{"id":12572,"date":"2024-06-28T13:54:31","date_gmt":"2024-06-28T18:54:31","guid":{"rendered":"http:\/\/skimai.com\/?p=12572"},"modified":"2024-06-28T13:54:31","modified_gmt":"2024-06-28T18:54:31","slug":"%e8%87%aa%e5%8b%95%e7%94%9f%e6%88%90%e3%83%a9%e3%83%9e3%e3%81%a7%e3%82%a8%e3%83%bc%e3%82%b8%e3%82%a7%e3%83%b3%e3%83%88%e3%82%92%e4%bd%9c%e6%88%90%e3%81%99%e3%82%8b%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/","title":{"rendered":"AutoGen &amp; Llama 3\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p>\u6700\u5148\u7aef\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bAutoGen\u3068\u9ad8\u5ea6\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3042\u308bLlama 3\u306f\u3001\u958b\u767a\u8005\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u65b9\u6cd5\u3092\u5909\u3048\u3088\u3046\u3068\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> \u4f5c\u6210\u3068\u914d\u5099\u3002<\/p>\n\n\n<p>\u30de\u30a4\u30af\u30ed\u30bd\u30d5\u30c8\u304c\u958b\u767a\u3057\u305fAutoGen\u306f\u3001\u6d17\u7df4\u3055\u308c\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u969b\u7acb\u3063\u3066\u3044\u308b\u3002 <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>.\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u5171\u540c\u3067\u53d6\u308a\u7d44\u3080\u305f\u3081\u306b\u3001\u305d\u308c\u305e\u308c\u306b\u7279\u5316\u3057\u305f\u5f79\u5272\u3092\u6301\u3064\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u76f8\u4e92\u4f5c\u7528\u3068\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u7ba1\u7406\u306e\u305f\u3081\u306e\u67d4\u8edf\u3067\u52b9\u7387\u7684\u306a\u74b0\u5883\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u3092\u7c21\u7d20\u5316\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<p>\u4e00\u65b9\u3001Llama 3\u306f\u3001Meta\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u30b7\u30ea\u30fc\u30ba\u306e\u6700\u65b0\u7248\u3067\u3059\u3002Llama 3\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u3068\u751f\u6210\u6a5f\u80fd\u3092\u5f37\u5316\u3057\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u3067\u5fdc\u7b54\u6027\u306e\u9ad8\u3044AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306e\u7406\u60f3\u7684\u306a\u57fa\u76e4\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<p>AutoGen\u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068Llama 3\u306e\u3088\u3046\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u642d\u8f09\u3057\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u51e6\u7406\u3057\u3001\u81a8\u5927\u306a\u91cf\u306e\u60c5\u5831\u3092\u51e6\u7406\u3057\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u5927\u898f\u6a21\u306b\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3088\u308a\u6d17\u7df4\u3055\u308c\u305fAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u9700\u8981\u304c\u9ad8\u307e\u308b\u4e2d\u3001\u5805\u7262\u3067\u6c4e\u7528\u6027\u306e\u9ad8\u3044AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u6210\u3092\u5bb9\u6613\u306b\u3059\u308b\u30c4\u30fc\u30eb\u306e\u91cd\u8981\u6027\u306f\u3001\u3044\u304f\u3089\u5f37\u8abf\u3057\u3066\u3082\u3057\u904e\u304e\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\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\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#Understanding_AutoGen_and_Llama_3\" >AutoGen\u3068Llama 3\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-2\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#Llama_3_Advanced_language_model_capabilities\" >\u30e9\u30de3\uff1a\u9ad8\u5ea6\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u6a5f\u80fd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#Synergy_between_AutoGen_and_Llama_3\" >\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u3068\u30e9\u30de3\u306e\u76f8\u4e57\u52b9\u679c<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#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><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#Designing_multi-agent_systems\" >\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#Implementing_complex_workflows\" >\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5b9f\u88c5<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#Key_Benefits_of_Using_AutoGen_and_Llama_3\" >AutoGen\u3068Llama 3\u3092\u4f7f\u7528\u3059\u308b\u4e3b\u306a\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-8\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#Improved_efficiency_in_handling_complex_LLM_workflows\" >\u8907\u96d1\u306aLLM\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u51e6\u7406\u52b9\u7387\u306e\u5411\u4e0a<\/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\/how-to-create-agents-with-autogen-llama-3\/#Flexibility_in_creating_customized_AI_solutions\" >\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305fAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u67d4\u8edf\u6027<\/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\/how-to-create-agents-with-autogen-llama-3\/#Practical_Applications\" >\u5b9f\u8df5\u7684\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-11\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#Customer_service_chatbots\" >\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u30fb\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#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-13\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#Automated_content_generation\" >\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u81ea\u52d5\u751f\u6210<\/a><\/li><\/ul><\/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\/how-to-create-agents-with-autogen-llama-3\/#Overcoming_Challenges_in_AI_Agent_Development\" >AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306e\u8ab2\u984c\u3092\u514b\u670d\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-15\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#Optimizing_performance_in_multi-agent_systems\" >\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/skimai.com\/ja\/how-to-create-agents-with-autogen-llama-3\/#Ensuring_coherence_in_LLM_applications\" >LLM\u7533\u8acb\u306b\u304a\u3051\u308b\u4e00\u8cab\u6027\u306e\u78ba\u4fdd<\/a><\/li><\/ul><\/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\/how-to-create-agents-with-autogen-llama-3\/#The_AutoGen_and_Llama_3_Advantage\" >\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u3068\u30e9\u30de3\u306e\u5229\u70b9<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Understanding_AutoGen_and_Llama_3\"><\/span>AutoGen\u3068Llama 3\u3092\u7406\u89e3\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AutoGen\u306f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u6700\u524d\u7dda\u306b\u7acb\u3061\u3001\u8907\u96d1\u306aAI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u4f5c\u6210\u3092\u76ee\u6307\u3059\u958b\u767a\u8005\u306b\u5305\u62ec\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u305d\u306e\u4e2d\u6838\u3068\u306a\u308bAutoGen\u306f\u3001\u3088\u308a\u5927\u304d\u306a\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306e\u4e2d\u3067\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u7d71\u5408\u3067\u304d\u308b\u67d4\u8edf\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n<p><strong><u>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306e\u4e3b\u306a\u7279\u5fb4\u306f\u4ee5\u4e0b\u306e\u901a\u308a\uff1a<\/u><\/strong><\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\uff1a<\/strong> \u30aa\u30fc\u30c8\u30b8\u30a7\u30fc\u30f3\u306f\u3001\u8907\u96d1\u306a\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u5354\u50cd\u3067\u304d\u308b\u591a\u69d8\u306a\u30bf\u30a4\u30d7\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u53ef\u80fd\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\uff1a<\/strong> \u958b\u767a\u8005\u306f\u3001\u7279\u5b9a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u8907\u96d1\u306aLLM\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u8a2d\u8a08\u3057\u3001\u5b9f\u88c5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p><\/li><li><p><strong>\u30d2\u30e5\u30fc\u30de\u30f3\u30fb\u30a4\u30f3\u30fb\u30b6\u30fb\u30eb\u30fc\u30d7\u306e\u80fd\u529b\uff1a<\/strong> \u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u306f\u3001\u5b8c\u5168\u306a\u81ea\u5f8b\u904b\u8ee2\u304b\u3089\u7a4d\u6975\u7684\u306b\u4eba\u9593\u306e\u5165\u529b\u3092\u6c42\u3081\u308b\u30b7\u30b9\u30c6\u30e0\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30ec\u30d9\u30eb\u306e\u4eba\u9593\u3068\u306e\u5bfe\u8a71\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3002<\/p><\/li><li><p><strong>\u30b3\u30fc\u30c9\u306e\u751f\u6210\u3068\u5b9f\u884c\uff1a<\/strong> \u3053\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u306f\u5805\u7262\u306a\u30b3\u30fc\u30c9\u51e6\u7406\u6a5f\u80fd\u304c\u7d44\u307f\u8fbc\u307e\u308c\u3066\u304a\u308a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30b3\u30fc\u30c9\u3092\u751f\u6210\u3001\u5b9f\u884c\u3001\u30c7\u30d0\u30c3\u30b0\u3067\u304d\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\/45c6928a-5d82-4c29-95a1-f93a6a33079c.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<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Llama_3_Advanced_language_model_capabilities\"><\/span>\u30e9\u30de3\uff1a\u9ad8\u5ea6\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u6a5f\u80fd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>Llama 3\u306f\u3001\u8a00\u8a9e\u30e2\u30c7\u30eb\u6280\u8853\u306e\u5927\u304d\u306a\u98db\u8e8d\u3092\u8c61\u5fb4\u3057\u3066\u3044\u307e\u3059\u3002\u30e1\u30bf\u793e\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u8a00\u8a9e\u30e2\u30c7\u30eb\u30fb\u30b7\u30ea\u30fc\u30ba\u306e\u6700\u65b0\u4f5c\u3067\u3042\u308bLlama 3\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u80fd\u529b\u3092\u5f37\u5316\u3057\u3001\u6d17\u7df4\u3055\u308c\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u7406\u60f3\u7684\u306a\u9078\u629e\u80a2\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n<p><strong><u>\u30e9\u30de3\u306e\u7279\u7b46\u3059\u3079\u304d\u70b9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\uff1a<\/u><\/strong><\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\u6587\u8108\u7406\u89e3\u306e\u5411\u4e0a\uff1a <\/strong>\u30e9\u30de3\u4e16\u306f\u3001\u6587\u8108\u3092\u3088\u308a\u5fae\u5999\u306b\u628a\u63e1\u3057\u3001\u8907\u96d1\u306a\u4f1a\u8a71\u306b\u304a\u3044\u3066\u3088\u308a\u6b63\u78ba\u3067\u9069\u5207\u306a\u8fd4\u7b54\u304c\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002<\/p><\/li><li><p><strong>\u591a\u8a00\u8a9e\u30b5\u30dd\u30fc\u30c8\u306e\u5f37\u5316\uff1a<\/strong> \u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u5e45\u5e83\u3044\u8a00\u8a9e\u306b\u308f\u305f\u3063\u3066\u6027\u80fd\u304c\u5411\u4e0a\u3057\u3066\u304a\u308a\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u5e02\u5834\u3067\u306e\u9069\u7528\u7bc4\u56f2\u304c\u5e83\u304c\u3063\u3066\u3044\u308b\u3002<\/p><\/li><li><p><strong>\u52b9\u7387\u7684\u306a\u30ea\u30bd\u30fc\u30b9\u5229\u7528\uff1a<\/strong> Llama 3\u306f\u3001\u9069\u5ea6\u306a\u8a08\u7b97\u91cf\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u9ad8\u3044\u6027\u80fd\u3092\u767a\u63ee\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u5c55\u958b\u30b7\u30ca\u30ea\u30aa\u306b\u9069\u3057\u3066\u3044\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\/906e0857-f76c-4d5f-b411-62ed44cbd6fa.png\" alt=\"\u30e9\u30de3\u30d9\u30f3\u30c1\u30de\u30fc\u30af\uff08\u30e1\u30bf\uff09\" \/>\n<\/figure>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Synergy_between_AutoGen_and_Llama_3\"><\/span>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u3068\u30e9\u30de3\u306e\u76f8\u4e57\u52b9\u679c<span class=\"ez-toc-section-end\"><\/span><\/h3>\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><u>\u3053\u306e\u30d1\u30fc\u30c8\u30ca\u30fc\u30b7\u30c3\u30d7\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u4ee5\u4e0b\u306e\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308b\uff1a<\/u><\/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<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\u306e\u4f5c\u6210\u3092\u958b\u59cb\u3059\u308b\u306b\u306f\u3001\u958b\u767a\u8005\u306f\u5805\u7262\u306a\u958b\u767a\u74b0\u5883\u3092\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f <a rel=\"noopener noreferrer\" href=\"https:\/\/microsoft.github.io\/autogen\/docs\/Getting-Started\/\">AutoGen\u30d1\u30c3\u30b1\u30fc\u30b8<\/a>\u3053\u308c\u306f\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u3092\u63d0\u4f9b\u3059\u308b\u3002\u6b21\u306b\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u3001API\u30b3\u30fc\u30eb\u307e\u305f\u306f\u30ed\u30fc\u30ab\u30eb\u3078\u306e\u30c7\u30d7\u30ed\u30a4\u306b\u3088\u3063\u3066\u3001Llama 3\u30e2\u30c7\u30eb\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002API\u63a5\u7d9a\u306e\u78ba\u7acb\u306f\u3001AutoGen\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068Llama 3\u30e2\u30c7\u30eb\u9593\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u901a\u4fe1\u3092\u53ef\u80fd\u306b\u3059\u308b\u305f\u3081\u306b\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002\u6700\u5f8c\u306b\u3001AutoGen\u306e\u4e3b\u8981\u6a5f\u80fd\u3067\u3042\u308b\u30b3\u30fc\u30c9\u751f\u6210\u3068\u5b9f\u884c\u306e\u305f\u3081\u306e\u30bb\u30ad\u30e5\u30a2\u306a\u74b0\u5883\u3092\u6e96\u5099\u3057\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Designing_multi-agent_systems\"><\/span>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u3068Llama 3\u3092\u4f7f\u7528\u3057\u3066\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u8a2d\u8a08\u3059\u308b\u5834\u5408\u3001LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u306e\u5404\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u7279\u5b9a\u306e\u5f79\u5272\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u3001\u30c7\u30fc\u30bf\u51e6\u7406\u8005\u3001\u610f\u601d\u6c7a\u5b9a\u8005\u3001\u30e6\u30fc\u30b6\u30fc\u30fb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u30fb\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306a\u3069\u306e\u5f79\u5272\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u3053\u308c\u3089\u306eAutoGen\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3069\u306e\u3088\u3046\u306b\u901a\u4fe1\u3057\u3001\u5354\u529b\u3057\u3066\u671b\u307e\u3057\u3044\u7d50\u679c\u3092\u9054\u6210\u3059\u308b\u304b\u3092\u8a08\u753b\u3057\u307e\u3059\u3002\u5404\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306bLlama 3\u306e\u8a00\u8a9e\u7406\u89e3\u3068\u751f\u6210\u6a5f\u80fd\u3092\u7d71\u5408\u3057\u3066\u3001\u6a5f\u80fd\u3092\u5f37\u5316\u3057\u307e\u3059\u3002AutoGen\u306e\u67d4\u8edf\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6d3b\u7528\u3057\u3001\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u5185\u3067\u4eba\u9593\u304c\u4ecb\u5165\u307e\u305f\u306f\u76e3\u8996\u3059\u308b\u30dd\u30a4\u30f3\u30c8\u3092\u8a2d\u8a08\u3059\u308b\u3001\u30d2\u30e5\u30fc\u30de\u30f3\u30a4\u30f3\u30b6\u30eb\u30fc\u30d7\u6a5f\u80fd\u306e\u5b9f\u88c5\u3082\u304a\u5fd8\u308c\u306a\u304f\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Implementing_complex_workflows\"><\/span>\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u5b9f\u88c5<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u3068Llama 3\u3092\u4f7f\u7528\u3057\u3066\u8907\u96d1\u306aLLM\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5b9f\u88c5\u3059\u308b\u306b\u306f\u3001\u6226\u7565\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u5fc5\u8981\u3067\u3059\u3002\u307e\u305a\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u7ba1\u7406\u53ef\u80fd\u306a\u5c0f\u3055\u306a\u30b5\u30d6\u30bf\u30b9\u30af\u306b\u5206\u5272\u3057\u3001\u305d\u308c\u3092\u3055\u307e\u3056\u307e\u306aAutoGen\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u5272\u308a\u5f53\u3066\u308b\u3053\u3068\u304b\u3089\u59cb\u3081\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u60c5\u5831\u306e\u6d41\u308c\u3068\u610f\u601d\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u53ef\u8996\u5316\u3057\u3001\u52b9\u7387\u7684\u306a\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u901a\u4fe1\u3084\u30bf\u30b9\u30af\u5b9f\u884c\u306b\u304a\u3051\u308b\u6f5c\u5728\u7684\u306a\u554f\u984c\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306b\u3001\u5805\u7262\u306a\u30a8\u30e9\u30fc\u51e6\u7406\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u958b\u767a\u3057\u307e\u3059\u3002\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u8003\u616e\u3057\u3066\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u8a2d\u8a08\u3057\u3001\u4f5c\u696d\u8ca0\u8377\u306e\u5897\u52a0\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3001\u5909\u5316\u3059\u308b\u8981\u4ef6\u306b\u9069\u5fdc\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u901a\u3058\u3066\u3001Llama 3\u306e\u9ad8\u5ea6\u306a\u8a00\u8a9e\u51e6\u7406\u6a5f\u80fd\u3092\u7d71\u5408\u3057\u3001\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u5168\u4f53\u306e\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=\"Key_Benefits_of_Using_AutoGen_and_Llama_3\"><\/span>AutoGen\u3068Llama 3\u3092\u4f7f\u7528\u3059\u308b\u4e3b\u306a\u5229\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AutoGen\u3068Llama 3\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u5927\u5e45\u306b\u6539\u5584\u3057\u307e\u3059\u3002AutoGen\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u52b9\u7387\u7684\u306a\u60c5\u5831\u4ea4\u63db\u3092\u53ef\u80fd\u306b\u3057\u3001Llama 3\u306e\u8a00\u8a9e\u6a5f\u80fd\u306f\u660e\u78ba\u3067\u6587\u8108\u3092\u8003\u616e\u3057\u305f\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002\u3053\u306e\u76f8\u4e57\u52b9\u679c\u306b\u3088\u308a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u305d\u308c\u305e\u308c\u306e\u5c02\u9580\u80fd\u529b\u306b\u57fa\u3065\u3044\u3066\u4f5c\u696d\u8ca0\u8377\u3092\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306b\u5206\u6563\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u8907\u96d1\u306a\u30bf\u30b9\u30af\u306b\u5171\u540c\u3067\u53d6\u308a\u7d44\u307f\u3001\u305d\u308c\u305e\u308c\u306e\u77e5\u8b58\u3068Llama 3\u306e\u9ad8\u5ea6\u306a\u63a8\u8ad6\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3066\u3001\u512a\u308c\u305f\u7d50\u679c\u3092\u9054\u6210\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=\"Improved_efficiency_in_handling_complex_LLM_workflows\"><\/span>\u8907\u96d1\u306aLLM\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u51e6\u7406\u52b9\u7387\u306e\u5411\u4e0a<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u3068Llama 3\u306f\u3001\u8907\u96d1\u306aLLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u7ba1\u7406\u52b9\u7387\u3092\u9ad8\u3081\u307e\u3059\u3002AutoGen\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u7ba1\u7406\u6a5f\u80fd\u306f\u3001\u8907\u96d1\u306a\u8907\u6570\u30b9\u30c6\u30c3\u30d7\u306e\u30bf\u30b9\u30af\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u5b9f\u884c\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u3001Llama 3\u306e\u52b9\u7387\u7684\u306a\u51e6\u7406\u306f\u5fdc\u7b54\u6642\u9593\u306e\u77ed\u7e2e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u8907\u6570\u306eAutoGen\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u554f\u984c\u306e\u7570\u306a\u308b\u5074\u9762\u306b\u5bfe\u3057\u3066\u540c\u6642\u306b\u4f5c\u696d\u3067\u304d\u308b\u305f\u3081\u3001\u30bf\u30b9\u30af\u5168\u4f53\u306e\u5b8c\u4e86\u304c\u65e9\u307e\u308a\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u3088\u308a\u8fc5\u901f\u304b\u3064\u6b63\u78ba\u306b\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Flexibility_in_creating_customized_AI_solutions\"><\/span>\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3055\u308c\u305fAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e\u67d4\u8edf\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u3068Llama 3\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306b\u6bd4\u985e\u306a\u3044\u67d4\u8edf\u6027\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306f\u3001Llama 3\u306e\u9069\u5fdc\u53ef\u80fd\u306a\u8a00\u8a9e\u6a5f\u80fd\u3092\u7d71\u5408\u3057\u306a\u304c\u3089\u3001\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u8981\u4ef6\u306b\u5408\u308f\u305b\u3066AutoGen\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u67d4\u8edf\u6027\u306f\u62e1\u5f35\u6027\u306b\u3082\u53ca\u3073\u3001\u5358\u7d14\u306a\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304b\u3089\u8907\u96d1\u306a\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306e\u30b7\u30b9\u30c6\u30e0\u307e\u3067\u3001AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u5bb9\u6613\u306b\u62e1\u5f35\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Llama 3\u306e\u5fae\u8abf\u6574\u6a5f\u80fd\u306b\u3088\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3084\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u7279\u5316\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u4f5c\u6210\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001AutoGen\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u6027\u3068Llama 3\u306e\u6c4e\u7528\u6027\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u6642\u9593\u306e\u7d4c\u904e\u3068\u3068\u3082\u306bAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u7d99\u7d9a\u7684\u306a\u6539\u5584\u3068\u9069\u5fdc\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u30cb\u30fc\u30ba\u306e\u5909\u5316\u306b\u5408\u308f\u305b\u3066\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u9032\u5316\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<p>\u78ba\u304b\u306b\u3002\u79c1\u306f\u30bb\u30af\u30b7\u30e7\u30f3V\u3068VI\u306b\u96c6\u4e2d\u3057\u3001\u79c1\u305f\u3061\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u3092\u53d6\u308a\u5165\u308c\u3001\u7b87\u6761\u66f8\u304d\u3092\u591a\u7528\u305b\u305a\u306b\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u306a\u30c8\u30fc\u30f3\u3092\u7dad\u6301\u3057\u307e\u3059\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Practical_Applications\"><\/span>\u5b9f\u8df5\u7684\u5fdc\u7528<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Customer_service_chatbots\"><\/span>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u30fb\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u3068Llama 3\u306f\u3001\u6d17\u7df4\u3055\u308c\u305f\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u30fb\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306e\u4f5c\u6210\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002AutoGen\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u8907\u96d1\u306a\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u306b\u30b7\u30fc\u30e0\u30ec\u30b9\u306b\u5bfe\u5fdc\u3059\u308b\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3092\u8a2d\u8a08\u3067\u304d\u307e\u3059\u3002\u3042\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u81ea\u7136\u8a00\u8a9e\u306e\u7406\u89e3\u306b\u3001\u5225\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u304b\u3089\u95a2\u9023\u60c5\u5831\u3092\u691c\u7d22\u3059\u308b\u3053\u3068\u306b\u3001\u305d\u3057\u30663\u756a\u76ee\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u9069\u5207\u306a\u5fdc\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u306b\u96c6\u4e2d\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002Llama 3\u306e\u9ad8\u5ea6\u306a\u8a00\u8a9e\u6a5f\u80fd\u306f\u3001\u3053\u308c\u3089\u306e\u5fdc\u7b54\u304c\u6587\u8108\u306b\u5fdc\u3058\u305f\u9069\u5207\u306a\u3082\u306e\u3067\u3042\u308a\u3001\u4eba\u9593\u306e\u3088\u3046\u306a\u3082\u306e\u3067\u3042\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002\u3053\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001\u3088\u308a\u30cb\u30e5\u30a2\u30f3\u30b9\u304c\u3042\u308a\u52b9\u679c\u7684\u306a\u9867\u5ba2\u3068\u306e\u5bfe\u8a71\u3092\u53ef\u80fd\u306b\u3057\u3001\u5358\u4e00\u30e2\u30c7\u30eb\u306e\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u304c\u3057\u3070\u3057\u3070\u82e6\u624b\u3068\u3059\u308b\u8907\u96d1\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\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>\u30c7\u30fc\u30bf\u5206\u6790\u3068\u53ef\u8996\u5316\u306e\u9818\u57df\u306b\u304a\u3044\u3066\u3001AutoGen\u3068Llama 3\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u65b0\u305f\u306a\u53ef\u80fd\u6027\u3092\u5207\u308a\u958b\u304d\u307e\u3059\u3002AutoGen\u306e\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u3059\u308b\u6a5f\u80fd\u306b\u3088\u308a\u3001\u6d17\u7df4\u3055\u308c\u305f\u30c7\u30fc\u30bf\u51e6\u7406\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4f5c\u6210\u3059\u308b\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\u3092\u884c\u3044\u3001\u5225\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u8907\u96d1\u306a\u7d71\u8a08\u5206\u6790\u3092\u884c\u3044\u30013\u756a\u76ee\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u6d1e\u5bdf\u306b\u6e80\u3061\u305f\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u6210\u3059\u308b\u3002Llama 3\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u6a5f\u80fd\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u304b\u3089\u5f97\u3089\u308c\u305f\u6d1e\u5bdf\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u8aac\u660e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u6700\u521d\u306e\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u304b\u3089\u6700\u7d42\u7684\u306a\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u307e\u3067\u3001\u8907\u96d1\u306aLLM\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u610f\u601d\u6c7a\u5b9a\u306e\u305f\u3081\u306e\u5305\u62ec\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Automated_content_generation\"><\/span>\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u81ea\u52d5\u751f\u6210<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u3068Llama 3\u306f\u3001\u81ea\u52d5\u5316\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u30bf\u30b9\u30af\u3067\u8f1d\u304d\u3092\u653e\u3064\u3002\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u30d7\u30ed\u30bb\u30b9\u306e\u3059\u3079\u3066\u306e\u5074\u9762\u3092\u30ab\u30d0\u30fc\u3059\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3042\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u60c5\u5831\u3092\u8abf\u67fb\u30fb\u53ce\u96c6\u3057\u3001\u5225\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u30b3\u30f3\u30c6\u30f3\u30c4\u69cb\u9020\u306e\u30a2\u30a6\u30c8\u30e9\u30a4\u30f3\u3092\u4f5c\u6210\u3057\u3001Llama 3\u306e\u8a00\u8a9e\u751f\u6210\u6a5f\u80fd\u3092\u5099\u3048\u305f3\u756a\u76ee\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5b9f\u969b\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u4f5c\u6210\u3059\u308b\u3002\u3055\u3089\u306b\u5225\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3001\u4e8b\u5b9f\u78ba\u8a8d\u3001\u30b9\u30bf\u30a4\u30eb\u306e\u4e00\u8cab\u6027\u3001SEO\u6700\u9069\u5316\u306a\u3069\u306e\u30bf\u30b9\u30af\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308a\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u69d8\u3005\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3084\u30b9\u30bf\u30a4\u30eb\u306b\u5bfe\u5fdc\u3057\u306a\u304c\u3089\u3001\u9ad8\u54c1\u8cea\u3067\u591a\u69d8\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u5927\u898f\u6a21\u306b\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Overcoming_Challenges_in_AI_Agent_Development\"><\/span>AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306e\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AutoGen\u3067\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3059\u308b\u969b\u306e\u91cd\u8981\u306a\u8ab2\u984c\u306e1\u3064\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u76f8\u4e92\u4f5c\u7528\u306e\u7ba1\u7406\u3067\u3059\u3002\u3053\u308c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u306fAutoGen\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u5185\u3067\u901a\u4fe1\u30d7\u30ed\u30c8\u30b3\u30eb\u3068\u610f\u601d\u6c7a\u5b9a\u968e\u5c64\u3092\u614e\u91cd\u306b\u8a2d\u8a08\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u5404\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5f79\u5272\u3068\u8cac\u4efb\u3092\u660e\u78ba\u306b\u5b9a\u7fa9\u3057\u3001\u305d\u308c\u3089\u304c\u4e92\u3044\u306b\u885d\u7a81\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u88dc\u5b8c\u3057\u5408\u3046\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u6975\u3081\u3066\u91cd\u8981\u3067\u3059\u3002\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u5185\u306b\u5805\u7262\u306a\u30a8\u30e9\u30fc\u51e6\u7406\u3068\u7af6\u5408\u89e3\u6c7a\u306e\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u3067\u3001\u4e88\u671f\u305b\u306c\u554f\u984c\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u3067\u3082\u5186\u6ed1\u306a\u904b\u7528\u3092\u7dad\u6301\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=\"Optimizing_performance_in_multi-agent_systems\"><\/span>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u6700\u9069\u5316<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>AutoGen\u306e\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u306b\u306f\u3001\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308c\u305f\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u5fc5\u8981\u3067\u3059\u3002\u958b\u767a\u8005\u306f\u3001\u30bf\u30b9\u30af\u306e\u5272\u308a\u5f53\u3066\u3001\u4e26\u5217\u51e6\u7406\u3001\u30ea\u30bd\u30fc\u30b9\u7ba1\u7406\u306a\u3069\u306e\u8981\u7d20\u3092\u8003\u616e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u96d1\u306aLLM\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u304a\u3051\u308b\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u56de\u907f\u3057\u3001\u52b9\u7387\u7684\u306b\u9023\u643a\u3057\u3066\u52d5\u4f5c\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002AutoGen\u306e\u67d4\u8edf\u6027\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u8ca0\u8377\u5206\u6563\u6226\u7565\u3084\u52d5\u7684\u306a\u30bf\u30b9\u30af\u5272\u308a\u5f53\u3066\u3092\u5b9f\u88c5\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u6700\u9069\u5229\u7528\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u5b9a\u671f\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u76e3\u8996\u3068\u53cd\u5fa9\u7684\u306a\u6700\u9069\u5316\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u898f\u6a21\u304c\u62e1\u5927\u3057\u3066\u3082\u52b9\u7387\u3092\u7dad\u6301\u3059\u308b\u305f\u3081\u306e\u9375\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ensuring_coherence_in_LLM_applications\"><\/span>LLM\u7533\u8acb\u306b\u304a\u3051\u308b\u4e00\u8cab\u6027\u306e\u78ba\u4fdd<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>LLM\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3044\u3066\u3001\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u3067\u4e00\u8cab\u6027\u3092\u4fdd\u3064\u3053\u3068\u306f\u96e3\u3057\u3044\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u554f\u984c\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u306b\u3001\u958b\u767a\u8005\u306fLlama 3\u306e\u9ad8\u5ea6\u306a\u8a00\u8a9e\u7406\u89e3\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3001\u3059\u3079\u3066\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u51fa\u529b\u3067\u4e00\u8cab\u3057\u305f\u30c8\u30fc\u30f3\u3068\u30b9\u30bf\u30a4\u30eb\u3092\u78ba\u4fdd\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3059\u3079\u3066\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u4e00\u5143\u5316\u3055\u308c\u305f\u77e5\u8b58\u30d9\u30fc\u30b9\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u306f\u3001\u4e8b\u5b9f\u306e\u4e00\u8cab\u6027\u3092\u7dad\u6301\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3055\u3089\u306b\u3001AutoGen\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u4e2d\u3067\u3001\u4ed6\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u51fa\u529b\u3092\u76e3\u7763\u30fb\u8abf\u6574\u3059\u308b\u76e3\u7763\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u30d7\u30ed\u30bb\u30b9\u306e\u5168\u4f53\u7684\u306a\u4e00\u8cab\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<p>\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u6b63\u9762\u304b\u3089\u53d6\u308a\u7d44\u3080\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306fAutoGen\u3068Llama 3\u306e\u6f5c\u5728\u80fd\u529b\u3092\u30d5\u30eb\u306b\u6d3b\u7528\u3057\u3001\u8907\u96d1\u306aAI\u30bf\u30b9\u30af\u3092\u5e45\u5e83\u304f\u51e6\u7406\u3067\u304d\u308b\u3001\u5805\u7262\u3067\u52b9\u7387\u7684\u304b\u3064\u9996\u5c3e\u4e00\u8cab\u3057\u305f\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_AutoGen_and_Llama_3_Advantage\"><\/span>\u30aa\u30fc\u30c8\u30b8\u30a7\u30f3\u3068\u30e9\u30de3\u306e\u5229\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>AutoGen\u3068Llama 3\u306e\u7d44\u307f\u5408\u308f\u305b\u306f\u3001AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306b\u304a\u3051\u308b\u5927\u304d\u306a\u98db\u8e8d\u3092\u610f\u5473\u3057\u307e\u3059\u3002AutoGen\u306e\u5f37\u529b\u306a\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068Llama 3\u306e\u9ad8\u5ea6\u306a\u8a00\u8a9e\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306f\u8907\u96d1\u306aLLM\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u304b\u3064\u3066\u306a\u3044\u52b9\u7387\u6027\u3068\u67d4\u8edf\u6027\u3067\u51e6\u7406\u3067\u304d\u308b\u6d17\u7df4\u3055\u308c\u305fAI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002 <\/p>\n\n\n<p>\u8907\u6570\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u9593\u306e\u30b3\u30e9\u30dc\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u5f37\u5316\u304b\u3089\u8907\u96d1\u306a\u30d7\u30ed\u30bb\u30b9\u306e\u5408\u7406\u5316\u307e\u3067\u3001\u3053\u306e\u76f8\u4e57\u52b9\u679c\u306f\u3055\u307e\u3056\u307e\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u65b0\u305f\u306a\u53ef\u80fd\u6027\u3092\u958b\u304d\u307e\u3059\u3002AI\u306e\u5206\u91ce\u304c\u9032\u5316\u3057\u7d9a\u3051\u308b\u4e2d\u3001AutoGen\u3068Llama 3\u304c\u63d0\u4f9b\u3059\u308b\u30c4\u30fc\u30eb\u306f\u3001\u3088\u308a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u3067\u9069\u5fdc\u6027\u304c\u9ad8\u304f\u3001\u52b9\u679c\u7684\u306aAI\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u624b\u6bb5\u3092\u958b\u767a\u8005\u306b\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u7d44\u7e54\u306fAI\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u6700\u524d\u7dda\u306b\u3068\u3069\u307e\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u73fe\u5728\u306e\u9700\u8981\u3092\u6e80\u305f\u3059\u3060\u3051\u3067\u306a\u304f\u3001\u660e\u65e5\u306e\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080\u614b\u52e2\u3092\u6574\u3048\u305fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>","protected":false},"excerpt":{"rendered":"<p>AutoGen, a cutting-edge multi-agent framework, and Llama 3, an advanced language model, are changing the way developers approach AI agent creation and deployment. AutoGen, developed by Microsoft, stands out as a comprehensive platform for building sophisticated multi-agent systems and agentic workflows. It enables the orchestration of multiple agents, each with specialized roles, to collaborate on complex tasks. This framework is designed to simplify the development of LLM applications by providing a flexible and efficient environment for agent interaction and workflow management. Llama 3, on the other hand, represents the latest iteration in Meta&#8217;s series of large language models. Building upon its predecessors, Llama 3 offers enhanced natural language understanding and [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":12590,"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-12572","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>How to create Agents with AutoGen &amp; Llama 3 - Skim AI<\/title>\n<meta name=\"description\" content=\"Explore how AutoGen by Microsoft and Llama 3 by Meta are revolutionizing AI agent development. Learn about the multi-agent framework, advanced language models, and practical applications in customer service, data analysis, and content generation. Discover the benefits and challenges of creating sophisticated AI solutions with AutoGen and Llama 3.\" \/>\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\/\u81ea\u52d5\u751f\u6210\u30e9\u30de3\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to create Agents with AutoGen &amp; Llama 3 - Skim AI\" \/>\n<meta property=\"og:description\" content=\"Explore how AutoGen by Microsoft and Llama 3 by Meta are revolutionizing AI agent development. Learn about the multi-agent framework, advanced language models, and practical applications in customer service, data analysis, and content generation. 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