{"id":6423,"date":"2025-05-15T12:49:31","date_gmt":"2025-05-15T12:49:31","guid":{"rendered":"https:\/\/www.myshirtai.com\/archives\/6423"},"modified":"2025-05-15T12:49:31","modified_gmt":"2025-05-15T12:49:31","slug":"%e6%b7%b1%e5%85%a5%e7%90%86%e8%a7%a3langgraph%ef%bc%9a%e6%9e%84%e5%bb%ba%e6%99%ba%e8%83%bdai%e5%b7%a5%e4%bd%9c%e6%b5%81%e7%9a%84%e6%96%b0%e8%8c%83%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/www.myshirtai.com\/ru\/archives\/6423","title":{"rendered":"\u0411\u043e\u043b\u0435\u0435 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0435 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 LangGraph: \u043d\u043e\u0432\u0430\u044f \u043f\u0430\u0440\u0430\u0434\u0438\u0433\u043c\u0430 \u0434\u043b\u044f \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u0440\u0430\u0431\u043e\u0447\u0438\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 \u0418\u0418"},"content":{"rendered":"<p>\u0412 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445 \u0441\u0442\u0440\u0435\u043c\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0440\u0430\u0437\u0432\u0438\u0442\u0438\u044f \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u0418\u0418 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u0418\u0418 \u0441\u0442\u0430\u043b\u0430 \u0432\u0430\u0436\u043d\u043e\u0439 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043e\u0439 \u0434\u043b\u044f \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u0439 \u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432. \u0422\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u044b \u0432\u044b\u0437\u043e\u0432\u0430 \u0446\u0435\u043f\u043e\u0447\u0435\u043a \u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u043d\u0435 \u0432 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0438 \u0441\u043f\u0440\u0430\u0432\u0438\u0442\u044c\u0441\u044f \u0441 \u0442\u0430\u043a\u0438\u043c\u0438 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f\u043c\u0438, \u043a\u0430\u043a \u043c\u043d\u043e\u0433\u043e\u0441\u0442\u0443\u043f\u0435\u043d\u0447\u0430\u0442\u044b\u0435 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u044f, \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0438 \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u0432. LangGraph, \u0440\u0435\u0432\u043e\u043b\u044e\u0446\u0438\u043e\u043d\u043d\u044b\u0439 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c \u0418\u0418, \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u043d\u0430\u043c \u043d\u043e\u0432\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u0440\u0430\u0431\u043e\u0447\u0438\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043c\u043e\u0434\u0435\u043b\u0438 \u0433\u0440\u0430\u0444\u043e\u0432\u043e\u0433\u043e \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u044f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-15_180727_416_cleanup-realesr-animevideov3-x2-x2.png\" alt=\"\" class=\"wp-image-1230\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u6838\u5fc3\u7406\u5ff5\u4e0e\u8bbe\u8ba1\u54f2\u5b66\">\u041e\u0441\u043d\u043e\u0432\u043d\u0430\u044f \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u044f \u0438 \u0444\u0438\u043b\u043e\u0441\u043e\u0444\u0438\u044f \u0434\u0438\u0437\u0430\u0439\u043d\u0430 LangGraph<\/h2>\n\n\n\n<p>\u041e\u0441\u043d\u043e\u0432\u043d\u0430\u044f \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u044f LangGraph \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e\u0431\u044b \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0442\u044c \u0441\u043b\u043e\u0436\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u0418\u0418 \u043a\u0430\u043a \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u043e\u0433\u043e \u0433\u0440\u0430\u0444\u0430, \u0433\u0434\u0435 \u043a\u0430\u0436\u0434\u044b\u0439 \u0443\u0437\u0435\u043b \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0441\u043e\u0431\u043e\u0439 \u0435\u0434\u0438\u043d\u0438\u0446\u0443 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f, \u0430 \u0440\u0435\u0431\u0440\u0430 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u044e\u0442 \u043f\u043e\u0442\u043e\u043a \u0438 \u0443\u0441\u043b\u043e\u0432\u0438\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f. \u042d\u0442\u0430 \u0444\u0438\u043b\u043e\u0441\u043e\u0444\u0438\u044f \u0434\u0438\u0437\u0430\u0439\u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u0430 \u043d\u0430 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u043c \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0438 \u0441\u043b\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u4e3a\u4ec0\u4e48\u9700\u8981langgraph\">\u0417\u0430\u0447\u0435\u043c \u0432\u0430\u043c \u043d\u0443\u0436\u0435\u043d LangGraph?<\/h3>\n\n\n\n<p>\u041f\u043e \u043c\u0435\u0440\u0435 \u0442\u043e\u0433\u043e \u043a\u0430\u043a \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u044f\u0442 \u043a \u0431\u043e\u043b\u0435\u0435 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u043c, \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u043c\u044b\u043c \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c, \u0431\u044b\u0441\u0442\u0440\u043e \u0440\u0430\u0441\u0442\u0435\u0442 \u043f\u043e\u0442\u0440\u0435\u0431\u043d\u043e\u0441\u0442\u044c \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445, \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u044b\u0445 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u043e\u0442\u0432\u0435\u0447\u0430\u0442\u044c \u043d\u0430 \u043f\u0440\u043e\u0441\u0442\u044b\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b. \u041e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f\u043c \u0431\u043e\u043b\u044c\u0448\u0435 \u043d\u0435 \u043d\u0443\u0436\u043d\u044b \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u043e\u0442\u0432\u0435\u0447\u0430\u0442\u044c \u043d\u0430 \u0437\u0430\u043f\u0440\u043e\u0441\u044b, \u0438\u043c \u043d\u0443\u0436\u043d\u044b \u0441\u0438\u0441\u0442\u0435\u043c\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u0434\u0443\u043c\u0430\u0442\u044c, \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0438 \u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c. \u042d\u0442\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043d\u043e\u0432\u043e\u0433\u043e \u043f\u043e\u043a\u043e\u043b\u0435\u043d\u0438\u044f \u0434\u043e\u043b\u0436\u043d\u044b \u0443\u043c\u0435\u0442\u044c:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u041a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0446\u0438\u044f \u0432 \u043c\u043d\u043e\u0433\u043e\u0441\u0442\u0443\u043f\u0435\u043d\u0447\u0430\u0442\u043e\u043c \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435<\/li>\n\n\n\n<li>\u0412\u044b\u0431\u043e\u0440 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449\u0435\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0438\u043b\u0438 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0430 \u0434\u0430\u043d\u043d\u044b\u0445<\/li>\n\n\n\n<li>\u041f\u043e\u0438\u0441\u043a \u0438 \u043e\u0441\u043c\u044b\u0441\u043b\u0435\u043d\u0438\u0435 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043d\u043e\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438<\/li>\n\n\n\n<li>\u0410\u0432\u0442\u043e\u043d\u043e\u043c\u043d\u043e\u0435 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0431\u0435\u0437 \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e\u0433\u043e \u0432\u043c\u0435\u0448\u0430\u0442\u0435\u043b\u044c\u0441\u0442\u0432\u0430 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-15_193006_975_cleanup-scaled.jpg\" alt=\"\" class=\"wp-image-1242\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u56fe\u7ed3\u6784\u7684\u4e09\u5927\u8981\u7d20\">\u0422\u0440\u0438 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u044b<\/h3>\n\n\n\n<p>\u042f\u0434\u0440\u043e LangGraph \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u043e \u043d\u0430 \u0442\u0440\u0435\u0445 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0445 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430\u0445:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0423\u0437\u0435\u043b<\/strong>: \u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0441\u043e\u0431\u043e\u0439 \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u0443\u044e \u0435\u0434\u0438\u043d\u0438\u0446\u0443 \u0438 \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c:\n<ul class=\"wp-block-list\">\n<li>\u0423\u0437\u043b\u044b \u0430\u0433\u0435\u043d\u0442\u0430: \u0438\u043d\u043a\u0430\u043f\u0441\u0443\u043b\u0438\u0440\u0443\u044e\u0442 \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0430\u0433\u0435\u043d\u0442\u0430<\/li>\n\n\n\n<li>\u0423\u0437\u0435\u043b \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432: \u0432\u044b\u0437\u043e\u0432 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0445 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432<\/li>\n\n\n\n<li>\u0423\u0437\u0435\u043b END: \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u043a\u043e\u043d\u0446\u0430 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u041a\u0440\u0430\u0439<\/strong>: \u0420\u0430\u0437\u043c\u0435\u0442\u043a\u0430 \u043f\u0443\u0442\u0438 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0432 \u043f\u043e\u0442\u043e\u043a\u0435 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0439 \u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u0435, \u043a \u043a\u0430\u043a\u043e\u043c\u0443 \u0443\u0437\u043b\u0443 \u043f\u0435\u0440\u0435\u0439\u0442\u0438 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c:\n<ul class=\"wp-block-list\">\n<li>\u041f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0435 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 (\u043b\u0438\u043d\u0435\u0439\u043d\u044b\u0439 \u043f\u043e\u0442\u043e\u043a)<\/li>\n\n\n\n<li>\u0423\u0441\u043b\u043e\u0432\u043d\u044b\u0435 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u044b (\u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0439)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u0413\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u043e<\/strong>: \u0412 \u0442\u0435\u0447\u0435\u043d\u0438\u0435 \u0432\u0441\u0435\u0433\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430, \u0437\u0430\u043f\u0438\u0441\u044b\u0432\u0430\u044f \u0434\u0430\u043d\u043d\u044b\u0435 \u0438\u043b\u0438 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0435 \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f, \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u044f \u043f\u043e\u0442\u043e\u043a\u043e\u043c \u043c\u0435\u0436\u0434\u0443 \u0443\u0437\u043b\u0430\u043c\u0438.<\/li>\n<\/ol>\n\n\n\n<p>\u0422\u0430\u043a\u0430\u044f \u043a\u043e\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f \u0434\u0435\u043b\u0430\u0435\u0442 LangGraph \u043e\u0447\u0435\u043d\u044c \u043c\u043e\u0434\u0443\u043b\u044c\u043d\u044b\u043c \u0438 \u0438\u043d\u0442\u0443\u0438\u0442\u0438\u0432\u043d\u043e \u043f\u043e\u043d\u044f\u0442\u043d\u044b\u043c, \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u0435\u0442 \u0435\u0433\u043e \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449\u0438\u043c \u0434\u043b\u044f \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u043e\u043b\u0436\u043d\u044b \u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0439 \u043b\u043e\u0433\u0438\u043a\u0435 \u0438 \u0443\u0441\u043b\u043e\u0432\u043d\u044b\u043c \u0432\u0435\u0442\u0432\u043b\u0435\u043d\u0438\u044f\u043c.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-15_173024_065.png\" alt=\"\" class=\"wp-image-1226\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u72b6\u6001\u7ba1\u7406\u4e0e\u5de5\u4f5c\u6d41\u6784\u5efa\">\u0423\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f\u043c\u0438 \u0438 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435 \u0440\u0430\u0431\u043e\u0447\u0438\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 \u0432 LangGraph<\/h2>\n\n\n\n<p>\u0423\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0435\u043c - \u043e\u0434\u043d\u0430 \u0438\u0437 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 LangGraph, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442 \u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u043e\u0431\u0449\u0435\u0435 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0435 \u0432\u0441\u0435\u0433\u043e \u0440\u0430\u0431\u043e\u0447\u0435\u0433\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043c\u043e\u0434\u0435\u043b\u0438 Pydantic.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u72b6\u6001\u5b9a\u4e49\u4e0e\u7ba1\u7406\">\u041e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u043e\u043c<\/h3>\n\n\n\n<p>LangGraph \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 TypedDict \u0438\u043b\u0438 Pydantic \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f, \u0438 \u043a\u0430\u0436\u0434\u044b\u0439 \u0443\u0437\u0435\u043b \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0434\u043e\u0441\u0442\u0443\u043f \u0438 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u044d\u0442\u043e \u043e\u0431\u0449\u0435\u0435 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0435:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">\u043a\u043b\u0430\u0441\u0441 AgentState(TypedDict).\n    messages: List[BaseMessage] # ConversationHistory\n    agent_outcome: str # \u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435\n    tool_response: str # \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0432\u044b\u0437\u043e\u0432\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/accesswximg_cleanup-realesr-animevideov3-x2-x2_C.jpg\" alt=\"\" class=\"wp-image-1231\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u8282\u70b9\u7684\u5b9e\u73b0\">\u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0443\u0437\u043b\u0430<\/h3>\n\n\n\n<p>\u0423\u0437\u043b\u044b - \u044d\u0442\u043e \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438, \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u044e\u0449\u0438\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438, \u043e\u043d\u0438 \u043f\u043e\u043b\u0443\u0447\u0430\u044e\u0442 \u0442\u0435\u043a\u0443\u0449\u0435\u0435 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0435 \u0438 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u044e\u0442 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u043e\u0435:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">def agent_decision_node(state: AgentState) -&gt; dict.\n    # \u0410\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u043c \u043d\u0430\u043c\u0435\u0440\u0435\u043d\u0438\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f \u0438 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u043c \u0440\u0435\u0448\u0435\u043d\u0438\u0435\n    last_message = state[\"messages\"][-1].content\n    # \u0412\u043e\u0437\u0432\u0440\u0430\u0442 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0433\u043e \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043d\u0430\u043c\u0435\u0440\u0435\u043d\u0438\u044f\n    return {\"agent_outcome\": decision}\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/640-2.png\" alt=\"\" class=\"wp-image-1237\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u5de5\u4f5c\u6d41\u7684\u7ec4\u88c5\">\u0421\u0431\u043e\u0440\u043a\u0430 \u0440\u0430\u0431\u043e\u0447\u0438\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432<\/h3>\n\n\n\n<p>\u0421 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043a\u043b\u0430\u0441\u0441\u0430 StateGraph \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u044f\u0442\u044c \u0443\u0437\u043b\u044b \u0438 \u0440\u0435\u0431\u0440\u0430 \u0432 \u043f\u043e\u043b\u043d\u043e\u0446\u0435\u043d\u043d\u044b\u0435 \u0440\u0430\u0431\u043e\u0447\u0438\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u044b:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">workflow = StateGraph(AgentState)\nworkflow.add_node(\"\u0430\u0433\u0435\u043d\u0442\", agent_decision_node)\nworkflow.add_edge(\"\u0430\u0433\u0435\u043d\u0442\", \"\u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\")\nworkflow.set_entry_point(\"\u0430\u0433\u0435\u043d\u0442\")\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/1745583376202-realesr-animevideov3-x2-x2.jpg\" alt=\"\" class=\"wp-image-1240\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u9ad8\u7ea7\u7279\u6027\u4e0e\u6700\u4f73\u5b9e\u8df5\">\u0420\u0430\u0441\u0448\u0438\u0440\u0435\u043d\u043d\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 LangGraph \u0438 \u043b\u0443\u0447\u0448\u0438\u0435 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0438<\/h2>\n\n\n\n<p>LangGraph \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0440\u044f\u0434 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0442 \u0435\u043c\u0443 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0431\u043e\u043b\u0435\u0435 \u0441\u043b\u043e\u0436\u043d\u044b\u0435 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0438.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u6761\u4ef6\u8def\u7531\u4e0e\u52a8\u6001\u51b3\u7b56\">\u0423\u0441\u043b\u043e\u0432\u043d\u0430\u044f \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0438 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0439<\/h3>\n\n\n\n<p>LangGraph \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0443\u0441\u043b\u043e\u0432\u043d\u044b\u0435 \u0440\u0435\u0431\u0440\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0442\u044c \u043f\u0443\u0442\u044c \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\">def router(state).\n    if state[\"intent\"] == \"technical\".\n        return \"expert_agent\"\n    else: if state[\"intent\"] == \"technical\": return \"expert_agent\n        return \"review_agent\"\n\nworkflow.add_conditional_edges(\"intent_agent\", router)\n<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u5faa\u73af\u63a7\u5236\u4e0e\u8fed\u4ee3\u4f18\u5316\">\u0426\u0438\u043a\u043b\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0438 \u0438\u0442\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u0430\u044f \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f<\/h3>\n\n\n\n<p>\u0412 \u043e\u0442\u043b\u0438\u0447\u0438\u0435 \u043e\u0442 \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0445 DAG (\u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0445 \u0430\u0446\u0438\u043a\u043b\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0433\u0440\u0430\u0444\u043e\u0432), LangGraph \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0446\u0438\u043a\u043b\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443, \u0447\u0442\u043e \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0440\u0430\u0443\u043d\u0434\u043e\u0432 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0438 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u044b \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u044b\u0445 \u043f\u043e\u043f\u044b\u0442\u043e\u043a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0426\u0438\u043a\u043b \u0432\u0430\u043b\u0438\u0434\u0430\u0446\u0438\u0438-\u043a\u043e\u0440\u0440\u0435\u043a\u0446\u0438\u0438: \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e\u0435 \u0443\u043b\u0443\u0447\u0448\u0435\u043d\u0438\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u0434\u043e \u0442\u0435\u0445 \u043f\u043e\u0440, \u043f\u043e\u043a\u0430 \u043e\u043d\u0438 \u043d\u0435 \u0431\u0443\u0434\u0443\u0442 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u0430\u043c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430<\/li>\n\n\n\n<li>\u0421\u0430\u043c\u043e\u0440\u0435\u0444\u043b\u0435\u043a\u0441\u0438\u0432\u043d\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c: \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u0430\u044f \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043e\u0431\u0440\u0430\u0442\u043d\u043e\u0439 \u0441\u0432\u044f\u0437\u0438<\/li>\n\n\n\n<li>\u0420\u0435\u0448\u0435\u043d\u0438\u0435 \u043e \u0434\u0440\u0435\u0432\u043e\u0432\u0438\u0434\u043d\u043e\u043c \u043f\u043e\u0438\u0441\u043a\u0435: \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u0438 \u043f\u043e\u0438\u0441\u043a\u0430 \u0432 \u0433\u043b\u0443\u0431\u0438\u043d\u0443 \u0438\u043b\u0438 \u0432 \u0448\u0438\u0440\u0438\u043d\u0443<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/640-1_cleanup.png\" alt=\"\" class=\"wp-image-1236\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u53ef\u89c6\u5316\u4e0e\u8c03\u8bd5\">\u0412\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0438 \u0432\u0432\u043e\u0434 \u0432 \u044d\u043a\u0441\u043f\u043b\u0443\u0430\u0442\u0430\u0446\u0438\u044e<\/h3>\n\n\n\n<p>LangGraph \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u043c\u043e\u0449\u043d\u044b\u0435 \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u043b\u044f \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440 \u0440\u0430\u0431\u043e\u0447\u0438\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\"># \u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0433\u0440\u0430\u0444\u0438\u043a\u0430 \u0440\u0443\u0441\u0430\u043b\u043a\u0438\nmermaid_code = graph.get_graph().draw_mermaid()\n# \u0421\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u0435 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u0432 \u0444\u043e\u0440\u043c\u0430\u0442\u0435 PNG\napp.get_graph().draw_mermaid_png(output_file_path=\"workflow_graph.png\")\n<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-15_173423_785_cleanup.png\" alt=\"\" class=\"wp-image-1228\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u5b9e\u6218\u5e94\u7528\u573a\u666f\">\u041f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f LangGraph<\/h2>\n\n\n\n<p>LangGraph \u0438\u043c\u0435\u0435\u0442 \u0448\u0438\u0440\u043e\u043a\u0438\u0439 \u0441\u043f\u0435\u043a\u0442\u0440 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u0431\u0438\u0437\u043d\u0435\u0441\u0435, \u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u043d\u044f\u0442\u044c \u0435\u0433\u043e \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u667a\u80fd\u5ba2\u670d\u7cfb\u7edf\">\u0418\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043e\u0431\u0441\u043b\u0443\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u043a\u043b\u0438\u0435\u043d\u0442\u043e\u0432<\/h3>\n\n\n\n<p>\u0412 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0438 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043e\u0431\u0441\u043b\u0443\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u043a\u043b\u0438\u0435\u043d\u0442\u043e\u0432 LangGraph \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0441\u043b\u043e\u0436\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u0439:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0420\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435 \u043d\u0430\u043c\u0435\u0440\u0435\u043d\u0438\u0439<\/strong>: \u0410\u043d\u0430\u043b\u0438\u0437 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u0432\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u044f \u0442\u0438\u043f\u043e\u0432 \u043f\u0440\u043e\u0431\u043b\u0435\u043c<\/li>\n\n\n\n<li><strong>\u042d\u043a\u0441\u043f\u0435\u0440\u0442\u043d\u0430\u044f \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0430\u0446\u0438\u044f<\/strong>: \u041d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043d\u044b\u043c \u0430\u0433\u0435\u043d\u0442\u0430\u043c \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0442\u0438\u043f\u0430 \u0432\u043e\u043f\u0440\u043e\u0441\u0430<\/li>\n\n\n\n<li><strong>\u043c\u043d\u043e\u0433\u043e\u0443\u0440\u043e\u0432\u043d\u0435\u0432\u044b\u0439 \u0434\u0438\u0430\u043b\u043e\u0433<\/strong>: \u041f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u043d\u043e\u0433\u043e \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u0438 \u043c\u043d\u043e\u0433\u043e\u0440\u0430\u0443\u043d\u0434\u043e\u0432\u043e\u0433\u043e \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f<\/li>\n\n\n\n<li><strong>\u0447\u0435\u043b\u043e\u0432\u0435\u043a\u043e-\u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u043e<\/strong>: \u0412\u043d\u0435\u0434\u0440\u0435\u043d\u0438\u0435 \u0440\u0443\u0447\u043d\u043e\u0433\u043e \u043e\u0431\u0437\u043e\u0440\u0430 \u0432 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u043c\u043e\u043c\u0435\u043d\u0442\u044b<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u6587\u672c\u5904\u7406\u6d41\u6c34\u7ebf\">\u041a\u043e\u043d\u0432\u0435\u0439\u0435\u0440 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0442\u0435\u043a\u0441\u0442\u0430<\/h3>\n\n\n\n<p>\u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0442\u0440\u0435\u0445\u044d\u0442\u0430\u043f\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0439 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0442\u0435\u043a\u0441\u0442\u0430:<\/p>\n\n\n\n<div class=\"wp-block-code\"><div class=\"xhcode-toolbar\"><i class=\"xhcode-icon-codesvg\"><\/i><span>PHP<\/span><\/div><pre><code lang=\"php\" class=\"language-php\"># \u0423\u0437\u0435\u043b \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0442\u0435\u043a\u0441\u0442\u0430\ndef classification_node(state):\n    # \u041a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0442\u0435\u043a\u0441\u0442 \u043a\u0430\u043a \u043d\u043e\u0432\u043e\u0441\u0442\u044c, \u0431\u043b\u043e\u0433, \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u0438\u043b\u0438 \u0434\u0440\u0443\u0433\u043e\u0435.\n    return {\"classification\": classification}\n\n# \u0423\u0437\u0435\u043b \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0435\u0439\ndef entity_extraction_node(state).\n    # \u0418\u0437\u0432\u043b\u0435\u043a\u0430\u0442\u044c \u0441\u0443\u0449\u043d\u043e\u0441\u0442\u0438, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a \u043b\u044e\u0434\u0438, \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438, \u043c\u0435\u0441\u0442\u0430 \u0438 \u0442. \u0434.\n    return {\"entities\": entities}\n\n# \u0423\u0437\u0435\u043b \u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0440\u0435\u0437\u044e\u043c\u0435\ndef summarisation_node(state).\n    # \u0413\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0442\u0435\u043a\u0441\u0442\u043e\u0432\u043e\u0435 \u0440\u0435\u0437\u044e\u043c\u0435\n    return {\"summary\": summary}\n<\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u591a\u667a\u80fd\u4f53\u534f\u4f5c\">\u0441\u043e\u0442\u0440\u0443\u0434\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0440\u0430\u0437\u0432\u0435\u0434\u043e\u043a<\/h3>\n\n\n\n<p>\u0412 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f\u0445 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0418\u0418 \u0434\u043e\u043b\u0436\u043d\u044b \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0432\u043c\u0435\u0441\u0442\u0435:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u0430\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430<\/strong>: \u041d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043e\u0432 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044e\u0442 \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e<\/li>\n\n\n\n<li><strong>\u0421\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u044c \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432<\/strong>: \u0418\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043c\u043d\u0435\u043d\u0438\u0439 \u0434\u043b\u044f \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u044f \u043e\u043a\u043e\u043d\u0447\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f<\/li>\n\n\n\n<li><strong>\u041a\u0430\u0441\u043a\u0430\u0434\u043d\u043e\u0435 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0439<\/strong>: \u0414\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0432\u044b\u0437\u043e\u0432 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043e\u0432 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/640.png\" alt=\"\" class=\"wp-image-1227\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-langgraph\u4e0e\u5176\u4ed6\u6846\u67b6\u7684\u5bf9\u6bd4\u4e0e\u9009\u62e9\">LangGraph \u0432 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0438 \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430\u043c\u0438 \u0438 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430\u043c\u0438<\/h2>\n\n\n\n<p>\u041f\u0440\u0438 \u0432\u044b\u0431\u043e\u0440\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0432\u0430\u0436\u043d\u043e \u043f\u043e\u043d\u0438\u043c\u0430\u0442\u044c \u0445\u0430\u0440\u0430\u043a\u0442\u0435\u0440\u0438\u0441\u0442\u0438\u043a\u0438 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0438 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0438, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043e\u043d\u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u043c\u044b.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-langgraph-vs-langchain\">LangGraph \u043f\u0440\u043e\u0442\u0438\u0432 LangChain<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u0432\u0437\u044f\u0442\u044c<\/th><th>LangChain<\/th><th>LangGraph<\/th><\/tr><\/thead><tbody><tr><td>\u043f\u0440\u043e\u0441\u0442\u0430\u044f \u043b\u0438\u043d\u0435\u0439\u043d\u0430\u044f \u0437\u0430\u0434\u0430\u0447\u0430<\/td><td>\u2705\u0424\u0438\u0442\u0438\u043d\u0433 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0446\u0435\u043f\u043e\u0447\u043a\u0430 \u0432\u043e\u043f\u0440\u043e\u0441\u043e\u0432 \u0438 \u043e\u0442\u0432\u0435\u0442\u043e\u0432)<\/td><td>\u26a0\ufe0f overdesign<\/td><\/tr><tr><td>\u0441\u043b\u043e\u0436\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441<\/td><td>\u274c \u0422\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0440\u0443\u0447\u043d\u043e\u0435 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0441\u0442\u0430\u0442\u0443\u0441\u043e\u043c<\/td><td>\u2705 \u0412\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u0430\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u043f\u0435\u0442\u0435\u043b\u044c\/\u0440\u0430\u0437\u0432\u0435\u0442\u0432\u043b\u0435\u043d\u0438\u0439<\/td><\/tr><tr><td>\u041c\u043d\u043e\u0433\u043e\u0430\u0433\u0435\u043d\u0442\u043d\u043e\u0435 \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435<\/td><td>\u274c \u0417\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u044c \u043e\u0442 \u043e\u0431\u0449\u0438\u0445 \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0438\u043b\u0438 \u043e\u0431\u0440\u0430\u0442\u043d\u044b\u0445 \u0432\u044b\u0437\u043e\u0432\u043e\u0432<\/td><td>\u2705 \u0412\u0438\u0437\u0443\u0430\u043b\u044c\u043d\u0430\u044f \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0430\u0446\u0438\u044f<\/td><\/tr><tr><td>\u0414\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0439<\/td><td>\u274c \u0416\u0435\u0441\u0442\u043a\u043e \u0437\u0430\u043a\u043e\u0434\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0443\u0441\u043b\u043e\u0432\u0438\u044f<\/td><td>\u2705 \u0423\u0441\u043b\u043e\u0432\u043d\u044b\u0439 \u043f\u0435\u0440\u0435\u0445\u043e\u0434 \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u0432\u0440\u0435\u043c\u0435\u043d\u0438<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u9009\u62e9\u5efa\u8bae\">\u0421\u043e\u0432\u0435\u0442\u044b \u043f\u043e \u0432\u044b\u0431\u043e\u0440\u0443<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 LangChain<\/strong>: \u041a\u043e\u0433\u0434\u0430 \u043f\u043e\u0442\u043e\u043a \u0437\u0430\u0434\u0430\u0447 \u0444\u0438\u043a\u0441\u0438\u0440\u043e\u0432\u0430\u043d, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043f\u0440\u043e\u0441\u0442\u044b\u0435 \u0446\u0435\u043f\u043e\u0447\u043a\u0438 \u0437\u0430\u0434\u0430\u0447 \u0442\u0438\u043f\u0430 \"\u043f\u043e\u0438\u0441\u043a\u2192\u0441\u0443\u043c\u043c\u0430\".<\/li>\n\n\n\n<li><strong>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 LangGraph<\/strong>\u041f\u0440\u0438 \u0440\u0430\u0431\u043e\u0442\u0435 \u0441\u043e \u0441\u043b\u043e\u0436\u043d\u044b\u043c\u0438 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f\u043c\u0438, \u0442\u0430\u043a\u0438\u043c\u0438 \u043a\u0430\u043a \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0439, \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u0432, \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0446\u0438\u043a\u043b\u043e\u0432 \u0438 \u0442.\u0434.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-langgraph\u7684\u72ec\u7279\u4f18\u52bf\">\u0423\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0435 \u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0430 LangGraph<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0421\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f<\/strong>: \u041f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u044f \u0442\u043e\u0447\u0435\u043a \u043e\u0441\u0442\u0430\u043d\u043e\u0432\u0430 \u0438 \u043f\u0435\u0440\u0435\u043c\u0435\u0449\u0435\u043d\u0438\u044f \u0432\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438<\/li>\n\n\n\n<li><strong>\u0413\u043b\u0443\u0431\u043e\u043a\u0430\u044f \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u0441 LangChain<\/strong>: \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u043e\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u0441\u0435\u0445 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u043e\u0432 \u044d\u043a\u043e\u0441\u0438\u0441\u0442\u0435\u043c\u044b LangChain<\/li>\n\n\n\n<li><strong>\u041e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f<\/strong>: \u041e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0435\u0442 \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433, \u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u0436\u0443\u0440\u043d\u0430\u043b\u043e\u0432, \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c \u0432\u0435\u0440\u0441\u0438\u0439 \u0438 \u0434\u0440\u0443\u0433\u0438\u0435 \u0432\u0430\u0436\u043d\u044b\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u043f\u0440\u0435\u0434\u043f\u0440\u0438\u044f\u0442\u0438\u044f.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u7ed3\u8bed\">\u0437\u0430\u043a\u043b\u044e\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0437\u0430\u043c\u0435\u0447\u0430\u043d\u0438\u044f<\/h2>\n\n\n\n<p>LangGraph \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u043d\u043e\u0432\u044b\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u043a \u0440\u0435\u0448\u0435\u043d\u0438\u044e \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u0418\u0418, \u043f\u0440\u0438\u0432\u043d\u043e\u0441\u044f \u0433\u0440\u0430\u0444\u043e\u0432\u043e\u0435 \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u0435 \u0432 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435 \u0440\u0430\u0431\u043e\u0447\u0438\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 \u0418\u0418. \u041e\u043d \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0440\u0435\u0448\u0430\u0435\u0442 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0446\u0435\u043f\u043e\u0447\u0435\u0447\u043d\u044b\u0445 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u0432, \u043d\u043e \u0438 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u043c\u043e\u0449\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u0443\u0440\u043e\u0432\u043d\u044f. \u041f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0418\u0418 \u043f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u044e\u0442 \u0443\u0433\u043b\u0443\u0431\u043b\u044f\u0442\u044c\u0441\u044f, \u0432\u043b\u0430\u0434\u0435\u043d\u0438\u0435 \u0442\u0430\u043a\u0438\u043c\u0438 \u043f\u0435\u0440\u0435\u0434\u043e\u0432\u044b\u043c\u0438 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430\u043c\u0438, \u043a\u0430\u043a LangGraph, \u0441\u0442\u0430\u043d\u0435\u0442 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u043c \u043d\u0430\u0432\u044b\u043a\u043e\u043c \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u0418\u0418.<\/p>\n\n\n\n<p>\u0411\u0443\u0434\u044c \u0442\u043e \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u043e\u0431\u0441\u043b\u0443\u0436\u0438\u0432\u0430\u043d\u0438\u044f \u043a\u043b\u0438\u0435\u043d\u0442\u043e\u0432, \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u043e\u0432 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u043b\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u043c\u0443\u043b\u044c\u0442\u0438\u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f, LangGraph \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0438\u0440\u0443\u0435\u0442 \u0441\u0432\u043e\u044e \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u0443\u044e \u0446\u0435\u043d\u043d\u043e\u0441\u0442\u044c. \u0420\u0430\u0437\u0443\u043c\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0435\u0433\u043e \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f\u043c\u0438, \u0443\u0441\u043b\u043e\u0432\u043d\u043e\u0439 \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0446\u0438\u043a\u043b\u0430\u043c\u0438, \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u0431\u043e\u043b\u0435\u0435 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0435, \u0433\u0438\u0431\u043a\u0438\u0435 \u0438 \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0418\u0418.<\/p>\n\n\n\n<table style=\"width: 100%;border-collapse: collapse;border: 1px solid #ddd\">\r\n<thead>\r\n<tr style=\"height: 48px;background-color: #f5f5f5\">\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">\u0414\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043f\u0440\u043e\u0434\u0443\u043a\u0446\u0438\u0438, \u043f\u043e\u0436\u0430\u043b\u0443\u0439\u0441\u0442\u0430, \u043e\u0437\u043d\u0430\u043a\u043e\u043c\u044c\u0442\u0435\u0441\u044c \u0441<\/h4>\r\n<\/th>\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">\u0421\u043c. \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435<\/h4>\r\n<\/th>\r\n<\/tr>\r\n<\/thead>\r\n<tbody>\r\n<tr style=\"height: 63px\">\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/ru\/\" data-linktype=\"2\">ShirtAI - \u043f\u0440\u043e\u043d\u0438\u043a\u0430\u044e\u0449\u0438\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442<\/a><\/td>\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/ru\/archives\/4425\/\" data-linktype=\"2\">\u0411\u043e\u043b\u044c\u0448\u0430\u044f \u043c\u043e\u0434\u0435\u043b\u044c AIGC: \u043d\u0430\u0447\u0430\u043b\u043e \u044d\u0440\u044b \u0434\u0432\u043e\u0439\u043d\u043e\u0439 \u0440\u0435\u0432\u043e\u043b\u044e\u0446\u0438\u0438 \u0432 \u0438\u043d\u0436\u0435\u043d\u0435\u0440\u043d\u043e\u043c \u0434\u0435\u043b\u0435 \u0438 \u043d\u0430\u0443\u043a\u0435 - \u041f\u0440\u043e\u043d\u0438\u043a\u0430\u044e\u0449\u0430\u044f \u0440\u0430\u0437\u0432\u0435\u0434\u043a\u0430<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 61px\">\r\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/ru\/\" data-linktype=\"2\">1:1 \u0412\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u041a\u043b\u043e\u0434\u0430 \u0438 GPT \u041e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0439 \u0441\u0430\u0439\u0442 - AI Cloud Native<\/a><\/td>\r\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bluelsqkj.com\/archives\/2876\" data-linktype=\"2\">\u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u043f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u0430 \u043f\u0440\u044f\u043c\u044b\u0445 \u0442\u0440\u0430\u043d\u0441\u043b\u044f\u0446\u0438\u0439 \u043c\u0430\u0442\u0447\u0435\u0439 Global HD Sports Viewing Player (\u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442\u0441\u044f) - Blueshirt Technology<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 54px\">\r\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/api.mygptmeta.com\/\" data-linktype=\"2\">\u0422\u0440\u0430\u043d\u0437\u0438\u0442\u043d\u044b\u0439 \u0441\u0435\u0440\u0432\u0438\u0441 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0433\u043e API - GPTMeta API<\/a><\/td>\r\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.zhihu.com\/question\/621055223\/answer\/3633615705\" data-linktype=\"2\">\u041f\u043e\u043c\u043e\u0433\u0438\u0442\u0435, \u043c\u043e\u0436\u0435\u0442 \u043b\u0438 \u043a\u0442\u043e-\u043d\u0438\u0431\u0443\u0434\u044c \u0438\u0437 \u0432\u0430\u0441 \u0434\u0430\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0441\u043e\u0432\u0435\u0442\u043e\u0432 \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u0437\u0430\u0434\u0430\u0432\u0430\u0442\u044c \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u0432 GPT? - \u0437\u043d\u0430\u043d\u0438\u0435<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 70px\">\r\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/shop.blueshirtmap.com\/\" data-linktype=\"2\">\u0413\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u044b\u0439 \u0446\u0438\u0444\u0440\u043e\u0432\u043e\u0439 \u043c\u0430\u0433\u0430\u0437\u0438\u043d \u0432\u0438\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u0442\u043e\u0432\u0430\u0440\u043e\u0432 - Global SmarTone (Feng Ling Ge)<\/a><\/td>\r\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bilibili.com\/video\/BV1efpneYE54\/?spm_id_from=333.1387.homepage.video_card.click\" data-linktype=\"2\">\u041d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043c\u043e\u0449\u043d\u043e\u0439 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u044f Claude airtfacts, \u0447\u0442\u043e GPT \u043c\u0433\u043d\u043e\u0432\u0435\u043d\u043d\u043e \u043f\u0435\u0440\u0435\u0441\u0442\u0430\u0435\u0442 \u0445\u043e\u0440\u043e\u0448\u043e \u043f\u0430\u0445\u043d\u0443\u0442\u044c? -BeepBeep<\/a><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>","protected":false},"excerpt":{"rendered":"<p>LangGraph - \u044d\u0442\u043e \u0440\u0435\u0432\u043e\u043b\u044e\u0446\u0438\u043e\u043d\u043d\u044b\u0439 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u0418\u0418 \u0434\u043b\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0433\u0440\u0430\u0444\u043e\u0432\u044b\u0445 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440, \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u044e\u0449\u0438\u0439 \u043c\u043d\u043e\u0433\u043e\u0441\u0442\u0443\u043f\u0435\u043d\u0447\u0430\u0442\u044b\u0435 \u0440\u0430\u0441\u0441\u0443\u0436\u0434\u0435\u043d\u0438\u044f, \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0438 \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u043d\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u0432. \u0415\u0433\u043e \u044f\u0434\u0440\u043e \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0443\u0437\u043b\u0430\u043c\u0438, \u0433\u0440\u0430\u043d\u044f\u043c\u0438 \u0438 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u044f\u043c\u0438, \u0447\u0442\u043e \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u0440\u0430\u0431\u043e\u0447\u0438\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u044b. \u041f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441 \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u043c\u0438 \u0433\u0440\u0430\u0444\u0430\u043c\u0438 LangGraph \u043e\u0441\u043d\u0430\u0449\u0435\u043d \u0444\u0443\u043d\u043a\u0446\u0438\u044f\u043c\u0438 \u0443\u0441\u043b\u043e\u0432\u043d\u043e\u0439 \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0430\u0446\u0438\u0438, \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0446\u0438\u043a\u043b\u0430\u043c\u0438 \u0438 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