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\u5728\u98de\u4e66\u6df1\u8bfa\u770b\u6765\uff0c\u771f\u6b63\u7684\u591a\u667a\u80fd\u4f53\u9700\u8981\u8fbe\u5230\u4e94\u9879\u6807\u51c6\uff1a\u53ef\u4fe1\u4efb\u3001\u53ef\u534f\u540c\u3001\u53ef\u843d\u5730\u3001\u53ef\u9a8c\u8bc1\u3001\u53ef\u8fdb\u5316\u3002<\/p>\n

\u5b83\u9700\u8981\u7406\u89e3\u771f\u5b9e\u4e1a\u52a1\uff0c\u8ba9\u591a\u4e2aAgent\u56f4\u7ed5\u540c\u4e00\u4e2a\u76ee\u6807\u534f\u4f5c\uff1b\u5f97\u51fa\u7684\u7ed3\u8bba\u80fd\u591f\u68c0\u67e5\uff0c\u6267\u884c\u7ed3\u679c\u4e5f\u80fd\u53cd\u8fc7\u6765\u4f18\u5316\u7cfb\u7edf\u3002<\/p>\n

\u66f4\u5173\u952e\u7684\u662f\uff0c\u884c\u4e1a\u667a\u80fd\u65e0\u6cd5\u9760\u51e0\u4e2a\u6a21\u578b\u8fc5\u901f\u62fc\u51fa\u6765\u3002<\/p>\n

\u5728\u98de\u4e66\u6df1\u8bfa\u770b\u6765\uff0c\u4e00\u4e2a\u771f\u6b63\u7684\u884c\u4e1a\u667a\u80fd\u4f53\u9700\u8981\u4ece\u4e1a\u52a1\u4e2d\u957f\u51fa\u6765\uff0c\u80cc\u540e\u81f3\u5c11\u8981\u6709\u5341\u5e74\u7684\u884c\u4e1a\u5b9e\u8df5\u3002<\/p>\n

\u5b83\u8981\u61c2\u5a92\u4f53\u5e73\u53f0\uff0c\u4e5f\u8981\u7406\u89e3\u5ba2\u6237\u75db\u70b9\u548c\u5e02\u573a\u53d8\u5316\uff0c\u6700\u7ec8\u8fd8\u8981\u9762\u5bf9\u771f\u5b9e\u7684\u5546\u4e1a\u7ed3\u679c\u3002<\/p>\n

\u98de\u4e66\u6df1\u8bfa\u5c06Marvy 2.0\u5b9a\u4f4d\u4e3a\u4e00\u4e2a\u300c\u4f1a\u601d\u8003\u7684\u8425\u9500\u5927\u8111\u300d\u3002<\/p>\n

\u5b83\u5c06\u51fa\u6d77\u8425\u9500\u7684\u5b8c\u6574\u94fe\u8def\u88c5\u8fdb\u4e86\u540c\u4e00\u5957AgentOS\u3002\u8fd9\u5957\u7cfb\u7edf\u7531\u4e94\u5927\u4e13\u4e1aAgent\u7ec4\u6210\uff1a<\/p>\n

\u5728\u4e94\u5927Agent\u4e4b\u4e0a\uff0cSupervisor Agent\u4f1a\u6839\u636e\u4f01\u4e1a\u76ee\u6807\u62c6\u89e3\u4efb\u52a1\uff0c\u5224\u65ad\u54ea\u4e9b\u5de5\u4f5c\u53ef\u4ee5\u5e76\u884c\uff0c\u54ea\u4e9b\u5fc5\u987b\u7b49\u5f85\u4e0a\u6e38\u7ed3\u679c\u3002<\/p>\n

\u4e94\u5927Agent\u5171\u4eab\u4e0a\u4e0b\u6587\u548c\u4efb\u52a1\u72b6\u6001\uff0c\u5e76\u5bf9\u5f7c\u6b64\u7684\u7ed3\u8bba\u8fdb\u884c\u4ea4\u53c9\u9a8c\u8bc1\u3002\u51fa\u73b0\u5206\u6b67\u65f6\uff0cSupervisor\u8d1f\u8d23\u534f\u8c03\uff1b\u6d89\u53ca\u9884\u7b97\u548c\u54c1\u724c\u5b89\u5168\u7684\u5173\u952e\u8282\u70b9\uff0c\u4ecd\u7136\u4fdd\u7559\u4eba\u5de5\u786e\u8ba4\u3002<\/p>\n

\u5982\u679c\u4f60\u662f\u4e13\u4e1a\u8425\u9500\u4eba\uff0c\u6216\u8bb8\u80fd\u770b\u51fa\u6765\uff0c\u8fd9\u4e94\u5927Agent\u5bf9\u5e94\u7684\u6b63\u662f\u771f\u5b9e\u51fa\u6d77\u8425\u9500\u4e2d\u53cd\u590d\u9047\u5230\u7684\u95ee\u9898\uff1a<\/p>\n

\u5e02\u573a\u770b\u4e0d\u6e05\u3001\u7b56\u7565\u96be\u5236\u5b9a\u3001\u521b\u610f\u4e0e\u6295\u653e\u8131\u8282\uff0c\u6295\u540e\u6570\u636e\u53c8\u65e0\u6cd5\u53ca\u65f6\u53cd\u54fa\u524d\u9762\u7684\u5224\u65ad\u3002<\/p>\n

Marvy 2.0\u4ece\u4e00\u5f00\u59cb\u5c31\u56f4\u7ed5\u5ba2\u6237\u9700\u6c42\u8bbe\u8ba1\uff0c\u4ea7\u54c1\u5df2\u7ecf\u8fdb\u5165\u771f\u5b9e\u4f01\u4e1a\u7684\u8425\u9500\u6d41\u7a0b\uff0c\u5e76\u83b7\u5f97\u4e86\u6b63\u5411\u53cd\u9988\u3002<\/p>\n

\u67d0\u4e2d\u56fd\u6d88\u8d39\u7535\u5b50\u54c1\u724c\u5f00\u62d3\u5c3c\u65e5\u5229\u4e9a\u5e02\u573a\u65f6\uff0c\u5c31\u5c06Marvy 2.0\u7528\u4e8e\u5b9e\u9645\u9879\u76ee\u3002<\/p>\n

Marvy 2.0\u5148\u5206\u6790\u5f53\u5730\u6d88\u8d39\u8005\u3001\u7ade\u4e89\u683c\u5c40\u548c\u5386\u53f2\u6295\u653e\u6570\u636e\uff0c\u518d\u5236\u5b9a\u5a92\u4f53\u53ca\u521b\u610f\u7b56\u7565\uff0c\u5b8c\u6210\u5e7f\u544a\u6295\u653e\uff0c\u5e76\u6839\u636e\u5b9e\u9645\u6548\u679c\u6301\u7eed\u8c03\u6574\u524d\u9762\u7684\u5224\u65ad\u3002<\/p>\n

\u6309\u7167\u4f20\u7edf\u6a21\u5f0f\uff0c\u8fd9\u9879\u4efb\u52a1\u9700\u8981\u4e00\u4e2a\u5168\u94fe\u8def\u6295\u653e\u56e2\u961f\u8017\u65f6\u4e00\u4e2a\u6708\u624d\u80fd\u5b8c\u6210\u3002<\/p>\n

\u63a5\u5165Marvy 2.0\u540e\uff0c\u8be5\u9879\u76ee\u6574\u4f53\u4f18\u5316\u6548\u7387\u63d0\u534774%\uff0c\u4eba\u5de5\u8017\u65f6\u51cf\u5c1189%\u3002<\/p>\n

\u8fd9\u8bf4\u660e\u5728\u8fc7\u53bb\u5355\u70b9\u7684AI\u5185\u5bb9\u751f\u4ea7\u4e4b\u5916\uff0cMarvy 2.0\u5df2\u7ecf\u5448\u73b0\u51fa\u53e6\u4e00\u79cd\u53ef\u80fd\uff1aAI\u5f00\u59cb\u8fdb\u5165\u5e02\u573a\u7814\u7a76\u3001\u7b56\u7565\u5236\u5b9a\u3001\u9884\u7b97\u5206\u914d\u3001\u5e7f\u544a\u6267\u884c\u548c\u6295\u540e\u590d\u76d8\u3002<\/p>\n

\u51fa\u6d77\u8425\u9500\u672c\u8eab\u4e5f\u5f88\u9002\u5408Agent\u534f\u4f5c\uff0c\u5b83\u8de8\u5e02\u573a\u3001\u8de8\u5e73\u53f0\uff0c\u73af\u8282\u591a\u3001\u5468\u671f\u957f\uff0c\u540c\u65f6\u6301\u7eed\u4ea7\u751f\u5927\u91cf\u6570\u636e\u3002<\/p>\n

\u8fc7\u53bb\u4f9d\u8d56\u4e0d\u540c\u56e2\u961f\u4eba\u5de5\u8854\u63a5\u7684\u6d41\u7a0b\uff0c\u5df2\u7ecf\u5177\u5907\u88abAI\u91cd\u65b0\u7ec4\u7ec7\u7684\u6761\u4ef6\u3002<\/p>\n

\u5f53\u7136\uff0c\u8dd1\u901a\u6d41\u7a0b\u53ea\u80fd\u8bc1\u660eMarvy 2.0\u80fd\u5e72\u6d3b\u3002\u95ee\u9898\u5728\u4e8e\uff1aMarvy 2.0\u51ed\u4ec0\u4e48\u53ef\u4fe1\u4efb\uff1f<\/p>\n

\u8fd9\u5c31\u8981\u770b\u770b\u5b83\u80cc\u540e\u7684\u6280\u672f\u4f18\u52bf\u4e86\u3002<\/p>\n

Marvy 2.0\u7684\u7b2c\u4e00\u5c42\u6280\u672f\u4f18\u52bf\uff0c\u6765\u81ea\u771f\u5b9e\u7684\u8425\u9500\u6570\u636e\u548c\u5782\u76f4\u7b97\u6cd5\u3002<\/p>\n

\u901a\u7528\u5927\u6a21\u578b\u8d1f\u8d23\u7406\u89e3\u9700\u6c42\uff0c\u4e5f\u627f\u62c5\u63a8\u7406\u548c\u5185\u5bb9\u751f\u6210\u3002\u78b0\u5230\u9884\u7b97\u5206\u914d\u3001\u7d20\u6750\u5224\u65ad\u548c\u6548\u679c\u9884\u6d4b\u8fd9\u7c7b\u4e13\u4e1a\u95ee\u9898\uff0cMarvy 2.0\u4f1a\u7ee7\u7eed\u8c03\u7528\u9488\u5bf9\u8425\u9500\u573a\u666f\u8bad\u7ec3\u7684\u80fd\u529b\u3002<\/p>\n

\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u9884\u7b97\u5206\u914d\u8fdc\u6bd4\u300c\u54ea\u4e2a\u6e20\u9053\u6548\u679c\u597d\uff0c\u5c31\u7ed9\u54ea\u4e2a\u591a\u6295\u4e00\u70b9\u300d\u590d\u6742\u3002<\/p>\n

\u4e0d\u540c\u56fd\u5bb6\u3001\u5a92\u4f53\u548c\u4eba\u7fa4\u4e4b\u95f4\u5b58\u5728\u5927\u91cf\u7ea6\u675f\u3002\u9884\u7b97\u6295\u5411\u54ea\u91cc\uff0c\u4f1a\u5f71\u54cd\u4e0b\u4e00\u9636\u6bb5\u80fd\u591f\u83b7\u5f97\u591a\u5c11\u6570\u636e\uff0c\u4e5f\u4f1a\u6539\u53d8\u540e\u7eed\u4f18\u5316\u7a7a\u95f4\u3002<\/p>\n

Marvy 2.0\u5c06\u7ebf\u6027\u89c4\u5212\u4e0e\u5f3a\u5316\u5b66\u4e60\u7ed3\u5408\uff0c\u5728\u65e2\u5b9a\u9884\u7b97\u548c\u4e1a\u52a1\u76ee\u6807\u4e0b\u5bfb\u627e\u66f4\u5408\u9002\u7684\u5206\u914d\u65b9\u6848\u3002<\/p>\n

\u521b\u610f\u5224\u65ad\u4e5f\u662f\u540c\u6837\u7684\u9053\u7406\u3002\u73b0\u5728\u7684\u5927\u6a21\u578b\u90fd\u80fd\u751f\u6210\u5e7f\u544a\uff0c\u95ee\u9898\u662f\u751f\u6210\u51fa\u6765\u7684\u5185\u5bb9\u5230\u5e95\u80fd\u4e0d\u80fd\u8f6c\u5316\u3002<\/p>\n

Marvy 2.0\u4f1a\u7ed3\u5408\u5386\u53f2\u7d20\u6750\u548c\u6295\u653e\u53cd\u9988\uff0c\u9884\u4f30\u4e0d\u540c\u521b\u610f\u65b9\u5411\u7684\u5b9e\u9645\u8868\u73b0\uff0c\u518d\u51b3\u5b9a\u54ea\u4e9b\u5185\u5bb9\u503c\u5f97\u7ee7\u7eed\u751f\u4ea7\u3002<\/p>\n

\u6570\u636e\u663e\u793a\uff0cMarvy 2.0\u76f8\u5173\u9884\u6d4b\u51c6\u786e\u7387\u6700\u9ad8\u8fbe95%\u4ee5\u4e0a\uff0c\u9ad8\u8d28\u91cf\u7d20\u6750\u7684\u751f\u4ea7\u6548\u7387\u63d0\u5347\u81f3\u539f\u67653\u500d\u3002<\/p>\n

\u7b2c\u4e8c\u5c42\u4f18\u52bf\uff0c\u662f\u8fc7\u7a0b\u53ef\u8ffd\u6eaf\u3001\u53ef\u9a8c\u8bc1\u3002<\/p>\n

\u4f20\u7edfAI\u5de5\u5177\u7ecf\u5e38\u76f4\u63a5\u7ed9\u51fa\u7b54\u6848\uff0c\u5374\u5f88\u5c11\u89e3\u91ca\u7b54\u6848\u4ece\u54ea\u91cc\u6765\u3002\u4f01\u4e1a\u62ff\u5230\u4e00\u5957\u770b\u4f3c\u5b8c\u6574\u7684\u7b56\u7565\uff0c\u5f88\u96be\u5224\u65ad\u5176\u4e2d\u4f7f\u7528\u4e86\u54ea\u4e9b\u6570\u636e\uff0c\u4e5f\u4e0d\u77e5\u9053\u67d0\u4e2a\u7ed3\u8bba\u7ecf\u8fc7\u4e86\u600e\u6837\u7684\u63a8\u7406\u3002<\/p>\n

Marvy 2.0\u4f1a\u8bb0\u5f55Agent\u8c03\u7528\u7684\u6570\u636e\u3001Skills\u548c\u6267\u884c\u8fc7\u7a0b\u3002\u4f01\u4e1a\u53ef\u4ee5\u68c0\u67e5\u67d0\u9879\u5efa\u8bae\u7684\u6765\u6e90\uff0c\u4e5f\u80fd\u67e5\u770b\u4e0d\u540cAgent\u5982\u4f55\u5f97\u51fa\u7ed3\u8bba\u3002<\/p>\n

\u590d\u6742\u4efb\u52a1\u7684\u5904\u7406\u65f6\u95f4\u7531\u6b64\u51cf\u5c1160%\uff0cSupervisor\u6a21\u5f0f\u4e0b\u7684\u6267\u884c\u6548\u7387\u8fbe\u5230\u539f\u6765\u76842.7\u500d\u3002<\/p>\n

\u7b2c\u4e09\u5c42\u4f18\u52bf\uff0c\u662f\u4ece\u771f\u5b9e\u7ed3\u679c\u4e2d\u5b66\u4e60\u3002<\/p>\n

\u8425\u9500\u4ece\u6765\u4e0d\u662f\u4e00\u6b21\u6027\u4ea4\u4ed8\u3002\u7b56\u7565\u4e0a\u7ebf\u4e4b\u540e\uff0c\u5e02\u573a\u4f1a\u53d8\uff0c\u6d88\u8d39\u8005\u4f1a\u53d8\uff0c\u5e73\u53f0\u7b97\u6cd5\u4e5f\u4f1a\u53d8\u3002AI\u5982\u679c\u6bcf\u6b21\u90fd\u4ece\u5934\u5f00\u59cb\uff0c\u4f9d\u7136\u53ea\u662f\u4e00\u4e2a\u7528\u5b8c\u5373\u8d70\u7684\u5de5\u5177\u3002<\/p>\n

\u6240\u4ee5Marvy 2.0\u8fd8\u505a\u4e86\u4e00\u5957Trace\u2192Eval\u2192Agent\u673a\u5236\u3002<\/p>\n

Trace\u5c42\u8d1f\u8d23\u8bb0\u5f55\u6bcf\u6b21\u4efb\u52a1\u6267\u884c\u7684\u5168\u94fe\u8def\u8f68\u8ff9\uff0c\u8ba9\u6240\u6709\u8f68\u8ff9\u7edf\u4e00\u7ba1\u7406\u3001\u7edf\u4e00\u53ef\u67e5\u8be2\u3001\u7edf\u4e00\u53ef\u56de\u653e\u3002Eval\u5c42\u5219\u5bf9\u6bcf\u6b21\u6267\u884c\u8fdb\u884c\u7ed3\u679c\u8d28\u91cf\u3001\u8fc7\u7a0b\u8d28\u91cf\u548c\u7cfb\u7edf\u8d28\u91cf\u4e09\u7ef4\u8bc4\u4f30\uff0c\u6700\u7ec8Agent\u5c42\u4f1a\u5c06Eval\u5c42\u7684\u8bc4\u4f30\u7ed3\u679c\u53cd\u54fa\u5230\u4e0b\u4e00\u6b21\u6267\u884c\u4e2d\uff0c\u8ba9\u7cfb\u7edf\u8d8a\u7528\u8d8a\u597d\u7528\u3001\u8d8a\u7528\u8d8a\u667a\u80fd\u3002<\/p>\n

\u54ea\u4e9b\u5e02\u573a\u5224\u65ad\u51c6\u786e\uff0c\u54ea\u4e9b\u7d20\u6750\u771f\u6b63\u5e26\u6765\u8f6c\u5316\uff0c\u54ea\u4e9b\u9884\u7b97\u7b56\u7565\u6ca1\u6709\u8fbe\u5230\u9884\u671f\uff0c\u90fd\u4f1a\u6210\u4e3a\u4e0b\u4e00\u8f6e\u4efb\u52a1\u7684\u53c2\u8003\u3002<\/p>\n

\u6709\u6548\u7684\u65b9\u6cd5\u8fd8\u4f1a\u8fdb\u5165Skill Hub\uff0c\u6c89\u6dc0\u6210\u4f01\u4e1a\u53ef\u4ee5\u7ee7\u7eed\u8c03\u7528\u7684\u7ecf\u9a8c\u3002<\/p>\n

\u5b98\u65b9\u6570\u636e\u663e\u793a\uff0cAgent\u7ecf\u8fc7\u81ea\u6211\u8fed\u4ee3\u540e\uff0c\u4efb\u52a1\u6709\u6548\u6027\u63d0\u534747%\u3002<\/p>\n

\u5230\u8fd9\u91cc\uff0c\u300c\u53ef\u4fe1\u4efb\u300d\u8fd9\u4e09\u4e2a\u5b57\u624d\u6709\u4e86\u5177\u4f53\u542b\u4e49\u3002<\/p>\n

AI\u4e0d\u4f1a\u6c38\u8fdc\u6b63\u786e\uff0c\u4f46\u5b83\u7684\u6570\u636e\u6709\u6765\u6e90\uff0c\u5224\u65ad\u7559\u8f68\u8ff9\uff0c\u5173\u952e\u8282\u70b9\u6709\u4eba\u786e\u8ba4\uff0c\u6267\u884c\u7ed3\u679c\u8fd8\u80fd\u7528\u4e8e\u4e0b\u4e00\u8f6e\u4f18\u5316\u3002<\/p>\n

\u4f01\u4e1a\u81f3\u5c11\u77e5\u9053\uff0c\u5b83\u4e3a\u4ec0\u4e48\u8fd9\u6837\u505a\uff0c\u505a\u9519\u4e86\u53c8\u8be5\u600e\u6837\u6539\u3002<\/p>\n

\u5982\u679c\u771f\u6b63\u7684\u884c\u4e1a\u667a\u80fd\u9700\u8981\u4ece\u4e1a\u52a1\u4e2d\u957f\u51fa\u6765\uff0c\u90a3\u4e48\u95ee\u9898\u4e5f\u968f\u4e4b\u53d8\u6210\uff1a<\/p>\n

\u4e3a\u4ec0\u4e48\u662f\u98de\u4e66\u6df1\u8bfa\uff1f<\/p>\n

\u7b2c\u4e00\u4e2a\u91cd\u8981\u539f\u56e0\uff0c\u5728\u4e8e13\u5e74\u7684\u4e1a\u52a1\u7ecf\u9a8c\u3002<\/p>\n

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Marvy 2.0\u7684\u4e94\u5927Agent\uff0c\u4e5f\u5bf9\u5e94\u7740\u98de\u4e66\u6df1\u8bfa\u957f\u671f\u53c2\u4e0e\u7684\u771f\u5b9e\u4e1a\u52a1\u73af\u8282\u3002<\/p>\n

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\n

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