{"id":9470,"date":"2025-10-14T14:57:26","date_gmt":"2025-10-14T14:57:26","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=9470"},"modified":"2025-10-14T14:57:26","modified_gmt":"2025-10-14T14:57:26","slug":"snowflake-cortex-agents-%e3%81%ab%e3%82%88%e3%82%8b%e3%81%8a%e5%95%8f%e3%81%84%e5%90%88%e3%82%8f%e3%81%9b%e8%aa%bf%e6%9f%bb-ai-agent-%e3%81%ae%e6%a7%8b%e7%af%89","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/9470\/","title":{"rendered":"Snowflake Cortex Agents \u306b\u3088\u308b\u304a\u554f\u3044\u5408\u308f\u305b\u8abf\u67fb AI Agent \u306e\u69cb\u7bc9"},"content":{"rendered":"\n<\/p>\n<div>\n<p><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/shwatanap\/20251014\/20251014192604.png\" width=\"1200\" height=\"630\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><\/p>\n<p>\u3053\u3093\u306b\u3061\u306f\uff01\u30d0\u30af\u30e9\u30af\u50b5\u52d9\u7ba1\u7406\u306e\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30a8\u30f3\u30b8\u30cb\u30a2\u306e <a target=\"_blank\" href=\"https:\/\/x.com\/shoyan42\">@shoyan42<\/a> \u3067\u3059\u30022025\u5e744\u6708\u306b\u65b0\u5352\u3068\u3057\u3066\u5165\u793e\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u306f <a target=\"_blank\" href=\"https:\/\/layerx.notion.site\/6975c0901ea54ca9b609fafc3e8a35c3?v=268cdd370bae80cc8dfb000c55400a25\">LayerX AI Agent \u30d6\u30ed\u30b0\u30ea\u30ec\u30fc<\/a> \u306e 24 \u65e5\u76ee \u306e\u8a18\u4e8b\u3067\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3001Snowflake \u306e AI Agent \u3092\u4f5c\u6210\u3067\u304d\u308b <a target=\"_blank\" href=\"https:\/\/docs.snowflake.com\/en\/user-guide\/snowflake-cortex\/cortex-agents\">Snowflake Cortex Agents<\/a>\uff08\u4ee5\u5f8c\u3001Cortex Agents\uff09\u3068\u3044\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u7528\u3044\u3066\u3001\u81ea\u793e\u30b5\u30fc\u30d3\u30b9\u306b\u5bfe\u3057\u3066\u306e\u304a\u5ba2\u69d8\u304b\u3089\u306e\u304a\u554f\u3044\u5408\u308f\u305b\u306e\u4e00\u6b21\u8abf\u67fb\u3092\u884c\u3046 AI Agent \u306e\u69cb\u7bc9\u3092\u8a66\u3057\u3066\u307f\u305f\u969b\u306e\u77e5\u898b\u306e\u5171\u6709\u3092\u884c\u3044\u307e\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001Cortex Agents \u306e\u5177\u4f53\u7684\u306a\u69cb\u7bc9\u624b\u9806\u306f\u7d39\u4ecb\u3057\u307e\u305b\u3093\u3002\u516c\u5f0f\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<h2 id=\"1-\u8ab2\u984c\">1. \u8ab2\u984c<\/h2>\n<p>\u79c1\u304c\u6240\u5c5e\u3057\u3066\u3044\u308b\u50b5\u52d9\u7ba1\u7406\u958b\u767a\u30c1\u30fc\u30e0\u3067\u306f\u3001\u30d0\u30af\u30e9\u30af\u30b7\u30ea\u30fc\u30ba\u306e\u4e2d\u3067\u6700\u521d\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\u3001\u4ed6\u30d7\u30ed\u30c0\u30af\u30c8\u3068\u6bd4\u3079\u3066\u304a\u5ba2\u69d8\u304b\u3089\u3078\u306e\u304a\u554f\u3044\u5408\u308f\u305b\u304c\u591a\u3044\u3067\u3059\u3002<br \/>\n\u305d\u306e\u305f\u3081\u3001\u304a\u554f\u3044\u5408\u308f\u305b\u56de\u7b54\u306e\u305f\u3081\u306e\u8abf\u67fb\u306b\u5de5\u6570\u304c\u304b\u304b\u308a\u3001\u672c\u6765\u884c\u3044\u305f\u3044\u304a\u5ba2\u69d8\u306b WOW \u3092\u5c4a\u3051\u3089\u308c\u308b\u3088\u3046\u306a\u6a5f\u80fd\u958b\u767a\u306b\u96c6\u4e2d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3066\u3044\u306a\u3044\u3068\u3044\u3046\u8ab2\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002<br \/>\n\u305d\u3053\u3067\u3001\u304a\u554f\u3044\u5408\u308f\u305b\u56de\u7b54\u306e\u305f\u3081\u306e\u8abf\u67fb\u3084\u4ed5\u69d8\u56de\u7b54\u3092\u624b\u52a9\u3051\u3059\u308b\u3088\u3046\u306a AI Agent \u3092\u69cb\u7bc9\u3057\u3001\u5de5\u6570\u524a\u6e1b\u3092\u3057\u3088\u3046\u3068\u8003\u3048\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"2-Snowflake-Cortex-AI-\u306b\u3064\u3044\u3066\">2. Snowflake Cortex AI \u306b\u3064\u3044\u3066<\/h2>\n<p>Snowflake Cortex AI \u306f\u3001Snowflake \u304c\u63d0\u4f9b\u3059\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306a AI \u30b5\u30fc\u30d3\u30b9\u7fa4\u3067\u3059\u3002<br \/>\n\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u7ba1\u7406\u30b3\u30b9\u30c8\u304c\u304b\u304b\u3089\u305a\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u9762\u3067\u3082\u5b89\u5168\u306b\u30c7\u30fc\u30bf\u304c\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b Snowflake \u3067\u76f4\u63a5 AI \u3092\u6d3b\u7528\u3057\u305f\u5206\u6790\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u3092\u8fc5\u901f\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fwww.snowflake.com%2Fen%2Flegal%2Fcompliance%2Fsnowflake-ai-trust-and-safety%2F\" title=\"Snowflake AI Trust and Safety\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/www.snowflake.com\/en\/legal\/compliance\/snowflake-ai-trust-and-safety\/\">www.snowflake.com<\/a><\/cite><\/p>\n<p>\u5f0a\u793e\u3067\u306f\u30011 \u65e5\u3054\u3068\u306b\u672c\u756a\u74b0\u5883\u306e DB \u306e snapshot \u3092\u4f5c\u6210\u3057\u3066\u3044\u305f\u308a\u3001Datadog \u306e\u30a2\u30fc\u30ab\u30a4\u30d6\u3055\u308c\u305f\u30ed\u30b0\u3092 Snowflake \u4e0a\u306b\u4fdd\u5b58\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u305d\u306e\u305f\u3081\u3001Snowflake \u3092\u7528\u3044\u305f\u304a\u554f\u5408\u305b\u8abf\u67fb\u3092\u884c\u3046\u3053\u3068\u304c\u591a\u304f\u3001Snowflake \u4e0a\u3067\u69cb\u7bc9\u304c\u5b8c\u7d50\u3059\u308b Snowflake Cortex AI \u304c \u304a\u554f\u5408\u305b\u8abf\u67fb AI Agent \u3092\u69cb\u7bc9\u3059\u308b\u6280\u8853\u3068\u3057\u3066\u9069\u3057\u3066\u3044\u308b\u3068\u8003\u3048\u307e\u3057\u305f\u3002<\/p>\n<p>\u672c\u7ae0\u3067\u306f\u3001\u304a\u554f\u3044\u5408\u308f\u305b\u8abf\u67fb AI Agent \u306e\u4e2d\u6838\u3092\u62c5\u3046 3 \u3064\u306e\u4e3b\u8981\u306a\u30b5\u30fc\u30d3\u30b9\u3001Cortex Agents\u3001Cortex Analyst\u3001Cortex Search \u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"21-Cortex-Analyst-\u306b\u3064\u3044\u3066\">2.1 Cortex Analyst \u306b\u3064\u3044\u3066<\/h3>\n<p><a target=\"_blank\" href=\"https:\/\/docs.snowflake.com\/en\/user-guide\/snowflake-cortex\/cortex-analyst\">Snowflake Cortex Analyst<\/a>\uff08\u4ee5\u5f8c\u3001Cortex Analyst\uff09\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b\u304b\u3089\u76ee\u7684\u306e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306e SQL \u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<br \/>\n\u305d\u306e\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f SQL \u306e\u77e5\u8b58\u304c\u306a\u304f\u3068\u3082\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>Cortex Analyst \u3067\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u3084\u30ab\u30e9\u30e0\u306e\u5b9a\u7fa9\u3001\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u610f\u5473 \u3092\u3042\u3089\u304b\u3058\u3081 <a target=\"_blank\" href=\"https:\/\/docs.snowflake.com\/en\/user-guide\/snowflake-cortex\/cortex-analyst\/semantic-model-spec\">Semantic Model<\/a> \u3068\u3057\u3066 yaml \u5f62\u5f0f\u3067\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u30c6\u30fc\u30d6\u30eb\u540c\u58eb\u306e <code>relation<\/code> \u3082 <code>relationships<\/code> \u3057\u3066\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u79c1\u306e\u4f53\u611f\u5024\u3060\u3068\u3001 <code>relationships<\/code> \u3092\u9069\u5207\u306b\u8a2d\u5b9a\u3057\u3066\u304a\u304b\u306a\u3044\u3068\u3001Cortex Analyst \u306f\u30c6\u30fc\u30d6\u30eb\u540c\u58eb\u306e\u7d50\u5408\u3092\u884c\u306a\u3063\u3066\u304f\u308c\u307e\u305b\u3093\u3002<\/p>\n<p>yaml \u30d5\u30a1\u30a4\u30eb\u306f\u30d3\u30b8\u30cd\u30b9\u30c9\u30e1\u30a4\u30f3\u3084\u30c8\u30d4\u30c3\u30af\u306b\u5fdc\u3058\u3066\u5206\u5272\u3057\u3001\u4f7f\u7528\u3059\u308b\u30ab\u30e9\u30e0\u3082\u306a\u308b\u3079\u304f\u5897\u3084\u3057\u3059\u304e\u306a\u3044\u307b\u3046\u304c\u826f\u3044\u3068\u306e\u3053\u3068\u3067\u3067\u3044\u305f\u3002<br \/>\n\u6700\u521d\u306f\u30b7\u30f3\u30d7\u30eb\u306b\u69cb\u7bc9\u3057\u3066\u3001\u5f90\u3005\u306b\u30c6\u30fc\u30d6\u30eb\u3084\u30ab\u30e9\u30e0\u3092\u8ffd\u52a0\u3057\u3066\u3044\u304f\u306e\u304c\u826f\u3055\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306f Cortex Analyst \u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306e Semantic Model \u306e\u4f8b\u3067\u3059\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fgithub.com%2FSnowflake-Labs%2Fsfguide-getting-started-with-cortex-analyst%2Fblob%2Fmain%2Frevenue_timeseries.yaml\" title=\"sfguide-getting-started-with-cortex-analyst\/revenue_timeseries.yaml at main \u00b7 Snowflake-Labs\/sfguide-getting-started-with-cortex-analyst\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/github.com\/Snowflake-Labs\/sfguide-getting-started-with-cortex-analyst\/blob\/main\/revenue_timeseries.yaml\">github.com<\/a><\/cite><\/p>\n<p>\u5177\u4f53\u7684\u306a\u69cb\u7bc9\u65b9\u6cd5\u306f\u3001\u4ee5\u4e0b\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fdocs.snowflake.com%2Fuser-guide%2Fsnowflake-cortex%2Fcortex-analyst%2Ftutorials%2Ftutorial-1\" title=\"Tutorial: Answer questions about time-series revenue data with Cortex Analyst | Snowflake Documentation\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/docs.snowflake.com\/user-guide\/snowflake-cortex\/cortex-analyst\/tutorials\/tutorial-1\">docs.snowflake.com<\/a><\/cite><\/p>\n<h3 id=\"22-Cortex-Search-\u306b\u3064\u3044\u3066\">2.2 Cortex Search \u306b\u3064\u3044\u3066<\/h3>\n<p><a target=\"_blank\" href=\"https:\/\/docs.snowflake.com\/en\/user-guide\/snowflake-cortex\/cortex-search\/cortex-search-overview\">Snowflake Cortex Search<\/a>\uff08\u4ee5\u5f8c\u3001Cortex Search\uff09\u306f\u3001PDF\u3001\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb \u3068\u3044\u3063\u305f\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u4e2d\u304b\u3089\u3001\u5fc5\u8981\u306a\u60c5\u5831\u3092\u77ac\u6642\u306b\u63a2\u3057\u51fa\u3059\u3053\u3068\u306b\u7279\u5316\u3057\u305f\u3001\u691c\u7d22\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<br \/>\nCortex Search \u3067\u306f\u3001\u6587\u7ae0\u3084\u5358\u8a9e\u304c\u3082\u3064 \u610f\u5473\u306e\u8fd1\u3055 \u3092\u30d9\u30af\u30c8\u30eb\u3068\u3057\u3066\u8868\u3059\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3068\u3001\u5f93\u6765\u306e\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u691c\u7d22\u7d50\u679c\u3092\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u969b\u306b\u30d0\u30af\u30e9\u30af\u50b5\u52d9\u7ba1\u7406\u306e\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u306e Markdown \u304c\u5165\u3063\u3066\u3044\u308b DB \u3067\u3001freee API \u9023\u643a \u3068\u691c\u7d22\u3059\u308b\u3068\u3001freee \u4f1a\u8a08\u306e API \u9023\u643a\u306b\u95a2\u3059\u308b\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u304c\u63a8\u85a6\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"Cortex Search\u306e\u5b9f\u884c\u4f8b\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/shwatanap\/20251014\/20251014005954.png\" width=\"1200\" height=\"690\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>Cortex Search\u306e\u5b9f\u884c\u4f8b<\/figcaption><\/figure>\n<\/p>\n<p>\u5177\u4f53\u7684\u306a\u69cb\u7bc9\u65b9\u6cd5\u306f\u3001\u4ee5\u4e0b\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fdocs.snowflake.com%2Fen%2Fuser-guide%2Fsnowflake-cortex%2Fcortex-search%2Foverview-tutorials\" title=\"Cortex Search tutorials | Snowflake Documentation\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/docs.snowflake.com\/en\/user-guide\/snowflake-cortex\/cortex-search\/overview-tutorials\">docs.snowflake.com<\/a><\/cite><\/p>\n<h3 id=\"23-Cortex-Agents-\u306b\u3064\u3044\u3066\">2.3 Cortex Agents \u306b\u3064\u3044\u3066<\/h3>\n<p>Cortex Agents \u306f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306b\u5f37\u3044 Cortex Analyst \u3068\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306b\u5f37\u3044 Cortex Search \u306e\u4e21\u65b9\u3092\u30c6\u30fc\u30bf\u5206\u6790\u306e\u30c4\u30fc\u30eb\u3068\u3057\u3066\u64cd\u4f5c\u3057\u3001\u81ea\u5f8b\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u884c\u3044\u307e\u3059\u3002<br \/>\n\u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u81ea\u7136\u8a00\u8a9e\u306b\u3088\u308b\u8907\u96d1\u306a\u8cea\u554f\u3084\u30bf\u30b9\u30af\u3092\u53d7\u3051\u53d6\u308b\u3068\u3001\u305d\u306e\u610f\u56f3\u3092\u7406\u89e3\u3057\u3001\u9054\u6210\u307e\u3067\u306e\u6700\u9069\u306a\u8a08\u753b\u3092\u7acb\u3066\u307e\u3059\u3002<\/p>\n<p>\u305d\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u8a08\u753b : \u30e6\u30fc\u30b6\u30fc\u304b\u3089\u306e\u8cea\u554f\u3092\u89e3\u91c8\u3057\u3001\u5177\u4f53\u7684\u306a\u30b5\u30d6\u30bf\u30b9\u30af\u306b\u5206\u5272\u3059\u308b\u3002\u305d\u3057\u3066\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u3069\u306e\u30c4\u30fc\u30eb\u3092\u3092\u4f7f\u7528\u3059\u308b\u304b\u3092\u8a08\u753b\u3059\u308b\u3002<\/li>\n<li>\u30c4\u30fc\u30eb\u306e\u4f7f\u7528: \u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306b\u5f37\u3044 Cortex Analyst \u3068\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306b\u5f37\u3044 Cortex Search \u7b49\u3092\u5b9f\u884c\u3092\u3057\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u5f97\u3092\u884c\u3046\u3002<\/li>\n<li>\u632f\u308a\u8fd4\u308a: 2 \u3067\u5f97\u3089\u308c\u305f\u30c7\u30fc\u30bf\u3092\u8a55\u4fa1\u3057\u3001\u6b21\u306e\u30b9\u30c6\u30c3\u30d7 (\u30e6\u30fc\u30b6\u30fc\u306b\u8aac\u660e\u3092\u8ffd\u52a0\u60c5\u5831\u3092\u6c42\u3081\u308b\u3001\u30b9\u30c6\u30c3\u30d7 1 \u306b\u623b\u308b\u3001\u6700\u7d42\u7684\u306a\u56de\u7b54\u3092\u751f\u6210\u3059\u308b) \u3092\u6c7a\u5b9a\u3059\u308b\u3002<\/li>\n<\/ol>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001Cortex Agents \u306f\u5358\u4e00\u306e\u30c4\u30fc\u30eb\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u306e\u30c4\u30fc\u30eb\u3092\u64cd\u4f5c\u3059\u308b\u3053\u3068\u3067\u3001\u4eba\u9593\u306e\u3088\u3046\u306b\u591a\u89d2\u7684\u3067\u8907\u96d1\u306a\u8abf\u67fb\u3092\u81ea\u5f8b\u7684\u306b\u5b9f\u884c\u3067\u304d\u308b\u5f37\u529b\u306a AI \u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306f\u3001Cortex Agents \u3092\u7528\u3044\u3066\u3001end-to-end \u306a Agentic Application \u3092\u69cb\u7bc9\u3059\u308b\u969b\u306e Framework \u3092\u8868\u3057\u305f\u56f3\u3067\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"snowflake\u306b\u3088\u308b end-to-end \u306aAgentic Application (https:\/\/www.snowflake.com\/en\/blog\/ai-data-agents-snowflake-cortex\/ \u3088\u308a\u5f15\u7528)\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/shwatanap\/20251014\/20251014004450.webp\" width=\"960\" height=\"498\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>snowflake\u306b\u3088\u308b end-to-end \u306aAgentic Application (<a target=\"_blank\" href=\"https:\/\/www.snowflake.com\/en\/blog\/ai-data-agents-snowflake-cortex\/\">https:\/\/www.snowflake.com\/en\/blog\/ai-data-agents-snowflake-cortex\/<\/a> \u3088\u308a\u5f15\u7528)<\/figcaption><\/figure>\n<\/p>\n<p>\u5177\u4f53\u7684\u306a\u69cb\u7bc9\u65b9\u6cd5\u306f\u3001\u4ee5\u4e0b\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fquickstarts.snowflake.com%2Fguide%2Fgetting_started_with_cortex_agents%2Findex.html%3Findex%3D..%2F..index%230\" title=\"Getting Started with Cortex Agents\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/quickstarts.snowflake.com\/guide\/getting_started_with_cortex_agents\/index.html?index=..\/..index#0\">quickstarts.snowflake.com<\/a><\/cite><\/p>\n<h2 id=\"3-\u5b9f\u9a13\">3. \u5b9f\u9a13<\/h2>\n<p>\u4eca\u56de\u306e\u76ee\u7684\u3068\u3057\u3066\u306f\u3001\u304a\u5ba2\u69d8\u304b\u3089\u306e\u304a\u554f\u3044\u5408\u308f\u305b\u306e\u60c5\u5831\u304b\u3089\u3001\u6839\u672c\u539f\u56e0\u3068\u89e3\u6c7a\u65b9\u6cd5\u3001\u3082\u3057\u304f\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u5f15\u304d\u7d99\u3044\u3067\u8abf\u67fb\u3059\u308b\u305f\u3081\u306e\u4e00\u6b21\u8abf\u67fb\u7d50\u679c\u3092\u51fa\u3059\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u3057\u3066 \u672c\u756a\u30c7\u30fc\u30bf\u306e snapshot \u3068 Datadog \u306e\u30a2\u30fc\u30ab\u30a4\u30d6\u3055\u308c\u305f\u30ed\u30b0 \u3092\u6271\u3044\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u3057\u3066 \u30d0\u30af\u30e9\u30af\u306e\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u3092 markdown \u306b\u3057\u3066 Snowflake \u306e DB \u306b\u633f\u5165\u3057\u305f\u3082\u306e\u3092\u7528\u610f\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>AI Agent \u3078\u306e\u5165\u529b\u3068\u4f5c\u6210\u3055\u308c\u305f SQL\u3001AI Agent \u306e\u56de\u7b54\u3092\u63b2\u8f09\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u4e00\u90e8\u7de8\u96c6\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"31-\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u307f\u3067\u56de\u7b54\u51fa\u6765\u308b\u304a\u554f\u5408\u305b\">3.1 \u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u307f\u3067\u56de\u7b54\u51fa\u6765\u308b\u304a\u554f\u5408\u305b<\/h3>\n<p>\u30d0\u30af\u30e9\u30af\u3067\u4f5c\u6210\u3057\u305f\u4ed5\u8a33\u3092\u4f1a\u8a08\u30bd\u30d5\u30c8\u306b API \u3067\u9023\u643a\u3059\u308b\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u304c\u3001<\/p>\n<p>\u304a\u5ba2\u69d8\u306b\u3088\u308b\u3068\u3001No.XX \u306e\u8acb\u6c42\u66f8\u306e API \u4ed5\u8a33\u9023\u643a\u306b\u5931\u6557\u3059\u308b\u3068\u306e\u3053\u3068\u3067\u3057\u305f\u3002<br \/>\n\u3053\u306e\u304a\u554f\u3044\u5408\u308f\u305b\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4ee5\u4e0b\u306e 2 \u30b9\u30c6\u30c3\u30d7\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<ol>\n<li>\u8acb\u6c42\u66f8\u60c5\u5831\u304c\u5165\u3063\u305f\u30c6\u30fc\u30d6\u30eb\u3067\u3001\u30c6\u30ca\u30f3\u30c8 ID \u3068\u8acb\u6c42\u66f8\u306e\u9023\u756a\u3067\u691c\u7d22\u3092\u304b\u3051\u3066\u3001\u5168\u30c6\u30ca\u30f3\u30c8\u3067\u30e6\u30cb\u30fc\u30af\u306a\u8acb\u6c42\u66f8 ID \u3092\u53d6\u5f97\u3059\u308b\u3002<\/li>\n<li>\u4ed5\u8a33\u9023\u643a\u306e\u5b9f\u884c\u5c65\u6b74\u304c\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30c6\u30fc\u30d6\u30eb\u306e \u9023\u643a\u5bfe\u8c61\u306e\u8acb\u6c42\u66f8 ID \u304c\u914d\u5217\u3067\u4fdd\u5b58\u3059\u308b\u30ab\u30e9\u30e0 \u306b 1 \u3067\u53d6\u5f97\u3057\u305f\u8acb\u6c42\u66f8 ID \u3092\u30ad\u30fc\u3068\u3057\u3066\u691c\u7d22\u3057\u3066\u3001\u5c65\u6b74\u3092\u53d6\u5f97\u3059\u308b\u3002<\/li>\n<\/ol>\n<p>\u8acb\u6c42\u66f8\u60c5\u5831\u30c6\u30fc\u30d6\u30eb\u306e ID \u3068\u5b9f\u884c\u5c65\u6b74\u30c6\u30fc\u30d6\u30eb\u306e\u9023\u643a\u5bfe\u8c61\u306e\u8acb\u6c42\u66f8 ID \u3068\u3067\u306f\u3001<code>relationships<\/code> \u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u304b\u3063\u305f\u305f\u3081\u3001\u5225\u306e Semantic Model \u3068\u3057\u3066\u5b9a\u7fa9\u3055\u308c\u3066\u304a\u308a\u30012 \u3064\u306e Cortex Analyst \u306e\u30c4\u30fc\u30eb\u3092\u547c\u3076\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5b9f\u969b\u306b\u30c6\u30ca\u30f3\u30c8 ID \u3068\u5b9f\u884c\u6642\u9593\u3001\u304a\u554f\u5408\u305b\u5185\u5bb9\u3092\u3082\u3068\u306b AI Agent \u306b\u8abf\u67fb\u3092\u4f9d\u983c\u3059\u308b\u3068\u3001\u671f\u5f85\u901a\u308a\u306b 2 \u3064\u306e Cortex Analyst \u306e\u30c4\u30fc\u30eb\u3092\u547c\u3073\u51fa\u3057\u3066\u56de\u7b54\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<br \/>\n\u56de\u7b54\u306b\u306f 2 \u5206\u304b\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n<details>\n<summary> \u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b (\u6298\u308a\u305f\u305f\u307e\u308c\u3066\u3044\u307e\u3059) <\/summary>\n<\/details>\n<p>tenant_id: XXX<\/p>\n<p>\u8d77\u7968\u6642\u9593: 20XX \u5e74 Y \u6708 ZZ \u65e5 XX:YY<\/p>\n<p>\u304a\u554f\u5408\u305b\u5185\u5bb9: \u3007\u3007\u4f1a\u8a08\u30bd\u30d5\u30c8\u3068\u8cbb\u7528\u8a08\u4e0a\u4ed5\u8a33\u3092\u9023\u643a\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u30a8\u30e9\u30fc\u304c\u51fa\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u304a\u554f\u3044\u5408\u308f\u305b\u306e\u539f\u56e0\u3068\u5bfe\u51e6\u6cd5\u3092\u8abf\u67fb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<details>\n<summary> \u4f5c\u6210\u3055\u308c\u305fSQL (\u6298\u308a\u305f\u305f\u307e\u308c\u3066\u3044\u307e\u3059) <\/summary>\n<\/details>\n<h4 id=\"tenant_id-\u3068-\u8acb\u6c42\u66f8\u756a\u53f7\u304b\u3089-\u8acb\u6c42\u66f8-ID-\u3092\u53d6\u5f97\u3059\u308b\u30af\u30a8\u30ea\">tenant_id \u3068 \u8acb\u6c42\u66f8\u756a\u53f7\u304b\u3089 \u8acb\u6c42\u66f8 ID \u3092\u53d6\u5f97\u3059\u308b\u30af\u30a8\u30ea<\/h4>\n<pre class=\"code lang-go\" data-lang=\"go\" data-unlink=\"\">WITH __incoming_invoices AS (\n  SELECT\n    id,\n    tenant_id,\n    archived_at,\n    created_at,\n    deleted_at,\n    updated_at,\n    tenant_incoming_invoice_num,\n    ...\n  FROM incoming_invoices\n)\nSELECT\n  id,\n  tenant_id,\n  archived_at,\n  created_at,\n  deleted_at,\n  updated_at,\n  tenant_incoming_invoice_num,\n  ...\n  MIN(created_at) OVER () AS start_date,\n  MAX(created_at) OVER () AS end_date\nFROM __incoming_invoices\nWHERE\n  tenant_id = XXX\n  AND tenant_incoming_invoice_num = YYY\nORDER BY\n  created_at DESC NULLS LAST\n -- Generated by Cortex Analyst\n;\n<\/pre>\n<h4 id=\"tenant_id-\u3068-\u8acb\u6c42\u66f8-ID-\u304b\u3089\u8a72\u5f53\u306e\u5b9f\u884c\u5c65\u6b74\u3092\u53d6\u5f97\u3059\u308b\u30af\u30a8\u30ea\">tenant_id \u3068 \u8acb\u6c42\u66f8 ID \u304b\u3089\u8a72\u5f53\u306e\u5b9f\u884c\u5c65\u6b74\u3092\u53d6\u5f97\u3059\u308b\u30af\u30a8\u30ea<\/h4>\n<pre class=\"code lang-go\" data-lang=\"go\" data-unlink=\"\">WITH __XXX_api_jobs AS (\n  SELECT\n    ...,\n    error_log,\n    incoming_invoice_ids,\n    ...,\n    failed_at,\n    modified_at\n  FROM XXX_api_jobs\n)\nSELECT\n  ...,\n  error_log,\n  incoming_invoice_ids,\n  ...,\n  failed_at,\n  modified_at\n  MIN(modified_at) OVER () AS min_modified_at,\n  MAX(modified_at) OVER () AS max_modified_at,\n  COUNT(DISTINCT tenant_id) OVER () AS distinct_tenant_count,\n  COUNT(DISTINCT <span class=\"synStatement\">type<\/span>) OVER () AS distinct_type_count,\n  MIN(failed_at) OVER () AS min_failed_at,\n  MAX(failed_at) OVER () AS max_failed_at,\n  COUNT(*) OVER () AS total_records\nFROM __XXX_api_jobs\nWHERE\n  tenant_id = XXX\n  AND <span class=\"synStatement\">type<\/span> = YYY\n  AND modified_at &gt;= <span class=\"synConstant\">'20XX-YY-ZZ 00:00:00'<\/span>\n  AND modified_at '20XX-YY-ZZ 23:59:59'\nORDER BY\n  modified_at DESC NULLS LAST\n -- Generated by Cortex Analyst\n;\n<\/pre>\n<details>\n<summary> AI Agent\u306e\u56de\u7b54 (\u6298\u308a\u305f\u305f\u307e\u308c\u3066\u3044\u307e\u3059) <\/summary>\n<p>\u30a8\u30e9\u30fc\u306e\u8a73\u7d30<\/details>\n<\/p>\n<p>\u30c6\u30ca\u30f3\u30c8 ID XXX \u306e 20XX \u5e74 Y \u6708 ZZ \u65e5\u306e API \u9023\u643a\u30ed\u30b0\u3092\u78ba\u8a8d\u3057\u305f\u3068\u3053\u308d\u3001\u4ee5\u4e0b\u306e\u30a8\u30e9\u30fc\u304c\u8907\u6570\u56de\u767a\u751f\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u5224\u660e\u3057\u307e\u3057\u305f\uff1a<\/p>\n<p>\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8: \u300c\u4f1a\u8a08\u30bd\u30d5\u30c8\u306e\u9023\u643a\u60c5\u5831\u306e\u53d6\u5f97\u306b\u5931\u6557\u3057\u307e\u3057\u305f\u300d<\/p>\n<p>\u767a\u751f\u6642\u523b:<\/p>\n<ul>\n<li>20XX \u5e74 Y \u6708 ZZ \u65e5 XX:YY<\/li>\n<\/ul>\n<p>\u539f\u56e0<\/p>\n<p>\u3053\u306e\u30a8\u30e9\u30fc\u306f\u3001\u3007\u3007\u4f1a\u8a08\u30bd\u30d5\u30c8\u3068\u306e\u63a5\u7d9a\u8a8d\u8a3c\u306b\u554f\u984c\u304c\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u30101\u3011\u3007\u3007\u4f1a\u8a08\u30bd\u30d5\u30c8\u3067\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u4fdd\u6301\u306e\u305f\u3081 1 \u30f6\u6708\u301c2 \u30f6\u6708\u3067\u63a5\u7d9a\u304c\u81ea\u52d5\u3067\u5207\u308c\u308b\u8a2d\u5b9a\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u3053\u308c\u304c\u6700\u3082\u53ef\u80fd\u6027\u306e\u9ad8\u3044\u539f\u56e0\u3067\u3059\u3002<\/p>\n<p>\u89e3\u6c7a\u65b9\u6cd5<br \/>\n\u4ee5\u4e0b\u306e\u624b\u9806\u3067\u554f\u984c\u3092\u89e3\u6c7a\u3057\u3066\u304f\u3060\u3055\u3044\uff1a<\/p>\n<p>\u3007\u3007\u4f1a\u8a08\u30bd\u30d5\u30c8\u306e\u4e8b\u696d\u6240\u3068\u306e\u518d\u9023\u643a\u3092\u884c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u63a5\u7d9a\u304c\u81ea\u52d5\u3067\u5207\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u65b0\u3057\u3044\u8a8d\u8a3c\u60c5\u5831\u3067\u306e\u63a5\u7d9a\u8a2d\u5b9a\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>\u4eca\u5f8c\u306e\u4e88\u9632\u7b56<\/p>\n<p>\u3007\u3007\u4f1a\u8a08\u30bd\u30d5\u30c8\u306e\u63a5\u7d9a\u306f\u5b9a\u671f\u7684\u306b\u5207\u308c\u308b\u305f\u3081\u30011\u301c2 \u30f6\u6708\u306b\u4e00\u5ea6\u306f\u518d\u9023\u643a\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u969b\u306f\u3001\u307e\u305a\u63a5\u7d9a\u72b6\u6cc1\u3092\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u3082\u3057\u4e0a\u8a18\u306e\u624b\u9806\u3067\u89e3\u6c7a\u3057\u306a\u3044\u5834\u5408\u306f\u3001\u5177\u4f53\u7684\u306a\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3068\u3068\u3082\u306b\u518d\u5ea6\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3 id=\"32-\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u307f\u3067\u56de\u7b54\u51fa\u6765\u308b\u304a\u554f\u5408\u305b\">3.2 \u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u307f\u3067\u56de\u7b54\u51fa\u6765\u308b\u304a\u554f\u5408\u305b<\/h3>\n<p>\u30d0\u30af\u30e9\u30af\u3067\u306f\u5b9a\u671f\u7684\u306b\u767a\u751f\u3059\u308b\u652f\u6255\u3092\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30aa\u30d7\u30b7\u30e7\u30f3\u3067 \u652f\u6255\u4e88\u5b9a\u65e5\u304c\u571f\u65e5\u795d\u306e\u5834\u5408\u306b\u3001\u305d\u306e\u307e\u307e\u306b\u3059\u308b\u304b\u3001\u907f\u3051\u308b\u304b\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u304a\u554f\u3044\u5408\u308f\u305b\u3067\u306f\u3001\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u3001\u305d\u306e\u307e\u307e\u306b\u3059\u308b \u3092\u8a2d\u5b9a\u3057\u3066\u3044\u308b\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u571f\u65e5\u3092\u907f\u3051\u3066\u5b9a\u671f\u652f\u6255\u304c\u53cd\u6620\u3055\u308c\u308b\u3068\u3044\u3046\u304a\u554f\u5408\u305b\u3067\u3057\u305f\u3002<br \/>\n\u539f\u56e0\u3068\u3057\u3066\u306f\u3001\u5225\u306e\u8a2d\u5b9a\u9805\u76ee\u306e\u652f\u6255\u671f\u65e5\u30eb\u30fc\u30eb\u304c\u512a\u5148\u3055\u308c\u3066\u304a\u308a\u3001\u571f\u65e5\u795d\u3092\u306f\u305a\u3059 \u8a2d\u5b9a\u304c\u3055\u308c\u3066\u3044\u305f\u3053\u3068\u3067\u3057\u305f\u3002<\/p>\n<p>\u4ee5\u4e0b\u304c AI Agent \u306e\u56de\u7b54\u3067\u3059\u3002\u6b63\u3057\u304f\u539f\u56e0\u3068\u5bfe\u51e6\u6cd5\u3092\u6848\u5185\u3067\u304d\u3066\u304a\u308a\u3001\u53c2\u7167\u3057\u305f\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u306e\u30ea\u30f3\u30af\u3082\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<br \/>\n\u56de\u7b54\u306b\u306f 2 \u5206\u304b\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n<details>\n<summary> \u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b (\u6298\u308a\u305f\u305f\u307e\u308c\u3066\u3044\u307e\u3059) <\/summary>\n<\/details>\n<p>\u5b9a\u671f\u652f\u6255\u8a2d\u5b9a\u306e\u652f\u6255\u671f\u65e5\u306b\u3001\u652f\u6255\u4e88\u5b9a\u65e5\u304c\u571f\u65e5\u795d\u306e\u5834\u5408\u306f\u300c\u305d\u306e\u307e\u307e\u306b\u3059\u308b\u300d\u3068\u8a2d\u5b9a\u3057\u3066\u3082\u3001\u571f\u65e5\u3092\u907f\u3051\u3066\u53cd\u6620\u3055\u308c\u3066\u3057\u307e\u3046\u3068\u3044\u3046\u304a\u554f\u3044\u5408\u308f\u305b\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u3053\u306e\u539f\u56e0\u3068\u5bfe\u51e6\u6cd5\u306b\u3064\u3044\u3066\u6559\u3048\u3066\u304f\u3060\u3055\u3044<\/p>\n<details>\n<summary> AI Agent\u306e\u56de\u7b54 (\u6298\u308a\u305f\u305f\u307e\u308c\u3066\u3044\u307e\u3059)  <\/summary>\n<p>\u5b9a\u671f\u652f\u6255\u8a2d\u5b9a\u306e\u652f\u6255\u671f\u65e5\u3067\u300c\u305d\u306e\u307e\u307e\u306b\u3059\u308b\u300d\u8a2d\u5b9a\u306b\u3082\u95a2\u308f\u3089\u305a\u571f\u65e5\u3092\u907f\u3051\u3066\u53cd\u6620\u3055\u308c\u3066\u3057\u307e\u3046\u554f\u984c\u306b\u3064\u3044\u3066\u3001\u4ee5\u4e0b\u306e\u539f\u56e0\u3068\u5bfe\u51e6\u6cd5\u3092\u3054\u8aac\u660e\u3044\u305f\u3057\u307e\u3059\u3002<\/details>\n<\/p>\n<p>\u539f\u56e0<br \/>\n\u3053\u306e\u554f\u984c\u306f\u3001\u30d0\u30af\u30e9\u30af\u8acb\u6c42\u66f8\u306e\u5b9a\u671f\u652f\u6255\u8a2d\u5b9a\u306b\u304a\u3044\u3066\u30012023 \u5e74 4 \u6708\u306e\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u4ee5\u964d\u306b\u795d\u65e5\u5bfe\u5fdc\u304c\u5f37\u5316\u3055\u308c\u305f\u3053\u3068\u306b\u95a2\u9023\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30104\u3011<\/p>\n<p>\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u4ee5\u4e0b\u306e 3 \u3064\u306e\u9078\u629e\u80a2\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\uff1a<\/p>\n<ul>\n<li>\u305d\u306e\u307e\u307e\u306b\u3059\u308b<\/li>\n<li>\u76f4\u524d\u306e\u5e73\u65e5\u306b\u8a2d\u5b9a\u3059\u308b<\/li>\n<li>\u76f4\u5f8c\u306e\u5e73\u65e5\u306b\u8a2d\u5b9a\u3059\u308b<\/li>\n<\/ul>\n<p>\u3057\u304b\u3057\u3001\u5b9f\u969b\u306e\u9280\u884c\u55b6\u696d\u65e5\u3068\u306e\u6574\u5408\u6027\u3092\u4fdd\u3064\u305f\u3081\u3001\u30b7\u30b9\u30c6\u30e0\u5074\u3067\u81ea\u52d5\u8abf\u6574\u304c\u884c\u308f\u308c\u3066\u3044\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u5bfe\u51e6\u6cd5<\/p>\n<p>1: \u8a2d\u5b9a\u306e\u518d\u78ba\u8a8d<br \/>\n[\u8a2d\u5b9a] &gt; [\u5b9a\u671f\u652f\u6255\u8a2d\u5b9a] \u304b\u3089\u8a72\u5f53\u306e\u8a2d\u5b9a\u3092\u78ba\u8a8d<br \/>\n\u300c\u652f\u6255\u4e88\u5b9a\u65e5\u304c\u571f\u65e5\u795d\u306e\u5834\u5408\u300d\u306e\u8a2d\u5b9a\u304c\u300c\u305d\u306e\u307e\u307e\u306b\u3059\u308b\u300d\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d<\/p>\n<p>2: \u500b\u5225\u306e\u8acb\u6c42\u66f8\u3067\u306e\u4fee\u6b63<\/p>\n<p>\u5b9a\u671f\u652f\u6255\u8a2d\u5b9a\u3067\u767b\u9332\u3055\u308c\u305f\u8acb\u6c42\u66f8\u306e\u652f\u6255\u671f\u65e5\u304c\u610f\u56f3\u3057\u305f\u65e5\u4ed8\u3068\u7570\u306a\u308b\u5834\u5408\u306f\u3001\u4ee5\u4e0b\u306e\u624b\u9806\u3067\u500b\u5225\u306b\u4fee\u6b63\u3067\u304d\u307e\u3059\uff1a\u30101\u3011<\/p>\n[\u8acb\u6c42\u66f8] &gt; [\u672a\u51e6\u7406] \u304b\u3089\u8a72\u5f53\u306e\u8acb\u6c42\u66f8\u3092\u9078\u629e<br \/>\n\u8acb\u6c42\u66f8\u8a73\u7d30\u753b\u9762\u3067\u652f\u6255\u671f\u65e5\u3092\u624b\u52d5\u3067\u7de8\u96c6<br \/>\n\u571f\u65e5\u795d\u65e5\u306e\u65e5\u4ed8\u306b\u5909\u66f4\u3057\u3066\u4fdd\u5b58<\/p>\n<p>3: \u652f\u6255\u671f\u65e5\u30eb\u30fc\u30eb\u8a2d\u5b9a\u306e\u78ba\u8a8d<\/p>\n[\u8a2d\u5b9a] &gt; [\u4f1a\u8a08\u51e6\u7406\u8a2d\u5b9a] &gt; [\u652f\u6255\u671f\u65e5\u30eb\u30fc\u30eb\u8a2d\u5b9a] \u3082\u4f75\u305b\u3066\u78ba\u8a8d\u3057\u3001\u3053\u3061\u3089\u3067\u3082\u300c\u305d\u306e\u307e\u307e\u306b\u3059\u308b\u300d\u8a2d\u5b9a\u306b\u306a\u3063\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30102\u3011<\/p>\n<p>\u53c2\u7167\u3057\u305f\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8<\/p>\n<p>\u3053\u306e\u554f\u984c\u304c\u7d99\u7d9a\u3059\u308b\u5834\u5408\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u4ed5\u69d8\u4e0a\u306e\u5236\u7d04\u3067\u3042\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u306e\u3067\u3001\u30d0\u30af\u30e9\u30af\u30b5\u30dd\u30fc\u30c8\u307e\u3067\u304a\u554f\u3044\u5408\u308f\u305b\u3044\u305f\u3060\u304f\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"33-\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u306a\u3044\u3068\u56de\u7b54\u3067\u304d\u306a\u3044\u304a\u554f\u5408\u305b\">3.3 \u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u306a\u3044\u3068\u56de\u7b54\u3067\u304d\u306a\u3044\u304a\u554f\u5408\u305b<\/h3>\n<p>3.1 \u306e\u304a\u554f\u3044\u5408\u308f\u305b\u306e\u767a\u5c55\u3068\u3057\u3066\u3001\u5c65\u6b74\u3092\u53d6\u5f97\u3057\u3001\u305d\u3053\u306b\u66f8\u304b\u308c\u3066\u3044\u308b\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u3082\u3068\u306b\u3001\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u306b\u3042\u308b\u4f1a\u8a08\u30bd\u30d5\u30c8\u3054\u3068\u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u53c2\u7167\u3057\u3066\u6b32\u3057\u3044\u304a\u554f\u3044\u5408\u308f\u305b\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n<p>1 \u56de\u76ee\u306b\u5b9f\u884c\u3057\u305f\u969b\u306f\u3001\u5b9f\u884c\u5c65\u6b74\u306e\u7279\u5b9a\u307e\u3067\u306f\u3067\u304d\u307e\u3057\u305f\u304c\u3001\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u3082\u3068\u306b\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u53c2\u7167\u3059\u308b\u3068\u3044\u3046\u3053\u3068\u304c\u3067\u304d\u305a\u3001\u5b9f\u884c\u5c65\u6b74\u3092\u5143\u306b\u539f\u56e0\u3092\u63a8\u5bdf\u3057\u3066\u56de\u7b54\u3059\u308b\u3053\u3068\u3057\u304b\u3067\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001Cortex Search \u306e Description \u306b\u3001\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u306b\u306f\u4f1a\u8a08\u30bd\u30d5\u30c8\u3054\u3068\u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u3092\u8ffd\u8a18\u3057\u307e\u3057\u305f\u3002\u3059\u308b\u3068\u30012 \u56de\u76ee\u3067\u306f\u3001\u5b9f\u969b\u306b\u8a72\u5f53\u306e\u30c8\u30e9\u30d6\u30eb\u30b7\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u53c2\u7167\u3057\u3001\u6839\u672c\u539f\u56e0\u3068\u89e3\u6c7a\u7b56\u307e\u3067\u63d0\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<br \/>\n\u56de\u7b54\u306b\u306f\uff13\u5206\u304b\u304b\u308a\u307e\u3057\u305f\u3002<\/p>\n<details>\n<summary> \u30e6\u30fc\u30b6\u30fc\u306e\u5165\u529b (\u6298\u308a\u305f\u305f\u307e\u308c\u3066\u3044\u307e\u3059) <\/summary>\n<\/details>\n<p>tenant_id: XXX<\/p>\n<p>\u8d77\u7968\u65e5: 20XX \u5e74 Y \u6708 ZZ \u65e5<\/p>\n<p>\u8acb\u6c42\u756a\u53f7 No.XXX \u3092\u8cbb\u7528\u8a08\u4e0a API \u9023\u643a\u3057\u305f\u969b\u306b\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u305f\u3068\u306e\u3053\u3068\u3067\u3057\u305f\u3002<br \/>\n\u3053\u306e\u539f\u56e0\u3092\u8abf\u67fb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<details>\n<summary> \u4f5c\u6210\u3055\u308c\u305fSQL (\u6298\u308a\u305f\u305f\u307e\u308c\u3066\u3044\u307e\u3059)  <\/summary>\n<\/details>\n<h4 id=\"tenant_id-\u3068-\u8acb\u6c42\u66f8\u756a\u53f7\u304b\u3089-\u8acb\u6c42\u66f8-ID-\u3092\u53d6\u5f97\u3059\u308b\u30af\u30a8\u30ea-1\">tenant_id \u3068 \u8acb\u6c42\u66f8\u756a\u53f7\u304b\u3089 \u8acb\u6c42\u66f8 ID \u3092\u53d6\u5f97\u3059\u308b\u30af\u30a8\u30ea<\/h4>\n<pre class=\"code lang-go\" data-lang=\"go\" data-unlink=\"\">WITH __incoming_invoices AS (\n  SELECT\n    id,\n    tenant_id,\n    archived_at,\n    created_at,\n    deleted_at,\n    updated_at,\n    tenant_incoming_invoice_num,\n    ...\n  FROM incoming_invoices\n)\nSELECT\n  id,\n  tenant_id,\n  archived_at,\n  created_at,\n  deleted_at,\n  updated_at,\n  tenant_incoming_invoice_num,\n  ...\n  MIN(created_at) OVER () AS start_date,\n  MAX(created_at) OVER () AS end_date\nFROM __incoming_invoices\nWHERE\n  tenant_id = XXX\n  AND tenant_incoming_invoice_num = YYY\nORDER BY\n  created_at DESC NULLS LAST\n -- Generated by Cortex Analyst\n;\n<\/pre>\n<h4 id=\"tenant_id-\u3068-\u8acb\u6c42\u66f8-ID-\u304b\u3089\u8a72\u5f53\u306e\u5b9f\u884c\u5c65\u6b74\u3092\u53d6\u5f97\u3059\u308b\u30af\u30a8\u30ea-1\">tenant_id \u3068 \u8acb\u6c42\u66f8 ID \u304b\u3089\u8a72\u5f53\u306e\u5b9f\u884c\u5c65\u6b74\u3092\u53d6\u5f97\u3059\u308b\u30af\u30a8\u30ea<\/h4>\n<pre class=\"code lang-go\" data-lang=\"go\" data-unlink=\"\">WITH __XXX_api_jobs AS (\n  SELECT\n    ...,\n    error_log,\n    incoming_invoice_ids,\n    ...,\n    failed_at,\n    modified_at\n  FROM XXX_api_jobs\n)\nSELECT\n  ...,\n  error_log,\n  incoming_invoice_ids,\n  ...,\n  failed_at,\n  modified_at\n  MIN(modified_at) OVER () AS min_modified_at,\n  MAX(modified_at) OVER () AS max_modified_at,\n  COUNT(DISTINCT tenant_id) OVER () AS distinct_tenant_count,\n  COUNT(DISTINCT <span class=\"synStatement\">type<\/span>) OVER () AS distinct_type_count,\n  MIN(failed_at) OVER () AS min_failed_at,\n  MAX(failed_at) OVER () AS max_failed_at,\n  COUNT(*) OVER () AS total_records\nFROM __XXX_api_jobs\nWHERE\n  tenant_id = XXX\n  AND <span class=\"synStatement\">type<\/span> = YYY\n  AND modified_at &gt;= <span class=\"synConstant\">'20XX-YY-ZZ 00:00:00'<\/span>\n  AND modified_at '20XX-YY-ZZ 23:59:59'\nORDER BY\n  modified_at DESC NULLS LAST\n -- Generated by Cortex Analyst\n;\n<\/pre>\n<details>\n<summary> AI Agent\u306e\u56de\u7b54 (\u6298\u308a\u305f\u305f\u307e\u308c\u3066\u3044\u307e\u3059)  <\/summary>\n<p>\u8abf\u67fb\u7d50\u679c\uff1a\u8acb\u6c42\u66f8No.445\u306eAPI\u9023\u643a\u30a8\u30e9\u30fc\u539f\u56e0<\/details>\n<\/p>\n<p>\u30a8\u30e9\u30fc\u306e\u7279\u5b9a<\/p>\n<p>\u30c6\u30ca\u30f3\u30c8 ID XXX \u306e\u8acb\u6c42\u66f8 No.XXX \u306b\u304a\u3044\u3066\u300120XX \u5e74 Y \u6708 ZZ \u65e5\u304b\u3089 Y \u6708 ZZ \u65e5\u306b\u304b\u3051\u3066\u3001\u3007\u3007\u4f1a\u8a08\u30bd\u30d5\u30c8\u3068\u306e\u8cbb\u7528\u8a08\u4e0a API \u9023\u643a\u3067\u7d99\u7d9a\u7684\u306b\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u5177\u4f53\u7684\u306a\u30a8\u30e9\u30fc\u5185\u5bb9<br \/>\n\u30fb\u8acb\u6c42\u66f8 No.XXX: \u3007\u3007\u4f1a\u8a08\u30bd\u30d5\u30c8\u3067\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3057\u305f:<\/p>\n<p>\u3053\u306e\u30a8\u30e9\u30fc\u306f\u30010 \u5186\u306e\u660e\u7d30\u884c\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u539f\u56e0\u3067\u3059\u30108\u3011\u3002\u3007\u3007\u4f1a\u8a08\u30bd\u30d5\u30c8\u306e API \u4ed5\u69d8\u3067\u306f\u3001\u91d1\u984d\u304c 0 \u5186\u306e\u660e\u7d30\u884c\u304c\u3042\u308b\u3068\u300c<error message=\"\">\u300d\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/error><\/p>\n<p>\u30a8\u30e9\u30fc\u767a\u751f\u30d1\u30bf\u30fc\u30f3\u306e\u5206\u6790<\/p>\n<ul>\n<li>\u767a\u751f\u671f\u9593: 20XX \u5e74 Y \u6708 ZZ \u65e5 \uff5e 20XX \u5e74 Y \u6708 ZZ \u65e5<\/li>\n<li>\u767a\u751f\u56de\u6570: N \u56de\u4ee5\u4e0a\u306e\u9023\u643a\u8a66\u884c\u3067\u540c\u4e00\u30a8\u30e9\u30fc\u304c\u7d99\u7d9a\u767a\u751f<\/li>\n<li>\u5bfe\u8c61\u8acb\u6c42\u66f8: ID XXX (\u4f5c\u6210\u65e5: 20XX \u5e74 Y \u6708 ZZ \u65e5)<\/li>\n<li>\u30a8\u30e9\u30fc\u306e\u4e00\u8cab\u6027: \u5168\u3066\u306e\u8a66\u884c\u3067\u540c\u3058\u30a8\u30e9\u30fc\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u767a\u751f\u3001\u30c7\u30fc\u30bf\u8d77\u56e0\u306e\u554f\u984c\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u5506<\/li>\n<\/ul>\n<p>\u89e3\u6c7a\u65b9\u6cd5<\/p>\n<p>\u30b5\u30dd\u30fc\u30c8\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u57fa\u3065\u304f\u63a8\u5968\u5bfe\u51e6\u6cd5\u30108\u3011\uff1a<\/p>\n<p>\u8a72\u5f53\u660e\u7d30\u306e\u4ee5\u4e0b\u9805\u76ee\u3092\u524a\u9664:<\/p>\n<ul>\n<li>\u52d8\u5b9a\u79d1\u76ee<\/li>\n<li>\u91d1\u984d<\/li>\n<li>\u7a0e\u533a\u5206<\/li>\n<li>\u90e8\u9580\u3001\u88dc\u52a9\u79d1\u76ee\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/li>\n<\/ul>\n<p>\u524a\u9664\u5f8c\u3001\u518d\u5ea6 API \u9023\u643a\u3092\u5b9f\u884c<\/p>\n<p>\u691c\u8a3c\u7d50\u679c<\/p>\n<p>\u4ed6\u306e\u8acb\u6c42\u66f8\u3067\u306f\u7570\u306a\u308b\u30a8\u30e9\u30fc\u30d1\u30bf\u30fc\u30f3\uff08\u30de\u30b9\u30bf\u540c\u671f\u30a8\u30e9\u30fc\u7b49\uff09\u304c\u767a\u751f\u3057\u3066\u304a\u308a\u3001\u3053\u308c\u306f\u8acb\u6c42\u66f8 No.XXX \u56fa\u6709\u306e\u554f\u984c<br \/>\n\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u969c\u5bb3\u3067\u306f\u306a\u304f\u3001\u7279\u5b9a\u306e\u8acb\u6c42\u66f8\u30c7\u30fc\u30bf\u69cb\u9020\u306b\u8d77\u56e0\u3059\u308b\u554f\u984c<br \/>\n\u5831\u544a\u3055\u308c\u305f\u65e5\u6642\uff0820XX \u5e74 Y \u6708 ZZ \u65e5\uff09\u3068\u30a8\u30e9\u30fc\u767a\u751f\u30bf\u30a4\u30e0\u30e9\u30a4\u30f3\u304c\u4e00\u81f4<\/p>\n<p>\u4eca\u5f8c\u306e\u4e88\u9632\u7b56<\/p>\n<ul>\n<li>\u4ed5\u8a33\u4f5c\u6210\u6642\u306b 0 \u5186\u660e\u7d30\u884c\u306e\u4f5c\u6210\u3092\u907f\u3051\u308b<\/li>\n<li>API \u9023\u643a\u524d\u306b\u660e\u7d30\u5185\u5bb9\u306e\u4e8b\u524d\u30c1\u30a7\u30c3\u30af\u3092\u5b9f\u65bd<\/li>\n<li>\u985e\u4f3c\u30a8\u30e9\u30fc\u306e\u65e9\u671f\u767a\u898b\u306e\u305f\u3081\u3001API \u9023\u643a\u5c65\u6b74\u306e\u5b9a\u671f\u78ba\u8a8d\u3092\u63a8\u5968<\/li>\n<\/ul>\n<p>\u3053\u306e\u8abf\u67fb\u306b\u3088\u308a\u3001\u8acb\u6c42\u66f8 No.XXX \u306e API \u9023\u643a\u30a8\u30e9\u30fc\u306f 0 \u5186\u660e\u7d30\u884c\u304c\u539f\u56e0\u3067\u3042\u308b\u3053\u3068\u304c\u78ba\u5b9a\u3057\u307e\u3057\u305f\u3002\u4e0a\u8a18\u306e\u89e3\u6c7a\u65b9\u6cd5\u3092\u5b9f\u65bd\u3059\u308b\u3053\u3068\u3067\u554f\u984c\u306f\u89e3\u6c7a\u3055\u308c\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<h3 id=\"34-\u8ab2\u984c\">3.4 \u8ab2\u984c<\/h3>\n<p>Cortex Analyst \u3092\u6d3b\u7528\u3059\u308b\u306b\u306f\u30012.1 \u3067\u8aac\u660e\u3057\u305f\u3088\u3046\u306b\u3001\u4e8b\u524d\u306b Semantic Model \u3092\u5b9a\u7fa9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u3053\u306e\u30e2\u30c7\u30eb\u306f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30b9\u30ad\u30fc\u30de\u3092\u305d\u306e\u307e\u307e\u5229\u7528\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u306a\u304f\u3001AI \u306b\u4e0d\u8981\u306a\u60c5\u5831\u3092\u4e0e\u3048\u305a\u7cbe\u5ea6\u3092\u62c5\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001\u4eba\u9593\u304c\u5229\u7528\u3059\u308b\u30c6\u30fc\u30d6\u30eb\u3084\u30ab\u30e9\u30e0\u3092\u614e\u91cd\u306b\u53d6\u6368\u9078\u629e\u3057\u3001\u624b\u52d5\u3067\u69cb\u7bc9\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u307e\u305f\u3001\u304a\u554f\u3044\u5408\u308f\u305b\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u500b\u5225\u306e Semantic Model \u3084 AI Agent \u3092\u6e96\u5099\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u3059\u3079\u3066\u306e\u304a\u554f\u3044\u5408\u308f\u305b\u306b\u7db2\u7f85\u7684\u306b\u5bfe\u5fdc\u3059\u308b\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u306e\u306f\u73fe\u5b9f\u7684\u306b\u56f0\u96e3\u3067\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001\u4e00\u5ea6\u69cb\u7bc9\u3057\u305f\u30e2\u30c7\u30eb\u3082\u4e07\u80fd\u3067\u306f\u306a\u304f\u3001\u904b\u7528\u3092\u901a\u3058\u3066\u7d99\u7d9a\u7684\u306a\u6539\u5584\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002 \u4f8b\u3048\u3070\u3001\u65b0\u305f\u306a\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u5fdc\u3059\u308b\u305f\u3081\u306e\u30ab\u30e9\u30e0\u306e\u8ffd\u52a0\u3084\u3001\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u6539\u5584\u3068\u3044\u3063\u305f\u4f5c\u696d\u304c\u90fd\u5ea6\u767a\u751f\u3057\u307e\u3059\u3002\u7d50\u679c\u3068\u3057\u3066\u3001\u304a\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u306e\u5de5\u6570\u3092\u524a\u6e1b\u3059\u308b\u3068\u3044\u3046\u76ee\u7684\u306e\u305f\u3081\u306b\u3001\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3068\u6539\u5584\u3068\u3044\u3046\u65b0\u305f\u306a\u904b\u7528\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3057\u3066\u3044\u308b\u72b6\u6cc1\u3067\u3059\u3002<\/p>\n<h4 id=\"342-\u7d99\u7d9a\u7684\u306b\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3059\u308b\u305f\u3081\u306e\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\">3.4.2 \u7d99\u7d9a\u7684\u306b\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3059\u308b\u305f\u3081\u306e\u4ed5\u7d44\u307f\u304c\u5fc5\u8981<\/h4>\n<p>\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u3057\u3066\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u73fe\u72b6\u3067\u306f\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u306e Markdown \u3092 Snowflake \u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u3057\u304b\u3057\u3001\u65b0\u6a5f\u80fd\u306e\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u304c\u8ffd\u52a0\u3055\u308c\u305f\u308a\u3001\u6a5f\u80fd\u6539\u5584\u306b\u3088\u3063\u3066\u65e2\u5b58\u306e\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u3092\u4fee\u6b63\u3057\u305f\u5834\u5408\u306b\u3001\u73fe\u72b6\u3060\u3068\u5909\u66f4\u3092\u8ffd\u5f93\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001\u6708 1 \u56de\u306e\u30da\u30fc\u30b9\u3067\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u306e\u66f4\u65b0\u72b6\u6cc1\u3092\u3001Snowflake \u306b\u540c\u671f\u3059\u308b\u4ed5\u7d44\u307f\u304c\u5fc5\u8981\u3060\u3068\u8003\u3048\u307e\u3057\u305f\u3002\u3082\u3057\u304f\u306f\u3001\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u3092\u53c2\u7167\u3059\u308b\u305f\u3081\u306e MCP \u3092\u4f5c\u6210\u3057\u3001\u5916\u90e8\u30c4\u30fc\u30eb\u3068\u3057\u3066 Agent \u306b\u5b9f\u884c\u3055\u305b\u308b\u306e\u3082\u826f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"4-\u5c55\u671b\">4. \u5c55\u671b<\/h2>\n<h3 id=\"41-Routing-Workflow-\u3092\u7528\u3044\u305f-AI-Agent-\u306e\u69cb\u7bc9\">4.1 Routing Workflow \u3092\u7528\u3044\u305f AI Agent \u306e\u69cb\u7bc9<\/h3>\n<p>\u5358\u4f53\u306e Cortex Agents \u3067\u3001\u591a\u69d8\u306a\u7a2e\u985e\u306e\u304a\u554f\u3044\u5408\u308f\u305b\u3092\u8abf\u67fb\u3059\u308b\u305f\u3081\u306e\u6c4e\u7528\u7684\u306a AI Agent \u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u304c\u3001\u5b9f\u884c\u3067\u304d\u308b\u30c4\u30fc\u30eb\u304c\u591a\u3044\u3068 AI \u304c\u3069\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3048\u3070\u826f\u3044\u304b\u5224\u65ad\u304c\u3067\u304d\u305a\u3001\u6700\u7d42\u7684\u306a\u56de\u7b54\u306e\u7cbe\u5ea6\u304c\u52a3\u5316\u3059\u308b\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001Anthropic \u304c\u63d0\u5531\u3057\u3066\u3044\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306e\u30c7\u30b6\u30a4\u30f3\u30d1\u30bf\u30fc\u30f3\u3067\u3042\u308b\u3001Routeing Pattern \u3092\u7528\u3044\u305f Multi Agent \u306e\u69cb\u7bc9\u3092\u884c\u3044\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<br \/>\n\u5177\u4f53\u7684\u306b\u306f\u3001\u7279\u5b9a\u306e\u7a2e\u985e\u306e\u304a\u554f\u3044\u5408\u308f\u305b\u306b\u7279\u5316\u3057\u305f Specialist Agent \u3068\u3001\u304a\u554f\u3044\u5408\u308f\u305b\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u3069\u306e Specialist Agent \u3092\u547c\u3073\u51fa\u3059\u304b\u3092\u5224\u65ad\u3059\u308b Router Agent \u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<br \/>\n\u3053\u308c\u306b\u3088\u308a\u3001Specialist Agent \u306f\u30bf\u30b9\u30af\u3068\u95a2\u9023\u6027\u306e\u9ad8\u3044\u30c4\u30fc\u30eb\u306e\u307f\u3092\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u56de\u7b54\u306e\u7cbe\u5ea6\u304c\u9ad8\u53e5\u306a\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><figure class=\"figure-image figure-image-fotolife\" title=\"Routing Workflow (https:\/\/www.anthropic.com\/engineering\/building-effective-agents \u3088\u308a\u5f15\u7528)\"><span itemscope=\"\" itemtype=\"http:\/\/schema.org\/Photograph\"><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/s\/shwatanap\/20251013\/20251013231938.webp\" width=\"1200\" height=\"500\" loading=\"lazy\" title=\"\" class=\"hatena-fotolife\" itemprop=\"image\"\/><\/span><figcaption>Routing Workflow (<a target=\"_blank\" href=\"https:\/\/www.anthropic.com\/engineering\/building-effective-agents\">https:\/\/www.anthropic.com\/engineering\/building-effective-agents<\/a> \u3088\u308a\u5f15\u7528)<\/figcaption><\/figure>\n<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fwww.anthropic.com%2Fengineering%2Fbuilding-effective-agents\" title=\"Building Effective AI Agents\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/www.anthropic.com\/engineering\/building-effective-agents\">www.anthropic.com<\/a><\/cite><\/p>\n<h3 id=\"42-\u30e6\u30fc\u30b6\u30fc\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u306b\u3088\u308b\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u8ffd\u52a0\">4.2 \u30e6\u30fc\u30b6\u30fc\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u306b\u3088\u308b\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u8ffd\u52a0<\/h3>\n<p>\u57fa\u672c\u7684\u306a\u6a5f\u80fd\u306e\u4ed5\u69d8\u306b\u95a2\u3057\u3066\u306f\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3059\u304c\u3001\u6a5f\u80fd\u306e\u8a73\u7d30\u306a\u4ed5\u69d8\u307e\u3067\u306f\u66f8\u304b\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u307e\u305f\u3001\u958b\u767a\u30c1\u30fc\u30e0\u306e\u6d41\u52d5\u6027\u306b\u3088\u308a\u6a5f\u80fd\u306e\u958b\u767a\u8005\u304c\u30c1\u30fc\u30e0\u306b\u304a\u3089\u305a\u3001\u30b3\u30fc\u30c9\u3092\u53c2\u7167\u3057\u3066\u521d\u3081\u3066\u308f\u304b\u308b\u77e5\u898b\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u540c\u69d8\u306e\u4e8b\u8c61\u304c\u767a\u898b\u3057\u305f\u969b\u306b\u306f\u3001Agent \u304c\u540c\u69d8\u306e\u4ef6\u3060\u3068\u5224\u65ad\u3057\u3066\u904e\u53bb\u306e\u77e5\u898b\u3092\u56de\u7b54\u3057\u3066\u6b32\u3057\u3044\u3067\u3059\u3002<br \/>\n\u305d\u3053\u3067\u3001\u5224\u660e\u3057\u305f\u77e5\u898b\u3092\u30e6\u30fc\u30b6\u30fc\u304b\u3089 Agent \u3078\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3057\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u3057\u3066\u8ffd\u52a0\u3057\u3001Cortex Search \u3067\u691c\u7d22\u53ef\u80fd\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u305d\u308c\u304c\u5b9f\u73fe\u3067\u304d\u308b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"5-\u307e\u3068\u3081\">5. \u307e\u3068\u3081<\/h2>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001Snowflake \u306e Cortex Agents \u3092\u6d3b\u7528\u3057\u3001\u304a\u5ba2\u69d8\u304b\u3089\u306e\u304a\u554f\u3044\u5408\u308f\u305b\u306e\u4e00\u6b21\u8abf\u67fb\u3092\u81ea\u52d5\u5316\u3059\u308b AI Agent \u306e\u69cb\u7bc9\u306b\u6311\u6226\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u5b9f\u9a13\u3092\u901a\u3057\u3066\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff08\u672c\u756a DB \u306e\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3084\u30ed\u30b0\uff09\u3068\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff08\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\uff09\u3092\u6a2a\u65ad\u7684\u306b\u6271\u3046\u3053\u3068\u3067\u3001\u8907\u96d1\u306a\u554f\u3044\u5408\u308f\u305b\u306b\u5bfe\u3057\u3066\u3082\u3001\u539f\u56e0\u306e\u7279\u5b9a\u304b\u3089\u89e3\u6c7a\u7b56\u306e\u63d0\u793a\u307e\u3067\u884c\u3048\u308b\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\u3002\u7279\u306b\u3001\u30c4\u30fc\u30eb\u306e\u8aac\u660e\uff08Description\uff09\u3092\u9069\u5207\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001AI Agent \u304c\u3088\u308a\u7684\u78ba\u306a\u5224\u65ad\u3092\u4e0b\u305b\u308b\u3088\u3046\u306b\u306a\u308b\u3068\u3044\u3046\u77e5\u898b\u304c\u5f97\u3089\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u5b9f\u7528\u5316\u306b\u5411\u3051\u305f\u8ab2\u984c\u3082\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002AI \u306e\u7cbe\u5ea6\u3092\u62c5\u4fdd\u3059\u308b\u305f\u3081\u306e Semantic Model \u306e\u69cb\u7bc9\u3068\u7d99\u7d9a\u7684\u306a\u6539\u5584\u306b\u306f\u65b0\u305f\u306a\u904b\u7528\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u3001\u305d\u3057\u3066\u30b5\u30dd\u30fc\u30c8\u30da\u30fc\u30b8\u306e\u3088\u3046\u306a\u5916\u90e8\u30c7\u30fc\u30bf\u306e\u9bae\u5ea6\u3092\u3044\u304b\u306b\u4fdd\u3064\u304b\u3068\u3044\u3046\u4ed5\u7d44\u307f\u4f5c\u308a\u304c\u5fc5\u8981\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u70b9\u3067\u3059\u3002<\/p>\n<p>\u4eca\u5f8c\u306f\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3057\u3064\u3064\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5c55\u671b\u3092\u63cf\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>Routing Workflow \u3092\u7528\u3044\u305f Multi-Agent \u5316\u306b\u3088\u308b\u56de\u7b54\u7cbe\u5ea6\u306e\u5411\u4e0a<\/li>\n<li>\u30e6\u30fc\u30b6\u30fc\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u3088\u308b\u7d99\u7d9a\u7684\u306a\u77e5\u8b58\u306e\u84c4\u7a4d\u3068\u81ea\u5df1\u6210\u9577<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u53d6\u308a\u7d44\u307f\u3092\u901a\u3058\u3066\u3001\u304a\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u3092\u629c\u672c\u7684\u306b\u52b9\u7387\u5316\u3057\u3001\u5c11\u3057\u3067\u3082\u591a\u304f \u304a\u5ba2\u69d8\u306b WOW \u306a\u4f53\u9a13\u3092\u5c4a\u3051\u3089\u308c\u308b\u3088\u3046\u306a\u6a5f\u80fd\u958b\u767a \u304c\u3067\u304d\u308b\u74b0\u5883\u3092\u76ee\u6307\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8a18\u4e8b\u304c\u3001Snowflake Cortex AI \u3092\u7528\u3044\u305f AI Agent \u69cb\u7bc9\u306e\u4e00\u52a9\u3068\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\uff01<\/p>\n<p><a target=\"_blank\" 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