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\u5f53\u524d\u811a\u4e0b\u7684\u95ee\u9898\u5728\u4e8eAI\u5e26\u6765\u7684\u66b4\u589e\u9700\u6c42\uff0c\u5bf9\u7cfb\u7edf\u6548\u7387\u63d0\u51fa\u4e86\u4f1f\u5927\u4f18\u5316\u7684\u9700\u6c42\u3002\u6211\u4eec\u901a\u8fc7\u8f6f\u786c\u4ef6\u6253\u901a\u6765\u89e3\u51b3\uff0c\u63a5\u5165\u4e86\u51e0\u4e4e\u6240\u6709\u79cd\u7c7b\u7684\u8ba1\u7b97\u82af\u7247<\/a>\uff0c\u8fde\u63a5\u56fd\u5185\u51e0\u5341\u79cd\u82af\u7247\u548c\u7b97\u529b\u96c6\u7fa4\uff0c\u8ba9\u8d44\u6e90\u7528\u5728\u5200\u5203\u4e0a\uff0c\u63d0\u5347\u8f6c\u6362\u6548\u7387\u3002\u6211\u4eec\u6253\u9020\u4e86\u4e00\u4e2a\u6807\u51c6\u5316\u7684Token\u5de5\u5382\u3002<\/p>\n

\u4f46\u8fd9\u8fd8\u4e0d\u591f\uff0cAgent\u66f4\u50cf\u4eba\uff0c\u80fd\u79d2\/\u6beb\u79d2\u7ea7\u601d\u8003\u548c\u53d1\u8d77\u4efb\u52a1\u3002\u800c\u73b0\u6709\u7684\u4e91\u8ba1\u7b97\u57fa\u7840\u8bbe\u65bd\u662f\u4e3a\u201c\u4eba\u201d\u8bbe\u8ba1\u7684\uff08\u5206\u949f\u7ea7\u64cd\u4f5c\uff09\uff0c\u9650\u5236\u4e86Agent\u3002\u6211\u4eec\u9700\u8981\u6253\u9020\u66f4\u667a\u6167\u5316\u7684\u5de5\u7a0b\uff0c\u8ba9\u57fa\u7840\u8bbe\u65bd\u80fd\u9002\u5e94AI\u7684\u9ad8\u9891\u9700\u6c42\u3002<\/p>\n

\u57fa\u7840\u8bbe\u65bd\u672c\u8eab\u4e5f\u5e94\u8be5\u662f\u4e00\u4e2a\u667a\u80fd\u4f53\uff0c\u80fd\u591f\u81ea\u6211\u8fdb\u5316\u3001\u81ea\u6211\u8fed\u4ee3\uff0c\u5f62\u6210\u81ea\u4e3b\u7ec4\u7ec7\u3002Agent\u4e4b\u95f4\u80fd\u66f4\u597d\u5730\u901a\u4fe1\u548c\u534f\u4f5c\u3002\u57fa\u7840\u8bbe\u65bd\u548cAI\u7684\u53d1\u5c55\u4e0d\u5e94\u9694\u79bb\uff0c\u800c\u5e94\u4ea7\u751f\u5316\u5b66\u53cd\u5e94\uff0c\u5b9e\u73b0\u771f\u6b63\u7684\u8f6f\u786c\u534f\u540c\u548c\u7b97\u6cd5\u4e0e\u57fa\u7840\u8bbe\u65bd\u7684\u534f\u540c\u3002<\/p>\n

\u8c08\u5c0f\u7c73\u7684\u4f18\u52bf\uff1a\u7ade\u4e89\u5c06\u4e0b\u63a2\u5230\u7b97\u529b\u3001\u63a8\u7406\u82af\u7247\u751a\u81f3\u80fd\u6e90<\/a>\u5c42\u9762<\/font><\/b><\/p>\n

\u6768\u690d\u9e9f\uff1a\u7f57\u798f\u8389\uff0c\u5c0f\u7c73\u6700\u8fd1\u901a\u8fc7\u53d1\u5e03\u65b0\u6a21\u578b\u548c\u5f00\u6e90\u6280\u672f\u5bf9\u793e\u533a\u505a\u51fa\u4e86\u8d21\u732e\uff0c\u5c0f\u7c73\u505a\u5927\u6a21\u578b\u6709\u4ec0\u4e48\u72ec\u7279\u4f18\u52bf\uff1f<\/b><\/p>\n

\u7f57\u798f\u8389\uff1a<\/b>\u6211\u60f3\u5148\u4e0d\u8c08\u5c0f\u7c73\u7684\u72ec\u7279\u4f18\u52bf\uff0c\u800c\u662f\u8c08\u8c08\u4e2d\u56fd\u5927\u6a21\u578b\u56e2\u961f\u7684\u4f18\u52bf\u3002<\/p>\n

\u4e24\u5e74\u524d\uff0c\u4e2d\u56fd\u56e2\u961f\u5728\u7b97\u529b\u53d7\u9650\uff0c\u5c24\u5176\u662f\u4e92\u8054\u5e26\u5bbd\u53d7\u9650\u7684\u60c5\u51b5\u4e0b\uff0c\u505a\u51fa\u4e86\u7a81\u7834\uff1a\u5728\u4f4e\u7aef\u7b97\u529b\u9650\u5236\u4e0b\uff0c\u901a\u8fc7\u6a21\u578b\u7ed3\u6784\u521b\u65b0<\/a>\uff08\u5982DPCV3\u3001M1\u3001MA\u7b49\uff09\u53bb\u8ffd\u6c42\u6700\u9ad8\u6548\u7387\u3002\u8fd9\u7ed9\u4e86\u6211\u4eec\u52c7\u6c14\u548c\u4fe1\u5fc3\u3002<\/p>\n

\u867d\u7136\u73b0\u5728\u56fd\u4ea7\u82af\u7247\u4e0d\u518d\u53d7\u9650\uff0c\u4f46\u8fd9\u79cd\u5bf9\u9ad8\u6548\u7387\u3001\u4f4e\u63a8\u7406\u6210\u672c\u7684\u63a2\u7d22\u4f9d\u7136\u91cd\u8981\u3002\u4f8b\u5982\uff0c\u73b0\u5728\u7684Hybrid\u3001SPA\u3001Linear attention\u7ed3\u6784\u7b49\u3002<\/p>\n

\u4e3a\u4ec0\u4e48\u7ed3\u6784\u521b\u65b0\u91cd\u8981\uff1f\u56e0\u4e3aopenclaw\u8d8a\u7528\u8d8a\u806a\u660e\u7684\u524d\u63d0\u662f\u63a8\u7406Context\u3002\u73b0\u5728\u7684\u96be\u9898\u662f\uff1a\u600e\u4e48\u57281M\u621610M\u7684\u957f\u4e0a\u4e0b\u6587\u4e0b\uff0c\u505a\u5230\u6210\u672c\u591f\u4f4e\u3001\u901f\u5ea6\u591f\u5feb\uff1f\u53ea\u6709\u8fd9\u6837\uff0c\u624d\u80fd\u6fc0\u53d1\u9ad8\u751f\u4ea7\u529b\u4efb\u52a1\uff0c\u5b9e\u73b0\u6a21\u578b\u81ea\u8fed\u4ee3\uff0c\u5728\u590d\u6742\u73af\u5883\u4e2d\u4f9d\u9760\u8d85\u957fContext\u5b8c\u6210\u81ea\u6211\u8fdb\u5316\u3002<\/p>\n

\u6211\u4eec\u73b0\u5728\u6b63\u5728\u63a2\u7d22Long Context Efficient\u67b6\u6784\uff0c\u4ee5\u53ca\u5982\u4f55\u5728\u771f\u5b9e\u957f\u8ddd\u79bb\u4efb\u52a1\u4e0a\u505a\u5230\u7a33\u5b9a\u548c\u9ad8\u4e0a\u9650\u3002<\/p>\n

\u66f4\u957f\u671f\u770b\uff0c\u968f\u7740\u63a8\u7406\u9700\u6c42\u7206\u53d1\uff0c\u4eca\u5e74\u53ef\u80fd\u589e\u957f100\u500d\uff0c\u7ade\u4e89\u7ef4\u5ea6\u5c06\u4e0b\u63a2\u5230\u7b97\u529b\u3001\u63a8\u7406\u82af\u7247\u751a\u81f3\u80fd\u6e90\u5c42\u9762\u3002<\/p>\n

\u8c08Agent\u5e94\u7528\u5c42\u9762\u7684\u91cd\u8981\u6280\u672f\u65b9\u5411<\/font><\/b><\/p>\n

\u6768\u690d\u9e9f\uff1a\u9ec4\u8d85\uff0c\u4f60\u5f00\u53d1\u4e86nanobots\u7b49\u6709\u5f71\u54cd\u529b\u7684Agent\u9879\u76ee\uff0c\u4ece\u7814\u53d1\u6216\u5e94\u7528\u5c42\u9762\uff0c\u63a5\u4e0b\u6765\u54ea\u4e9b\u6280\u672f\u65b9\u5411\u503c\u5f97\u5173\u6ce8\uff1f<\/b><\/p>\n

\u9ec4\u8d85\uff1a<\/b>\u5173\u4e8ePlanning\uff1a\u73b0\u5728\u7684\u95ee\u9898\u5728\u4e8e\uff0c\u9762\u5bf9\u957f\u7a0b\u4efb\u52a1\u548c\u975e\u5e38\u590d\u6742\u7684\u4e0a\u4e0b\u6587\uff08\u6bd4\u5982500\u6b65\u751a\u81f3\u66f4\u957f\uff09\uff0c\u5f88\u591a\u6a21\u578b\u4e0d\u4e00\u5b9a\u80fd\u505a\u597d\u89c4\u5212\u3002\u8fd9\u672c\u8d28\u4e0a\u662f\u56e0\u4e3a\u6a21\u578b\u53ef\u80fd\u4e0d\u5177\u5907\u8fd9\u6837\u7684\u9690\u6027\u77e5\u8bc6\uff0c\u7279\u522b\u662f\u5728\u590d\u6742\u5782\u76f4\u9886\u57df\u3002\u6211\u89c9\u5f97\u672a\u6765\u7684Planning\u9700\u8981\u628a\u5f88\u591a\u5df2\u6709\u7684\u590d\u6742\u4efb\u52a1\u77e5\u8bc6\u56fa\u5316\u5230\u6a21\u578b\u91cc\u3002<\/p>\n

\u5f53\u7136\uff0cSkill\u548cHarness\u672c\u8d28\u4e0a\u4e5f\u662f\u4e3a\u4e86\u7f13\u89e3Planning\u5e26\u6765\u7684\u9519\u8bef\uff0c\u56e0\u4e3a\u63d0\u4f9b\u4e86\u9ad8\u8d28\u91cf\u7684Skill\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6a21\u578b\u53bb\u5b8c\u6210\u6bd4\u8f83\u96be\u7684\u4efb\u52a1\u3002\u8fd9\u662f\u9488\u5bf9Planning\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n

\u7136\u540e\u662fMemory\uff1a\u73b0\u5728Memory\u6c38\u8fdc\u5b58\u5728\u4fe1\u606f\u538b\u7f29\u4e0d\u51c6\u786e\u3001\u8bb0\u4e0d\u51c6\u7684\u95ee\u9898\u3002\u5728\u957f\u7ebf\u4efb\u52a1\u548c\u590d\u6742\u573a\u666f\u4e0b\uff0cMemory\u4f1a\u66b4\u589e\uff0c\u5e26\u6765\u5f88\u5927\u7684\u538b\u529b\u3002\u73b0\u5728\u5404\u7c7bLLM\u548cAgent\u90fd\u91c7\u7528\u6700\u7b80\u5355\u7684\u6587\u4ef6\u7cfb\u7edf\u3001Markdown\u683c\u5f0f\u7684Memory\uff0c\u901a\u8fc7\u5171\u4eab\u6587\u4ef6\u6765\u505a\u3002\u6211\u89c9\u5f97\u672a\u6765\u7684Memory\u5e94\u8be5\u8d70\u5411\u5206\u5c42\u8bbe\u8ba1\uff0c\u8ba9Memory\u66f4\u901a\u7528\u3002<\/p>\n

\u56e0\u4e3a\u73b0\u5728\u7684\u6574\u4e2aMemory\u673a\u5236\u5f88\u96be\u901a\u7528\uff0c\u6bd4\u5982Coding\u573a\u666f\u3001\u6df1\u5ea6\u5b66\u4e60\u3001\u591a\u5a92\u4f53<\/a>\u9886\u57df\uff0c\u6a21\u6001\u5dee\u522b\u5f88\u5927\u3002\u5982\u4f55\u5bf9\u8fd9\u4e9bMemory\u505a\u5f88\u597d\u7684\u68c0\u7d22\u7d22\u5f15\u3001\u505a\u5230\u66f4\u9ad8\u6548\uff0c\u6c38\u8fdc\u662f\u4e00\u4e2a\u6743\u8861\u3002<\/p>\n

\u53e6\u5916\u4e00\u70b9\u662f\uff0cOpenCode\u8ba9\u5927\u5bb6\u521b\u5efaAgent\u7684\u95e8\u69db\u5927\u5e45\u964d\u4f4e\u4e4b\u540e\uff0c\u672a\u6765\u53ef\u80fd\u4e0d\u6b62\u4e00\u4e2aAgent\u3002\u6211\u770b\u5230Kimi\u4e5f\u6709Agent Swarm\uff08\u667a\u80fd\u4f53\u7fa4\uff09\u673a\u5236\uff0c\u76f8\u5f53\u4e8e\u672a\u6765\u6bcf\u4e2a\u4eba\u4f1a\u62e5\u6709\u4e00\u7fa4Agent\u3002\u4e00\u7fa4Agent\u76f8\u6bd4\u4e8e\u5355\u4e2aAgent\uff0c\u4e0a\u4e0b\u6587\u4f1a\u66b4\u589e\uff0c\u73b0\u5728\u8fd8\u6ca1\u6709\u4e00\u5957\u5f88\u597d\u7684\u673a\u5236\u53bb\u7ba1\u7406\uff0c\u5c24\u5176\u5bf9\u590d\u6742Coding\u3001\u79d1\u7814\u53d1\u73b0\u6765\u8bf4\uff0c\u4e0d\u7ba1\u5bf9\u6a21\u578b\u8fd8\u662f\u5bf9Agent\u67b6\u6784\uff0c\u538b\u529b\u90fd\u5f88\u5927\u3002<\/p>\n

\u5bf9\u4e8eTool Use\u8fd9\u5757\uff1a\u73b0\u5728Skill\u8fd8\u662f\u5b58\u5728MCP\u5f53\u5e74\u7684\u95ee\u9898\uff0c\u5c31\u662f\u8d28\u91cf\u4e0d\u4fdd\u969c\u3001\u6709\u5b89\u5168\u95ee\u9898\u3002\u73b0\u5728Skill\u786e\u5b9e\u5f88\u591a\uff0c\u4f46\u9ad8\u8d28\u91cfSkill\u6bd4\u8f83\u5c11\uff0c\u4f4e\u8d28\u91cfSkill\u4f1a\u5f88\u5f71\u54cd\u4efb\u52a1\u5b8c\u6210\u5ea6\u3002\u53e6\u5916\uff0cSkill\u4e5f\u5f88\u96be\u907f\u514d\u6076\u610f\u95ee\u9898\u3002<\/p>\n

\u6240\u4ee5Tool Use\u8fd9\u5757\u53ef\u80fd\u9700\u8981\u9760\u793e\u533a\uff0c\u628aSkill\u53d1\u5c55\u5f97\u66f4\u597d\uff0c\u5347\u7ea7\u5230\u5728\u6267\u884c\u8fc7\u7a0b\u4e2d\u8fdb\u5316\u51fa\u65b0Skill\u7684\u80fd\u529b\u3002<\/p>\n

\u8fd9\u5c31\u662f\u6211\u89c9\u5f97\u5f53\u4e0bAgent\u5b58\u5728\u7684\u4e00\u4e9b\u75db\u70b9\u548c\u672a\u6765\u6f5c\u5728\u7684\u65b9\u5411\u3002<\/p>\n

\u8c08\u672a\u6765\u4e00\u5e74\u5927\u6a21\u578b\u53d1\u5c55\uff1a\u751f\u6001\u3001\u81ea\u8fdb\u5316\u3001\u53ef\u6301\u7eed token\u3001\u7b97\u529b<\/font><\/b><\/p>\n

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\u9ec4\u8d85\uff1a<\/b>\u6211\u89c9\u5f97\uff0c\u5728 AI \u9886\u57df\u8c08\u5341\u4e8c\u4e2a\u6708\uff0c\u5176\u5b9e\u5df2\u7ecf\u662f\u4e00\u4e2a\u5f88\u9065\u8fdc\u7684\u65f6\u95f4\u4e86\uff0c\u5f88\u96be\u5224\u65ad\u5341\u4e8c\u4e2a\u6708\u4e4b\u540e\u4f1a\u53d1\u5c55\u6210\u4ec0\u4e48\u6837\u3002\u539f\u6765\u8fd9\u91cc\u9762\u5199\u7684\u662f\u4e94\u5e74\uff0c\u4f46\u6211\u89c9\u5f97\u628a\u65f6\u95f4\u7f29\u77ed\u5230\u4e00\u5e74\uff0c\u53cd\u800c\u66f4\u771f\u5b9e\u3002<\/p>\n

\u5982\u679c\u8ba9\u6211\u7528\u4e00\u4e2a\u8bcd\u6765\u6982\u62ec\uff0c\u6211\u4f1a\u9009\u201c\u751f\u6001\u201d\u3002<\/p>\n

\u73b0\u5728\u201c\u9f99\u867e\u201d\u8ba9\u5927\u5bb6\u53d8\u5f97\u975e\u5e38\u6d3b\u8dc3\uff0c\u4f46\u6211\u8ba4\u4e3a\uff0c\u672a\u6765 agent \u771f\u6b63\u91cd\u8981\u7684\u65b9\u5411\uff0c\u662f\u4ece\u4e00\u4e2a\u201c\u4e2a\u4eba\u52a9\u624b\u201d\u8fdb\u4e00\u6b65\u8f6c\u53d8\u6210\u4e00\u4e2a\u771f\u6b63\u7684\u201c\u6253\u5de5\u4eba\u201d\u89d2\u8272\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5b83\u4e0d\u80fd\u53ea\u662f\u56e0\u4e3a\u65b0\u9c9c\u3001\u597d\u73a9\u800c\u88ab\u5927\u5bb6\u4f7f\u7528\uff0c\u800c\u662f\u8981\u771f\u6b63\u6c89\u6dc0\u4e0b\u6765\uff0c\u6210\u4e3a\u5927\u5bb6\u65e5\u5e38\u5de5\u4f5c\u7684\u5de5\u5177\uff0c\u751a\u81f3\u6210\u4e3a\u4e00\u4e2a\u771f\u6b63\u7684 coworker\u3002<\/p>\n

\u6240\u4ee5\u6211\u89c9\u5f97\uff0c\u8fd9\u4ef6\u4e8b\u4e00\u5b9a\u9700\u8981\u6574\u4e2a\u751f\u6001\u5171\u540c\u52aa\u529b\u3002\u5c24\u5176\u662f\u5f00\u6e90\u975e\u5e38\u91cd\u8981\u2014\u2014\u5f53\u76f8\u5173\u6280\u672f\u63a2\u7d22\uff0c\u5305\u62ec\u6a21\u578b\u5c42\u9762\u7684\u5f88\u591a\u6280\u672f\uff0c\u90fd\u5f00\u6e90\u51fa\u6765\u4e4b\u540e\uff0c\u6574\u4e2a\u751f\u6001\u624d\u6709\u673a\u4f1a\u4e00\u8d77\u5171\u5efa\u3002\u4e0d\u7ba1\u662f\u6a21\u578b\u8fed\u4ee3\u3001skills \u5e73\u53f0\u8fed\u4ee3\uff0c\u8fd8\u662f\u5404\u79cd\u5de5\u5177\u7684\u53d1\u5c55\uff0c\u6211\u89c9\u5f97\u90fd\u9700\u8981\u66f4\u597d\u5730\u56f4\u7ed5 agent \u6765\u6784\u5efa\uff0c\u521b\u9020\u4e00\u4e2a\u66f4\u9002\u5408\u5b83\u751f\u957f\u7684\u751f\u6001\u3002<\/p>\n

\u4ece\u6211\u4e2a\u4eba\u7684\u611f\u53d7\u6765\u770b\uff0c\u4e00\u4e2a\u6bd4\u8f83\u660e\u663e\u7684\u8d8b\u52bf\u662f\uff1a\u672a\u6765\u5f88\u591a\u8f6f\u4ef6\uff0c\u53ef\u80fd\u672a\u5fc5\u8fd8\u662f\u4e3b\u8981\u7ed9\u4eba\u7528\u7684\u3002\u8fc7\u53bb\u7684\u8f6f\u4ef6\u9ed8\u8ba4\u662f\u9762\u5411\u4eba\u7684\uff0c\u800c\u4eba\u9700\u8981 GUI\uff1b\u4f46\u672a\u6765\u5f88\u591a\u8f6f\u4ef6\uff0c\u53ef\u80fd\u4f1a\u8d8a\u6765\u8d8a\u9762\u5411 agent \u539f\u751f\u4f7f\u7528\uff0c\u4e5f\u5c31\u662f agent native\u3002\u8fd9\u6837\u7684\u8bdd\uff0c\u53ef\u80fd\u4f1a\u51fa\u73b0\u4e00\u79cd\u5f88\u6709\u610f\u601d\u7684\u72b6\u6001\uff1a\u4eba\u6700\u7ec8\u53ea\u4f7f\u7528\u90a3\u4e9b\u80fd\u8ba9\u81ea\u5df1\u611f\u5230\u5feb\u4e50\u7684 GUI\u3002<\/p>\n

\u6240\u4ee5\u6211\u4eec\u4e5f\u770b\u5230\uff0c\u6574\u4e2a\u751f\u6001\u6b63\u5728\u4ece GUI\u3001MCP\uff0c\u9010\u6e10\u8f6c\u5411 CLI \u8fd9\u6837\u7684\u6a21\u5f0f\u3002\u6211\u89c9\u5f97\u8fd9\u80cc\u540e\u8bf4\u660e\uff0c\u6574\u4e2a\u8f6f\u4ef6\u7cfb\u7edf\u3001\u6570\u636e\u4f53\u7cfb\uff0c\u4ee5\u53ca\u5404\u79cd\u6280\u672f\u80fd\u529b\uff0c\u90fd\u9700\u8981\u9010\u6b65\u53d8\u6210agent native\u7684\u6a21\u5f0f\u3002\u53ea\u6709\u8fd9\u6837\uff0cagent \u7684\u53d1\u5c55\u624d\u4f1a\u771f\u6b63\u4e30\u5bcc\u8d77\u6765\u3002<\/p>\n

\u7f57\u798f\u8389\uff1a<\/b>\u6211\u89c9\u5f97\uff0c\u628a\u8fd9\u4e2a\u95ee\u9898\u7f29\u5c0f\u5230\u4e00\u5e74\uff0c\u5176\u5b9e\u975e\u5e38\u6709\u610f\u4e49\u3002\u56e0\u4e3a\u5982\u679c\u653e\u5230\u4e94\u5e74\uff0c\u4ece\u6211\u81ea\u5df1\u5bf9 AGI \u7684\u5b9a\u4e49\u6765\u770b\uff0c\u6211\u751a\u81f3\u4f1a\u89c9\u5f97\u5b83\u5df2\u7ecf\u5b9e\u73b0\u4e86\u3002<\/p>\n

\u5982\u679c\u8981\u7528\u4e00\u4e2a\u8bcd\u6765\u63cf\u8ff0\u63a5\u4e0b\u6765\u4e00\u5e74\u91cc\uff0cAGI \u8fdb\u7a0b\u4e2d\u6700\u5173\u952e\u7684\u4e00\u4ef6\u4e8b\uff0c\u6211\u8ba4\u4e3a\u4f1a\u662f\u201c\u81ea\u8fdb\u5316\u201d\u3002<\/p>\n

\u867d\u7136\u8fd9\u4e2a\u8bcd\u542c\u8d77\u6765\u6709\u70b9\u7384\uff0c\u8fc7\u53bb\u4e00\u5e74\u5927\u5bb6\u4e5f\u63d0\u8fc7\u5f88\u591a\u6b21\uff0c\u4f46\u6211\u6700\u8fd1\u624d\u771f\u6b63\u5bf9\u5b83\u6709\u4e86\u66f4\u6df1\u7684\u4f53\u4f1a\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u6211\u5f00\u59cb\u770b\u5230\u201c\u81ea\u8fdb\u5316\u201d\u8fd9\u4ef6\u4e8b\uff0c\u5df2\u7ecf\u51fa\u73b0\u4e86\u4e00\u4e2a\u66f4\u52a1\u5b9e\u3001\u53ef\u843d\u5730\u3001\u53ef\u5b9e\u64cd\u7684\u8def\u5f84\u3002<\/p>\n

\u539f\u56e0\u5728\u4e8e\uff0c\u501f\u52a9\u4e8e\u8db3\u591f\u5f3a\u5927\u7684\u6a21\u578b\uff0c\u6211\u4eec\u4e4b\u524d\u5728 chat \u8fd9\u4e2a\u8303\u5f0f\u4e0b\uff0c\u5176\u5b9e\u5e76\u6ca1\u6709\u771f\u6b63\u53d1\u6325\u51fa\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u4e0a\u9650\u3002\u800c\u8fd9\u4e2a\u4e0a\u9650\uff0c\u73b0\u5728\u6b63\u5728\u88ab agent \u6846\u67b6\u6fc0\u6d3b\u3002\u5c24\u5176\u662f\u5f53\u6a21\u578b\u5f00\u59cb\u6267\u884c\u66f4\u957f\u65f6\u95f4\u4efb\u52a1\u7684\u65f6\u5019\uff0c\u6211\u4eec\u4f1a\u53d1\u73b0\uff0c\u5b83\u662f\u53ef\u4ee5\u81ea\u5df1\u5b66\u4e60\u3001\u81ea\u5df1\u8fdb\u5316\u7684\u3002<\/p>\n

\u4e00\u4e2a\u5f88\u7b80\u5355\u7684\u5c1d\u8bd5\u5c31\u662f\uff1a\u5728\u73b0\u6709\u7684 agent \u6846\u67b6\u91cc\uff0c\u7ed9\u5b83\u53e0\u52a0\u4e00\u4e2a\u53ef\u9a8c\u8bc1\u7684\u7ea6\u675f\u6761\u4ef6\uff0c\u518d\u7ed9\u5b83\u8bbe\u7f6e\u4e00\u4e2a loop\uff0c\u8ba9\u6a21\u578b\u4e0d\u505c\u4e0b\u6765\u3001\u6301\u7eed\u5730\u56f4\u7ed5\u76ee\u6807\u8fed\u4ee3\u4f18\u5316\u3002\u8fd9\u6837\u6211\u4eec\u5c31\u4f1a\u53d1\u73b0\uff0c\u5b83\u80fd\u591f\u4e0d\u65ad\u62ff\u51fa\u66f4\u597d\u7684\u65b9\u6848\u3002<\/p>\n

\u5982\u679c\u8fd9\u79cd\u81ea\u8fdb\u5316\u6301\u7eed\u4e0b\u53bb\uff0c\u73b0\u5728\u5176\u5b9e\u5df2\u7ecf\u53ef\u4ee5\u8dd1\u4e00\u4e24\u5929\u4e86\uff0c\u56fd\u5185\u5f88\u591a\u6a21\u578b\u57fa\u672c\u90fd\u80fd\u505a\u5230\uff0c\u5f53\u7136\u8fd9\u4e5f\u548c\u4efb\u52a1\u96be\u5ea6\u6709\u5173\u3002\u6bd4\u5982\u5728\u4e00\u4e9b\u79d1\u5b66\u7814\u7a76\u4efb\u52a1\u91cc\uff0c\u50cf\u63a2\u7d22\u66f4\u597d\u7684\u6a21\u578b\u7ed3\u6784\uff0c\u56e0\u4e3a\u6a21\u578b\u7ed3\u6784\u672c\u8eab\u6709\u660e\u786e\u7684\u8bc4\u4f30\u6807\u51c6\uff0c\u6bd4\u5982\u66f4\u4f4e\u7684 perplexity\uff0c\u8fd9\u7c7b\u4efb\u52a1\u5c31\u6bd4\u8f83\u9002\u5408\u9a8c\u8bc1\u3002\u6211\u4eec\u5df2\u7ecf\u53d1\u73b0\uff0c\u5728\u8fd9\u79cd\u786e\u5b9a\u6027\u8f83\u9ad8\u7684\u4efb\u52a1\u4e0a\uff0c\u6a21\u578b\u80fd\u591f\u81ea\u4e3b\u8fd0\u884c\u548c\u6f14\u5316\u4e24\u4e09\u5929\u3002<\/p>\n

\u6240\u4ee5\u4ece\u6211\u7684\u89d2\u5ea6\u770b\uff0c\u81ea\u8fdb\u5316\u662f\u76ee\u524d\u552f\u4e00\u4e00\u4e2a\u771f\u6b63\u6709\u673a\u4f1a\u521b\u9020\u201c\u65b0\u4e1c\u897f\u201d\u7684\u65b9\u5411\u3002\u5b83\u4e0d\u662f\u7b80\u5355\u66ff\u4ee3\u73b0\u6709\u4eba\u7684\u751f\u4ea7\u529b\uff0c\u800c\u662f\u50cf\u9876\u5c16\u79d1\u5b66\u5bb6\u4e00\u6837\uff0c\u53bb\u63a2\u7d22\u8fd9\u4e2a\u4e16\u754c\u4e0a\u539f\u672c\u8fd8\u4e0d\u5b58\u5728\u7684\u4e1c\u897f\u3002<\/p>\n

\u5176\u5b9e\u4e00\u5e74\u524d\uff0c\u6211\u8fd8\u89c9\u5f97\u8fd9\u4e2a\u8fdb\u7a0b\u53ef\u80fd\u9700\u8981\u4e09\u5230\u4e94\u5e74\uff1b\u4f46\u5c31\u5728\u6700\u8fd1\uff0c\u6211\u5f00\u59cb\u89c9\u5f97\u8fd9\u4e2a\u65f6\u95f4\u5c3a\u5ea6\u5e94\u8be5\u7f29\u77ed\u5230\u4e00\u5230\u4e24\u5e74\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u6211\u4eec\u5f88\u53ef\u80fd\u5728\u8fd1\u671f\u5c31\u80fd\u770b\u5230\uff1a\u5927\u6a21\u578b\u53e0\u52a0\u4e00\u4e2a\u5f88\u5f3a\u7684\u81ea\u8fdb\u5316 agent \u6846\u67b6\u540e\uff0c\u5bf9\u79d1\u5b66\u7814\u7a76\u5e26\u6765\u81f3\u5c11\u6307\u6570\u7ea7\u7684\u52a0\u901f\u3002<\/p>\n

\u56e0\u4e3a\u6211\u6700\u8fd1\u5df2\u7ecf\u89c2\u5bdf\u5230\uff0c\u6211\u4eec\u7ec4\u5185\u505a\u5927\u6a21\u578b\u7814\u7a76\u7684\u540c\u5b66\uff0c\u4ed6\u4eec\u7684 workflow \u672c\u8eab\u5c31\u9ad8\u5ea6\u4e0d\u786e\u5b9a\u3001\u4f9d\u8d56\u521b\u9020\u529b\u3002\u800c\u501f\u52a9 cloud code\uff0c\u518d\u52a0\u4e0a\u9876\u5c16\u6a21\u578b\uff0c\u57fa\u672c\u5df2\u7ecf\u80fd\u591f\u628a\u6211\u4eec\u81ea\u5df1\u7684\u7814\u7a76\u6548\u7387\u63d0\u5347\u63a5\u8fd1\u5341\u500d\u3002<\/p>\n

\u6240\u4ee5\u6211\u975e\u5e38\u671f\u5f85\uff0c\u8fd9\u6837\u7684\u8303\u5f0f\u80fd\u591f\u8f90\u5c04\u5230\u66f4\u5e7f\u6cdb\u7684\u5b66\u79d1\u548c\u9886\u57df\u3002\u6211\u89c9\u5f97\u8fd9\u662f\u63a5\u4e0b\u6765\u975e\u5e38\u91cd\u8981\u7684\u4e00\u4ef6\u4e8b\u3002<\/p>\n

\u590f\u7acb\u96ea\uff1a<\/b>\u6211\u7684\u5173\u952e\u8bcd\u662f\u201c\u53ef\u6301\u7eed token\u201d\u3002\u56e0\u4e3a\u6211\u770b\u5230\uff0c\u73b0\u5728\u6574\u4e2a AI \u7684\u53d1\u5c55\u4ecd\u7136\u5904\u5728\u4e00\u4e2a\u957f\u671f\u6301\u7eed\u63a8\u8fdb\u7684\u8fc7\u7a0b\u4e2d\u3002\u6211\u4eec\u4e5f\u5e0c\u671b\uff0c\u5b83\u80fd\u591f\u771f\u6b63\u5177\u5907\u957f\u671f\u7684\u751f\u547d\u529b\u3002<\/p>\n

\u4ece\u57fa\u7840\u8bbe\u65bd\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u4e00\u4e2a\u975e\u5e38\u73b0\u5b9e\u7684\u95ee\u9898\u662f\uff1a\u8d44\u6e90\u7ec8\u7a76\u662f\u6709\u9650\u7684\u3002\u5c31\u50cf\u6211\u4eec\u5f53\u5e74\u8bb2\u201c\u53ef\u6301\u7eed\u53d1\u5c55\u201d\u4e00\u6837\uff0c\u73b0\u5728\u7ad9\u5728\u201ctoken \u5de5\u5382\u201d\u7684\u89c6\u89d2\uff0c\u6211\u4eec\u80fd\u4e0d\u80fd\u6301\u7eed\u3001\u7a33\u5b9a\u3001\u5927\u89c4\u6a21\u5730\u63d0\u4f9b token\uff0c\u8ba9\u9876\u5c16\u6a21\u578b\u771f\u6b63\u957f\u671f\u5730\u670d\u52a1\u66f4\u591a\u4e0b\u6e38\u573a\u666f\uff0c\u6211\u89c9\u5f97\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u5173\u952e\u7684\u95ee\u9898\u3002<\/p>\n

\u6240\u4ee5\u73b0\u5728\u6211\u4eec\u4e5f\u9700\u8981\u628a\u89c6\u89d2\u653e\u5bbd\u5230\u6574\u4e2a\u751f\u6001\u3002\u4ece\u6700\u65e9\u7684\u80fd\u6e90\uff0c\u5230\u8f6c\u5316\u4e3a\u7b97\u529b\uff0c\u518d\u5230\u8f6c\u5316\u4e3a token\uff0c\u6700\u7ec8\u8f6c\u5316\u6210\u5b9e\u9645\u7684\u7ecf\u6d4e\u4ef7\u503c\u548c GDP\uff0c\u8fd9\u91cc\u9762\u5e94\u8be5\u5f62\u6210\u4e00\u4e2a\u53ef\u6301\u7eed\u7684\u3001\u7ecf\u6d4e\u5316\u7684\u8fed\u4ee3\u94fe\u8def\u3002\u6211\u4eec\u4e0d\u4ec5\u8981\u628a\u56fd\u5185\u7684\u5404\u79cd\u7b97\u529b\u8d44\u6e90\u7528\u8d77\u6765\uff0c\u4e5f\u5728\u52aa\u529b\u628a\u8fd9\u4e9b\u80fd\u529b\u8f93\u51fa\u5230\u6d77\u5916\uff0c\u8ba9\u5168\u7403\u8d44\u6e90\u80fd\u591f\u88ab\u6253\u901a\u548c\u6574\u5408\u3002<\/p>\n

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\u8fc7\u53bb\u6211\u4eec\u8bb2\u7684\u662fMade in China\u3002\u6211\u4eec\u770b\u5230\uff0c\u4e2d\u56fd\u80fd\u591f\u628a\u4f4e\u6210\u672c\u3001\u9ad8\u6548\u7387\u7684\u5236\u9020\u80fd\u529b\u8f6c\u5316\u6210\u4f18\u8d28\u5546\u54c1\uff0c\u518d\u8f93\u51fa\u5230\u5168\u7403\u3002\u90a3\u4eca\u5929\u6211\u4eec\u60f3\u505a\u7684\uff0c\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u53ef\u4ee5\u7406\u89e3\u4e3aAI Made in China\uff1a\u628a\u4e2d\u56fd\u5728\u80fd\u6e90\u7b49\u65b9\u9762\u7684\u4f18\u52bf\uff0c\u901a\u8fc7 token \u5de5\u5382\uff0c\u53ef\u6301\u7eed\u5730\u8f6c\u5316\u6210\u4f18\u8d28 token\uff0c\u5e76\u8f93\u51fa\u5230\u5168\u7403\u3002<\/p>\n

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