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\u6587 | \u65b0\u8bc6\u7814\u7a76\u6240<\/p>\n<\/blockquote>\n

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01<\/strong>OpenClaw\uff1a\u5f00\u6e90\u4ee3\u7406\u7684\u6c11\u4e3b\u5316\u529b\u91cf<\/strong><\/h2>\n

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\u91d1\u878d\u6295\u7814\u5708\u662f\u6700\u5148\u95fb\u5230\u8840\u8165\u5473\u7684\u7fa4\u4f53\u4e4b\u4e00\u3002\u4e1c\u5434\u8bc1\u5238\u5728\u4e00\u4efd\u6df1\u5ea6\u6d4b\u8bc4\u4e2d\u76f4\u8a00\uff0c\u4ee5OpenClaw\u4e3a\u4ee3\u8868\u7684\u65b0\u4e00\u4ee3AI\u667a\u80fd\u4f53\uff0c“\u6b63\u5b9e\u73b0\u4ece‘\u95ee\u7b54\u5de5\u5177’\u5230‘\u53ef\u843d\u5730\u6267\u884c\u7684\u5e72\u6d3b\u52a9\u624b’\u7684\u672c\u8d28\u8715\u53d8”\u3002\u5b83\u6df1\u5ea6\u4ecb\u5165\u5de5\u4f5c\u6d41\uff0c\u89e3\u51b3\u4e86LLM\u7684“\u5b64\u5c9b\u95ee\u9898”\u3002<\/p>\n

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\u901a\u8fc7\u6280\u80fd\u6a21\u5757\uff08Skill\uff09\u7684\u65e0\u9650\u6269\u5c55\u548c\u957f\u671f\u8bb0\u5fc6\u7684\u6c89\u6dc0\uff0cOpenClaw\u5b9e\u73b0\u4e86\u4ece\u9759\u6001\u6a21\u578b\u5230\u52a8\u6001\u4ee3\u7406\u7684\u534e\u4e3d\u8f6c\u8eab\u3002\u5b83\u4e0d\u518d\u662f\u4e00\u4e2a\u4f60\u7528\u5b8c\u5373\u8d70\u7684\u7f51\u9875\uff0c\u800c\u662f\u4e00\u4e2a\u8d8a\u6765\u8d8a\u61c2\u4f60\u5de5\u4f5c\u4e60\u60ef\u7684“\u6570\u5b57\u6253\u5de5\u4eba”\u3002<\/p>\n

02 Miclaw\uff1a\u5546\u4e1a\u5316\u4ee3\u7406\u7684\u79fb\u52a8\u7aef\u521b\u65b0<\/a><\/strong><\/h2>\n

\u5982\u679c\u8bf4OpenClaw\u662f\u6781\u5ba2\u548c\u4e13\u4e1a\u4eba\u58eb\u5728\u684c\u9762\u7aef\u7684\u72c2\u6b22\uff0c\u90a3\u4e48\u5c0f\u7c73\u521a\u521a\u63a8\u51fa\u7684Miclaw\uff0c\u5219\u662f\u5546\u4e1a\u5de8\u5934\u5c06Agent\u63a8\u5411\u5927\u4f17\u79fb\u52a8\u7aef\u7684\u5173\u952e\u4e00\u8dc3\u3002<\/p>\n

\u5c31\u57283\u67086\u65e5\uff0c\u5c0f\u7c73\u5ba3\u5e03\u57fa\u4e8e\u5176MiMo\u5927\u6a21\u578b\u6784\u5efa\u7684AI\u4ea4\u4e92\u6d4b\u8bd5\u4ea7\u54c1Xiaomi Miclaw\u6b63\u5f0f\u5f00\u542f\u5c0f\u8303\u56f4\u5c01\u95ed\u6d4b\u8bd5\u3002\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u8bed\u97f3\u52a9\u624b\u5347\u7ea7\u7248\uff0c\u800c\u662f\u4e00\u4e2a\u771f\u6b63\u610f\u4e49\u4e0a\u7684\u79fb\u52a8\u7aefAgent\u3002<\/p>\n

\u5176\u5b9e\uff0c\u79fb\u52a8\u7aef\u7684AI\u9769\u547d\u6bd4\u684c\u9762\u7aef\u8981\u96be\u5f97\u591a\u3002\u624b\u673a\u7cfb\u7edf\u7684\u6c99\u7bb1\u673a\u5236\u51b3\u5b9a\u4e86\uff0c\u5982\u679cAI\u4ec5\u4ec5\u4f5c\u4e3a\u4e00\u4e2a\u72ec\u7acbApp\u5b58\u5728\uff0c\u5b83\u7684\u80fd\u529b\u5c06\u6781\u5176\u53d7\u9650\u3002\u800cMiclaw\u4e4b\u6240\u4ee5\u503c\u5f97\u5173\u6ce8\uff0c\u662f\u56e0\u4e3a\u5b83\u4ee5\u7cfb\u7edf\u5e94\u7528\u7684\u8eab\u4efd\u8fd0\u884c\u3002<\/p>\n

\u8fd9\u79cd\u5e95\u5c42\u7684\u6280\u672f\u652f\u6491\uff0c\u8ba9Miclaw\u62e5\u6709\u4e86“\u624b”\u548c“\u811a”\u3002\u7ed3\u5408MiMo\u5927\u6a21\u578b\u5728\u8fb9\u7f18\u90e8\u7f72\u4e0a\u7684\u80fd\u529b\u4e0e\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u7684\u4f18\u52bf\uff0cMiclaw\u5b9e\u73b0\u4e86\u624b\u673a\u7aef\u6d41\u7545\u8fd0\u884c\u4e0e\u7cbe\u51c6\u610f\u56fe\u8bc6\u522b\u3002\u5b83\u80fd\u591f\u7406\u89e3\u7528\u6237\u7684\u6a21\u7cca\u610f\u56fe\uff0c\u5728\u83b7\u5f97\u6388\u6743\u540e\uff0c\u76f4\u63a5\u8c03\u7528\u7b2c\u4e00\u65b9\u5e94\u7528\u548c\u751f\u6001\u80fd\u529b\uff0c\u751a\u81f3\u81ea\u4e3b\u9009\u62e9\u7cfb\u7edf\u7ea7\u5de5\u5177\u6765\u5b8c\u6210\u591a\u6b65\u5de5\u4f5c\u6d41\u3002<\/p>\n

\u60f3\u8c61\u4e00\u4e0b\u8fd9\u4e2a\u573a\u666f\uff1a\u4f60\u6b63\u5728\u5f00\u8f66\uff0c\u6536\u5230\u670b\u53cb\u53d1\u6765\u7684\u4e00\u4e2a\u7f51\u7ea2<\/a>\u9910\u5385\u63a8\u8350\u89c6\u9891\u3002\u8fc7\u53bb\uff0c\u4f60\u9700\u8981\u8bb0\u4f4f\u9910\u5385\u540d\u5b57\uff0c\u6253\u5f00\u70b9\u8bc4\u8f6f\u4ef6\u641c\u7d22\uff0c\u518d\u5207\u5230\u5730\u56fe\u8f6f\u4ef6\u5bfc\u822a\u3002\u800c\u73b0\u5728\uff0c\u4f60\u53ea\u9700\u8981\u5bf9Miclaw\u8bf4\u4e00\u53e5\uff1a“\u5e2e\u6211\u770b\u770b\u660e\u665a\u8fd9\u5bb6\u5e97\u8fd8\u6709\u6ca1\u6709\u4f4d\u5b50\uff0c\u6709\u7684\u8bdd\u8ba2\u4e2a\u4e24\u4eba\u684c\uff0c\u7136\u540e\u628a\u8def\u7ebf\u53d1\u7ed9\u8001\u5a46\u3002”<\/p>\n

Miclaw\u4f1a\u81ea\u52a8\u63d0\u53d6\u5c4f\u5e55\u5185\u5bb9\uff0c\u7406\u89e3\u4e0a\u4e0b\u6587\uff0c\u8de8\u5e94\u7528\u8c03\u7528\u8ba2\u9910\u8f6f\u4ef6\u548c\u901a\u8baf<\/a>\u8f6f\u4ef6\uff0c\u5b8c\u6210\u8fd9\u4e00\u7cfb\u5217\u64cd\u4f5c\u3002\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u5b83\u5229\u7528\u7684\u662f\u4e2a\u4eba\u4e0a\u4e0b\u6587\u7406\u89e3\u3001\u751f\u6001\u4e92\u8054\u548c\u81ea\u8fdb\u5316\u80fd\u529b\u3002<\/p>\n

\u800c\u4e14\uff0cMiclaw\u7684\u91ce\u5fc3\u663e\u7136\u4e0d\u6b62\u4e8e\u4e00\u90e8\u624b\u673a\u3002\u4f9d\u6258\u5c0f\u7c73\u5e9e\u5927\u7684“\u4eba\u8f66\u5bb6\u5168\u751f\u6001”\uff0cMiclaw\u7684\u751f\u6001\u4f18\u52bf\u88ab\u65e0\u9650\u653e\u5927\u3002\u5b83\u63a8\u52a8\u7740AI\u4ee3\u7406\u4ece\u5355\u7eaf\u7684\u4e91\u7aef\u7b97\u529b\uff0c\u5411\u8fb9\u7f18\u8bbe\u5907\u4e0b\u6c89\u3002\u5f53Agent\u4e0d\u4ec5\u80fd\u63a7\u5236\u4f60\u7684\u65e5\u7a0b\uff0c\u8fd8\u80fd\u5728\u4f60\u5feb\u5230\u5bb6\u65f6\u63d0\u524d\u6253\u5f00\u7a7a\u8c03\u3001\u6839\u636e\u4f60\u7684\u75b2\u52b3\u72b6\u6001\u8c03\u8282\u8f66\u5185\u706f\u5149\u65f6\uff0cAI\u624d\u7b97\u771f\u6b63\u63a5\u7ba1\u4e86\u73b0\u5b9e\u3002<\/p>\n

\u5bf9\u6bd4\u6765\u770b\uff0cOpenClaw\u548cMiclaw\u4ee3\u8868\u4e86Agent\u53d1\u5c55\u7684\u4e24\u6761\u6b8a\u9014\u540c\u5f52\u7684\u8def\u5f84\u3002OpenClaw\u9ad8\u4e3e\u5f00\u6e90\u5927\u65d7\uff0c\u5f3a\u8c03\u9ad8\u5ea6\u7684\u53ef\u5b9a\u5236\u6027\u3001\u7cfb\u7edf\u7ea7\u6743\u9650\u548c\u591a\u5e73\u53f0\u6781\u5ba2\u90e8\u7f72\uff0c\u5b83\u4f9d\u9760\u793e\u533a\u7684\u529b\u91cf\u91ce\u86ee\u751f\u957f\u3002\u800cMiclaw\u5219\u4ee3\u8868\u4e86\u5546\u4e1a\u5de8\u5934\u7684\u6807\u51c6\u6253\u6cd5\uff1a\u6ce8\u91cd\u8f6f\u786c\u4ef6\u6df1\u5ea6\u96c6\u6210\uff0c\u5f3a\u8c03“\u5f00\u7bb1\u5373\u7528”\u548c\u666e\u901a\u7528\u6237\u7684\u4f4e\u95e8\u69db\u4f53\u9a8c\u3002<\/p>\n

\u4e24\u8005\u4e92\u4e3a\u8865\u5145\u3002\u5f00\u6e90\u793e\u533a\u8d1f\u8d23\u63a2\u7d22\u6280\u672f\u7684\u8fb9\u754c\uff0c\u800c\u5546\u4e1a\u5de8\u5934\u8d1f\u8d23\u52a0\u901f\u5927\u4f17\u7684\u666e\u53ca\u3002<\/p>\n

03 \u8303\u5f0f\u9769\u547d\uff1a\u4eceLLM\u5230Agent\u7684\u6807\u5fd7\u6027\u8f6c\u53d8<\/strong><\/h2>\n

\u4e0d\u7ba1\u662fOpenClaw\u7684\u661f\u706b\u71ce\u539f\uff0c\u8fd8\u662fMiclaw\u7684\u4f4e\u8c03\u5185\u6d4b\uff0c\u80cc\u540e\u90fd\u6307\u5411\u4e86\u4e00\u4e2a\u4e0d\u53ef\u9006\u8f6c\u7684\u884c\u4e1a\u5171\u8bc6\uff1a2023\u52302025\u5e74\u7684LLM\u70ed\u6f6e\u5df2\u7ecf\u7ffb\u7bc7\uff0c2026\u5e74\u662f\u5c5e\u4e8eAgent\u7684\u9769\u547d\u4e4b\u5e74\u3002<\/p>\n

\u8981\u771f\u6b63\u7406\u89e3\u8fd9\u573a\u9769\u547d\uff0c\u6211\u4eec\u9700\u8981\u91cd\u65b0\u5ba1\u89c6LLM\u4e0eAgent\u7684\u6838\u5fc3\u5dee\u5f02\u3002<\/p>\n

\u4f20\u7edf\u7684LLM\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u6781\u5176\u5e9e\u5927\u4e14\u806a\u660e\u7684\u7edf\u8ba1\u5b66\u6a21\u578b\u3002\u5b83\u7684\u8fd0\u4f5c\u903b\u8f91\u662f“\u63d0\u793a-\u54cd\u5e94”\uff1a\u4f60\u8f93\u5165\u4e00\u53e5\u8bdd\uff0c\u5b83\u9884\u6d4b\u4e0b\u4e00\u4e2a\u6700\u5408\u7406\u7684\u8bcd\u6c47\u3002\u5b83\u6ca1\u6709\u81ea\u4e3b\u89c4\u5212\u80fd\u529b\uff0c\u6ca1\u6709\u8c03\u7528\u5916\u90e8\u5de5\u5177\u7684\u6743\u9650\uff0c\u66f4\u6ca1\u6709\u957f\u671f\u8bb0\u5fc6\u3002\u4e00\u65e6\u5bf9\u8bdd\u6846\u5173\u95ed\uff0c\u5b83\u5c31\u628a\u4f60\u5fd8\u5f97\u4e00\u5e72\u4e8c\u51c0\u3002<\/p>\n

\u800cAgent\uff08\u81ea\u4e3b\u4ee3\u7406\uff09\u5219\u5f15\u5165\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684\u95ed\u73af\uff1a\u611f\u77e5\uff08Perception\uff09\u3001\u89c4\u5212\uff08Planning\uff09\u3001\u6267\u884c\uff08Execution\uff09\u3001\u53cd\u601d\uff08Reflection\uff09\u3002<\/p>\n

\u5728\u6280\u672f\u5c42\u9762\uff0c\u8fd9\u5c31\u597d\u6bd4\u8f6f\u4ef6\u5de5\u7a0b\u4ece“\u5199\u6b7b\u8def\u5f84\u7684\u811a\u672c”\u5411“\u81ea\u6cbb\u7cfb\u7edf”\u7684\u98de\u8dc3\u3002\u50cfOpenClaw\u8fd9\u6837\u7684Agent\uff0c\u4e0d\u9700\u8981\u4f60\u6bcf\u4e00\u6b65\u90fd\u7ed9\u4e88\u63d0\u793a\u3002\u5b83\u9047\u5230\u4e00\u4e2a\u5927\u76ee\u6807\uff08\u6bd4\u5982“\u5e2e\u6211\u5206\u6790\u4e00\u4e0b\u6700\u8fd1A\u80a1\u7684\u65b0\u80fd\u6e90<\/a>\u677f\u5757”\uff09\uff0c\u4f1a\u81ea\u4e3b\u5c06\u5176\u62c6\u89e3\u4e3a\u51e0\u4e2a\u5c0f\u4efb\u52a1\uff1a\u7b2c\u4e00\u6b65\u53bb\u91d1\u878d\u7ec8\u7aef\u62c9\u53d6\u6570\u636e\uff0c\u7b2c\u4e8c\u6b65\u9605\u8bfb\u7814\u62a5\uff0c\u7b2c\u4e09\u6b65\u8c03\u7528Python\u8ba1\u7b97\u6838\u5fc3\u6307\u6807\uff0c\u7b2c\u56db\u6b65\u751f\u6210\u56fe\u8868\uff0c\u6700\u540e\u6c47\u603b\u6210\u62a5\u544a\u53d1\u5230\u4f60\u7684\u90ae\u7bb1\u3002\u5982\u679c\u4e2d\u95f4\u62c9\u53d6\u6570\u636e\u5931\u8d25\uff0c\u5b83\u7684\u53cd\u601d\u673a\u5236\u4f1a\u4fc3\u4f7f\u5b83\u6362\u4e00\u4e2a\u6570\u636e\u6e90\u91cd\u8bd5\uff0c\u800c\u4e0d\u662f\u50cfLLM\u90a3\u6837\u76f4\u63a5\u62a5\u9519\u7f62\u5de5\u3002<\/p>\n

\u5728\u5e94\u7528\u5c42\u9762\uff0c\u8fd9\u79cd\u8f6c\u53d8\u6253\u7834\u4e86AI\u7684“\u804a\u5929\u6846”\u9650\u5236\uff0c\u8ba9\u5176\u771f\u6b63\u8f6c\u5316\u4e3a\u73b0\u5b9e\u751f\u4ea7\u529b\u3002\u6211\u4eec\u524d\u9762\u63d0\u5230\u8fc7\uff0c\u5982\u679c\u662f\u4f20\u7edf\u7684LLM\uff0c\u4f60\u53d1\u7ed9\u5b83\u4e00\u6bb5\u957f\u5f55\u97f3\uff0c\u5b83\u6700\u591a\u53ea\u80fd\u7ed9\u4f60\u751f\u6210\u4e00\u4e2a\u4f1a\u8bae\u7eaa\u8981\u6a21\u677f\u3002\u4f46\u5982\u679c\u662f\u63a5\u5165\u4e86\u5de5\u4f5c\u6d41\u7684Agent\uff0c\u5b83\u53ef\u4ee5\u505a\u5230\u5728\u4f1a\u8bae\u7ed3\u675f\u540e\uff0c\u81ea\u4e3b\u4ece\u5f55\u97f3\u7b14\u63d0\u53d6\u97f3\u9891\uff0c\u8fdb\u884c\u8bed\u97f3\u8bc6\u522b\uff0c\u63d0\u53d6\u6838\u5fc3\u5f85\u529e\u4e8b\u9879\uff0c\u7136\u540e\u5c06\u5177\u4f53\u7684\u4efb\u52a1\u5206\u914d\u5230\u5bf9\u5e94\u53c2\u4f1a\u4eba\u7684\u4f01\u4e1a\u5fae\u4fe1\u4e0a\uff0c\u5e76\u5728\u65e5\u5386\u4e2d\u8bbe\u7f6e\u597d\u622a\u6b62\u65e5\u671f\u7684\u63d0\u9192\u3002<\/p>\n

AI\u7684\u89d2\u8272\uff0c\u6b63\u5728\u4ece\u4e00\u4e2a\u88ab\u52a8\u7684“\u8f85\u52a9\u5de5\u5177”\uff0c\u6f14\u53d8\u6210\u4e00\u4e2a\u5177\u6709\u4e3b\u89c2\u80fd\u52a8\u6027\u7684“\u6570\u5b57\u5206\u8eab”\u6216“\u6570\u5b57\u540c\u4e8b”\u3002<\/p>\n

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