{"id":7512,"date":"2025-12-26T17:21:52","date_gmt":"2025-12-26T08:21:52","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=7512"},"modified":"2025-12-26T17:21:52","modified_gmt":"2025-12-26T08:21:52","slug":"adk-web-ui","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/adk-web-ui\/","title":{"rendered":"\u3010AI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3011ADK Web UI\u306b\u3064\u3044\u3066"},"content":{"rendered":"\n<p>Google ADK Web UI \u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u8d77\u52d5\u3057\u3001\u65e2\u5b58\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5bfe\u8a71\u3057\u306a\u304c\u3089\u30c7\u30d0\u30c3\u30b0\u30fb\u8a55\u4fa1\u3059\u308b\u65b9\u6cd5\u3092\u89e3\u8aac\u3002UI \u3067\u78ba\u8a8d\u3067\u304d\u308b\u60c5\u5831\u3084\u30c8\u30ec\u30fc\u30b9\u306e\u898b\u65b9\u3082\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>\u524d\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001Google ADK\uff08Agent Development Kit\uff09\u3092\u7528\u3044\u3066\u3001\u5c06\u68cb\u30fb\u30aa\u30bb\u30ed\u30fb\u30c1\u30a7\u30b9\u306e\u30cb\u30e5\u30fc\u30b9\u3092\u53d6\u5f97\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002<\/p>\r\n<p>\u4eca\u56de\u306f\u3001\u305d\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092 \u30d6\u30e9\u30a6\u30b6\u4e0a\u306e Web UI \u304b\u3089\u64cd\u4f5c\u30fb\u89b3\u5bdf\u3067\u304d\u308b\u300cADK Web UI\u300d \u306b\u30d5\u30a9\u30fc\u30ab\u30b9\u3057\u307e\u3059\u3002<\/p>\r\n<ul>\r\n\t<li>\r\n<p>\u30bf\u30fc\u30df\u30ca\u30eb\u304b\u3089\u306e\u5bfe\u8a71\u3060\u3051\u3060\u3068\u3001<\/p>\r\n<p>\u300c\u4e2d\u3067\u3069\u3093\u306a\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u6295\u3052\u3089\u308c\u3066\u3044\u308b\u306e\u304b\uff1f\u300d<\/p>\r\n<p>\u300c\u3069\u306e\u30c4\u30fc\u30eb\u304c\u3069\u3046\u547c\u3070\u308c\u3066\u3044\u308b\u306e\u304b\uff1f\u300d<\/p>\r\n<p>\u3092\u628a\u63e1\u3057\u3065\u3089\u3044\u3068\u3053\u308d\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\r\n<\/li>\r\n<\/ul>\r\n<p>ADK Web UI \u3092\u4f7f\u3046\u3068\u3001\u3053\u308c\u3089\u3092 \u8996\u899a\u7684\u306b\u8ffd\u3044\u304b\u3051\u306a\u304c\u3089\u30c7\u30d0\u30c3\u30b0\u30fb\u8a55\u4fa1 \u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n<p><!-- notionvc: 58349b3c-f22b-4b96-94cb-b55b965ebef7 --><\/p>\n\n<h2>\u6982\u8981<\/h2>\n<p>ADK Web UI \u306f\u3001Google \u306e Agent Development Kit\uff08ADK\uff09\u306b\u7d71\u5408\u3055\u308c\u3066\u3044\u308b\u958b\u767a\u8005\u5411\u3051 Web UI \u3067\u3059\u3002\u4eca\u56de\u306f\u5b9f\u969b\u306bADK Web UI\u3092\u4f7f\u7528\u3057\u3001\u4f7f\u7528\u611f\u306a\u3069\u3092\u78ba\u8a8d\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n\n<h2>\u4f7f\u7528\u65b9\u6cd5<\/h2>\n<p>\u3053\u3053\u3067\u306f\u3001\u524d\u56de\u4f5c\u6210\u3057\u305f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\uff08<\/p>\r\n<div class=\"notion-inline-code-container\"><span data-token-index=\"1\" class=\"notion-enable-hover\">shogi_info_agent<\/span><\/div>\r\n<p>\uff09\u304c\u6b63\u5e38\u306b\u52d5\u304f\u72b6\u614b \u3092\u524d\u63d0\u306b\u3001Web UI \u306e\u8d77\u52d5\uff5e\u30a2\u30af\u30bb\u30b9\u307e\u3067\u306e\u624b\u9806\u3092\u6574\u7406\u3057\u307e\u3059\u3002<!-- notionvc: 716ebefa-466c-4a81-8d97-cb40573a593d --><\/p>\r\n<b>1. \u89aa\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u79fb\u52d5\u3059\u308b<\/b>\r\n<p>\u524d\u56de\u306e\u8a18\u4e8b\u3068\u540c\u69d8\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u69cb\u6210\u306f\u6b21\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u3057\u307e\u3059\u3002<\/p>\r\n<p><!-- notionvc: cf2bc588-4148-4ae9-89fd-53e0f6dd095a --><\/p>\r\n<div class=\"hcb_wrap\">\r\n<pre><code>agent_dev\r\n \u251c\u2500 .venv\/\r\n \u2514\u2500 shogi_info_agent\/\r\n      \u251c\u2500 __init__.py\r\n      \u251c\u2500 agent.py\r\n      \u2514\u2500 .env<\/code><\/pre>\r\n<p>\u307e\u305a\u306f PowerShell \u3067 <span data-token-index=\"1\" class=\"notion-enable-hover\">\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30eb\u30fc\u30c8\u30c7\u30a3\u30ec\u30af\u30c8\u30ea<\/span> \u306b\u79fb\u52d5\u3057\u307e\u3059\u3002<\/p>\r\n<div class=\"hcb_wrap\">\r\n<pre><code class=\"language-powershell\">cd .\/agent_dev<\/code><\/pre>\r\n<\/div>\r\n<b>2. \u4eee\u60f3\u74b0\u5883\u306e\u6709\u52b9\u5316<\/b>\r\n<p>\u6b21\u306b\u3001<code>uv<\/code> \u3067\u4f5c\u6210\u3057\u305f\u4eee\u60f3\u74b0\u5883\u3092\u6709\u52b9\u5316\u3057\u307e\u3059\u3002<\/p>\r\n<\/div>\r\n<div class=\"hcb_wrap\">\r\n<pre class=\"prism line-numbers lang-plain\" data-lang=\"Plain Text\"><code>.\\.venv\\Scripts\\Activate.ps1<\/code><\/pre>\r\n<\/div>\r\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5148\u982d\u306b <code>(.venv)<\/code> \u306e\u3088\u3046\u306a\u8868\u793a\u304c\u51fa\u308c\u3070 OK \u3067\u3059\u3002<\/p>\r\n<p>\u3053\u306e\u72b6\u614b\u3067\u5b9f\u884c\u3059\u308b\u30b3\u30de\u30f3\u30c9\u306f\u3001<strong>\u3059\u3079\u3066\u3053\u306e\u4eee\u60f3\u74b0\u5883\u306e Python \/ \u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u5229\u7528<\/strong> \u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n<b>3. Web UI \u306e\u8d77\u52d5<\/b>\r\n<p>\u4eee\u60f3\u74b0\u5883\u304c\u6709\u52b9\u5316\u3055\u308c\u305f\u72b6\u614b\u3067\u3001\u6b21\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\r\n<p><!-- notionvc: c31f40c5-a533-44ff-8454-f48e52c7b331 --><\/p>\r\n<div class=\"hcb_wrap\">\r\n<pre class=\"prism line-numbers lang-plain\" data-lang=\"Plain Text\"><code>adk web<\/code><\/pre>\r\n<p>\u3057\u3070\u3089\u304f\u3059\u308b\u3068\u3001\u30b3\u30f3\u30bd\u30fc\u30eb\u4e0a\u306b\u30ed\u30fc\u30ab\u30eb\u30b5\u30fc\u30d0\u306e URL \u304c\u8868\u793a\u3055\u308c\u307e\u3059\uff08\u4f8b\uff09:<\/p>\r\n<div class=\"hcb_wrap\">\r\n<pre class=\"prism line-numbers lang-plain\" data-lang=\"Plain Text\"><code>http:\/\/127.0.0.1:8000<\/code><\/pre>\r\n<\/div>\r\n<b>4. \u30d6\u30e9\u30a6\u30b6\u3067\u30a2\u30af\u30bb\u30b9<\/b>\r\n<p>\u8868\u793a\u3055\u308c\u305f URL\uff08\u901a\u5e38\u306f <code>http:\/\/127.0.0.1:8000<\/code>\uff09\u3092\u30d6\u30e9\u30a6\u30b6\u306b\u5165\u529b\u3059\u308b\u3068\u3001<\/p>\r\n<p>ADK Web UI \u306e\u30c8\u30c3\u30d7\u30da\u30fc\u30b8\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<p><!-- notionvc: 0749c7b7-da81-462c-baf9-777523647380 --><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171426.png\" alt=\"\" width=\"1444\" height=\"579\" class=\"aligncenter size-full wp-image-7524\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171426.png 1444w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171426-300x120.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171426-1024x411.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171426-768x308.png 768w\" sizes=\"(max-width: 1444px) 100vw, 1444px\" \/><\/p>\r\n<ul>\r\n\t<li>\u53f3\u5074\uff1a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u306e\u30c1\u30e3\u30c3\u30c8\u753b\u9762<\/li>\r\n\t<li>\u5de6\u5074\uff1a\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3084\u30c4\u30fc\u30eb\u306e\u5b9a\u7fa9\u3001\u30c8\u30ec\u30fc\u30b9\u60c5\u5831\u306a\u3069\u306e\u8a73\u7d30\u30d3\u30e5\u30fc<\/li>\r\n<\/ul>\r\n<p>\u3068\u3044\u3063\u305f\u69cb\u6210\u306b\u306a\u3063\u3066\u304a\u308a\u3001**\u30bf\u30fc\u30df\u30ca\u30eb\u3067 <code>adk run<\/code> \u3057\u3066\u3044\u305f\u3068\u304d\u306e\u5bfe\u8a71\u3092\u3001\u305d\u306e\u307e\u307e GUI \u3067\u884c\u3048\u308b\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002<\/p>\r\n<b>\u8cea\u554f\u3068\u5fdc\u7b54\u306e\u78ba\u8a8d<\/b>\r\n<p>\u3053\u3053\u3067\u3044\u304f\u3064\u304b\u8cea\u554f\u3092\u3057\u3001\u305d\u308c\u306b\u5bfe\u3059\u308b\u5fdc\u7b54\u3092\u78ba\u8a8d\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\r\n<p>\uff11\uff0c\u5c06\u68cb\u306b\u95a2\u3059\u308b\u30cb\u30e5\u30fc\u30b9\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\r\n<ul>\r\n\t<li>\u53f3\u5074\u306e\u30c1\u30e3\u30c3\u30c8\u6b04\u306b\u4e0a\u8a18\u306e\u8cea\u554f\u3092\u6253\u3061\u8fbc\u3080\u3068\u3001<\/li>\r\n\t<li><code>get_shogi_news<\/code> \u304c\u547c\u3073\u51fa\u3055\u308c\u3001\u65e5\u672c\u5c06\u68cb\u9023\u76df\u306e RSS \u304b\u3089\u53d6\u5f97\u3057\u305f\u6700\u65b0\u30cb\u30e5\u30fc\u30b9\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: f42dbf53-f030-4313-bbe2-64f2ed5d7a40 --><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171523.png\" alt=\"\" width=\"1458\" height=\"570\" class=\"aligncenter size-full wp-image-7525\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171523.png 1458w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171523-300x117.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171523-1024x400.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171523-768x300.png 768w\" sizes=\"(max-width: 1458px) 100vw, 1458px\" \/><\/p>\r\n<\/div>\r\n<p>\uff12\uff0c\u30c1\u30a7\u30b9\u306e\u30cb\u30e5\u30fc\u30b9\u30922\u3064\u7b87\u6761\u66f8\u304d\u3067\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\r\n<ul>\r\n\t<li>\u4eca\u5ea6\u306f\u30c1\u30a7\u30b9\u7528\u306e\u30c4\u30fc\u30eb <code>get_chess_news<\/code> \u3092\u7528\u3044\u3066\u3001<\/li>\r\n\t<li>\u300c\u4ef6\u6570 2\u300d\u300c\u7b87\u6761\u66f8\u304d\u300d\u3068\u3044\u3063\u305f\u6761\u4ef6\u3092\u8e0f\u307e\u3048\u305f\u30ec\u30b9\u30dd\u30f3\u30b9\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002<\/li>\r\n<\/ul>\r\n<p><!-- notionvc: 33e2ba8b-bb6a-4adc-9d61-cd013a96fcf1 --><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171624.png\" alt=\"\" width=\"1451\" height=\"589\" class=\"aligncenter size-full wp-image-7526\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171624.png 1451w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171624-300x122.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171624-1024x416.png 1024w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171624-768x312.png 768w\" sizes=\"(max-width: 1451px) 100vw, 1451px\" \/><\/p>\r\n<p>&nbsp;<\/p>\n\n<h2>\u78ba\u8a8d\u3067\u304d\u308b\u3053\u3068<\/h2>\n<p>ADK Web UI \u304c\u4fbf\u5229\u306a\u306e\u306f\u3001\u5358\u306a\u308b\u30c1\u30e3\u30c3\u30c8 UI \u306b\u3068\u3069\u307e\u3089\u305a\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5185\u90e8\u6319\u52d5\u3092\u304b\u306a\u308a\u7d30\u304b\u304f\u53ef\u8996\u5316\u3067\u304d\u308b\u70b9 \u306b\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u4e3b\u306b\u78ba\u8a8d\u3067\u304d\u308b\u4ee3\u8868\u7684\u306a\u30dd\u30a4\u30f3\u30c8\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\r\n<b>1. \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306e\u5b9a\u7fa9\u3068\u69cb\u6210\u306e\u53ef\u8996\u5316<\/b>\r\n<ul>\r\n\t<li>\u3069\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u308b\u304b<\/li>\r\n\t<li>\u305d\u308c\u305e\u308c\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u3069\u306e\u30c4\u30fc\u30eb\u3092\u6301\u3063\u3066\u3044\u308b\u304b<\/li>\r\n\t<li>\u3069\u306e\u3088\u3046\u306a\u8aac\u660e\uff08description\uff09\u3084 instruction \u3092\u6301\u3063\u3066\u3044\u308b\u304b<\/li>\r\n<\/ul>\r\n<p>\u3068\u3044\u3063\u305f\u60c5\u5831\u3092\u3001UI \u4e0a\u3067\u4e00\u89a7\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<p>\u4eca\u56de\u306e\u4f8b\u3060\u3068\u3001<\/p>\r\n<ul>\r\n\t<li><code>boardgame_info_agent<\/code>\r\n<ul>\r\n\t<li>\u4f7f\u7528\u30e2\u30c7\u30eb\uff1a<code>openai\/gpt-4o-mini<\/code><\/li>\r\n\t<li>\u30c4\u30fc\u30eb\uff1a<code>get_shogi_news<\/code>, <code>get_othello_news<\/code>, <code>get_chess_news<\/code><\/li>\r\n<\/ul>\r\n<\/li>\r\n<\/ul>\r\n<p>\u3068\u3044\u3063\u305f\u69cb\u6210\u304c\u8996\u899a\u7684\u306b\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<b>2. \u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u30c6\u30b9\u30c8\u3068\u30c7\u30d0\u30c3\u30b0<\/b>\r\n<p>Web UI \u306e\u30c1\u30e3\u30c3\u30c8\u6b04\u304b\u3089\u30d7\u30ed\u30f3\u30d7\u30c8\uff08\u6307\u793a\u6587\uff09\u3092\u8a66\u3057\u6253\u3061\u3067\u304d\u308b\u306e\u3067\u3001<\/p>\r\n<ul>\r\n\t<li>\u8cea\u554f\u6587\u3092\u5c11\u3057\u5909\u3048\u305f\u3068\u304d\u306e\u6319\u52d5<\/li>\r\n\t<li>\u66d6\u6627\u306a\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u3059\u308b\u5fdc\u7b54<\/li>\r\n\t<li>\u7b87\u6761\u66f8\u304d \/ \u8981\u7d04\u306a\u3069\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u6307\u5b9a<\/li>\r\n<\/ul>\r\n<p>\u306a\u3069\u3092 \u305d\u306e\u5834\u3067\u8a66\u3057\u306a\u304c\u3089\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0 \u3067\u304d\u307e\u3059\u3002\u30bf\u30fc\u30df\u30ca\u30eb\u3067\u3082\u540c\u3058\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304c\u3001<\/p>\r\n<p>Web UI \u3060\u3068\u300c\u904e\u53bb\u306e\u3084\u308a\u53d6\u308a\u300d\u300c\u30c8\u30ec\u30fc\u30b9\u60c5\u5831\u300d\u300c\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u300d\u304c\u4e00\u753b\u9762\u3067\u898b\u3048\u308b\u306e\u3067\u3001<\/p>\r\n<p>\u201c\u3069\u3053\u304c\u60aa\u3055\u3092\u3057\u3066\u3044\u308b\u306e\u304b\u201d \u3092\u6398\u308a\u3084\u3059\u3044 \u306e\u304c\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u3002<\/p>\r\n<b>3. \u30c4\u30fc\u30eb\u5229\u7528\u306e\u76e3\u8996\uff08Trace \u30d3\u30e5\u30fc\uff09<\/b>\r\n<p>\u5de6\u5074\u306e\u30e1\u30cb\u30e5\u30fc\u304b\u3089 \u300cTrace\u300d\u2192\u7279\u5b9a\u306e\u30a4\u30d9\u30f3\u30c8\uff08\u4f8b\uff1a<code>call_llm<\/code>\uff09 \u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001<\/p>\r\n<ul>\r\n\t<li>\u3069\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c<\/li>\r\n\t<li>\u3069\u306e\u30c4\u30fc\u30eb\u3092<\/li>\r\n\t<li>\u3069\u306e\u3088\u3046\u306a\u5f15\u6570\u3067\u547c\u3073\u51fa\u3057\u305f\u304b<\/li>\r\n<\/ul>\r\n<p>\u3068\u3044\u3063\u305f\u60c5\u5831\u3092\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u6642\u7cfb\u5217\u306b\u8ffd\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<p>\u305f\u3068\u3048\u3070\u3001\u5c06\u68cb\u30cb\u30e5\u30fc\u30b9\u306e\u8cea\u554f\u3067\u306f\u3001<\/p>\r\n<p><!-- notionvc: 7740593d-1acd-4b58-bf94-762265857f24 --><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171726.png\" alt=\"\" width=\"911\" height=\"511\" class=\"aligncenter size-full wp-image-7527\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171726.png 911w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171726-300x168.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171726-768x431.png 768w\" sizes=\"(max-width: 911px) 100vw, 911px\" \/><\/p>\r\n<p><img decoding=\"async\" src=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171753.png\" alt=\"\" width=\"963\" height=\"188\" class=\"aligncenter size-full wp-image-7528\" srcset=\"https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171753.png 963w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171753-300x59.png 300w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171753-768x150.png 768w, https:\/\/since2020.jp\/media\/wp-content\/uploads\/2025\/12\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2025-12-26-171753-960x188.png 960w\" sizes=\"(max-width: 963px) 100vw, 963px\" \/><\/p>\r\n<ol>\r\n\t<li><code>boardgame_info_agent<\/code> \u304c LLM \u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u6295\u3052\u308b<\/li>\r\n\t<li>LLM \u304c\u300c<code>get_shogi_news(limit=1)<\/code> \u3092\u547c\u3076\u3079\u304d\u300d\u3068\u5224\u65ad\u3057\u3066\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\u3092\u751f\u6210<\/li>\r\n\t<li>\u30c4\u30fc\u30eb\u306e\u5b9f\u884c\u7d50\u679c\uff08RSS \u304b\u3089\u53d6\u5f97\u3057\u305f\u30cb\u30e5\u30fc\u30b9\uff09\u304c LLM \u306b\u623b\u308b<\/li>\r\n\t<li>\u305d\u308c\u3092\u65e5\u672c\u8a9e\u3067\u6574\u5f62\u3057\u3066\u6700\u7d42\u56de\u7b54\u3092\u8fd4\u3059<\/li>\r\n<\/ol>\r\n<p>\u3068\u3044\u3046\u4e00\u9023\u306e\u6d41\u308c\u304c\u3001Trace \u4e0a\u306b\u30a4\u30d9\u30f3\u30c8\u3068\u3057\u3066\u8a18\u9332\u3055\u308c\u307e\u3059\u3002<\/p>\r\n<b>4. Request \/ Response \u306e\u4e2d\u8eab\u306e\u78ba\u8a8d<\/b>\r\n<b>Request \u4f8b<\/b>\r\n<p><!-- notionvc: 75afde59-885b-447a-a0b2-d9fdacfcd3ec --><\/p>\r\n<div class=\"hcb_wrap\">\r\n<pre><code class=\"language-python\">model: \"openai\/gpt-4o-mini\"\r\nconfig:\r\n  system_instruction: \"\u3042\u306a\u305f\u306f\u65e5\u672c\u8a9e\u306e\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3067\u3059\u3002\u5e38\u306b\u65e5\u672c\u8a9e\u3067\u3001\u7c21\u6f54\u304b\u3064\u6b63\u78ba\u306b\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30e6\u30fc\u30b6\u30fc\u306e\u6307\u793a\u306b\u5fdc\u3058\u3066\u3001\u5fc5\u8981\u306a\u3089\u4e0b\u8a18\u30c4\u30fc\u30eb\u3092\u547c\u3073\u51fa\u3057\u3066\u7d50\u679c\u3092\u8981\u7d04\u3057\u3066\u63d0\u793a\u3057\u307e\u3059\u3002- get_shogi_news(limit: int=1) - get_othello_news(limit: int=3) - get_chess_news(limit: int=3) \u30c4\u30fc\u30eb\u304b\u3089\u8fd4\u308b report \u3092\u6574\u3048\u3066\u3001\u7b87\u6761\u66f8\u304d\u3067\u63d0\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002 You are an agent. Your internal name is \"boardgame_info_agent\". The description about you is \"\u5c06\u68cb\u30fb\u30aa\u30bb\u30ed\u30fb\u30c1\u30a7\u30b9\u306e\u6700\u65b0\u60c5\u5831\u3092\u53d6\u5f97\u3057\u3066\u8981\u7d04\u3059\u308b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\".\"\r\ntools:\r\n  - name: \"get_shogi_news\"\r\n    description: \"\u65e5\u672c\u5c06\u68cb\u9023\u76df\u306eRSS\/Atom\u304b\u3089\u6700\u65b0\u30cb\u30e5\u30fc\u30b9\u3092\u53d6\u5f97...\"\r\n  - name: \"get_othello_news\"\r\n    description: \"PR TIMES \u306e\u30b5\u30a4\u30c8\u30de\u30c3\u30d7\u304b\u3089\u6700\u65b0\u306e\u8a18\u4e8bURL\u3092\u53d6\u5f97...\"\r\n  - name: \"get_chess_news\"\r\n    description: \"\u30c1\u30a7\u30b9\u63b2\u793a\u677f\u306eRSS\u304b\u3089\u6700\u65b0\u30c8\u30d4\u30c3\u30af\u3092\u53d6\u5f97...\"\r\ncontents:\r\n  - role: \"user\"\r\n    parts:\r\n      - text: \"\u5c06\u68cb\u306b\u95a2\u3059\u308b\u30cb\u30e5\u30fc\u30b9\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\"<\/code><\/pre>\r\n<\/div>\r\n<p>Response \u4f8b\uff08\u30c4\u30fc\u30eb\u547c\u3073\u51fa\u3057\uff09<\/p>\r\n<div class=\"hcb_wrap\">\r\n<pre class=\"prism line-numbers lang-plain\" data-lang=\"Plain Text\"><code>content:\r\nparts:\r\n- function_call:\r\nid: \"call_mVByHvjk7SXo98TgfYv6y2bQ\"\r\nname: \"get_shogi_news\"\r\nargs:\r\nlimit: 1\r\nrole: \"model\"\r\nusage_metadata:\r\nprompt_token_count: 363\r\ncandidates_token_count: 16\r\ntotal_token_count: 379<\/code><\/pre>\r\n<\/div>\r\n<p>\u3053\u3053\u307e\u3067\u898b\u3048\u308b\u3068\u3001<\/p>\r\n<ul>\r\n\t<li>\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u304c\u3061\u3083\u3093\u3068\u6e21\u3063\u3066\u3044\u308b\u304b<\/li>\r\n\t<li>\u30c4\u30fc\u30eb\u306e\u5ba3\u8a00\u304c\u610f\u56f3\u3057\u305f\u901a\u308a\u306b\u306a\u3063\u3066\u3044\u308b\u304b<\/li>\r\n\t<li>LLM \u304c\u3069\u306e\u30c4\u30fc\u30eb\u3092\u3069\u306e\u5f15\u6570\u3067\u547c\u307c\u3046\u3068\u3057\u3066\u3044\u308b\u304b<\/li>\r\n<\/ul>\r\n<p>\u3068\u3044\u3063\u305f\u70b9\u3092\u7d30\u304b\u304f\u8abf\u67fb\u3067\u304d\u307e\u3059\u3002<\/p>\r\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u8abf\u6574\u3084\u30c4\u30fc\u30eb\u8a2d\u8a08\u306e\u30c7\u30d0\u30c3\u30b0\u306b\u306f\u304b\u306a\u308a\u6709\u7528 \u3067\u3059\u3002<\/p>\r\n<p><!-- notionvc: e1e5d140-d0c6-41db-a2e2-0513d6ab787c --><\/p>\n\n<h2>\u7d42\u308f\u308a\u306b<\/h2>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001<\/p>\r\n<ul>\r\n\t<li>ADK Web UI \u304c\u3069\u3046\u3044\u3046\u4f4d\u7f6e\u4ed8\u3051\u306e\u30c4\u30fc\u30eb\u306a\u306e\u304b<\/li>\r\n\t<li>\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067 <code>adk web<\/code> \u3092\u8d77\u52d5\u3057\u3066\u3001\u65e2\u5b58\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5bfe\u8a71\u3059\u308b\u65b9\u6cd5<\/li>\r\n\t<li>Web UI \u4e0a\u3067\u4f55\u304c\u78ba\u8a8d\u3067\u304d\u308b\u306e\u304b\uff08Trace \/ Request \/ Response \u306a\u3069\uff09<\/li>\r\n<\/ul>\r\n<p>\u3092\u3056\u3063\u304f\u308a\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\r\n<p>\u30bf\u30fc\u30df\u30ca\u30eb\u3060\u3051\u3067\u958b\u767a\u3057\u3066\u3044\u308b\u3068\u3001<\/p>\r\n<ul>\r\n\t<li>\u300c\u3068\u308a\u3042\u3048\u305a\u52d5\u3044\u3066\u306f\u3044\u308b\u3051\u3069\u3001\u4e2d\u3067\u4f55\u304c\u8d77\u304d\u3066\u3044\u308b\u304b\u5206\u304b\u3089\u306a\u3044\u300d<\/li>\r\n\t<li>\u300c\u30c4\u30fc\u30eb\u306e\u547c\u3073\u51fa\u3057\u65b9\u304c\u304a\u304b\u3057\u3044\u6c17\u304c\u3059\u308b\u304c\u3001\u30ed\u30b0\u306e\u8ffd\u3044\u65b9\u304c\u9762\u5012\u300d<\/li>\r\n<\/ul>\r\n<p>\u3068\u3044\u3063\u305f\u884c\u304d\u8a70\u307e\u308a\u304c\u8d77\u304d\u304c\u3061\u3067\u3059\u304c\u3001<\/p>\r\n<p>ADK Web UI \u3092\u4f7f\u3046\u3068\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u958b\u767a\u306e\u8a66\u884c\u932f\u8aa4\u30b5\u30a4\u30af\u30eb\u3092\u304b\u306a\u308a\u9ad8\u901f\u5316 \u3067\u304d\u307e\u3059\u3002<\/p>\r\n<p><!-- notionvc: 30ebd7db-b4c0-4946-bddf-f5dfdd44a8f5 --><\/p>","protected":false},"excerpt":{"rendered":"<p>Google ADK Web UI \u3092\u30ed\u30fc\u30ab\u30eb\u74b0\u5883\u3067\u8d77\u52d5\u3057\u3001\u65e2\u5b58\u306e\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u5bfe\u8a71\u3057\u306a\u304c\u3089\u30c7\u30d0\u30c3\u30b0\u30fb\u8a55\u4fa1\u3059\u308b\u65b9\u6cd5\u3092\u89e3\u8aac\u3002UI \u3067\u78ba\u8a8d\u3067\u304d\u308b\u60c5\u5831\u3084\u30c8\u30ec\u30fc\u30b9\u306e\u898b\u65b9\u3082\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u306f\u3058\u3081\u306b \u524d\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001Google AD 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