{"id":110952,"date":"2026-09-29T22:56:37","date_gmt":"2026-09-29T14:56:37","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/110952.html"},"modified":"2026-09-29T22:56:37","modified_gmt":"2026-09-29T14:56:37","slug":"agent-%e7%99%bd%e7%9a%ae%e4%b9%a6%ef%bc%8c%e4%b8%ba%e4%bb%80%e4%b9%88%e4%bb%8a%e5%b9%b4%e9%80%89%e6%8b%a9%e6%94%b9%e6%88%90%e5%bc%80%e6%ba%90%e6%b4%bb%e4%b9%a6","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/110952.html","title":{"rendered":"Agent \u767d\u76ae\u4e66\uff0c\u4e3a\u4ec0\u4e48\u4eca\u5e74\u9009\u62e9\u6539\u6210\u5f00\u6e90\u6d3b\u4e66"},"content":{"rendered":"<\/p>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>\n<ul>\n<li>\u524d\u8a00<\/li>\n<li>1. \u4f46\u4eca\u5e74\u7684\u6211\u4eec&#xff0c;\u5df2\u7ecf\u4e0d\u8ba4\u8bc6\u53bb\u5e74\u7684\u4e66\u4e86<\/li>\n<li>\n<ul>\n<li>1.1 \u4ece&#034;\u8981\u7d20\u79d1\u666e&#034;\u5230&#034;Harness \u600e\u4e48\u642d&#034;<\/li>\n<li>1.2 \u4ece demo \u5230\u751f\u4ea7\u73af\u5883<\/li>\n<li>1.3 \u4ece RAG \u5230 Context \u5de5\u7a0b<\/li>\n<li>1.4 \u4ece\u5de5\u5177\u534f\u8bae\u5230 AI \u8d44\u4ea7<\/li>\n<li>1.5 \u4ece\u7f51\u5173\u5230 Agent Infra<\/li>\n<li>1.6 \u4ece\u6c99\u7bb1\u5230\u4e00\u6574\u4e2a\u673a\u623f<\/li>\n<li>1.7 \u4ece\u8003\u8bd5\u5bf9\u7b54\u6848\u5230\u8fdb\u5316\u98de\u8f6e<\/li>\n<\/ul>\n<\/li>\n<li>2. \u5e02\u573a\u771f\u6b63\u5173\u5fc3\u7684\u4e09\u5927\u6311\u6218<\/li>\n<li>3. \u4eca\u5e74\u6211\u4eec\u4e0d\u5199\u7535\u5b50\u4e66\u4e86&#xff0c;\u6539\u5f00\u6e90<\/li>\n<li>4. \u4f60\u53ef\u80fd\u4f1a\u95ee&#xff1a;AI \u90fd\u80fd\u5199\u4e86&#xff0c;\u8fd8\u8d39\u8fd9\u52b2\u5e72\u561b&#xff1f;<\/li>\n<li>5. \u5199\u5728\u6700\u540e<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p> P.S. \u63a8\u8350\u4e00\u4e2a\u5927\u795e\u7684\u6559\u7a0b\u7ed9\u60f3\u8981\u4e86\u89e3\u6216\u8005\u5b66\u4e60\u4eba\u5de5\u667a\u80fd\u77e5\u8bc6\u7684\u8bfb\u8005&#xff0c;\u8fd9\u4e2a\u6559\u7a0b\u91cc\u5185\u5bb9\u8bb2\u89e3\u901a\u4fd7\u6613\u61c2\u4e14\u98ce\u8da3\u5e7d\u9ed8&#xff0c;\u5bf9\u6211\u5e2e\u52a9\u5f88\u5927\u3002\u6211\u60f3\u4e0e\u5927\u5bb6\u5206\u4eab\u8fd9\u4e2a\u5b9d\u85cf\u6559\u7a0b&#xff0c;\u8bf7\u70b9\u51fb\u4e0b\u65b9\u94fe\u63a5\u67e5\u770b&#xff0c;<br \/>\n\u4f20\u9001\u95e8https:\/\/blog.csdn.net\/qq_74013365<\/p>\n<h3>\u524d\u8a00<\/h3>\n<p>\u53bb\u5e74\u8fd9\u4e2a\u65f6\u5019&#xff0c;\u6211\u4eec\u5e72\u4e86\u4e00\u4ef6\u633a\u5927\u7684\u4e8b&#xff1a;\u7ec4\u7ec7\u4e86\u4e00\u6279\u4eba&#xff0c;\u5199\u4e86\u4e00\u672c\u8bb2 AI \u539f\u751f\u5e94\u7528\u600e\u4e48\u843d\u5730\u7684\u767d\u76ae\u4e66\u3002\u5199\u7684\u65f6\u5019\u4fe1\u5fc3\u6ee1\u6ee1&#xff0c;\u53d1\u51fa\u53bb\u4e4b\u540e\u8bc4\u8bba\u533a\u4e00\u7247\u53eb\u597d&#xff0c;\u597d\u5230\u4ec0\u4e48\u7a0b\u5ea6&#xff1f;\u597d\u5230\u6211\u4eec\u5dee\u70b9\u4ee5\u4e3a\u81ea\u5df1\u5199\u7684\u662f\u723d\u6587&#xff0c;\u8fd8\u662f\u90a3\u79cd\u65e5\u66f4\u5341\u4e07\u5b57\u3001\u8bc4\u8bba\u533a\u5929\u5929\u50ac\u66f4\u7684\u3002<\/p>\n<p>\u6700\u79bb\u8c31\u7684\u662f&#xff0c;\u8fd8\u771f\u6709\u8bfb\u8005\u62ff\u7740\u8ba1\u7b97\u5668\u4e00\u9875\u4e00\u9875\u5730\u770b\u3002\u767d\u76ae\u4e66\u7b2c\u4e8c\u7ae0\u6709\u9053\u5e74\u9f84\u9898&#xff1a;\u4e09\u4e2a\u4eba\u52a0\u8d77\u6765 41 \u5c81&#xff0c;\u95ee\u5c0f\u738b\u591a\u5927\u3002\u6211\u4eec\u6123\u662f\u5728\u540c\u4e00\u9053\u9898\u4e0a\u7ed9\u51fa\u4e86\u4e24\u4e2a\u7b54\u6848\u2014\u201413 \u5c81\u548c 10 \u5c81&#xff0c;\u4e00\u4e2a\u5728\u9898\u5e72\u91cc&#xff0c;\u4e00\u4e2a\u5728\u89e3\u7b54\u91cc\u3002\u8bfb\u8005\u76f4\u63a5\u5728\u6211\u4eec\u7684\u4e66\u91cc\u73a9\u8d77\u4e86&#034;\u5927\u5bb6\u6765\u627e\u832c&#034;&#xff0c;\u8fd8\u8d34\u5fc3\u5730\u5728\u8bc4\u8bba\u533a\u6807\u6ce8&#xff1a;\u8fd9\u4e24\u5904\u90fd\u6709\u9519\u8bef\u3002\u90a3\u4e00\u523b\u6211\u6df1\u523b\u660e\u767d\u4e86\u4e00\u4ef6\u4e8b&#xff1a;AI \u4e0d\u4f1a\u7b97\u9519&#xff0c;\u56e0\u4e3a AI \u6839\u672c\u4e0d\u4f1a\u5c34\u5c2c\u3002\u4f1a\u5c34\u5c2c\u7684&#xff0c;\u53ea\u6709\u6211\u4eec\u3002<\/p>\n<p>\u4eca\u5e74 9 \u6708&#xff0c;\u5c45\u7136\u8fd8\u6709\u8bfb\u8005\u5728\u7ed9\u6211\u4eec\u63d0\u4f18\u5316\u5efa\u8bae&#xff0c;\u6bd4\u5982&#034;\u80fd\u4e0d\u80fd\u7ed9 PDF \u52a0\u9875\u7801&#034;\u3002\u4f60\u770b&#xff0c;\u8fde\u6311\u5254\u90fd\u662f\u8fd9\u4e48\u6734\u5b9e\u65e0\u534e\u3002\u8fd9\u8ba9\u6211\u4eec\u786e\u4fe1&#xff1a;\u767d\u76ae\u4e66\u8fd9\u4ef6\u4e8b&#xff0c;\u503c\u5f97\u957f\u671f\u5e72\u4e0b\u53bb\u3002<\/p>\n<h3>1. \u4f46\u4eca\u5e74\u7684\u6211\u4eec&#xff0c;\u5df2\u7ecf\u4e0d\u8ba4\u8bc6\u53bb\u5e74\u7684\u4e66\u4e86<\/h3>\n<p>\u767d\u76ae\u4e66\u53d1\u5e03\u624d\u4e00\u5e74&#xff0c;\u6309\u7406\u8bf4\u4e66\u8fd8\u662f\u90a3\u672c\u4e66&#xff0c;\u53ef\u6211\u4eec\u7ffb\u56de\u53bb\u770b&#xff0c;\u5c34\u5c2c\u611f\u6251\u9762\u800c\u6765\u2014\u2014\u5012\u4e0d\u662f\u5acc\u5b83\u5199\u5f97\u5dee&#xff0c;\u662f\u5acc\u5b83\u5df2\u7ecf\u8fc7\u65f6\u4e86\u3002\u6280\u672f\u53d1\u5c55\u5feb\u5c31\u5feb\u5728&#xff0c;\u4f60\u4e0a\u4e2a\u6708\u521a\u603b\u7ed3\u5b8c\u89c4\u5f8b&#xff0c;\u8fd9\u4e2a\u6708\u89c4\u5f8b\u81ea\u5df1\u5148\u8dd1\u4e86\u3002<\/p>\n<h4>1.1 \u4ece&#034;\u8981\u7d20\u79d1\u666e&#034;\u5230&#034;Harness \u600e\u4e48\u642d&#034;<\/h4>\n<p>\u53bb\u5e74\u6211\u4eec\u628a\u6a21\u578b\u3001\u6846\u67b6\u3001\u63d0\u793a\u8bcd\u3001RAG\u3001\u8bb0\u5fc6\u3001\u5de5\u5177\u3001\u7f51\u5173\u3001\u8fd0\u884c\u65f6\u3001\u53ef\u89c2\u6d4b\u3001\u8bc4\u4f30\u3001\u5b89\u5168&#xff0c;\u6328\u4e2a\u8bb2\u4e86\u4e00\u904d&#xff0c;\u4e00\u4e2a\u90fd\u4e0d\u80fd\u5c11&#xff0c;\u50cf\u6781\u4e86\u5f00\u5b66\u7b2c\u4e00\u8bfe\u8001\u5e08\u70b9\u540d\u3002\u4eca\u5e74\u518d\u770b&#xff0c;\u6ca1\u4eba\u5173\u5fc3\u8fd9\u4e9b&#034;\u662f\u4ec0\u4e48&#034;\u4e86&#xff0c;\u5927\u5bb6\u5f00\u53e3\u5c31\u662f&#xff1a;Harness \u4ee5\u4ec0\u4e48\u67b6\u6784\u8bbe\u8ba1&#xff1f;\u8d28\u91cf\u600e\u4e48\u5f80\u4e0a\u63d0&#xff1f;<\/p>\n<p>\u8fd9\u611f\u89c9\u5c31\u50cf&#xff0c;\u4f60\u53bb\u5e74\u8fd8\u5728\u5b66\u600e\u4e48\u5f00\u51b0\u7bb1&#xff0c;\u4eca\u5e74\u5df2\u7ecf\u5728\u95ee\u600e\u4e48\u628a\u51b0\u7bb1\u6539\u9020\u6210\u4e2d\u592e\u7a7a\u8c03\u4e86\u3002<\/p>\n<h4>1.2 \u4ece demo \u5230\u751f\u4ea7\u73af\u5883<\/h4>\n<p>\u53bb\u5e74\u6211\u4eec\u5728\u53f0\u4e0a\u6f14\u793a\u4e00\u4e2a\u4f1a\u5e72\u6d3b\u7684\u667a\u80fd\u4f53&#xff0c;\u53f0\u4e0b\u638c\u58f0\u96f7\u52a8\u3002\u4eca\u5e74\u8c01\u8981\u662f\u8fd8\u6562\u53ea demo&#xff0c;\u53f0\u4e0b\u53ea\u4f1a\u629b\u51fa\u4e09\u8fde\u95ee&#xff1a;\u4e0a\u751f\u4ea7\u4e86\u5417&#xff1f;\u80fd\u625b\u4f4f\u5927\u4fc3\u5417&#xff1f;\u51fa\u4e8b\u4e86\u8c01\u80cc\u9505&#xff1f;<\/p>\n<p>\u4f01\u4e1a\u5df2\u7ecf\u4e0d\u6ee1\u8db3\u4e8e&#034;\u5b83\u4f1a&#034;&#xff0c;\u5f00\u59cb\u8ba4\u771f\u7422\u78e8&#034;\u4eba\u673a\u600e\u4e48\u534f\u4f5c&#034;\u4e86\u3002\u5c31\u8ddf\u4f60\u5bb6\u626b\u5730\u673a\u5668\u4eba\u4e00\u6837&#xff0c;\u521a\u5f00\u59cb\u5927\u5bb6\u56f4\u89c2\u5b83\u626b\u5730&#xff0c;\u73b0\u5728\u53ea\u5173\u5fc3\u5b83\u4f1a\u4e0d\u4f1a\u628a\u732b\u649e\u4e86\u3002<\/p>\n<h4>1.3 \u4ece RAG \u5230 Context \u5de5\u7a0b<\/h4>\n<p>\u53bb\u5e74\u6211\u4eec\u82b1\u4e86\u5927\u7bc7\u5e45\u8bb2 RAG&#xff0c;\u4eca\u5e74\u518d\u770b&#xff0c;\u5927\u5bb6\u7684\u6ce8\u610f\u529b\u5df2\u7ecf\u8f6c\u79fb\u4e86&#xff1a;\u591a\u6765\u6e90\u4fe1\u606f\u600e\u4e48\u7f16\u8bd1\u8fdb\u672c\u8f6e\u4e0a\u4e0b\u6587&#xff1f;\u4e0d\u65ad\u589e\u957f\u7684\u5386\u53f2\u600e\u4e48\u538b\u7f29\u3001\u600e\u4e48\u5378\u8f7d&#xff1f;\u4efb\u52a1\u4e8b\u5b9e\u600e\u4e48\u653e\u5230\u6a21\u578b\u7a97\u53e3\u4e4b\u5916&#xff1f;\u957f\u671f\u8bb0\u5fc6\u3001\u4f01\u4e1a\u77e5\u8bc6\u3001\u53ef\u590d\u7528 Skill&#xff0c;\u600e\u4e48\u5728\u6b63\u786e\u6743\u9650\u4e0b\u6309\u9700\u5582\u7ed9\u6a21\u578b&#xff1f;<\/p>\n<p>\u8bf4\u767d\u4e86&#xff0c;\u5c31\u662f\u7ed9\u6a21\u578b\u6536\u62fe\u5c4b\u5b50&#xff1a;\u8be5\u6254\u7684\u6254&#xff0c;\u8be5\u5b58\u7684\u5b58&#xff0c;\u8be5\u6302\u5899\u4e0a\u7684\u6302\u5899\u4e0a\u3002RAG \u53ea\u662f\u5176\u4e2d\u4e00\u4ef6\u5bb6\u5177&#xff0c;\u5c4b\u5b50\u624d\u662f\u91cd\u70b9\u3002<\/p>\n<h4>1.4 \u4ece\u5de5\u5177\u534f\u8bae\u5230 AI \u8d44\u4ea7<\/h4>\n<p>\u53bb\u5e74\u6211\u4eec\u5355\u72ec\u5199\u4e86\u4e00\u4e2a\u7ae0\u8282\u8bb2 AI \u5de5\u5177\u534f\u8bae&#xff0c;\u4eca\u5e74\u4f01\u4e1a\u66f4\u5173\u5fc3\u7684\u662f Prompt\u3001Skill\u3001Knowledge\u3001Memory \u8fd9\u4e9b AI \u8d44\u4ea7\u7684\u53d1\u73b0\u3001\u4f18\u5316\u4e0e\u6c89\u6dc0\u3002\u5c31\u597d\u6bd4\u4f60\u53bb\u5e74\u5728\u7814\u7a76\u600e\u4e48\u628a\u6c34\u7ba1\u63a5\u4e0a&#xff0c;\u4eca\u5e74\u5728\u7422\u78e8\u600e\u4e48\u8ba9\u6574\u4e2a\u5c0f\u533a\u4f9b\u6c34\u7cfb\u7edf\u4e0d\u51fa\u4e8b\u3002<\/p>\n<h4>1.5 \u4ece\u7f51\u5173\u5230 Agent Infra<\/h4>\n<p>\u53bb\u5e74\u6211\u4eec\u8bb2 AI \u7f51\u5173&#xff0c;\u91cd\u70b9\u8fd8\u662f\u6a21\u578b\u7684\u770b\u95e8\u5927\u7237&#xff1a;\u8f6c\u53d1\u3001\u9650\u6d41\u3001\u5b89\u5168&#xff0c;\u628a\u6d41\u91cf\u7ba1\u4f4f\u5c31\u5b8c\u4e8b\u3002\u4eca\u5e74\u5927\u7237\u5df2\u7ecf\u4e0d\u7518\u5fc3\u53ea\u770b\u95e8\u4e86&#xff0c;\u5f00\u59cb\u641e\u667a\u80fd\u8def\u7531&#xff0c;\u4e00\u8def\u4e0b\u6c89\u6210 Agent \u7684\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n<p>\u5927\u7237\u8fdb\u5316\u6210\u4e86\u7269\u4e1a\u516c\u53f8&#xff0c;\u8fd8\u987a\u624b\u628a\u88c5\u4fee\u4e5f\u63fd\u4e0b\u6765\u4e86\u3002<\/p>\n<h4>1.6 \u4ece\u6c99\u7bb1\u5230\u4e00\u6574\u4e2a\u673a\u623f<\/h4>\n<p>\u53bb\u5e74\u6211\u4eec\u8bb2\u8fd0\u884c\u65f6&#xff0c;\u57fa\u672c\u5c31\u662f\u5de5\u5177\u52a0\u6c99\u7bb1&#xff0c;\u591f\u7528\u3002\u4eca\u5e74 Agent \u4e0a\u4e86\u4f01\u4e1a\u771f\u5b9e\u73af\u5883\u3001\u88ab\u5927\u89c4\u6a21\u8bbf\u95ee&#xff0c;\u8fd0\u884c\u65f6\u7684\u590d\u6742\u5ea6\u6210\u500d\u5f80\u4e0a\u98d9&#xff1a;\u72b6\u6001\u5b58\u50a8\u4e0e\u8bed\u4e49\u8d44\u4ea7\u3001\u7edf\u4e00\u6d41\u91cf\u6cbb\u7406\u3001\u5f02\u6b65\u4efb\u52a1\u4e0e\u81ea\u52a8\u5316\u6d41\u7a0b\u3001Multi-Agent \u534f\u4f5c\u4e0e\u7f16\u6392\u3001\u5206\u5e03\u5f0f\u901a\u4fe1\u4e0e\u6d88\u606f\u6cbb\u7406\u2026\u2026<\/p>\n<p>\u4e00\u53f0\u6c99\u7bb1\u5df2\u7ecf\u88c5\u4e0d\u4e0b\u4e86&#xff0c;\u5f97\u6574\u4e2a\u673a\u623f\u4f3a\u5019\u5b83&#xff0c;\u8fd8\u5f97\u914d\u4e00\u4e2a 7\u00d724 \u5c0f\u65f6\u503c\u73ed\u7684\u3002<\/p>\n<h4>1.7 \u4ece\u8003\u8bd5\u5bf9\u7b54\u6848\u5230\u8fdb\u5316\u98de\u8f6e<\/h4>\n<p>\u53bb\u5e74\u6211\u4eec\u5bf9 AI \u8bc4\u4f30\u7684\u7406\u89e3&#xff0c;\u8fd8\u505c\u7559\u5728&#034;\u7ed9\u6a21\u578b\u6253\u4e2a\u5206&#034;\u7684\u5c42\u9762\u3002\u4eca\u5e74\u624d\u6478\u5230\u771f\u6b63\u7684\u75db\u70b9&#xff1a;\u4f01\u4e1a\u7f3a\u7684\u4e0d\u662f\u5206\u6570&#xff0c;\u662f\u4e00\u6574\u5957\u8c03\u4f18\u65b9\u6cd5\u8bba\u2014\u2014Trajectory\u3001\u58f0\u660e\u5f0f Pipeline\u3001\u9ec4\u91d1\u6570\u636e\u96c6\u3001\u6301\u7eed\u8bc4\u4f30\u4e0e\u5b9e\u9a8c\u3001Badcase \u4fee\u590d&#xff0c;\u5408\u8d77\u6765\u53eb&#034;\u8fdb\u5316\u98de\u8f6e&#034;\u3002<\/p>\n<p>\u7ffb\u8bd1\u6210\u4eba\u8bdd&#xff1a;\u4ee5\u524d\u662f\u8003\u5b8c\u8bd5\u5bf9\u7b54\u6848&#xff0c;\u73b0\u5728\u8981\u5efa\u4e00\u5957\u9898\u5e93\u52a0\u9605\u5377\u7cfb\u7edf\u52a0\u9519\u9898\u672c&#xff0c;\u8fd8\u5f97\u5b9a\u671f\u91cd\u8003&#xff0c;\u8003\u4e0d\u8fc7\u5c31\u91cd\u4fee\u3002<\/p>\n<h3>2. \u5e02\u573a\u771f\u6b63\u5173\u5fc3\u7684\u4e09\u5927\u6311\u6218<\/h3>\n<p>\u628a\u53bb\u5e74\u7684\u5bf9\u6bd4\u634b\u5b8c&#xff0c;\u6211\u4eec\u53d1\u73b0\u5173\u6ce8\u70b9\u5df2\u7ecf\u96c6\u4f53\u8fc1\u79fb\u4e86\u3002\u4ee5\u524d\u5927\u5bb6\u95ee\u7684\u662f&#034;\u600e\u4e48\u5feb\u901f\u6413\u4e00\u4e2a\u667a\u80fd\u4f53\u51fa\u6765&#034;&#xff0c;\u73b0\u5728\u95ee\u7684\u662f\u4e09\u4e2a\u66f4\u96be\u5543\u7684\u9aa8\u5934&#xff1a;<\/p>\n<p>\u5de5\u7a0b\u5316&#xff1a;\u4ece\u6982\u7387\u667a\u80fd\u5230\u53ef\u9760\u751f\u4ea7\u529b&#xff0c;Agent \u5f97\u80fd\u625b\u5173\u952e\u4efb\u52a1&#xff0c;\u4e0d\u80fd\u4e00\u95ee\u4e09\u4e0d\u77e5\u3001\u4e00\u9519\u5c31\u7529\u9505\u3002<\/p>\n<p>\u89c4\u6a21\u5316&#xff1a;\u4ece\u5355\u70b9\u8bd5\u9a8c\u5230\u667a\u80fd\u57fa\u7840\u8bbe\u65bd&#xff0c;\u7a33\u5b9a\u3001\u5b89\u5168\u3001\u6027\u80fd\u3001\u6210\u672c&#xff0c;\u4e00\u6837\u90fd\u4e0d\u80fd\u5c11&#xff0c;Agent \u5f97\u80fd\u5927\u89c4\u6a21\u90e8\u7f72\u3002<\/p>\n<p>\u7ec4\u7ec7\u5316&#xff1a;\u4ece Agent \u5b64\u5c9b\u5230\u667a\u80fd\u7ec4\u7ec7&#xff0c;Agent \u5f97\u80fd\u771f\u6b63\u8fdb\u5165\u6838\u5fc3\u4e1a\u52a1\u6d41\u7a0b&#xff0c;\u800c\u4e0d\u662f\u5728\u89d2\u843d\u91cc\u81ea\u5a31\u81ea\u4e50\u3002<\/p>\n<p>\u4e00\u53e5\u8bdd\u603b\u7ed3&#xff1a;\u4ee5\u524d\u5927\u5bb6\u95ee\u80fd\u4e0d\u80fd\u8dd1\u8d77\u6765&#xff0c;\u73b0\u5728\u95ee\u7684\u662f\u80fd\u4e0d\u80fd\u4e00\u76f4\u8dd1\u3001\u8dd1\u5f88\u591a\u3001\u8dd1\u8fdb\u4e3b\u4e1a\u3002<\/p>\n<h3>3. \u4eca\u5e74\u6211\u4eec\u4e0d\u5199\u7535\u5b50\u4e66\u4e86&#xff0c;\u6539\u5f00\u6e90<\/h3>\n<p>\u6240\u4ee5\u4eca\u5e74\u6211\u4eec\u91cd\u65b0\u7ec4\u4e86\u5199\u4f5c\u56e2\u961f&#xff0c;\u62c9\u8fdb\u6765\u4e00\u5927\u6279\u6709\u4e00\u7ebf\u5b9e\u6218\u7ecf\u9a8c\u7684\u5de5\u7a0b\u5e08&#xff0c;\u76ee\u6807\u5f88\u6734\u7d20&#xff1a;\u5185\u5bb9\u66f4\u8ddf\u5f97\u4e0a\u65f6\u4ee3&#xff0c;\u5b9e\u8df5\u7bc7\u5e45\u5360\u6bd4\u66f4\u9ad8&#xff0c;\u534f\u4f5c\u66f4\u793e\u533a\u5316\u3002\u8fde\u8f7d\u4f53\u90fd\u6362\u4e86\u2014\u2014\u4e0d\u518d\u505a\u7535\u5b50\u4e66&#xff0c;\u76f4\u63a5\u505a\u6210\u5f00\u6e90\u9879\u76ee\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48&#xff1f;\u56e0\u4e3a\u7535\u5b50\u4e66\u662f\u5199\u5b8c\u5c31\u5c01\u5b58\u7684\u6587\u6863&#xff0c;\u5f00\u6e90\u9879\u76ee\u662f\u6d3b\u7684\u4e1c\u897f&#xff1a;\u8bfb\u8005\u80fd\u63d0 Issue&#xff0c;\u5de5\u7a0b\u5e08\u80fd\u63d0 PR&#xff0c;AI \u80fd\u76f4\u63a5\u53bb\u6293\u4ed3\u5e93&#xff0c;\u6539\u9519\u4e86\u8fd8\u80fd\u56de\u6eda\u3002\u4e66\u7684\u751f\u547d\u529b&#xff0c;\u5c31\u9760\u5927\u5bb6\u4e00\u8d77\u6765\u7eed\u3002<\/p>\n<p>\u9879\u76ee\u540d\u62df\u5b9a\u4e3a Alibaba Cloud AI Agent Handbook&#xff0c;\u56f4\u7ed5\u667a\u80fd\u4f53\u5e94\u7528\u7684\u5168\u751f\u547d\u5468\u671f\u5c55\u5f00&#xff1a;\u67b6\u6784\u7bc7&#xff08;1\u20132 \u7ae0&#xff09;\u3001\u6784\u5efa\u7bc7&#xff08;3\u20136 \u7ae0&#xff09;\u3001\u8fd0\u884c\u7bc7&#xff08;7\u201312 \u7ae0&#xff09;\u3001\u6cbb\u7406\u7bc7&#xff08;13\u201316 \u7ae0&#xff09;\u3001\u8c03\u4f18\u7bc7&#xff08;17\u201324 \u7ae0&#xff09;\u3001\u4e1a\u5185\u5b9e\u8df5\u7bc7&#xff08;25\u201329 \u7ae0&#xff09;\u3001\u603b\u7ed3\u4e0e\u5c55\u671b&#xff08;30 \u7ae0&#xff09;\u3002<\/p>\n<p>\u89c4\u6a21\u4f60\u4eec\u611f\u53d7\u4e00\u4e0b&#xff1a;50 \u591a\u4f4d\u4e00\u7ebf\u5de5\u7a0b\u5e08\u53c2\u4e0e&#xff0c;\u603b\u5b57\u6570\u8d85\u8fc7 30 \u4e07\u300230 \u4e07\u5b57\u662f\u4ec0\u4e48\u6982\u5ff5&#xff1f;\u5dee\u4e0d\u591a\u662f\u628a\u6211\u8fd9\u51e0\u5e74\u8e29\u8fc7\u7684\u5751\u6309\u5b57\u6570\u8ba1\u4ef7&#xff0c;\u8fd8\u5e26\u6ea2\u4ef7\u3002<\/p>\n<p>\u987a\u5e26\u653e\u4e2a\u4ee3\u7801\u7247\u6bb5&#xff0c;\u8ba9\u5927\u5bb6\u770b\u770b&#034;\u7ed9 Agent \u914d Harness&#034;\u5927\u6982\u957f\u4ec0\u4e48\u6837\u2014\u2014\u6a21\u578b\u8d1f\u8d23\u60f3&#xff0c;\u5de5\u5177\u8d1f\u8d23\u5e72&#xff0c;\u8bb0\u5fc6\u8d1f\u8d23\u8bb0&#xff0c;\u5206\u5de5\u660e\u786e&#xff0c;\u8c01\u4e5f\u522b\u62a2\u8c01\u7684\u6d3b&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u4e00\u4e2a Agent \u7684 Harness \u5927\u6982\u957f\u8fd9\u6837<\/span><br \/>\n<span class=\"token keyword\">class<\/span> <span class=\"token class-name\">Harness<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> model<span class=\"token punctuation\">,<\/span> tools<span class=\"token punctuation\">,<\/span> memory<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>model <span class=\"token operator\">&#061;<\/span> model      <span class=\"token comment\"># \u6a21\u578b&#xff1a;\u8d1f\u8d23\u60f3<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>tools <span class=\"token operator\">&#061;<\/span> tools      <span class=\"token comment\"># \u5de5\u5177&#xff1a;\u8d1f\u8d23\u5e72<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>memory <span class=\"token operator\">&#061;<\/span> memory    <span class=\"token comment\"># \u8bb0\u5fc6&#xff1a;\u8d1f\u8d23\u8bb0<\/span><br \/>\n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">run<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">,<\/span> task<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        plan <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>model<span class=\"token punctuation\">.<\/span>plan<span class=\"token punctuation\">(<\/span>task<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> step <span class=\"token keyword\">in<\/span> plan<span class=\"token punctuation\">:<\/span><br \/>\n            result <span class=\"token operator\">&#061;<\/span> self<span class=\"token punctuation\">.<\/span>tools<span class=\"token punctuation\">.<\/span>execute<span class=\"token punctuation\">(<\/span>step<span class=\"token punctuation\">)<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>memory<span class=\"token punctuation\">.<\/span>save<span class=\"token punctuation\">(<\/span>result<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> self<span class=\"token punctuation\">.<\/span>memory<span class=\"token punctuation\">.<\/span>summarize<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u81f3\u4e8e&#034;\u8fdb\u5316\u98de\u8f6e&#034;\u843d\u5230\u5de5\u7a0b\u4e0a&#xff0c;\u5927\u6982\u957f\u8fd9\u6837\u2014\u2014\u9ec4\u91d1\u6570\u636e\u96c6\u5f00\u8def&#xff0c;LLM \u5f53\u88c1\u5224&#xff0c;badcase \u4fee\u5b8c\u518d\u56de\u6d41&#xff0c;\u5faa\u73af\u5f80\u590d&#xff0c;\u6c38\u52a8\u673a\u7684\u53e6\u4e00\u79cd\u5f62\u6001&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u8bc4\u4f30\u98de\u8f6e&#xff1a;\u9ec4\u91d1\u6570\u636e\u96c6 &#043; \u6301\u7eed\u8bc4\u4f30 &#043; badcase \u56de\u6d41<\/span><br \/>\n<span class=\"token key atrule\">eval_pipeline<\/span><span class=\"token punctuation\">:<\/span><br \/>\n  <span class=\"token key atrule\">golden_dataset<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#034;.\/data\/golden.jsonl&#034;<\/span><br \/>\n  <span class=\"token key atrule\">eval_mode<\/span><span class=\"token punctuation\">:<\/span> llm_as_judge<br \/>\n  <span class=\"token key atrule\">loop<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token punctuation\">&#8211;<\/span> run_trajectory      <span class=\"token comment\"># \u8dd1\u4e00\u904d\u8f68\u8ff9<\/span><br \/>\n    <span class=\"token punctuation\">&#8211;<\/span> score_and_diff      <span class=\"token comment\"># \u6253\u5206 &#043; \u627e\u5dee\u5f02<\/span><br \/>\n    <span class=\"token punctuation\">&#8211;<\/span> collect_badcase     <span class=\"token comment\"># \u6536\u96c6\u574f\u6848\u4f8b<\/span><br \/>\n    <span class=\"token punctuation\">&#8211;<\/span> fix_and_regress     <span class=\"token comment\"># \u4fee\u590d &#043; \u56de\u5f52<\/span><\/p>\n<h3>4. \u4f60\u53ef\u80fd\u4f1a\u95ee&#xff1a;AI \u90fd\u80fd\u5199\u4e86&#xff0c;\u8fd8\u8d39\u8fd9\u52b2\u5e72\u561b&#xff1f;<\/h3>\n<p>\u80af\u5b9a\u6709\u4eba\u60f3\u95ee&#xff1a;AI \u8fd9\u4e48\u5f3a&#xff0c;\u4e00\u5206\u949f\u5199\u5341\u672c\u8d28\u91cf\u4e0d\u9519\u7684\u767d\u76ae\u4e66\u90fd\u4e0d\u5728\u8bdd\u4e0b&#xff0c;\u4f60\u4eec\u8fd8\u6709\u5fc5\u8981\u4eb2\u81ea\u5199\u5417&#xff1f;<\/p>\n<p>\u8fd9\u4e2a\u95ee\u9898&#xff0c;\u6211\u4eec\u5728\u96c6\u7ed3\u90a3 50 \u591a\u4f4d\u5de5\u7a0b\u5e08\u4e4b\u524d&#xff0c;\u5c31\u626a\u5fc3\u81ea\u95ee\u8fc7\u3002\u7ed3\u8bba\u662f&#xff1a;\u5199\u5b57\u7684\u6210\u672c\u786e\u5b9e\u964d\u4e86&#xff0c;\u4f46\u5199\u4f5c\u7684\u4ef7\u503c\u6ca1\u964d\u3002\u7a00\u7f3a\u7684\u4e1c\u897f\u4e0d\u4f1a\u6d88\u5931&#xff0c;\u53ea\u4f1a\u8f6c\u79fb\u3002<\/p>\n<p>**\u7b2c\u4e00&#xff0c;\u81ea\u6d3d\u7684\u6982\u5ff5\u548c\u8bed\u8a00\u3002**Harness\u3001Runtime\u3001Agent\u3001Workflow&#xff0c;\u8fd9\u56db\u4e2a\u8bcd&#xff0c;\u4e0d\u540c\u56e2\u961f\u3001\u4e0d\u540c\u89c6\u89d2&#xff0c;\u8bb2\u7684\u53ef\u80fd\u6839\u672c\u4e0d\u662f\u4e00\u56de\u4e8b\u3002AI \u4e0d\u4f1a\u5e2e\u4f60\u628a\u6982\u5ff5\u7406\u6e05\u695a&#xff0c;\u5b83\u53ea\u4f1a\u628a\u4f60\u7684\u6df7\u4e71\u653e\u5927\u5341\u500d&#xff0c;\u518d\u4e00\u8138\u65e0\u8f9c\u5730\u590d\u8ff0\u7ed9\u4f60\u542c\u3002\u6211\u4eec\u60f3\u901a\u8fc7\u767d\u76ae\u4e66\u5efa\u7acb\u4e00\u5957\u81ea\u6d3d\u7684\u6982\u5ff5\u6846\u67b6&#xff0c;\u8ba9\u4e0d\u540c\u56e2\u961f\u80fd\u5728\u540c\u4e00\u4e2a\u4e0a\u4e0b\u6587\u91cc\u8ba8\u8bba\u95ee\u9898\u3002\u8fd9\u4e8b\u513f\u6ca1\u4ec0\u4e48\u6280\u672f\u542b\u91cf&#xff0c;\u4f46\u5f97\u6709\u4eba\u6709\u610f\u8bc6\u5730\u53bb\u68b3\u7406\u3001\u53bb\u53d6\u820d\u3002<\/p>\n<p>**\u7b2c\u4e8c&#xff0c;\u5224\u65ad\u3002**\u6a21\u578b\u5f88\u64c5\u957f\u628a\u5df2\u7ecf\u5b58\u5728\u7684\u4fe1\u606f\u91cd\u65b0\u7ec4\u7ec7\u6210\u901a\u987a\u7684\u8868\u8fbe&#xff0c;\u4f46\u5b83\u7ed9\u7684\u5f80\u5f80\u662f&#034;\u770b\u8d77\u6765\u5f88\u5408\u7406\u7684\u5e73\u5747\u503c&#034;\u3002\u5c31\u597d\u6bd4\u8ba9 AI \u7ed9\u8fd9\u672c\u4e66\u8d77\u540d\u5b57&#xff0c;\u5b83\u5927\u6982\u7387\u80fd\u7ed9\u4f60 50 \u4e2a\u90fd\u8fd8\u884c\u7684\u9009\u9879&#xff0c;\u4f46\u6ca1\u6709\u4e00\u4e2a\u80fd\u8ba9\u4f60\u4e00\u62cd\u5927\u817f\u8bf4&#034;\u5c31\u5b83\u4e86&#034;\u3002\u7528\u4ec0\u4e48\u6837\u7684\u53d9\u4e8b\u7ed3\u6784\u8bb2 Agent Handbook \u624d\u80fd\u5f15\u8d77\u5171\u9e23&#xff0c;\u8fd9\u79cd\u5224\u65ad&#xff0c;AI \u66ff\u4e0d\u4e86\u3002<\/p>\n<p>**\u7b2c\u4e09&#xff0c;\u7ecf\u9a8c\u3002**\u6a21\u578b\u7684\u8bed\u6599&#xff0c;\u672c\u8d28\u4e0a\u662f\u516c\u5f00\u6587\u672c\u7684\u518d\u6df7\u5408\u3002\u67d0\u4e2a\u7cfb\u7edf\u5728\u771f\u5b9e\u751f\u4ea7\u73af\u5883\u91cc\u5230\u5e95\u70b8\u8fc7\u51e0\u6b21\u3001\u70b8\u5728\u54ea\u4e2a\u7ec4\u4ef6\u4e0a\u3001\u4e3a\u4ec0\u4e48\u540c\u4e00\u4e2a\u5751\u4e09\u5e74\u8e29\u4e24\u6b21\u2014\u2014\u8fd9\u79cd\u4e00\u624b\u7ecf\u9a8c&#xff0c;\u65e9\u5c31\u5185\u5316\u6210\u5de5\u7a0b\u5e08\u4eec\u7684\u6280\u827a\u4e86&#xff0c;AI \u662f\u771f\u7684\u7f16\u4e0d\u51fa\u6765\u3002\u5b83\u8fde\u6211\u6628\u5929\u52a0\u73ed\u5230\u51e0\u70b9\u90fd\u4e0d\u77e5\u9053\u3002<\/p>\n<p>**\u7b2c\u56db&#xff0c;\u6559\u8bad\u3002**\u5185\u5bb9\u8d8a\u4e30\u5bcc&#xff0c;&#034;\u4ec0\u4e48\u4e0d\u8be5\u505a&#034;\u5c31\u6bd4&#034;\u4ec0\u4e48\u53ef\u4ee5\u505a&#034;\u66f4\u503c\u94b1\u3002\u771f\u5b9e\u7684\u5931\u8d25\u6a21\u5f0f&#xff0c;\u662f\u4ece\u751f\u4ea7\u73af\u5883\u91cc\u88ab\u4eba\u4e3a\u63d0\u70bc\u51fa\u6765\u7684&#xff0c;\u4e0d\u662f\u6a21\u578b\u987a\u7740\u4e0a\u4e0b\u6587\u7eed\u5199\u51fa\u6765\u7684\u3002\u6211\u4eec\u60f3\u628a\u6559\u8bad\u663e\u5f0f\u5730\u5199\u4e0b\u6765&#xff0c;\u54ea\u6015\u5b83\u4eec\u770b\u8d77\u6765\u4e0d\u90a3\u4e48\u4f53\u9762\u2014\u2014\u5c31\u50cf\u7a0b\u5e8f\u5458\u7ec8\u4e8e\u613f\u610f\u627f\u8ba4&#xff0c;\u81ea\u5df1\u66fe\u7ecf\u5220\u8fc7\u6570\u636e\u5e93\u3002<\/p>\n<h3>5. \u5199\u5728\u6700\u540e<\/h3>\n<p>\u5f53\u7136&#xff0c;\u6211\u4eec\u5fc3\u91cc\u4e5f\u6e05\u695a&#xff1a;Agent \u53d8\u5316\u592a\u5feb&#xff0c;\u8fd9\u672c\u4e66\u91cc\u7684\u4f53\u7cfb\u3001\u5224\u65ad\u3001\u7ecf\u9a8c\u3001\u6559\u8bad&#xff0c;\u53ef\u80fd\u8fc7\u9635\u5b50\u5c31\u88ab\u4fee\u6b63\u751a\u81f3\u63a8\u7ffb\u4e86\u3002\u6240\u4ee5\u6211\u4eec\u4ece\u4e00\u5f00\u59cb\u5c31\u6ca1\u6253\u7b97\u628a\u5b83\u5199\u5b8c\u5c31\u5c01\u5b58&#xff0c;\u800c\u662f\u7528\u5f00\u6e90\u7684\u65b9\u5f0f\u5199&#xff0c;\u8ba9\u5b83\u4e00\u76f4\u6d3b\u7740\u3001\u4e00\u76f4\u66f4\u65b0\u3002<\/p>\n<p>\u6700\u540e\u8bf4\u53e5\u5b9e\u5728\u7684&#xff1a;\u6b22\u8fce\u5927\u5bb6\u6765\u4e91\u6816\u5927\u4f1a AgentCore \u5206\u8bba\u575b&#xff0c;\u4e00\u8d77\u89c1\u8bc1\u8fd9\u672c&#034;\u6d3b\u4e66&#034;\u7684\u53d1\u5e03\u3002\u6211\u4eec\u73b0\u573a\u89c1&#xff0c;\u987a\u4fbf\u5e2e\u6211\u4eec\u770b\u770b&#xff0c;\u4eca\u5e74\u7684\u5e74\u9f84\u9898\u6709\u6ca1\u6709\u7b97\u5bf9\u3002<\/p>\n<p>P.S. \u63a8\u8350\u4e00\u4e2a\u5927\u795e\u7684\u6559\u7a0b\u7ed9\u60f3\u8981\u4e86\u89e3\u6216\u8005\u5b66\u4e60\u4eba\u5de5\u667a\u80fd\u77e5\u8bc6\u7684\u8bfb\u8005&#xff0c;\u8fd9\u4e2a\u6559\u7a0b\u91cc\u5185\u5bb9\u8bb2\u89e3\u901a\u4fd7\u6613\u61c2\u4e14\u98ce\u8da3\u5e7d\u9ed8&#xff0c;\u5bf9\u6211\u5e2e\u52a9\u5f88\u5927\u3002\u6211\u60f3\u4e0e\u5927\u5bb6\u5206\u4eab\u8fd9\u4e2a\u5b9d\u85cf\u6559\u7a0b&#xff0c;\u8bf7\u70b9\u51fb\u4e0b\u65b9\u94fe\u63a5\u67e5\u770b&#xff0c;\u4f20\u9001\u95e8https:\/\/blog.csdn.net\/qq_74013365<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u76ee\u5f55\u524d\u8a001. \u4f46\u4eca\u5e74\u7684\u6211\u4eec&#xff0c;\u5df2\u7ecf\u4e0d\u8ba4\u8bc6\u53bb\u5e74\u7684\u4e66\u4e861.1 \u4ece\\&#8221;\u8981\u7d20\u79d1\u666e\\&#8221;\u5230\\&#8221;Harness \u600e\u4e48\u642d\\&#8221;1.2 \u4ece demo \u5230\u751f\u4ea7\u73af\u58831.3 \u4ece RAG \u5230 Context \u5de5\u7a0b1.4 \u4ece\u5de5\u5177\u534f\u8bae\u5230 AI \u8d44\u4ea71.5 \u4ece\u7f51\u5173\u5230 Agent Infra1.6 \u4ece\u6c99\u7bb1\u5230\u4e00\u6574\u4e2a\u673a\u623f1.7 \u4ece\u8003\u8bd5\u5bf9\u7b54\u6848\u5230\u8fdb\u5316\u98de\u8f6e2. \u5e02\u573a\u771f\u6b63\u5173\u5fc3\u7684\u4e09\u5927\u6311\u62183. \u4eca\u5e74\u6211\u4eec\u4e0d\u5199\u7535\u5b50\u4e66\u4e86&#xff0c;\u6539\u5f00\u6e904. \u4f60\u53ef\u80fd\u4f1a\u95ee&#xff1a;AI \u90fd\u80fd\u5199\u4e86&#xff0c;\u8fd8\u8d39\u8fd9\u52b2\u5e72\u561b&amp;#xff<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50],"topic":[],"class_list":["post-110952","post","type-post","status-publish","format-standard","hentry","category-server","tag-50"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Agent \u767d\u76ae\u4e66\uff0c\u4e3a\u4ec0\u4e48\u4eca\u5e74\u9009\u62e9\u6539\u6210\u5f00\u6e90\u6d3b\u4e66 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/110952.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Agent \u767d\u76ae\u4e66\uff0c\u4e3a\u4ec0\u4e48\u4eca\u5e74\u9009\u62e9\u6539\u6210\u5f00\u6e90\u6d3b\u4e66 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6587\u7ae0\u76ee\u5f55\u524d\u8a001. \u4f46\u4eca\u5e74\u7684\u6211\u4eec&#xff0c;\u5df2\u7ecf\u4e0d\u8ba4\u8bc6\u53bb\u5e74\u7684\u4e66\u4e861.1 \u4ece&quot;\u8981\u7d20\u79d1\u666e&quot;\u5230&quot;Harness \u600e\u4e48\u642d&quot;1.2 \u4ece demo \u5230\u751f\u4ea7\u73af\u58831.3 \u4ece RAG \u5230 Context \u5de5\u7a0b1.4 \u4ece\u5de5\u5177\u534f\u8bae\u5230 AI \u8d44\u4ea71.5 \u4ece\u7f51\u5173\u5230 Agent Infra1.6 \u4ece\u6c99\u7bb1\u5230\u4e00\u6574\u4e2a\u673a\u623f1.7 \u4ece\u8003\u8bd5\u5bf9\u7b54\u6848\u5230\u8fdb\u5316\u98de\u8f6e2. \u5e02\u573a\u771f\u6b63\u5173\u5fc3\u7684\u4e09\u5927\u6311\u62183. \u4eca\u5e74\u6211\u4eec\u4e0d\u5199\u7535\u5b50\u4e66\u4e86&#xff0c;\u6539\u5f00\u6e904. \u4f60\u53ef\u80fd\u4f1a\u95ee&#xff1a;AI \u90fd\u80fd\u5199\u4e86&#xff0c;\u8fd8\u8d39\u8fd9\u52b2\u5e72\u561b&amp;#xff\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/110952.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-29T14:56:37+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/110952.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/110952.html\",\"name\":\"Agent \u767d\u76ae\u4e66\uff0c\u4e3a\u4ec0\u4e48\u4eca\u5e74\u9009\u62e9\u6539\u6210\u5f00\u6e90\u6d3b\u4e66 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"isPartOf\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\"},\"datePublished\":\"2026-09-29T14:56:37+00:00\",\"dateModified\":\"2026-09-29T14:56:37+00:00\",\"author\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.wsisp.com\/helps\/110952.html#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.wsisp.com\/helps\/110952.html\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/110952.html#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.wsisp.com\/helps\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Agent \u767d\u76ae\u4e66\uff0c\u4e3a\u4ec0\u4e48\u4eca\u5e74\u9009\u62e9\u6539\u6210\u5f00\u6e90\u6d3b\u4e66\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#website\",\"url\":\"https:\/\/www.wsisp.com\/helps\/\",\"name\":\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\",\"description\":\"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"contentUrl\":\"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery\",\"caption\":\"admin\"},\"sameAs\":[\"http:\/\/wp.wsisp.com\"],\"url\":\"https:\/\/www.wsisp.com\/helps\/author\/admin\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Agent \u767d\u76ae\u4e66\uff0c\u4e3a\u4ec0\u4e48\u4eca\u5e74\u9009\u62e9\u6539\u6210\u5f00\u6e90\u6d3b\u4e66 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.wsisp.com\/helps\/110952.html","og_locale":"zh_CN","og_type":"article","og_title":"Agent \u767d\u76ae\u4e66\uff0c\u4e3a\u4ec0\u4e48\u4eca\u5e74\u9009\u62e9\u6539\u6210\u5f00\u6e90\u6d3b\u4e66 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","og_description":"\u6587\u7ae0\u76ee\u5f55\u524d\u8a001. \u4f46\u4eca\u5e74\u7684\u6211\u4eec&#xff0c;\u5df2\u7ecf\u4e0d\u8ba4\u8bc6\u53bb\u5e74\u7684\u4e66\u4e861.1 \u4ece\"\u8981\u7d20\u79d1\u666e\"\u5230\"Harness \u600e\u4e48\u642d\"1.2 \u4ece demo \u5230\u751f\u4ea7\u73af\u58831.3 \u4ece RAG \u5230 Context \u5de5\u7a0b1.4 \u4ece\u5de5\u5177\u534f\u8bae\u5230 AI \u8d44\u4ea71.5 \u4ece\u7f51\u5173\u5230 Agent Infra1.6 \u4ece\u6c99\u7bb1\u5230\u4e00\u6574\u4e2a\u673a\u623f1.7 \u4ece\u8003\u8bd5\u5bf9\u7b54\u6848\u5230\u8fdb\u5316\u98de\u8f6e2. \u5e02\u573a\u771f\u6b63\u5173\u5fc3\u7684\u4e09\u5927\u6311\u62183. \u4eca\u5e74\u6211\u4eec\u4e0d\u5199\u7535\u5b50\u4e66\u4e86&#xff0c;\u6539\u5f00\u6e904. \u4f60\u53ef\u80fd\u4f1a\u95ee&#xff1a;AI \u90fd\u80fd\u5199\u4e86&#xff0c;\u8fd8\u8d39\u8fd9\u52b2\u5e72\u561b&amp;#xff","og_url":"https:\/\/www.wsisp.com\/helps\/110952.html","og_site_name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","article_published_time":"2026-09-29T14:56:37+00:00","author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"admin","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"3 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.wsisp.com\/helps\/110952.html","url":"https:\/\/www.wsisp.com\/helps\/110952.html","name":"Agent \u767d\u76ae\u4e66\uff0c\u4e3a\u4ec0\u4e48\u4eca\u5e74\u9009\u62e9\u6539\u6210\u5f00\u6e90\u6d3b\u4e66 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","isPartOf":{"@id":"https:\/\/www.wsisp.com\/helps\/#website"},"datePublished":"2026-09-29T14:56:37+00:00","dateModified":"2026-09-29T14:56:37+00:00","author":{"@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41"},"breadcrumb":{"@id":"https:\/\/www.wsisp.com\/helps\/110952.html#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.wsisp.com\/helps\/110952.html"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.wsisp.com\/helps\/110952.html#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.wsisp.com\/helps"},{"@type":"ListItem","position":2,"name":"Agent \u767d\u76ae\u4e66\uff0c\u4e3a\u4ec0\u4e48\u4eca\u5e74\u9009\u62e9\u6539\u6210\u5f00\u6e90\u6d3b\u4e66"}]},{"@type":"WebSite","@id":"https:\/\/www.wsisp.com\/helps\/#website","url":"https:\/\/www.wsisp.com\/helps\/","name":"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3","description":"\u9999\u6e2f\u670d\u52a1\u5668_\u9999\u6e2f\u4e91\u670d\u52a1\u5668\u8d44\u8baf_\u670d\u52a1\u5668\u5e2e\u52a9\u6587\u6863_\u670d\u52a1\u5668\u6559\u7a0b","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.wsisp.com\/helps\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/358e386c577a3ab51c4493330a20ad41","name":"admin","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.wsisp.com\/helps\/#\/schema\/person\/image\/","url":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","contentUrl":"https:\/\/gravatar.wp-china-yes.net\/avatar\/?s=96&d=mystery","caption":"admin"},"sameAs":["http:\/\/wp.wsisp.com"],"url":"https:\/\/www.wsisp.com\/helps\/author\/admin"}]}},"_links":{"self":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/110952","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/comments?post=110952"}],"version-history":[{"count":0,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/posts\/110952\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/media?parent=110952"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/categories?post=110952"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/tags?post=110952"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/www.wsisp.com\/helps\/wp-json\/wp\/v2\/topic?post=110952"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}