{"id":18809,"date":"2025-10-26T03:44:40","date_gmt":"2025-10-26T03:44:40","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=18809"},"modified":"2025-10-26T03:44:40","modified_gmt":"2025-10-26T03:44:40","slug":"adk%e3%81%aeweb-ui%e3%81%ab%e3%82%88%e3%82%8b%e8%a9%95%e4%be%a1%e3%81%a8%e3%83%87%e3%83%90%e3%83%83%e3%82%b0-g-gen-tech-blog","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/18809\/","title":{"rendered":"ADK\u306eWeb UI\u306b\u3088\u308b\u8a55\u4fa1\u3068\u30c7\u30d0\u30c3\u30b0 &#8211; G-gen Tech Blog"},"content":{"rendered":"\n<\/p>\n<div>\n<p>G-gen \u306e min \u3067\u3059\u3002<strong>Agent Development Kit<\/strong>\uff08ADK\uff09\u306e Web UI \u306b\u3088\u308b\u8a55\u4fa1\u3068\u30c7\u30d0\u30c3\u30b0\u306e\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090008.jpg\" width=\"800\" height=\"450\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<h2 id=\"ADK-\u3068\u306f\">ADK \u3068\u306f<\/h2>\n<p><strong>Agent Development Kit\uff08ADK\uff09<\/strong>\u3068\u306f\u3001AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002Google \u306b\u3088\u308a\u958b\u767a\u3055\u308c\u30012025\u5e7410\u6708\u73fe\u5728\u3001Python \u7528\u3068 Java \u7528\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u5b9a\u306e\u30e2\u30c7\u30eb\u3084\u30c7\u30d7\u30ed\u30a4\u74b0\u5883\u306b\u4f9d\u5b58\u305b\u305a\u3001\u4ed6\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u306e\u4e92\u63db\u6027\u3082\u8003\u616e\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u958b\u767a\u304b\u3089 Web UI \u3092\u7528\u3044\u305f\u52d5\u4f5c\u691c\u8a3c\u307e\u3067\u306e\u6d41\u308c\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3082\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fblog.g-gen.co.jp%2Fentry%2Fusing-adk-sequential-agents\" title=\"ADK\u306eSequential agents\u3092\u4f7f\u3063\u3066\u5b9f\u88c5\u3059\u308b\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 - G-gen Tech Blog\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/blog.g-gen.co.jp\/entry\/using-adk-sequential-agents\">blog.g-gen.co.jp<\/a><\/cite><\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001ADK \u306b\u7d44\u307f\u8fbc\u307e\u308c\u305f Web UI \u3092\u7528\u3044\u3066\u3001AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u30c7\u30d0\u30c3\u30b0\u3068\u8a55\u4fa1\u3092\u884c\u3046\u30b5\u30a4\u30af\u30eb\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"\u8a55\u4fa1\u3068\u30c7\u30d0\u30c3\u30b0\">\u8a55\u4fa1\u3068\u30c7\u30d0\u30c3\u30b0<\/h2>\n<p>AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u3001\u305d\u306e\u6319\u52d5\u304c\u975e\u6c7a\u5b9a\u7684\u3067\u3042\u308b\u305f\u3081\u3001\u54c1\u8cea\u3092\u62c5\u4fdd\u3057\u3001\u610f\u56f3\u3057\u306a\u3044\u632f\u308b\u821e\u3044\u3092\u4fee\u6b63\u3059\u308b\u300c\u8a55\u4fa1\u300d\u3068\u300c\u30c7\u30d0\u30c3\u30b0\u300d\u306e\u30d7\u30ed\u30bb\u30b9\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>ADK \u306f\u3001\u958b\u767a\u8005\u304c\u30b3\u30fc\u30c9\u5185\u306b\u30c6\u30b9\u30c8\u3092\u8a18\u8ff0\u3059\u308b\u5f93\u6765\u306e\u65b9\u6cd5\u306b\u52a0\u3048\u3001\u958b\u767a\u30b5\u30a4\u30af\u30eb\u306e\u4e2d\u3067\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6319\u52d5\u3092\u30c6\u30b9\u30c8\u3057\u3001\u305d\u306e\u54c1\u8cea\u3092\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u6a5f\u80fd\u3092\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u81ea\u4f53\u306b\u7d44\u307f\u8fbc\u3093\u3067\u3044\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306f Web UI \u3092\u901a\u3058\u3066\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u6a5f\u80fd\u306f\u3001\u6b21\u306b\u8aac\u660e\u3059\u308b\u300cEvent\u300d\u3068\u3044\u3046\u30b3\u30a2\u30b3\u30f3\u30bb\u30d7\u30c8\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"Event-\u3068\u306f\">Event \u3068\u306f<\/h2>\n<p><strong>Event \u3068\u306f\u3001ADK \u306b\u304a\u3051\u308b\u60c5\u5831\u4f1d\u9054\u306e\u57fa\u672c\u5358\u4f4d<\/strong>\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u6700\u521d\u306e\u5165\u529b\u304b\u3089\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6700\u7d42\u5fdc\u7b54\u307e\u3067\u3001\u305d\u306e\u9593\u306b\u767a\u751f\u3057\u305f\u3059\u3079\u3066\u306e\u91cd\u8981\u306a\u51fa\u6765\u4e8b\u3092\u8a18\u9332\u3057\u305f\u300c\u4e0d\u5909\u306e\u30ec\u30b3\u30fc\u30c9\u300d\u3068\u8003\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u60c5\u5831\u304c\u3059\u3079\u3066 Event \u3068\u3057\u3066\u6271\u308f\u308c\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\uff08<code>author: 'user'<\/code>\uff09<\/li>\n<li>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306b\u3088\u308b\u601d\u8003\u3084\u5fdc\u7b54\u30c6\u30ad\u30b9\u30c8<\/li>\n<li>LLM\u306b\u5bfe\u3059\u308b\u30c4\u30fc\u30eb\u4f7f\u7528\u306e\u8981\u6c42\uff08<code>functionCall<\/code>\uff09<\/li>\n<li>\u30c4\u30fc\u30eb\u306e\u5b9f\u884c\u7d50\u679c\uff08<code>functionResponse<\/code>\uff09<\/li>\n<li>\u72b6\u614b\u306e\u5909\u5316\u3084\u30a8\u30e9\u30fc\u901a\u77e5<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e Event \u304c\u6642\u7cfb\u5217\u306b\u9023\u306a\u308b\u3053\u3068\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306e\u5168\u5bb9\u304c\u8a18\u9332\u3055\u308c\u307e\u3059\u3002ADK \u306e Web UI \u304c\u63d0\u4f9b\u3059\u308b\u30c7\u30d0\u30c3\u30b0\u30fb\u8a55\u4fa1\u6a5f\u80fd\u306f\u3001\u3053\u306e Event \u306e\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u53ef\u8996\u5316\u3057\u3001\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002<\/p>\n<h2 id=\"\u5fc5\u8981\u306a\u4f9d\u5b58\u95a2\u4fc2\">\u5fc5\u8981\u306a\u4f9d\u5b58\u95a2\u4fc2<\/h2>\n<p>Web UI \u3067\u8a55\u4fa1\u6a5f\u80fd\u3092\u5229\u7528\u3059\u308b\u306b\u306f\u3001\u8ffd\u52a0\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<pre class=\"code lang-sh\" data-lang=\"sh\" data-unlink=\"\">pip install <span class=\"synStatement\">\"<\/span><span class=\"synConstant\">google-adk[eval]<\/span><span class=\"synStatement\">\"<\/span>\n<\/pre>\n<p>\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067 Web UI \u3092\u8d77\u52d5\u3067\u304d\u307e\u3059\u3002<code><path_to_your_agents_folder\/><\/code> \u306e\u90e8\u5206\u306b\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5b9a\u7fa9\u30d5\u30a1\u30a4\u30eb\u304c\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u30d5\u30a9\u30eb\u30c0\u3078\u306e\u30d1\u30b9\u3092\u6307\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre class=\"code lang-sh\" data-lang=\"sh\" data-unlink=\"\">adk web <span class=\"synStatement\">path_to_your_agents_folder<span class=\"synStatement\">&gt;<\/span>\n<\/span><\/pre>\n<p>\u30d6\u30e9\u30a6\u30b6\u3067 <code>http:\/\/127.0.0.1:8000<\/code> \u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3068\u3001Web UI \u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2 id=\"\u6982\u8981\">\u6982\u8981<\/h2>\n<p>ADK \u306e Web UI \u306f\u3001Event \u306e\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306e2\u3064\u306e\u4e3b\u8981\u306a\u30d3\u30e5\u30fc\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3089\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5185\u90e8\u7684\u306a\u52d5\u4f5c\u3092\u8a73\u7d30\u306b\u8ffd\u8de1\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"Events-\u30d3\u30e5\u30fc\">Events \u30d3\u30e5\u30fc<\/h2>\n<p><strong>Events \u30d3\u30e5\u30fc<\/strong>\u306f\u3001\u767a\u751f\u3057\u305f\u3059\u3079\u3066\u306e Event \u3092\u6642\u7cfb\u5217\u306b\u6cbf\u3063\u3066\u30ea\u30b9\u30c8\u30a2\u30c3\u30d7\u3059\u308b\u30d3\u30e5\u30fc\u3067\u3059\u3002Event \u306e\u5168\u4f53\u50cf\u3084\u3001\u500b\u3005\u306e Event \u306e\u4e2d\u8eab\u3092\u78ba\u8a8d\u3057\u305f\u3044\u5834\u5408\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090011.png\" width=\"674\" height=\"361\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u4f8b\u3048\u3070\u3001LLM \u304c\u751f\u6210\u3057\u305f\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u306e\u5f15\u6570\uff08<code>functionCall<\/code> \u306e <code>args<\/code>\uff09\u3084\u3001\u30c4\u30fc\u30eb\u306e\u5b9f\u884c\u7d50\u679c\uff08<code>functionResponse<\/code> \u306e <code>response<\/code>\uff09\u306a\u3069\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"Trace-\u30d3\u30e5\u30fc\">Trace \u30d3\u30e5\u30fc<\/h2>\n<p><strong>Trace \u30d3\u30e5\u30fc<\/strong>\u306f\u3001Event \u306e\u6d41\u308c\u3092\u300c\u8ab0\u304c\u8ab0\u3092\u547c\u3073\u51fa\u3057\u305f\u304b\u300d\u3068\u3044\u3046\u89aa\u5b50\u95a2\u4fc2\u3067\u518d\u69cb\u6210\u3057\u3001\u51e6\u7406\u306e\u5168\u4f53\u50cf\u3092\u968e\u5c64\u7684\u306b\u628a\u63e1\u3057\u3084\u3059\u304f\u3057\u305f\u30d3\u30e5\u30fc\u3067\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090015.png\" width=\"674\" height=\"502\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>LLM \u306b\u3088\u308b\u601d\u8003\u304b\u3089\u30c4\u30fc\u30eb\u5b9f\u884c\u3001\u6700\u7d42\u5fdc\u7b54\u306e\u751f\u6210\u3068\u3044\u3063\u305f\u4e00\u9023\u306e\u6d41\u308c\u3084\u3001\u5404\u30b9\u30c6\u30c3\u30d7\u306e\u51e6\u7406\u6642\u9593\u3092\u76f4\u611f\u7684\u306b\u7406\u89e3\u3067\u304d\u308b\u305f\u3081\u3001\u51e6\u7406\u30d5\u30ed\u30fc\u306e\u628a\u63e1\u3084\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306e\u7279\u5b9a\u306b\u6709\u52b9\u3067\u3059\u3002\u5404\u30c8\u30ec\u30fc\u30b9\u884c\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u95a2\u9023\u3059\u308b Event \u306e\u8a73\u7d30\u3092\u30d1\u30cd\u30eb\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090018.png\" width=\"800\" height=\"509\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<h2 id=\"\u6982\u8981-1\">\u6982\u8981<\/h2>\n<p>\u30c7\u30d0\u30c3\u30b0\u306b\u3088\u3063\u3066\u500b\u3005\u306e\u6319\u52d5\u3092\u5206\u6790\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u305f\u3089\u3001\u6b21\u306f<strong>\u8a55\u4fa1<\/strong>\uff08Evaluate\uff09\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u54c1\u8cea\u3092\u4f53\u7cfb\u7684\u306b\u6e2c\u5b9a\u3057\u3001\u6539\u5584\u30b5\u30a4\u30af\u30eb\u3092\u56de\u3057\u307e\u3059\u3002<\/p>\n<p>\u8a55\u4fa1\u6a5f\u80fd\u306f\u3001\u300c\u671f\u5f85\u3055\u308c\u308b\u5bfe\u8a71\uff08\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\uff09\u300d\u3068\u300c\u5b9f\u969b\u306e\u5bfe\u8a71\u300d\u3092\u6bd4\u8f03\u3057\u3001\u305d\u306e\u54c1\u8cea\u3092\u30b9\u30b3\u30a2\u3067\u5b9a\u91cf\u5316\u3059\u308b\u305f\u3081\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u6a5f\u80fd\u3067\u3059\u3002\u8a55\u4fa1\u306f\u3001\u4e3b\u306b\u300c\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u4f5c\u6210\u300d\u300c\u8a55\u4fa1\u306e\u5b9f\u884c\u300d\u300c\u7d50\u679c\u306e\u5206\u6790\u300d\u3068\u3044\u30463\u3064\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2 id=\"1-\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u4f5c\u6210\">1. \u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306e\u4f5c\u6210<\/h2>\n<p>\u307e\u305a\u3001\u8a55\u4fa1\u306e\u57fa\u6e96\u3068\u306a\u308b\u300c\u6b63\u89e3\u300d\u306e\u5bfe\u8a71\u30b7\u30ca\u30ea\u30aa\u3092\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3068\u3057\u3066\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<p>Web UI \u4e0a\u3067\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5bfe\u8a71\u3057\u3001\u671f\u5f85\u306b\u8fd1\u3044\u5fdc\u7b54\u304c\u5f97\u3089\u308c\u305f\u30bb\u30c3\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u753b\u9762\u53f3\u5074\u306e <strong>Eval<\/strong> \u30bf\u30d6\u3067\u8a55\u4fa1\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u307e\u305f\u306f\u9078\u629e\u3057\u3001<strong>Add current session<\/strong> \u30dc\u30bf\u30f3\u3067\u73fe\u5728\u306e\u4f1a\u8a71\u3092\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3068\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090022.png\" width=\"800\" height=\"187\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u4fdd\u5b58\u3057\u305f\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u306f\u3001\u7de8\u96c6\u30a2\u30a4\u30b3\u30f3\u304b\u3089\u5fdc\u7b54\u30c6\u30ad\u30b9\u30c8\u3092\u4fee\u6b63\u3059\u308b\u306a\u3069\u3001\u3088\u308a\u7406\u60f3\u7684\u306a\u30b7\u30ca\u30ea\u30aa\u306b\u7de8\u96c6\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090029.png\" width=\"800\" height=\"389\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<h2 id=\"2-\u8a55\u4fa1\u306e\u5b9f\u884c\">2. \u8a55\u4fa1\u306e\u5b9f\u884c<\/h2>\n<p>\u6b21\u306b\u3001\u6e96\u5099\u3057\u305f\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3092\u4f7f\u3063\u3066\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u6027\u80fd\u3092\u8a55\u4fa1\u3057\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090025.png\" width=\"692\" height=\"336\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u8a55\u4fa1\u30bb\u30c3\u30c8\u304b\u3089\u5b9f\u884c\u3057\u305f\u3044\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3092\u9078\u629e\u3057\u3001<strong>Run Evaluation<\/strong> \u30dc\u30bf\u30f3\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u8a55\u4fa1\u6642\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u306b\u5bfe\u3059\u308b\u5408\u683c\u95be\u5024\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>Tool trajectory avg score<\/strong> : \u671f\u5f85\u3055\u308c\u308b\u30c4\u30fc\u30eb\u306e\u4f7f\u7528\u9806\u5e8f\u3084\u5f15\u6570\u3068\u3001\u5b9f\u969b\u306e\u3082\u306e\u3068\u306e\u4e00\u81f4\u5ea6\u3002<\/li>\n<li><strong>Response match score<\/strong> : \u671f\u5f85\u3055\u308c\u308b\u6700\u7d42\u5fdc\u7b54\u3068\u3001\u5b9f\u969b\u306e\u5fdc\u7b54\u3068\u306e\u610f\u5473\u7684\u306a\u985e\u4f3c\u5ea6\u3002<\/li>\n<\/ul>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090032.png\" width=\"621\" height=\"318\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p><strong>Start<\/strong> \u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u8a55\u4fa1\u304c\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n<h2 id=\"3-\u7d50\u679c\u306e\u5206\u6790\">3. \u7d50\u679c\u306e\u5206\u6790<\/h2>\n<p>\u8a55\u4fa1\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u7d50\u679c\u3092\u5206\u6790\u3057\u3066\u6b21\u306e\u6539\u5584\u30a2\u30af\u30b7\u30e7\u30f3\u306b\u7e4b\u3052\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090035.png\" width=\"712\" height=\"639\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u7d50\u679c\u4e00\u89a7\u306b Fail \u304c\u3042\u308b\u5834\u5408\u3001 <strong>Fail<\/strong> \u306b\u30ab\u30fc\u30bd\u30eb\u3092\u5408\u308f\u305b\u308b\u3068\u3001<strong>Actual<\/strong>\uff08\u5b9f\u969b\u306e\u51fa\u529b\uff09\u3068 <strong>Expected<\/strong>\uff08\u671f\u5f85\u3055\u308c\u308b\u51fa\u529b\uff09\u306e\u6bd4\u8f03\u3084\u3001\u3069\u306e\u30b9\u30b3\u30a2\u304c\u95be\u5024\u3092\u4e0b\u56de\u3063\u305f\u304b\u304c\u8868\u793a\u3055\u308c\u3001\u5931\u6557\u306e\u539f\u56e0\u3092\u628a\u63e1\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090039.png\" width=\"800\" height=\"369\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u8a55\u4fa1\u3067\u5931\u6557\u3057\u305f\u30b1\u30fc\u30b9\u306f\u3001\u30c7\u30d0\u30c3\u30b0\u306e\u5bfe\u8c61\u3067\u3059\u3002Trace \u30d3\u30e5\u30fc\u3084 Events \u30d3\u30e5\u30fc\u3092\u4f7f\u3044\u3001\u306a\u305c\u671f\u5f85\u3068\u7570\u306a\u308b\u6319\u52d5\u306b\u306a\u3063\u305f\u306e\u304b\u3092\u8a73\u7d30\u306b\u8abf\u67fb\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2 id=\"\u5b9f\u8df5\u4f8b\">\u5b9f\u8df5\u4f8b<\/h2>\n<p>\u6b21\u306b\u3001\u516c\u5f0f\u306e\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f8b\u306b\u3001\u5b9f\u969b\u306e\u30c7\u30d0\u30c3\u30b0\u3068\u8a55\u4fa1\u306e\u30b5\u30a4\u30af\u30eb\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h2 id=\"1-\u6b63\u5e38\u7cfb\u306e\u52d5\u4f5c\u78ba\u8a8d\">1. \u6b63\u5e38\u7cfb\u306e\u52d5\u4f5c\u78ba\u8a8d<\/h2>\n<p>\u307e\u305a\u3001<code>adk web<\/code> \u3067UI\u3092\u8d77\u52d5\u3057\u3001<code>multi_tool_agent<\/code> \u306b\u300cWhat is the weather in New York?\u300d\u3068\u8cea\u554f\u3057\u307e\u3059\u3002<\/p>\n<p><strong>Trace \u30d3\u30e5\u30fc<\/strong>\u3092\u958b\u304f\u3068\u3001<code>call_llm<\/code>\uff08\u601d\u8003\uff09\u2192 <code>execute_tool[get_weather]<\/code>\uff08\u30c4\u30fc\u30eb\u5b9f\u884c\uff09\u2192 <code>call_llm<\/code>\uff08\u6700\u7d42\u5fdc\u7b54\uff09\u3068\u3044\u3046\u4e00\u9023\u306eEvent\u306e\u6d41\u308c\u304c\u53ef\u8996\u5316\u3055\u308c\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u6b63\u3057\u304f\u52d5\u4f5c\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090042.png\" width=\"688\" height=\"632\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<h2 id=\"2-\u7570\u5e38\u7cfb\u306e\u30c7\u30d0\u30c3\u30b0\">2. \u7570\u5e38\u7cfb\u306e\u30c7\u30d0\u30c3\u30b0<\/h2>\n<p>\u6b21\u306b\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u300cWhat is the weather in Okinawa?\u300d\u3068\u8cea\u554f\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<p><strong>Events \u30d3\u30e5\u30fc<\/strong>\u306b\u5207\u308a\u66ff\u3048\u3066 Event \u30ea\u30b9\u30c8\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u6642\u306e\u5fdc\u7b54 <code>functionResponse<\/code> \u3092\u8abf\u67fb\u3057\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090046.png\" width=\"687\" height=\"360\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>Event \u8a73\u7d30\u30d3\u30e5\u30fc\u3067 <code>Event<\/code> &gt; <code>response<\/code> \u3092\u898b\u308b\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304b\u3089\u306e\u5fdc\u7b54\uff08response\uff09\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090049.png\" width=\"688\" height=\"618\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u30c4\u30fc\u30eb\u3092\u547c\u3073\u51fa\u305d\u3046\u3068\u3057\u305f\u3082\u306e\u306e\u3001\u30c4\u30fc\u30eb\u81ea\u4f53\u304c\u300cOkinawa\u300d\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u30a8\u30e9\u30fc\u306b\u306a\u3063\u305f\u3001\u3068\u3044\u3046\u4e8b\u5b9f\u3092\u7279\u5b9a\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"3-\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8abf\u67fb\u3068\u6539\u5584\">3. \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u8abf\u67fb\u3068\u6539\u5584<\/h2>\n<p>\u3067\u306f\u3001\u306a\u305c\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306f\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u90fd\u5e02\u3067\u3082\u30c4\u30fc\u30eb\u3092\u547c\u3073\u51fa\u305d\u3046\u3068\u3057\u305f\u306e\u3067\u3057\u3087\u3046\u304b\u3002<strong>Events \u30d3\u30e5\u30fc<\/strong>\u306e\u3001\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u5f8c\u306e <code>text<\/code> \u3092\u8abf\u67fb\u3057\u307e\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090053.png\" width=\"688\" height=\"377\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>Event \u8a73\u7d30\u30d3\u30e5\u30fc\u3067 <code>Request<\/code> &gt; <code>system_instruction<\/code> \u3092\u898b\u308b\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3078\u306e\u6307\u793a\u66f8\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u6307\u793a\u66f8\u306b\u300cNew York \u306b\u3057\u304b\u5bfe\u5fdc\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u3044\u3046\u60c5\u5831\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308c\u3070\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u4ed6\u306e\u90fd\u5e02\u3067\u3082\u30c4\u30fc\u30eb\u3092\u547c\u3073\u51fa\u305d\u3046\u3068\u3059\u308b\u306e\u306f\u81ea\u7136\u306a\u6319\u52d5\u3067\u3059\u3002<\/p>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/g\/ggen-sugimura\/20251024\/20251024090056.png\" width=\"678\" height=\"428\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u610f\u56f3\u3057\u306a\u3044\u6319\u52d5\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3084\u30c4\u30fc\u30eb\u306e\u8aac\u660e\u6587\uff08docstring\uff09\u3092\u3088\u308a\u660e\u78ba\u306b\u8a18\u8ff0\u3059\u308b\u3053\u3068\u3067\u4fee\u6b63\u3067\u304d\u308b\u5834\u5408\u304c\u591a\u304f\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2 id=\"4-\u56de\u5e30\u30c6\u30b9\u30c8\u306e\u4f5c\u6210\">4. 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