{"id":43598,"date":"2025-08-26T23:54:27","date_gmt":"2025-08-26T14:54:27","guid":{"rendered":"https:\/\/vitalify.jp\/blog\/?p=43598"},"modified":"2025-08-27T11:12:33","modified_gmt":"2025-08-27T02:12:33","slug":"ai-%e3%83%af%e3%83%bc%e3%82%af%e3%83%95%e3%83%ad%e3%83%bc%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%81%a6%e3%81%bf%e3%81%be%e3%81%9b%e3%82%93%e3%81%8b%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/vitalify.jp\/blog\/2025\/08\/ai-%e3%83%af%e3%83%bc%e3%82%af%e3%83%95%e3%83%ad%e3%83%bc%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%81%a6%e3%81%bf%e3%81%be%e3%81%9b%e3%82%93%e3%81%8b%ef%bc%9f.html","title":{"rendered":"AI \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304b\u3089\u59cb\u3081\u3066\u307f\u307e\u305b\u3093\u304b\uff1f"},"content":{"rendered":"<p>\u3053\u3093\u306b\u3061\u308f<\/p>\n<p>AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4e8b\u696d\u90e8\u306e\u82b1\u5cf6\u3067\u3059\u3002<\/p>\n<p>\u4eca\u3001\u50d5\u306fAI Agent\u3092\u3069\u3046\u3057\u3088\u3046\u304b\u3068\u7d76\u8cdb\u60a9\u307f\u4e2d\u3067\u3059\u3002\u3053\u308c\u306f\u672c\u5f53\u306bAI Agent\u3067\u3084\u308b\u3079\u304d\u304b\uff1f\u3068\u3002\u3002\u3002\u76ee\u7684\u3068\u624b\u6bb5\u304c\u5165\u308c\u66ff\u308f\u3063\u3066\u306a\u3044\u3068\uff1f\uff1f<\/p>\n<p><!--more--><\/p>\n<p>\u3082\u3084\u3082\u3084\u3057\u3066\u3044\u308b\u6642\u306bClaude\u3092\u4f5c\u3063\u3066\u3044\u308bAnthropic\u306e\u8a18\u4e8b\u304c\u76ee\u306b\u5165\u308a\u8fbc\u3093\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<p><a href=\"https:\/\/www.anthropic.com\/engineering\/building-effective-agents\">Building effective agents<\/a>\u306e\u8a18\u4e8b\u3067\u3059\u3002<\/p>\n<p>Anthropic\u3082\u4ee5\u4e0b\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n<blockquote><p>When building applications with LLMs, we recommend finding the simplest solution possible, and only increasing complexity when needed. This might mean not building agentic systems at all.Agentic systems often trade latency and cost for better task performance, and you should consider when this tradeoff makes sense.<\/p>\n<p>LLM\u3092\u7528\u3044\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u69cb\u7bc9\u306b\u304a\u3044\u3066\u306f\u3001\u53ef\u80fd\u306a\u9650\u308a\u30b7\u30f3\u30d7\u30eb\u306a\u89e3\u6c7a\u7b56\u3092\u898b\u51fa\u3057\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u306e\u307f\u8907\u96d1\u6027\u3092\u9ad8\u3081\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30b7\u30b9\u30c6\u30e0\u3092\u5168\u304f\u69cb\u7bc9\u3057\u306a\u3044\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578b\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u591a\u304f\u306e\u5834\u5408\u3001\u30bf\u30b9\u30af\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5411\u4e0a\u306e\u305f\u3081\u306b\u51e6\u7406\u901f\u5ea6\u3068\u30b3\u30b9\u30c8\u3092\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u3057\u307e\u3059\u3002\u3053\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u304c\u59a5\u5f53\u3068\u306a\u308b\u30bf\u30a4\u30df\u30f3\u30b0\u3092\u691c\u8a0e\u3059\u3079\u304d\u3067\u3059\u3002<\/p><\/blockquote>\n<p>\u305d\u3046\u3001AI Agent\u306b\u3059\u308b\u3068LLM\u3084\u5916\u90e8\u9023\u643a\u304c\u5897\u3048\u3001\u30b3\u30b9\u30c8\u304c\u5897\u3048\u3001\u51e6\u7406\u304c\u5897\u3048\u9045\u304f\u306a\u308a\u307e\u3059\u3002\u30c8\u30fc\u30ec\u30c9\u30aa\u30d5\u3067\u3059\u3002<\/p>\n<p>\u6700\u521d\u306f\u30b7\u30f3\u30d7\u30eb\u306a\u89e3\u6c7a\u7b56\u3092\u898b\u51fa\u3059\u306e\u3067\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u500b\u5225\u306eLLM\u3001AI\u30c4\u30fc\u30eb\u3002<\/p>\n<p>\u305d\u3057\u3066\u3001\u4e8b\u524d\u306b\u5b9a\u7fa9\u3055\u308c\u305f\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u578b\u306eDify\u3084n8n<\/p>\n<p>\u3053\u3053\u3067\u3001RAG ready\u3084AI Agent Ready\u306e\u74b0\u5883\u3092\u4f5c\u308a\u3001\u5fc5\u8981\u3067\u3042\u308c\u3070AI Agent\u306e\u5c0e\u5165\u3002<\/p>\n<p>\u7d44\u7e54\u306e\u4e2d\u306bAI\u793e\u54e1\u3068\u307f\u306a\u3057\u3001\u696d\u52d9\u3082AI\u306b\u5408\u308f\u305b\u3066\u5909\u66f4\u3057\u3066\u3044\u304f\u3002\u3053\u308c\u3092\u3059\u308b\u3053\u3068\u3067AI Agent\u306e\u4fa1\u5024\u304c\u3055\u3089\u306b\u9ad8\u307e\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u65e2\u5b58\u306e\u696d\u52d9\u306e\u5ef6\u9577\u3084\u52b9\u7387\u5316\u304c\u53ef\u80fd\u306a\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u578b\u306eDify\u3067\u5c0f\u3055\u304fAI\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305a\u306f\u5c0f\u3055\u304f\u59cb\u3081\u3066\u307f\u307e\u305b\u3093\u304b\uff1f<\/p>\n<p>AI Workflow\u306e\u5b9a\u7fa9\u306f\u4ee5\u4e0b\u306e\u5b9a\u7fa9\u3067\u3059\u3002<\/p>\n<blockquote>\n<ul class=\"Body_reading-column__t7kGM paragraph-m post-text\">\n<li><strong>Workflows<\/strong>\u00a0are systems where LLMs and tools are orchestrated through predefined code paths.<br \/>\n\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3068\u306f\u3001\u4e8b\u524d\u5b9a\u7fa9\u3055\u308c\u305f\u30b3\u30fc\u30c9\u30d1\u30b9\u3092\u901a\u3058\u3066LLM\u3084\u30c4\u30fc\u30eb\u3092\u8abf\u6574\u3059\u308b\u30b7\u30b9\u30c6\u30e0<\/li>\n<\/ul>\n<\/blockquote>\n<p>\u305f\u3060\u3001\u3053\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3082\u5b9f\u306f\u96e3\u3057\u3044\u3093\u3067\u3059\u3002<\/p>\n<p>Dify\u3092\u64cd\u4f5c\u3059\u308b\u3053\u3068\u306f\u7c21\u5358\u3067\u3059\u3002<\/p>\n<p>\u3067\u3082\u3001\u5927\u4e8b\u306a\u306e\u306f\u305d\u3053\u3058\u3083\u306a\u3044!!<\/p>\n<p>Dify\u3092\u7528\u3044\u3066\u4eca\u306e\u696d\u52d9\u306b\u5bfe\u3057\u3066\u4f55\u304c\u3067\u304d\u308b\u304b\u3001\u696d\u52d9\u5206\u89e3\u3092\u884c\u3044\u3001\u5404\u30c4\u30fc\u30eb\u3001\u51e6\u7406\u3092\u9023\u643a\u3057\u3001\u305d\u3057\u3066\u3001\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3067\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8abf\u6574\u3057\u3001\u5168\u4f53\u3092\u7d44\u307f\u4e0a\u3052\u308b\u3002<\/p>\n<p>\u696d\u52d9\u306b\u5bfe\u3057\u3066\u9054\u6210\u3059\u308b\u30b4\u30fc\u30eb\u3001\u76ee\u7684\u3092\u8e0f\u307e\u3048\u305f\u4e0a\u3067\u3069\u3053\u3092\u52b9\u7387\u5316\u3059\u308b\u304b\uff1f\u3069\u3053\u3092LLM\u306b\u4efb\u305b\u308b\u304b\uff1f\u5916\u90e8\u3068API\u9023\u643a\u3092\u3059\u308b\u304b\uff1f\u30de\u30af\u30ed\u3068\u30df\u30af\u30ed\u306e\u8996\u70b9\u3092\u3044\u3063\u305f\u308a\u304d\u305f\u308a\u3057\u306a\u304c\u3089\u3001\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7d44\u307f\u4e0a\u3052\u308b\u3002\u3053\u308c\u304c\u96e3\u3057\u3044\u3093\u3067\u3059\u3002\u4f7f\u3048\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u3059\u308b\u306e\u304c\u96e3\u3057\u3044\u3002<\/p>\n<p>\u4e00\u5ea6\u81ea\u5206\u3067\u3084\u3063\u3066\u307f\u308b\u3068\u624b\u304c\u6b62\u307e\u308b\u304b\uff1f\u3046\u30fc\u3093\u3001\u4f5c\u3063\u305f\u3051\u3069\u4f7f\u308f\u306a\u3044\u3082\u306e\u304c\u51fa\u6765\u4e0a\u304c\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3082\u3057\u3001\u3046\u30fc\u30fc\u3093\u3001\u56f0\u3063\u305f\u3068\u306a\u3063\u305f\u3089\u305c\u3072\u5f0a\u793e\u306b\u304a\u58f0\u3092\u304b\u3051\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>Dify\u306e\u69cb\u7bc9\u652f\u63f4\u30b5\u30fc\u30d3\u30b9\u3092\u884c\u3063\u3066\u304a\u308a\u307e\u3059\u3002<\/p>\n<p>https:\/\/vitalify.jp\/lp\/services\/dify\/<\/p>\n<p>\u5f0a\u793e\u306f8\/27\u30018\/28\u306bAI\u535a\u89a7\u4f1a\u306b\u53c2\u52a0\u3057\u307e\u3059\u3002<\/p>\n<blockquote class=\"wp-embedded-content\" data-secret=\"ZBAK7pnqJE\"><p><a href=\"https:\/\/aismiley.co.jp\/ai_hakurankai\/2025_summer\/\">AI\u535a\u89a7\u4f1aSummer2025<\/a><\/p><\/blockquote>\n<p><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;AI\u535a\u89a7\u4f1aSummer2025&#8221; &#8212; AI\u535a\u89a7\u4f1a\uff5cAI\u306e\u793e\u4f1a\u5b9f\u88c5\u3067\u3001\u672a\u6765\u306e\u30d3\u30b8\u30cd\u30b9\u3092\u62e1\u5927\u3059\u308b\u5c02\u9580\u5c55\" src=\"https:\/\/aismiley.co.jp\/ai_hakurankai\/2025_summer\/embed\/#?secret=L7B5H9y5dv#?secret=ZBAK7pnqJE\" data-secret=\"ZBAK7pnqJE\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/p>\n<p>8\/28\u306f\u50d5\u3082\u51fa\u5e97\u5074\u3067\u53c2\u52a0\u3057\u307e\u3059\u3002<\/p>\n<p>\u6700\u5f8c\u306b\u305d\u308c\u3067\u3082\u3084\u3063\u3071\u308a\u50d5\u306fAI 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data-url=\"https:\/\/vitalify.jp\/blog\/2025\/08\/ai-%e3%83%af%e3%83%bc%e3%82%af%e3%83%95%e3%83%ad%e3%83%bc%e3%81%8b%e3%82%89%e5%a7%8b%e3%82%81%e3%81%a6%e3%81%bf%e3%81%be%e3%81%9b%e3%82%93%e3%81%8b%ef%bc%9f.html\" data-text=\"AI \u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u304b\u3089\u59cb\u3081\u3066\u307f\u307e\u305b\u3093\u304b\uff1f\" data-lang=\"ja\">Tweet<\/a><\/div>\n    <\/div>\n<br class='wp_social_bookmarking_light_clear' \/>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3093\u306b\u3061\u308f AI\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u4e8b\u696d\u90e8\u306e\u82b1\u5cf6\u3067\u3059\u3002 \u4eca\u3001\u50d5\u306fAI Agent\u3092\u3069\u3046\u3057\u3088\u3046\u304b\u3068\u7d76\u8cdb\u60a9\u307f\u4e2d\u3067\u3059\u3002\u3053\u308c\u306f\u672c\u5f53\u306bAI Agent\u3067\u3084\u308b\u3079\u304d\u304b\uff1f\u3068\u3002\u3002\u3002\u76ee\u7684\u3068\u624b\u6bb5\u304c\u5165\u308c\u66ff\u308f\u3063\u3066\u306a\u3044\u3068\uff1f\uff1f<\/p>\n","protected":false},"author":81,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"categories":[1],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/posts\/43598"}],"collection":[{"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/users\/81"}],"replies":[{"embeddable":true,"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/comments?post=43598"}],"version-history":[{"count":6,"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/posts\/43598\/revisions"}],"predecessor-version":[{"id":43604,"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/posts\/43598\/revisions\/43604"}],"wp:attachment":[{"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/media?parent=43598"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/categories?post=43598"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vitalify.jp\/blog\/wp-json\/wp\/v2\/tags?post=43598"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}