{"id":86276,"date":"2026-07-28T11:40:46","date_gmt":"2026-07-28T03:40:46","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/86276.html"},"modified":"2026-07-28T11:40:46","modified_gmt":"2026-07-28T03:40:46","slug":"2026%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%ba%94%e7%94%a8%e5%bc%80%e5%8f%91%ef%bc%9a%e4%bb%8eprompt%e8%b0%83%e5%8f%82%e5%88%b0%e7%b3%bb%e7%bb%9f%e5%8c%96%e5%b7%a5%e7%a8%8b%e7%9a%84%e8%8c%83%e5%bc%8f%e8%b7%83","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/86276.html","title":{"rendered":"2026\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\uff1a\u4ecePrompt\u8c03\u53c2\u5230\u7cfb\u7edf\u5316\u5de5\u7a0b\u7684\u8303\u5f0f\u8dc3\u8fc1"},"content":{"rendered":"

2026\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1：\u4ecePrompt\u8c03\u53c2\u5230\u7cfb\u7edf\u5316\u5de5\u7a0b\u7684\u8303\u5f0f\u8dc3\u8fc1<\/h2>\n

2026\u5e74，\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u6b63\u5728\u7ecf\u5386\u4e00\u573a\u6df1\u523b\u7684\u8303\u5f0f\u8f6c\u53d8\u3002\u8fc7\u53bb\u4e24\u5e74\u95f4，\u5f00\u53d1\u8005\u4eec\u4ece\u6700\u521d\u7684"\u5199\u51e0\u884cPrompt\u8c03API"\u7684\u7c97\u653e\u6a21\u5f0f，\u9010\u6b65\u6f14\u8fdb\u5230\u6784\u5efa\u5b8c\u6574\u5de5\u7a0b\u4f53\u7cfb\u7684\u7cbe\u7ec6\u5316\u9636\u6bb5\u3002\u8fd9\u573a\u8f6c\u53d8\u7684\u6838\u5fc3\u4e0d\u5728\u4e8e\u6a21\u578b\u80fd\u529b\u672c\u8eab\u7684\u63d0\u5347，\u800c\u5728\u4e8e\u5de5\u7a0b\u65b9\u6cd5\u8bba\u7684\u6210\u719f\u2014\u2014\u5982\u4f55\u8ba9AI\u6301\u7eed\u3001\u53ef\u9760\u5730\u4ea4\u4ed8\u5546\u4e1a\u4ef7\u503c，\u5df2\u7ecf\u6210\u4e3a\u884c\u4e1a\u7684\u6838\u5fc3\u547d\u9898\u3002<\/p>\n

\u4e00\u3001\u5f00\u53d1\u8303\u5f0f\u7684\u6839\u672c\u8f6c\u53d8：\u4ece\u5199\u4ee3\u7801\u5230\u5b9a\u4e49\u89c4\u683c<\/h3>\n

2026\u5e74\u6700\u663e\u8457\u7684\u53d8\u5316\u662f：AI\u5e94\u7528\u5f00\u53d1\u7684\u8d77\u70b9\u4e0d\u518d\u662f\u7f16\u5199\u4ee3\u7801，\u800c\u662f\u63cf\u8ff0"\u89c4\u683c"\u3002\u5f00\u53d1\u8005\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u548c\u7ed3\u6784\u5316\u6587\u6863\u5b9a\u4e49\u5e94\u7528\u884c\u4e3a，AI\u667a\u80fd\u4f53\u76f4\u63a5\u7406\u89e3\u8bed\u4e49\u7ed3\u6784，\u81ea\u52a8\u751f\u6210\u7cfb\u7edf\u8bbe\u8ba1\u6587\u6863\u548c\u524d\u540e\u7aef\u4ee3\u7801\u3002\u5de5\u7a0b\u5e08\u7684\u89d2\u8272\u4ece"\u4ee3\u7801\u7f16\u5199\u8005"\u8f6c\u53d8\u4e3a"\u89c4\u683c\u5b9a\u4e49\u8005"\u548c"\u903b\u8f91\u9a8c\u8bc1\u8005"\u3002<\/p>\n

\u8fd9\u79cd\u8f6c\u53d8\u610f\u5473\u7740\u4ec0\u4e48？\u8fc7\u53bb\u5b66\u4e60\u5927\u6a21\u578b\u5f00\u53d1，\u6838\u5fc3\u662f\u5b66"\u600e\u4e48\u8c03API\u3001\u600e\u4e48\u5199Prompt"\u3002\u4eca\u5929，\u6838\u5fc3\u53d8\u6210"\u600e\u4e48\u628a\u4e1a\u52a1\u903b\u8f91\u63cf\u8ff0\u6e05\u695a\u3001\u600e\u4e48\u8bbe\u8ba1Agent\u7684\u611f\u77e5-\u63a8\u7406-\u884c\u52a8\u95ed\u73af"\u3002\u89c4\u683c\u9a71\u52a8\u5f00\u53d1\u8981\u6c42\u5f00\u53d1\u8005\u5177\u5907\u66f4\u5f3a\u7684\u7cfb\u7edf\u601d\u7ef4\u548c\u4e1a\u52a1\u7406\u89e3\u80fd\u529b，\u800c\u975e\u5355\u7eaf\u7684\u7f16\u7801\u6280\u5de7\u3002<\/p>\n

\u4e8c\u3001Agent = Model + Harness：\u6a21\u578b\u53ea\u505a20%\u7684\u5de5\u4f5c<\/h3>\n

\u884c\u4e1a\u6b63\u5728\u5f62\u6210\u4e00\u4e2a\u91cd\u8981\u5171\u8bc6：\u5bf9\u4e8e\u4e00\u4e2a\u590d\u6742\u7684Agent\u4ea7\u54c1，\u6a21\u578b\u4e5f\u8bb8\u53ea\u5b8c\u621020%\u7684\u5de5\u4f5c，\u5269\u4e0b80%\u662fHarness\u2014\u2014\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u5de5\u5177\u8c03\u7528\u3001\u8bb0\u5fc6\u3001\u8bc4\u6d4b\u3001\u5faa\u73af\u63a7\u5236\u3001\u53ef\u89c2\u6d4b\u6027\u4e0e\u6743\u9650\u6cbb\u7406\u3002\u8fd9\u5c31\u662f"Harness\u5373\u4ea7\u54c1"\u7684\u542b\u4e49：\u5728\u5927\u6a21\u578b\u5e94\u7528\u91cc，\u56e2\u961f\u771f\u6b63\u5728\u8bbe\u8ba1\u548c\u8fed\u4ee3\u7684\u4ea7\u54c1，\u5f80\u5f80\u4e0d\u662f\u5177\u4f53\u529f\u80fd，\u800c\u662f\u8fd9\u4e00\u6574\u5c42Harness\u672c\u8eab\u3002<\/p>\n

Harness\u5c42\u7684\u6784\u5efa\u6d89\u53ca\u591a\u4e2a\u5173\u952e\u5b50\u7cfb\u7edf\u3002\u4e0a\u4e0b\u6587\u7ba1\u7406\u51b3\u5b9a\u4e86Agent\u80fd\u8bb0\u4f4f\u591a\u5c11\u5bf9\u8bdd\u5386\u53f2\u3001\u5982\u4f55\u9ad8\u6548\u5229\u7528\u6709\u9650\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u3002\u5de5\u5177\u8c03\u7528\u7cfb\u7edf\u8d1f\u8d23\u5c06\u81ea\u7136\u8bed\u8a00\u610f\u56fe\u8f6c\u5316\u4e3a\u7cbe\u786e\u7684API\u8c03\u7528\u6216\u51fd\u6570\u6267\u884c\u3002\u8bb0\u5fc6\u7cfb\u7edf\u5219\u5206\u4e3a\u77ed\u671f\u5de5\u4f5c\u8bb0\u5fc6\u548c\u957f\u671f\u6301\u4e45\u5316\u8bb0\u5fc6，\u524d\u8005\u7528\u4e8e\u5f53\u524d\u4f1a\u8bdd\u7684\u72b6\u6001\u7ef4\u62a4，\u540e\u8005\u7528\u4e8e\u8de8\u4f1a\u8bdd\u7684\u77e5\u8bc6\u79ef\u7d2f\u3002\u8bc4\u6d4b\u7cfb\u7edf\u662f\u8d28\u91cf\u4fdd\u969c\u7684\u57fa\u77f3，\u9700\u8981\u5efa\u7acb\u81ea\u52a8\u5316\u7684\u56de\u5f52\u6d4b\u8bd5\u548c\u4eba\u5de5\u8bc4\u4f30\u76f8\u7ed3\u5408\u7684\u53cc\u8f68\u673a\u5236\u3002<\/p>\n

\u4e09\u3001\u751f\u4ea7\u7ea7Agent\u7684\u4e03\u5927\u5de5\u7a0b\u6a21\u5757<\/h3>\n

\u57fa\u4e8e\u884c\u4e1a\u5934\u90e8\u56e2\u961f\u7684\u5b9e\u6218\u6c89\u6dc0，2026\u5e74\u751f\u4ea7\u7ea7Agent\u5f00\u53d1\u9700\u8981\u8986\u76d6\u4e03\u5927\u6838\u5fc3\u5de5\u7a0b\u6a21\u5757：<\/p>\n

\u7b2c\u4e00，\u9762\u5411\u4e0b\u4e00\u4ee3\u6a21\u578b\u80fd\u529b\u8bbe\u8ba1\u4ea7\u54c1\u3002\u5f88\u591a\u56e2\u961f\u72af\u7684\u9519\u8bef\u662f\u56f4\u7740\u6a21\u578b\u4eca\u5929\u7684\u80fd\u529b\u4f18\u5316，\u7ed3\u679c\u4ea7\u54c1\u4e0a\u7ebf\u6ca1\u591a\u4e45\u5c31\u88ab\u65b0\u6a21\u578b\u76f4\u63a5\u66ff\u4ee3\u3002\u6b63\u786e\u7684\u505a\u6cd5\u662f\u8d85\u524d\u5b9a\u4f4d：\u4ea7\u54c1\u8def\u7ebf\u56fe\u4e0d\u8be5\u53ea\u95ee"\u6a21\u578b\u4eca\u5929\u80fd\u4e0d\u80fd\u505a"，\u66f4\u8981\u95ee"\u534a\u5e74\u540e\u5982\u679c\u6a21\u578b\u80fd\u529b\u63d0\u534710\u500d，\u6211\u4eec\u7684\u67b6\u6784\u80fd\u5426\u65e0\u7f1d\u9002\u914d"\u3002<\/p>\n

\u7b2c\u4e8c，\u6784\u5efa\u53ef\u9760\u7684\u4e0a\u4e0b\u6587\u7ba1\u7406\u7b56\u7565\u3002\u4e0a\u4e0b\u6587\u7a97\u53e3\u867d\u7136\u8d8a\u6765\u8d8a\u5927，\u4f46\u5e76\u4e0d\u610f\u5473\u7740\u53ef\u4ee5\u65e0\u8111\u585e\u5165\u6240\u6709\u4fe1\u606f\u3002\u9700\u8981\u8bbe\u8ba1\u5206\u5c42\u7ea7\u7684\u4e0a\u4e0b\u6587\u7ed3\u6784：\u6838\u5fc3\u6307\u4ee4\u5c42\u3001\u5f53\u524d\u4efb\u52a1\u5c42\u3001\u5386\u53f2\u6458\u8981\u5c42\u548c\u53c2\u8003\u77e5\u8bc6\u5c42\u3002\u6bcf\u4e00\u5c42\u6709\u660e\u786e\u7684\u4f18\u5148\u7ea7\u548c\u6dd8\u6c70\u7b56\u7565\u3002<\/p>\n

\u7b2c\u4e09，\u5de5\u5177\u8c03\u7528\u7684\u6807\u51c6\u5316\u4e0e\u5bb9\u9519\u3002Agent\u9700\u8981\u8c03\u7528\u5916\u90e8API\u3001\u6570\u636e\u5e93\u3001\u6587\u4ef6\u7cfb\u7edf\u7b49\u5de5\u5177\u3002\u5de5\u5177\u8c03\u7528\u7684\u53ef\u9760\u6027\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u3002\u9700\u8981\u5b9e\u73b0\u7edf\u4e00\u7684\u5de5\u5177\u6ce8\u518c\u673a\u5236\u3001\u53c2\u6570\u6821\u9a8c\u3001\u8d85\u65f6\u91cd\u8bd5\u548c\u964d\u7ea7\u7b56\u7565\u3002\u5f53\u67d0\u4e2a\u5de5\u5177\u4e0d\u53ef\u7528\u65f6，Agent\u5e94\u80fd\u81ea\u52a8\u5207\u6362\u5230\u5907\u9009\u65b9\u6848\u6216\u5411\u7528\u6237\u660e\u786e\u8bf4\u660e\u9650\u5236\u3002<\/p>\n

\u7b2c\u56db，\u8bb0\u5fc6\u7cfb\u7edf\u7684\u5206\u5c42\u8bbe\u8ba1\u3002\u77ed\u671f\u8bb0\u5fc6\u7528\u4e8e\u5f53\u524d\u5bf9\u8bdd\u7684\u4e0a\u4e0b\u6587\u7ef4\u62a4，\u4e2d\u671f\u8bb0\u5fc6\u7528\u4e8e\u4f1a\u8bdd\u5185\u7684\u72b6\u6001\u8ffd\u8e2a，\u957f\u671f\u8bb0\u5fc6\u7528\u4e8e\u7528\u6237\u504f\u597d\u548c\u9886\u57df\u77e5\u8bc6\u7684\u6301\u4e45\u5316\u5b58\u50a8\u3002\u5411\u91cf\u6570\u636e\u5e93\u662f\u5b9e\u73b0\u8bed\u4e49\u8bb0\u5fc6\u7684\u4e3b\u6d41\u65b9\u6848，\u4f46\u9700\u8981\u914d\u5408\u7ed3\u6784\u5316\u5b58\u50a8\u6765\u5904\u7406\u7cbe\u786e\u5339\u914d\u573a\u666f\u3002<\/p>\n

\u7b2c\u4e94，\u8bc4\u6d4b\u4f53\u7cfb\u7684\u95ed\u73af\u5efa\u8bbe\u3002\u6ca1\u6709\u8bc4\u6d4b\u5c31\u6ca1\u6709\u8fed\u4ee3\u65b9\u5411\u3002\u9700\u8981\u5efa\u7acb\u591a\u5c42\u6b21\u7684\u8bc4\u6d4b\u4f53\u7cfb：\u5355\u5143\u7ea7\u8bc4\u6d4b\u9488\u5bf9\u5355\u4e2a\u5de5\u5177\u8c03\u7528\u6216\u63a8\u7406\u6b65\u9aa4，\u6d41\u7a0b\u7ea7\u8bc4\u6d4b\u9488\u5bf9\u5b8c\u6574\u4efb\u52a1\u94fe\u8def，\u7aef\u5230\u7aef\u8bc4\u6d4b\u9488\u5bf9\u771f\u5b9e\u7528\u6237\u573a\u666f\u3002\u8bc4\u6d4b\u6307\u6807\u5e94\u8986\u76d6\u51c6\u786e\u6027\u3001\u5b8c\u6574\u6027\u3001\u6548\u7387\u3001\u5b89\u5168\u6027\u548c\u7528\u6237\u6ee1\u610f\u5ea6\u3002<\/p>\n

\u7b2c\u516d，\u6210\u672c\u6cbb\u7406\u4e0e\u4f18\u5316\u3002\u5927\u6a21\u578bAPI\u8c03\u7528\u6210\u672c\u662f\u6301\u7eed\u8fd0\u8425\u7684\u6838\u5fc3\u8003\u91cf\u3002\u9700\u8981\u5b9e\u73b0Token\u7528\u91cf\u7684\u5b9e\u65f6\u76d1\u63a7\u3001\u667a\u80fd\u7f13\u5b58\u51cf\u5c11\u91cd\u590d\u8c03\u7528\u3001\u6a21\u578b\u8def\u7531\u6839\u636e\u4efb\u52a1\u590d\u6742\u5ea6\u9009\u62e9\u5408\u9002\u89c4\u6a21\u7684\u6a21\u578b\u3001\u4ee5\u53ca\u6279\u5904\u7406\u5408\u5e76\u51cf\u5c11API\u8c03\u7528\u6b21\u6570\u3002<\/p>\n

\u7b2c\u4e03，\u53ef\u89c2\u6d4b\u6027\u4e0e\u5b89\u5168\u6cbb\u7406\u3002\u751f\u4ea7\u73af\u5883\u4e2d\u7684Agent\u9700\u8981\u5b8c\u6574\u7684\u65e5\u5fd7\u8ffd\u8e2a\u3001\u6027\u80fd\u76d1\u63a7\u548c\u5f02\u5e38\u544a\u8b66\u3002\u5b89\u5168\u65b9\u9762\u9700\u8981\u5b9e\u73b0\u6743\u9650\u6700\u5c0f\u5316\u539f\u5219\u3001\u654f\u611f\u4fe1\u606f\u8fc7\u6ee4\u3001\u8f93\u5165\u8f93\u51fa\u5ba1\u67e5\u548c\u6c99\u7bb1\u9694\u79bb\u6267\u884c\u3002<\/p>\n

\u56db\u3001\u4eceDemo\u5230\u751f\u4ea7\u7ea7\u4ea4\u4ed8\u7684\u5173\u952e\u8def\u5f84<\/h3>\n

\u5c06Agent\u4eceDemo\u63a8\u5411\u751f\u4ea7\u73af\u5883，\u9700\u8981\u8de8\u8d8a\u51e0\u4e2a\u5173\u952e\u9e3f\u6c9f\u3002\u9996\u5148\u662f\u53ef\u9760\u6027\u9e3f\u6c9f：Demo\u4e2d90%\u7684\u6210\u529f\u7387\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u53ef\u80fd\u610f\u5473\u7740\u6bcf10\u6b21\u4ea4\u4e92\u5c31\u67091\u6b21\u5931\u8d25，\u8fd9\u5bf9\u7528\u6237\u4f53\u9a8c\u662f\u707e\u96be\u6027\u7684\u3002\u9700\u8981\u901a\u8fc7\u5197\u4f59\u8bbe\u8ba1\u3001\u964d\u7ea7\u7b56\u7565\u548c\u4eba\u5de5\u515c\u5e95\u673a\u5236\u5c06\u6210\u529f\u7387\u63d0\u5347\u523099%\u4ee5\u4e0a\u3002<\/p>\n

\u5176\u6b21\u662f\u6027\u80fd\u9e3f\u6c9f：Demo\u4e2d\u7684\u5355\u6b21\u8c03\u7528\u5ef6\u8fdf\u53ef\u80fd\u57282-3\u79d2，\u4f46\u751f\u4ea7\u73af\u5883\u9700\u8981\u652f\u6301\u9ad8\u5e76\u53d1，\u5ef6\u8fdf\u5fc5\u987b\u63a7\u5236\u5728\u6beb\u79d2\u7ea7\u3002\u8fd9\u9700\u8981\u5f15\u5165\u5f02\u6b65\u5904\u7406\u3001\u6d41\u5f0f\u8f93\u51fa\u3001\u8bf7\u6c42\u961f\u5217\u548c\u8d1f\u8f7d\u5747\u8861\u7b49\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n

\u6700\u540e\u662f\u8fed\u4ee3\u9e3f\u6c9f：Demo\u53ef\u4ee5\u5feb\u901f\u4fee\u6539Prompt\u91cd\u65b0\u6d4b\u8bd5，\u4f46\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u6bcf\u6b21\u53d8\u66f4\u90fd\u53ef\u80fd\u5f71\u54cd\u5927\u91cf\u7528\u6237\u3002\u9700\u8981\u5efa\u7acb\u7070\u5ea6\u53d1\u5e03\u3001A\/B\u6d4b\u8bd5\u548c\u81ea\u52a8\u5316\u56de\u5f52\u6d4b\u8bd5\u673a\u5236，\u786e\u4fdd\u6bcf\u6b21\u8fed\u4ee3\u90fd\u662f\u53ef\u63a7\u7684\u3002<\/p>\n

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