{"id":12569,"date":"2024-06-28T13:53:36","date_gmt":"2024-06-28T18:53:36","guid":{"rendered":"http:\/\/skimai.com\/?p=12569"},"modified":"2024-06-28T13:53:36","modified_gmt":"2024-06-28T18:53:36","slug":"%e3%82%aa%e3%83%bc%e3%83%88%e3%82%b8%e3%82%a7%e3%83%b3%e3%81%a8%e3%81%af-%e3%82%aa%e3%83%bc%e3%83%88%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%9e%e3%83%ab%e3%83%81%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3","status":"publish","type":"post","link":"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/","title":{"rendered":"AutoGen\u3068\u306f\uff1fAutogen\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306e\u5b8c\u5168\u30ac\u30a4\u30c9"},"content":{"rendered":"<p>\u4eba\u5de5\u77e5\u80fd\u306e\u5206\u91ce\u3067\u306f\u6700\u8fd1\u3001\u3088\u308a\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u3067\u9069\u5fdc\u529b\u306e\u3042\u308b\u30b7\u30b9\u30c6\u30e0\u3078\u3068\u5927\u304d\u304f\u30b7\u30d5\u30c8\u3057\u3066\u3044\u308b\u3002 <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ja\/ai%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%ef%bc%8b%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%e3%83%af%e3%83%bc%e3%82%af%e3%83%95%e3%83%ad%e3%83%bc%ef%bc%8b%e3%82%a2%e3%83%bc\/\">AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/a>.\u3053\u308c\u3089\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9ad8\u5ea6\u5316\u3059\u308b\u306b\u3064\u308c\u3066\u3001\u4eba\u9593\u306e\u5171\u540c\u4f5c\u696d\u3084\u554f\u984c\u89e3\u6c7a\u306e\u30c0\u30a4\u30ca\u30df\u30af\u30b9\u3092\u6a21\u5023\u3057\u3001\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5171\u540c\u3067\u4f5c\u696d\u3067\u304d\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u958b\u767a\u306b\u307e\u3059\u307e\u3059\u6ce8\u76ee\u304c\u96c6\u307e\u3063\u3066\u3044\u308b\u3002<\/p>\n\n\n<p>\u3053\u308c\u3089\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3068 <a rel=\"noopener noreferrer\" 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class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/06\/fd7aea7a-4f6a-41bb-9cc7-aa5ea8769af4.webp\" alt=\"\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\uff09\" \/>\n<\/figure>\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u30c8\u30b0\u30eb\u76ee\u6b21\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u30c8\u30b0\u30eb<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" 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>\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8AutoGen\uff1a\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Understanding_Microsoft_AutoGen\" >\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8AutoGen\u3092\u7406\u89e3\u3059\u308b<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Key_features_and_capabilities_of_AutogGen\" >\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u4e3b\u306a\u7279\u5fb4\u3068\u6a5f\u80fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" 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href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#2_User_Proxy_Agent\" >2.\u30e6\u30fc\u30b6\u30d7\u30ed\u30ad\u30b7\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#3_Other_agent_types\" >3.\u305d\u306e\u4ed6\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Integration_with_LLMs\" >LLM\u3068\u306e\u7d71\u5408<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#How_AutoGen_Works\" 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>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u5229\u70b9<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Enhancing_AI_application_development\" >AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u5f37\u5316<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Flexibility_and_customization_options\" >\u67d4\u8edf\u6027\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30fb\u30aa\u30d7\u30b7\u30e7\u30f3<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Real-World_Applications_of_AutoGen\" >\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u5b9f\u4e16\u754c\u3067\u306e\u5fdc\u7528<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Software_development_and_debugging\" >\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3068\u30c7\u30d0\u30c3\u30b0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Data_analysis_and_visualization\" >\u30c7\u30fc\u30bf\u5206\u6790\u3068\u53ef\u8996\u5316<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Automated_task_solving\" >\u81ea\u52d5\u30bf\u30b9\u30af\u89e3\u6c7a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Research_and_innovation\" >\u7814\u7a76\u3068\u9769\u65b0<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Unique_Selling_Points_of_AutoGen\" >\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u72ec\u81ea\u306e\u30bb\u30fc\u30eb\u30b9\u30dd\u30a4\u30f3\u30c8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#FAQ\" >\u3088\u304f\u3042\u308b\u3054\u8cea\u554f<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#What_makes_AutoGen_different_from_other_AI_frameworks\" >AutoGen\u306f\u4ed6\u306eAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u4f55\u304c\u9055\u3046\u306e\u3067\u3059\u304b\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Can_AutoGen_work_with_different_LLM_providers\" >\u30aa\u30fc\u30c8\u30b8\u30a7\u30fc\u30f3\u306f\u7570\u306a\u308bLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u63d0\u643a\u3067\u304d\u307e\u3059\u304b\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#How_does_AutoGen_handle_code_execution\" >AutoGen\u306f\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u3092\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3059\u308b\u306e\u3067\u3059\u304b\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#Can_humans_interact_with_AutoGens_AI_agents\" >\u4eba\u9593\u306f\u30aa\u30fc\u30c8\u30b8\u30a7\u30fc\u30f3\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5bfe\u8a71\u3067\u304d\u308b\u306e\u304b\uff1f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-full-guide-to-the-autogen-multi-agent-platform\/#What_types_of_real-world_applications_can_benefit_from_AutoGen\" >AutoGen\u306f\u3069\u306e\u3088\u3046\u306a\u5b9f\u4e16\u754c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5f79\u7acb\u3064\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Microsoft_AutoGen_A_Multi-Agent_Framework\"><\/span>\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8AutoGen\uff1a\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AI\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u9032\u5316\u3059\u308b\u3053\u306e\u72b6\u6cc1\u306b\u304a\u3044\u3066\u3001\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u306f\u6b21\u306e\u3088\u3046\u306b\u8ff0\u3079\u3066\u3044\u308b\u3002 <a rel=\"noopener noreferrer\" href=\"https:\/\/github.com\/microsoft\/autogen\">\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3<\/a> \u306f\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3067\u53ef\u80fd\u306a\u3053\u3068\u306e\u9650\u754c\u3092\u62bc\u3057\u5e83\u3052\u308b\u9769\u65b0\u7684\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3057\u3066\u767b\u5834\u3057\u307e\u3057\u305f\u3002AutoGen\u306f\u3001\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u5354\u8abf\u3057\u3066\u52d5\u4f5c\u3059\u308b\u8907\u6570\u306e\u6709\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u3001\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u5305\u62ec\u7684\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p>\n\n\n<p>AutoGen\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u3067\u4f1a\u8a71\u53ef\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002 <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ja\/%e4%bc%81%e6%a5%ad%e3%83%87%e3%83%bc%e3%82%bf%e3%81%a8%e7%b5%b1%e5%90%88%e3%81%95%e3%82%8c%e3%81%9f%e3%82%ab%e3%82%b9%e3%82%bf%e3%83%a0llm%e3%82%92%e4%bd%bf%e7%94%a8%e3%81%99%e3%82%8b%e3%81%9f\/\">\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09<\/a> \u4eba\u9593\u306e\u5165\u529b\u3068\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u53d6\u308a\u5165\u308c\u306a\u304c\u3089\u3002\u3053\u306e\u9769\u65b0\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u5f93\u6765\u306eAI\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u56f0\u96e3\u3067\u3042\u3063\u305f\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u3001\u3088\u308a\u67d4\u8edf\u3067\u5f37\u529b\u304b\u3064\u6d17\u7df4\u3055\u308c\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u4f5c\u6210\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n<p>AutoGen\u306f\u3001\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4fc3\u9032\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306e\u65b0\u305f\u306a\u53ef\u80fd\u6027\u3092\u5207\u308a\u958b\u304d\u307e\u3059\u3002\u305d\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f1a\u8a71\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u4eba\u9593\u306e\u30c1\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6a21\u5023\u3057\u305f\u30ec\u30d9\u30eb\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u5354\u8abf\u3092\u53ef\u80fd\u306b\u3057\u3001\u3088\u308a\u5fae\u5999\u3067\u52b9\u679c\u7684\u306a\u554f\u984c\u89e3\u6c7a\u6226\u7565\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n<p>\u8907\u6570\u306e\u6709\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u30fb\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001AutoGen\u306fAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u304a\u3044\u3066\u5927\u304d\u306a\u98db\u8e8d\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002AutoGen\u306f\u3001\u591a\u69d8\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u76f8\u4e92\u306b\u4f5c\u7528\u3057\u3001\u76f8\u4e92\u306b\u5b66\u7fd2\u3057\u3001\u500b\u3005\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u80fd\u529b\u3092\u51cc\u99d5\u3059\u308b\u9ad8\u5ea6\u306a\u30ec\u30d9\u30eb\u306e\u30bf\u30b9\u30af\u306b\u96c6\u56e3\u3067\u53d6\u308a\u7d44\u3080\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u958b\u767a\u8005\u306b\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n<p>AutoGen\u306e\u8a73\u7d30\u3092\u6398\u308a\u4e0b\u3052\u308b\u3068\u3068\u3082\u306b\u3001\u3053\u306e\u753b\u671f\u7684\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304cAI\u958b\u767a\u306e\u5c55\u671b\u3092\u3069\u306e\u3088\u3046\u306b\u518d\u69cb\u7bc9\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u9818\u57df\u306b\u308f\u305f\u308b\u73fe\u5b9f\u4e16\u754c\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u529b\u3092\u6d3b\u7528\u3059\u308b\u65b0\u305f\u306a\u65b9\u6cd5\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u304b\u3092\u63a2\u308a\u307e\u3059\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Understanding_Microsoft_AutoGen\"><\/span>\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8AutoGen\u3092\u7406\u89e3\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>Microsoft AutoGen\u306f\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u4f7f\u7528\u3057\u3066\u9ad8\u5ea6\u306aAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u3092\u5bb9\u6613\u306b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002AutoGen\u306e\u30b3\u30a2\u30b3\u30f3\u30bb\u30d7\u30c8\u306f\u3001\u8907\u6570\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u3053\u3068\u3067\u3042\u308a\u3001\u5404\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u6f5c\u5728\u7684\u306b\u7570\u306a\u308b\u5206\u91ce\u306b\u7279\u5316\u3057\u3066\u3044\u305f\u308a\u3001\u69d8\u3005\u306a\u30c4\u30fc\u30eb\u3092\u5099\u3048\u3066\u3044\u305f\u308a\u3059\u308b\u305f\u3081\u3001\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3057\u3066\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u89e3\u6c7a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<p>\u3053\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306f\u4eba\u9593\u306e\u30c1\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6a21\u5023\u3057\u3066\u304a\u308a\u3001\u591a\u69d8\u306a\u30b9\u30ad\u30eb\u3068\u8996\u70b9\u304c\u96c6\u307e\u3063\u3066\u8ab2\u984c\u306b\u5bfe\u51e6\u3057\u307e\u3059\u3002\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u76f8\u4e92\u4f5c\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7dcf\u5408\u7684\u306a\u80fd\u529b\u304c\u5358\u72ec\u3067\u9054\u6210\u3067\u304d\u308b\u80fd\u529b\u3092\u4e0a\u56de\u308b\u76f8\u4e57\u7684\u306a\u74b0\u5883\u3092\u4f5c\u308a\u51fa\u3057\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Key_features_and_capabilities_of_AutogGen\"><\/span>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u4e3b\u306a\u7279\u5fb4\u3068\u6a5f\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u306f\u3001AI\u958b\u767a\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3044\u3066\u4ed6\u3068\u306f\u4e00\u7dda\u3092\u753b\u3059\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u7279\u5fb4\u3092\u8a87\u3063\u3066\u3044\u308b\uff1a<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\uff1a<\/strong> AutoGen\u3067\u306f\u3001\u30bf\u30b9\u30af\u5b9f\u884c\u7528\u306e\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u4eba\u9593\u3068\u306e\u5bfe\u8a71\u7528\u306e\u30e6\u30fc\u30b6\u30d7\u30ed\u30ad\u30b7\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306a\u3069\u3001\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u6210\u3068\u7ba1\u7406\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p><\/li><li><p><strong>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u3067\u4f1a\u8a71\u3057\u3084\u3059\u3044\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff1a <\/strong>\u958b\u767a\u8005\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3084\u30c9\u30e1\u30a4\u30f3\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3001\u305d\u306e\u52d5\u4f5c\u3084\u5bfe\u8a71\u30d1\u30bf\u30fc\u30f3\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u308c\u3089\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u4eba\u9593\u3084\u4ed6\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u81ea\u7136\u8a00\u8a9e\u3067\u4f1a\u8a71\u3092\u3057\u307e\u3059\u3002<\/p><\/li><li><p><strong>LLM\u3068\u306e\u7d71\u5408\uff1a<\/strong> \u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3 <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/pt\/as-5-principais-estrategias-de-integracao-de-api-llm-e-as-melhores-praticas-para-a-ia-empresarial\/\">\u5f37\u529b\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u7d71\u5408<\/a>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u6700\u5148\u7aef\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u80fd\u529b\u3092\u6d3b\u7528\u3067\u304d\u308b\u3002<\/p><\/li><li><p><strong>\u30b3\u30fc\u30c9\u5b9f\u884c\u80fd\u529b\uff1a<\/strong> AutoGen\u306e\u969b\u7acb\u3063\u305f\u7279\u5fb4\u306f\u3001\u554f\u984c\u89e3\u6c7a\u30d7\u30ed\u30bb\u30b9\u306e\u4e00\u74b0\u3068\u3057\u3066\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3001\u5b9f\u884c\u3001\u30c7\u30d0\u30c3\u30b0\u3067\u304d\u308b\u3053\u3068\u3067\u3042\u308a\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u30bf\u30b9\u30af\u306b\u3068\u3063\u3066\u975e\u5e38\u306b\u8cb4\u91cd\u306a\u3082\u306e\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/p><\/li><li><p><strong>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u306e\u6a5f\u80fd\u6027\uff1a<\/strong> \u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306f\u3001\u5b8c\u5168\u306a\u81ea\u5f8b\u904b\u8ee2\u304b\u3089\u3001\u4eba\u9593\u306e\u5165\u529b\u3084\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u7a4d\u6975\u7684\u306b\u6c42\u3081\u308b\u30b7\u30b9\u30c6\u30e0\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30ec\u30d9\u30eb\u306e\u4eba\u9593\u306e\u95a2\u4e0e\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u3002<\/p><\/li><li><p><strong>\u67d4\u8edf\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u30fb\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\uff1a<\/strong> \u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5354\u529b\u3057\u3066\u9ad8\u5ea6\u306a\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u8a2d\u8a08\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/p><\/li>\n<\/ol>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/06\/4daec0be-6033-4cc9-bf82-7d59a63e330b.webp\" alt=\"AutoGen\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u52d5\u4f5c\uff08\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\uff09\" \/>\n<\/figure>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_multi-agent_conversation_framework\"><\/span>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f1a\u8a71\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u4e2d\u6838\u306b\u306f\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f1a\u8a71\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u3042\u308b\uff1a<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\uff1a <\/strong>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u4e92\u3044\u306b\u60c5\u5831\u3092\u4ea4\u63db\u3057\u3001\u8cea\u554f\u3057\u3001\u8fd4\u7b54\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u30c1\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6a21\u5023\u3057\u3066\u3044\u308b\u3002<\/p><\/li><li><p><strong>\u30bf\u30b9\u30af\u306e\u5206\u89e3\u3068\u59d4\u8b72\uff1a<\/strong> \u8907\u96d1\u306a\u30bf\u30b9\u30af\u306f\u5c0f\u3055\u306a\u30b5\u30d6\u30bf\u30b9\u30af\u306b\u5206\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u3055\u307e\u3056\u307e\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u305d\u308c\u305e\u308c\u306e\u80fd\u529b\u306b\u6700\u9069\u306a\u5f79\u5272\u3092\u62c5\u3046\u3002<\/p><\/li><li><p><strong>\u5171\u540c\u3067\u306e\u554f\u984c\u89e3\u6c7a\uff1a<\/strong> \u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f37\u307f\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u30aa\u30fc\u30c8\u30b8\u30a7\u30fc\u30f3\u306f\u3001\u5358\u4e00\u306eAI\u30e2\u30c7\u30eb\u3067\u306f\u8907\u96d1\u3059\u304e\u3066\u52b9\u679c\u7684\u306b\u51e6\u7406\u3067\u304d\u306a\u3044\u3088\u3046\u306a\u554f\u984c\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><\/li><li><p><strong>\u9069\u5fdc\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\uff1a<\/strong> \u4f1a\u8a71\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u4e2d\u9593\u7684\u306a\u7d50\u679c\u3084\u65b0\u3057\u3044\u60c5\u5831\u306b\u57fa\u3065\u3044\u3066\u3001\u554f\u984c\u89e3\u6c7a\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306b\u8abf\u6574\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/p><\/li><li><p><strong>\u610f\u601d\u6c7a\u5b9a\u306e\u5f37\u5316\uff1a <\/strong>\u8907\u6570\u306e\u8996\u70b9\u3068\u4eba\u9593\u306b\u3088\u308b\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306e\u53ef\u80fd\u6027\u306e\u76f8\u4e92\u4f5c\u7528\u3092\u901a\u3058\u3066\u3001\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306f\u3088\u308a\u5f37\u56fa\u3067\u719f\u8003\u3055\u308c\u305f\u7d50\u679c\u3092\u9054\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><\/li>\n<\/ol>\n\n\n<p>\u3053\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f1a\u8a71\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001AI\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u3068\u904b\u7528\u306b\u304a\u3051\u308b\u30d1\u30e9\u30c0\u30a4\u30e0\u30b7\u30d5\u30c8\u3092\u8c61\u5fb4\u3057\u3066\u3044\u308b\u3002\u5358\u4e00\u30e2\u30c7\u30eb\u306b\u3088\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u9650\u754c\u3092\u8d85\u3048\u308b\u3053\u3068\u3067\u3001AutoGen\u306f\u3001\u3088\u308a\u6d17\u7df4\u3055\u308c\u3001\u9069\u5fdc\u6027\u304c\u9ad8\u304f\u3001\u5f37\u529b\u306aAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u9053\u3092\u958b\u304d\u3001\u5b9f\u4e16\u754c\u306e\u8907\u96d1\u306a\u8ab2\u984c\u306b\u3088\u308a\u3088\u304f\u5bfe\u51e6\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n<p>\u7b87\u6761\u66f8\u304d\u3092\u591a\u7528\u3057\u305f\u3053\u3068\u306f\u304a\u8a6b\u3073\u3057\u307e\u3059\u3002\u7b87\u6761\u66f8\u304d\u3092\u6e1b\u3089\u3057\u3001\u3088\u308a\u6d41\u308c\u308b\u3088\u3046\u306a\u7269\u8a9e\u8abf\u306b\u3057\u306a\u304c\u3089\u3082\u3001\u30ad\u30fc\u30b3\u30f3\u30bb\u30d7\u30c8\u3068\u30ad\u30fc\u30ef\u30fc\u30c9\u3078\u306e\u30d5\u30a9\u30fc\u30ab\u30b9\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306b\u3001\u30bb\u30af\u30b7\u30e7\u30f3III\u3068IV\u3092\u4fee\u6b63\u3055\u305b\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Building_Blocks_of_AutoGen\"><\/span>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u69cb\u6210\u8981\u7d20<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AutoGen\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f1a\u8a71\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u57fa\u76e4\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u3067\u4f1a\u8a71\u53ef\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6d17\u7df4\u3055\u308c\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u554f\u984c\u89e3\u6c7a\u3068\u30bf\u30b9\u30af\u5b9f\u884c\u306b\u5bfe\u3059\u308bAutoGen\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u4e2d\u6838\u3092\u6210\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308c\u304c\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u5185\u3067\u7279\u5b9a\u306e\u5f79\u5272\u3092\u679c\u305f\u3059\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Assistant_Agent\"><\/span>1.\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306fAutoGen\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u8981\u3067\u3042\u308a\u3001\u4e3b\u306b\u30bf\u30b9\u30af\u306e\u5b9f\u884c\u3092\u62c5\u5f53\u3057\u307e\u3059\u3002\u3053\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30bf\u30a4\u30d7\u306f\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3001\u554f\u984c\u89e3\u6c7a\u3001\u8907\u96d1\u306a\u30af\u30a8\u30ea\u3078\u306e\u5fdc\u7b54\u3092\u5f97\u610f\u3068\u3057\u307e\u3059\u3002\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u4eba\u9593\u306e\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3084\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u7279\u5b9a\u306e\u30c9\u30e1\u30a4\u30f3\u3084\u30bf\u30b9\u30af\u306b\u77e5\u8b58\u3084\u30b9\u30ad\u30eb\u3092\u9069\u5fdc\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_User_Proxy_Agent\"><\/span>2.\u30e6\u30fc\u30b6\u30d7\u30ed\u30ad\u30b7\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u4eba\u9593\u306e\u30e6\u30fc\u30b6\u30fc\u3068AutoGen\u30b7\u30b9\u30c6\u30e0\u306e\u67b6\u3051\u6a4b\u3068\u306a\u308b\u30e6\u30fc\u30b6\u30fc\u30fb\u30d7\u30ed\u30ad\u30b7\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u4eba\u9593\u306b\u3088\u308b\u30eb\u30fc\u30d7\u5185\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3059\u308b\u305f\u3081\u306b\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u3053\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30bf\u30a4\u30d7\u306f\u3001\u4eba\u9593\u306e\u30aa\u30da\u30ec\u30fc\u30bf\u30fc\u304b\u3089\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3068\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u53ef\u80fd\u306b\u3057\u3001\u4eba\u9593\u306e\u5165\u529b\u3092AI\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3057\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u30fb\u30d7\u30ed\u30ad\u30b7\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u4ee3\u308f\u308a\u306b\u30bf\u30b9\u30af\u3092\u958b\u59cb\u30fb\u7ba1\u7406\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u5185\u306e\u4ed6\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u4eba\u9593\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u89e3\u91c8\u30fb\u4e2d\u7d99\u3057\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Other_agent_types\"><\/span>3.\u305d\u306e\u4ed6\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u306e\u67d4\u8edf\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3088\u308a\u3001\u591a\u69d8\u306a\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3059\u308b\u69d8\u3005\u306a\u7279\u5316\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u8a55\u8ad6\u5bb6\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u4ed6\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u3092\u8a55\u4fa1\u3057\u3001\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u7814\u7a76\u8005\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u69d8\u3005\u306a\u30bd\u30fc\u30b9\u304b\u3089\u60c5\u5831\u3092\u53ce\u96c6\u3057\u3001\u5408\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d7\u30e9\u30f3\u30ca\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u7ba1\u7406\u53ef\u80fd\u306a\u30b9\u30c6\u30c3\u30d7\u306b\u5206\u89e3\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u554f\u984c\u89e3\u6c7a\u80fd\u529b\u3092\u3055\u3089\u306b\u9ad8\u3081\u308b\u305f\u3081\u306b\u63a1\u7528\u3067\u304d\u308b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Integration_with_LLMs\"><\/span> LLM\u3068\u306e\u7d71\u5408<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u80fd\u529b\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u3053\u306e\u7d71\u5408\u306b\u3088\u308a\u3001AutoGen\u306f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u67d4\u8edf\u6027\u3068\u7279\u6b8a\u6027\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u3001\u9ad8\u5ea6\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u751f\u6210\u80fd\u529b\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002LLM\u3092\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001AutoGen\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3088\u308a\u5fae\u5999\u306a\u63a8\u8ad6\u3092\u884c\u3044\u3001\u6587\u8108\u3092\u8003\u616e\u3057\u305f\u5fdc\u7b54\u3092\u751f\u6210\u3057\u3001\u3088\u308a\u9ad8\u3044\u52b9\u7387\u3067\u8907\u96d1\u306a\u554f\u984c\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_AutoGen_Works\"><\/span>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u4ed5\u7d44\u307f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AutoGen\u306e\u6a5f\u80fd\u306e\u6838\u5fc3\u306f\u3001\u8907\u6570\u306e\u6709\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u76f8\u4e92\u4f5c\u7528\u3092\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u80fd\u529b\u306b\u3042\u308b\u3002\u3053\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f1a\u8a71\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u5171\u540c\u4f5c\u696d\u306b\u3088\u308b\u9ad8\u5ea6\u306a\u554f\u984c\u89e3\u6c7a\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u660e\u78ba\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u4f7f\u7528\u3057\u3066\u76f8\u4e92\u306b\u901a\u4fe1\u3057\u3001\u30bf\u30b9\u30af\u3092\u59d4\u8b72\u3057\u3001\u5171\u901a\u306e\u76ee\u6a19\u3092\u9054\u6210\u3059\u308b\u305f\u3081\u306e\u52aa\u529b\u3092\u8abf\u6574\u3057\u307e\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u57fa\u3065\u3044\u3066\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u52d5\u7684\u306b\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u9069\u5fdc\u7684\u3067\u52b9\u7387\u7684\u306a\u554f\u984c\u89e3\u6c7a\u6226\u7565\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Code_execution_and_generation\"><\/span>\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u3068\u751f\u6210<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u306e\u6700\u3082\u5f37\u529b\u306a\u6a5f\u80fd\u306e1\u3064\u306f\u3001\u5805\u7262\u306a\u30b3\u30fc\u30c9\u5b9f\u884c\u30fb\u751f\u6210\u6a5f\u80fd\u3067\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u7406\u8ad6\u7684\u306a\u554f\u984c\u89e3\u6c7a\u304b\u3089\u5b9f\u7528\u7684\u306a\u5b9f\u88c5\u3078\u3068\u79fb\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u81ea\u52d5\u7684\u306b\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3001\u5b89\u5168\u306a\u74b0\u5883\u3067\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u5b9f\u884c\u3057\u307e\u3059\u3002\u30b7\u30b9\u30c6\u30e0\u306e\u30a8\u30e9\u30fc\u51e6\u7406\u3068\u30c7\u30d0\u30c3\u30b0\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30b3\u30fc\u30c9\u306b\u95a2\u9023\u3059\u308b\u554f\u984c\u304c\u8fc5\u901f\u306b\u5bfe\u51e6\u3055\u308c\u3001\u305d\u306e\u7d50\u679c\u304c\u554f\u984c\u89e3\u6c7a\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Human-in-the-loop_capabilities\"><\/span>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u6a5f\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u304a\u3051\u308b\u4eba\u9593\u306e\u5c02\u9580\u77e5\u8b58\u306e\u304b\u3051\u304c\u3048\u306e\u306a\u3044\u5f79\u5272\u3092\u8a8d\u8b58\u3057\u3001AutoGen\u306f\u5805\u7262\u306a\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u6a5f\u80fd\u3092\u7d44\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u554f\u984c\u89e3\u6c7a\u30d7\u30ed\u30bb\u30b9\u306e\u3055\u307e\u3056\u307e\u306a\u6bb5\u968e\u3067\u4eba\u9593\u306e\u5165\u529b\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u4eba\u9593\u306e\u95a2\u4e0e\u306e\u30ec\u30d9\u30eb\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30b7\u30b9\u30c6\u30e0\u306b\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3068\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u4eba\u9593\u306e\u5224\u65ad\u304c\u5fc5\u8981\u306a\u3068\u304d\u306b\u9069\u7528\u3055\u308c\u3001\u91cd\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u306e\u76e3\u8996\u3068\u4ecb\u5165\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n<p>AutoGen\u306f\u3001\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u7d71\u5408\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a4\u30f3\u30b6\u30eb\u30fc\u30d7\u6a5f\u80fd\u306e\u76f8\u4e57\u52b9\u679c\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u53d6\u308a\u7d44\u307f\u3001\u9ad8\u5ea6\u306a\u554f\u984c\u3092\u89e3\u6c7a\u3067\u304d\u308b\u5f37\u529b\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001AutoGen\u306f\u5f93\u6765\u306e\u5358\u4e00\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u5358\u4e00\u30e2\u30c7\u30eb\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u6bd4\u8f03\u3057\u3066\u3001\u3088\u308a\u9ad8\u5ea6\u3067\u67d4\u8edf\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3057\u3066\u969b\u7acb\u3061\u3001\u4f01\u696d\u306b\u304a\u3051\u308bAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u65b0\u305f\u306a\u53ef\u80fd\u6027\u3092\u958b\u304d\u307e\u3059\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Advantages_of_Using_AutoGen\"><\/span>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u3092\u4f7f\u7528\u3059\u308b\u5229\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AutoGen\u306f\u3001\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u542b\u3080\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5408\u7406\u5316\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f1a\u8a71\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001AutoGen\u306f\u8907\u96d1\u306aLLM\u30bf\u30b9\u30af\u3092\u7ba1\u7406\u53ef\u80fd\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306b\u5206\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u3092\u3088\u308a\u52b9\u7387\u7684\u306b\u4f7f\u7528\u3057\u3001\u5358\u4e00\u306eLLM\u3067\u306f\u8907\u96d1\u3059\u304e\u3066\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u306a\u3044\u3088\u3046\u306a\u554f\u984c\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u8907\u6570\u306e\u6709\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8abf\u6574\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u80fd\u529b\u306f\u3001\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5404\u30b9\u30c6\u30c3\u30d7\u3092\u6700\u9069\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u51e6\u7406\u3067\u304d\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u3001\u3088\u308a\u6b63\u78ba\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u7d50\u679c\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Enhancing_AI_application_development\"><\/span>AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306e\u5f37\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u304c\u5927\u5e45\u306b\u52a0\u901f\u3055\u308c\u3001\u6539\u5584\u3055\u308c\u307e\u3059\u3002\u305d\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u3067\u4f1a\u8a71\u53ef\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u6d17\u7df4\u3055\u308c\u305fAI\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u67d4\u8edf\u306a\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3092\u958b\u767a\u8005\u306b\u63d0\u4f9b\u3057\u307e\u3059\u3002\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\u3092\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3067\u3001AutoGen\u306f\u3001\u3088\u308a\u30cb\u30e5\u30a2\u30f3\u30b9\u8c4a\u304b\u3067\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u610f\u8b58\u3057\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u3053\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u5927\u898f\u6a21\u306a\u30b7\u30b9\u30c6\u30e0\u5185\u3067\u500b\u3005\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u52d5\u4f5c\u3092\u5206\u96e2\u3057\u3066\u6539\u826f\u3067\u304d\u308b\u305f\u3081\u3001\u30c7\u30d0\u30c3\u30b0\u3084\u53cd\u5fa9\u7684\u306a\u6539\u826f\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Flexibility_and_customization_options\"><\/span>\u67d4\u8edf\u6027\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30fb\u30aa\u30d7\u30b7\u30e7\u30f3<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u306e\u4e3b\u306a\u5f37\u307f\u306e1\u3064\u306f\u3001\u305d\u306e\u5e45\u5e83\u3044\u67d4\u8edf\u6027\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u3042\u308a\u307e\u3059\u3002\u958b\u767a\u8005\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3084\u30c9\u30e1\u30a4\u30f3\u306b\u5408\u308f\u305b\u3066\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3001\u305d\u306e\u52d5\u4f5c\u3001\u77e5\u8b58\u30d9\u30fc\u30b9\u3001\u5bfe\u8a71\u30d1\u30bf\u30fc\u30f3\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30ec\u30d9\u30eb\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306b\u3088\u308a\u3001\u5e45\u5e83\u3044\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u9069\u5fdc\u3067\u304d\u308b\u9ad8\u5ea6\u306b\u5c02\u9580\u5316\u3055\u308c\u305fAI\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001AutoGen\u306f\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u6a5f\u80fd\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u5b8c\u5168\u306a\u81ea\u5f8b\u52d5\u4f5c\u304b\u3089\u3001\u91cd\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u30dd\u30a4\u30f3\u30c8\u3067\u4eba\u9593\u306e\u5165\u529b\u3084\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3092\u7a4d\u6975\u7684\u306b\u6c42\u3081\u308b\u30b7\u30b9\u30c6\u30e0\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30b7\u30ca\u30ea\u30aa\u306b\u5408\u308f\u305b\u3066\u81ea\u52d5\u5316\u306e\u30ec\u30d9\u30eb\u3092\u8abf\u6574\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Real-World_Applications_of_AutoGen\"><\/span>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u5b9f\u4e16\u754c\u3067\u306e\u5fdc\u7528<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Software_development_and_debugging\"><\/span>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3068\u30c7\u30d0\u30c3\u30b0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u306e\u9818\u57df\u3067\u306f\u3001AutoGen\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u304c\u8f1d\u304f\u3002\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u9ad8\u30ec\u30d9\u30eb\u306e\u8a18\u8ff0\u306b\u57fa\u3065\u3044\u3066\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3057\u3001\u4ed6\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u751f\u6210\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3092\u540c\u6642\u306b\u30ec\u30d3\u30e5\u30fc\u3057\u3066\u30c7\u30d0\u30c3\u30b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u5354\u8abf\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3092\u5927\u5e45\u306b\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3057\u3001\u30a8\u30e9\u30fc\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u30b3\u30fc\u30c9\u5b9f\u884c\u6a5f\u80fd\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c6\u30b9\u30c8\u3068\u691c\u8a3c\u3092\u53ef\u80fd\u306b\u3057\u3001\u8907\u96d1\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080\u958b\u767a\u8005\u306b\u3068\u3063\u3066\u8cb4\u91cd\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Data_analysis_and_visualization\"><\/span>\u30c7\u30fc\u30bf\u5206\u6790\u3068\u53ef\u8996\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u306e\u6a5f\u80fd\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3068\u53ef\u8996\u5316\u306e\u5206\u91ce\u306b\u3082\u5e83\u304c\u3063\u3066\u3044\u307e\u3059\u3002\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u51e6\u7406\u3057\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3057\u3001\u6d1e\u5bdf\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3042\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30c7\u30fc\u30bf\u306e\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3068\u524d\u51e6\u7406\u306b\u96c6\u4e2d\u3057\u3001\u5225\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u7d71\u8a08\u5206\u6790\u306b\u7279\u5316\u3057\u30013\u756a\u76ee\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3002AutoGen\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f1a\u8a71\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3088\u3063\u3066\u7de8\u6210\u3055\u308c\u308b\u3053\u306e\u5206\u696d\u306b\u3088\u308a\u3001\u3088\u308a\u5305\u62ec\u7684\u3067\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u5206\u6790\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Automated_task_solving\"><\/span>\u81ea\u52d5\u30bf\u30b9\u30af\u89e3\u6c7a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u69d8\u3005\u306a\u9818\u57df\u306b\u304a\u3051\u308b\u81ea\u52d5\u30bf\u30b9\u30af\u89e3\u6c7a\u306b\u512a\u308c\u3066\u3044\u308b\u3002\u8907\u6570\u306e\u6709\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u9577\u6240\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001AutoGen\u306f\u5358\u4e00\u30e2\u30c7\u30eb\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u56f0\u96e3\u306a\u8907\u96d1\u306a\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u306e\u554f\u984c\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u30011\u4eba\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u81ea\u7136\u8a00\u8a9e\u306e\u7406\u89e3\u3092\u51e6\u7406\u3057\u3001\u5225\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u77e5\u8b58\u30d9\u30fc\u30b9\u3092\u691c\u7d22\u3057\u30013\u4eba\u76ee\u304c\u5fdc\u7b54\u3092\u7b56\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u3053\u308c\u3089\u306f\u3059\u3079\u3066AutoGen\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u5185\u3067\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u8abf\u6574\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Research_and_innovation\"><\/span>\u7814\u7a76\u3068\u9769\u65b0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u306f\u3001\u7814\u7a76\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3042\u308b\u3053\u3068\u304c\u8a3c\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5927\u898f\u6a21\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u7d71\u5408\u3067\u304d\u308b\u305f\u3081\u3001\u65b0\u3057\u3044\u30a2\u30a4\u30c7\u30a2\u306e\u63a2\u6c42\u3084\u8907\u96d1\u306a\u5b9f\u9a13\u306e\u5b9f\u65bd\u306b\u6700\u9069\u3067\u3059\u3002\u7814\u7a76\u8005\u306fAutoGen\u3092\u4f7f\u7528\u3057\u3066\u3001\u4eee\u8aac\u3092\u751f\u6210\u3057\u3001\u5b9f\u9a13\u3092\u8a2d\u8a08\u3057\u3001\u7d50\u679c\u3092\u5206\u6790\u3057\u3001\u7814\u7a76\u8ad6\u6587\u3092\u57f7\u7b46\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u6d17\u7df4\u3055\u308c\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u67d4\u8edf\u6027\u306b\u3088\u308a\u3001\u8fc5\u901f\u306a\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u3068\u53cd\u5fa9\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u5275\u85ac\u304b\u3089\u6750\u6599\u79d1\u5b66\u307e\u3067\u5e45\u5e83\u3044\u5206\u91ce\u306b\u304a\u3051\u308b\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u30da\u30fc\u30b9\u304c\u52a0\u901f\u3057\u307e\u3059\u3002<\/p>\n\n\n<p>\u3053\u308c\u3089\u306e\u5404\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001AutoGen\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u5f93\u6765\u306e\u5358\u4e00\u30e2\u30c7\u30eb\u30b7\u30b9\u30c6\u30e0\u3092\u51cc\u99d5\u3059\u308b\u30ec\u30d9\u30eb\u306e\u6d17\u7df4\u6027\u3068\u9069\u5fdc\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5354\u529b\u3057\u3001\u60c5\u5831\u3092\u5171\u6709\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u5f37\u307f\u3092\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3001AutoGen\u306f\u5e45\u5e83\u3044\u696d\u754c\u3084\u5206\u91ce\u306eAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u3068\u554f\u984c\u89e3\u6c7a\u306b\u65b0\u305f\u306a\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u3092\u5207\u308a\u958b\u3053\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Unique_Selling_Points_of_AutoGen\"><\/span>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u72ec\u81ea\u306e\u30bb\u30fc\u30eb\u30b9\u30dd\u30a4\u30f3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AutoGen\u306f\u3001\u3088\u308a\u6d17\u7df4\u3055\u308c\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u306a\u308b\u3044\u304f\u3064\u304b\u306e\u4e3b\u8981\u306a\u6a5f\u80fd\u306b\u3088\u3063\u3066\u5dee\u5225\u5316\u3092\u56f3\u3063\u3066\u3044\u308b\uff1a<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\u771f\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/strong> AutoGen\u306e\u4e2d\u6838\u306b\u3042\u308b\u306e\u306f\u3001\u8907\u6570\u306e\u6709\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u771f\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4fc3\u9032\u3059\u308b\u6a5f\u80fd\u3067\u3059\u3002\u3053\u308c\u306f\u5358\u7d14\u306a\u64cd\u4f5c\u306e\u9023\u9396\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u7570\u306a\u308b\u5c02\u9580\u6027\u3068\u80fd\u529b\u3092\u6301\u3064\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u76f8\u4e92\u4f5c\u7528\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u3067\u4f1a\u8a71\u53ef\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/strong>:AutoGen\u306f\u3001\u9ad8\u5ea6\u306b\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u67d4\u8edf\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306f\u3001\u5404\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u7279\u5b9a\u306e\u5f79\u5272\u3001\u52d5\u4f5c\u3001\u77e5\u8b58\u30d9\u30fc\u30b9\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306b\u7279\u5316\u3057\u305f\u30c1\u30fc\u30e0\u30e1\u30f3\u30d0\u30fc\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u30b3\u30fc\u30c9\u5b9f\u884c\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u7d71\u5408\uff1a<\/strong> \u4ed6\u306e\u591a\u304f\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306f\u7570\u306a\u308a\u3001AutoGen\u306f\u30b3\u30fc\u30c9\u751f\u6210\u3068\u5b9f\u884c\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u76f4\u63a5\u7d44\u307f\u8fbc\u3093\u3067\u3044\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f1a\u8a71\u5185\u3067\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u554f\u984c\u89e3\u6c7a\u3068\u30c6\u30b9\u30c8\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u9ad8\u5ea6\u306a\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u6a5f\u80fd\uff1a<\/strong> AutoGen\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u30d7\u30ed\u30ad\u30b7\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u4eba\u9593\u3068AI\u306e\u9ad8\u5ea6\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u5b8c\u5168\u306a\u81ea\u5f8b\u52d5\u4f5c\u304b\u3089\u3001\u91cd\u8981\u306a\u610f\u601d\u6c7a\u5b9a\u30dd\u30a4\u30f3\u30c8\u3067\u7a4d\u6975\u7684\u306b\u4eba\u9593\u306e\u610f\u898b\u3092\u6c42\u3081\u308b\u30b7\u30b9\u30c6\u30e0\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30ec\u30d9\u30eb\u306e\u4eba\u9593\u306e\u95a2\u4e0e\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p><\/li><li><p><strong>LLM\u7d71\u5408\u306e\u67d4\u8edf\u6027\uff1a <\/strong>AutoGen\u306f\u4e00\u822c\u7684\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3046\u307e\u304f\u52d5\u4f5c\u3057\u307e\u3059\u304c\u3001\u7279\u5b9a\u306eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u7e1b\u3089\u308c\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u67d4\u8edf\u6027\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u7279\u5b9a\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u9078\u629e\u3057\u305f\u308a\u3001\u540c\u3058\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u5185\u3067\u8907\u6570\u306e\u7570\u306a\u308bLLM\u3092\u4f7f\u7528\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u51e6\u7406\uff1a<\/strong> AutoGen\u306f\u3001\u4ed6\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u306f\u56f0\u96e3\u306a\u8907\u96d1\u306aLLM\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u7ba1\u7406\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u7ba1\u7406\u53ef\u80fd\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306b\u5206\u89e3\u3057\u3001\u305d\u308c\u305e\u308c\u3092\u6700\u9069\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u51e6\u7406\u3057\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u62e1\u5f35\u6027<\/strong>:\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u958b\u767a\u8005\u304c\u65b0\u3057\u3044\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30bf\u30a4\u30d7\u3092\u4f5c\u6210\u3057\u3001\u8ffd\u52a0\u30c4\u30fc\u30eb\u3092\u7d71\u5408\u3057\u3001\u7279\u5b9a\u306e\u8981\u4ef6\u306b\u5408\u308f\u305b\u3066\u30b7\u30b9\u30c6\u30e0\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u9ad8\u5ea6\u306b\u62e1\u5f35\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p><\/li>\n<\/ol>\n\n\n<p>\u3053\u308c\u3089\u306e\u30e6\u30cb\u30fc\u30af\u306a\u6a5f\u80fd\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001AutoGen\u306f\u6d17\u7df4\u3055\u308c\u305fAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u3001\u3088\u308a\u5305\u62ec\u7684\u3067\u67d4\u8edf\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u305d\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f1a\u8a71\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u3001\u5358\u4e00\u30e2\u30c7\u30eb\u3084\u9010\u6b21\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u901a\u5e38\u4e0d\u53ef\u80fd\u306a\u3001\u3088\u308a\u8907\u96d1\u3067\u5fae\u5999\u306a\u554f\u984c\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u308bAI\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<p>\u5171\u540c\u4f5c\u696d\u3001\u63a8\u8ad6\u3001\u30b3\u30fc\u30c9\u5b9f\u884c\u304c\u53ef\u80fd\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30c1\u30fc\u30e0\u3092\u4f5c\u6210\u3067\u304d\u308bAutoGen\u306f\u3001AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u304a\u3051\u308b\u53ef\u80fd\u6027\u306e\u9650\u754c\u3092\u62bc\u3057\u5e83\u3052\u308b\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u3057\u3066\u4f4d\u7f6e\u4ed8\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30fb\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001\u7814\u7a76\u306a\u3069\u3001\u8907\u96d1\u306a\u554f\u984c\u89e3\u6c7a\u3092\u5fc5\u8981\u3068\u3059\u308b\u3042\u3089\u3086\u308b\u5206\u91ce\u3067\u3001AutoGen\u306f\u5e45\u5e83\u3044\u8ab2\u984c\u3068\u8981\u4ef6\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"FAQ\"><\/span>\u3088\u304f\u3042\u308b\u3054\u8cea\u554f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_makes_AutoGen_different_from_other_AI_frameworks\"><\/span>AutoGen\u306f\u4ed6\u306eAI\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u4f55\u304c\u9055\u3046\u306e\u3067\u3059\u304b\uff1f <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u5358\u7d14\u306a\u64cd\u4f5c\u306e\u9023\u9396\u3092\u8d85\u3048\u305f\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u554f\u984c\u89e3\u6c7a\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Can_AutoGen_work_with_different_LLM_providers\"><\/span>\u30aa\u30fc\u30c8\u30b8\u30a7\u30fc\u30f3\u306f\u7570\u306a\u308bLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u63d0\u643a\u3067\u304d\u307e\u3059\u304b\uff1f <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u306f\u3044\u3001AutoGen\u306f\u67d4\u8edf\u6027\u304c\u3042\u308a\u3001\u7279\u5b9a\u306eLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u9650\u3089\u305a\u3001\u3055\u307e\u3056\u307e\u306aLLM\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u3068\u7d71\u5408\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_does_AutoGen_handle_code_execution\"><\/span>AutoGen\u306f\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\u3092\u3069\u306e\u3088\u3046\u306b\u51e6\u7406\u3059\u308b\u306e\u3067\u3059\u304b\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u306f\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3068\u5b9f\u884c\u3092\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d44\u307f\u8fbc\u307f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u554f\u984c\u89e3\u6c7a\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Can_humans_interact_with_AutoGens_AI_agents\"><\/span>\u4eba\u9593\u306f\u30aa\u30fc\u30c8\u30b8\u30a7\u30fc\u30f3\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5bfe\u8a71\u3067\u304d\u308b\u306e\u304b\uff1f <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u306f\u3044\u3001\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306b\u306f\u9ad8\u5ea6\u306a\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u6a5f\u80fd\u304c\u3042\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30ec\u30d9\u30eb\u306e\u4eba\u9593\u306e\u95a2\u4e0e\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_types_of_real-world_applications_can_benefit_from_AutoGen\"><\/span>AutoGen\u306f\u3069\u306e\u3088\u3046\u306a\u5b9f\u4e16\u754c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5f79\u7acb\u3064\u306e\u3067\u3057\u3087\u3046\u304b\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306f\u3001\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3001\u81ea\u52d5\u30bf\u30b9\u30af\u89e3\u6c7a\u3001\u7814\u7a76\u9769\u65b0\u306a\u3069\u306e\u5206\u91ce\u3092\u5f97\u610f\u3068\u3057\u3066\u3044\u308b\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>The field of artificial intelligence has recently witnessed a significant shift towards more dynamic and adaptable systems, and this evolution has given rise to AI agents. As these agents have grown in sophistication, there&#8217;s been an increasing focus on developing architectures that allow multiple agents to work together, mimicking human collaboration and problem-solving dynamics. These multi-agent systems and agentic workflows represent a paradigm shift in AI, offering enhanced flexibility, scalability, and problem-solving capabilities. By distributing tasks among multiple specialized agents, these architectures can tackle complex challenges that were previously difficult or impossible for single-model AI to address effectively. The rise of AI agents and multi-agent architectures has opened new frontiers [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":12589,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[125,100,67],"tags":[],"class_list":["post-12569","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-generative-ai","category-ml-nlp"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What is AutoGen? Our Full Guide to the Autogen Multi-Agent Platform - Skim AI<\/title>\n<meta name=\"description\" content=\"Discover the transformative potential of AI agents and multi-agent systems in business operations. 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Learn about Microsoft AutoGen, a framework that leverages AI agents and large language models to enhance flexibility, scalability, and problem-solving capabilities. 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