{"id":18917,"date":"2026-01-02T13:13:20","date_gmt":"2026-01-02T13:13:20","guid":{"rendered":"https:\/\/lexgoacademy.com\/?p=18917"},"modified":"2026-01-02T17:04:30","modified_gmt":"2026-01-02T17:04:30","slug":"%e4%bb%a3%e7%90%86%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bdagentic-ai%e7%9a%84%e8%ae%8a%e9%9d%a9%ef%bc%9a%e9%87%8d%e6%96%b0%e5%ae%9a%e7%be%a9%e4%ba%ba%e6%a9%9f%e4%ba%92%e5%8b%95%e7%9a%84","status":"publish","type":"post","link":"https:\/\/lexgoacademy.com\/zh\/%e4%bb%a3%e7%90%86%e5%bc%8f%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bdagentic-ai%e7%9a%84%e8%ae%8a%e9%9d%a9%ef%bc%9a%e9%87%8d%e6%96%b0%e5%ae%9a%e7%be%a9%e4%ba%ba%e6%a9%9f%e4%ba%92%e5%8b%95%e7%9a%84\/","title":{"rendered":"\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd(Agentic AI)\u7684\u8b8a\u9769\uff1a\u91cd\u65b0\u5b9a\u7fa9\u4eba\u6a5f\u4e92\u52d5\u7684\u672a\u4f86"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"18917\" class=\"elementor elementor-18917\">\n\t\t\t\t<div class=\"elementor-element elementor-element-312584d e-flex e-con-boxed e-con e-parent\" data-id=\"312584d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ebe1b07 elementor-widget elementor-widget-text-editor\" data-id=\"ebe1b07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">\u96a8\u8457\u4eba\u5de5\u667a\u80fd(AI)\u7684\u5feb\u901f\u767c\u5c55\uff0c\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd(Agentic AI)\u6210\u70ba\u4e86\u7576\u524d\u6280\u8853\u9818\u57df\u7684\u4e00\u5927\u71b1\u9ede\u3002\u9019\u7a2e\u985e\u578b\u7684AI\u4e0d\u50c5\u50c5\u662f\u56de\u7b54\u55ae\u4e00\u554f\u984c\uff0c\u800c\u662f\u80fd\u5920\u4e3b\u52d5\u5730\u5e6b\u52a9\u7528\u6236\u5206\u89e3\u554f\u984c\u3001\u57f7\u884c\u4efb\u52d9\uff0c\u4e26\u5728\u591a\u8f2a\u4e92\u52d5\u4e2d\u63d0\u4f9b\u66f4\u9ad8\u6548\u3001\u66f4\u500b\u6027\u5316\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u672c\u6587\u5c07\u5f9e\u6982\u5ff5\u3001\u6280\u8853\u6838\u5fc3\u5230\u65e5\u5e38\u61c9\u7528\uff0c\u89e3\u6790\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd\u5e36\u4f86\u7684\u8b8a\u9769\u3002<\/p><h4 class=\"p1\"><strong>\u4ec0\u9ebc\u662f\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd(Agentic AI)\uff1f<\/strong><\/h4><p class=\"p1\">\u8457\u540dAI\u5c08\u5bb6\u5433\u6069\u9054(Andrew Ng)\u63d0\u51fa\u4e86\u4eba\u5de5\u667a\u80fd\u9818\u57df\u7684\u4e00\u500b\u65b0\u8da8\u52e2\u00a0\u2013\u00a0\u4ee3\u7406\u5de5\u4f5c\u6d41\u7a0b(Agentic Workflow)\u548c\u4eba\u5de5\u667a\u80fd\u4ee3\u7406(AI Agents)\u3002<\/p><p class=\"p1\">\u4ee3\u7406\u5de5\u4f5c\u6d41\u7a0b\u662f\u4e00\u7a2e\u5275\u65b0\u7684\u8207\u5927\u578b\u8a9e\u8a00\u6a21\u578b(LLMs)\u7684\u4e92\u52d5\uff0c\u4ee5\u5b8c\u6210\u8907\u96dc\u4efb\u52d9\u4e26\u7522\u751f\u6bd4\u50b3\u7d71\u65b9\u6cd5\u6e96\u78ba\u5f97\u591a\u7684\u8f38\u51fa\u3002\u8207\u96f6\u6a23\u672c(Zero-shot)\u6216\u5c11\u91cf\u793a\u4f8b(Few-shot)\u65b9\u6cd5\u4e0d\u540c\uff0c\u4ee3\u7406\u5de5\u4f5c\u6d41\u7a0b\u63a1\u7528\u66f4\u8fed\u4ee3(Iterative)\u548c\u591a\u6b65\u9a5f(Multi-step)\u7684\u65b9\u6cd5\uff0c\u5c07\u4e00\u500b\u8907\u96dc\u4efb\u52d9\u5206\u89e3\u70ba\u5e7e\u500b\u5c0f\u6b65\u9a5f\u3002\u9019\u500b\u6b65\u9a5f\u53ef\u4ee5\u4ee4LLM\u6a21\u578b\u80fd\u5920\u5728\u6bcf\u4e00\u6b65\u90fd\u80fd\u7406\u89e3\u4f60\u7684\u53cd\u994b\uff0c\u4e26\u9032\u884c\u81ea\u6211\u53cd\u601d\uff0c\u751a\u81f3\u4e4e\u8207\u591a\u500b\u4ee3\u7406\u5354\u4f5c\u57f7\u884c\u4efb\u52d9\u3002<\/p><p class=\"p1\">\u4ee3\u7406\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u4f7f\u7528\u76844\u7a2e\u5e38\u898b\u7684\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u8a2d\u8a08\u6a21\u5f0f\uff1a\u53cd\u601d(Reflection)\uff0c\u5de5\u5177\u4f7f\u7528(Tool use)\uff0c\u89c4\u5212(Planning)\u548c\u591a\u667a\u80fd\u4f53\u534f\u4f5c(Multi-agent collaboration)\uff0c\u9019\u7a2e\u6a21\u5f0f\u7684\u7279\u9ede\u662f\u4eba\u5de5\u667a\u80fd\u7cfb\u7d71\u901a\u904e\u81ea\u6211\u53cd\u994b\u548c\u8fed\u4ee3\u6539\u9032\u4f86\u589e\u5f37\u5176\u80fd\u529b\u3002\u901a\u904e\u53cd\u601d\u548c\u5206\u6790\u5176\u521d\u59cb\u8f38\u51fa\uff0c\u4eba\u5de5\u667a\u80fd\u7cfb\u7d71\u53ef\u4ee5\u63d0\u9ad8\u5176\u7d50\u679c\u7684\u8cea\u91cf\u548c\u6e96\u78ba\u6027\u3002<\/p><h4 class=\"p3\"><b>\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u7684\u4e3b\u8981\u7279\u9ede<\/b><b><\/b><\/h4><ol class=\"ol1\"><li class=\"li1\"><b>\u81ea\u4e3b\u6c7a\u7b56<\/b>\uff1a\u9019\u4e9b\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u5206\u6790\u5be6\u6642\u6578\u64da\uff0c\u4e26\u6839\u64da\u9810\u5b9a\u76ee\u6a19\u57f7\u884c\u6c7a\u7b56\u3002<\/li><li class=\"li1\"><b>\u9069\u61c9\u6027<\/b>\uff1a\u5b83\u5011\u6839\u64da\u8b8a\u5316\u7684\u60c5\u6cc1\u9032\u884c\u6f14\u8b8a\uff0c\u5f9e\u74b0\u5883\u4e2d\u5b78\u7fd2\uff0c\u800c\u7121\u9700\u6301\u7e8c\u7684\u4eba\u985e\u5e72\u9810\u3002<\/li><li class=\"li1\"><b>\u81ea\u6211\u6539\u9032<\/b>\uff1a\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\u4e0d\u65b7\u63d0\u9ad8\u5176\u6027\u80fd\uff0c\u5f9e\u904e\u53bb\u7684\u7d93\u9a57\u4e2d\u5b78\u7fd2\u3002<\/li><\/ol><p class=\"p1\">\u8207\u50b3\u7d71LLM\u300c\u4e00\u554f\u4e00\u7b54\u300d\u4ea4\u4e92\u65b9\u5f0f\u4e0d\u540c\uff0c\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd\u6703\u8207\u7528\u6236\u9032\u884c\u4e00\u5834\u52d5\u614b\u5c0d\u8a71\uff0c\u4e0d\u50c5\u50c5\u662f\u57f7\u884c\u55ae\u4e00\u7684\u4efb\u52d9\u6216\u56de\u7b54\u55ae\u4e00\u7684\u554f\u984c\uff0c\u800c\u662f\u50cf\u4e00\u500b\u300c\u4ee3\u7406\u4eba\u300d\u4e00\u6a23\uff0c\u4e3b\u52d5\u5e6b\u52a9\u7528\u6236\u5206\u89e3\u7591\u554f\u70ba\u591a\u500b\u5b50\u554f\u984c\uff0c\u751a\u81f3\u662f\u5143\u554f\u984c(meta-problems)\uff0c\u7136\u5f8c\u901a\u904e\u7814\u7a76\u3001\u5206\u6790\u627e\u5230\u89e3\u6c7a\u65b9\u6848\uff0c\u4e26\u4ee5\u7e3d\u7d50\u6027\u7d50\u679c\u8fd4\u56de\u7d66\u7528\u6236\u3002\u4f8b\u5982\uff0c\u7576\u7528\u6236\u8a62\u554f\u300c\u6211\u60f3\u53bb\u5df4\u9ece\u65c5\u904a\uff0c\u600e\u9ebc\u5b89\u6392\uff1f\u300d\u6642\uff0c\u4ee3\u7406\u5f0fAI\u4e0d\u6703\u53ea\u7d66\u51fa\u4e00\u500b\u56de\u8986\uff0c\u800c\u662f\u9032\u4e00\u6b65\u8a62\u554f\u7528\u6236\u7684\u504f\u597d\uff0c\u6bd4\u5982\u300c\u4f60\u60f3\u4ec0\u9ebc\u6642\u5019\u53bb\u5df4\u9ece\uff1f\u300d\u300c\u65c5\u904a\u5e7e\u591a\u65e5\uff1f\u300d\u300c\u9810\u7b97\u7bc4\u570d\u662f\u591a\u5c11\uff1f\u300d\u6700\u7d42\u901a\u904e\u591a\u5c64\u6b21\u7684\u4ea4\u6d41\uff0c\u7d66\u51fa\u4e00\u500b\u9ad8\u5ea6\u500b\u6027\u5316\u7684\u5efa\u8b70\u3002<\/p><h4 class=\"p3\"><b>\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd\u5e38\u7528\u7684\u5de5\u4f5c\u6d41<\/b><b><\/b><\/h4><ol class=\"ol1\"><li class=\"li1\"><b>\u56fa\u5b9a\u7684LLM\u6d41\u7a0b<\/b><b><\/b><\/li><\/ol><p class=\"p1\">RAG (Retrieval-Augmented Generation)\uff0c\u4e2d\u8b6f\u70ba<b>\u6aa2\u7d22\u589e\u5f37\u751f\u6210<\/b>\uff0c\u662f\u4e00\u7a2e\u5c07\u751f\u6210\u5f0fAI\u8207\u6aa2\u7d22\u6280\u8853\u7d50\u5408\u7684\u65b9\u6cd5\u3002Agentic AI\u80fd\u5920\u5f9e\u5167\u90e8\u6578\u64da\u5eab\u4e2d\u6aa2\u7d22\u76f8\u95dc\u4fe1\u606f\uff0c\u4e26\u7d50\u5408\u8a9e\u8a00\u6a21\u578b\u751f\u6210\u7cbe\u78ba\u7684\u7b54\u6848\u3002\u9019\u7a2e\u65b9\u6cd5\u4e0d\u50c5\u63d0\u9ad8\u4e86\u751f\u6210\u5167\u5bb9\u7684\u53ef\u9760\u6027\uff0c\u9084\u80fd\u5728\u7279\u5b9a\u9818\u57df(\u5982\u6cd5\u5f8b\u3001\u91ab\u5b78\u7b49)\u63d0\u4f9b\u5c08\u696d\u7d1a\u7684\u89e3\u6c7a\u65b9\u6848\u3002<\/p><p><b>2. LLM \u4ee3\u7406<br \/><\/b>\u50b3\u7d71\u7684\u5927\u898f\u6a21\u8a9e\u8a00\u6a21\u578b(LLM)\u901a\u5e38\u9075\u5faa\u56fa\u5b9a\u7684\u6d41\u7a0b\u4f86\u56de\u7b54\u554f\u984c\uff0c\u4f46Agentic AI\u5247\u66f4\u52a0\u9748\u6d3b\uff0c\u6703\u9032\u884c\u81ea\u4e3b\u8fed\u4ee3\uff0c\u63d0\u4f9b\u7d9c\u5408\u8cbc\u5207\u7684\u89e3\u6c7a\u65b9\u6848\u3002<\/p><p class=\"p1\">\u4e0d\u540c\u7684AI\u5e73\u53f0\u6703\u6839\u64da\u9700\u6c42\u8a2d\u8a08\u4e0d\u540c\u7684\u4ee3\u7406\u5f0f\u5de5\u4f5c\u6d41\u6f14\u7e79\u65b9\u5f0f\uff0c\u6c92\u6709\u7d55\u5c0d\u7684\u300c\u6b63\u78ba\u6d41\u7a0b\u300d\u3002\u771f\u6b63\u7684\u6311\u6230\u5728\u65bc\uff0c\u5982\u4f55\u8b93Agentic AI\u5728\u52d5\u614b\u4efb\u52d9\u4e2d\uff0c\u6839\u64da\u5177\u9ad4\u60c5\u5883\u9078\u64c7\u6700\u9069\u5408\u7684\u7b56\u7565\uff0c\u5f9e\u800c\u70ba\u7528\u6236\u63d0\u4f9b\u6700\u4f73\u7684\u9ad4\u9a57\u3002<\/p><h4 class=\"p1\"><strong>\u4ee3\u7406\u5f0fAI\u7684\u6838\u5fc3\u80fd\u529b\uff1a\u5206\u89e3\u554f\u984c\u8207\u591a\u8f2a\u4e92\u52d5<\/strong><\/h4><p class=\"p1\">Agentic AI\u00a0\u7684\u8b8a\u9769\u5728\u65bc\uff0c\u5982\u4f55\u5c07\u4e00\u500b\u8907\u96dc\u7684\u554f\u984c\u5206\u89e3\u6210\u82e5\u5e72\u500b\u66f4\u6613\u89e3\u6c7a\u7684\u5b50\u554f\u984c\uff0c\u751a\u81f3\u662f\u5143\u554f\u984c(meta-problems)\u3002\u9019\u7a2e\u80fd\u529b\u8b93AI\u4e0d\u518d\u50c5\u50c5\u662f\u55ae\u5411\u5de5\u5177\uff0c\u800c\u662f\u6210\u70ba\u4e00\u500b\u667a\u80fd\u52a9\u7406\uff0c\u80fd\u4e3b\u52d5\u5c0b\u627e\u89e3\u6c7a\u65b9\u6848\u3002\u4f8b\u5982\uff1a<\/p><h4 class=\"p1\"><strong>\u554f\u984c\u5206\u89e3\u8207\u7814\u7a76<\/strong><\/h4><p class=\"p1\">\u7576\u7528\u6236\u8a62\u554f\u300c\u4eca\u665a\u5403\u4ec0\u9ebc\uff1f\u300d\u6642\uff0cAI\u6703\u5c07\u9019\u500b\u554f\u984c\u5206\u89e3\u70ba\u4ee5\u4e0b\u5e7e\u500b\u5b50\u554f\u984c\uff1a<br \/>\u60f3\u5403\u4ec0\u9ebc\u985e\u578b\u7684\u83dc\uff1f\u9810\u7b97\u7bc4\u570d\u662f\u591a\u5c11\uff1f\u662f\u5426\u9700\u8981\u8003\u616e\u5730\u9ede\u7684\u4fbf\u5229\u6027\uff1f<br \/>\u89e3\u6c7a\u6bcf\u4e00\u500b\u5b50\u554f\u984c\u5f8c\uff0cAI\u6703\u7e3d\u7d50\u7814\u7a76\u7d50\u679c\uff0c\u4e26\u7d66\u51fa\u7d9c\u5408\u5efa\u8b70\u3002\u4f8b\u5982\uff0c\u300c\u9644\u8fd1\u6709\u4e09\u5bb6\u8a55\u50f9\u5f88\u9ad8\u7684\u4e2d\u570b\u9910\u5ef3\uff0c\u50f9\u683c\u7bc4\u570d\u70ba\u6bcf\u4eba$50-$100\uff0c\u8ddd\u96e2\u57281\u516c\u91cc\u5167\u3002\u300d<\/p><h4 class=\"p1\"><strong>\u591a\u8f2a\u4e92\u52d5\u8207\u52d5\u614b\u8abf\u6574<\/strong><\/h4><p class=\"p1\">\u8207\u50b3\u7d71AI\u4e00\u6b21\u6027\u56de\u7b54\u554f\u984c\u4e0d\u540c\uff0cAgentic AI\u6703\u901a\u904e\u591a\u8f2a\u5c0d\u8a71\u9010\u6b65\u4e86\u89e3\u7528\u6236\u9700\u6c42\u3002\u4f8b\u5982\uff0c\u7576\u7528\u6236\u6539\u8b8a\u4e3b\u610f\u8aaa\u300c\u5176\u5be6\u6211\u60f3\u5403\u65e5\u672c\u83dc\u300d\uff0cAI\u6703\u8fc5\u901f\u8abf\u6574\u641c\u7d22\u7bc4\u570d\uff0c\u4e26\u91cd\u65b0\u63d0\u4f9b\u7b26\u5408\u9700\u6c42\u7684\u5efa\u8b70\u3002<\/p><h4 class=\"p3\"><b>\u65e5\u5e38\u751f\u6d3b\u4e2d\u7684\u61c9\u7528\u5834\u666f<\/b><b><\/b><\/h4><p class=\"p1\">\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u591a\u8f2a\u4e92\u52d5\u8207\u554f\u984c\u5206\u89e3\u80fd\u529b\uff0c\u4f7f\u5176\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u5c55\u73fe\u51fa\u6975\u5927\u7684\u61c9\u7528\u6f5b\u529b\u3002\u4ee5\u4e0b\u662f\u5e7e\u500b\u5178\u578b\u6848\u4f8b\uff1a<\/p><ol class=\"ol1\"><li class=\"li1\"><b>\u9910\u98f2\u63a8\u85a6<br \/><\/b>\u5982\u6211\u5011\u6bcf\u65e5\u90fd\u6703\u554f\u300c\u4eca\u665a\u5403\u4ec0\u9ebc\uff1f\u300d\uff0cAgentic AI\u53ef\u4ee5\u6839\u64da\u7528\u6236\u7684\u5730\u9ede\u3001\u53e3\u5473\u3001\u9810\u7b97\u7b49\u591a\u7dad\u5ea6\u6578\u64da\uff0c\u63d0\u4f9b\u500b\u6027\u5316\u7684\u9910\u5ef3\u63a8\u85a6\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u4e00\u500b\u666e\u904d\u6027\u7684\u7b54\u6848\u3002<\/li><li class=\"li1\"><b>\u65c5\u884c\u898f\u5283<br \/><\/b>\u7576\u7528\u6236\u8a62\u554f\u300c\u6211\u60f3\u53bb\u7fa9\u5927\u5229\u65c5\u904a\uff0c\u600e\u9ebc\u5b89\u6392\uff1f\u300d\u6642\uff0cAI\u53ef\u4ee5\u5206\u89e3\u554f\u984c\uff0c\u5305\u62ec\uff1a\u6700\u4f73\u5b63\u7bc0\u3001\u822a\u73ed\u9078\u64c7\u3001\u4f4f\u5bbf\u5efa\u8b70\u3001\u666f\u9ede\u5b89\u6392\u7b49\uff0c\u4e26\u5e6b\u52a9\u7528\u6236\u5236\u5b9a\u4e00\u500b\u8a73\u7d30\u7684\u65c5\u884c\u8a08\u5283\u3002<\/li><li class=\"li1\"><b>\u8cfc\u7269\u52a9\u624b<br \/><\/b>\u7528\u6236\u8a62\u554f\u300c\u6700\u8fd1\u6709\u54ea\u4e9b\u6027\u50f9\u6bd4\u9ad8\u7684\u624b\u6a5f\uff1f\u300d\u6642\uff0cAI\u6703\u6839\u64da\u7528\u6236\u9700\u6c42(\u5982\u50f9\u683c\u7bc4\u570d\u3001\u6027\u80fd\u8981\u6c42\u3001\u54c1\u724c\u504f\u597d\u7b49)\u5206\u89e3\u554f\u984c\uff0c\u6700\u7d42\u7d66\u51fa\u4e00\u500b\u6e05\u6670\u7684\u8cfc\u7269\u5efa\u8b70\u3002<\/li><li class=\"li1\"><b>\u5065\u5eb7\u7ba1\u7406<br \/><\/b>\u5728\u5065\u5eb7\u9818\u57df\uff0cAgentic AI\u53ef\u4ee5\u5354\u52a9\u7528\u6236\u9032\u884c\u500b\u6027\u5316\u7684\u5065\u8eab\u6216\u98f2\u98df\u898f\u5283\u3002\u4f8b\u5982\uff0c\u7528\u6236\u8a62\u554f\u300c\u5982\u4f55\u6e1b\u80a5\uff1f\u300d\u6642\uff0cAI\u6703\u6839\u64da\u7528\u6236\u7684\u76ee\u6a19\u3001\u98f2\u98df\u7fd2\u6163\u3001\u904b\u52d5\u504f\u597d\uff0c\u5236\u5b9a\u4e00\u500b\u5c08\u5c6c\u8a08\u5283\u3002<\/li><li class=\"li1\"><b>\u5b78\u7fd2\u8207\u5de5\u4f5c\u8f14\u52a9<br \/><\/b>Agentic AI\u53ef\u4ee5\u5e6b\u52a9\u5b78\u751f\u6216\u8077\u5834\u4eba\u58eb\u5206\u89e3\u5b78\u7fd2\u6216\u5de5\u4f5c\u4efb\u52d9\u3002\u4f8b\u5982\uff0c\u7576\u5b78\u751f\u8a62\u554f\u300c\u5982\u4f55\u6e96\u5099IELTS\u8003\u8a66\uff1f\u300d\u6642\uff0cAI\u6703\u5efa\u8b70\u5206\u968e\u6bb5\u5b78\u7fd2\u7684\u8a08\u5283\uff0c\u4e26\u63d0\u4f9b\u76f8\u95dc\u7684\u5b78\u7fd2\u8cc7\u6e90\u3002<\/li><\/ol><h4 class=\"p3\"><b>\u4ee3\u7406\u5f0f<\/b><span class=\"s1\"><b>AI<\/b><\/span><b>\u7684\u672a\u4f86\uff1a\u5f9e\u5de5\u5177\u5230\u667a\u80fd\u4f19\u4f34<\/b><b><\/b><\/h4><p class=\"p1\">\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u50f9\u503c\u5728\u65bc\uff0c\u5b83\u4e0d\u50c5\u50c5\u662f\u56de\u7b54\u554f\u984c\u7684\u5de5\u5177\uff0c\u66f4\u662f\u4e00\u500b\u80fd\u5920\u7406\u89e3\u7528\u6236\u9700\u6c42\u3001\u4e3b\u52d5\u89e3\u6c7a\u554f\u984c\u7684\u667a\u80fd\u4f19\u4f34\u3002 \u5b83\u80fd\u8b93AI\u771f\u6b63\u878d\u5165\u65e5\u5e38\uff0c\u6210\u70ba\u4eba\u985e\u751f\u6d3b\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\u3002\u4f8b\u5982\uff0c\u5f9e\u89e3\u6c7a\u65e5\u5e38\u554f\u984c(\u5982\u9078\u64c7\u9910\u5ef3)\u5230\u8655\u7406\u66f4\u8907\u96dc\u7684\u5de5\u4f5c\u4efb\u52d9(\u5982\u5236\u5b9a\u5546\u696d\u7b56\u7565)\uff0cAgentic AI\u5c07\u5be6\u73fe\u5f9e \u300c\u56de\u7b54\u554f\u984c\u300d\u5230\u300c\u89e3\u6c7a\u554f\u984c\u300d \u7684\u5168\u9762\u9032\u5316\u3002<\/p><p class=\"p4\">\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u6b63\u5728\u91cd\u65b0\u5b9a\u7fa9\u6211\u5011\u8207\u6a5f\u5668\u4ea4\u4e92\u7684\u65b9\u5f0f\uff0c\u4e5f\u5c07\u6210\u70ba\u4e0b\u4e00\u500b\u6280\u8853\u6642\u4ee3\u7684\u6838\u5fc3\u529b\u91cf\u3002<\/p><p>\u00a0<\/p><p><em>\u64b0\u6587\ufe30\u5433\u58fd\u51a0\u5148\u751f(Ivan Ng)\uff0c\u70ba\u6578\u64da\u7d20\u990a\u5354\u6703\u8cc7\u6df1\u5275\u6703\u6703\u54e1\u517cLively Impact\u5275\u8fa6\u4eba\u53ca\u884c\u653f\u7e3d\u88c1\uff0c\u4ea6\u540c\u6642\u662f\u5fc3\u7406\u5b78\u78a9\u58eb\u53ca\u7814\u7a76\u4eba\u54e1<\/em><\/p><p class=\"p1\"><strong><em><span class=\"s1\"><a href=\"https:\/\/www.ejtech.ai\/\u5c08\u5bb6\u5206\u6790\/\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fdagentic-ai\u7684\u8b8a\u9769\uff1a\u91cd\u65b0\u5b9a\u7fa9\u4eba\u6a5f\u4e92\u52d5\u7684\/\">*<span class=\"s2\">\u6b64\u6587\u7ae0\u540c\u6642\u8f49\u8f09\u65bc\u4fe1\u5831<\/span>EJTech<span class=\"s2\">\u7db2\u7ad9<\/span><\/a><\/span><\/em><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\u96a8\u8457\u4eba\u5de5\u667a\u80fd(AI)\u7684\u5feb\u901f\u767c\u5c55\uff0c\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd(Agentic AI)\u6210\u70ba\u4e86\u7576\u524d\u6280\u8853\u9818\u57df\u7684\u4e00\u5927\u71b1\u9ede\u3002\u9019\u7a2e\u985e\u578b\u7684AI\u4e0d\u50c5\u50c5\u662f\u56de\u7b54\u55ae\u4e00\u554f\u984c\uff0c\u800c\u662f\u80fd\u5920\u4e3b\u52d5\u5730\u5e6b\u52a9\u7528\u6236\u5206\u89e3\u554f\u984c\u3001\u57f7\u884c\u4efb\u52d9\uff0c\u4e26\u5728\u591a\u8f2a\u4e92\u52d5\u4e2d\u63d0\u4f9b\u66f4\u9ad8\u6548\u3001\u66f4\u500b\u6027\u5316\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u672c\u6587\u5c07\u5f9e\u6982\u5ff5\u3001\u6280\u8853\u6838\u5fc3\u5230\u65e5\u5e38\u61c9\u7528\uff0c\u89e3\u6790\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd\u5e36\u4f86\u7684\u8b8a\u9769\u3002 \u4ec0\u9ebc\u662f\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd(Agentic AI)\uff1f \u8457\u540dAI\u5c08\u5bb6\u5433\u6069\u9054(Andrew Ng)\u63d0\u51fa\u4e86\u4eba\u5de5\u667a\u80fd\u9818\u57df\u7684\u4e00\u500b\u65b0\u8da8\u52e2\u00a0\u2013\u00a0\u4ee3\u7406\u5de5\u4f5c\u6d41\u7a0b(Agentic Workflow)\u548c\u4eba\u5de5\u667a\u80fd\u4ee3\u7406(AI Agents)\u3002 \u4ee3\u7406\u5de5\u4f5c\u6d41\u7a0b\u662f\u4e00\u7a2e\u5275\u65b0\u7684\u8207\u5927\u578b\u8a9e\u8a00\u6a21\u578b(LLMs)\u7684\u4e92\u52d5\uff0c\u4ee5\u5b8c\u6210\u8907\u96dc\u4efb\u52d9\u4e26\u7522\u751f\u6bd4\u50b3\u7d71\u65b9\u6cd5\u6e96\u78ba\u5f97\u591a\u7684\u8f38\u51fa\u3002\u8207\u96f6\u6a23\u672c(Zero-shot)\u6216\u5c11\u91cf\u793a\u4f8b(Few-shot)\u65b9\u6cd5\u4e0d\u540c\uff0c\u4ee3\u7406\u5de5\u4f5c\u6d41\u7a0b\u63a1\u7528\u66f4\u8fed\u4ee3(Iterative)\u548c\u591a\u6b65\u9a5f(Multi-step)\u7684\u65b9\u6cd5\uff0c\u5c07\u4e00\u500b\u8907\u96dc\u4efb\u52d9\u5206\u89e3\u70ba\u5e7e\u500b\u5c0f\u6b65\u9a5f\u3002\u9019\u500b\u6b65\u9a5f\u53ef\u4ee5\u4ee4LLM\u6a21\u578b\u80fd\u5920\u5728\u6bcf\u4e00\u6b65\u90fd\u80fd\u7406\u89e3\u4f60\u7684\u53cd\u994b\uff0c\u4e26\u9032\u884c\u81ea\u6211\u53cd\u601d\uff0c\u751a\u81f3\u4e4e\u8207\u591a\u500b\u4ee3\u7406\u5354\u4f5c\u57f7\u884c\u4efb\u52d9\u3002 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\u9069\u61c9\u6027\uff1a\u5b83\u5011\u6839\u64da\u8b8a\u5316\u7684\u60c5\u6cc1\u9032\u884c\u6f14\u8b8a\uff0c\u5f9e\u74b0\u5883\u4e2d\u5b78\u7fd2\uff0c\u800c\u7121\u9700\u6301\u7e8c\u7684\u4eba\u985e\u5e72\u9810\u3002 \u81ea\u6211\u6539\u9032\uff1a\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u96a8\u8457\u6642\u9593\u7684\u63a8\u79fb\u4e0d\u65b7\u63d0\u9ad8\u5176\u6027\u80fd\uff0c\u5f9e\u904e\u53bb\u7684\u7d93\u9a57\u4e2d\u5b78\u7fd2\u3002 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