u91cd\u8981\u63d0\u793a\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u8bf7\u52ff\u5c06\u5305\u542b\u771f\u5b9e API \u5bc6\u94a5\u7684 my_info.h \u6587\u4ef6\u63d0\u4ea4\u5230\u516c\u5f00\u4ed3\u5e93\uff01<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u5efa\u8bae\u5c06 my_info.h \u6dfb\u52a0\u5230 .gitignore \u6587\u4ef6\u4e2d\u4ee5\u9632\u6b62\u6cc4\u9732\u654f\u611f\u4fe1\u606f\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * - \u5728\u5206\u4eab\u4ee3\u7801\u524d\uff0c\u8bf7\u52a1\u5fc5\u5c06 api_key \u66ff\u6362\u4e3a\u5360\u4f4d\u7b26\u6216\u5220\u9664\u771f\u5b9e\u5bc6\u94a5\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<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u7684\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<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * \u5b8c\u6574\u5f00\u53d1\u6d41\u7a0b\u3002<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\"> * <\/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\">#ifndef<\/span><span style=\"color: #5E81AC\"> <\/span><span style=\"color: #88C0D0\">MY_INFO_H<\/span><\/span>\n<span class=\"line\"><span style=\"color: #5E81AC; font-weight: bold\">#<\/span><span style=\"color: #81A1C1\">define<\/span><span style=\"color: #5E81AC\"> <\/span><span style=\"color: #88C0D0\">MY_INFO_H<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ ==================== Wi-Fi \u914d\u7f6e ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u8bf7\u5c06\u4e0b\u65b9\u7684 &quot;YourWiFiName&quot; \u66ff\u6362\u4e3a\u60a8\u7684 Wi-Fi \u540d\u79f0\uff08SSID\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u6ce8\u610f\uff1aWi-Fi \u540d\u79f0\u533a\u5206\u5927\u5c0f\u5199\uff0c\u8bf7\u786e\u4fdd\u586b\u5199\u6b63\u786e<\/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\"> ssid <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">YourWiFiName<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u8bf7\u5c06\u4e0b\u65b9\u7684 &quot;YourWiFiPassword&quot; \u66ff\u6362\u4e3a\u60a8\u7684 Wi-Fi \u5bc6\u7801<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u6ce8\u610f\uff1aWi-Fi \u5bc6\u7801\u533a\u5206\u5927\u5c0f\u5199\uff0c\u8bf7\u786e\u4fdd\u586b\u5199\u6b63\u786e<\/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\"> password <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">YourWiFiPassword<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ ==================== AI\u5e73\u53f0 API \u914d\u7f6e ====================<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ API \u4e3b\u673a\u5730\u5740\uff08\u9ed8\u8ba4\u4f7f\u7528\u963f\u91cc\u4e91\u767e\u70bc\u670d\u52a1\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u5982\u9700\u4f7f\u7528\u5176\u4ed6 AI \u670d\u52a1\u63d0\u4f9b\u5546\uff0c\u8bf7\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u4fee\u6539\u6b64\u5730\u5740<\/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\"> ai_host <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">dashscope.aliyuncs.com<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ API \u7aef\u53e3\uff08HTTPS \u6807\u51c6\u7aef\u53e3 443\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u4e0d\u8981\u4fee\u6539\u6b64\u9879\uff0c\u9664\u975e\u60a8\u660e\u786e\u77e5\u9053\u8981\u4f7f\u7528\u7684\u7aef\u53e3\u53f7<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">uint16_t<\/span><span style=\"color: #D8DEE9FF\"> ai_port <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">443<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ API \u7aef\u70b9\u8def\u5f84\uff08OpenAI \u517c\u5bb9\u683c\u5f0f\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u7528\u4e8e\u6307\u5b9a\u8c03\u7528 AI \u5927\u6a21\u578b\u7684 API \u63a5\u53e3\u8def\u5f84<\/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\"> ai_endpoint <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">\/compatible-mode\/v1\/chat\/completions<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u8bf7\u5c06\u4e0b\u65b9\u7684 &quot;sk-xxxxxxxxxxxxxxxxxxxxxxxx&quot; \u66ff\u6362\u4e3a\u60a8\u7684\u963f\u91cc\u4e91\u767e\u70bc API \u5bc6\u94a5<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u83b7\u53d6\u65b9\u5f0f\uff1a<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/   1. \u8bbf\u95ee https:\/\/dashscope.console.aliyun.com\/<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/   2. \u6ce8\u518c\/\u767b\u5f55\u963f\u91cc\u4e91\u8d26\u53f7<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/   3. \u5728&quot;API-KEY \u7ba1\u7406&quot;\u4e2d\u521b\u5efa\u6216\u67e5\u770b\u60a8\u7684 API \u5bc6\u94a5<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u6ce8\u610f\uff1aAPI \u5bc6\u94a5\u662f\u60a8\u7684\u4e2a\u4eba\u51ed\u8bc1\uff0c\u8bf7\u52ff\u6cc4\u9732\u7ed9\u4ed6\u4eba\uff01<\/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\"> ai_api_key <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">sk-xxxxxxxxxxxxxxxxxxxxxxxx<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">\/\/ \u8bf7\u586b\u5165\u4f7f\u7528\u7684\u5927\u6a21\u578b\u4ee3\u7801\uff08\u9ed8\u8ba4\u4f7f\u7528\u963f\u91cc\u4e91Qwen Flash\u6a21\u578b\uff09<\/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\"> ai_model <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">qwen-flash<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\">  <\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #5E81AC; font-weight: bold\">#<\/span><span style=\"color: #81A1C1\">endif<\/span><\/span>\n<span class=\"line\"><\/span><\/code><\/pre><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u7a0b\u5e8f\u8bb2\u89e3\u5c06\u6240\u5b66\u77e5\u8bc6\u878d\u4f1a\u8d2f\u901a\">\u7a0b\u5e8f\u8bb2\u89e3\uff1a\u5c06\u6240\u5b66\u77e5\u8bc6\u878d\u4f1a\u8d2f\u901a<\/h2>\n\n\n\n<p>\u8fd9\u4e2a\u7efc\u5408\u7ec3\u4e60\u7a0b\u5e8f\u5c06\u524d\u56db\u8282\u8bfe\u7684\u77e5\u8bc6\u70b9\u5168\u90e8\u4e32\u8054\u8d77\u6765\u3002\u6211\u4eec\u5c06\u4ee5\u7a0b\u5e8f\u4e2d\u7684\u5173\u952e\u4ee3\u7801\u4e3a\u7ebf\u7d22\uff0c\u9010\u4e00\u8bb2\u89e3\u6bcf\u4e2a\u77e5\u8bc6\u70b9\u662f\u5982\u4f55\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u53d1\u6325\u4f5c\u7528\u7684\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u4e00\u52a8\u6001\u6784\u5efa\u8bf7\u6c42-json--\u4ece\u786c\u7f16\u7801\u5230\u7a0b\u5e8f\u5316\">\u4e00\u3001\u52a8\u6001\u6784\u5efa\u8bf7\u6c42 JSON \u2014\u2014 \u4ece\u786c\u7f16\u7801\u5230\u7a0b\u5e8f\u5316<\/h3>\n\n\n\n<p><strong>\u5bf9\u5e94\u8bfe\u7a0b\uff1a2-1\uff08API \u8bf7\u6c42\u57fa\u7840\uff09<\/strong><\/p>\n\n\n\n<p>\u5728 2-1 \u8bfe\u7a0b\u4e2d\uff0c\u8bf7\u6c42 JSON \u662f\u7528\u539f\u59cb\u5b57\u7b26\u4e32\u5b57\u9762\u91cf\u786c\u7f16\u7801\u7684\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* ai_payload = R\"rawliteral({\n  \"model\": \"qwen-flash\",\n  \"messages\": &#91;\n    {\n      \"role\": \"system\",\n      \"content\": \"You are a helpful assistant.\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"Hi. Who are you?\"\n    }\n  &#93;,\n  \"temperature\": 0.7,\n  \"max_tokens\": 150\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\"> ai_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-flash&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;You are a helpful assistant.&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;Hi. Who are you?&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\">  &quot;temperature&quot;: 0.7,<\/span><\/span>\n<span class=\"line\"><span style=\"color: #A3BE8C\">  &quot;max_tokens&quot;: 150<\/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>\u8fd9\u79cd\u65b9\u5f0f\u65e0\u6cd5\u5728\u8fd0\u884c\u65f6\u4fee\u6539\u5185\u5bb9\u3002\u800c\u5728\u672c\u7a0b\u5e8f\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528 ArduinoJson \u5e93<strong>\u52a8\u6001\u6784\u5efa<\/strong>\u8bf7\u6c42 JSON\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>void buildRequestJson(JsonDocument&amp; doc) {\n  doc&#91;\"model\"&#93; = ai_model;\n  JsonArray messages = doc.createNestedArray(\"messages\");\n\n  for (int i = 0; i &lt; messageCount; i++) {\n    JsonObject msg = messages.createNestedObject();\n    msg&#91;\"role\"&#93; = chatHistory&#91;i&#93;.role;\n    msg&#91;\"content\"&#93; = chatHistory&#91;i&#93;.content;\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: #81A1C1\">void<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">buildRequestJson<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">JsonDocument<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">doc<\/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: #D8DEE9\">doc<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">model<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> ai_model<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  JsonArray messages <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">doc<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">createNestedArray<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">messages<\/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: #81A1C1\">for<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">int<\/span><span style=\"color: #D8DEE9FF\"> i <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\"> i <\/span><span style=\"color: #81A1C1\">&lt;<\/span><span style=\"color: #D8DEE9FF\"> messageCount<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\"> i<\/span><span style=\"color: #81A1C1\">++<\/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\">    JsonObject msg <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">messages<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">createNestedObject<\/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\">msg<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">i<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">role<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #D8DEE9\">msg<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">i<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">content<\/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><\/code><\/pre><\/div>\n\n\n\n<p><strong>\u5173\u952e\u53d8\u5316\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>doc[\"model\"] = ai_model<\/code>\uff1a\u6a21\u578b\u540d\u79f0\u4ece my_info.h \u8bfb\u53d6\uff0c\u7075\u6d3b\u53ef\u914d<\/li>\n\n\n\n<li><code>doc.createNestedArray(\"messages\")<\/code>\uff1a\u52a8\u6001\u521b\u5efa messages \u6570\u7ec4<\/li>\n\n\n\n<li>\u5faa\u73af\u904d\u5386\u00a0<code>chatHistory<\/code>\u00a0\u6570\u7ec4\uff0c\u5c06\u6240\u6709\u5386\u53f2\u6d88\u606f\u9010\u6761\u6dfb\u52a0\u5230 messages \u4e2d<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u79cd\u52a8\u6001\u6784\u5efa\u65b9\u5f0f\u662f\u6574\u4e2a\u7a0b\u5e8f\u7684\u57fa\u7840\u2014\u2014\u6b63\u662f\u56e0\u4e3a\u80fd\u591f\u52a8\u6001\u6784\u5efa JSON\uff0c\u6211\u4eec\u624d\u80fd\u5728\u6bcf\u6b21\u8bf7\u6c42\u4e2d\u643a\u5e26\u4e0d\u540c\u6570\u91cf\u548c\u5185\u5bb9\u7684\u6d88\u606f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u4e8csystem-role-\u7684\u52a8\u6001\u8bbe\u5b9a--\u8ba9\u7528\u6237\u81ea\u5b9a\u4e49-ai-\u8eab\u4efd\">\u4e8c\u3001System Role \u7684\u52a8\u6001\u8bbe\u5b9a \u2014\u2014 \u8ba9\u7528\u6237\u81ea\u5b9a\u4e49 AI \u8eab\u4efd<\/h3>\n\n\n\n<p><strong>\u5bf9\u5e94\u8bfe\u7a0b\uff1a2-2\uff08System Role\uff09<\/strong><\/p>\n\n\n\n<p>\u5728 2-2 \u8bfe\u7a0b\u4e2d\uff0cSystem Role \u7684\u5185\u5bb9\u662f\u56fa\u5b9a\u5199\u5728\u7a0b\u5e8f\u91cc\u7684\u3002\u800c\u5728\u672c\u7a0b\u5e8f\u4e2d\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u542f\u52a8\u65f6<strong>\u81ea\u5b9a\u4e49<\/strong>&nbsp;System Role\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>void setupSystemRole() {\n  Serial.println(\"\u8bf7\u8f93\u5165 System Role\uff08\u76f4\u63a5\u6309\u56de\u8f66\u4f7f\u7528\u9ed8\u8ba4\uff1a'\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406'\uff09\uff1a\");\n  Serial.print(\"> \");\n\n  \/\/ \u7b49\u5f85\u7528\u6237\u8f93\u5165\n  while (Serial.available() == 0) {\n    delay(100);\n  }\n\n  \/\/ \u8bfb\u53d6\u7528\u6237\u8f93\u5165\n  systemRole = readSerialInput();\n  systemRole.trim(); \/\/ \u53bb\u9664\u9996\u5c3e\u7a7a\u767d\u5b57\u7b26\n\n  if (systemRole.length() == 0) {\n    systemRole = \"\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406\";\n  }\n\n  \/\/ \u5c06 system \u6d88\u606f\u6dfb\u52a0\u5230\u5386\u53f2\u8bb0\u5f55\uff08\u59cb\u7ec8\u4f4d\u4e8e\u7b2c\u4e00\u6761\uff09\n  chatHistory&#91;0&#93;.role = \"system\";\n  chatHistory&#91;0&#93;.content = systemRole;\n  messageCount = 1;\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: #81A1C1\">void<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">setupSystemRole<\/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: #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\">\u8bf7\u8f93\u5165 System Role\uff08\u76f4\u63a5\u6309\u56de\u8f66\u4f7f\u7528\u9ed8\u8ba4\uff1a&#39;\u4f60\u662f\u4e00\u4e2a\u667a\u80fd\u52a9\u7406&#39;\uff09\uff1a<\/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\">&gt; <\/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\">  \/\/ \u7b49\u5f85\u7528\u6237\u8f93\u5165<\/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\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">available<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">==<\/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: #D8DEE9FF\">    <\/span><span style=\"color: #88C0D0\">delay<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #B48EAD\">100<\/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: #616E88\">  \/\/ \u8bfb\u53d6\u7528\u6237\u8f93\u5165<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  systemRole <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">readSerialInput<\/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\">systemRole<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">trim<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\"> \/\/ \u53bb\u9664\u9996\u5c3e\u7a7a\u767d\u5b57\u7b26<\/span><\/span>\n<span class=\"line\"><\/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\">systemRole<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">length<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">==<\/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: #D8DEE9FF\">    systemRole <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/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: #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: #616E88\">  \/\/ \u5c06 system \u6d88\u606f\u6dfb\u52a0\u5230\u5386\u53f2\u8bb0\u5f55\uff08\u59cb\u7ec8\u4f4d\u4e8e\u7b2c\u4e00\u6761\uff09<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">role<\/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\">system<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">content<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> systemRole<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  messageCount <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">1<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><strong>\u8fd9\u6bb5\u4ee3\u7801\u4f53\u73b0\u4e86 2-2 \u8bfe\u7a0b\u7684\u6838\u5fc3\u77e5\u8bc6\uff1a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>System Role \u59cb\u7ec8\u4f4d\u4e8e messages \u6570\u7ec4\u7684\u7b2c\u4e00\u6761<\/strong>\uff1a<code>chatHistory[0]<\/code>\u00a0\u56fa\u5b9a\u5b58\u50a8 system \u6d88\u606f<\/li>\n\n\n\n<li><strong>System Role \u5b9a\u4e49 AI \u7684\u884c\u4e3a\u65b9\u5f0f<\/strong>\uff1a\u7528\u6237\u53ef\u4ee5\u8f93\u5165&#8221;\u4f60\u662f\u4e00\u4e2a\u6570\u5b66\u52a9\u624b&#8221;\u6216&#8221;\u4f60\u662f\u4e00\u4e2a\u5e7d\u9ed8\u7684\u804a\u5929\u4f19\u4f34&#8221;<\/li>\n\n\n\n<li><strong>\u63d0\u4f9b\u9ed8\u8ba4\u503c<\/strong>\uff1a\u5982\u679c\u7528\u6237\u76f4\u63a5\u6309\u56de\u8f66\uff0c\u4f7f\u7528\u9ed8\u8ba4\u7684 System Role<\/li>\n<\/ol>\n\n\n\n<p>\u4f60\u53ef\u4ee5\u5c1d\u8bd5\u8f93\u5165\u4e0d\u540c\u7684 System Role\uff0c\u89c2\u5bdf AI \u7684\u56de\u7b54\u98ce\u683c\u5982\u4f55\u53d8\u5316\u2014\u2014\u8fd9\u6b63\u662f 2-2 \u8bfe\u7a0b\u4e2d&#8221;\u89d2\u8272\u5b9a\u4f4d&#8221;\u548c&#8221;\u98ce\u683c\u63a7\u5236&#8221;\u7684\u5b9e\u9645\u5e94\u7528\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u4e09user-role-\u7684\u5b9e\u65f6\u8f93\u5165--\u4ece\u4e32\u53e3\u8bfb\u53d6\u7528\u6237\u6d88\u606f\">\u4e09\u3001User Role \u7684\u5b9e\u65f6\u8f93\u5165 \u2014\u2014 \u4ece\u4e32\u53e3\u8bfb\u53d6\u7528\u6237\u6d88\u606f<\/h3>\n\n\n\n<p><strong>\u5bf9\u5e94\u8bfe\u7a0b\uff1a2-3\uff08User Role\uff09<\/strong><\/p>\n\n\n\n<p>\u5728 2-3 \u8bfe\u7a0b\u4e2d\uff0cUser Role \u7684\u5185\u5bb9\u4e5f\u662f\u786c\u7f16\u7801\u7684\u3002\u800c\u5728\u672c\u7a0b\u5e8f\u4e2d\uff0c\u7528\u6237\u901a\u8fc7\u4e32\u53e3\u76d1\u89c6\u5668<strong>\u5b9e\u65f6\u8f93\u5165<\/strong>\u6d88\u606f\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>void loop() {\n  \/\/ \u68c0\u67e5\u4e32\u53e3\u662f\u5426\u6709\u8f93\u5165\n  if (Serial.available() > 0) {\n    \/\/ \u8bfb\u53d6\u7528\u6237\u8f93\u5165\n    String userInput = readSerialInput();\n    userInput.trim(); \/\/ \u53bb\u9664\u9996\u5c3e\u7a7a\u767d\u5b57\u7b26\n\n    \/\/ \u68c0\u67e5\u7279\u6b8a\u547d\u4ee4\n    if (userInput.equalsIgnoreCase(\"reset\")) {\n      \/\/ \u6e05\u7a7a\u5bf9\u8bdd\u5386\u53f2\uff0c\u4fdd\u7559 system role\n      messageCount = 1; \/\/ \u53ea\u4fdd\u7559 system \u6d88\u606f\n      Serial.println(\"\\n&#91;\u7cfb\u7edf&#93; \u5bf9\u8bdd\u5386\u53f2\u5df2\u6e05\u7a7a\uff0c\u91cd\u65b0\u5f00\u59cb\u5bf9\u8bdd\\n\");\n      Serial.print(\"> \");\n      return;\n    }\n\n    if (userInput.equalsIgnoreCase(\"history\")) {\n      \/\/ \u663e\u793a\u5f53\u524d\u5bf9\u8bdd\u5386\u53f2\n      printChatHistory();\n      Serial.print(\"> \");\n      return;\n    }\n\n    \/\/ \u5ffd\u7565\u7a7a\u8f93\u5165\n    if (userInput.length() == 0) {\n      Serial.print(\"> \");\n      return;\n    }\n\n    \/\/ \u5c06\u7528\u6237\u6d88\u606f\u6dfb\u52a0\u5230\u5386\u53f2\u8bb0\u5f55\n    addMessage(\"user\", userInput);\n    \/\/ ... \u6784\u5efa\u8bf7\u6c42\u5e76\u53d1\u9001\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: #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\">  \/\/ \u68c0\u67e5\u4e32\u53e3\u662f\u5426\u6709\u8f93\u5165<\/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\">Serial<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">available<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/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\">    \/\/ \u8bfb\u53d6\u7528\u6237\u8f93\u5165<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    String userInput <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">readSerialInput<\/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\">userInput<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">trim<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\"> \/\/ \u53bb\u9664\u9996\u5c3e\u7a7a\u767d\u5b57\u7b26<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ \u68c0\u67e5\u7279\u6b8a\u547d\u4ee4<\/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\">userInput<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">equalsIgnoreCase<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">reset<\/span><span style=\"color: #ECEFF4\">&quot;<\/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\">      \/\/ \u6e05\u7a7a\u5bf9\u8bdd\u5386\u53f2\uff0c\u4fdd\u7559 system role<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      messageCount <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">1<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #616E88\"> \/\/ \u53ea\u4fdd\u7559 system \u6d88\u606f<\/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: #EBCB8B\">\\n<\/span><span style=\"color: #A3BE8C\">&#91;\u7cfb\u7edf&#93; \u5bf9\u8bdd\u5386\u53f2\u5df2\u6e05\u7a7a\uff0c\u91cd\u65b0\u5f00\u59cb\u5bf9\u8bdd<\/span><span style=\"color: #EBCB8B\">\\n<\/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\">&gt; <\/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\">return;<\/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: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9\">userInput<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">equalsIgnoreCase<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">history<\/span><span style=\"color: #ECEFF4\">&quot;<\/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\">      \/\/ \u663e\u793a\u5f53\u524d\u5bf9\u8bdd\u5386\u53f2<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #88C0D0\">printChatHistory<\/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\">&gt; <\/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\">return;<\/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: #616E88\">    \/\/ \u5ffd\u7565\u7a7a\u8f93\u5165<\/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\">userInput<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">length<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">==<\/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: #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\">&gt; <\/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\">return;<\/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: #616E88\">    \/\/ \u5c06\u7528\u6237\u6d88\u606f\u6dfb\u52a0\u5230\u5386\u53f2\u8bb0\u5f55<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #88C0D0\">addMessage<\/span><span style=\"color: #ECEFF4\">(<\/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\"> userInput<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">    \/\/ ... \u6784\u5efa\u8bf7\u6c42\u5e76\u53d1\u9001<\/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><\/code><\/pre><\/div>\n\n\n\n<p><strong>\u8fd9\u6bb5\u4ee3\u7801\u4f53\u73b0\u4e86 2-3 \u8bfe\u7a0b\u7684\u6838\u5fc3\u77e5\u8bc6\uff1a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>User Role \u627f\u8f7d\u7528\u6237\u7684\u5177\u4f53\u95ee\u9898<\/strong>\uff1a\u6bcf\u4e00\u6761\u7528\u6237\u8f93\u5165\u90fd\u88ab\u5c01\u88c5\u4e3a\u00a0<code>role: \"user\"<\/code>\u00a0\u7684\u6d88\u606f<\/li>\n\n\n\n<li><strong>User Role \u662f\u52a8\u6001\u53d8\u5316\u7684<\/strong>\uff1a\u6bcf\u6b21\u5bf9\u8bdd\u7684\u5185\u5bb9\u90fd\u4e0d\u540c<\/li>\n\n\n\n<li><strong>\u63d0\u793a\u8bcd\u8d28\u91cf\u5f71\u54cd\u56de\u7b54\u8d28\u91cf<\/strong>\uff1a\u4f60\u53ef\u4ee5\u5c1d\u8bd5\u7528 2-3 \u8bfe\u7a0b\u4e2d\u5b66\u5230\u7684\u63d0\u793a\u8bcd\u6280\u5de7\uff0c\u6bd4\u5982\u63d0\u4f9b\u80cc\u666f\u4fe1\u606f\u3001\u660e\u786e\u8f93\u51fa\u683c\u5f0f\u7b49\uff0c\u89c2\u5bdf AI \u56de\u7b54\u7684\u5dee\u5f02<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u56dbassistant-role-\u4e0e\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u7ba1\u7406--\u591a\u8f6e\u5bf9\u8bdd\u7684\u6838\u5fc3\">\u56db\u3001Assistant Role \u4e0e\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u7ba1\u7406 \u2014\u2014 \u591a\u8f6e\u5bf9\u8bdd\u7684\u6838\u5fc3<\/h3>\n\n\n\n<p><strong>\u5bf9\u5e94\u8bfe\u7a0b\uff1a2-4\uff08Assistant Role\uff09<\/strong><\/p>\n\n\n\n<p>\u8fd9\u662f\u672c\u7a0b\u5e8f\u6700\u6838\u5fc3\u7684\u90e8\u5206\uff0c\u4e5f\u662f 2-4 \u8bfe\u7a0b\u77e5\u8bc6\u7684\u76f4\u63a5\u5e94\u7528\u3002<\/p>\n\n\n\n<p><strong>4.1 \u5c06 AI \u56de\u590d\u6dfb\u52a0\u5230\u5bf9\u8bdd\u5386\u53f2<\/strong><\/p>\n\n\n\n<p>\u5f53 AI \u8fd4\u56de\u56de\u7b54\u540e\uff0c\u7a0b\u5e8f\u5c06\u5176\u63d0\u53d6\u5e76\u6dfb\u52a0\u5230\u5bf9\u8bdd\u5386\u53f2\u4e2d\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>String aiReply = extractAIResponse(response);\nif (aiReply.length() > 0) {\n  Serial.println(\"&#91;AI\u52a9\u624b&#93; \" + aiReply);\n  addMessage(\"assistant\", aiReply);\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: #D8DEE9FF\">String aiReply <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">extractAIResponse<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">response<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9\">aiReply<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">length<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/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: #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\">&#91;AI\u52a9\u624b&#93; <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">+<\/span><span style=\"color: #D8DEE9FF\"> aiReply<\/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\">addMessage<\/span><span style=\"color: #ECEFF4\">(<\/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\"> aiReply<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><strong>\u8fd9\u5c31\u662f Assistant Role \u7684\u672c\u8d28<\/strong>\u2014\u2014\u5c06 AI \u7684\u56de\u7b54\u8bb0\u5f55\u4e0b\u6765\uff0c\u4ee5\u4fbf\u5728\u4e0b\u4e00\u6b21\u8bf7\u6c42\u4e2d\u643a\u5e26\u3002<\/p>\n\n\n\n<p><strong>4.2 \u5bf9\u8bdd\u4e0a\u4e0b\u6587\u7684\u81ea\u52a8\u7ba1\u7406<\/strong><\/p>\n\n\n\n<p>\u5f53\u5bf9\u8bdd\u8d85\u8fc7 5 \u8f6e\u65f6\uff0c\u7a0b\u5e8f\u81ea\u52a8\u79fb\u9664\u6700\u65e7\u7684\u4e00\u5bf9 user-assistant \u6d88\u606f\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>void addMessage(const String&amp; role, const String&amp; content) {\n  if (messageCount >= MAX_CONTEXT_ROUNDS * 2 + 1) {\n    \/\/ \u79fb\u9664\u6700\u65e7\u7684\u4e00\u5bf9 user-assistant \u6d88\u606f\n    for (int i = 2; i &lt; messageCount; i++) {\n      chatHistory&#91;i - 1&#93; = chatHistory&#91;i&#93;;\n    }\n    messageCount--;\n    Serial.println(\"&#91;\u7cfb\u7edf&#93; \u5bf9\u8bdd\u5386\u53f2\u5df2\u8d85\u8fc75\u8f6e\uff0c\u81ea\u52a8\u6e05\u9664\u6700\u65e9\u7684\u4e00\u8f6e\");\n  }\n\n  chatHistory&#91;messageCount&#93;.role = role;\n  chatHistory&#91;messageCount&#93;.content = content;\n  messageCount++;\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: #81A1C1\">void<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">addMessage<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> String<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">role<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> String<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">content<\/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: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">messageCount <\/span><span style=\"color: #81A1C1\">&gt;=<\/span><span style=\"color: #D8DEE9FF\"> MAX_CONTEXT_ROUNDS <\/span><span style=\"color: #81A1C1\">*<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">2<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">+<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">1<\/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\">    \/\/ \u79fb\u9664\u6700\u65e7\u7684\u4e00\u5bf9 user-assistant \u6d88\u606f<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #81A1C1\">for<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">int<\/span><span style=\"color: #D8DEE9FF\"> i <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">2<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\"> i <\/span><span style=\"color: #81A1C1\">&lt;<\/span><span style=\"color: #D8DEE9FF\"> messageCount<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\"> i<\/span><span style=\"color: #81A1C1\">++<\/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: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">i <\/span><span style=\"color: #81A1C1\">-<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">1<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">i<\/span><span style=\"color: #ECEFF4\">&#93;<\/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\">    messageCount<\/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\">&#91;\u7cfb\u7edf&#93; \u5bf9\u8bdd\u5386\u53f2\u5df2\u8d85\u8fc75\u8f6e\uff0c\u81ea\u52a8\u6e05\u9664\u6700\u65e9\u7684\u4e00\u8f6e<\/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\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">messageCount<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">role<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> role<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">messageCount<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">content<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> content<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  messageCount<\/span><span style=\"color: #81A1C1\">++;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><strong>\u6ce8\u610f\u8fd9\u91cc\u7684\u5173\u952e\u7ec6\u8282\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u79fb\u9664\u65f6\u4ece\u7d22\u5f15 2 \u5f00\u59cb\uff08\u8df3\u8fc7\u7d22\u5f15 0 \u7684 system \u6d88\u606f\u548c\u7d22\u5f15 1 \u7684\u6700\u65e7 user \u6d88\u606f\uff09<\/li>\n\n\n\n<li>system \u6d88\u606f\u59cb\u7ec8\u4fdd\u7559\uff0c\u4e0d\u4f1a\u88ab\u6e05\u9664<\/li>\n\n\n\n<li>\u6bcf\u6b21\u79fb\u9664\u4e00\u5bf9\u6d88\u606f\uff08user + assistant\uff09\uff0c\u4fdd\u6301\u5bf9\u8bdd\u7684\u5b8c\u6574\u6027<\/li>\n<\/ul>\n\n\n\n<p><strong>4.3 \u5b8c\u6574\u7684\u8bf7\u6c42\u6784\u5efa\u8fc7\u7a0b<\/strong><\/p>\n\n\n\n<p>\u5f53\u7528\u6237\u53d1\u9001\u65b0\u6d88\u606f\u65f6\uff0c<code>buildRequestJson<\/code>&nbsp;\u51fd\u6570\u5c06\u6240\u6709\u5386\u53f2\u6d88\u606f\uff08\u5305\u62ec system\u3001user\u3001assistant\uff09\u6253\u5305\u6210\u8bf7\u6c42 JSON\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>void buildRequestJson(JsonDocument&amp; doc) {\n  \/\/ \u8bbe\u7f6e\u6a21\u578b\u540d\u79f0\n  doc&#91;\"model\"&#93; = ai_model;\n\n  \/\/ \u521b\u5efa messages \u6570\u7ec4\n  JsonArray messages = doc.createNestedArray(\"messages\");\n\n  \/\/ \u5c06\u6240\u6709\u5386\u53f2\u6d88\u606f\u6dfb\u52a0\u5230\u6570\u7ec4\n  for (int i = 0; i &lt; messageCount; i++) {\n    JsonObject msg = messages.createNestedObject();\n    msg&#91;\"role\"&#93; = chatHistory&#91;i&#93;.role;\n    msg&#91;\"content\"&#93; = chatHistory&#91;i&#93;.content;\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: #81A1C1\">void<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">buildRequestJson<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">JsonDocument<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">doc<\/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\">  \/\/ \u8bbe\u7f6e\u6a21\u578b\u540d\u79f0<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #D8DEE9\">doc<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">model<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> ai_model<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #616E88\">  \/\/ \u521b\u5efa messages \u6570\u7ec4<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  JsonArray messages <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">doc<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">createNestedArray<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">messages<\/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\">  \/\/ \u5c06\u6240\u6709\u5386\u53f2\u6d88\u606f\u6dfb\u52a0\u5230\u6570\u7ec4<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #81A1C1\">for<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">int<\/span><span style=\"color: #D8DEE9FF\"> i <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\"> i <\/span><span style=\"color: #81A1C1\">&lt;<\/span><span style=\"color: #D8DEE9FF\"> messageCount<\/span><span style=\"color: #81A1C1\">;<\/span><span style=\"color: #D8DEE9FF\"> i<\/span><span style=\"color: #81A1C1\">++<\/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\">    JsonObject msg <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">messages<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">createNestedObject<\/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\">msg<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">role<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">i<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">role<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    <\/span><span style=\"color: #D8DEE9\">msg<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #D8DEE9FF\">i<\/span><span style=\"color: #ECEFF4\">&#93;.<\/span><span style=\"color: #D8DEE9\">content<\/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><\/code><\/pre><\/div>\n\n\n\n<p>\u7ecf\u8fc7\u4e09\u8f6e\u5bf9\u8bdd\u540e\uff0c\u751f\u6210\u7684 messages \u6570\u7ec4\u7ed3\u6784\u5982\u4e0b\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>\"messages\": &#91;\n  { \"role\": \"system\",    \"content\": \"\u4f60\u662f\u4e00\u4e2a\u6570\u5b66\u52a9\u624b\" },\n  { \"role\": \"user\",      \"content\": \"\u5e2e\u6211\u8ba1\u7b972\u76842\u6b21\u65b9\" },\n  { \"role\": \"assistant\", \"content\": \"2\u76842\u6b21\u65b9\u7b49\u4e8e4\u3002\" },\n  { \"role\": \"user\",      \"content\": \"\u90a33\u5462\" },\n  { \"role\": \"assistant\", \"content\": \"3\u76842\u6b21\u65b9\u7b49\u4e8e9\u3002\" },\n  { \"role\": \"user\",      \"content\": \"\u90a35\u5462\" }\n&#93;<\/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: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">messages<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&#91;<\/span><\/span>\n<span class=\"line\"><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\">system<\/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\">\u4f60\u662f\u4e00\u4e2a\u6570\u5b66\u52a9\u624b<\/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: #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\">\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>\n<span class=\"line\"><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\">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>\n<span class=\"line\"><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\">\u90a33\u5462<\/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: #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\">3\u76842\u6b21\u65b9\u7b49\u4e8e9\u3002<\/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: #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\">\u90a35\u5462<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\"> }<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">&#93;<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><strong>\u8fd9\u6b63\u662f 2-4 \u8bfe\u7a0b\u4e2d\u8bb2\u89e3\u7684\u6d88\u606f\u987a\u5e8f\u89c4\u5219\u7684\u5b9e\u9645\u4f53\u73b0\uff1a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>system \u6d88\u606f\u59cb\u7ec8\u5728\u6700\u524d\u9762<\/li>\n\n\n\n<li>user \u548c assistant \u6d88\u606f\u4e25\u683c\u6309\u65f6\u95f4\u987a\u5e8f\u6392\u5217<\/li>\n\n\n\n<li>\u6bcf\u4e00\u8f6e\u5bf9\u8bdd\u5305\u542b\u4e00\u5bf9 user-assistant \u6d88\u606f<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u4e94\u4ece-ai-\u54cd\u5e94\u4e2d\u63d0\u53d6\u5185\u5bb9--\u89e3\u6790-json-\u54cd\u5e94\">\u4e94\u3001\u4ece AI \u54cd\u5e94\u4e2d\u63d0\u53d6\u5185\u5bb9 \u2014\u2014 \u89e3\u6790 JSON \u54cd\u5e94<\/h3>\n\n\n\n<p><strong>\u5bf9\u5e94\u8bfe\u7a0b\uff1a2-1\uff08API \u8bf7\u6c42\u57fa\u7840\uff09<\/strong><\/p>\n\n\n\n<p>\u5728 2-1 \u8bfe\u7a0b\u4e2d\uff0c\u6211\u4eec\u53ea\u662f\u7b80\u5355\u5730\u6253\u5370\u4e86\u6574\u4e2a\u54cd\u5e94\u5185\u5bb9\u3002\u800c\u5728\u672c\u7a0b\u5e8f\u4e2d\uff0c\u6211\u4eec\u9700\u8981\u4ece\u54cd\u5e94 JSON \u4e2d<strong>\u7cbe\u786e\u63d0\u53d6<\/strong>&nbsp;AI \u7684\u56de\u590d\u5185\u5bb9\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>String extractAIResponse(const String&amp; response) {\n  StaticJsonDocument&lt;JSON_CAPACITY> doc;\n  DeserializationError error = deserializeJson(doc, response);\n\n  if (error) {\n    Serial.print(\"&#91;\u9519\u8bef&#93; JSON \u89e3\u6790\u5931\u8d25: \");\n    Serial.println(error.c_str());\n    return \"\";\n  }\n\n  JsonArray choices = doc&#91;\"choices\"&#93;;\n  if (choices.isNull() || choices.size() == 0) {\n    Serial.println(\"&#91;\u9519\u8bef&#93; \u54cd\u5e94\u4e2d\u6ca1\u6709 choices \u6570\u636e\");\n    return \"\";\n  }\n\n  JsonObject message = choices&#91;0&#93;&#91;\"message\"&#93;;\n  if (message.isNull()) {\n    Serial.println(\"&#91;\u9519\u8bef&#93; \u54cd\u5e94\u4e2d\u6ca1\u6709 message \u6570\u636e\");\n    return \"\";\n  }\n\n  const char* content = message&#91;\"content\"&#93;;\n  if (content == nullptr) {\n    Serial.println(\"&#91;\u9519\u8bef&#93; \u54cd\u5e94\u4e2d\u6ca1\u6709 content \u6570\u636e\");\n    return \"\";\n  }\n\n  return String(content);\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: #D8DEE9FF\">String <\/span><span style=\"color: #88C0D0\">extractAIResponse<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> String<\/span><span style=\"color: #81A1C1\">&amp;<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">response<\/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\">  StaticJsonDocument<\/span><span style=\"color: #81A1C1\">&lt;<\/span><span style=\"color: #D8DEE9FF\">JSON_CAPACITY<\/span><span style=\"color: #81A1C1\">&gt;<\/span><span style=\"color: #D8DEE9FF\"> doc<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  DeserializationError error <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">deserializeJson<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">doc<\/span><span style=\"color: #ECEFF4\">,<\/span><span style=\"color: #D8DEE9FF\"> response<\/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: #81A1C1\">if<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">error<\/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: #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\">&#91;\u9519\u8bef&#93; JSON \u89e3\u6790\u5931\u8d25: <\/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\">error<\/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: #81A1C1\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;&quot;<\/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\">  JsonArray choices <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">doc<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">choices<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/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: #D8DEE9\">choices<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">isNull<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">||<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">choices<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">size<\/span><span style=\"color: #ECEFF4\">()<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">==<\/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: #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\">&#91;\u9519\u8bef&#93; \u54cd\u5e94\u4e2d\u6ca1\u6709 choices \u6570\u636e<\/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\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;&quot;<\/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\">  JsonObject message <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">choices<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #ECEFF4\">&#93;&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">message<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/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: #D8DEE9\">message<\/span><span style=\"color: #ECEFF4\">.<\/span><span style=\"color: #88C0D0\">isNull<\/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: #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\">&#91;\u9519\u8bef&#93; \u54cd\u5e94\u4e2d\u6ca1\u6709 message \u6570\u636e<\/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\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;&quot;<\/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: #81A1C1\">const<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">char*<\/span><span style=\"color: #D8DEE9FF\"> content <\/span><span style=\"color: #81A1C1\">=<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #D8DEE9\">message<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">content<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #ECEFF4\">&#93;<\/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\">content <\/span><span style=\"color: #81A1C1\">==<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #81A1C1\">nullptr<\/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: #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\">&#91;\u9519\u8bef&#93; \u54cd\u5e94\u4e2d\u6ca1\u6709 content \u6570\u636e<\/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\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #ECEFF4\">&quot;&quot;<\/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: #81A1C1\">return<\/span><span style=\"color: #D8DEE9FF\"> <\/span><span style=\"color: #88C0D0\">String<\/span><span style=\"color: #ECEFF4\">(<\/span><span style=\"color: #D8DEE9FF\">content<\/span><span style=\"color: #ECEFF4\">)<\/span><span style=\"color: #81A1C1\">;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p><strong>\u63d0\u53d6\u8def\u5f84\uff1a<\/strong>&nbsp;<code>choices[0].message.content<\/code><\/p>\n\n\n\n<p>AI \u5e73\u53f0\u7684\u54cd\u5e94 JSON \u7ed3\u6784\u5982\u4e0b\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>{\n  \"choices\": &#91;\n    {\n      \"message\": {\n        \"role\": \"assistant\",\n        \"content\": \"3\u76842\u6b21\u65b9\u7b49\u4e8e9\u3002\"\n      }\n    }\n  &#93;\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: #ECEFF4\">{<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">choices<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: <\/span><span style=\"color: #ECEFF4\">&#91;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    {<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      <\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #A3BE8C\">message<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><span style=\"color: #D8DEE9FF\">: {<\/span><\/span>\n<span class=\"line\"><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>\n<span class=\"line\"><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\">3\u76842\u6b21\u65b9\u7b49\u4e8e9\u3002<\/span><span style=\"color: #ECEFF4\">&quot;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">      }<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">    }<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">  <\/span><span style=\"color: #ECEFF4\">&#93;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #ECEFF4\">}<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p>\u7a0b\u5e8f\u6309\u7167\u8fd9\u4e2a\u8def\u5f84\u9010\u5c42\u89e3\u6790\uff0c\u5e76\u5728\u6bcf\u4e00\u5c42\u90fd\u8fdb\u884c\u9519\u8bef\u68c0\u67e5\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u516d\u5b8c\u6574\u7684\u8bf7\u6c42-\u54cd\u5e94\u6d41\u7a0b\">\u516d\u3001\u5b8c\u6574\u7684\u8bf7\u6c42-\u54cd\u5e94\u6d41\u7a0b<\/h3>\n\n\n\n<p>\u5c06\u4ee5\u4e0a\u6240\u6709\u77e5\u8bc6\u70b9\u4e32\u8054\u8d77\u6765\uff0c\u672c\u7a0b\u5e8f\u7684\u5b8c\u6574\u5de5\u4f5c\u6d41\u7a0b\u5982\u4e0b\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>\u7a0b\u5e8f\u542f\u52a8                                      \n1. \u8fde\u63a5 Wi-Fi                                                      \n2. \u914d\u7f6e HTTPS \u5ba2\u6237\u7aef                                               3. \u7528\u6237\u8f93\u5165 System Role \u2192 chatHistory&#91;0&#93;                           \n------------------------------\n\u4e3b\u5faa\u73af                                        \n\u7528\u6237\u8f93\u5165\u6d88\u606f \n                                                            \n1. \u8bfb\u53d6\u4e32\u53e3\u8f93\u5165                                                \n2. \u6dfb\u52a0 user \u6d88\u606f\u5230 chatHistory                               \n3. \u52a8\u6001\u6784\u5efa\u8bf7\u6c42 JSON\uff08\u5305\u542b\u6240\u6709\u5386\u53f2\u6d88\u606f\uff09                        \n4. \u6253\u5370\u8bf7\u6c42 JSON \u5230\u4e32\u53e3\u76d1\u89c6\u5668                                  \n5. \u53d1\u9001 HTTPS POST \u8bf7\u6c42\u5230 AI \u5e73\u53f0                             \n6. \u63a5\u6536\u54cd\u5e94\uff0c\u6253\u5370\u54cd\u5e94 JSON \u5230\u4e32\u53e3\u76d1\u89c6\u5668                        \n7. \u4ece\u54cd\u5e94\u4e2d\u63d0\u53d6 AI \u56de\u590d\u5185\u5bb9                                    \n8. \u6dfb\u52a0 assistant \u6d88\u606f\u5230 chatHistory                          \n9. \u7b49\u5f85\u7528\u6237\u4e0b\u4e00\u6b21\u8f93\u5165                                                                                                  \n------------------------------\n\u5982\u679c\u5bf9\u8bdd\u8d85\u8fc75\u8f6e\uff0c\u81ea\u52a8\u6e05\u9664\u6700\u65e9\u7684\u4e00\u8f6e\uff08\u4fdd\u7559 system \u6d88\u606f\uff09             <\/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\">\u7a0b\u5e8f\u542f\u52a8                                      <\/span><\/span>\n<span class=\"line\"><span style=\"color: #B48EAD\">1.<\/span><span style=\"color: #D8DEE9FF\"> \u8fde\u63a5 Wi<\/span><span style=\"color: #81A1C1\">-<\/span><span style=\"color: #D8DEE9FF\">Fi                                                      <\/span><\/span>\n<span class=\"line\"><span style=\"color: #B48EAD\">2.<\/span><span style=\"color: #D8DEE9FF\"> \u914d\u7f6e HTTPS \u5ba2\u6237\u7aef                                               <\/span><span style=\"color: #B48EAD\">3.<\/span><span style=\"color: #D8DEE9FF\"> \u7528\u6237\u8f93\u5165 System Role \u2192 <\/span><span style=\"color: #D8DEE9\">chatHistory<\/span><span style=\"color: #ECEFF4\">&#91;<\/span><span style=\"color: #B48EAD\">0<\/span><span style=\"color: #ECEFF4\">&#93;<\/span><span style=\"color: #D8DEE9FF\">                           <\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">------------------------------<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u4e3b\u5faa\u73af                                        <\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u7528\u6237\u8f93\u5165\u6d88\u606f <\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">                                                            <\/span><\/span>\n<span class=\"line\"><span style=\"color: #B48EAD\">1.<\/span><span style=\"color: #D8DEE9FF\"> \u8bfb\u53d6\u4e32\u53e3\u8f93\u5165                                                <\/span><\/span>\n<span class=\"line\"><span style=\"color: #B48EAD\">2.<\/span><span style=\"color: #D8DEE9FF\"> \u6dfb\u52a0 user \u6d88\u606f\u5230 chatHistory                               <\/span><\/span>\n<span class=\"line\"><span style=\"color: #B48EAD\">3.<\/span><span style=\"color: #D8DEE9FF\"> \u52a8\u6001\u6784\u5efa\u8bf7\u6c42 JSON\uff08\u5305\u542b\u6240\u6709\u5386\u53f2\u6d88\u606f\uff09                        <\/span><\/span>\n<span class=\"line\"><span style=\"color: #B48EAD\">4.<\/span><span style=\"color: #D8DEE9FF\"> \u6253\u5370\u8bf7\u6c42 JSON \u5230\u4e32\u53e3\u76d1\u89c6\u5668                                  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #B48EAD\">5.<\/span><span style=\"color: #D8DEE9FF\"> \u53d1\u9001 HTTPS POST \u8bf7\u6c42\u5230 AI \u5e73\u53f0                             <\/span><\/span>\n<span class=\"line\"><span style=\"color: #B48EAD\">6.<\/span><span style=\"color: #D8DEE9FF\"> \u63a5\u6536\u54cd\u5e94\uff0c\u6253\u5370\u54cd\u5e94 JSON \u5230\u4e32\u53e3\u76d1\u89c6\u5668                        <\/span><\/span>\n<span class=\"line\"><span style=\"color: #B48EAD\">7.<\/span><span style=\"color: #D8DEE9FF\"> \u4ece\u54cd\u5e94\u4e2d\u63d0\u53d6 AI \u56de\u590d\u5185\u5bb9                                    <\/span><\/span>\n<span class=\"line\"><span style=\"color: #B48EAD\">8.<\/span><span style=\"color: #D8DEE9FF\"> \u6dfb\u52a0 assistant \u6d88\u606f\u5230 chatHistory                          <\/span><\/span>\n<span class=\"line\"><span style=\"color: #B48EAD\">9.<\/span><span style=\"color: #D8DEE9FF\"> \u7b49\u5f85\u7528\u6237\u4e0b\u4e00\u6b21\u8f93\u5165                                                                                                  <\/span><\/span>\n<span class=\"line\"><span style=\"color: #81A1C1\">------------------------------<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D8DEE9FF\">\u5982\u679c\u5bf9\u8bdd\u8d85\u8fc75\u8f6e\uff0c\u81ea\u52a8\u6e05\u9664\u6700\u65e9\u7684\u4e00\u8f6e\uff08\u4fdd\u7559 system \u6d88\u606f\uff09             <\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u603b\u7ed3\">\u603b\u7ed3<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u56db\u8282\u8bfe\u7684\u77e5\u8bc6\u4f53\u7cfb\">\u56db\u8282\u8bfe\u7684\u77e5\u8bc6\u4f53\u7cfb<\/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\">\u8bfe\u7a0b<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u6838\u5fc3\u6982\u5ff5<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5173\u952e\u6280\u80fd<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5728\u7efc\u5408\u7a0b\u5e8f\u4e2d\u7684\u4f53\u73b0<\/th><\/tr><\/thead><tbody><tr><td>2-1 API \u8bf7\u6c42\u57fa\u7840<\/td><td>ESP32 \u4e0e AI \u5e73\u53f0\u7684\u901a\u4fe1\u6d41\u7a0b<\/td><td>HTTPS \u8bf7\u6c42\u3001JSON \u683c\u5f0f<\/td><td>\u52a8\u6001\u6784\u5efa\u8bf7\u6c42 JSON\u3001\u89e3\u6790\u54cd\u5e94 JSON<\/td><\/tr><tr><td>2-2 System Role<\/td><td>\u901a\u8fc7 system \u6d88\u606f\u63a7\u5236 AI \u884c\u4e3a<\/td><td>\u89d2\u8272\u5b9a\u4f4d\u3001\u683c\u5f0f\u7ea6\u675f\u3001\u98ce\u683c\u63a7\u5236<\/td><td>\u7528\u6237\u81ea\u5b9a\u4e49 System Role<\/td><\/tr><tr><td>2-3 User Role<\/td><td>\u7f16\u5199\u9ad8\u8d28\u91cf\u7684\u63d0\u793a\u8bcd<\/td><td>\u6e05\u6670\u5177\u4f53\u3001\u63d0\u4f9b\u80cc\u666f\u3001\u660e\u786e\u683c\u5f0f<\/td><td>\u7528\u6237\u5b9e\u65f6\u8f93\u5165\u6d88\u606f<\/td><\/tr><tr><td>2-4 Assistant Role<\/td><td>\u901a\u8fc7 assistant \u6d88\u606f\u5b9e\u73b0\u4e0a\u4e0b\u6587\u611f\u77e5<\/td><td>\u591a\u8f6e\u5bf9\u8bdd\u7684\u6d88\u606f\u6784\u5efa<\/td><td>\u81ea\u52a8\u7ba1\u7406\u5bf9\u8bdd\u5386\u53f2\u3001\u643a\u5e26 AI \u56de\u590d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u4e09\u79cd\u89d2\u8272\u7684\u534f\u540c\u5de5\u4f5c\">\u4e09\u79cd\u89d2\u8272\u7684\u534f\u540c\u5de5\u4f5c<\/h3>\n\n\n\n<pre class=\"wp-block-code\"><code>System Role    \u2192  \u5b9a\u4e49\"AI \u662f\u8c01\u3001\u600e\u4e48\u56de\u7b54\"\uff08\u59cb\u7ec8\u5728\u7b2c\u4e00\u6761\uff09\nUser Role      \u2192  \u8868\u8fbe\"\u7528\u6237\u60f3\u8981\u4ec0\u4e48\"\uff08\u6bcf\u8f6e\u65b0\u589e\uff09\nAssistant Role \u2192  \u8bb0\u5f55\"AI \u8bf4\u4e86\u4ec0\u4e48\"\uff08\u6bcf\u8f6e\u7d2f\u79ef\uff0c\u5b9e\u73b0\u4e0a\u4e0b\u6587\u7406\u89e3\uff09<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"\u4ece\u9759\u6001\u5230\u52a8\u6001\u7684\u8de8\u8d8a\">\u4ece\u9759\u6001\u5230\u52a8\u6001\u7684\u8de8\u8d8a<\/h3>\n\n\n\n<p>\u8fd9\u56db\u8282\u8bfe\u7684\u53e6\u4e00\u4e2a\u91cd\u8981\u7ebf\u7d22\u662f\uff1a\u4ece<strong>\u9759\u6001\u786c\u7f16\u7801<\/strong>\u5230<strong>\u52a8\u6001\u7a0b\u5e8f\u5316<\/strong>\u7684\u8de8\u8d8a\u3002<\/p>\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\">\u9636\u6bb5<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u8bf7\u6c42 JSON \u7684\u6784\u5efa\u65b9\u5f0f<\/th><th class=\"has-text-align-left\" data-align=\"left\">\u5bf9\u8bdd\u65b9\u5f0f<\/th><\/tr><\/thead><tbody><tr><td>2-1 ~ 2-3<\/td><td>\u539f\u59cb\u5b57\u7b26\u4e32\u786c\u7f16\u7801<\/td><td>\u56fa\u5b9a\u7684\u3001\u4e00\u6b21\u6027\u7684<\/td><\/tr><tr><td>2-4<\/td><td>\u786c\u7f16\u7801\u4f46\u5305\u542b\u591a\u8f6e\u5386\u53f2<\/td><td>\u6a21\u62df\u7684\u591a\u8f6e\u5bf9\u8bdd<\/td><\/tr><tr><td>2-5 \u7efc\u5408\u7ec3\u4e60<\/td><td>ArduinoJson \u52a8\u6001\u6784\u5efa<\/td><td>\u771f\u6b63\u7684\u4ea4\u4e92\u5f0f\u591a\u8f6e\u5bf9\u8bdd<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u8fd9\u79cd\u4ece\u9759\u6001\u5230\u52a8\u6001\u7684\u8de8\u8d8a\uff0c\u6b63\u662f\u4ece&#8221;\u7406\u89e3\u539f\u7406&#8221;\u5230&#8221;\u5b9e\u9645\u5e94\u7528&#8221;\u7684\u5173\u952e\u4e00\u6b65\u3002\u638c\u63e1\u4e86\u52a8\u6001\u6784\u5efa JSON \u548c\u7ba1\u7406\u5bf9\u8bdd\u4e0a\u4e0b\u6587\u7684\u80fd\u529b\uff0c\u4f60\u5c31\u53ef\u4ee5\u5f00\u53d1\u51fa\u5404\u79cd\u57fa\u4e8e AI \u7684\u4ea4\u4e92\u5f0f\u5e94\u7528\u4e86\u3002<\/p>\n\n\n\n<p><\/p>\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-640","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/ai.taichi-maker.com\/index.php\/wp-json\/wp\/v2\/pages\/640","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=640"}],"version-history":[{"count":22,"href":"http:\/\/ai.taichi-maker.com\/index.php\/wp-json\/wp\/v2\/pages\/640\/revisions"}],"predecessor-version":[{"id":662,"href":"http:\/\/ai.taichi-maker.com\/index.php\/wp-json\/wp\/v2\/pages\/640\/revisions\/662"}],"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=640"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}