{"id":249,"date":"2023-08-08T15:04:49","date_gmt":"2023-08-08T07:04:49","guid":{"rendered":"https:\/\/myhelpfulai.com\/?p=249"},"modified":"2023-08-08T17:45:21","modified_gmt":"2023-08-08T09:45:21","slug":"rang-ai-wan-cheng-ruan-jian-tuan-dui-de-gong-zuo","status":"publish","type":"post","link":"https:\/\/aitimes.link\/index.php\/2023\/08\/08\/rang-ai-wan-cheng-ruan-jian-tuan-dui-de-gong-zuo\/","title":{"rendered":"\u8ba9AI\u5b8c\u6210\u8f6f\u4ef6\u56e2\u961f\u7684\u5de5\u4f5c"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">github\u9879\u76ee\uff1a<a href=\"https:\/\/github.com\/geekan\/MetaGPT\/ \">https:\/\/github.com\/geekan\/MetaGPT\/ <\/a><br>\u8bba\u6587\u94fe\u63a5 <a href=\"https:\/\/arxiv.org\/pdf\/2308.00352.pdf\">https:\/\/arxiv.org\/pdf\/2308.00352.pdf<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5728github\u4e0a\uff0c\u4f5c\u8005\u79f0\u4e4b\u4e3a&#8221;MetaGPT: \u591a\u667a\u80fd\u4f53\u6846\u67b6&#8221;\u3002<br><\/strong>\u201cMETA PROGRAMMING FOR MULTI-AGENT COLLABORATIVE FRAMEWORK\u201d<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>MetaGPT\u8f93\u5165<strong>\u4e00\u53e5\u8bdd\u7684\u8001\u677f\u9700\u6c42<\/strong>\uff0c\u8f93\u51fa<strong>\u7528\u6237\u6545\u4e8b \/ \u7ade\u54c1\u5206\u6790 \/ \u9700\u6c42 \/ \u6570\u636e\u7ed3\u6784 \/ APIs \/ \u6587\u4ef6\u7b49<\/strong><\/li>\n\n\n\n<li>MetaGPT\u5185\u90e8\u5305\u62ec<strong>\u4ea7\u54c1\u7ecf\u7406 \/ \u67b6\u6784\u5e08 \/ \u9879\u76ee\u7ecf\u7406 \/ \u5de5\u7a0b\u5e08<\/strong>\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a<strong>\u8f6f\u4ef6\u516c\u53f8<\/strong>\u7684\u5168\u8fc7\u7a0b\u4e0e\u7cbe\u5fc3\u8c03\u914d\u7684SOP\n<ol class=\"wp-block-list\">\n<li><code>Code = SOP(Team)<\/code>&nbsp;\u662f\u6838\u5fc3\u54f2\u5b66\u3002\u6211\u4eec\u5c06SOP\u5177\u8c61\u5316\uff0c\u5e76\u4e14\u7528\u4e8eLLM\u6784\u6210\u7684\u56e2\u961f<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>     \u6839\u636e\u8bba\u6587\u7efc\u8ff0\u90e8\u5206\u63cf\u8ff0\uff1a\u76ee\u524dLLM\u5728\u590d\u6742\u4efb\u52a1\u4e2d\u4e3b\u8981\u7684\u95ee\u9898\u662f\u201c\u5e7b\u89c9\u201d\uff0c\u5e76\u4e14\u5728\u591a\u4e2a\u667a\u80fd\u4f53\u76f8\u4e92\u4f5c\u7528\u65f6\u5e7b\u89c9\u95ee\u9898\u4f1a\u88ab\u65e0\u9650\u653e\u5927\u3002<\/strong>  <br>MetaGPT\u6846\u67b6\u7684\u521b\u65b0\u5728\u4e8e\uff0c\u4f5c\u4e3a\u5143\u7f16\u7a0b\u6ce8\u5165\u6709\u6548\u7684\u4eba\u5de5\u5de5\u4f5c\u6d41\uff0c\u6765\u9a71\u52a8\u591a\u667a\u80fd\u4f53\u8fdb\u884c\u534f\u4f5c\u3002 \u7279\u522b\u662f\u5f15\u5165\u4e86\u6807\u51c6Standard\u0002ized Operating Procedures (SOPs)\u6d41\u7a0b\u5f53\u505aprompt\u63d0\u793a\uff0c\u8fdb\u4e00\u6b65\u4fc3\u8fdb\u6a21\u5757\u5316\u8f93\u51fa\u3001\u8fdb\u884c\u4ea4\u53c9\u6821\u9a8c\u3002  \u5b83\u5229\u7528\u88c5\u914d\u7ebf\u5de5\u4f5c\u6a21\u578b\uff0c\u628a\u4e0d\u540c\u89d2\u8272\u5de5\u4f5c\u5206\u914d\u7ed9\u4e0d\u540c\u4ee3\u7406\uff0c\u4ece\u800c\u7b80\u5386\u4e00\u4e2a\u6709\u6548\u6846\u67b6\uff0c\u5185\u805a\u7684\u89e3\u6784\u590d\u6742\u591a\u4e3b\u4f53\u534f\u4f5c\u95ee\u9898\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e0b\u9762\u5c31\u662f\u6211\u7684\u4e00\u53e5\u8bdd\u9700\u6c42 <code>\"\u7528python\u7684pygame\u6846\u67b6,\u5199\u4e00\u4e2a\u8d2a\u5403\u86c7\u6e38\u620f\"<\/code><\/strong><br>  -\u8ddf\u9879\u76ee\u7684demo\u4e0d\u4e00\u6837\uff0c\u8fd9\u91cc\u6211\u6307\u5b9a\u4e86\u4e00\u4e2apygame\u6846\u67b6\uff0c\u8fd9\u4e2a\u7684\u517c\u5bb9\u6027\u66f4\u597d\u3002\u5f53\u7136\u4e5f\u53ef\u4ee5\u6d4b\u8bd5AI\u662f\u4e0d\u662f\u771f\u6b63\u7684\u80fd\u7406\u89e3\u9700\u6c42\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u914d\u7f6e\u597d\u9879\u76ee\u540e\uff0c\u8fd0\u884c<br><code>python startup.py \"\u7528python\u7684pygame\u6846\u67b6,\u5199\u4e00\u4e2a\u8d2a\u5403\u86c7\u6e38\u620f\" --code_review True<\/code><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"530\" height=\"1024\" src=\"https:\/\/myhelpfulai.com\/wp-content\/uploads\/2023\/08\/image-1-530x1024.png\" alt=\"\" class=\"wp-image-252\" srcset=\"https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-1-530x1024.png 530w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-1-155x300.png 155w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-1.png 590w\" sizes=\"auto, (max-width: 530px) 100vw, 530px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4ee5\u770b\u5230\u8fd9\u91cc\u7ed9\u6211\u4eec\u751f\u6210\u4e86\u5b9e\u73b0\u8def\u5f84\u7684\u5206\u6790\u3001\u9700\u6c42\u62c6\u89e3\u3001API\u5b9e\u73b0\u7684\u6587\u6863<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"511\" src=\"https:\/\/myhelpfulai.com\/wp-content\/uploads\/2023\/08\/image-2-1024x511.png\" alt=\"\" class=\"wp-image-253\" srcset=\"https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-2-1024x511.png 1024w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-2-300x150.png 300w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-2-768x383.png 768w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-2-1536x766.png 1536w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-2-2048x1021.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"693\" src=\"https:\/\/myhelpfulai.com\/wp-content\/uploads\/2023\/08\/image-3-1024x693.png\" alt=\"\" class=\"wp-image-254\" srcset=\"https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-3-1024x693.png 1024w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-3-300x203.png 300w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-3-768x520.png 768w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-3-1536x1040.png 1536w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-3.png 2026w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"604\" src=\"https:\/\/myhelpfulai.com\/wp-content\/uploads\/2023\/08\/image-4-1024x604.png\" alt=\"\" class=\"wp-image-255\" srcset=\"https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-4-1024x604.png 1024w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-4-300x177.png 300w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-4-768x453.png 768w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-4-1536x906.png 1536w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-4-2048x1208.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd8\u6709\u6309mmd\u5bfc\u56fe\uff0cpdf\uff0cpng\uff0csvg\u591a\u683c\u5f0f\u8f93\u51fa\u7684\u8d44\u6599\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/myhelpfulai.com\/wp-content\/uploads\/2023\/08\/image-7.png\" alt=\"\" class=\"wp-image-258\" srcset=\"https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-7.png 500w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-7-300x300.png 300w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-7-150x150.png 150w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"475\" height=\"537\" src=\"https:\/\/myhelpfulai.com\/wp-content\/uploads\/2023\/08\/image-5.png\" alt=\"\" class=\"wp-image-256\" srcset=\"https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-5.png 475w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-5-265x300.png 265w\" sizes=\"auto, (max-width: 475px) 100vw, 475px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"984\" height=\"1024\" src=\"https:\/\/myhelpfulai.com\/wp-content\/uploads\/2023\/08\/image-6-984x1024.png\" alt=\"\" class=\"wp-image-257\" srcset=\"https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-6-984x1024.png 984w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-6-288x300.png 288w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-6-768x800.png 768w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-6.png 1070w\" sizes=\"auto, (max-width: 984px) 100vw, 984px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u81ea\u52a8\u5199\u597d\u7684\u4ee3\u7801\uff0c\u4e5f\u662f\u53ef\u4ee5\u76f4\u63a5\u8dd1\u8d77\u6765\u7684\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"827\" src=\"https:\/\/myhelpfulai.com\/wp-content\/uploads\/2023\/08\/image-8-1024x827.png\" alt=\"\" class=\"wp-image-259\" srcset=\"https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-8-1024x827.png 1024w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-8-300x242.png 300w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-8-768x620.png 768w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-8-1536x1240.png 1536w, https:\/\/aitimes.link\/wp-content\/uploads\/2023\/08\/image-8.png 1578w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/s3.ap-east-1.amazonaws.com\/my-helpful-ai\/public\/smart-snake.mp4\"><\/video><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>github\u9879\u76ee\uff1ahttps:\/\/github.com\/geekan\/MetaGPT\/ \u8bba\u6587\u94fe\u63a5 https: [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-249","post","type-post","status-publish","format-standard","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/posts\/249","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/comments?post=249"}],"version-history":[{"count":6,"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/posts\/249\/revisions"}],"predecessor-version":[{"id":268,"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/posts\/249\/revisions\/268"}],"wp:attachment":[{"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/media?parent=249"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/categories?post=249"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/tags?post=249"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}