{"id":2236,"date":"2025-01-14T15:07:57","date_gmt":"2025-01-14T07:07:57","guid":{"rendered":"https:\/\/www.15zhi.net\/blog\/?p=2236"},"modified":"2025-01-14T15:07:57","modified_gmt":"2025-01-14T07:07:57","slug":"202501-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-decoagent-large-language-model-empowered-decentralized-autonomous-collaboration-agents-based-on-smart-contracts","status":"publish","type":"post","link":"https:\/\/www.15zhi.net\/blog\/202501-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-decoagent-large-language-model-empowered-decentralized-autonomous-collaboration-agents-based-on-smart-contracts\/","title":{"rendered":"202501 \u8bba\u6587\u7814\u8bfb-DeCoAgent: Large Language Model Empowered Decentralized Autonomous Collaboration Agents Based on Smart Contracts"},"content":{"rendered":"\n<p>\u4f5c\u8005\uff1aAnan Jin; Yuhang Ye; Brian Lee; Yuansong Qiao<br>\u6765\u6e90\uff1aIEEE Access<br>\u65f6\u95f4\uff1a2024\u5e74<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u80cc\u666f<\/h2>\n\n\n\n<p>LLMs\u8d4b\u80fd\u7684\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u5728\u5404\u79cd\u4efb\u52a1\u5904\u7406\u4e2d\u8868\u73b0\u51fa\u51fa\u8272\u7684\u6027\u80fd\uff0c\u4f46\u5f53\u524d\u591a\u4e2aLLM\u4ee3\u7406\u534f\u4f5c\u7684\u65b9\u6cd5\u662f\u9759\u6001\u56fa\u5b9a\u7684\uff0c\u5373\u6bcf\u4e2a\u667a\u80fd\u4f53\u90fd\u88ab\u5206\u914d\u4e86\u4e0e\u5176\u4ed6\u4ee3\u7406\u7684\u56fa\u5b9a\u8fde\u63a5\uff0c\u4f18\u79c0\u7684\u6027\u80fd\u4f9d\u8d56\u4e8e\u5047\u8bbe\uff1a\u6240\u6709\u53c2\u4e0e\u8005\u5904\u4e8e\u672c\u5730\u5c01\u95ed\u73af\u5883\u4e14\u8bda\u5b9e\u884c\u4e8b\u3002\u66b4\u9732\u4e86\u7f3a\u4e4f\u52a8\u6001\u8c03\u6574\u80fd\u529b\u548c\u65e0\u6cd5\u5728\u4e0d\u53ef\u4fe1\u73af\u5883\u4e2d\u534f\u4f5c\u7684\u5c40\u9650\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6280\u672f\u6846\u67b6<\/h2>\n\n\n\n<p>\u9488\u5bf9\u4e8e\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u5728\u7f3a\u4e4f\u52a8\u6001\u8c03\u6574\u3001\u4f9d\u8d56\u53ef\u4fe1\u73af\u5883\u534f\u4f5c\u7684\u5c40\u9650\uff0c\u4f5c\u8005\u901a\u8fc7\u7ed3\u5408\u5927\u8bed\u8a00\u6a21\u578b\u548c\u667a\u80fd\u5408\u7ea6\uff0c\u63d0\u51faDeCoAgent\u6846\u67b6\u3002DeCoAgent \u4f7f\u7528\u533a\u5757\u94fe\u63d0\u4f9b\u4e00\u4e2a\u5f00\u653e\u3001\u53bb\u4e2d\u5fc3\u5316\u548c\u53bb\u4fe1\u4efb\u7684\u73af\u5883\uff0c\u5141\u8bb8 AI \u4ee3\u7406\u53d1\u73b0\u5e76\u76f8\u4e92\u534f\u4f5c\uff0c\u4ee5\u4fc3\u8fdb\u53bb\u4e2d\u5fc3\u5316\u7684\u81ea\u4e3b\u534f\u4f5c\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u79cd\u534f\u4f5c\u673a\u5236\u6765\u652f\u6301\u5404\u79cd\u4ee3\u7406\uff0c\u4ece\u800c\u5b9e\u73b0\u7075\u6d3b\u548c\u52a8\u6001\u7684\u4ea4\u4e92\u3002<\/p>\n\n\n\n<p><strong>\u521b\u65b0\u70b9\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u52a8\u6001\u534f\u4f5c\uff1a\u7a81\u7834\u4f20\u7edf\u9759\u6001\u591a\u4ee3\u7406\u7cfb\u7edf\u7684\u5c40\u9650\u3002<\/li>\n\n\n\n<li>\u667a\u80fd\u5316\u652f\u6301\uff1a\u7ed3\u5408 LLM \u7406\u89e3\u590d\u6742\u4efb\u52a1\u6307\u4ee4\u3002<\/li>\n\n\n\n<li>\u53ef\u4fe1\u5e73\u53f0\uff1a\u5229\u7528\u533a\u5757\u94fe\u4fdd\u8bc1\u6570\u636e\u900f\u660e\u548c\u5b89\u5168\u3002<\/li>\n\n\n\n<li>\u5f00\u653e\u6027\uff1a\u652f\u6301\u4e0d\u53ef\u4fe1\u73af\u5883\u4e2d\u7684\u4ee3\u7406\u534f\u4f5c\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\u6838\u5fc3\u6a21\u5757<\/strong>\uff1a<br>\u7cfb\u7edf\u901a\u8fc7\u6838\u5fc3\u6a21\u5757\u7684\u534f\u540c\u5de5\u4f5c\uff0c\u8c03\u7528\u667a\u80fd\u5408\u7ea6\u5b8c\u6210\u4e0d\u53ef\u4fe1\u73af\u5883\u4e2d\u7684\u52a8\u6001\u534f\u4f5c\u3002\u6846\u67b6\u4e3a\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u534f\u4f5c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u534f\u4f5c\u5e73\u53f0\uff0c\u5141\u8bb8\u667a\u80fd\u4f53\u901a\u8fc7API\u4e0e\u533a\u5757\u94fe\u4e0a\u5176\u4ed6\u667a\u80fd\u4f53\u8fdb\u884c\u534f\u4f5c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"603\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/01\/image-19.png\" alt=\"\" class=\"wp-image-2238\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/01\/image-19.png 600w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/01\/image-19-150x150.png 150w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Planner\u6a21\u5757\uff1a\u5c06\u7528\u6237\u81ea\u7136\u8bed\u8a00\u8f6c\u5316\u4e3a\u5de5\u4f5c\u6d41\uff0c\u91c7\u7528Few-shot Prompting\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u5de5\u4f5c\u6d41<\/li>\n\n\n\n<li>Verificator\u6a21\u5757\uff1a\u9a8c\u8bc1Planner\u6a21\u5757\u751f\u6210\u5de5\u4f5c\u6d41\u7684\u6b63\u786e\u6027\uff0c\u907f\u514d\u5e7b\u89c9\uff0c\u9002\u7528RAG\u6280\u672f\u6765\u4f18\u5316LLM\u8f93\u51fa<\/li>\n\n\n\n<li>Communication\u6a21\u5757\uff1a\u5b9e\u73b0\u4ee3\u7406\u95f4\u7684\u4efb\u52a1\u5206\u914d\u548c\u5339\u914d\uff0c\u5b9a\u4e49task owner-driven\u51fd\u6570\u548cworker-driven\u51fd\u6570\u6765\u5b9e\u73b0<\/li>\n\n\n\n<li>Controller\u6a21\u5757\uff1a\u5c06\u4efb\u52a1\u5de5\u4f5c\u6d41\u6620\u5c04\u4e3a\u667a\u80fd\u5408\u7ea6\u8c03\u7528\uff0c\u5b8c\u6210\u5177\u4f53\u7684\u539f\u5b50\u64cd\u4f5c<\/li>\n\n\n\n<li>Observation\u6a21\u5757\uff1a\u5b9e\u65f6\u76d1\u63a7\u533a\u5757\u94fe\u72b6\u6001\uff0c\u63d0\u53d6\u4efb\u52a1\u548c\u4ee3\u7406\u4fe1\u606f<\/li>\n\n\n\n<li>Memory\u6a21\u5757\uff1a\u5b58\u50a8\u4ee3\u7406\u4fe1\u606f\u548c\u4efb\u52a1\u8be6\u7ec6\u4fe1\u606f\uff0c\u4f18\u5316\u68c0\u7d22\u67e5\u8be2\u6548\u7387<\/li>\n<\/ul>\n\n\n\n<p><strong>\u667a\u80fd\u5408\u7ea6\u8bbe\u8ba1\uff1a<\/strong><br>\u6846\u67b6\u8bbe\u8ba1\u4e2d\u91c7\u7528\u4e86\u5e38\u7528\u7684\u5408\u7ea6\u8bbe\u8ba1\uff0c\u5bf9\u4e8e\u4ee3\u7406\u534f\u4f5c\uff0c\u4e3b\u8981\u6d89\u53ca\u6ce8\u518c\u3001\u4efb\u52a1\u53d1\u5e03\u3001\u4efb\u52a1\u90e8\u7f72\u3001\u4efb\u52a1\u8bf7\u6c42\u3001\u8bc4\u7ea7\u548c\u67e5\u8be2\u529f\u80fd\u3002\u6846\u67b6\u5b9a\u4e49public\u51fd\u6570\u7528\u4e8e\u529f\u80fd\u5b9e\u73b0\uff0cpublic view\u51fd\u6570\u7528\u4e8e\u72b6\u6001\u67e5\u8be2\u3002<\/p>\n\n\n\n<p>public\u51fd\u6570\uff1aregister\uff08\uff09\u3001postTask\uff08\uff09\u3001deployTask\uff08\uff09\u3001requestTask\uff08\uff09 \u548c ratingWorker\uff08\uff09\u5206\u522b\u5bf9\u5e94\u6ce8\u518c\u3001\u4efb\u52a1\u53d1\u5e03\u3001\u4efb\u52a1\u90e8\u7f72\u3001\u8bf7\u6c42\u4efb\u52a1\u548c\u4efb\u52a1\u8bc4\u4ef7\u529f\u80fd\u3002<br>public view\u51fd\u6570\uff1agetUser\uff08\uff09\u3001getTask\uff08\uff09\u3001getUserByAddress\uff08\uff09\u3001getTaskWithID\uff08\uff09 \u548c queryByCapability\uff08\uff09\u5206\u522b\u5bf9\u5e94\u4ee3\u7406\u4fe1\u606f\u3001\u4efb\u52a1\u4fe1\u606f\u3001\u901a\u8fc7\u5730\u5740\u67e5\u8be2\u4ee3\u7406\u3001\u901a\u8fc7\u529f\u80fd\u67e5\u8be2\u4ee3\u7406\u3001\u901a\u8fc7\u4efb\u52a1ID\u67e5\u8be2\u4efb\u52a1\u4fe1\u606f\u3002<\/p>\n\n\n\n<p><br>\u7cfb\u7edf\u5e8f\u5217\u56fe\u5982\u56fe\u4e0b\u6240\u793a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"604\" height=\"549\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/01\/image-40.png\" alt=\"\" class=\"wp-image-2262\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/01\/image-40.png 604w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/01\/image-40-300x273.png 300w\" sizes=\"auto, (max-width: 604px) 100vw, 604px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u6846\u67b6\u5b9e\u73b0\u548c\u6848\u4f8b\u5206\u6790<\/h2>\n\n\n\n<p>\u6280\u672f\u6808\uff1a<br>\u533a\u5757\u94fe\uff1aGanache\uff08\u865a\u62df\u4ee5\u592a\u574a\uff09 Remix\uff08\u667a\u80fd\u5408\u7ea6\u5f00\u53d1\uff09 MetaMask\uff08\u94b1\u5305\uff09<br>LLM\uff1aOpenAI gpt-4 ChatCompletion API<br>Remix \u5e73\u53f0\u8fde\u63a5\u5230 MetaMask\uff0cMetaMask \u8fde\u63a5\u5230 Ganache\uff0c\u5f62\u6210\u4e00\u4e2a\u5b8c\u6574\u7684\u533a\u5757\u94fe\u6d4b\u8bd5\u5e73\u53f0\u3002\u5bfc\u5165\u4e86Python\u4e2d\u7684OpenAI API\u5e93\uff0c\u5c06\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u6574\u5408\u5230\u8fd9\u4e2a\u5e73\u53f0\u4e2d\u3002\u7136\u540e\uff0c\u4f7f\u7528Python\u8fde\u63a5\u5230Ganache\u7f51\u7edc\uff0c\u5c06\u5e73\u53f0\u4e2d\u7684\u6240\u6709\u7ec4\u4ef6\u8fde\u63a5\u8d77\u6765\uff0c\u4ece\u800c\u6784\u5efa\u4e00\u4e2a\u53bb\u4e2d\u5fc3\u5316\u7684\u81ea\u4e3b\u534f\u4f5c\u6846\u67b6\u3002<\/p>\n\n\n\n<p><strong>\u8bc4\u4f30<\/strong><\/p>\n\n\n\n<p>\u6587\u7ae0\u5728prompt\u90e8\u5206\u91c7\u7528\u7684few-shot\u65b9\u6cd5\u6765\u8bbe\u8ba1\u63d0\u793a\uff0c\u793a\u4f8b\u63d0\u793a\u7684\u6570\u91cf\u4f1a\u5f71\u54cd\u751f\u6210\u6587\u672c\u7684\u8d28\u91cf\uff0c\u4f46\u540c\u65f6\u66f4\u957f\u7684\u793a\u4f8b\u4f1a\u589e\u52a0\u8ba1\u7b97\u6210\u672c\uff0c\u4e3b\u8981\u5206\u4e3a\u591a\u6b21\u6d4b\u8bd5\u7684\u54cd\u5e94\u51c6\u786e\u6027\u548c\u201c\u201d\u201cPass@k\u201d\u6307\u6807\u6765\u627e\u51fa\u6700\u4f18\u793a\u4f8b\u63d0\u793a\u6570\u91cf\u3002\u901a\u8fc7\u6bd4\u5bf9\u7ed3\u679c\uff0c\u6700\u4f18\u793a\u4f8b\u63d0\u793a\u6570\u91cf\u4e3a2.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"271\" height=\"52\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/01\/image-42.png\" alt=\"\" class=\"wp-image-2267\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"299\" height=\"222\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/01\/image-41.png\" alt=\"\" class=\"wp-image-2266\" style=\"width:280px;height:auto\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"579\" height=\"354\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/01\/image-43.png\" alt=\"\" class=\"wp-image-2268\" style=\"width:360px;height:auto\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/01\/image-43.png 579w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/01\/image-43-300x183.png 300w\" sizes=\"auto, (max-width: 579px) 100vw, 579px\" \/><\/figure>\n\n\n\n<p><strong>\u6848\u4f8b\u5b9e\u73b0\uff1a<\/strong><br>\u5bf9\u4e8e\u529f\u80fd\u7684\u6d4b\u8bd5\uff0c\u5b9e\u9a8c\u5b9a\u4e49\u4e86\u4efb\u52a1ID\u4e3a6\uff0c\u8981\u6c42\u662f\u201c\u6211\u6709\u4e00\u4e2a\u8981\u4fee\u590d\u7684Python\u9519\u8bef\u201d\uff0c\u7528\u6237\u8f93\u5165\u201cHow would you deploy a task to other users in a smart contract by input ID is 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