\u672c\u7bc7\u6587\u7ae0\u6536\u5f55\u5728[\u6742\u8c08\u96c6]<\/p>\n\n\n\n
[\u6742\u8c08\u96c6]\u5c31\u662f\u4ec0\u4e48\u90fd\u8bf4\uff0c\u4ec0\u4e48\u90fd\u8bb2\uff0c\u4f60\u600e\u4e48\u60f3\uff0c\u6211\u4e0d\u8d1f\u8d23\u3002<\/p>\n\n\n\n
Kimi\uff0c\u6216\u8005\u8bf4moonshot\u6708\u4e4b\u6697\u9762\uff0c\u662f\u56fd\u5185\u6211\u6700\u5173\u6ce8\u7684\u4eba\u5de5\u667a\u80fd\u516c\u53f8\uff0c\u4e0d\u662f\u8bf4\u4ed6\u7684\u80fd\u529b\u6709\u591a\u51fa\u5f69\uff0c\u800c\u662f\u4ed6\u505a\u7684\u4e1c\u897f\u5f88\u6709taste\uff0c\u6709\u70b9think different\u7684\u6837\u5b50\u3002<\/p>\n\n\n\n
\u4ece\u4e00\u5f00\u59cb\u7684KIMI K2\u6a21\u578b\uff0ckimi\u4e00\u76f4\u7684taste\u7ed9\u6211\u7684\u5370\u8c61\u662f\u66f4[\u7406\u6027]\uff0c[\u4e13\u4e1a]\uff0c[ponk]\u548c[\u6781\u5ba2]\u3002\u5728\u6587\u5b57\u7684\u5904\u7406\u65b9\u9762\uff0c\u6211\u89c9\u5f97\u4ed6\u4e0d\u5982DeepSeek\u8fd9\u79cd\u6a21\u578b\uff0c\u6211\u4e5f\u4e0d\u592a\u9700\u8981\u3002<\/p>\n\n\n
\u770b\u5230KIMI K2.5\u6a21\u578b\u7684\u65f6\u5019\uff0c\u9605\u8bfb\u5b8c\u4ed6\u4eec\u7684\u516c\u4f17\u53f7\u6587\u7ae0\uff0c\u6211\u601d\u8003\u4e86\u4e24\u5206\u949f\uff0c\u624d\u660e\u767d\u4ec0\u4e48\u662fagent\u96c6\u7fa4\u3002agent\u96c6\u7fa4\u7684\u82f1\u6587\u662f agent swarm\uff0c\u6216\u8bb8\u8fd9\u66f4\u597d\u7406\u89e3\u4e00\u4e9b\uff0cswarm\uff0c\u76f8\u6bd4\u96c6\u7fa4\uff0c\u66f4\u80fd\u611f\u53d7\u5230\u4ece[\u5355\u5175\u4f5c\u6218]\u5230[\u8702\u5de2\u601d\u8003]\u7684\u8dc3\u5347\u3002<\/p>\n\n\n\n
\u4e00\u4e2a[M AGENT]\u901a\u8fc7\u5206\u5e03\u5f0f\u7684\u8d85\u957f\u4e0a\u4e0b\u6587\uff0c\u628a\u6ce8\u610f\u529b\u5206\u6563\u5230\u5404\u4e2a[sub agent]\u7684\u7ed3\u679c\u4e0a\uff0c\u5c06\u6574\u4e2a\u590d\u6742\u4efb\u52a1\u4ee5[agent]\u4e3a\u5355\u4f4d\u8fdb\u884c\u62c6\u5206\uff0c\u9ad8\u6821\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n\n\n\n
\u6216\u8bb8\u4f60\u65e0\u6cd5\u7406\u89e3\uff0c\u90a3\u4e48\u6211\u4e3e\u4e2a\u4f8b\u5b50\uff0c[\u8702\u5de2]\u3002\u81ea\u7136\u754c\u4e2d\uff0c\u5973\u738b\u8702\uff08\u6700\u8fd1\u6e38\u620f\u6253\u591a\u4e86\uff0c\u4f60\u7406\u89e3\u5c31\u597d\uff09\u4e3a\u4e86\u63a7\u5236\u6574\u4e2a\u8702\u5de2\uff0c\u4e0d\u65ad\u7684\u91ca\u653e\u4fe1\u606f\u7d20\uff0c\u5373[\u53d1\u5e03\u6307\u4ee4]\u3002\u6307\u4ee4\u53d1\u5e03\u540e\uff0c\u5973\u738b\u8702\u4e0d\u4f1a\u7ba1\u5de5\u8702\u4f1a\u600e\u4e48\u505a\uff0c\u4e5f\u4e0d\u4f1a\u7ba1\u5de5\u8702\u6709\u4e86\u4ec0\u4e48\u624b\u6bb5\uff0c\u5bf9\u4e8e\u5973\u738b\u8702\uff0c\u53ea\u8981\u5b8c\u6210\u4efb\u52a1\u5373\u53ef\uff0c\u800c\u5973\u738b\u8702\uff0c\u4e5f\u53ea\u5ba1\u9605\u5de5\u8702\u5b8c\u6210\u7684\u7ed3\u679c\u3002\u6240\u4ee5\u5bf9\u4e8e\u5973\u738b\u8702\u6765\u8bf4\uff0c\u5979\u9700\u8981\u505a\u7684\u662f\uff1a[\u601d\u8003]\u2192[\u5206\u914d\u4efb\u52a1]\u2192[\u68c0\u67e5\u7ed3\u679c]\u2192[\u601d\u8003]\u2192[\u5206\u914d\u4efb\u52a1]\u2192……<\/p>\n\n\n\n
\u5728\u8fd9\u91cc\uff0c\u5973\u738b\u8702\u5c31\u662f[M AGENT]\uff0c\u5de5\u8702\u5c31\u662f[sub agent]\u3002<\/p>\n\n\n\n
\u8fd9\u5c31\u662fAGENT SWARM\uff0c\u975e\u5e38different\u3002<\/p>\n\n\n
\u4f60\u5e72\u561b\uff01AGENT SWARM\u90fd\u8bf4\u5b8c\u4e86\uff0c\u600e\u4e48\u53c8\u8981\u8bf4AGENT\u3002<\/p>\n\n\n\n
\u6211\u8ba4\u4e3a\u8fd9\u662f\u4e24\u4e2a\u4e1c\u897f\u3002<\/p>\n\n\n\n
\u6211\u4eec\u6765\u60f3\u4e00\u4e2a\u95ee\u9898\uff0c[M AGENT]\u5206\u914d\u4efb\u52a1\u7684\u65f6\u5019\uff0c\u662f\u50cf\u5973\u738b\u8702\u4e00\u6837\u91ca\u653e\u4fe1\u606f\u7d20\uff0c\u5373[\u6307\u4ee4]\uff0c\u8fd8\u662f\u8bf4\u6709\u4e9b\u53c2\u5dee\u3002<\/p>\n\n\n\n
\u5047\u8bf4\u3002\u5047\u8bf4\u2013\u6f14\u7ece\u6cd5\u662f\u63a2\u7d22\u751f\u7269\u5b66\u7684\u57fa\u672c\u65b9\u6cd5\u4e4b\u4e00\u3002<\/p>\n\n\n\n
\u5047\u8bf4\uff0c[M AGENT]\u50cf\u5973\u738b\u8702\u4e00\u6837\uff0c\u53ea\u7ed9\u51fa\u6307\u4ee4\uff0c\u201c\u4f60\uff0c\u4f60\u53bb\u628a\u56fe\u7eb8\u753b\u51fa\u6765\u201d\u201c\u4f60\uff0c\u4f60\u53bb\u628a\u8fd9\u5806\u6570\u636e\u5904\u7406\u4e86\u201d\u201c\u4f60\uff0c\u4f60\u53bb\u6b7b\u5427\u201d\uff0c\u7ed3\u679c\u663e\u800c\u6613\u89c1\uff0cAgent\u53ea\u4f1a\u4ec0\u4e48\u90fd\u4e0d\u77e5\u9053\uff0c\u65e0\u5934\u82cd\u8747\u4e00\u6837\uff0c\u4ec0\u4e48\u90fd\u5e72\u4e0d\u4e86\u3002\u4f46\u662f\u4e8b\u5b9e\uff0c\u5973\u738b\u8702\u5c31\u662f\u8fd9\u6837\u505a\u7684\uff0c\u53ea\u7ed9\u51fa\u4e86\u6307\u4ee4\uff0c\u5de5\u8702\u5e72\u5f97\u597d\u597d\u7684\u3002\u4e3a\u4ec0\u4e48\uff0c\u56e0\u4e3a\uff0c\u522b\u5fd8\u8bb0\uff0c\u5973\u738b\u8702\u548c\u5de5\u8702\uff0c\u5728\u751f\u7269\u5b66\u4e0a\uff0c\u53ea\u662fDNA\u7532\u57fa\u5316\u9020\u5c31\u7684\u533a\u522b\u3002\u6b38\uff1fDNA\uff1f\uff01\u662f\u7684\uff0c\u5de5\u8702\u7684\u9aa8\u5b50\u91cc\u5b58\u50a8\u7740\u5904\u7406[\u6307\u4ee4]\u7684SOP\u3002<\/p>\n\n\n\n
\u5982\u4f55\u8ba9[sub agent]\u62e5\u6709\u5904\u7406\u6307\u4ee4\u7684SOP\uff1f\u57fa\u672c\u505a\u4e0d\u5230\u3002\u56e0\u4e3aSOP\u662f[\u6807\u51c6\u64cd\u4f5c\u7a0b\u5e8f]\uff0c\u5bf9\u4e8e\u5982\u6b64\u591a\u53d8\u7684\u4e16\u754c\uff0c\u5982\u6b64\u591a\u6837\u7684\u4efb\u52a1\u6765\u8bf4\uff0c\u4ece\u6765\u4e0d\u5b58\u5728SOP\uff0c\u6216\u8bb8\u4f60\u4f1a\u8bf4\uff0c\u6211\u6709[skill]\uff01\uff0c\u5f97\u4e86\u5427\uff0cskill\u6709\u7528\u7684\u8bdd\uff0c\u8fd8\u8981\u4eba\u5de5\u667a\u80fd\u5e72\u4ec0\u4e48\uff0c\u6240\u6709\u4eba\u73b0\u5728\u5f00\u59cb\u628a\u8fd9\u4e16\u754c\u4e0a\u7684\u4e00\u5207\u84b8\u998f\u6210skill\u5c31\u597d\u4e86\uff0cSKILL\u7684\u672c\u8d28\u4e5f\u662fSOP\u3002<\/p>\n\n\n\n
\u662f\u7684\uff0c\u6211\u4eec\u8981\u8ba9[sub agent]\u62e5\u6709\u548c[M AGENT]\u4e00\u6837\u7684\u57fa\u56e0\uff0c\u4e00\u6837\u7684storage\uff0c\u4e00\u6837\u7684\u5e93\u3002<\/p>\n\n\n
[sub agent]\u662f[\u8702\u7fa4]\uff0c\u5982\u4f55\u8ba9\u6bcf\u53ea\u8702\u90fd\u6709\u7740\u540c\u6837\u7684\u57fa\u56e0\uff0c\u4f46\u662f\u505a\u7740\u4e0d\u4e00\u6837\u7684\u4e8b\u3002\u7b54\u6848\u662f[\u9009\u62e9\u6027\u8868\u8fbe]\u3002<\/p>\n\n\n\n
\u53c8\u5230\u4e86\u751f\u7269\u5b66\u65f6\u523b\uff0c\u751f\u7269\u4f53\u5728\u53d1\u80b2\u7684[\u4e0d\u540c\u65f6\u671f]\uff0c[\u4e0d\u540c\u90e8\u4f4d]\uff0c\u8868\u8fbe\u57fa\u56e0\u7ec4\u7684\u4e0d\u540c\u57fa\u56e0\uff0c\u88ab\u79f0\u4e3a\u57fa\u56e0\u7684\u9009\u62e9\u6027\u8868\u8fbe\u3002<\/p>\n\n\n\n
[\u8702\u7fa4]\u4e2d\u7684\u6bcf\u53ea\u8702\u867d\u7136\u643a\u5e26\u6240\u6709\u57fa\u56e0\uff0c\u4f46[\u8868\u8fbe\u4ec0\u4e48]\uff0c[\u4ec0\u4e48\u65f6\u5019\u8868\u8fbe]\uff0c[\u8868\u8fbe\u591a\u5c11]\uff0c\u662f\u7531\u5973\u738b\u8702\u51b3\u5b9a\u7684\u3002<\/p>\n\n\n\n
[sub agent]\u867d\u7136\u62e5\u6709\u7740\u6240\u6709\u7684storage\uff0c\u4f46[\u77e5\u9053\u4ec0\u4e48]\uff0c[\u4ec0\u4e48\u65f6\u5019\u77e5\u9053]\uff0c[\u77e5\u9053\u591a\u5c11]\uff0c\u662f\u7531[M AGENT]\u51b3\u5b9a\u7684\u3002<\/p>\n\n\n\n
\u73b0\u5728\uff0c\u660e\u4e86\u4e86\u5417\uff1f<\/p>\n\n\n\n
[sub agent]\u662f\u7531[M AGENT]\u521b\u9020\u7684\u4e00\u4e2a\u53c8\u4e00\u4e2a[\u5206\u8eab]\uff0c[M AGENT]\u4eb2\u624b\u7ed9\u4e88\u4e86\u6bcf\u4e00\u4e2a[sub agent]\u8bb0\u5fc6\uff0c\u4efb\u52a1\uff0c\u6307\u4ee4\uff0c\u4ee5\u53ca\u6700\u91cd\u8981\u7684\uff0c\u7075\u9b42\u3002\u800c\u6240\u6709\u7684\u8bb0\u5fc6\uff0c\u4efb\u52a1\uff0c\u6307\u4ee4\uff0c\u90fd\u6765\u81ea\u4e8e[M AGENT]\uff0c\u4f46\u662f\u7075\u9b42\uff0c\u662f[SUB AGENT]\u81ea\u5df1\u7684\u3002\u4e3a\u4ec0\u4e48\uff1f\u56e0\u4e3a\u7075\u9b42\uff0c\u662f\u4f60\u6211\u5373\u4f7f\u62e5\u670999.93\uff05\u7684\u5b8c\u5168\u4e00\u81f4\u57fa\u56e0\u7684\u60c5\u51b5\u4e0b\uff0c\u552f\u4e00\u65e0\u6cd5\u6ce8\u5165\u7684\u4e1c\u897f\u3002\u4f46\u662f\u5176\u4ed6\u7684\uff0c\u90fd\u53ef\u4ee5\u901a\u8fc7prompt\u88ab\u8d4b\u4e88\u3002<\/p>\n\n\n\n
\u8fd9\u662f sub agent\uff0c\u662f\u4e0d\u662f\u5f88different\u3002<\/p>\n\n\n
\u73b0\u5728\uff0c\u62e5\u6709\u4e86[M AGENT]\uff0c\u4ee5\u53ca[M agent]\u521b\u9020\u7684\u65e0\u6570[sub agent]\u4e86\uff0c\u5417\uff1f<\/p>\n\n\n\n
[M AGENT]\u8be5\u5982\u4f55\u77e5\u9053\u4f55\u65f6\u521b\u5efa\u5206\u8eab\uff0c\u521b\u5efa\u4ec0\u4e48\u6837\u7684\u5206\u8eab\uff0c\u5206\u8eab\u4f55\u65f6\u51fa\u73b0\uff0c\u4f55\u65f6\u6478\u900f(\u8fd9\u8c8c\u4f3c\u662f\u5f20\u9707\u5cb3\u7684\u6b4c\u8bcd\uff0c\u4e32\u53f0\u4e86\uff0c\u62b1\u6b49)\u3002\u96be\u9053\u8bf4\uff0c\u5728\u4efb\u52a1\u521a\u5f00\u59cb\uff0c[M AGENT]\u5c31\u8981\u521b\u5efa\u4e0d\u53ef\u8ba1\u6570\u7684[sub sgent]\uff0c\u4ec0\u4e48\u65f6\u5019\u7528\u54ea\u4e2a\uff0c\u5c31\u4ec0\u4e48\u65f6\u5019\u5524\u9192\uff1f\u76f4\u89c9\u544a\u8bc9\u6211\u4eec\uff0c\u4e0d\u592a\u5bf9\u3002<\/p>\n\n\n\n
\u770b\u770b\u5973\u738b\u8702\u662f\u600e\u4e48\u505a\u7684\uff0c\u6216\u8005\u8bf4\uff0c\u770b\u770b[\u8fdb\u5316]\u662f\u600e\u4e48\u505a\u7684\u3002<\/p>\n\n\n\n
\u4e00\u76f4\u5de5\u8702\u5728\u8702\u65cf\u53ea\u80fd\u5b58\u5728\u4e00\u5c0f\u6bb5\u65f6\u95f4\uff0c\u5c31\u6b7b\u6389\u4e86\u3002\u6bcf\u4e2a\u65f6\u95f4\u6bb5\u51fa\u751f\u7684\u8702\u79cd\uff0c\u4e5f\u5404\u4e0d\u76f8\u540c\u3002<\/p>\n\n\n\n
\u660e\u4e86\u4e86\u5417\uff1f<\/p>\n\n\n\n
\u5176\u5b9e\u5973\u738b\u8702\u505a\u7684\u662f[\u601d\u8003]\u2192[\u521b\u5efa\u5206\u8eab]\u2192[\u5206\u914d\u4efb\u52a1]\u2192[\u68c0\u67e5\u7ed3\u679c]\u2192[\u601d\u8003]\u2192[\u521b\u5efa\u5206\u8eab]\u2192[\u5206\u914d\u4efb\u52a1]\u2192[\u68c0\u67e5\u7ed3\u679c]\u2192[\u601d\u8003]……<\/p>\n\n\n\n
\u8702\u65cf\u4e2d\u6ca1\u6709\u8c01\u662f\u4e00\u76f4\u5b58\u5728\u7684\uff0c\u9664\u4e86\u5973\u738b\u8702\u3002<\/p>\n\n\n\n
\u6c99\u7bb1\u91cc\u6ca1\u6709\u8c01\u662f\u4e00\u76f4\u5b58\u5728\u7684\uff0c\u9664\u4e86K2.6\u3002<\/p>\n\n\n
\u5982\u679c\u4f60\u6ca1\u4f53\u9a8c\u8fc7AGENT SWARM\uff0c\u4e0d\u5fc5\u9057\u61be\uff0c\u56e0\u4e3a\u73b0\u9636\u6bb5\uff0c\u5b83\u505a\u4e0d\u4e86\u4ec0\u4e48\u771f\u6b63\u80fd\u591f\u64bc\u52a8\u4e16\u754c\u7684\u4e8b\u60c5\uff0c\u4f46\u5982\u679c\u4f60\u611f\u5174\u8da3\uff0c\u53ef\u4ee5\u8ddf\u6211\u4e00\u8d77\u89c2\u5bdf\u4e00\u4e0b\uff0c\u50cf\u751f\u6001\u5b66\u5bb6\u4e00\u6837\u89c2\u5bdf\u4e00\u4e0b\uff0cAGENT SWARM\u662f\u600e\u4e48\u5de5\u4f5c\u7684\u3002<\/p>\n\n\n
[loading]<\/p>\n\n\n
[loading]<\/p>\n\n\n
\u5230\u8fd9\u91cc\uff0c\u4f60\u662f\u5426\u5f00\u59cb\u660e\u767d\uff0c\u4f60\u662f\u5426\u5f00\u59cb\u61c2\u5f97\uff0cAGENT SWARM\u4e4b\u540e\uff0c\u8be5\u505a\u4ec0\u4e48\u3002<\/p>\n\n\n\n
BRIAN SCIENCE.<\/p>\n\n\n\n
\u8bb0\u5fc6\uff0c\u7ecf\u9a8c\uff0c\u611f\u77e5\uff0c\u5206\u533a\uff0c\u5b66\u4e60\u3002<\/p>\n\n\n\n
\u5b58\u50a8\uff0cSKILL\uff0c\u4f20\u611f\u5668\uff0csubagent\uff0c\u8fed\u4ee3\u3002<\/p>\n\n\n\n
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