{"id":857,"date":"2026-06-18T04:36:33","date_gmt":"2026-06-17T20:36:33","guid":{"rendered":"http:\/\/ai.taichi-maker.com\/?page_id=857"},"modified":"2026-06-28T22:34:19","modified_gmt":"2026-06-28T14:34:19","slug":"aid101-1-3-06-ai-led-controlled-by-human-natural-language-commands","status":"publish","type":"page","link":"http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/ai-maker-project-tutorial-index\/ai-basics\/aid101-1-3-06-ai-led-controlled-by-human-natural-language-commands\/","title":{"rendered":"AID101-1-3-06 \u2013 \u5e94\u7528\u5f00\u53d1\u5b9e\u4f8b: \u53ef\u7528\u81ea\u7136\u8bed\u8a00\u63a7\u5236\u7684\u4eba\u5de5\u667a\u80fdLED"},"content":{"rendered":"\n
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\u5bfc\u822a\u680f\uff1a\u9996\u9875<\/a> \/ AI\u6559\u7a0b\u76ee\u5f55<\/a> \/ AI\u521b\u5ba2\u9879\u76ee\u5f00\u53d1\u6559\u7a0b\u76ee\u5f55<\/a> \/ \u7b2c1\u7bc7 \u57fa\u7840\u77e5\u8bc6\u7bc7<\/a> \/ AID101-1-3-06 \u2013 \u5e94\u7528\u5f00\u53d1\u5b9e\u4f8b: \u53ef\u7528\u81ea\u7136\u8bed\u8a00\u63a7\u5236\u7684\u4eba\u5de5\u667a\u80fdLED<\/p>\n\n\n\n

\u672c\u8282\u5185\u5bb9\u7b80\u4ecb<\/h2>\n\n\n\n

\u606d\u559c\u60a8\u5b8c\u6210\u4e86\u672c\u7ae0\u7684\u5b66\u4e60\u5185\u5bb9\uff01\u5728\u524d\u4e94\u8282\u8bfe\u7a0b\u4e2d\uff0c\u6211\u4eec\u4eceTool Calls\u7684\u57fa\u7840\u6982\u5ff5\u51fa\u53d1\uff0c\u9010\u6b65\u638c\u63e1\u4e86\u5355\u5de5\u5177\u8c03\u7528\u3001\u591a\u5de5\u5177\u5b9a\u4e49\u3001Follow-up\u673a\u5236\u4ee5\u53ca\u5e76\u884c\u591a\u5de5\u5177\u8c03\u7528\u7b49\u6838\u5fc3\u6280\u672f\u3002\u672c\u8282\u5c06\u5bf9\u672c\u7ae0\u6240\u5b66\u77e5\u8bc6\u8fdb\u884c\u7cfb\u7edf\u603b\u7ed3\uff0c\u5e76\u901a\u8fc7\u4e00\u4e2a\u7efc\u5408\u6027\u7684\u5b9e\u8df5\u9879\u76ee\u2014\u2014\u53ef\u7528\u81ea\u7136\u8bed\u8a00\u63a7\u5236\u7684\u4eba\u5de5\u667a\u80fdLED\u7cfb\u7edf<\/strong>\uff0c\u5e2e\u52a9\u60a8\u5c06\u5de9\u56fa\u6240\u5b66\u77e5\u8bc6\u3002<\/p>\n\n\n\n

\u4e00\u3001\u672c\u7ae0\u77e5\u8bc6\u91cd\u70b9\u56de\u987e<\/h2>\n\n\n\n

1.1 Tool Calls\u6838\u5fc3\u6982\u5ff5<\/strong><\/h3>\n\n\n\n

Tool Calls\uff08\u5de5\u5177\u8c03\u7528\uff09\u662f\u73b0\u4ee3\u5927\u8bed\u8a00\u6a21\u578b\u7684\u4e00\u9879\u91cd\u8981\u529f\u80fd\uff0c\u5b83\u8ba9AI\u4e0d\u4ec5\u80fd”\u8bf4\u8bdd”\uff0c\u8fd8\u80fd\u4e3b\u52a8\u8c03\u7528\u9884\u5b9a\u4e49\u7684\u5de5\u5177\u4e3a\u6211\u4eec”\u529e\u4e8b”\u3002\u5728\u7269\u8054\u7f51\u573a\u666f\u4e2d\uff0cTool Calls\u8ba9AI\u6a21\u578b\u80fd\u591f\u7406\u89e3\u7528\u6237\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff0c\u5e76\u751f\u6210\u7ed3\u6784\u5316\u7684\u63a7\u5236\u547d\u4ee4\uff0c\u7531ESP32\u6267\u884c\u5b9e\u9645\u7684\u786c\u4ef6\u64cd\u4f5c\u3002<\/p>\n\n\n\n

\u6838\u5fc3\u6d41\u7a0b<\/strong>\uff1a<\/p>\n\n\n\n

\"AI_API_Tool_Calls_WorkFlow_Chart\"<\/figure>\n\n\n\n

\u5173\u952e\u7406\u89e3\uff1a\u5b9e\u9645\u6267\u884c\u51fd\u6570\u7684\u662fESP32\uff0c\u800c\u4e0d\u662fAI\u6a21\u578b\u3002AI\u6a21\u578b\u4ec5\u4ec5\u8d77\u5230\u5c06\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u51fd\u6570\u8c03\u7528\u6307\u4ee4\u7684\u4f5c\u7528\u3002<\/strong><\/p>\n\n\n\n

1.2 \u5de5\u5177\u5b9a\u4e49\u7684JSON Schema<\/strong><\/h3>\n\n\n\n

\u5de5\u5177\u5b9a\u4e49\u4f7f\u7528JSON Schema\u683c\u5f0f\uff0c\u6838\u5fc3\u5b57\u6bb5\u5305\u62ec\uff1a<\/p>\n\n\n\n

\u5b57\u6bb5<\/th>\u4f5c\u7528<\/th><\/tr><\/thead>
name<\/code><\/td>\u51fd\u6570\u7684\u552f\u4e00\u6807\u8bc6\u540d<\/td><\/tr>
description<\/code><\/td>\u529f\u80fd\u63cf\u8ff0\uff0c\u5e2e\u52a9AI\u7406\u89e3\u5de5\u5177\u7528\u9014<\/td><\/tr>
parameters<\/code><\/td>\u53c2\u6570\u89c4\u8303\uff0c\u5b9a\u4e49\u51fd\u6570\u63a5\u53d7\u54ea\u4e9b\u53c2\u6570<\/td><\/tr>
type<\/code><\/td>\u53c2\u6570\u7c7b\u578b\uff08string\/integer\/number\/boolean\u7b49\uff09<\/td><\/tr>
enum<\/code><\/td>\u679a\u4e3e\u503c\u9650\u5236\uff0c\u9650\u5b9a\u53c2\u6570\u53ea\u80fd\u53d6\u7279\u5b9a\u503c<\/td><\/tr>
minimum<\/code>\/maximum<\/code><\/td>\u6570\u503c\u8303\u56f4\u7ea6\u675f<\/td><\/tr>
required<\/code><\/td>\u5fc5\u586b\u53c2\u6570\u5217\u8868<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

1.3 \u4ece\u5355\u5de5\u5177\u5230\u591a\u5de5\u5177\u7684\u6f14\u8fdb<\/strong><\/h3>\n\n\n\n

\u672c\u7ae0\u5c55\u793a\u4e86\u5de5\u5177\u8c03\u7528\u7684\u9010\u6b65\u6f14\u8fdb\u8fc7\u7a0b\uff1a<\/p>\n\n\n\n

\u8bfe\u7a0b<\/th>\u6838\u5fc3\u5185\u5bb9<\/th>\u6280\u672f\u8981\u70b9<\/th><\/tr><\/thead>
3-01<\/td>Tool Calls\u57fa\u7840<\/td>\u7406\u89e3\u5de5\u5177\u8c03\u7528\u7684\u6982\u5ff5\u3001JSON\u8bf7\u6c42\u7ed3\u6784\u3001AI\u54cd\u5e94\u683c\u5f0f<\/td><\/tr>
3-02<\/td>\u5355\u5de5\u5177\u5b9a\u4e49\u5b9e\u4f8b<\/td>\u5b9a\u4e49controlLEDOnOFF<\/code>\u5de5\u5177\uff0c\u5b9e\u73b0LED\u5f00\u5173\u63a7\u5236<\/td><\/tr>
3-03<\/td>\u591a\u5de5\u5177\u5b9a\u4e49\u5b9e\u4f8b<\/td>\u540c\u65f6\u5b9a\u4e49\u5f00\u5173\u548c\u4eae\u5ea6\u4e24\u4e2a\u5de5\u5177\uff0cAI\u81ea\u52a8\u9009\u62e9\u6700\u5408\u9002\u7684\u5de5\u5177<\/td><\/tr>
3-04<\/td>\u540e\u7eed\u5de5\u5177\u8c03\u7528\u5b9e\u4f8b<\/td>\u6267\u884c\u5b8c\u5de5\u5177\u540e\uff0c\u5c06\u7ed3\u679c\u53d1\u56deAI\u83b7\u53d6\u81ea\u7136\u8bed\u8a00\u53cd\u9988<\/td><\/tr>
3-05<\/td>\u5e76\u884c\u591a\u5de5\u5177\u8c03\u7528<\/td>\u5904\u7406AI\u4e00\u6b21\u8fd4\u56de\u7684\u591a\u4e2aTool Calls\uff0c\u6309\u4f18\u5148\u7ea7\u6267\u884c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

1.4 Follow-up\u673a\u5236\u7684\u6838\u5fc3\u8981\u70b9<\/strong><\/h3>\n\n\n\n

Follow-up\u673a\u5236\u8ba9AI”\u65e2\u4f1a\u505a\u4e8b\uff0c\u4e5f\u4f1a\u8bf4\u8bdd”\uff0c\u5176\u6838\u5fc3\u5728\u4e8e\u6784\u9020\u5b8c\u6574\u7684\u5bf9\u8bdd\u5386\u53f2\uff1a<\/p>\n\n\n\n

    \n
  1. \u7b2c\u4e00\u6b21\u8bf7\u6c42<\/strong>\uff1a\u53d1\u9001\u7528\u6237\u6307\u4ee4 + \u53ef\u7528\u5de5\u5177\u5217\u8868<\/li>\n\n\n\n
  2. \u6267\u884cTool Calls<\/strong>\uff1a\u89e3\u6790AI\u7684\u5de5\u5177\u8c03\u7528\u6307\u4ee4\uff0c\u6267\u884c\u786c\u4ef6\u64cd\u4f5c<\/li>\n\n\n\n
  3. \u7b2c\u4e8c\u6b21\u8bf7\u6c42<\/strong>\uff1a\u5c06\u5b8c\u6574\u7684\u5bf9\u8bdd\u5386\u53f2\uff08\u5305\u62ecassistant<\/code>\u7684tool_calls<\/code>\u548ctool<\/code>\u7684\u6267\u884c\u7ed3\u679c\uff09\u518d\u6b21\u53d1\u9001\u7ed9AI<\/li>\n\n\n\n
  4. \u83b7\u53d6\u81ea\u7136\u8bed\u8a00\u53cd\u9988<\/strong>\uff1aAI\u6839\u636e\u6267\u884c\u7ed3\u679c\u751f\u6210\u53cb\u597d\u7684\u4eba\u8bdd\u56de\u590d<\/li>\n<\/ol>\n\n\n\n

    \u7b2c\u4e8c\u6b21\u8bf7\u6c42\u7684\u5173\u952e\u7ed3\u6784<\/strong>\uff1a<\/p>\n\n\n\n