{"id":12595,"date":"2024-07-03T12:40:02","date_gmt":"2024-07-03T17:40:02","guid":{"rendered":"http:\/\/skimai.com\/?p=12595"},"modified":"2024-07-03T12:40:02","modified_gmt":"2024-07-03T17:40:02","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%e4%bd%95%e3%81%8b-%e3%83%9e%e3%83%ab%e3%83%81%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%e3%83%97%e3%83%a9%e3%83%83","status":"publish","type":"post","link":"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/","title":{"rendered":"AutoGen\u3068\u306f\uff1f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3078\u306e\u9053 - AI&amp;YOU #61"},"content":{"rendered":"<p><strong>\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/strong> \u30c7\u30f3\u30de\u30fc\u30af\u306e\u591a\u56fd\u7c4d\u88fd\u85ac\u4f1a\u793eNovo Nordisk\u793e\u306f\u3001AutoGen\u3092\u4f7f\u7528\u3057\u3066\u3001\u751f\u7523\u53ef\u80fd\u306a\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u958b\u767a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<p>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3068 <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ja\/%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%e5%9e%8b%e3%83%af%e3%83%bc%e3%82%af%e3%83%95%e3%83%ad%e3%83%bc%e3%81%a8%e3%81%af\/\">\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/a> \u306f\u3001\u67d4\u8edf\u6027\u3001\u62e1\u5f35\u6027\u3001\u554f\u984c\u89e3\u6c7a\u80fd\u529b\u3092\u5f37\u5316\u3057\u3001AI\u306e\u30d1\u30e9\u30c0\u30a4\u30e0\u30b7\u30d5\u30c8\u3092\u8c61\u5fb4\u3057\u3066\u3044\u308b\u3002\u30bf\u30b9\u30af\u3092\u8907\u6570\u306e\u7279\u5316\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u5206\u6563\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u3053\u308c\u3089\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001\u3053\u308c\u307e\u3067\u5358\u4e00\u30e2\u30c7\u30eb\u306eAI\u3067\u306f\u52b9\u679c\u7684\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u304c\u56f0\u96e3\u3067\u3042\u3063\u305f\u3001\u3042\u308b\u3044\u306f\u4e0d\u53ef\u80fd\u3067\u3042\u3063\u305f\u8907\u96d1\u306a\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\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\u9769\u65b0\u7684\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3057\u3066\u767b\u5834\u3057\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\u3002<\/p>\n\n\n<p><strong>\u4eca\u9031\u306eAI&amp;YOU\u3067\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3064\u3044\u3066\u63b2\u8f09\u3057\u305f3\u3064\u306e\u30d6\u30ed\u30b0\u304b\u3089\u6d1e\u5bdf\u3092\u63a2\u308a\u307e\u3059\uff1a<\/strong><\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p><a rel=\"noopener noreferrer\" 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href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/#What_is_AutoGen_The_Multi-Agent_Platform_%E2%80%93_AI_YOU_61\" >\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u3068\u306f\uff1f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 - AI&amp;YOU #61<\/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-guide-to-the-multi-agent-platform-aiyou-61\/#Understanding_Microsoft_AutoGen\" >\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8AutoGen\u3092\u7406\u89e3\u3059\u308b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/#Key_features_and_capabilities_of_AutogGen\" >\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u4e3b\u306a\u7279\u5fb4\u3068\u6a5f\u80fd<\/a><\/li><li 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href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/#Real-World_Applications_of_AutoGen\" >\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u5b9f\u4e16\u754c\u3067\u306e\u5fdc\u7528<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/#How_AutoGen_and_Llama_3_Can_Help_You_Create_AI_Agents\" >AutoGen\u3068Llama 3\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u6210\u306b\u5f79\u7acb\u3064\u65b9\u6cd5<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/#Creating_AI_Agents_with_AutoGen_and_Llama_3\" >AutoGen\u3068Llama 3\u3092\u4f7f\u3063\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u6210<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/#AutoGen_vs_crewAI_Comparative_Analysis\" >\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u3068\u30af\u30eb\u30fcAI\u306e\u6bd4\u8f03\u5206\u6790<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/#Framework_and_Approach\" >\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u30a2\u30d7\u30ed\u30fc\u30c1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/#Agent_Customization_and_Flexibility\" >\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3068\u67d4\u8edf\u6027<\/a><\/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-guide-to-the-multi-agent-platform-aiyou-61\/#Code_Execution_Capabilities\" >\u30b3\u30fc\u30c9\u5b9f\u884c\u80fd\u529b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/#Natural_Language_Processing_Integration\" >\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u7d71\u5408<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/#User_Interface_and_Accessibility\" >\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/#Learning_Curve_and_Technical_Requirements\" >\u5b66\u7fd2\u66f2\u7dda\u3068\u6280\u8853\u8981\u4ef6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/skimai.com\/ja\/what-is-autogen-our-guide-to-the-multi-agent-platform-aiyou-61\/#Scalability_and_Performance\" >\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<\/a><\/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-guide-to-the-multi-agent-platform-aiyou-61\/#Ideal_Use_Cases\" >\u7406\u60f3\u7684\u306a\u4f7f\u7528\u4f8b<\/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-guide-to-the-multi-agent-platform-aiyou-61\/#Thank_you_for_taking_the_time_to_read_AI_YOU\" >AI &amp; YOU\u300f\u3092\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\uff01<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_AutoGen_The_Multi-Agent_Platform_%E2%80%93_AI_YOU_61\"><\/span><strong>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u3068\u306f\uff1f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0 - AI&amp;YOU #61<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AutoGen\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\u305d\u306e\u4e2d\u6838\u3068\u306a\u308bAutoGen\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<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>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u4e2d\u6838\u3068\u306a\u308b\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\u3057\u3001\u305d\u308c\u305e\u308c\u304c\u7570\u306a\u308b\u5206\u91ce\u306b\u7279\u5316\u3057\u305f\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u3092\u88c5\u5099\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u30bf\u30b9\u30af\u3092\u5354\u529b\u3057\u3066\u89e3\u6c7a\u3059\u308b\u3053\u3068\u3067\u3042\u308b\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<h2 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><\/h2>\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> \u30bf\u30b9\u30af\u306e\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u30d7\u30ed\u30ad\u30b7\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8<\/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>:\u30bf\u30b9\u30af\u5225\u30c6\u30fc\u30e9\u30fc\u30ea\u30f3\u30b0\u3001\u81ea\u7136\u8a00\u8a9e\u5bfe\u8a71<\/p><\/li><li><p><strong>LLM\u7d71\u5408<\/strong>:\u9ad8\u5ea6\u306aNLP\u80fd\u529b<\/p><\/li><li><p><strong>\u30b3\u30fc\u30c9\u5b9f\u884c\uff1a<\/strong> \u30b3\u30fc\u30c9\u306e\u751f\u6210\u3001\u5b9f\u884c\u3001\u30c7\u30d0\u30c3\u30b0\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> \u4eba\u9593\u306e\u95a2\u4e0e\u306e\u30ec\u30d9\u30eb\u306e\u9055\u3044<\/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> \u8907\u96d1\u306a\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3<\/p><\/li>\n<\/ol>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/07\/5aad3036-48a2-4c86-908b-e0910c20f8ea.webp\" alt=\"\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\" \/>\n<\/figure>\n\n\n<h2 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><\/h2>\n\n\n<p>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u4e2d\u6838\u3092\u306a\u3059\u306e\u306f\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u4f1a\u8a71\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\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> \u60c5\u5831\u4ea4\u63db\u3001\u8cea\u7591\u5fdc\u7b54\u3001\u30c1\u30fc\u30e0\u30ef\u30fc\u30af<\/p><\/li><li><p><strong>\u30bf\u30b9\u30af\u306e\u5206\u89e3\u3068\u59d4\u8b72\uff1a<\/strong> \u30bf\u30b9\u30af\u306e\u4e2d\u65ad\u3001\u5f79\u5272\u5206\u62c5<\/p><\/li><li><p><strong>\u5171\u540c\u3067\u306e\u554f\u984c\u89e3\u6c7a<\/strong>:\u8907\u96d1\u306a\u554f\u984c\u306b\u5bfe\u3059\u308b\u7dcf\u5408\u529b<\/p><\/li><li><p><strong>\u9069\u5fdc\u578b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/strong>:\u7d50\u679c\uff0f\u65b0\u60c5\u5831\u306b\u57fa\u3065\u304f\u30c0\u30a4\u30ca\u30df\u30c3\u30af\u306a\u30a2\u30d7\u30ed\u30fc\u30c1<\/p><\/li><li><p><strong>\u610f\u601d\u6c7a\u5b9a\u306e\u5f37\u5316\uff1a<\/strong> \u8907\u6570\u306e\u8996\u70b9\u3001\u4eba\u9593\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af<\/p><\/li>\n<\/ol>\n\n\n<p>\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001AI\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9\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\u306e\u5236\u9650\u3092\u8d85\u3048\u308b\u3053\u3068\u3067\u3001AutoGen\u306f\u3001\u3088\u308a\u6d17\u7df4\u3055\u308c\u3001\u9069\u5fdc\u6027\u306e\u9ad8\u3044AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3057\u3001\u73fe\u5b9f\u4e16\u754c\u306e\u8907\u96d1\u306a\u554f\u984c\u306b\u3088\u308a\u3088\u304f\u5bfe\u51e6\u3059\u308b\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\u308b\u3002<\/p>\n\n\n<h2 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><\/h2>\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<\/p>\n\n\n<h2 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><\/h2>\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<h2 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><\/h2>\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<h2 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><\/h2>\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\u3002<\/p>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/07\/80be41a2-c215-4d76-b57a-690cc40626c6.webp\" alt=\"\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8 \u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\" \/>\n<\/figure>\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<p><strong>\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u3068\u30c7\u30d0\u30c3\u30b0<\/strong><\/p>\n\n\n<p>\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\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\u3001\u30c7\u30d0\u30c3\u30b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u5354\u8abf\u7684\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\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<\/p>\n\n\n<p><strong>\u30c7\u30fc\u30bf\u5206\u6790\u3068\u53ef\u8996\u5316<\/strong><\/p>\n\n\n<p>\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u9023\u643a\u3057\u3066\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\u308b\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\u3002<\/p>\n\n\n<p><strong>\u81ea\u52d5\u30bf\u30b9\u30af\u89e3\u6c7a<\/strong><\/p>\n\n\n<p>\u8907\u6570\u306e\u6709\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f37\u307f\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001AutoGen\u306f\u3001\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\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u30011\u3064\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\u756a\u76ee\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5fdc\u7b54\u3092\u7b56\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<p><strong>\u7814\u7a76\u3068\u9769\u65b0<\/strong><\/p>\n\n\n<p>\u7814\u7a76\u8005\u306fAutoGen\u3092\u4f7f\u7528\u3057\u3066\u3001\u4eee\u8aac\u306e\u751f\u6210\u3001\u5b9f\u9a13\u306e\u8a2d\u8a08\u3001\u7d50\u679c\u306e\u5206\u6790\u3001\u3055\u3089\u306b\u306f\u7814\u7a76\u8ad6\u6587\u306e\u57f7\u7b46\u307e\u3067\u53ef\u80fd\u306a\u6d17\u7df4\u3055\u308c\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\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>\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=\"How_AutoGen_and_Llama_3_Can_Help_You_Create_AI_Agents\"><\/span>AutoGen\u3068Llama 3\u304cAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u6210\u306b\u5f79\u7acb\u3064\u65b9\u6cd5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AutoGen\u3068Meta\u306eLlama 3\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001\u9ad8\u5ea6\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u76f8\u4e57\u52b9\u679c\u3092\u751f\u307f\u51fa\u3057\u307e\u3059\u3002AutoGen\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u69cb\u9020\u3068\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3001Llama 3\u306f\u6d17\u7df4\u3055\u308c\u305f\u81ea\u7136\u8a00\u8a9e\u5bfe\u8a71\u306b\u5fc5\u8981\u306a\u8a00\u8a9e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n<p><strong>\u3053\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u6b21\u306e\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\uff1a<\/strong><\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\u8a00\u8a9e\u7406\u89e3\u3092\u5f37\u5316\u3057\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\uff1a<\/strong> Llama 3\u3092\u642d\u8f09\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001AutoGen\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u74b0\u5883\u3067\u3088\u308a\u52b9\u679c\u7684\u306a\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u8907\u96d1\u306aLLM\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u3088\u308a\u52b9\u7387\u7684\u306b\u51e6\u7406\uff1a<\/strong> AutoGen\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u7ba1\u7406\u6a5f\u80fd\u3068Llama 3\u306e\u51e6\u7406\u80fd\u529b\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u3067\u8a00\u8a9e\u96c6\u7d04\u7684\u306a\u30bf\u30b9\u30af\u306e\u51e6\u7406\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u3088\u308a\u6c4e\u7528\u7684\u3067\u9069\u5fdc\u6027\u306e\u9ad8\u3044AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\uff1a<\/strong> AutoGen\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u67d4\u8edf\u6027\u306f\u3001Llama 3\u306e\u9ad8\u5ea6\u306a\u8a00\u8a9e\u6a5f\u80fd\u3068\u76f8\u307e\u3063\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u9818\u57df\u3067\u5e45\u5e83\u3044\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080\u3053\u3068\u304c\u3067\u304d\u308bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u6210\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<\/p><\/li>\n<\/ol>\n\n\n<p>AutoGen\u3068Llama 3\u306e\u4e21\u65b9\u306e\u9577\u6240\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u3001\u3088\u308a\u9ad8\u6027\u80fd\u3067\u52b9\u7387\u7684\u306a\u3060\u3051\u3067\u306a\u304f\u3001\u6700\u65b0\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u9032\u5316\u3059\u308b\u30cb\u30fc\u30ba\u306b\u3088\u308a\u9069\u5fdc\u53ef\u80fd\u306aAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u5f37\u529b\u306a\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u306e\u3088\u308a\u81ea\u7136\u3067\u76f4\u611f\u7684\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u306a\u304c\u3089\u3001\u8907\u96d1\u5316\u3059\u308b\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3067\u304d\u308b\u65b0\u4e16\u4ee3\u306eAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u821e\u53f0\u304c\u6574\u3044\u307e\u3059\u3002<\/p>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/07\/218e06e7-0006-40ba-bc5a-a8cd237a4894.png\" alt=\"AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u69cb\u7bc9\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Creating_AI_Agents_with_AutoGen_and_Llama_3\"><\/span>AutoGen\u3068Llama 3\u3092\u4f7f\u3063\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u6210<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AutoGen\u3068Llama 3\u3092\u4f7f\u7528\u3057\u3066AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u306b\u306f\u3001AutoGen\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3001Llama 3\u3078\u306e\u30a2\u30af\u30bb\u30b9\u8a2d\u5b9a\u3001API\u63a5\u7d9a\u306e\u78ba\u7acb\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3068\u5b9f\u884c\u306e\u305f\u3081\u306e\u30bb\u30ad\u30e5\u30a2\u306a\u74b0\u5883\u306e\u6e96\u5099\u306b\u3088\u3063\u3066\u958b\u767a\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/p>\n\n\n<p><strong>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08<\/strong>:\u5404\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5177\u4f53\u7684\u306a\u5f79\u5272\u3092\u5b9a\u7fa9\u3057\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u8a08\u753b\u3057\u3001Llama 3\u306e\u6a5f\u80fd\u3092\u7d71\u5408\u3057\u3001AutoGen\u306e\u67d4\u8edf\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u4e2d\u3067\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u6a5f\u80fd\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002<\/p>\n\n\n<p><strong>\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5b9f\u88c5<\/strong> \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7ba1\u7406\u53ef\u80fd\u306a\u30b5\u30d6\u30bf\u30b9\u30af\u306b\u5206\u89e3\u3057\u3001\u60c5\u5831\u306e\u6d41\u308c\u3068\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u53ef\u8996\u5316\u3057\u3001\u30a8\u30e9\u30fc\u51e6\u7406\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u958b\u767a\u3057\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u8003\u616e\u3057\u305f\u8a2d\u8a08\u3092\u884c\u3044\u3001Llama 3\u306e\u9ad8\u5ea6\u306a\u8a00\u8a9e\u51e6\u7406\u6a5f\u80fd\u3092\u7d71\u5408\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AutoGen_vs_crewAI_Comparative_Analysis\"><\/span>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u3068\u30af\u30eb\u30fcAI\u306e\u6bd4\u8f03\u5206\u6790<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5206\u91ce\u3067\u8457\u540d\u306a\u306e\u306f\u3001\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u3068 <a rel=\"noopener noreferrer\" href=\"https:\/\/www.crewai.com\/\">\u30af\u30eb\u30fcAI<\/a>.\u3069\u3061\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3082\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u30e6\u30cb\u30fc\u30af\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u304c\u3001\u305d\u308c\u305e\u308c\u7570\u306a\u308b\u30e6\u30fc\u30b6\u30fc\u30cb\u30fc\u30ba\u306b\u5bfe\u5fdc\u3057\u3001\u660e\u78ba\u306a\u7279\u5fb4\u3092\u6301\u3063\u3066\u3044\u308b\u3002\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bAutoGen\u306f\u3001\u8907\u6570\u306e\u4f1a\u8a71\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u305fLLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002\u4e00\u65b9\u3001crewAI\u306f\u3001\u30bf\u30b9\u30af\u3092\u81ea\u52d5\u5316\u3059\u308b\u305f\u3081\u306b\u5354\u50cd\u3059\u308b\u30ed\u30fc\u30eb\u30d7\u30ec\u30a4\u30f3\u30b0\u578b\u306e\u81ea\u5f8b\u578bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u7de8\u6210\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308b\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Framework_and_Approach\"><\/span>\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u30a2\u30d7\u30ed\u30fc\u30c1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3<\/strong> \u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3092\u958b\u767a\u8005\u306b\u63d0\u4f9b\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3001\u591a\u69d8\u306a\u4f1a\u8a71\u30d1\u30bf\u30fc\u30f3\u3068\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3002<\/p><\/li><li><p><strong>crewAI\uff1a<\/strong> AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u30fb\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u69cb\u9020\u5316\u3055\u308c\u305f\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u7279\u5b9a\u306e\u5f79\u5272\u3001\u76ee\u6a19\u3001\u30d0\u30c3\u30af\u30b9\u30c8\u30fc\u30ea\u30fc\u3092\u6301\u3064\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Agent_Customization_and_Flexibility\"><\/span>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3068\u67d4\u8edf\u6027<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3<\/strong> \u5e83\u7bc4\u306a\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u3001\u958b\u767a\u8005\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u5b9a\u7fa9\u3001LLM\u7d71\u5408\u3001\u4f1a\u8a71\u30d5\u30ed\u30fc\u3092\u5b8c\u5168\u306b\u5236\u5fa1\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>crewAI\uff1a<\/strong> \u5b9a\u7fa9\u3055\u308c\u305f\u5f79\u5272\u3068\u76ee\u6a19\u3092\u6301\u3064\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8a2d\u8a08\u3059\u308b\u305f\u3081\u306e\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3057\u3001\u591a\u69d8\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30c1\u30fc\u30e0\u306e\u4f5c\u6210\u30d7\u30ed\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Code_Execution_Capabilities\"><\/span>\u30b3\u30fc\u30c9\u5b9f\u884c\u80fd\u529b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3<\/strong> \u30b3\u30f3\u30c6\u30ca\u5316\u3055\u308c\u305f\u30b3\u30fc\u30c9\u5b9f\u884c\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306fLLM\u3067\u751f\u6210\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3092\u5b89\u5168\u306b\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p><\/li><li><p><strong>crewAI\uff1a<\/strong> Python REPL\u3084Bearly Code Interpreter\u306e\u3088\u3046\u306aLangChain\u30c4\u30fc\u30eb\u3068\u7d71\u5408\u3057\u3001LLM\u3067\u751f\u6210\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Natural_Language_Processing_Integration\"><\/span>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u7d71\u5408<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3<\/strong>:\u69d8\u3005\u306aLLM\u3068\u306e\u6df1\u3044\u7d71\u5408\u3092\u53ef\u80fd\u306b\u3057\u3001\u958b\u767a\u8005\u306f\u30cb\u30fc\u30ba\u306b\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3092\u67d4\u8edf\u306b\u9078\u629e\u3001\u5fae\u8abf\u6574\u3067\u304d\u308b\u3002<\/p><\/li><li><p><strong>crewAI\uff1a<\/strong> LangChain\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3078\u306e\u5408\u7406\u5316\u3055\u308c\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u4f9b\u3057\u3001\u4e00\u822c\u7684\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30bf\u30b9\u30af\u306e\u305f\u3081\u306e\u3059\u3050\u306b\u4f7f\u3048\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"User_Interface_and_Accessibility\"><\/span>\u30e6\u30fc\u30b6\u30fc\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u30a2\u30af\u30bb\u30b7\u30d3\u30ea\u30c6\u30a3<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3<\/strong> \u3088\u308a\u9ad8\u5ea6\u306a\u6280\u8853\u7684\u5c02\u9580\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u3057\u3001\u958b\u767a\u8005\u306f\u4e3b\u306b\u30b3\u30fc\u30c9\u3092\u901a\u3058\u3066\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u3084\u308a\u53d6\u308a\u3059\u308b\u3002<\/p><\/li><li><p><strong>crewAI\uff1a<\/strong> \u76f4\u611f\u7684\u3067\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u3084\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u7d4c\u9a13\u306e\u6d45\u3044\u30e6\u30fc\u30b6\u30fc\u3092\u542b\u3080\u3001\u3088\u308a\u591a\u304f\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Learning_Curve_and_Technical_Requirements\"><\/span>\u5b66\u7fd2\u66f2\u7dda\u3068\u6280\u8853\u8981\u4ef6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3<\/strong> Python\u306b\u7fd2\u719f\u3057\u3001AI\u306e\u6982\u5ff5\u3068LLM\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u3088\u304f\u7406\u89e3\u3057\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p><\/li><li><p><strong>crewAI\uff1a<\/strong> \u3088\u308a\u30a2\u30af\u30bb\u30b9\u3057\u3084\u3059\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63a1\u7528\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u898f\u6a21\u306a\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u5fc5\u8981\u6027\u3092\u4f4e\u6e1b\u3002<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Scalability_and_Performance\"><\/span>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3<\/strong> \u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306f\u3001Azure OpenAI Service\u3068\u306e\u7d71\u5408\u6a5f\u80fd\u306b\u3088\u3063\u3066\u5f37\u5316\u3055\u308c\u3001\u958b\u767a\u8005\u306f\u5927\u898f\u6a21\u306a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u64cd\u4f5c\u3084\u8907\u96d1\u306aLLM\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u30af\u30e9\u30a6\u30c9\u30ea\u30bd\u30fc\u30b9\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>crewAI\uff1a<\/strong> \u30a6\u30a7\u30d6\u30d5\u30c3\u30af\u3001gRPC\u30b5\u30dd\u30fc\u30c8\u3001\u8a73\u7d30\u306a\u30e1\u30c8\u30ea\u30af\u30b9\u306a\u3069\u306e\u6a5f\u80fd\u3092\u542b\u3080CrewAI+\u306e\u63d0\u4f9b\u3092\u901a\u3058\u3066\u3001\u672c\u756a\u74b0\u5883\u306b\u5bfe\u5fdc\u3057\u305f\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3001\u4f01\u696d\u306eAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u904b\u7528\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u30d7\u30ed\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3057\u307e\u3059\u3002<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ideal_Use_Cases\"><\/span>\u7406\u60f3\u7684\u306a\u4f7f\u7528\u4f8b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3<\/strong> \u79d1\u5b66\u7814\u7a76\u3001\u30d0\u30a4\u30aa\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30af\u30b9\u3084\u6c17\u5019\u30e2\u30c7\u30ea\u30f3\u30b0\u306a\u3069\u8907\u96d1\u306a\u8a08\u7b97\u304c\u4e00\u822c\u7684\u306a\u5206\u91ce\u306a\u3069\u3001\u9ad8\u5ea6\u306a\u554f\u984c\u89e3\u6c7a\u80fd\u529b\u3092\u5fc5\u8981\u3068\u3059\u308b\u5834\u9762\u3067\u5a01\u529b\u3092\u767a\u63ee\u3059\u308b\u3002<\/p><\/li><li><p><strong>crewAI\uff1a<\/strong> \u30d3\u30b8\u30cd\u30b9\u30fb\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5408\u7406\u5316\u3068\u81ea\u52d5\u5316\u306b\u512a\u308c\u3066\u304a\u308a\u3001\u6280\u8853\u8005\u4ee5\u5916\u306e\u30c1\u30fc\u30e0\u3067\u3082\u3001\u3055\u307e\u3056\u307e\u306a\u30d3\u30b8\u30cd\u30b9\u30fb\u30d7\u30ed\u30bb\u30b9\u306b\u308f\u305f\u3063\u3066AI\u4e3b\u5c0e\u306e\u81ea\u52d5\u5316\u3092\u5c0e\u5165\u3057\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p><\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Thank_you_for_taking_the_time_to_read_AI_YOU\"><\/span>AI &amp; YOU\u300f\u3092\u304a\u8aad\u307f\u3044\u305f\u3060\u304d\u3042\u308a\u304c\u3068\u3046\u3054\u3056\u3044\u307e\u3059\uff01<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p><strong>\u30a4\u30f3\u30d5\u30a9\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3001\u7d71\u8a08\u3001\u30cf\u30a6\u30c4\u30fc\u30ac\u30a4\u30c9\u3001\u8a18\u4e8b\u3001\u30d3\u30c7\u30aa\u306a\u3069\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30baAI\u306b\u95a2\u3059\u308b\u305d\u306e\u4ed6\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u306b\u3064\u3044\u3066\u306f\u3001Skim AI\u3092\u30d5\u30a9\u30ed\u30fc\u3057\u3066\u304f\u3060\u3055\u3044\u3002 <\/strong><a rel=\"noopener noreferrer\" href=\"https:\/\/linkedin.com\/company\/skim-ai\"><strong>LinkedIn<\/strong><\/a><\/p>\n\n\n<p>\u5275\u696d\u8005\u3001CEO\u3001\u30d9\u30f3\u30c1\u30e3\u30fc\u30ad\u30e3\u30d4\u30bf\u30eb\u3001\u6295\u8cc7\u5bb6\u306e\u65b9\u3067\u3001AI\u30a2\u30c9\u30d0\u30a4\u30b6\u30ea\u30fc\u3001AI\u958b\u767a\u3001\u30c7\u30e5\u30fc\u30c7\u30ea\u30b8\u30a7\u30f3\u30b9\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u304a\u63a2\u3057\u3067\u3059\u304b\uff1f\u8cb4\u793e\u306eAI\u88fd\u54c1\u6226\u7565\u3084\u6295\u8cc7\u6a5f\u4f1a\u306b\u3064\u3044\u3066\u3001\u5341\u5206\u306a\u60c5\u5831\u306b\u57fa\u3065\u3044\u305f\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3046\u305f\u3081\u306b\u5fc5\u8981\u306a\u30ac\u30a4\u30c0\u30f3\u30b9\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<p><a rel=\"noopener noreferrer\" href=\"https:\/\/meetings.hubspot.com\/gregg15\/15-min-about-enterprise-ai?utm_source=hs_email&utm_medium=email\">\u4f01\u696d\u5411\u3051AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u7acb\u3061\u4e0a\u3052\u306b\u304a\u56f0\u308a\u3067\u3059\u304b\uff1f\u5f53\u793e\u306eAI\u30ef\u30fc\u30af\u30d5\u30a9\u30fc\u30b9\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30fb\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4f7f\u7528\u3057\u3066\u72ec\u81ea\u306eAI\u52b4\u50cd\u8005\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3092\u304a\u8003\u3048\u3067\u3059\u304b\uff1f\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044<\/a><\/p>\n\n\n<p>\u30d9\u30f3\u30c1\u30e3\u30fc\u30ad\u30e3\u30d4\u30bf\u30eb\u3084\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30af\u30a4\u30c6\u30a3\u304c\u652f\u63f4\u3059\u308b\u4ee5\u4e0b\u306e\u696d\u754c\u306e\u4f01\u696d\u5411\u3051\u306b\u3001\u30ab\u30b9\u30bf\u30e0AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u3066\u3044\u307e\u3059\uff1a\u533b\u7642\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3001\u30cb\u30e5\u30fc\u30b9\/\u30b3\u30f3\u30c6\u30f3\u30c4\u30a2\u30b0\u30ea\u30b2\u30fc\u30b7\u30e7\u30f3\u3001\u6620\u753b\/\u5199\u771f\u5236\u4f5c\u3001\u6559\u80b2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3001\u30ea\u30fc\u30ac\u30eb\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3001\u30d5\u30a3\u30f3\u30c6\u30c3\u30af\uff06\u6697\u53f7\u901a\u8ca8\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>Use Case: Danish\u00a0multinational\u00a0pharmaceutical company Novo Nordisk is using AutoGen to develop a production-ready multi-agent framework. 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. In this landscape of evolving AI architectures, Microsoft AutoGen emerges as an innovative framework, pushing the boundaries of what&#8217;s possible with multi-agent systems. In this week&#8217;s edition of AI&amp;YOU, we are exploring insights from three blogs we published on AI agents: What is AutoGen? The Multi-Agent Platform How AutoGen and Llama 3 [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":12608,"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":[125,109],"tags":[],"class_list":["post-12595","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-newsletter"],"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 Guide to the Multi-Agent Platform - AI&amp;YOU #61 - Skim AI<\/title>\n<meta name=\"description\" content=\"Discover how Novo Nordisk leverages Microsoft&#039;s AutoGen to develop a production-ready multi-agent framework. Explore the capabilities and applications of AutoGen, from complex problem-solving to automated task solving, and see how it compares with crewAI in our in-depth analysis. Learn how AutoGen and Llama 3 can enhance your AI agent development for sophisticated workflows and natural language interactio\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/skimai.com\/ja\/\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u3068\u306f\u4f55\u304b-\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d7\u30e9\u30c3\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is AutoGen? 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