{"id":60190,"date":"2025-09-03T12:00:00","date_gmt":"2025-09-03T03:00:00","guid":{"rendered":"https:\/\/ywc.com\/filemaker\/?p=60190"},"modified":"2025-09-01T19:07:44","modified_gmt":"2025-09-01T10:07:44","slug":"claris-filemaker-2025-rag%ef%bc%88retrieval-augmented-generation%ef%bc%9a%e6%a4%9c%e7%b4%a2%e6%8b%a1%e5%bc%b5%e7%94%9f%e6%88%90%ef%bc%89%e6%a9%9f%e8%83%bd%e3%82%92%e4%bd%bf%e3%81%a3%e3%81%a6","status":"publish","type":"post","link":"https:\/\/ywc.com\/filemaker\/?p=60190","title":{"rendered":"Claris FileMaker 2025 \u2013RAG\uff08Retrieval Augmented Generation\uff1a\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u307f\u305f"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">RAG\uff08Retrieval Augmented Generation\uff1a\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u307f\u305f<\/h1>\n\n\n\n<p><\/p>\n\n\n\n<p>Claris FileMaker 2025 \u3067\u5f85\u671b\u306eRAG\u6a5f\u80fd\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>RAG\u306b\u3064\u3044\u3066\u306e\u524d\u56de\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001\u3053\u306e\u6a5f\u80fd\u306e\u6982\u8981\u3084\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3057\u305f\u304c\u3001\u4eca\u56de\u306f\u5b9f\u969b\u306b\u305d\u306eRAG\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u307f\u305f\u4f53\u9a13\u3092\u304a\u5c4a\u3051\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u53c2\u8003\uff1a\u4ee5\u524d\u306e\u30d6\u30ed\u30b0<\/p>\n\n\n\n<p>\u300c<a style=\"font-weight: bold\" href=\"https:\/\/ywc.com\/filemaker\/?p=55944\" target=\"_blank\" rel=\"noreferrer noopener\">RAG\uff08Retrieval Augmented Generation\uff1a\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u6a5f\u80fd\u3067\u30ab\u30b9\u30bf\u30e0App\u306e\u30c7\u30fc\u30bf\u3092AI\u3067\u53c2\u7167<\/a>\u300d<\/p>\n\n\n\n<p>\u307e\u305a\u306f\u3001\u4e0b\u8a18\u52d5\u753b\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br><br>\u3053\u306eDemo\u306f\u3001\u793e\u5185\u696d\u52d9FAQ\u3092RAG\u306e\u30c7\u30fc\u30bf\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3066\u3001\u793e\u5185\u696d\u52d9\u306b\u3064\u3044\u3066 AI \u306b\u8cea\u554f\u3057\u3001RAG\u306e\u60c5\u5831\u3092\u57fa\u306b AI \u304c\u8cea\u554f\u306b\u7b54\u3048\u308b\u3068\u3044\u3046Demo\u3067\u3059\u3002<\/p>\n\n\n\n<p>AI \u306b\u306f\u3001\u95a2\u897f\u5f01\u3067\u7b54\u3048\u308b\u3088\u3046\u306b\u3001\u6307\u793a\u3092\u51fa\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p class=\"has-vivid-cyan-blue-color has-text-color\">&#8220;\u3042\u306a\u305f\u306f\u30b5\u30dd\u30fc\u30c8\u62c5\u5f53\u8005\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u60c5\u5831\u3092\u53c2\u8003\u306b\u3057\u3066\u3001\u3067\u304d\u308b\u3060\u3051\u6b63\u78ba\u306b\u8cea\u554f\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002<br>\u3082\u3057\u7b54\u3048\u3089\u308c\u306a\u3044\u5834\u5408\u306f\u3000\u308f\u304b\u308a\u307e\u305b\u3093\u3002\u3068\u95a2\u897f\u5f01\u3067\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u306e\u5f8c\u5fc5\u6b7b\u306b\u8a00\u3044\u8a33\u3057\u3066\u4e0b\u3055\u3044\u3002\u56de\u7b54\u306f\u95a2\u897f\u5f01\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002Question: {:question:} Context: {:context:} Answer:&#8221;<\/p>\n<\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Claris FileMaker 2025\u3000\uff5eRAG\u3092\u4f7f\u3063\u3066\u307f\u305f\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/iH0WCbz8tTk?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\"><strong>Claris FileMaker 2025\u3000\uff5eRAG\u3092\u4f7f\u3063\u3066\u307f\u305f<\/strong><\/figcaption><\/figure>\n\n\n\n<p>\u3067\u306f\u3001Demo\u52d5\u753b\u3067\u898b\u3066\u3044\u305f\u3060\u3044\u305fRAG\u306e\u5b9f\u88c5\u65b9\u6cd5\u306a\u3069\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">RAG\u3068\u306f<\/h2>\n\n\n\n<p>RAG\u3001\u3064\u307e\u308a\u300c\u691c\u7d22\u62e1\u5f35\u751f\u6210\u300d\u3068\u3044\u3046\u6280\u8853\u306f\u3001AI\u306b\u7279\u5b9a\u306e\u77e5\u8b58\u3092\u4e0e\u3048\u306a\u304c\u3089\u6b63\u78ba\u306a\u56de\u7b54\u3092\u4f5c\u308a\u51fa\u3059\u305f\u3081\u306e\u3082\u306e\u3067\u3059\u3002\u3053\u306e\u65b9\u6cd5\u3067\u306f\u3001LLM\u304c\u77e5\u3089\u306a\u3044\u60c5\u5831\u3084\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u3092\u5916\u90e8\u304b\u3089\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6b63\u78ba\u306a\u5fdc\u7b54\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002<br>\u52d5\u753b\u3067\u306f\u3001\u793e\u5185\u306eFAQ\u3092\u4f8b\u306b\u30c7\u30e2\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>LLM\u306f\u793e\u5185\u306e\u60c5\u5831\u3092\u5b66\u7fd2\u3057\u3066\u3044\u306a\u3044\u305f\u3081\u76f4\u63a5\u306f\u56de\u7b54\u3067\u304d\u307e\u305b\u3093\u304c\u3001RAG\u3092\u4f7f\u3046\u3053\u3068\u3067\u793e\u5185\u306e\u60c5\u5831\u3092\u53c2\u8003\u306b\u3057\u3064\u3064\u3001\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">RAG\u306e\u57fa\u672c\u30e1\u30ab\u30cb\u30ba\u30e0<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<p>RAG\u306e\u4ed5\u7d44\u307f\u306f\u4ee5\u4e0b\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u52d5\u4f5c\u3057\u307e\u3059:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u8cea\u554f\u53d7\u4fe1<\/strong><\/li>\n\n\n\n<li><strong>\u60c5\u5831\u691c\u7d22<\/strong>: FileMaker Server \u306e RAG\u30b9\u30da\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u3092\u691c\u7d22<\/li>\n\n\n\n<li><strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210<\/strong>: \u300cRAG\u51e6\u7406\u3092\u5b9f\u884c\u300d\u30b9\u30af\u30ea\u30d7\u30c8\u30b9\u30c6\u30c3\u30d7\u3067\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u9001\u4fe1<\/li>\n\n\n\n<li><strong>\u56de\u7b54\u751f\u6210<\/strong>: LLM\u304c<strong>\u6b63\u78ba\u306a\u56de\u7b54\u3092\u751f\u6210<\/strong>\u3057\u307e\u3059\u3002<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"896\" height=\"480\" src=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_001.png\" alt=\"\" class=\"wp-image-60193\" srcset=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_001.png 896w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_001-300x161.png 300w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_001-768x411.png 768w\" sizes=\"auto, (max-width: 896px) 100vw, 896px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u306e\u56f3\u306e\u3088\u3046\u306b\u3001RAG\u306f\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>FileMaker 2025 \u3067\u3069\u306e\u3088\u3046\u306b\u5b9f\u884c\u3059\u308b\u306e\u304b\u3001\u30b9\u30af\u30ea\u30d7\u30c8\u30b9\u30c6\u30c3\u30d7\u3092\u78ba\u8a8d\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u2460\u3000AI\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u8a2d\u5b9a\u3068\u3001RAG\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u8a2d\u5b9a<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u8a2d\u5b9a<\/h3>\n\n\n\n<p>\u4eca\u56de\u306f\u3001\u56de\u7b54\u306e\u751f\u6210\u3092\u3059\u308b\u305f\u3081\u306b\u3001OpenAI \u306e\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u307f\u307e\u3057\u305f\u306e\u3067\u3001\u30e2\u30c7\u30eb\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306f\u3001OpenAI\u3092\u6307\u5b9a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"wp-block-preformatted has-cyan-bluish-gray-background-color has-background\" style=\"font-size:16px\">AI \u30a2\u30ab\u30a6\u30f3\u30c8\u8a2d\u5b9a [ \n\t\u30a2\u30ab\u30a6\u30f3\u30c8\u540d: \"AI\" ; \n\t\u30e2\u30c7\u30eb\u30d7\u30ed\u30d0\u30a4\u30c0: OpenAI ; \n\tAPI \u30ad\u30fc: $APIKey_OpenAI \n]<\/pre>\n\n\n\n<p><\/p>\n\n\n\n<p>\u203b Local LLM \u3092\u4f7f\u3046\u5834\u5408\u306f\u3001\u30e2\u30c7\u30eb\u30d7\u30ed\u30d0\u30a4\u30c0\u3092\u300c\u30ab\u30b9\u30bf\u30e0\u300d\u306b\u8a2d\u5b9a\u3057\u3001\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3084 API \u30ad\u30fc\u3092 RAG \u30a2\u30ab\u30a6\u30f3\u30c8\u8a2d\u5b9a\u3068\u540c\u3058\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">RAG\u30a2\u30ab\u30a6\u30f3\u30c8\u306e\u8a2d\u5b9a<\/h3>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u300cRAG \u30a2\u30ab\u30a6\u30f3\u30c8\u8a2d\u5b9a\u300d\u30b9\u30af\u30ea\u30d7\u30c8\u30b9\u30c6\u30c3\u30d7<\/h4>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"wp-block-preformatted has-cyan-bluish-gray-background-color has-background\" style=\"font-size:16px\">RAG \u30a2\u30ab\u30a6\u30f3\u30c8\u8a2d\u5b9a [ \n\tRAG \u30a2\u30ab\u30a6\u30f3\u30c8\u540d: \"RAG\" ; \n\t\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8: \"https:\/\/\u30b5\u30fc\u30d0\u30fc\u30a2\u30c9\u30ec\u30b9\/llm\/v1\/\" ; \n\tAPI \u30ad\u30fc: \"XXXXXX\" \n]<\/pre>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">RAG \u30a2\u30ab\u30a6\u30f3\u30c8\u540d<\/mark>\uff1a<\/strong>\u4efb\u610f\u306e\u540d\u79f0\u3092\u6307\u5b9a<\/li>\n\n\n\n<li><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8<\/mark>\uff1a<\/strong>FileMaker Server \u306e Admin Console\u300cAI\u30b5\u30fc\u30d3\u30b9\u300d\u30bf\u30d6\u3067\u78ba\u8a8d\u53ef\u80fd<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"458\" src=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_002-1024x458.png\" alt=\"\" class=\"wp-image-60204\" srcset=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_002-1024x458.png 1024w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_002-300x134.png 300w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_002-768x344.png 768w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_002.png 1175w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">API \u30ad\u30fc<\/mark>\uff1a<\/strong>FileMaker Server \u306e Admin Console\u300cAI\u30b5\u30fc\u30d3\u30b9\u300d\u30bf\u30d6\u3067\u4f5c\u6210\uff08\u4f5c\u6210\u5f8c\u306f\u5fc5\u305a\u5b89\u5168\u306a\u5834\u6240\u306b\u4fdd\u5b58\uff09<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u300cAI\u30b5\u30fc\u30d3\u30b9\u300d\u30bf\u30d6\u306e\u5de6\u306e\u300c\u30e2\u30c7\u30eb\u30b5\u30fc\u30d0\u30fc\u300d\u300c\u30ad\u30fc\u300d\u300c\u30e2\u30c7\u30eb\u300d\u3068\u3044\u3046\u30e1\u30cb\u30e5\u30fc\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u306e\u300c\u30ad\u30fc\u300d\u3067\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"771\" src=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_003-1024x771.png\" alt=\"\" class=\"wp-image-60207\" srcset=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_003-1024x771.png 1024w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_003-300x226.png 300w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_003-768x578.png 768w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_003-1536x1156.png 1536w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_003-2048x1542.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u4fdd\u5b58\u3092\u3059\u308b\u3068API\u30ad\u30fc\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"338\" src=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_004-1024x338.png\" alt=\"\" class=\"wp-image-60208\" srcset=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_004-1024x338.png 1024w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_004-300x99.png 300w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_004-768x254.png 768w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_004-1536x508.png 1536w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/07\/RAG_004-2048x677.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3053\u306e\u753b\u9762\u3067\u3001\u30b3\u30d4\u30fc\u3057\u3066\u5b89\u5168\u306a\u5834\u6240\u306b\u3057\u3063\u304b\u308a\u30ad\u30fc\u3092\u4fdd\u5b58\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>\u518d\u5ea6\u8868\u793a\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u306a\u3044\u306e\u3067\u3001\u5fc5\u305a\u30b3\u30d4\u30fc\u3057\u7121\u304f\u3055\u306a\u3044\u3088\u3046\u306b\u4fdd\u7ba1\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u2461\u3000RAG\u30b9\u30da\u30fc\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u300cRAG \u51e6\u7406\u3092\u5b9f\u884c\u300d\u30b9\u30af\u30ea\u30d7\u30c8\u30b9\u30c6\u30c3\u30d7<\/h3>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"wp-block-preformatted has-cyan-bluish-gray-background-color has-background\" style=\"font-size:16px\">RAG \u51e6\u7406\u3092\u5b9f\u884c [ \n\tRAG \u30a2\u30ab\u30a6\u30f3\u30c8\u540d: \"RAG\" ; \n\t\u30b9\u30da\u30fc\u30b9 ID: \"CrTM\" ; \n\t\u51e6\u7406: \u30c7\u30fc\u30bf\u3092\u8ffd\u52a0 ; \n\tRAG \u30c7\u30fc\u30bf: \u30c6\u30ad\u30b9\u30c8\u304b\u3089 ; QandA::RAGDataText_c \n]<\/pre>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">RAG \u30a2\u30ab\u30a6\u30f3\u30c8\u540d<\/mark>:&nbsp;<\/strong>\u300cRAG \u30a2\u30ab\u30a6\u30f3\u30c8\u8a2d\u5b9a\u300d\u30b9\u30af\u30ea\u30d7\u30c8\u30b9\u30c6\u30c3\u30d7\u3067\u6307\u5b9a\u3057\u305f\u30a2\u30ab\u30a6\u30f3\u30c8\u540d<\/li>\n\n\n\n<li><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u30b9\u30da\u30fc\u30b9 ID<\/mark>:<\/strong> FileMaker Server \u306e Admin Console \u300cAI\u30b5\u30fc\u30d3\u30b9\u300d\u30bf\u30d6\u3067\u3001API\u30ad\u30fc\u306e\u767a\u884c\u6642\u306b\u6307\u5b9a\u3057\u305f\u300c\u30b9\u30da\u30fc\u30b9ID\u300d<\/li>\n\n\n\n<li><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u51e6\u7406<\/mark>:<\/strong> \u300c\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u300d\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u9001\u4fe1\u300d\u300c\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u9664\u304f\u300d\u304b\u3089\u9078\u629e\u3002\u300c\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u300d\u3092\u9078\u629e<\/li>\n\n\n\n<li><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">RAG \u30c7\u30fc\u30bf<\/mark>:<\/strong> \u300c\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u300d\u300c\u30d5\u30a1\u30a4\u30eb\u304b\u3089\u300d\u300c\u30d5\u30a1\u30a4\u30eb\u304b\u3089\uff08Async\uff09\u300d\u300c\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30d5\u30a3\u30fc\u30eb\u30c9\u304b\u3089\u300d\u300c\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30d5\u30a3\u30fc\u30eb\u30c9\u304b\u3089\uff08Async\uff09\u300d\u304b\u3089\u9078\u629e\u3002\u4eca\u56de\u306f\u300c\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u300d\u3092\u4f7f\u7528\u3057\u3001FAQ \u3092\u307e\u3068\u3081\u305f\u8a08\u7b97\u30d5\u30a3\u30fc\u30eb\u30c9\uff08\u7d0425\u30ec\u30b3\u30fc\u30c9\uff09\u3092\u9001\u4fe1<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>\u4e0a\u8a18\u306e\u3088\u3046\u306b\u3057\u3066\u3001FAQ\u306e\u30c7\u30fc\u30bf\u3092\u9023\u7d50\u3057\u305f\u8a08\u7b97\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u300125\u30ec\u30b3\u30fc\u30c9\u307b\u3069RAG\u30b9\u30da\u30fc\u30b9\u306b\u4fdd\u5b58\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>Claris FileMaker Server \u306e Windows \u74b0\u5883\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306f\u4ee5\u4e0b\u306b\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>C:\\ProgramData\\FileMaker\\Open_Source_LLM\\server\\cache\\rag.txt<\/p>\n\n\n\n<p>\u30a8\u30c7\u30a3\u30bf\u30fc\u3067\u958b\u3044\u3066\u307f\u308b\u3068\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u304c\u5909\u63db\u3055\u308c\u3066\u4fdd\u5b58\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"781\" height=\"469\" src=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_005.png\" alt=\"\" class=\"wp-image-60531\" srcset=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_005.png 781w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_005-300x180.png 300w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_005-768x461.png 768w\" sizes=\"auto, (max-width: 781px) 100vw, 781px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u2462\u3000\u8cea\u554f\u3092\u9001\u4fe1<\/h2>\n\n\n\n<p>\u6e96\u5099\u304c\u6574\u3063\u305f\u306e\u3067\u3001\u8cea\u554f\u3092\u9001\u4fe1\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u30ad\u30e3\u30d7\u30c1\u30e3\u3092\u8f09\u305b\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"472\" height=\"430\" src=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_007.png\" alt=\"\" class=\"wp-image-60532\" srcset=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_007.png 472w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_007-300x273.png 300w\" sizes=\"auto, (max-width: 472px) 100vw, 472px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u65b0\u3057\u3044\uff12\u3064\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u30b9\u30c6\u30c3\u30d7\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u69cb\u6210\u300d\u30b9\u30af\u30ea\u30d7\u30c8\u30b9\u30c6\u30c3\u30d7<\/h3>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"wp-block-preformatted has-cyan-bluish-gray-background-color has-background\" style=\"font-size:16px\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u69cb\u6210 [ \n\t\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u540d: $promptTemplateName ; \n\t\u30e2\u30c7\u30eb\u30d7\u30ed\u30d0\u30a4\u30c0: OpenAI ; \n\t\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30bf\u30a4\u30d7: RAG \u30d7\u30ed\u30f3\u30d7\u30c8 ; \n\tRAG \u30d7\u30ed\u30f3\u30d7\u30c8: $ragPrompt  &amp; \"Question: {:question:} Context: {:context:} Answer:\" \n]<\/pre>\n\n\n\n<p><\/p>\n\n\n\n<p>\u30d8\u30eb\u30d7\u306b\u306f\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306b\u8aac\u660e\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u300c\u6307\u5b9a\u3055\u308c\u305f\u30e2\u30c7\u30eb\u30d7\u30ed\u30d0\u30a4\u30c0\u304a\u3088\u3073\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3067\u304d\u308b\u5b9a\u7fa9\u6e08\u307f\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u3067\u3001\u4ed6\u306e AI \u95a2\u9023\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u30b9\u30c6\u30c3\u30d7\u3067\u540d\u524d\u3067\u4f7f\u7528\u3059\u308b\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u300d<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u540d<\/mark>\uff1a<\/strong>&#8220;ragPromptTemplate&#8221; \u3068\u3044\u3046\u540d\u524d\u3092\u300c$promptTemplateName\u300d\u5909\u6570\u306b\u5165\u308c\u3066\u3001\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u30e2\u30c7\u30eb\u30d7\u30ed\u30d0\u30a4\u30c0<\/mark>\uff1a<\/strong>\u4eca\u56de\u306f\u3001OpenAI\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u30bf\u30a4\u30d7<\/mark>\uff1a<\/strong>\u300cSQL \u30af\u30a8\u30ea\u30fc\u300d\u300c\u691c\u7d22\u6761\u4ef6\u300d\u300cRAG \u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u304b\u3089\u9078\u629e\u3002RAG\u51e6\u7406\u3067\u4f7f\u7528\u3057\u305f\u3044\u306e\u3067\u3001\u300cRAG \u30d7\u30ed\u30f3\u30d7\u30c8\u300d\u3092\u9078\u629e\u3002<\/p>\n\n\n\n<p><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">RAG \u30d7\u30ed\u30f3\u30d7\u30c8<\/mark>\uff1a<\/strong>$ragPrompt&nbsp; &amp; &#8220;Question: {:question:} Context: {:context:} Answer:&#8221;\u3068\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u300c$ragPrompt\u300d\u5909\u6570\u306b\u306f\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u305f\u305f\u3081\u3001\u5b9f\u969b\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306e\u4e2d\u8eab\u306f\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"wp-block-preformatted has-medium-font-size\"><strong>\"<mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-purple-color\">\u3042\u306a\u305f\u306f\u30b5\u30dd\u30fc\u30c8\u62c5\u5f53\u8005\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u60c5\u5831\u3092\u53c2\u8003\u306b\u3057\u3066\u3001\u3067\u304d\u308b\u3060\u3051\u6b63\u78ba\u306b\u8cea\u554f\u306b\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002\n \u3082\u3057\u7b54\u3048\u3089\u308c\u306a\u3044\u5834\u5408\u306f\u3000\u308f\u304b\u308a\u307e\u305b\u3093\u3002\u3068\u95a2\u897f\u5f01\u3067\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u305d\u306e\u5f8c\u5fc5\u6b7b\u306b\u8a00\u3044\u8a33\u3057\u3066\u4e0b\u3055\u3044\u3002\n \u56de\u7b54\u306f\u95a2\u897f\u5f01\u3067\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002Question: {:question:} Context: {:context:} Answer:<\/mark>\"<\/strong><\/pre>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u300cRAG \u51e6\u7406\u3092\u5b9f\u884c\u300d\u30b9\u30af\u30ea\u30d7\u30c8\u30b9\u30c6\u30c3\u30d7<\/h3>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"wp-block-preformatted has-cyan-bluish-gray-background-color has-background\" style=\"font-size:16px\">RAG \u51e6\u7406\u3092\u5b9f\u884c [ \n\tRAG \u30a2\u30ab\u30a6\u30f3\u30c8\u540d: \"RAG\" ; \n\t\u30b9\u30da\u30fc\u30b9 ID: \"CrTM\" ; \n\t\u51e6\u7406: \u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u9001\u4fe1 ; $question ; \n\tAI \u30a2\u30ab\u30a6\u30f3\u30c8\u540d: \"AI\" ; \n\t\u30e2\u30c7\u30eb: \"gpt-4.1\" ; \n\t\u30b9\u30c8\u30ea\u30fc\u30e0: \u30aa\u30f3 ; \n\t\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u540d: $promptTemplateName ; \n\t\u5fdc\u7b54\u306e\u30bf\u30fc\u30b2\u30c3\u30c8: Global::Answer_g \n]<\/pre>\n\n\n\n<p><\/p>\n\n\n\n<p>\u300cRAG \u51e6\u7406\u3092\u5b9f\u884c\u300d\u30b9\u30af\u30ea\u30d7\u30c8\u30b9\u30c6\u30c3\u30d7\u3092\u300c\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u300d\u51e6\u7406\u3067\u4f7f\u7528\u3057\u307e\u3057\u305f\u304c\u3001\u4eca\u56de\u306f\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u9001\u4fe1\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u51e6\u7406\u4ee5\u964d\u306e\u5f15\u6570\u3092\u78ba\u8a8d\u3057\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u51e6\u7406: \u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u9001\u4fe1 <\/mark><\/strong>: $question&nbsp;<\/p>\n\n\n\n<p>\u300c$question\u300d\u5909\u6570\u306b\u306f\u3001\u300c\u7d4c\u8cbb\u7cbe\u7b97\u306e\u7533\u8acb\u65b9\u6cd5\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002\u300d\u3068\u3044\u3046\u8cea\u554f\u304c\u5165\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">AI \u30a2\u30ab\u30a6\u30f3\u30c8\u540d<\/mark>:<\/strong> \u300cAI\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u8a2d\u5b9a\u300d\u30b9\u30af\u30ea\u30d7\u30c8\u30b9\u30c6\u30c3\u30d7\u3067\u6307\u5b9a\u3057\u305f\u30a2\u30ab\u30a6\u30f3\u30c8\u540d\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u30e2\u30c7\u30eb<\/mark>:<\/strong> \u4f7f\u7528\u3059\u308bLLM\u306e\u30e2\u30c7\u30eb\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u30b9\u30c8\u30ea\u30fc\u30e0<\/mark>:<\/strong> \u300c\u30aa\u30f3\u300dor\u300c\u30aa\u30d5\u300d\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u540d<\/mark>:<\/strong> \u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u69cb\u6210\u300d\u30b9\u30af\u30ea\u30d7\u30c8\u30b9\u30c6\u30c3\u30d7\u3067\u6307\u5b9a\u3057\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u540d\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u306f\u3001\u5148\u7a0b\u306e\u3088\u3046\u306a\u5185\u5bb9\u3067\u3057\u305f\u304c\u3001<\/p>\n\n\n\n<p>&#8220;\u3042\u306a\u305f\u306f\u30b5\u30dd\u30fc\u30c8\u62c5\u5f53\u8005\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u60c5\u5831\u3092\u30fb\u30fb\u30fb\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002Question: {:question:} Context: {:context:} Answer:&#8221;<\/p>\n\n\n\n<p>\u3053\u306e\u300c{:question:}\u300d\u90e8\u5206\u306b\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u9001\u4fe1\u5f15\u6570\u3067\u3001\u8a2d\u5b9a\u3057\u305f$question \u304c\u5165\u308a\u3001<\/p>\n\n\n\n<p>\u300c{:context:}\u300d\u306b\u306f\u3001RAG\u30b9\u30da\u30fc\u30b9\u306b\u4fdd\u5b58\u3057\u305f\u60c5\u5831\u306e\u4e2d\u304b\u3089\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u3068\u601d\u308f\u308c\u308b\u60c5\u5831\u3092\u691c\u7d22\u3057\u3066\u304d\u305f\u5185\u5bb9\u304c\u5165\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u5fdc\u7b54\u306e\u30bf\u30fc\u30b2\u30c3\u30c8<\/mark>:<\/strong> \u300cGlobal::Answer_g\u300d\u30b0\u30ed\u30fc\u30d0\u30eb\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u8a2d\u5b9a\u3057\u307e\u3057\u305f\u3002\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u30aa\u30f3\u306b\u3057\u3066\u3042\u308b\u306e\u3067\u3001AI\u3089\u3057\u304f\u8a00\u8449\u3092\u4e26\u3079\u3066\u3044\u304f\u3088\u3046\u306a\u52d5\u4f5c\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"696\" src=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_006-1024x696.png\" alt=\"\" class=\"wp-image-60543\" srcset=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_006-1024x696.png 1024w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_006-300x204.png 300w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_006-768x522.png 768w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_006-1536x1044.png 1536w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_006-2048x1392.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u5b9f\u884c\u3059\u308b\u3068\u3001\u3053\u306e\u3088\u3046\u306b\u8fd4\u7b54\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u5b9f\u969b\u306b\u3069\u306e\u3088\u3046\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u9001\u4fe1\u3057\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u3068\u3001OpenAI API \u306e\u753b\u9762\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>OpenAI API \u306b\u30ed\u30b0\u30a4\u30f3\u3057\u3001\u300cDashboard\u300d\u306e\u300cLogs\u300d\u30e1\u30cb\u30e5\u30fc\u3092\u958b\u304f\u3068\u3001\u9001\u4fe1\u3055\u308c\u305f\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u78ba\u8a8d\u3057\u3066\u307f\u305f\u3068\u3053\u308d\u3001\u30ad\u30e3\u30d7\u30c1\u30e3\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"669\" src=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_008-1024x669.png\" alt=\"\" class=\"wp-image-60544\" srcset=\"https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_008-1024x669.png 1024w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_008-300x196.png 300w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_008-768x502.png 768w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_008-1536x1003.png 1536w, https:\/\/ywc.com\/filemaker\/wp-content\/uploads\/2025\/08\/RAG_008-2048x1338.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><mark style=\"background-color:#ffffff\" class=\"has-inline-color has-vivid-red-color\">&#8220;\u3042\u306a\u305f\u306f\u30b5\u30dd\u30fc\u30c8\u62c5\u5f53\u8005\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u60c5\u5831\u3092\u30fb\u30fb\u30fb\u7b54\u3048\u3066\u304f\u3060\u3055\u3044\u3002Question: {:question:} Context: {:context:} Answer:&#8221;<\/mark>\u306e\u3001<\/p>\n\n\n\n<p>\u300c{:question:}\u300d\u90e8\u5206\u304c\u300cQuestion: {\u7d4c\u8cbb\u7cbe\u7b97\u306e\u7533\u8acb\u65b9\u6cd5\u3092\u6559\u3048\u3066\u304f\u3060\u3055\u3044\u3002}\u300d\u3068\u306a\u3063\u3066\u3044\u3066\u3001<\/p>\n\n\n\n<p>\u300c{:context:}\u300d\u306b\u306f\u3001Context: {[&#8220;No.1, Question: \u30fb\u30fb\u30fb \u9000\u8077\u65e5\u307e\u3067\u306b\u696d\u52d9\u306e\u5f15\u7d99\u304e\u3092\u5b8c\u4e86\u3057\u3066\u304f\u3060\u3055\u3044&#8221;]}&nbsp;<\/p>\n\n\n\n<p>\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Context\u306b\u3001RAG\u30b9\u30da\u30fc\u30b9\u306e\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u793e\u5185\u696d\u52d9\u306e\u60c5\u5831\u304c\u5165\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u305d\u306e\u60c5\u5831\u3092\u3082\u3068\u306b\u3001\u56de\u7b54\u3092\u751f\u6210\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u6ce8\u610f\u70b9<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>OpenAI API \u3092\u4f7f\u3046\u5834\u5408\u3001RAG \u30c7\u30fc\u30bf\u3082\u30d7\u30ed\u30f3\u30d7\u30c8\u3068\u5171\u306b\u5916\u90e8\u9001\u4fe1\u3055\u308c\u308b\u305f\u3081\u3001\u60c5\u5831\u7ba1\u7406\u306b\u6ce8\u610f<\/li>\n\n\n\n<li>Local LLM \u3092\u4f7f\u3048\u3070\u5916\u90e8\u9001\u4fe1\u306f\u4e0d\u8981\u3067\u3059\u304c\u3001\u9ad8\u30b9\u30da\u30c3\u30af\u30b5\u30fc\u30d0\u30fc\u304c\u5fc5\u8981<\/li>\n<\/ul>\n\n\n\n<p>OpenAI API\u3092\u4f7f\u3046\u3068\u3001Claris FileMaker Server\u306b\u8ffd\u52a0\u3057\u305fRAG\u30c7\u30fc\u30bf\u3082\u4e00\u7dd2\u306b\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u9001\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u305d\u306e\u70b9\u3092\u7406\u89e3\u3057\u3066\u304a\u304f\u3068\u826f\u3044\u3067\u3057\u3087\u3046\u3002Local LLM\u30b5\u30fc\u30d0\u30fc\u3067RAG\u3092\u4f7f\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u3092\u5916\u306b\u51fa\u3059\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u30b5\u30fc\u30d0\u30fc\u306e\u30b9\u30da\u30c3\u30af\u306f\u304b\u306a\u308a\u9ad8\u3044\u30b9\u30da\u30c3\u30af\u304c\u8981\u6c42\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Claris FileMaker 2025 \u52d5\u4f5c\u74b0\u5883<\/strong><\/h2>\n\n\n\n<p><a href=\"https:\/\/support.claris.com\/s\/article\/Claris-FileMaker-2025-%E5%8B%95%E4%BD%9C%E7%92%B0%E5%A2%83?language=ja\" target=\"_blank\" rel=\"noopener\" title=\"\">Claris FileMaker 2025 \u52d5\u4f5c\u74b0\u5883<\/a><br>\uff08<a href=\"https:\/\/support.claris.com\/s\/article\/Claris-FileMaker-2025-%E5%8B%95%E4%BD%9C%E7%92%B0%E5%A2%83?language=ja\" target=\"_blank\" rel=\"noopener\" title=\"https:\/\/support.claris.com\/s\/article\/Claris-FileMaker-2025-\u52d5\u4f5c\u74b0\u5883??language=ja\">https:\/\/support.claris.com\/s\/article\/Claris-FileMaker-2025-%E5%8B%95%E4%BD%9C%E7%92%B0%E5%A2%83?language=ja<\/a>\uff09<\/p>\n\n\n\n<p>\u4e0a\u8a18\u3001\u52d5\u4f5c\u74b0\u5883\u306e\u4e2d\u306b\u4e0b\u8a18\u9805\u76ee\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u30e2\u30c7\u30eb\u306e\u30b5\u30dd\u30fc\u30c8\u306e\u5fc5\u8981\u6761\u4ef6<\/strong><\/li>\n\n\n\n<li><strong>\u30d9\u30af\u30c8\u30eb\u57cb\u3081\u8fbc\u307f\u304a\u3088\u3073\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u30b5\u30dd\u30fc\u30c8\u306e\u5fc5\u8981\u6761\u4ef6<\/strong><\/li>\n\n\n\n<li><strong>AI \u30e2\u30c7\u30eb\u30b5\u30fc\u30d0\u30fc\u306e\u5fc5\u9808\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2<\/strong><\/li>\n<\/ul>\n\n\n\n<p>AI\u95a2\u9023\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u95a2\u3059\u308b\u52d5\u4f5c\u74b0\u5883\u304c\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u78ba\u8a8d\u3057\u3066\u304a\u304f\u306e\u304c\u3044\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h1>\n\n\n\n<p>Claris FileMaker 2025 \u306b\u642d\u8f09\u3055\u308c\u305f RAG\uff08Retrieval-Augmented Generation\uff09\u6a5f\u80fd\u306f\u3001\u30ab\u30b9\u30bf\u30e0 App \u5185\u306e PDF \u3084\u30c6\u30ad\u30b9\u30c8\u306a\u3069\u306e\u60c5\u5831\u3092\u6d3b\u7528\u3057\u3001\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u304c\u672c\u6765\u77e5\u3089\u306a\u3044\u4f01\u696d\u5185\u90e8\u306e\u60c5\u5831\u306b\u3064\u3044\u3066\u3082\u3001\u6b63\u78ba\u306b\u56de\u7b54\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u5f37\u529b\u306a\u6a5f\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4eca\u56de\u3054\u7d39\u4ecb\u3057\u305f\u3088\u3046\u306b\u3001RAG \u30b9\u30da\u30fc\u30b9\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u767b\u9332\u3057\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u6700\u65b0\u304b\u3064\u72ec\u81ea\u306e\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u8aa4\u60c5\u5831\uff08\u30cf\u30eb\u30b7\u30cd\u30fc\u30b7\u30e7\u30f3\uff09\u306e\u767a\u751f\u3092\u6291\u3048\u306a\u304c\u3089\u3001\u30e2\u30c7\u30eb\u306e\u518d\u5b66\u7fd2\u306a\u3057\u306b\u696d\u52d9\u306b\u76f4\u7d50\u3057\u305f\u56de\u7b54\u3092\u5f97\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305c\u3072 RAG \u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3066\u3001\u3088\u308a\u9ad8\u5ea6\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044 AI \u7d71\u5408\u578b\u30ab\u30b9\u30bf\u30e0 App \u306e\u69cb\u7bc9\u306b\u6311\u6226\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>RAG\uff08Retrieval Augmented Generation\uff1a\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u307f\u305f Claris FileMaker 2025 \u3067\u5f85\u671b\u306eRAG\u6a5f\u80fd\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3057\u305f\u3002 RAG\u306b\u3064\u3044\u3066\u306e\u524d\u56de\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001\u3053 [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":61882,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[738],"tags":[719],"class_list":["post-60190","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-claris-filemaker-2025","tag-ai"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/ywc.com\/filemaker\/index.php?rest_route=\/wp\/v2\/posts\/60190","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ywc.com\/filemaker\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ywc.com\/filemaker\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ywc.com\/filemaker\/index.php?rest_route=\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/ywc.com\/filemaker\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=60190"}],"version-history":[{"count":66,"href":"https:\/\/ywc.com\/filemaker\/index.php?rest_route=\/wp\/v2\/posts\/60190\/revisions"}],"predecessor-version":[{"id":61901,"href":"https:\/\/ywc.com\/filemaker\/index.php?rest_route=\/wp\/v2\/posts\/60190\/revisions\/61901"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ywc.com\/filemaker\/index.php?rest_route=\/wp\/v2\/media\/61882"}],"wp:attachment":[{"href":"https:\/\/ywc.com\/filemaker\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=60190"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ywc.com\/filemaker\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=60190"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ywc.com\/filemaker\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=60190"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}