{"id":685,"date":"2026-04-29T15:49:52","date_gmt":"2026-04-29T07:49:52","guid":{"rendered":"http:\/\/ai.taichi-maker.com\/?page_id=685"},"modified":"2026-05-11T14:47:31","modified_gmt":"2026-05-11T06:47:31","slug":"aid101-1-3-01-ai-model-tool-calls-basics","status":"publish","type":"page","link":"http:\/\/ai.taichi-maker.com\/index.php\/homepage\/ai-tutorial-index\/ai-maker-project-tutorial-index\/ai-basics\/aid101-1-3-01-ai-model-tool-calls-basics\/","title":{"rendered":"AI\u521b\u5ba2\u9879\u76ee\u5f00\u53d1\u6559\u7a0b \u2013 AID101-1-3-01 – AI\u5927\u6a21\u578b\u5de5\u5177\u8c03\u7528\u57fa\u7840"},"content":{"rendered":"\n

\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> \/ AID101-1-3-01 \u2013 AI\u5927\u6a21\u578b\u5de5\u5177\u8c03\u7528\u57fa\u7840<\/p>\n\n\n\n

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

\u672c\u8282\u5c06\u8be6\u7ec6\u8bb2\u89e3\u5982\u4f55\u901a\u8fc7 AI \u5927\u8bed\u8a00\u6a21\u578b\u7684 Tool Calls\uff08\u5de5\u5177\u8c03\u7528\uff09\u529f\u80fd\uff0c\u8ba9 ESP32 \u5f00\u53d1\u677f\u6839\u636e\u7528\u6237\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u63a7\u5236ESP32 S3\u5f00\u53d1\u677f\u7684\u677f\u8f7d LED \u3002\u901a\u8fc7\u672c\u8282\u8bfe\u7a0b\uff0c\u60a8\u5c06\u7406\u89e3 Tool Calls\uff08\u5de5\u5177\u8c03\u7528\uff09 \u7684\u6838\u5fc3\u6982\u5ff5\u3001\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4ee5\u53ca\u5982\u4f55\u5728 ESP32 \u4e0a\u5b9e\u73b0 AI \u9a71\u52a8\u7684\u786c\u4ef6\u63a7\u5236\u3002<\/p>\n\n\n\n

\n\n\n\n

Tool Calls\uff08\u5de5\u5177\u8c03\u7528\uff09\u8be6\u89e3<\/h2>\n\n\n\n

\u4ec0\u4e48\u662f Tool Calls\uff08\u5de5\u5177\u8c03\u7528\uff09\uff08\u5de5\u5177\u8c03\u7528\uff09\uff1f<\/strong><\/p>\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\u8ba9 AI \u4e0d\u4ec5\u80fd\u201c\u8bf4\u8bdd\u201d\uff0c\u4e3b\u52a8\u8c03\u7528\u9884\u5b9a\u4e49\u7684\u5de5\u5177\uff0c\u4e3a\u6211\u4eec\u201c\u529e\u4e8b\u201d<\/strong>\u3002\u5728\u7269\u8054\u7f51\uff08IoT\uff09\u573a\u666f\u4e2d\uff0cTool Calls\uff08\u5de5\u5177\u8c03\u7528\uff09 \u80fd\u8ba9 AI \u6a21\u578b\u7406\u89e3\u7528\u6237\u6307\u4ee4\uff08\u5982\u7528 ESP32 \u63a7\u5236 LED\u3001\u7ee7\u7535\u5668\u6216\u8bfb\u53d6\u4f20\u611f\u5668\u8bfb\u6570\u7b49\uff09\uff0c\u5e76\u751f\u6210\u7ed3\u6784\u5316\u7684\u63a7\u5236\u547d\u4ee4\uff0c\u7531 ESP32 \u6267\u884c\u64cd\u4f5c\uff0c\u5b9e\u73b0\u8bbe\u5907\u63a7\u5236\u76ee\u7684\u3002<\/p>\n\n\n\n

\u5728\u524d\u51e0\u7ae0\u7684\u8bfe\u7a0b\u4e2d\uff0c\u6211\u4eec\u5b66\u4e60\u4e86\u901a\u8fc7 System Role\u3001User Role \u548c Assistant Role \u4e0e AI \u8fdb\u884c\u6587\u672c\u5bf9\u8bdd\u3002\u4f46\u8fd9\u79cd\u65b9\u5f0f\u6709\u4e00\u4e2a\u660e\u663e\u7684\u5c40\u9650\uff1aAI \u53ea\u80fd”\u8bf4”\uff0c\u4e0d\u80fd”\u505a”\u3002\u6bd4\u5982\uff0c\u5f53\u7528\u6237\u8bf4”\u6253\u5f00LED”\u65f6\uff0cAI \u65e0\u6cd5\u771f\u6b63\u63a7\u5236 LED \u7684\u5f00\u5173\u3002Tool Calls\uff08\u5de5\u5177\u8c03\u7528\uff09 \u6b63\u662f\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u800c\u8bde\u751f\u7684\u3002<\/p>\n\n\n\n

\ud83d\udd01 Tool Calls\uff08\u5de5\u5177\u8c03\u7528\uff09\u6574\u4f53\u6d41\u7a0b\u6982\u89c8<\/strong><\/p>\n\n\n\n

\"AI_Tool_Calls_Flow_Chart\"<\/figure>\n\n\n\n

\u6ce8\u610f\uff1a\u5bf9\u4e8e\u672c\u7ae0\u6559\u7a0b\u6765\u8bf4\uff0c\u201c\u5de5\u5177\u8c03\u7528\u201d\u4e2d\u6240\u63d0\u5230\u7684\u201c\u5de5\u5177\u201d\u8fd9\u4e00\u6982\u5ff5\u6307\u7684\u662fESP32\u7a0b\u5e8f\u4e2d\u7684\u53ef\u4ee5\u6267\u884c\u4efb\u52a1\u7684\u51fd\u6570\u3002\u57fa\u4e8e\u8fd9\u4e2a\u539f\u56e0\uff0c\u5728\u540e\u7eed\u7684\u8bb2\u89e3\u4e2d\uff0c\u5982\u679c\u60a8\u5728\u770b\u5230\u5de5\u5177\u7684\u65f6\u5019\uff0c\u8bf7\u9a6c\u4e0a\u8054\u60f3\u5230\u67d0\u4e2aESP32\u7a0b\u5e8f\u4e2d\u7684\u51fd\u6570\u3002<\/strong><\/p>\n\n\n\n

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    \n
  1. \u8bf7\u6c42\u9636\u6bb5<\/strong>\uff1aESP32 \u5411 AI \u5e73\u53f0\u53d1\u9001\u5305\u542b\u201c\u7528\u6237\u6307\u4ee4 + \u53ef\u7528\u5de5\u5177\u5217\u8868\uff08\u53ef\u7528\u51fd\u6570\u5217\u8868\uff09\u201d\u7684\u8bf7\u6c42\u3002<\/li>\n\n\n\n
  2. \u5206\u6790\u54cd\u5e94\u9636\u6bb5<\/strong>\uff1aAI \u6536\u5230 ESP32 \u53d1\u6765\u7684\u8bf7\u6c42\u540e\uff0c\u5bf9\u8bf7\u6c42\u5185\u5bb9\u8fdb\u5206\u6790\u3002\u7136\u540eAI\u5c06\u5206\u6790\u7ed3\u679c\u8fd4\u56de ESP32\uff0c\u544a\u77e5ESP32\u201c\u8981\u8c03\u54ea\u4e2a\u51fd\u6570\u3001\u4f20\u4ec0\u4e48\u53c2\u6570\u201d<\/li>\n\n\n\n
  3. \u6267\u884c\u9636\u6bb5<\/strong>\uff1aESP32 \u6839\u636eAI\u7684\u6307\u4ee4\u6765\u8c03\u7528\u5de5\u5177\u51fd\u6570\u3002<\/li>\n<\/ol>\n\n\n\n

    \u6ce8\u610f\uff1a\u4ee5\u4e0a\u8fc7\u7a0b\u4e2d\uff0c\u5b9e\u9645\u6267\u884c\u51fd\u6570\u7684\u662fESP32\uff0c\u800c\u4e0d\u662fAI\u6a21\u578b\u3002AI\u6a21\u578b\u4ec5\u4ec5\u8d77\u5230\u5c06\u6211\u4eec\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff08\u6bd4\u5982\u201c\u6253\u5f00LED\u201d\uff09\u8f6c\u5316\u4e3a\u8981\u6c42ESP32\u6267\u884c\u54ea\u4e2a\u51fd\u6570\u7684\u6307\u4ee4\u3002\u800cAI\u6a21\u578b\uff0c\u5e76\u4e0d\u5b9e\u9645\u53c2\u4e0e\u5b9e\u9645\u7684\u51fd\u6570\u6267\u884c\u3002\u8fd9\u4e00\u70b9\u975e\u5e38\u5173\u952e\uff0c\u9700\u8981\u7262\u7262\u8bb0\u4f4f\uff0c\u5426\u5219\u540e\u7eed\u5b66\u4e60\u4f1a\u4ea7\u751f\u56f0\u6270\u3002<\/strong><\/p>\n\n\n\n

    \n\n\n\n

    \u7b2c\u4e00\u9636\u6bb5\uff1aESP32 \u5982\u4f55\u6784\u5efa\u4e00\u4e2a\u5de5\u5177\u8c03\u7528\u8bf7\u6c42\uff1f<\/h2>\n\n\n\n

    ESP32 \u672c\u8eab\u4e0d\u80fd\u76f4\u63a5\u201c\u7406\u89e3\u201d\u6211\u4eec\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff0c\u4f46ESP32\u53ef\u4ee5\u628a\u6211\u4eec\u7684\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\uff0c\u4ee5\u53ca\u5176\u5b83\u91cd\u8981\u4fe1\u606f\u7ec4\u88c5\u6210\u4e00\u4e2a\u6807\u51c6 JSON \u8bf7\u6c42\u5305<\/strong>\uff0c\u5e76\u4e14\u5c06\u8fd9\u4e2aJSON\u8bf7\u6c42\u4fe1\u606f\u53d1\u9001\u7ed9\u7c7b\u4f3c\u963f\u91cc\u4e91\u767e\u70bc\u3001OpenAI \u6216\u5176\u4ed6\u652f\u6301 Tool Calls\uff08\u5de5\u5177\u8c03\u7528\uff09 \u7684 AI \u5e73\u53f0\u3002<\/p>\n\n\n\n

    \u6ce8\u610f\uff1a\u5e76\u4e0d\u662f\u6240\u4ee5\u7684AI\u6a21\u578b\u90fd\u652f\u6301\u201c\u5de5\u5177\u8c03\u7528\u201d<\/strong>\u8c03\u7528\u529f\u80fd\uff0c\u60a8\u5728\u9009\u62e9\u7528\u4ec0\u4e48\u6a21\u578b\u6765\u5904\u7406\u5de5\u5177\u8c03\u7528\u8bf7\u6c42\u7684\u65f6\u5019\uff0c\u4e00\u5b9a\u8981\u786e\u5b9a\u8be5\u6a21\u578b\u5177\u5907\u201c\u5de5\u5177\u8c03\u7528\u201d\u5904\u7406\u80fd\u529b\uff0c\u518d\u4f7f\u7528\u5b83\u5904\u7406\u5de5\u5177\u8c03\u7528\u8bf7\u6c42\u3002<\/strong><\/p>\n\n\n\n

    \ud83d\udce6 \u6807\u51c6 \u5de5\u5177\u8c03\u7528 JSON \u8bf7\u6c42\u5305\u542b 4 \u4e2a\u5173\u952e\u90e8\u5206\uff1a<\/p>\n\n\n\n

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    1.\u00a0\u6307\u5b9a\u6a21\u578b<\/strong><\/p>\n\n\n\n