{"id":37764,"date":"2025-02-04T03:00:54","date_gmt":"2025-02-03T19:00:54","guid":{"rendered":"https:\/\/17aitech.com\/?p=37764"},"modified":"2025-02-04T03:00:54","modified_gmt":"2025-02-03T19:00:54","slug":"%e4%b8%80%e5%8f%a5%e8%af%9d%e8%ae%a9agent%e8%87%aa%e4%b8%bb%e5%b9%b2%e6%b4%bb%ef%bc%8c%e6%b8%85%e5%8d%8e%e5%a4%8d%e6%97%a6%e6%96%af%e5%9d%a6%e7%a6%8f%e7%ad%89%e5%bc%80%e6%ba%90%e7%9a%84%e6%99%ba","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37764","title":{"rendered":"\u4e00\u53e5\u8bdd\u8ba9Agent\u81ea\u4e3b\u5e72\u6d3b\uff0c\u6e05\u534e\u590d\u65e6\u65af\u5766\u798f\u7b49\u5f00\u6e90\u7684\u667a\u80fd\u4f53\u5f00\u53d1\u6846\u67b6\u62a2\u5148\u4e86OpenAI"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-01-15-7\" target=\"_blank\">\u4e00\u53e5\u8bdd\u8ba9Agent\u81ea\u4e3b\u5e72\u6d3b\uff0c\u6e05\u534e\u590d\u65e6\u65af\u5766\u798f\u7b49\u5f00\u6e90\u7684\u667a\u80fd\u4f53\u5f00\u53d1\u6846\u67b6\u62a2\u5148\u4e86OpenAI<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-7525ec5756b9745f88a3c0612b33b2dd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-7525ec5756b9745f88a3c0612b33b2dd.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section>\u8fd1\u671f\uff0cOpenAI CEO Sam Altman \u5ba3\u5e03\uff0c2025 \u5e74\u5c06\u63a8\u51fa\u540d\u4e3a \u201cOperator\u201d \u7684\u865a\u62df\u5458\u5de5\u8ba1\u5212\uff0cAI \u4ee3\u7406\u5c06\u80fd\u591f\u81ea\u4e3b\u6267\u884c\u4efb\u52a1\uff0c\u5982\u5199\u4ee3\u7801\u3001\u9884\u8ba2\u65c5\u884c\u7b49\uff0c\u6210\u4e3a\u4f01\u4e1a\u4e2d\u7684 \u201c\u6570\u5b57\u540c\u4e8b\u201d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-17b9dd7b6e55d657595aa97bc32f4c33.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-17b9dd7b6e55d657595aa97bc32f4c33.png\"><\/a><\/section>\n<section>\u5728 OpenAI \u53d1\u5e03 \u201cOperator\u201d \u4e4b\u524d\uff0c\u6e05\u534e\u3001\u590d\u65e6\u548c\u65af\u5766\u798f\u7684\u7814\u7a76\u8005\u8054\u5408\u63d0\u51fa\u4e86\u540d\u4e3a \u201cEko\u201d \u7684 Agent \u5f00\u53d1\u6846\u67b6\uff0c\u65e8\u5728\u8ba9\u5f00\u53d1\u8005\u901a\u8fc7\u7b80\u6d01\u7684\u4ee3\u7801\u548c\u81ea\u7136\u8bed\u8a00\uff0c\u5feb\u901f\u6784\u5efa\u53ef\u7528\u4e8e\u751f\u4ea7\u7684 \u201c\u865a\u62df\u5458\u5de5\u201d\u3002\u8fd9\u79cd\u6846\u67b6\u4f7f\u5f97 AI \u4ee3\u7406\u80fd\u591f\u63a5\u7ba1\u7528\u6237\u7684\u7535\u8111\u548c\u6d4f\u89c8\u5668\uff0c\u4ee3\u66ff\u4eba\u7c7b\u5b8c\u6210\u5404\u79cd\u4efb\u52a1\uff0c\u4e3a\u5de5\u4f5c\u6d41\u7a0b\u63d0\u4f9b\u81ea\u52a8\u5316\u652f\u6301\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-61d2b4d7590b9509f0bbcdb6067e10c4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-61d2b4d7590b9509f0bbcdb6067e10c4.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u6807\u9898: Eko: Build Production-ready Agentic Workflow with Natural Language<\/p>\n<\/li>\n<li>\n<p>\u9879\u76ee\u4e3b\u9875: https:\/\/eko.fellou.ai<\/p>\n<\/li>\n<li>\n<p>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/FellouAI\/eko<\/p>\n<\/li>\n<li>\n<p>Docs\uff1ahttps:\/\/eko.fellou.ai\/docs<\/p>\n<\/li>\n<\/ul>\n<section><strong>\u6838\u5fc3\u6280\u672f\u521b\u65b0\uff1a<\/strong><\/section>\n<section><\/section>\n<section>1. \u6df7\u5408\u667a\u80fd\u4f53\u8868\u793a\uff1a\u63d0\u51fa\u4e86 \u201cMixed Agentic representation\u201d\uff0c\u901a\u8fc7\u65e0\u7f1d\u7ed3\u5408\u8868\u8fbe\u9ad8\u5c42\u6b21\u8bbe\u8ba1\u7684\u81ea\u7136\u8bed\u8a00\uff08Natural Language\uff09\u4e0e\u5f00\u53d1\u8005\u4f4e\u5c42\u6b21\u5b9e\u73b0\u7684\u7a0b\u5e8f\u8bed\u8a00\uff08Programming Language\uff09\u3002<\/section>\n<section><\/section>\n<section>2. \u8de8\u5e73\u53f0 Agent \u6846\u67b6\uff1a\u63d0\u51fa\u73af\u5883\u611f\u77e5\u67b6\u6784\uff0c\u5b9e\u73b0\u540c\u4e00\u5957\u6846\u67b6\u548c\u7f16\u7a0b\u8bed\u8a00\uff0c\u540c\u65f6\u652f\u6301\u6d4f\u89c8\u5668\u4f7f\u7528\u3001\u7535\u8111\u4f7f\u7528\u3001\u4f5c\u4e3a\u6d4f\u89c8\u5668\u63d2\u4ef6\u4f7f\u7528\u3002<\/section>\n<section><\/section>\n<section>3. \u751f\u4ea7\u7ea7\u5e72\u9884\u673a\u5236\uff1a\u73b0\u6709 Agent \u6846\u67b6\u666e\u904d\u5f3a\u8c03\u81ea\u6cbb\u6027\uff08Autonomous\uff09\uff0c\u5373\u65e0\u9700\u4eba\u7c7b\u5e72\u9884\uff0c\u800c Eko \u6846\u67b6\u63d0\u4f9b\u4e86\u663e\u6027\u7684\u751f\u4ea7\u7ea7\u5e72\u9884\u673a\u5236\uff0c\u786e\u4fdd\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u53ef\u4ee5\u968f\u65f6\u88ab\u4e2d\u65ad\u548c\u8c03\u6574\uff0c\u4ece\u800c\u4fdd\u969c\u4eba\u7c7b\u5bf9\u751f\u4ea7\u7ea7\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u7684\u6709\u6548\u76d1\u7ba1\u548c\u6cbb\u7406\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-4f985e542b2cf1c6e52e72d35f9d650d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-4f985e542b2cf1c6e52e72d35f9d650d.png\"><\/a><\/section>\n<section><strong>Eko\uff1a\u9769\u65b0\u751f\u4ea7\u7ea7\u667a\u80fd\u4f53\u5f00\u53d1\u7684\u6846\u67b6<\/strong><\/section>\n<section><\/section>\n<section>\u8ba9\u6211\u4eec\u7528\u5b9e\u9645\u7684\u4f8b\u5b50\u6765\u611f\u53d7\u4e00\u4e0b\u8fd9\u4e2a Agent \u6846\u67b6\u7684\u5f00\u53d1\u96be\u5ea6\uff1a\u53ea\u9700\u8981\u4e00\u53e5\u8bdd\uff0c\u5c31\u53ef\u4ee5\u8ba9 Eko \u751f\u6210\u4e00\u4e2a\u5168 Agent \u5e2e\u4f60\u505a\u80a1\u7968\u5206\u6790\u3002\u8fd9\u4e0d\u5c31\u662f\u59a5\u59a5\u7684\u751f\u4ea7\u529b\u5de5\u5177\u5417\uff01\u771f\u662f\u89e3\u653e\u53cc\u624b\uff01<\/section>\n<section><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"52\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<section>\u201c\u5728\u96c5\u864e\u8d22\u7ecf\u4e0a\u6536\u96c6\u7eb3\u65af\u8fbe\u514b\u7684\u6700\u65b0\u6570\u636e\uff0c\u5305\u62ec\u4e3b\u8981\u80a1\u7968\u7684\u4ef7\u683c\u53d8\u5316\u3001\u5e02\u503c\u3001\u4ea4\u6613\u91cf\uff0c\u5206\u6790\u6570\u636e\u5e76\u751f\u6210\u53ef\u89c6\u5316\u62a5\u544a\u3002\u201d<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<p><a href=\"https:\/\/mp.weixin.qq.com\/s\/Ia0xrgkUrUljGeIxuN7FpQ?token=187487807&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-b4daec275ce175312f7e46a5c297baa3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-b4daec275ce175312f7e46a5c297baa3.png\"><\/a><\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"165\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<section>\u201c \u00a0 \u00a0\u5f53\u524d\u767b\u5f55\u9875\u9762\u81ea\u52a8\u5316\u6d4b\u8bd5\uff1a<\/section>\n<section>\u00a0 \u00a0 1. \u6b63\u786e\u7684\u8d26\u6237\u548c\u5bc6\u7801\u662f\uff1aadmin \/ 666666<\/section>\n<section>\u00a0 \u00a0 2. \u8bf7\u968f\u673a\u7ec4\u5408\u7528\u6237\u540d\u548c\u5bc6\u7801\u8fdb\u884c\u6d4b\u8bd5\uff0c\u4ee5\u9a8c\u8bc1\u767b\u5f55\u9a8c\u8bc1\u662f\u5426\u6b63\u5e38\u5de5\u4f5c\uff0c\u4f8b\u5982\uff1a\u7528\u6237\u540d\u4e0d\u80fd\u4e3a\u7a7a\u3001\u5bc6\u7801\u4e0d\u80fd\u4e3a\u7a7a\u3001\u7528\u6237\u540d\u4e0d\u6b63\u786e\u3001\u5bc6\u7801\u4e0d\u6b63\u786e<\/section>\n<section>\u00a0 \u00a0 3. \u6700\u540e\uff0c\u5c1d\u8bd5\u4f7f\u7528\u6b63\u786e\u7684\u8d26\u6237\u548c\u5bc6\u7801\u767b\u5f55\uff0c\u9a8c\u8bc1\u767b\u5f55\u662f\u5426\u6210\u529f<\/section>\n<section>\u00a0 \u00a0 4. \u751f\u6210\u6d4b\u8bd5\u62a5\u544a\u5e76\u5bfc\u51fa\u201d<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<section><a href=\"https:\/\/mp.weixin.qq.com\/s\/Ia0xrgkUrUljGeIxuN7FpQ?token=187487807&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-dac0e4bea152cdcfb5cfcf2fe084042b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-dac0e4bea152cdcfb5cfcf2fe084042b.png\"><\/a><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"17\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\u6e05\u7406\u5f53\u524d\u76ee\u5f55\u4e0b\u5927\u4e8e 1MB \u7684\u6240\u6709\u6587\u4ef6<\/section>\n<\/section>\n<\/blockquote>\n<section><a href=\"https:\/\/mp.weixin.qq.com\/s\/Ia0xrgkUrUljGeIxuN7FpQ?token=187487807&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-50bf11cb7a2a1d971ae12f061aecfa04.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-50bf11cb7a2a1d971ae12f061aecfa04.png\"><\/a><\/a><\/section>\n<section><strong>\u73af\u5883\u611f\u77e5\u67b6\u6784\uff08Environment-Aware Architecture\uff09<\/strong><\/section>\n<section><\/section>\n<section><strong>\u4e3b\u8981\u573a\u666f<\/strong><\/section>\n<section><\/section>\n<section>i\uff09\u6d4f\u89c8\u5668\u4f7f\u7528\uff1a\u4e3b\u8981\u4e13\u6ce8\u4e8e\u901a\u8fc7\u56fe\u5f62\u7528\u6237\u754c\u9762\uff08GUI\uff09\u6765\u64cd\u4f5c\u7f51\u9875\u548c\u6d4f\u89c8\u5668\u4e2d\u7684\u5143\u7d20\uff0c\u5e38\u89c1\u7684\u5b9e\u73b0\u65b9\u5f0f\u5305\u62ec\u622a\u56fe\u548c\u7f51\u9875\u63d0\u53d6\u6280\u672f\u3002<\/section>\n<section><\/section>\n<section>ii\uff09\u7535\u8111\u4f7f\u7528\uff1a\u4e0e\u6d4f\u89c8\u5668\u4e0d\u540c\uff0cNode.js \u81ea\u52a8\u5316\u5219\u4e3b\u8981\u9762\u5411\u547d\u4ee4\u884c\u754c\u9762\uff08CLI\uff09\u64cd\u4f5c\u548c\u6587\u4ef6\u7cfb\u7edf\u7ba1\u7406\uff0c\u672a\u6765\u8fd8\u4f1a\u5f15\u5165 GUI \u611f\u77e5\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section><strong>\u67b6\u6784\u4ecb\u7ecd<\/strong><\/section>\n<section><\/section>\n<section>Eko \u7684\u8de8\u5e73\u53f0\u5f00\u53d1\u662f\u901a\u8fc7\u5176 \u73af\u5883\u611f\u77e5\u67b6\u6784\uff08Environment-Aware Architecture\uff09\u5b9e\u73b0\u7684\uff0c\u8fd9\u4e00\u67b6\u6784\u7531\u4e09\u4e2a\u5173\u952e\u5c42\u6b21\u6784\u6210\uff1a\u901a\u7528\u6838\u5fc3\uff08Universal Core\uff09\u3001\u73af\u5883\u7279\u5b9a\u5de5\u5177\uff08Environment-Specific Tools\uff09 \u548c \u73af\u5883\u6865\u63a5\uff08Environment Bridge\uff09\u3002<\/section>\n<section><\/section>\n<section>1. \u901a\u7528\u6838\u5fc3\uff1a\u8fd9\u4e00\u5c42\u63d0\u4f9b\u4e86\u4e0e\u73af\u5883\u65e0\u5173\u7684\u57fa\u672c\u529f\u80fd\uff0c\u5982\u5de5\u4f5c\u6d41\u7ba1\u7406\u3001\u5de5\u5177\u6ce8\u518c\u7ba1\u7406\u3001LLM\uff08\u5927\u8bed\u8a00\u6a21\u578b\uff09\u96c6\u6210\u548c\u94a9\u5b50\u7cfb\u7edf\u3002<\/section>\n<section><\/section>\n<section>2. \u73af\u5883\u7279\u5b9a\u5de5\u5177\uff1a\u6bcf\u79cd\u73af\u5883\uff08\u5982\u6d4f\u89c8\u5668\u6269\u5c55\u3001Web \u73af\u5883\u3001Node.js \u73af\u5883\uff09\u90fd\u63d0\u4f9b\u4e86\u4f18\u5316\u7684\u5de5\u5177\u96c6\u3002<\/section>\n<section><\/section>\n<section>3. \u73af\u5883\u6865\u63a5\uff1a\u8fd9\u4e00\u5c42\u8d1f\u8d23\u73af\u5883\u7684\u68c0\u6d4b\u3001\u5de5\u5177\u6ce8\u518c\u3001\u8d44\u6e90\u7ba1\u7406\u548c\u5b89\u5168\u63a7\u5236\uff0c\u786e\u4fdd\u4e0d\u540c\u5e73\u53f0\u4e4b\u95f4\u80fd\u591f\u987a\u5229\u4e92\u52a8\u548c\u901a\u4fe1\u3002<\/section>\n<section><\/section>\n<section>\u5b89\u5168\u6027\u548c\u8bbf\u95ee\u63a7\u5236\uff1aEko \u9488\u5bf9\u4e0d\u540c\u73af\u5883\u5b9e\u65bd\u4e86\u9002\u5f53\u7684\u5b89\u5168\u63aa\u65bd\u3002\u6d4f\u89c8\u5668\u6269\u5c55\u548c Web \u73af\u5883\u90fd\u91c7\u7528\u4e86\u4e25\u683c\u7684\u6743\u9650\u63a7\u5236\u548c API \u5bc6\u94a5\u7ba1\u7406\uff0c\u800c Node.js \u73af\u5883\u5219\u5141\u8bb8\u66f4\u5e7f\u6cdb\u7684\u7cfb\u7edf\u7ea7\u8bbf\u95ee\uff0c\u57fa\u4e8e\u7528\u6237\u6743\u9650\u8fdb\u884c\u6587\u4ef6\u64cd\u4f5c\u548c\u547d\u4ee4\u6267\u884c\uff0c\u5728\u9700\u8981\u65f6\u4f1a\u5728\u6267\u884c\u524d\u8bf7\u6c42\u7528\u6237\u786e\u8ba4\u3002<\/section>\n<section><\/section>\n<section>\u81ea\u52a8\u5de5\u5177\u6ce8\u518c\uff1a\u901a\u8fc7 loadTools () \u7b49\u5de5\u5177\uff0cEko \u81ea\u52a8\u6ce8\u518c\u9002\u7528\u4e8e\u5f53\u524d\u73af\u5883\u7684\u5de5\u5177\uff0c\u8fd9\u4f7f\u5f97\u5f00\u53d1\u8005\u53ef\u4ee5\u5728\u591a\u4e2a\u73af\u5883\u4e2d\u65e0\u7f1d\u5730\u5207\u6362\uff0c\u5e76\u786e\u4fdd\u5de5\u5177\u7684\u6b63\u786e\u52a0\u8f7d\u3002<\/section>\n<section><\/section>\n<section><strong>\u5c42\u6b21\u5316\u89c4\u5212\uff08Hierachical planning\uff09<\/strong><\/section>\n<section><\/section>\n<section>\u6211\u4eec\u63d0\u51fa\u5c42\u6b21\u5316\u611f\u77e5\u6846\u67b6\uff0c\u5c06\u4efb\u52a1\u7684\u62c6\u89e3\u5206\u4e3a\u4e24\u5c42\uff0c\u5305\u62ec Planning layer \u548c Execution layer\u3002\u5176\u4e2d Planning layer \u8d1f\u8d23\u5c06\u7528\u6237\u7684\u9700\u6c42\uff08\u81ea\u7136\u8bed\u8a00\u6216\u4ee3\u7801\u8bed\u8a00\u8868\u793a\uff09\u548c\u73b0\u6709\u5de5\u5177\u96c6\u62c6\u89e3\u6210\u4e00\u4e2a\u6709\u9886\u57df\u7279\u5b9a\u8bed\u8a00\uff08Domain-specific language\uff09\u8868\u793a\u7684\u4efb\u52a1\u56fe\uff08Task graph\uff09\u3002\u4efb\u52a1\u56fe\u662f\u4e00\u4e2a\u6709\u5411\u65e0\u73af\u56fe\uff0c\u63cf\u8ff0\u4e86\u5b50\u4efb\u52a1\u4e4b\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\u3002\u8be5\u4efb\u52a1\u56fe\u7531 LLM \u4e00\u6b21\u6027\u5408\u6210\u3002\u5728 Execution layer \u4e2d\uff0c\u6839\u636e\u6bcf\u4e2a\u4efb\u52a1\u8c03\u7528 LLM \u6765\u5408\u6210\u5177\u4f53\u7684\u6267\u884c\u884c\u4e3a\u548c\u5de5\u5177\u8c03\u7528\u3002<\/section>\n<section><\/section>\n<section>\u591a\u6b65\u5408\u5e76\u4f18\u5316\uff1a\u5f53 Eko \u68c0\u6d4b\u5230\u4e24\u6b21\u6267\u884c\u90fd\u662f\u5bf9 LLM \u7684\u8c03\u7528\u65f6\uff0c\u4f1a\u89e6\u53d1\u6846\u67b6\u7684\u81ea\u52a8\u5408\u5e76\u673a\u5236\uff0c\u5c06\u4e24\u6b21\u8c03\u7528\u7684 system prompt \u81ea\u52a8\u6574\u5408\uff0c\u5408\u5e76\u6210\u4e00\u6b21\u8c03\u7528\u3002\u4ece\u800c\u52a0\u5feb\u63a8\u7406\u901f\u5ea6\u3002<\/section>\n<section><\/section>\n<section><strong>\u89c6\u89c9 &#8211; \u4ea4\u4e92\u8981\u7d20\u8054\u5408\u611f\u77e5\uff08Visual-Interactive Element Perception\uff09<\/strong><\/section>\n<section><\/section>\n<section>\u89c6\u89c9 &#8211; \u4ea4\u4e92\u8981\u7d20\u8054\u5408\u611f\u77e5\u6846\u67b6\uff08VIEP\uff09\u662f\u4e00\u79cd\u65b0\u9896\u7684\u6d4f\u89c8\u5668\u611f\u77e5\u89e3\u51b3\u65b9\u6848\uff0c\u901a\u8fc7\u5c06\u89c6\u89c9\u8bc6\u522b\u4e0e\u5143\u7d20\u4e0a\u4e0b\u6587\u4fe1\u606f\u7ed3\u5408\uff0c\u663e\u8457\u63d0\u5347\u4e86\u5728\u590d\u6742\u7f51\u9875\u4e2d\u7684\u4efb\u52a1\u7cbe\u5ea6\u548c\u6548\u7387\u3002\u5b83\u901a\u8fc7\u63d0\u53d6\u7f51\u9875\u4e2d\u7684\u4ea4\u4e92\u5143\u7d20\uff08\u5982 A11y \u6811\uff09\uff0c\u5e76\u5c06\u5176\u6620\u5c04\u5230\u9886\u57df\u7279\u5b9a\u8bed\u8a00\uff08DSL\uff09\uff0c\u751f\u6210\u9ad8\u6548\u7684\u4f2a HTML \u4ee3\u7801\uff0c\u7b80\u5316\u4e86\u5143\u7d20\u7684\u8868\u5f81\u3002\u4e0d\u540c\u4e8e\u4f20\u7edf\u7684 A11y + Screen shot \u65b9\u6848\uff0cVIEP \u5728\u89c6\u89c9\u4fe1\u53f7\u65b9\u9762\uff0c\u5f15\u5165\u4e86 Set-of-Mark\uff0c\u786e\u4fdd\u6bcf\u4e2a\u5143\u7d20\u7684\u89c6\u89c9\u6807\u8bc6\u7b26\u4e0e\u4f2a HTML \u4e2d\u7684\u6807\u8bc6\u7b26\u4e00\u4e00\u5bf9\u5e94\uff0c\u63d0\u5347\u4e86\u5143\u7d20\u8bc6\u522b\u7684\u7cbe\u5ea6\u3002\u4e3a\u4e86\u4f18\u5316\u6027\u80fd\uff0c\u622a\u56fe\u5206\u8fa8\u7387\u88ab\u538b\u7f29\u81f3\u539f\u59cb\u7684 60%\uff0c\u540c\u65f6\u753b\u8d28\u538b\u7f29\u81f3 50%\uff0c\u51cf\u5c11\u4e86\u8d44\u6e90\u6d88\u8017\uff0c\u540c\u65f6\u4fdd\u6301\u4e86\u8db3\u591f\u7684\u8bc6\u522b\u8d28\u91cf\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-af84484adce8bcbb41faf88c6ca25664.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-af84484adce8bcbb41faf88c6ca25664.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-9ce0a81fecf341a30e2d945a4c9e3f99.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-9ce0a81fecf341a30e2d945a4c9e3f99.png\"><\/a><\/section>\n<section>\u4e0e\u4f20\u7edf\u7684 HTML \u8868\u793a\u76f8\u6bd4\uff0cVIEP \u901a\u8fc7\u7b80\u5316\u4ea4\u4e92\u5143\u7d20\u548c\u751f\u6210\u7d27\u51d1\u7684\u4f2a HTML \u7ed3\u6784\uff0c\u907f\u514d\u4e86\u76f4\u63a5\u5904\u7406\u5e9e\u5927 HTML \u5185\u5bb9\u7684\u5f00\u9500\u3002\u4f8b\u5982\uff0cGoogle \u9996\u9875\u7684 HTML \u4ece 22 \u4e07\u5b57\u7b26\u51cf\u5c11\u81f3\u4ec5 1,058 \u4e2a\u5b57\u7b26\uff0c\u5927\u5e45\u63d0\u9ad8\u4e86\u5904\u7406\u901f\u5ea6\u548c\u51c6\u786e\u5ea6\u3002<\/section>\n<section><\/section>\n<section>VIEP \u4e0d\u4ec5\u4f18\u5316\u4e86\u6027\u80fd\uff0c\u964d\u4f4e\u4e86\u6210\u672c\uff0c\u8fd8\u63d0\u5347\u4e86\u8de8\u73af\u5883\u9002\u5e94\u6027\uff0c\u786e\u4fdd\u81ea\u52a8\u5316\u64cd\u4f5c\u5728\u4e0d\u540c\u6d4f\u89c8\u5668\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e2d\u7a33\u5b9a\u8fd0\u884c\u3002<\/section>\n<section><\/section>\n<section><strong>\u751f\u4ea7\u7ea7\u7684\u53ef\u5e72\u9884\u673a\u5236<\/strong><\/section>\n<section><\/section>\n<section>\u5728\u6784\u5efa AI \u9a71\u52a8\u7684\u81ea\u52a8\u5316\u7cfb\u7edf\u65f6\uff0c\u5f00\u53d1\u8005\u5e38\u5e38\u9700\u8981\u76d1\u63a7\u4efb\u52a1\u7684\u6267\u884c\u60c5\u51b5\uff0c\u968f\u65f6\u8c03\u6574\u884c\u4e3a\uff0c\u6216\u5728\u5fc5\u8981\u65f6\u8fdb\u884c\u5e72\u9884\u3002\u867d\u7136 \u201c\u94a9\u5b50\u201d \u662f\u8f6f\u4ef6\u5f00\u53d1\u4e2d\u7684\u5e38\u89c1\u6982\u5ff5\uff0c\u4f46\u5728 Eko \u4e2d\uff0c\u5b83\u4eec\u627f\u62c5\u4e86\u72ec\u7279\u7684\u89d2\u8272 \u2014\u2014 \u5728 AI \u81ea\u52a8\u5316\u548c\u4eba\u5de5\u76d1\u7763\u4e4b\u95f4\u67b6\u8d77\u4e86\u4e00\u5ea7\u6865\u6881\u3002\u7b80\u5355\u6765\u8bf4\uff0c\u4f60\u53ef\u4ee5\u5728 Workflow \u6267\u884c\u524d\u540e\u63d2\u5165\u81ea\u5df1\u7684\u903b\u8f91\uff0c\u6bd4\u5982\u9a8c\u8bc1\u8f93\u5165\u3001\u5904\u7406\u7ed3\u679c\u3001\u751a\u81f3\u91cd\u8bd5\u5931\u8d25\u7684\u4efb\u52a1\u3002\u4ee3\u7801\u5982\u4e0b\uff1a<\/section>\n<section>\n<pre data-lang=\"javascript\"><section><code>JavaScript<\/code><code>\r\n<\/code><code>await eko.execute (workflow, {<\/code><code>\r\n<\/code><code>  hooks: {<\/code><code>\r\n<\/code><code>    beforeToolUse: async (tool, context, input) =&gt; {<\/code><code>\r\n<\/code><code>      console.log (`\u51c6\u5907\u6267\u884c\u5de5\u5177\uff1a${tool.name}\uff0c\u8f93\u5165\u53c2\u6570\uff1a`, input);<\/code><code>\r\n<\/code><code>      return input;<\/code><code>\r\n<\/code><code>    },<\/code><code>\r\n<\/code><code>    afterToolUse: async (tool, context, result) =&gt; {<\/code><code>\r\n<\/code><code>      console.log (`\u5de5\u5177\u6267\u884c\u5b8c\u6210\uff1a${tool.name}\uff0c\u8f93\u51fa\u7ed3\u679c\uff1a`, result);<\/code><code>\r\n<\/code><code>      return result;<\/code><code>\r\n<\/code><code>    }<\/code><code>\r\n<\/code><code>  }<\/code><code>\r\n<\/code><code>});<\/code><\/section><\/pre>\n<\/section>\n<section><\/section>\n<section>Eko \u63d0\u4f9b\u4e09\u79cd\u4e0d\u540c\u5c42\u7ea7\u7684\u94a9\u5b50\uff0c\u6bcf\u4e2a\u5c42\u7ea7\u90fd\u5177\u6709\u72ec\u7279\u7684\u4f5c\u7528\uff1a<\/section>\n<section><\/section>\n<section>1. \u5de5\u4f5c\u6d41\u94a9\u5b50\uff08Workflow Hooks\uff09<\/section>\n<section><\/section>\n<section>\u8fd9\u4e9b\u94a9\u5b50\u4f4d\u4e8e\u5de5\u4f5c\u6d41\u7684\u6700\u4e0a\u5c42\uff0c\u7528\u4e8e\u6574\u4f53\u63a7\u5236\u548c\u76d1\u63a7\u81ea\u52a8\u5316\u6d41\u7a0b\u7684\u542f\u52a8\u548c\u7ed3\u675f\u3002\u4f8b\u5982\uff0c\u4f60\u53ef\u4ee5\u5728\u5de5\u4f5c\u6d41\u5f00\u59cb\u4e4b\u524d\u8fdb\u884c\u8d44\u6e90\u521d\u59cb\u5316\uff0c\u6216\u5728\u5de5\u4f5c\u6d41\u7ed3\u675f\u540e\u8fdb\u884c\u6e05\u7406\u548c\u5904\u7406\u6700\u7ec8\u7ed3\u679c\u3002<\/section>\n<section><\/section>\n<section>2. \u5b50\u4efb\u52a1\u94a9\u5b50\uff08Subtask Hooks\uff09<\/section>\n<section><\/section>\n<section>\u8fd9\u4e9b\u94a9\u5b50\u4f4d\u4e8e\u5de5\u4f5c\u6d41\u7684\u4e2d\u95f4\u5c42\uff0c\u5141\u8bb8\u4f60\u5728\u6bcf\u4e2a\u5b50\u4efb\u52a1\u5f00\u59cb\u524d\u548c\u7ed3\u675f\u540e\u8fdb\u884c\u76d1\u63a7\u548c\u5904\u7406\u3002\u4f8b\u5982\uff0c\u4f60\u53ef\u4ee5\u5728\u6bcf\u4e2a\u5b50\u4efb\u52a1\u524d\u8bb0\u5f55\u65e5\u5fd7\uff0c\u6216\u5728\u4efb\u52a1\u5b8c\u6210\u540e\u5bf9\u4e2d\u95f4\u7ed3\u679c\u8fdb\u884c\u5904\u7406\u3002<\/section>\n<section><\/section>\n<section>3. \u5de5\u5177\u94a9\u5b50\uff08Tool Hooks\uff09<\/section>\n<section><\/section>\n<section>\u8fd9\u662f\u6700\u7ec6\u7c92\u5ea6\u7684\u94a9\u5b50\uff0c\u5141\u8bb8\u4f60\u5728\u6bcf\u4e2a\u5de5\u5177\u6267\u884c\u524d\u540e\u8fdb\u884c\u9a8c\u8bc1\u548c\u4fee\u6539\u3002\u4f8b\u5982\uff0c\u4f60\u53ef\u4ee5\u5728\u5de5\u5177\u6267\u884c\u524d\u9a8c\u8bc1\u8f93\u5165\u53c2\u6570\uff0c\u6216\u5728\u5de5\u5177\u6267\u884c\u540e\u5904\u7406\u8fd4\u56de\u7ed3\u679c\u3002<\/section>\n<section><\/section>\n<section>\u94a9\u5b50\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u5b9e\u65f6\u4f18\u5316\u5de5\u4f5c\u6d41\uff0c\u63d0\u9ad8\u81ea\u52a8\u5316\u7cfb\u7edf\u7684\u7cbe\u5ea6\u548c\u6548\u7387\u3002\u4f8b\u5982\uff0c\u5728\u6267\u884c\u67d0\u4e9b\u4efb\u52a1\u65f6\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7\u94a9\u5b50\u5bf9\u8f93\u5165\u6570\u636e\u8fdb\u884c\u9a8c\u8bc1\uff0c\u9632\u6b62\u9519\u8bef\u4fe1\u606f\u4f20\u5165\u7cfb\u7edf\uff1b\u6216\u5728\u4efb\u52a1\u5b8c\u6210\u540e\uff0c\u5904\u7406\u548c\u8f6c\u5316\u7ed3\u679c\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u5229\u7528\u8f93\u51fa\u3002\u94a9\u5b50\u8fd8\u80fd\u5e2e\u52a9\u5f00\u53d1\u8005\u6536\u96c6\u6267\u884c\u6570\u636e\uff0c\u8fdb\u884c\u6027\u80fd\u5206\u6790\uff0c\u8bc6\u522b\u74f6\u9888\u5e76\u4f18\u5316\u81ea\u52a8\u5316\u6d41\u7a0b\u3002<\/section>\n<section><\/section>\n<section>\u9664\u4e86\u5e38\u89c4\u7684\u76d1\u63a7\u548c\u8c03\u8bd5\u529f\u80fd\uff0cEko 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c23cfbcbb5b34362403683c053868d97.png\"><\/a><\/section>\n<section>\u7f57\u5353\u4f1f\uff0cFellouAI \u9996\u5e2d\u5de5\u7a0b\u4e13\u5bb6\uff0c\u76ee\u524d\u4ece\u4e8b\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u9886\u57df\u5de5\u4f5c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-38dc8e5ff845dc79181d17ea3665678a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-38dc8e5ff845dc79181d17ea3665678a.png\"><\/a><\/section>\n<section>\u9a6c\u9a81\u817e\uff0c\u6e05\u534e\u5927\u5b66\u81ea\u52a8\u5316\u7cfb\u535a\u58eb\u540e\uff0c\u535a\u58eb\u6bd5\u4e1a\u4e8e\u6e05\u534e\u5927\u5b66\u3002\u4e3b\u8981\u7814\u7a76\u5174\u8da3\u4e3a\u5f3a\u5316\u5b66\u4e60\u548c\u667a\u80fd\u4f53\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-795d32cbf25ebd2a1af3287a0e635092.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-795d32cbf25ebd2a1af3287a0e635092.png\"><\/a><\/section>\n<section>\u9648\u5bb6\u68cb\uff0c\u590d\u65e6\u5927\u5b66\u7855\u58eb\u751f\uff0c\u65af\u5766\u798f\u5927\u5b66\u8bbf\u95ee\u5b66\u751f\u5b66\u8005\u3002\u4e3b\u8981\u7814\u7a76\u9886\u57df\u4e3a\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u667a\u80fd\u4f53\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-b8ad70b5a40a142650ea763e1024d6a7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-b8ad70b5a40a142650ea763e1024d6a7.png\"><\/a><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-01-15-7\" target=\"_blank\">\u4e00\u53e5\u8bdd\u8ba9Agent\u81ea\u4e3b\u5e72\u6d3b\uff0c\u6e05\u534e\u590d\u65e6\u65af\u5766\u798f\u7b49\u5f00\u6e90\u7684\u667a\u80fd\u4f53\u5f00\u53d1\u6846\u67b6\u62a2\u5148\u4e86OpenAI<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u4e00\u53e5\u8bdd\u8ba9Agent\u81ea\u4e3b [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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