{"id":47158,"date":"2026-08-14T14:02:48","date_gmt":"2026-08-14T05:02:48","guid":{"rendered":"https:\/\/www.ripla.co.jp\/blog\/?p=47158"},"modified":"2026-10-23T20:31:19","modified_gmt":"2026-10-23T11:31:19","slug":"graph-rag","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/system\/graph-rag\/","title":{"rendered":"\u30b0\u30e9\u30d5RAG\u3068\u306f\uff1f\u4ed5\u7d44\u307f\u30fb\u6d3b\u7528\u65b9\u6cd5\u30fb\u6ce8\u610f\u70b9\u3092\u89e3\u8aac"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30b0\u30e9\u30d5RAG\u306f\u3001\u6587\u66f8\u304b\u3089\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u95a2\u4fc2\u3092\u53d6\u308a\u51fa\u3057\u3066\u77e5\u8b58\u30b0\u30e9\u30d5\u306b\u6574\u7406\u3057\u3001\u95a2\u4fc2\u3092\u305f\u3069\u3063\u3066\u691c\u7d22\u62e1\u5f35\u751f\u6210\u3092\u884c\u3046\u624b\u6cd5\u3067\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u696d\u52d9\u3067\u4f7f\u3046\u306b\u306f\u3001\u5165\u529b\u306e\u7bc4\u56f2\u3001\u671f\u5f85\u3059\u308b\u51fa\u529b\u3001\u5931\u6557\u6642\u306e\u6271\u3044\u3092\u6c7a\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u540d\u79f0\u304c\u4f3c\u305f\u6280\u8853\u3067\u3082\u3001\u5bfe\u8c61\u30c7\u30fc\u30bf\u3084\u66f4\u65b0\u983b\u5ea6\u3001\u5229\u7528\u8005\u306e\u6a29\u9650\u306b\u3088\u3063\u3066\u8a2d\u8a08\u306f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-dl-link wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">AI\u99c6\u52d5\u958b\u767a\u306e\u57fa\u672c\u3084\u5de5\u7a0b\u3054\u3068\u306e\u6d3b\u7528\u65b9\u6cd5\u3001\u8cbb\u7528\u30fb\u671f\u9593\u3078\u306e\u5f71\u97ff\u306b\u3064\u3044\u3066\u306f\u3001<a href=\"https:\/\/www.ripla.co.jp\/download\/11\">\u7121\u6599\u30db\u30ef\u30a4\u30c8\u30da\u30fc\u30d1\u30fc\u300c\u30102026\u5e74\u6700\u65b0\u7248\u3011AI\u99c6\u52d5\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9\u30d6\u30c3\u30af\u300d<\/a>\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"graph-rag-overview\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u30b0\u30e9\u30d5RAG\u3068\u306f\uff1f\u77e5\u8b58\u30b0\u30e9\u30d5\u3067\u95a2\u4fc2\u6027\u3092\u691c\u7d22\u3059\u308bRAG\u306e\u4ed5\u7d44\u307f<\/strong><\/h2>\n\n<figure class=\"wp-block-image aligncenter size-full\" style=\"max-width:640px;margin:24px auto;\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"76705\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/image-1-1533\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-1-1533.webp\" data-orig-size=\"1672,941\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"\u30b0\u30e9\u30d5RAG\u306f\u6587\u66f8\u30fb\u77e5\u8b58\u30b0\u30e9\u30d5\u30fb\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30fb\u95a2\u4fc2\u30fb\u691c\u7d22\u62e1\u5f35\u751f\u6210\u3092\u3064\u306a\u3050\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;\u95a2\u4fc2\u6027\u3092\u305f\u3069\u308b\u69cb\u6210\u3092\u4e00\u679a\u3067\u6574\u7406&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-1-1533-1024x576.webp\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-1-1533.webp\" alt=\"\u6587\u66f8\u3092\u77e5\u8b58\u30b0\u30e9\u30d5\u306b\u6574\u7406\u3057\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u95a2\u4fc2\u3092\u305f\u3069\u3063\u3066\u691c\u7d22\u62e1\u5f35\u751f\u6210\u3092\u884c\u3046\u30b0\u30e9\u30d5RAG\u306e\u95a2\u4fc2\u56f3\" title=\"\u30b0\u30e9\u30d5RAG\u306f\u6587\u66f8\u30fb\u77e5\u8b58\u30b0\u30e9\u30d5\u30fb\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30fb\u95a2\u4fc2\u30fb\u691c\u7d22\u62e1\u5f35\u751f\u6210\u3092\u3064\u306a\u3050\" class=\"wp-image-76705\" width=\"1672\" height=\"941\" style=\"display:block;width:100%;height:auto;max-width:640px;\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-1-1533.webp 1672w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-1-1533-300x169.webp 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-1-1533-1024x576.webp 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-1-1533-768x432.webp 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-1-1533-1536x864.webp 1536w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><figcaption class=\"wp-element-caption\" style=\"font-size:12px;line-height:1.6;color:#777;margin-top:8px;text-align:center;\">\u95a2\u4fc2\u6027\u3092\u305f\u3069\u308b\u69cb\u6210\u3092\u4e00\u679a\u3067\u6574\u7406<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u77e5\u8b58\u30b0\u30e9\u30d5\u3067\u306f\u3001\u6587\u66f8\u4e2d\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u540c\u58eb\u304c\u95a2\u4fc2\u3067\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u30b0\u30e9\u30d5RAG\u306f\u3001\u305d\u306e\u3064\u306a\u304c\u308a\u3092\u305f\u3069\u3063\u3066\u691c\u7d22\u62e1\u5f35\u751f\u6210\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5c0e\u5165\u524d\u306b\u306f\u3001\u4eca\u306e\u624b\u4f5c\u696d\u3084\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3067\u56f0\u3063\u3066\u3044\u308b\u70b9\u3092\u8a18\u9332\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067\u3001\u7528\u8a9e\u306e\u610f\u5473\u3060\u3051\u3067\u306a\u304f\u3001\u4f55\u3092\u5165\u529b\u3068\u3057\u3066\u3001\u3069\u306e\u51e6\u7406\u3092\u884c\u3044\u3001\u8ab0\u306b\u3069\u306e\u7d50\u679c\u3092\u8fd4\u3059\u306e\u304b\u3092\u3001\u5883\u754c\u3092\u6c7a\u3081\u3066\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u5165\u529b\u3068\u51fa\u529b\u306e\u4f8b\u3092\u7528\u610f\u3059\u308b\u3068\u3001\u5b9f\u88c5\u8005\u3068\u5229\u7528\u8005\u306e\u8a8d\u8b58\u3092\u305d\u308d\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30b0\u30e9\u30d5RAG\u306f\u3001\u5358\u4e00\u30c1\u30e3\u30f3\u30af\u306e\u985e\u4f3c\u5ea6\u3060\u3051\u3067\u306f\u62fe\u3044\u306b\u304f\u3044\u95a2\u4fc2\u6027\u3001\u7d4c\u8def\u3001\u5168\u4f53\u50cf\u3092\u56de\u7b54\u306b\u53cd\u6620\u3059\u308b\u305f\u3081\u306e\u6280\u8853\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u7cbe\u5ea6\u3060\u3051\u3092\u8ffd\u3046\u3068\u3001\u30b3\u30b9\u30c8\u3001\u9045\u5ef6\u3001\u76e3\u67fb\u3001\u4f8b\u5916\u51e6\u7406\u304c\u5f8c\u56de\u3057\u306b\u306a\u308a\u304c\u3061\u3067\u3059\u3002\u305d\u3053\u3067\u3001\u76ee\u7684\u306f\u4e00\u3064\u306b\u7d5e\u308a\u3001\u6210\u529f\u6761\u4ef6\u3068\u5bfe\u8c61\u5916\u306e\u6761\u4ef6\u3092\u5148\u306b\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u307e\u305f\u3001\u51fa\u529b\u304c\u63a8\u5b9a\u3084\u751f\u6210\u3067\u3042\u308b\u5834\u5408\u306f\u3001\u7d50\u679c\u3092\u4e8b\u5b9f\u3068\u3057\u3066\u6271\u3048\u308b\u7bc4\u56f2\u3092\u660e\u793a\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u4eba\u304c\u78ba\u8a8d\u3059\u308b\u5de5\u7a0b\u3001\u6839\u62e0\u3092\u4fdd\u5b58\u3059\u308b\u5de5\u7a0b\u3001\u8aa4\u308a\u3092\u8a02\u6b63\u3059\u308b\u5de5\u7a0b\u3092\u8a2d\u8a08\u306b\u542b\u3081\u308b\u3068\u3001\u8a66\u4f5c\u304b\u3089\u672c\u756a\u3078\u306e\u79fb\u884c\u304c\u5b89\u5b9a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"graph-rag-background\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u30b0\u30e9\u30d5RAG\u304c\u5fc5\u8981\u306b\u306a\u308b\u80cc\u666f\u3068\u89e3\u6c7a\u3067\u304d\u308b\u8ab2\u984c<\/strong><\/h2>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5f93\u6765\u306e\u65b9\u6cd5\u3067\u306f\u3001\u5165\u529b\u5f62\u5f0f\u304c\u308f\u305a\u304b\u306b\u5909\u308f\u308b\u3060\u3051\u3067\u51e6\u7406\u304c\u6b62\u307e\u308b\u3053\u3068\u304c\u3042\u308a\u3001\u62c5\u5f53\u8005\u3054\u3068\u306b\u5224\u65ad\u3082\u63fa\u308c\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30b0\u30e9\u30d5RAG\u306f\u3001\u5358\u4e00\u30c1\u30e3\u30f3\u30af\u306e\u985e\u4f3c\u5ea6\u3060\u3051\u3067\u306f\u62fe\u3044\u306b\u304f\u3044\u95a2\u4fc2\u6027\u3001\u7d4c\u8def\u3001\u5168\u4f53\u50cf\u3092\u56de\u7b54\u306b\u53cd\u6620\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u3046\u3057\u305f\u5224\u65ad\u306e\u63fa\u308c\u3092\u6e1b\u3089\u3059\u9078\u629e\u80a2\u306b\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u66d6\u6627\u306a\u5165\u529b\u3092\u305d\u306e\u307e\u307e\u6b63\u89e3\u306b\u5909\u3048\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5bfe\u8c61\u696d\u52d9\u3092\u5206\u89e3\u3059\u308b\u3068\u3001\u4f01\u696d\u8abf\u67fb\u3084\u969c\u5bb3\u539f\u56e0\u306e\u5206\u6790\u306b\u9069\u7528\u3067\u304d\u308b\u5834\u9762\u304c\u898b\u3064\u304b\u308a\u307e\u3059\u3002\u898f\u7a0b\u306e\u95a2\u4fc2\u78ba\u8a8d\u3084\u3001\u8907\u6570\u6587\u66f8\u306b\u307e\u305f\u304c\u308b\u8981\u7d04\u3082\u3001\u9069\u7528\u306e\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u305d\u306e\u3046\u3048\u3067\u3001\u5229\u7528\u8005\u3068\u30c7\u30fc\u30bf\u306e\u6a5f\u5bc6\u6027\u3092\u6574\u7406\u3057\u3001\u51e6\u7406\u306e\u983b\u5ea6\u3084\u8aa4\u308a\u306e\u5f71\u97ff\u3092\u4e00\u89a7\u306b\u3057\u307e\u3059\u3002\u52b9\u679c\u304c\u5927\u304d\u304f\u3001\u30ea\u30b9\u30af\u3092\u7ba1\u7406\u3057\u3084\u3059\u3044\u7bc4\u56f2\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u4eba\u306e\u5224\u65ad\u3092\u7f6e\u304d\u63db\u3048\u308b\u306e\u304b\u3001\u5224\u65ad\u6750\u6599\u3092\u5897\u3084\u3059\u306e\u304b\u306b\u3088\u3063\u3066\u3001\u8981\u4ef6\u306f\u5909\u308f\u308a\u307e\u3059\u3002\u5224\u65ad\u6750\u6599\u3092\u5897\u3084\u3059\u5834\u5408\u306f\u4e0d\u78ba\u5b9f\u6027\u3084\u6839\u62e0\u3092\u8868\u793a\u3057\u3001\u4e00\u65b9\u3067\u4eba\u306e\u5224\u65ad\u3092\u7f6e\u304d\u63db\u3048\u308b\u5834\u5408\u306f\u3001\u8aa4\u64cd\u4f5c\u3092\u6b62\u3081\u308b\u627f\u8a8d\u3084\u6a29\u9650\u5206\u96e2\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n\n\n\n<div class=\"wp-block-group article-point-box is-layout-flow wp-block-group-is-layout-flow\" style=\"border-color:#d7edf8;border-width:1px;border-style:solid;border-radius:2px;margin-top:24px;margin-bottom:24px;overflow:hidden;\">\n\n<p class=\"article-point-box__header wp-block-paragraph\" style=\"background-color:#2083c7;color:#fff;text-align:center;padding:10px 12px;margin:0;font-size:18px;line-height:1.5;font-weight:700;\"><strong>\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"background-color:#fff;padding:16px;margin:0;font-size:18px;line-height:1.9;\">\u5224\u65ad\u304c\u62c5\u5f53\u8005\u306b\u3088\u3063\u3066\u63fa\u308c\u308b\u696d\u52d9\u306e\u3046\u3061\u3001\u8aa4\u308a\u306e\u5f71\u97ff\u3092\u7ba1\u7406\u3067\u304d\u308b\u7bc4\u56f2\u304b\u3089\u9078\u3073\u307e\u3059\u3002\u4eba\u306e\u5224\u65ad\u3092\u7f6e\u304d\u63db\u3048\u308b\u306e\u304b\u3001\u5224\u65ad\u6750\u6599\u3092\u5897\u3084\u3059\u306e\u304b\u306f\u3001\u8981\u4ef6\u3092\u6c7a\u3081\u308b\u524d\u306b\u5b9a\u3081\u307e\u3059\u3002<\/p>\n\n<\/div>\n\n\n\n<h2 id=\"graph-rag-mechanism\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u30b0\u30e9\u30d5RAG\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f<\/strong><\/h2>\n\n<figure class=\"wp-block-image aligncenter size-full\" style=\"max-width:640px;margin:24px auto;\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"76706\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/image-2-1537\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-2-1537.webp\" data-orig-size=\"1672,941\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"\u30b0\u30e9\u30d5RAG\u306e\u51e6\u7406\u3092\u5165\u529b\u304b\u3089\u51fa\u529b\u307e\u3067\u306e\u6bb5\u968e\u3067\u6574\u7406\u3057\u305f\u56f3\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;\u9014\u4e2d\u306e\u8a08\u7b97\u7d50\u679c\u3068\u5224\u5b9a\u6761\u4ef6\u3092\u6b8b\u3059\u8996\u70b9&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-2-1537-1024x576.webp\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-2-1537.webp\" alt=\"\u5165\u529b\u3001\u5909\u63db\u3001\u63a8\u8ad6\u3001\u691c\u8a3c\u3001\u51fa\u529b\u306b\u5206\u3051\u305f\u30b0\u30e9\u30d5RAG\u306e\u57fa\u672c\u51e6\u7406\u3092\u4e0a\u4e0b\u306b\u793a\u3059\u56f3\" title=\"\u30b0\u30e9\u30d5RAG\u306e\u51e6\u7406\u3092\u5165\u529b\u304b\u3089\u51fa\u529b\u307e\u3067\u306e\u6bb5\u968e\u3067\u6574\u7406\u3057\u305f\u56f3\" class=\"wp-image-76706\" width=\"1672\" height=\"941\" style=\"display:block;width:100%;height:auto;max-width:640px;\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-2-1537.webp 1672w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-2-1537-300x169.webp 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-2-1537-1024x576.webp 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-2-1537-768x432.webp 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-2-1537-1536x864.webp 1536w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><figcaption class=\"wp-element-caption\" style=\"font-size:12px;line-height:1.6;color:#777;margin-top:8px;text-align:center;\">\u9014\u4e2d\u306e\u8a08\u7b97\u7d50\u679c\u3068\u5224\u5b9a\u6761\u4ef6\u3092\u6b8b\u3059\u8996\u70b9<\/figcaption><\/figure>\n\n\n\n<h3 id=\"graph-rag-mechanism-1\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3;padding-left:16px;\"><strong>\u5bfe\u8c61\u7bc4\u56f2\u3068\u524d\u63d0\u306e\u56fa\u5b9a<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u6700\u521d\u306b\u3001\u5bfe\u8c61\u30c7\u30fc\u30bf\u306e\u5358\u4f4d\u3001\u671f\u9593\u3001\u5f62\u5f0f\u3001\u6b20\u640d\u3001\u5229\u7528\u3067\u304d\u308b\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u30b0\u30e9\u30d5RAG\u3067\u306f\u3001\u5bfe\u8c61\u7bc4\u56f2\u3084\u524d\u51e6\u7406\u306e\u9055\u3044\u304c\u7d50\u679c\u306b\u76f4\u63a5\u5f71\u97ff\u3059\u308b\u305f\u3081\u3001\u6761\u4ef6\u3068\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u8a18\u9332\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5165\u529b\u3084\u89b3\u6e2c\u5024\u304c\u6b20\u3051\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u6b20\u640d\u306e\u7406\u7531\u3068\u6271\u3044\u3092\u8a18\u9332\u3057\u307e\u3059\u3002\u9664\u5916\u3084\u88dc\u6b63\u3092\u884c\u3046\u3068\u304d\u306f\u3001\u5bfe\u8c61\u6761\u4ef6\u3092\u660e\u793a\u3057\u305f\u3046\u3048\u3067\u3001\u7d50\u679c\u304c\u7279\u5b9a\u306e\u30b0\u30eb\u30fc\u30d7\u3078\u504f\u3063\u3066\u3044\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n<h3 id=\"graph-rag-mechanism-2\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3;padding-left:16px;\"><strong>\u51e6\u7406\u306e\u4e2d\u5fc3\u3068\u4e2d\u9593\u7d50\u679c\u306e\u4fdd\u5b58<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u6587\u66f8\u304b\u3089\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u95a2\u4fc2\u3092\u62bd\u51fa\u3057\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3084\u8981\u7d04\u3092\u4f5c\u6210\u3057\u305f\u3046\u3048\u3067\u3001\u8cea\u554f\u306b\u5fdc\u3058\u3066\u691c\u7d22\u3057\u307e\u3059\u3002\u9014\u4e2d\u306e\u8a08\u7b97\u7d50\u679c\u3001\u62bd\u51fa\u9805\u76ee\u3001\u5224\u5b9a\u6761\u4ef6\u306a\u3069\u3092\u9069\u5207\u306a\u7c92\u5ea6\u3067\u4fdd\u5b58\u3057\u3066\u304a\u304f\u3068\u3001\u5931\u6557\u306e\u539f\u56e0\u3092\u5207\u308a\u5206\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5168\u30c7\u30fc\u30bf\u3092\u7121\u671f\u9650\u306b\u4fdd\u5b58\u3057\u306a\u3044\u3088\u3046\u3001\u4fdd\u5b58\u671f\u9593\u3068\u3001\u500b\u4eba\u60c5\u5831\u3084\u79d8\u5bc6\u60c5\u5831\u306e\u30de\u30b9\u30ad\u30f3\u30b0\u65b9\u91dd\u3092\u6c7a\u3081\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u51e6\u7406\u306f\u4e00\u3064\u306e\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u306b\u305b\u305a\u3001\u5165\u529b\u304b\u3089\u51fa\u529b\u307e\u3067\u3092\u3001\u5909\u63db\u3001\u63a8\u8ad6\u3001\u691c\u8a3c\u306e\u6bb5\u968e\u306b\u5206\u3051\u307e\u3059\u3002\u5404\u6bb5\u968e\u306b\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3068\u4e0a\u9650\u3092\u7f6e\u3051\u3070\u3001\u60f3\u5b9a\u5916\u306e\u30eb\u30fc\u30d7\u3084\u6025\u6fc0\u306a\u30b3\u30b9\u30c8\u5897\u3092\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n<h3 id=\"graph-rag-mechanism-3\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3;padding-left:16px;\"><strong>\u51fa\u529b\u306e\u691c\u8a3c\u3068\u4eba\u3078\u306e\u5f15\u304d\u6e21\u3057<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u51fa\u529b\u306f\u3001\u8868\u793a\u3059\u308b\u524d\u306b\u30b9\u30ad\u30fc\u30de\u3068\u5fc5\u9808\u9805\u76ee\u3092\u691c\u67fb\u3057\u3001\u5024\u306e\u7bc4\u56f2\u3068\u53c2\u7167\u5143\u3082\u78ba\u304b\u3081\u307e\u3059\u3002\u691c\u67fb\u306b\u5931\u6557\u3057\u305f\u3068\u304d\u306f\u3001\u88dc\u6b63\u3092\u7121\u9650\u306b\u7e70\u308a\u8fd4\u3055\u305a\u3001\u518d\u8a66\u884c\u306e\u56de\u6570\u3092\u5236\u9650\u3057\u3066\u5b89\u5168\u306a\u30a8\u30e9\u30fc\u306b\u5207\u308a\u66ff\u3048\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u6700\u7d42\u5229\u7528\u8005\u304c\u78ba\u8a8d\u3059\u3079\u304d\u7b87\u6240\u306f\u660e\u793a\u3057\u3001\u627f\u8a8d\u524d\u306f\u5916\u90e8\u9001\u4fe1\u3084\u66f4\u65b0\u3092\u5b9f\u884c\u3067\u304d\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u627f\u8a8d\u8005\u3084\u6642\u523b\u3001\u5165\u529b\u306e\u8b58\u5225\u5b50\u3001\u4f7f\u7528\u3057\u305f\u30c7\u30fc\u30bf\u3084\u624b\u9806\u3092\u76e3\u67fb\u30ed\u30b0\u306b\u6b8b\u3059\u3068\u3001\u5f8c\u304b\u3089\u5224\u65ad\u3092\u518d\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n\n\n<div class=\"wp-block-group article-point-box is-layout-flow wp-block-group-is-layout-flow\" style=\"border-color:#d7edf8;border-width:1px;border-style:solid;border-radius:2px;margin-top:24px;margin-bottom:24px;overflow:hidden;\">\n\n<p class=\"article-point-box__header wp-block-paragraph\" style=\"background-color:#2083c7;color:#fff;text-align:center;padding:10px 12px;margin:0;font-size:18px;line-height:1.5;font-weight:700;\"><strong>\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"background-color:#fff;padding:16px;margin:0;font-size:18px;line-height:1.9;\">\u51e6\u7406\u3092\u6bb5\u968e\u306b\u5206\u3051\u3001\u9014\u4e2d\u306e\u7d50\u679c\u3068\u5224\u5b9a\u6761\u4ef6\u3092\u6b8b\u305b\u308b\u304b\u3092\u898b\u307e\u3059\u3002\u691c\u67fb\u306b\u5931\u6557\u3057\u305f\u3068\u304d\u306b\u3001\u5b89\u5168\u306b\u6b62\u3081\u3066\u4eba\u3078\u6e21\u305b\u308b\u304b\u3069\u3046\u304b\u3082\u3001\u8a2d\u8a08\u3092\u898b\u308b\u3046\u3048\u3067\u306e\u76ee\u5b89\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<\/div>\n\n\n\n<h2 id=\"graph-rag-comparison\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u95a2\u9023\u6280\u8853\u3068\u306e\u9055\u3044\uff5cRAG\u3001\u77e5\u8b58\u30b0\u30e9\u30d5\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u8981\u7d04\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22<\/strong><\/h2>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30b0\u30e9\u30d5RAG\u3068\u6df7\u540c\u3055\u308c\u3084\u3059\u3044\u6280\u8853\u306b\u306f\u3001RAG\u3001\u77e5\u8b58\u30b0\u30e9\u30d5\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\u304c\u3042\u308a\u307e\u3059\u3002\u52a0\u3048\u3066\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u8981\u7d04\u3068\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3082\u3001\u6bd4\u3079\u308b\u5bfe\u8c61\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u4f3c\u3066\u3044\u308b\u90e8\u5206\u304c\u3042\u3063\u3066\u3082\u3001\u6280\u8853\u3054\u3068\u306b\u5165\u529b\u306e\u5358\u4f4d\u3084\u5b66\u7fd2\u306e\u6709\u7121\u304c\u7570\u306a\u308a\u3001\u5b9f\u884c\u6642\u306e\u8cac\u52d9\u3084\u8a55\u4fa1\u65b9\u6cd5\u3082\u9055\u3044\u307e\u3059\u3002\u6bd4\u8f03\u8868\u3092\u4f5c\u308a\u3001\u76ee\u7684\u3084\u5fc5\u8981\u30c7\u30fc\u30bf\u3001\u66f4\u65b0\u65b9\u6cd5\u3001\u5931\u6557\u6642\u306e\u5bfe\u5fdc\u3092\u4e26\u3079\u308b\u3068\u3001\u9078\u3073\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u65b0\u3057\u3044\u540d\u79f0\u306e\u6280\u8853\u3067\u3082\u3001\u65e2\u5b58\u306e\u30eb\u30fc\u30eb\u3084\u5358\u7d14\u306a\u691c\u7d22\u3067\u8db3\u308a\u308b\u5834\u5408\u306f\u3001\u8907\u96d1\u306a\u69cb\u6210\u3092\u52a0\u3048\u306a\u3044\u307b\u3046\u304c\u8aac\u660e\u53ef\u80fd\u6027\u3068\u4fdd\u5b88\u6027\u3092\u4fdd\u3066\u307e\u3059\u3002\u63a1\u7528\u3092\u6c7a\u3081\u308b\u524d\u306b\u306f\u3001\u5c0f\u3055\u306a\u57fa\u6e96\u5b9f\u88c5\u3092\u7528\u610f\u3057\u3001\u540c\u3058\u30c7\u30fc\u30bf\u3067\u5dee\u3092\u6e2c\u3063\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5883\u754c\u304c\u91cd\u306a\u308b\u5834\u5408\u306f\u4f75\u7528\u3082\u3067\u304d\u307e\u3059\u304c\u3001\u305d\u306e\u3076\u3093\u8cac\u4efb\u7bc4\u56f2\u3092\u5206\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u691c\u7d22\u306f\u691c\u7d22\u5668\u3001\u751f\u6210\u306f\u751f\u6210\u5668\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u62c5\u5f53\u3057\u307e\u3059\u3002\u5b89\u5168\u5bfe\u7b56\u307e\u3067\u3001\u30b0\u30e9\u30d5RAG\u306b\u4e38\u3054\u3068\u4efb\u305b\u306a\u3044\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n\n\n\n<div class=\"wp-block-group article-point-box is-layout-flow wp-block-group-is-layout-flow\" style=\"border-color:#d7edf8;border-width:1px;border-style:solid;border-radius:2px;margin-top:24px;margin-bottom:24px;overflow:hidden;\">\n\n<p class=\"article-point-box__header wp-block-paragraph\" style=\"background-color:#2083c7;color:#fff;text-align:center;padding:10px 12px;margin:0;font-size:18px;line-height:1.5;font-weight:700;\"><strong>\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"background-color:#fff;padding:16px;margin:0;font-size:18px;line-height:1.9;\">\u65e2\u5b58\u306e\u30eb\u30fc\u30eb\u3084\u5358\u7d14\u306a\u691c\u7d22\u3067\u8db3\u308a\u308b\u306a\u3089\u3001\u30b0\u30e9\u30d5RAG\u3092\u9078\u3076\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u5019\u88dc\u3092\u6bd4\u3079\u308b\u3068\u304d\u306f\u3001\u76ee\u7684\u3001\u5fc5\u8981\u30c7\u30fc\u30bf\u3001\u66f4\u65b0\u65b9\u6cd5\u3001\u5931\u6557\u6642\u306e\u5bfe\u5fdc\u3092\u540c\u3058\u9805\u76ee\u3067\u6bd4\u3079\u307e\u3059\u3002<\/p>\n\n<\/div>\n\n\n\n<h2 id=\"graph-rag-implementation\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u30b0\u30e9\u30d5RAG\u3092\u5c0e\u5165\u3059\u308b\u624b\u9806<\/strong><\/h2>\n\n<figure class=\"wp-block-image aligncenter size-full\" style=\"max-width:640px;margin:24px auto;\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"76707\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/image-3-1532\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-3-1532.webp\" data-orig-size=\"1672,941\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"\u4f01\u696d\u8abf\u67fb\u3084\u969c\u5bb3\u539f\u56e0\u306e\u5206\u6790\u3092\u5bfe\u8c61\u306b\u5c0f\u3055\u304f\u691c\u8a3c\u3059\u308b\u5c0e\u5165\u624b\u9806\u306e\u56f3\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;\u6700\u521d\u306e\u691c\u8a3c\u306f\u4e00\u3064\u306e\u696d\u52d9\u304b\u3089\u59cb\u3081\u308b&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-3-1532-1024x576.webp\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-3-1532.webp\" alt=\"\u30b0\u30e9\u30d5RAG\u5c0e\u5165\u624b\u9806\u3092\u5bfe\u8c61\u696d\u52d9\u3068\u30c7\u30fc\u30bf\u3001\u6700\u5c0f\u69cb\u6210\u3068\u57fa\u6e96\u5024\u3001\u4f8b\u5916\u3068\u6a29\u9650\u3068\u5207\u308a\u623b\u3057\u306e3\u9805\u76ee\u3067\u793a\u3059\u56f3\" title=\"\u4f01\u696d\u8abf\u67fb\u3084\u969c\u5bb3\u539f\u56e0\u306e\u5206\u6790\u3092\u5bfe\u8c61\u306b\u5c0f\u3055\u304f\u691c\u8a3c\u3059\u308b\u5c0e\u5165\u624b\u9806\u306e\u56f3\" class=\"wp-image-76707\" width=\"1672\" height=\"941\" style=\"display:block;width:100%;height:auto;max-width:640px;\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-3-1532.webp 1672w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-3-1532-300x169.webp 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-3-1532-1024x576.webp 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-3-1532-768x432.webp 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/09\/image-3-1532-1536x864.webp 1536w\" sizes=\"auto, (max-width: 1672px) 100vw, 1672px\" \/><figcaption class=\"wp-element-caption\" style=\"font-size:12px;line-height:1.6;color:#777;margin-top:8px;text-align:center;\">\u6700\u521d\u306e\u691c\u8a3c\u306f\u4e00\u3064\u306e\u696d\u52d9\u304b\u3089\u59cb\u3081\u308b<\/figcaption><\/figure>\n\n\n\n<h3 id=\"graph-rag-implementation-1\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3;padding-left:16px;\"><strong>1. \u5bfe\u8c61\u696d\u52d9\u3068\u30c7\u30fc\u30bf\u306e\u9650\u5b9a<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u6700\u521d\u306e\u691c\u8a3c\u3067\u306f\u3001\u4f01\u696d\u8abf\u67fb\u3084\u969c\u5bb3\u539f\u56e0\u306e\u5206\u6790\u306a\u3069\u304b\u3089\u4e00\u3064\u3092\u9078\u3073\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067\u3001\u5165\u529b\u4ef6\u6570\u3001\u66f4\u65b0\u983b\u5ea6\u3001\u8a31\u5bb9\u3067\u304d\u308b\u8aa4\u308a\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u52a0\u3048\u3066\u3001\u500b\u4eba\u60c5\u5831\u3084\u79d8\u5bc6\u60c5\u5831\u3092\u542b\u307e\u306a\u3044\u4ee3\u8868\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3057\u307e\u3059\u3002\u672c\u756a\u30c7\u30fc\u30bf\u306f\u3001\u305d\u306e\u307e\u307e\u6301\u3061\u51fa\u3055\u306a\u3044\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30c7\u30fc\u30bf\u306e\u6a29\u5229\u3068\u5229\u7528\u76ee\u7684\u3001\u4fdd\u5b58\u671f\u9593\u3001\u7b2c\u4e09\u8005\u63d0\u4f9b\u306e\u6709\u7121\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u8a55\u4fa1\u7528\u30c7\u30fc\u30bf\u3068\u958b\u767a\u7528\u30c7\u30fc\u30bf\u306f\u5206\u3051\u3066\u304a\u304d\u3001\u691c\u8a3c\u7d50\u679c\u3092\u898b\u3066\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u4f55\u5ea6\u3082\u8abf\u6574\u3057\u306a\u3044\u904b\u7528\u306b\u3057\u307e\u3059\u3002<\/p>\n\n\n<h3 id=\"graph-rag-implementation-2\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3;padding-left:16px;\"><strong>2. \u6700\u5c0f\u69cb\u6210\u306e\u5b9f\u88c5\u3068\u57fa\u6e96\u5024\u306e\u6e2c\u5b9a<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u6700\u521d\u304b\u3089\u6a5f\u80fd\u3092\u5897\u3084\u3055\u305a\u3001\u5165\u529b\u304b\u3089\u51fa\u529b\u307e\u3067\u306e\u6700\u77ed\u7d4c\u8def\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067\u3001\u5b9f\u884c\u6642\u9593\u3001\u8a08\u7b97\u8cc7\u6e90\u3001\u5931\u6557\u306e\u7a2e\u985e\u3092\u30ed\u30b0\u306b\u8a18\u9332\u3057\u3001\u6539\u5584\u524d\u306e\u57fa\u6e96\u5024\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u51fa\u529b\u306e\u6b63\u3057\u3055\u3092\u4eba\u624b\u3067\u63a1\u70b9\u3059\u308b\u5834\u5408\u306f\u3001\u8907\u6570\u306e\u8a55\u4fa1\u8005\u306b\u540c\u3058\u57fa\u6e96\u3092\u6e21\u3057\u3001\u5224\u5b9a\u306e\u4e00\u81f4\u5ea6\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u81ea\u52d5\u6307\u6a19\u3060\u3051\u3067\u306f\u3001\u3082\u3063\u3068\u3082\u3089\u3057\u3044\u8aa4\u308a\u3084\u5371\u967a\u306a\u8868\u73fe\u3092\u898b\u9003\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n<h3 id=\"graph-rag-implementation-3\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3;padding-left:16px;\"><strong>3. \u4f8b\u5916\u3001\u6a29\u9650\u3001\u5207\u308a\u623b\u3057\u306e\u8ffd\u52a0<\/strong><\/h3>\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30b0\u30e9\u30d5RAG\u3067\u306f\u3001\u62bd\u51fa\u8aa4\u308a\u304c\u30b0\u30e9\u30d5\u5168\u4f53\u3078\u4f1d\u64ad\u3057\u3001\u66f4\u65b0\u9045\u5ef6\u3084\u30b0\u30e9\u30d5\u69cb\u7bc9\u30b3\u30b9\u30c8\u3082\u56de\u7b54\u54c1\u8cea\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u62bd\u51fa\u3001\u66f4\u65b0\u3001\u6839\u62e0\u306e3\u70b9\u306f\u78ba\u8a8d\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n<ul class=\"wp-block-list\" style=\"padding-left:1.25em;margin-left:0;line-height:1.9;margin:0 0 18px;\"><li>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u95a2\u4fc2\u306e\u62bd\u51fa\u8aa4\u308a\u3092\u70b9\u691c\u3059\u308b<\/li><li>\u30b0\u30e9\u30d5\u306e\u66f4\u65b0\u9045\u5ef6\u3068\u69cb\u7bc9\u30b3\u30b9\u30c8\u3092\u6e2c\u308b<\/li><li>\u6839\u62e0\u3068\u306a\u308b\u6587\u66f8\u3078\u305f\u3069\u308c\u308b\u304b\u78ba\u8a8d\u3059\u308b<\/li><\/ul>\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u6b63\u5e38\u7cfb\u3060\u3051\u3092\u78ba\u304b\u3081\u3066\u30ea\u30ea\u30fc\u30b9\u3059\u308b\u3053\u3068\u306f\u907f\u3051\u307e\u3059\u3002\u5165\u529b\u304c\u7a7a\u3084\u30c7\u30fc\u30bf\u304c\u53e4\u3044\u5834\u5408\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u306e\u505c\u6b62\u3084\u51fa\u529b\u304c\u898f\u5b9a\u5916\u306e\u5834\u5408\u3092\u60f3\u5b9a\u3057\u3066\u30c6\u30b9\u30c8\u3057\u3001\u51e6\u7406\u3092\u6b62\u3081\u3066\u4eba\u3078\u6e21\u3059\u6761\u4ef6\u3092\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u6a29\u9650\u306f\u6700\u5c0f\u9650\u306b\u3068\u3069\u3081\u3001\u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f\u3001\u53c2\u7167\u3068\u9001\u4fe1\u3092\u305d\u308c\u305e\u308c\u5206\u3051\u307e\u3059\u3002\u65b0\u3057\u3044\u7248\u306f\u6bb5\u968e\u7684\u306b\u63d0\u4f9b\u3057\u3001\u554f\u984c\u304c\u51fa\u305f\u3089\u524d\u306e\u7248\u3078\u623b\u305b\u308b\u3088\u3046\u3001\u30c7\u30fc\u30bf\u3001\u624b\u9806\u3001\u8a2d\u5b9a\u3092\u307e\u3068\u3081\u3066\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n<pre class=\"wp-block-code\"><code>result = component.run(input_data)\nvalidated = validate_schema(result)\nif not validated.ok:\n    return request_human_review(validated.errors)\nreturn persist_with_audit_log(validated.value)<\/code><\/pre>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u4e0a\u306e\u64ec\u4f3c\u30b3\u30fc\u30c9\u306f\u3001\u51e6\u7406\u7d50\u679c\u3092\u305d\u306e\u307e\u307e\u4f7f\u308f\u305a\u3001\u691c\u8a3c\u3068\u4eba\u3078\u306e\u5f15\u304d\u6e21\u3057\u3092\u631f\u3080\u6700\u5c0f\u30d1\u30bf\u30fc\u30f3\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5b9f\u969b\u306e\u5b9f\u88c5\u3067\u306f\u3001\u5165\u529b\u3068\u51fa\u529b\u306e\u30b9\u30ad\u30fc\u30de\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u518d\u8a66\u884c\u3001\u8a8d\u8a3c\u3001\u76e3\u67fb\u30ed\u30b0\u3092\u3001\u5bfe\u8c61\u30b5\u30fc\u30d3\u30b9\u306e\u516c\u5f0f\u4ed5\u69d8\u306b\u5408\u308f\u305b\u307e\u3059\u3002\u4fbf\u5229\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3046\u5834\u5408\u306f\u3001\u65e2\u5b9a\u306e\u6a29\u9650\u3084\u5916\u90e8\u901a\u4fe1\u306e\u52d5\u4f5c\u3082\u78ba\u304b\u3081\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n\n\n<div class=\"wp-block-group article-point-box is-layout-flow wp-block-group-is-layout-flow\" style=\"border-color:#d7edf8;border-width:1px;border-style:solid;border-radius:2px;margin-top:24px;margin-bottom:24px;overflow:hidden;\">\n\n<p class=\"article-point-box__header wp-block-paragraph\" style=\"background-color:#2083c7;color:#fff;text-align:center;padding:10px 12px;margin:0;font-size:18px;line-height:1.5;font-weight:700;\"><strong>\u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n<p class=\"wp-block-paragraph\" 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color:#222;\"><strong>\u30b0\u30e9\u30d5RAG\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u4ee3\u8868\u7684\u306a\u5931\u6557\u306f\u3001\u62bd\u51fa\u8aa4\u308a\u304c\u30b0\u30e9\u30d5\u5168\u4f53\u3078\u4f1d\u64ad\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u52a0\u3048\u3066\u3001\u66f4\u65b0\u9045\u5ef6\u3084\u30b0\u30e9\u30d5\u69cb\u7bc9\u30b3\u30b9\u30c8\u3082\u56de\u7b54\u54c1\u8cea\u3092\u5de6\u53f3\u3057\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 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18px;\">\u30b0\u30e9\u30d5RAG\u3092\u73fe\u5834\u306b\u5b9a\u7740\u3055\u305b\u308b\u306b\u306f\u3001\u6280\u8853\u62c5\u5f53\u8005\u3060\u3051\u3067\u306a\u304f\u696d\u52d9\u62c5\u5f53\u8005\u3082\u7d50\u679c\u3092\u5224\u65ad\u3067\u304d\u308b\u624b\u9806\u304c\u5fc5\u8981\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u9031\u6b21\u3084\u6708\u6b21\u3067\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\u9069\u5408\u7387\u3084\u95a2\u4fc2\u306e\u6b63\u78ba\u6027\u3001\u6839\u62e0\u6587\u66f8\u306e\u518d\u73fe\u7387\u3001\u56de\u7b54\u5fe0\u5b9f\u5ea6\u3001\u66f4\u65b0\u9045\u5ef6\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067\u3001\u7d99\u7d9a\u3001\u7e2e\u5c0f\u3001\u505c\u6b62\u306e\u57fa\u6e96\u3092\u95a2\u4fc2\u8005\u306e\u9593\u3067\u5408\u610f\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n<h2 id=\"graph-rag-summary\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u30b0\u30e9\u30d5RAG\u307e\u3068\u3081\uff5c\u5c0f\u3055\u306a\u691c\u8a3c\u304b\u3089\u6bb5\u968e\u7684\u306a\u62e1\u5927\u307e\u3067<\/strong><\/h2>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u9069\u7528\u5019\u88dc\u306b\u306f\u3001\u4f01\u696d\u8abf\u67fb\u3084\u969c\u5bb3\u539f\u56e0\u306e\u5206\u6790\u304c\u3042\u308a\u307e\u3059\u3002\u898f\u7a0b\u306e\u95a2\u4fc2\u78ba\u8a8d\u3084\u3001\u8907\u6570\u6587\u66f8\u306b\u307e\u305f\u304c\u308b\u8981\u7d04\u3082\u6319\u304c\u308a\u307e\u3059\u3002\u76ee\u7684\u3084\u30c7\u30fc\u30bf\u306e\u5883\u754c\u304c\u66d6\u6627\u3060\u3068\u3001\u8a55\u4fa1\u3067\u304d\u306a\u3044\u7d50\u679c\u3084\u4e88\u671f\u3057\u306a\u3044\u30ea\u30b9\u30af\u3092\u62db\u304d\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5b9f\u88c5\u3067\u306f\u3001\u5165\u529b\u3092\u691c\u8a3c\u3057\u3001\u51e6\u7406\u3092\u6bb5\u968e\u306b\u5206\u3051\u3001\u51fa\u529b\u3092\u30b9\u30ad\u30fc\u30de\u3068\u696d\u52d9\u30eb\u30fc\u30eb\u3067\u78ba\u304b\u3081\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u62bd\u51fa\u8aa4\u308a\u304c\u30b0\u30e9\u30d5\u5168\u4f53\u3078\u4f1d\u64ad\u3057\u3001\u66f4\u65b0\u9045\u5ef6\u3084\u30b0\u30e9\u30d5\u69cb\u7bc9\u30b3\u30b9\u30c8\u304c\u56de\u7b54\u54c1\u8cea\u3092\u5de6\u53f3\u3059\u308b\u70b9\u3092\u524d\u63d0\u306b\u3001\u6a29\u9650\u3001\u76e3\u67fb\u3001\u5207\u308a\u623b\u3057\u3092\u6700\u521d\u306e\u8a66\u4f5c\u304b\u3089\u7d44\u307f\u8fbc\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u6700\u7d42\u7684\u306b\u306f\u3001\u54c1\u8cea\u306e\u6307\u6a19\u3092\u5b9a\u671f\u7684\u306b\u6e2c\u308a\u3001\u54c1\u8cea\u3068\u30b3\u30b9\u30c8\u3001\u5b89\u5168\u6027\u306e\u30d0\u30e9\u30f3\u30b9\u3067\u6539\u5584\u3057\u307e\u3059\u3002\u6307\u6a19\u306b\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\u9069\u5408\u7387\u3001\u95a2\u4fc2\u306e\u6b63\u78ba\u6027\u3001\u6839\u62e0\u6587\u66f8\u306e\u518d\u73fe\u7387\u3001\u56de\u7b54\u5fe0\u5b9f\u5ea6\u3001\u66f4\u65b0\u9045\u5ef6\u3092\u4f7f\u3044\u307e\u3059\u3002<\/p>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u5c0f\u3055\u306a\u5bfe\u8c61\u3067\u5f97\u305f\u5931\u6557\u306e\u77e5\u898b\u3092\u6587\u66f8\u306b\u307e\u3068\u3081\u3066\u304b\u3089\u3001\u30c7\u30fc\u30bf\u91cf\u3084\u5229\u7528\u8005\u3092\u6bb5\u968e\u7684\u306b\u5897\u3084\u3057\u307e\u3059\u3002\u305d\u306e\u9032\u3081\u65b9\u304c\u3001\u9577\u304f\u4f7f\u3048\u308b\u4ed5\u7d44\u307f\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n<h2 id=\"faq\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u3088\u304f\u3042\u308b\u8cea\u554f\uff08FAQ\uff09<\/strong><\/h2>\n\n\n<h3 id=\"graph-rag-q1\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3;padding-left:16px;\"><strong>Q. \u30b0\u30e9\u30d5RAG\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u6587\u66f8\u304b\u3089\u53d6\u308a\u51fa\u3057\u305f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u95a2\u4fc2\u3092\u77e5\u8b58\u30b0\u30e9\u30d5\u306b\u307e\u3068\u3081\u3001\u305d\u308c\u3092\u305f\u3069\u3063\u3066\u691c\u7d22\u62e1\u5f35\u751f\u6210\u3092\u884c\u3046\u624b\u6cd5\u3067\u3059\u3002\u5c0e\u5165\u3067\u306f\u3001\u5165\u529b\u3001\u51e6\u7406\u3001\u51fa\u529b\u3001\u5931\u6557\u6642\u306e\u6271\u3044\u3092\u5b9a\u7fa9\u3057\u3001\u7528\u9014\u306b\u5408\u3046\u8a55\u4fa1\u6307\u6a19\u3067\u52b9\u679c\u3092\u78ba\u304b\u3081\u307e\u3059\u3002<\/p>\n\n\n<h3 id=\"graph-rag-q2\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3;padding-left:16px;\"><strong>Q. \u30b0\u30e9\u30d5RAG\u306f\u4f55\u306b\u4f7f\u3048\u307e\u3059\u304b\uff1f<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u4ee3\u8868\u4f8b\u306f\u3001\u4f01\u696d\u8abf\u67fb\u3084\u969c\u5bb3\u539f\u56e0\u306e\u5206\u6790\u3067\u3059\u3002\u898f\u7a0b\u306e\u95a2\u4fc2\u78ba\u8a8d\u3084\u3001\u8907\u6570\u6587\u66f8\u306b\u307e\u305f\u304c\u308b\u8981\u7d04\u306b\u3082\u4f7f\u3048\u307e\u3059\u3002\u5bfe\u8c61\u696d\u52d9\u3067\u8aa4\u308a\u304c\u4e0e\u3048\u308b\u5f71\u97ff\u3001\u30c7\u30fc\u30bf\u306e\u6a29\u5229\u3001\u78ba\u8a8d\u5de5\u7a0b\u3092\u6574\u7406\u3057\u3001\u5c0f\u3055\u306a\u7bc4\u56f2\u304b\u3089\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n<h3 id=\"graph-rag-q3\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3;padding-left:16px;\"><strong>Q. \u30b0\u30e9\u30d5RAG\u3092\u5c0e\u5165\u3059\u308b\u3068\u304d\u306e\u6ce8\u610f\u70b9\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u62bd\u51fa\u8aa4\u308a\u304c\u30b0\u30e9\u30d5\u5168\u4f53\u3078\u4f1d\u64ad\u3057\u3001\u66f4\u65b0\u9045\u5ef6\u3084\u30b0\u30e9\u30d5\u69cb\u7bc9\u30b3\u30b9\u30c8\u304c\u56de\u7b54\u54c1\u8cea\u3092\u5de6\u53f3\u3059\u308b\u70b9\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u5165\u529b\u691c\u8a3c\u3001\u6700\u5c0f\u6a29\u9650\u3001\u51fa\u529b\u30c1\u30a7\u30c3\u30af\u3092\u8a2d\u3051\u308b\u307b\u304b\u3001\u76e3\u67fb\u30ed\u30b0\u3068\u5207\u308a\u623b\u3057\u3082\u7528\u610f\u3057\u307e\u3059\u3002\u5931\u6557\u4f8b\u306f\u56de\u5e30\u30c6\u30b9\u30c8\u3078\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/p>\n\n\n<h3 id=\"graph-rag-q4\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3;padding-left:16px;\"><strong>Q. \u30b0\u30e9\u30d5RAG\u306e\u52b9\u679c\u306f\u3069\u306e\u6307\u6a19\u3067\u8a55\u4fa1\u3057\u307e\u3059\u304b\uff1f<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\u9069\u5408\u7387\u3001\u95a2\u4fc2\u306e\u6b63\u78ba\u6027\u3001\u6839\u62e0\u6587\u66f8\u306e\u518d\u73fe\u7387\u3092\u6e2c\u308a\u3001\u56de\u7b54\u5fe0\u5b9f\u5ea6\u3068\u66f4\u65b0\u9045\u5ef6\u3082\u7528\u9014\u306b\u5408\u308f\u305b\u3066\u9078\u3073\u307e\u3059\u3002\u5e73\u5747\u5024\u3060\u3051\u3067\u306a\u304f\u3001\u96e3\u6613\u5ea6\u3084\u5229\u7528\u8005\u5c64\u5225\u306e\u7d50\u679c\u3001\u9045\u5ef6\u3001\u30b3\u30b9\u30c8\u3001\u5b89\u5168\u6027\u3082\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n<h3 id=\"graph-rag-q5\" class=\"wp-block-heading\" style=\"border-left:4px solid #0693e3;padding-left:16px;\"><strong>Q. \u30b0\u30e9\u30d5RAG\u3068\u95a2\u9023\u6280\u8853\u306f\u3069\u3046\u4f7f\u3044\u5206\u3051\u307e\u3059\u304b\uff1f<\/strong><\/h3>\n\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">\u95a2\u9023\u6280\u8853\u306b\u306f\u3001RAG\u3084\u77e5\u8b58\u30b0\u30e9\u30d5\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\u306e\u307b\u304b\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u8981\u7d04\u3084\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u304c\u3042\u308a\u307e\u3059\u3002\u76ee\u7684\u3084\u5fc5\u8981\u30c7\u30fc\u30bf\u3001\u66f4\u65b0\u983b\u5ea6\u3092\u6bd4\u3079\u3001\u6a29\u9650\u3084\u5931\u6557\u6642\u306e\u8cac\u4efb\u7bc4\u56f2\u3082\u78ba\u304b\u3081\u307e\u3059\u3002\u6700\u5c0f\u69cb\u6210\u3067\u5dee\u3092\u6e2c\u3063\u3066\u304b\u3089\u9078\u3073\u307e\u3059\u3002<\/p>\n\n\n<script type=\"application\/ld+json\">\n{\"@context\":\"https:\/\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"\u30b0\u30e9\u30d5RAG\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\u6587\u66f8\u304b\u3089\u53d6\u308a\u51fa\u3057\u305f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u95a2\u4fc2\u3092\u77e5\u8b58\u30b0\u30e9\u30d5\u306b\u307e\u3068\u3081\u3001\u305d\u308c\u3092\u305f\u3069\u3063\u3066\u691c\u7d22\u62e1\u5f35\u751f\u6210\u3092\u884c\u3046\u624b\u6cd5\u3067\u3059\u3002\u5c0e\u5165\u3067\u306f\u3001\u5165\u529b\u3001\u51e6\u7406\u3001\u51fa\u529b\u3001\u5931\u6557\u6642\u306e\u6271\u3044\u3092\u5b9a\u7fa9\u3057\u3001\u7528\u9014\u306b\u5408\u3046\u8a55\u4fa1\u6307\u6a19\u3067\u52b9\u679c\u3092\u78ba\u304b\u3081\u307e\u3059\u3002\"}},{\"@type\":\"Question\",\"name\":\"\u30b0\u30e9\u30d5RAG\u306f\u4f55\u306b\u4f7f\u3048\u307e\u3059\u304b\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\u4ee3\u8868\u4f8b\u306f\u3001\u4f01\u696d\u8abf\u67fb\u3084\u969c\u5bb3\u539f\u56e0\u306e\u5206\u6790\u3067\u3059\u3002\u898f\u7a0b\u306e\u95a2\u4fc2\u78ba\u8a8d\u3084\u3001\u8907\u6570\u6587\u66f8\u306b\u307e\u305f\u304c\u308b\u8981\u7d04\u306b\u3082\u4f7f\u3048\u307e\u3059\u3002\u5bfe\u8c61\u696d\u52d9\u3067\u8aa4\u308a\u304c\u4e0e\u3048\u308b\u5f71\u97ff\u3001\u30c7\u30fc\u30bf\u306e\u6a29\u5229\u3001\u78ba\u8a8d\u5de5\u7a0b\u3092\u6574\u7406\u3057\u3001\u5c0f\u3055\u306a\u7bc4\u56f2\u304b\u3089\u691c\u8a3c\u3057\u307e\u3059\u3002\"}},{\"@type\":\"Question\",\"name\":\"\u30b0\u30e9\u30d5RAG\u3092\u5c0e\u5165\u3059\u308b\u3068\u304d\u306e\u6ce8\u610f\u70b9\u306f\u4f55\u3067\u3059\u304b\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\u62bd\u51fa\u8aa4\u308a\u304c\u30b0\u30e9\u30d5\u5168\u4f53\u3078\u4f1d\u64ad\u3057\u3001\u66f4\u65b0\u9045\u5ef6\u3084\u30b0\u30e9\u30d5\u69cb\u7bc9\u30b3\u30b9\u30c8\u304c\u56de\u7b54\u54c1\u8cea\u3092\u5de6\u53f3\u3059\u308b\u70b9\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002\u5165\u529b\u691c\u8a3c\u3001\u6700\u5c0f\u6a29\u9650\u3001\u51fa\u529b\u30c1\u30a7\u30c3\u30af\u3092\u8a2d\u3051\u308b\u307b\u304b\u3001\u76e3\u67fb\u30ed\u30b0\u3068\u5207\u308a\u623b\u3057\u3082\u7528\u610f\u3057\u307e\u3059\u3002\u5931\u6557\u4f8b\u306f\u56de\u5e30\u30c6\u30b9\u30c8\u3078\u8ffd\u52a0\u3057\u307e\u3059\u3002\"}},{\"@type\":\"Question\",\"name\":\"\u30b0\u30e9\u30d5RAG\u306e\u52b9\u679c\u306f\u3069\u306e\u6307\u6a19\u3067\u8a55\u4fa1\u3057\u307e\u3059\u304b\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\u9069\u5408\u7387\u3001\u95a2\u4fc2\u306e\u6b63\u78ba\u6027\u3001\u6839\u62e0\u6587\u66f8\u306e\u518d\u73fe\u7387\u3092\u6e2c\u308a\u3001\u56de\u7b54\u5fe0\u5b9f\u5ea6\u3068\u66f4\u65b0\u9045\u5ef6\u3082\u7528\u9014\u306b\u5408\u308f\u305b\u3066\u9078\u3073\u307e\u3059\u3002\u5e73\u5747\u5024\u3060\u3051\u3067\u306a\u304f\u3001\u96e3\u6613\u5ea6\u3084\u5229\u7528\u8005\u5c64\u5225\u306e\u7d50\u679c\u3001\u9045\u5ef6\u3001\u30b3\u30b9\u30c8\u3001\u5b89\u5168\u6027\u3082\u793a\u3057\u307e\u3059\u3002\"}},{\"@type\":\"Question\",\"name\":\"\u30b0\u30e9\u30d5RAG\u3068\u95a2\u9023\u6280\u8853\u306f\u3069\u3046\u4f7f\u3044\u5206\u3051\u307e\u3059\u304b\uff1f\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"\u95a2\u9023\u6280\u8853\u306b\u306f\u3001RAG\u3084\u77e5\u8b58\u30b0\u30e9\u30d5\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u62bd\u51fa\u306e\u307b\u304b\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u8981\u7d04\u3084\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u304c\u3042\u308a\u307e\u3059\u3002\u76ee\u7684\u3084\u5fc5\u8981\u30c7\u30fc\u30bf\u3001\u66f4\u65b0\u983b\u5ea6\u3092\u6bd4\u3079\u3001\u6a29\u9650\u3084\u5931\u6557\u6642\u306e\u8cac\u4efb\u7bc4\u56f2\u3082\u78ba\u304b\u3081\u307e\u3059\u3002\u6700\u5c0f\u69cb\u6210\u3067\u5dee\u3092\u6e2c\u3063\u3066\u304b\u3089\u9078\u3073\u307e\u3059\u3002\"}}]}\n<\/script>\n\n\n<p class=\"wp-dl-link wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">AI\u99c6\u52d5\u958b\u767a\u306e\u9032\u3081\u65b9\u3092\u78ba\u8a8d\u3059\u308b\u8cc7\u6599\u3068\u3057\u3066\u3001\u7121\u6599\u30db\u30ef\u30a4\u30c8\u30da\u30fc\u30d1\u30fc\u300c<a href=\"https:\/\/www.ripla.co.jp\/download\/11\">\u30102026\u5e74\u6700\u65b0\u7248\u3011AI\u99c6\u52d5\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9\u30d6\u30c3\u30af<\/a>\u300d\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 id=\"references\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u53c2\u8003\u8cc7\u6599<\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\" style=\"font-size:18px;line-height:1.9;margin:0 0 18px;\">GraphRAG\u306e\u69cb\u6210\u3084\u5b9f\u88c5\u3092\u78ba\u8a8d\u3059\u308b\u305f\u3081\u306e\u8cc7\u6599\u3092\u6319\u3052\u307e\u3059\u3002<\/p>\n\n<ul class=\"wp-block-list\" style=\"padding-left:1.25em;margin-left:0;line-height:1.9;margin:0 0 18px;\">\n<li>Microsoft Research\u300cGraphRAG\u300d\u30fbMicrosoft\u300cGraphRAG GitHub\u300d\u516c\u5f0f\u8cc7\u6599<br><a href=\"https:\/\/microsoft.github.io\/graphrag\/\" target=\"_blank\" rel=\"noopener\">\u516c\u5f0f\u8cc7\u6599<\/a><\/li><li>\u5404\u30b5\u30fc\u30d3\u30b9\u30fb\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff08\u5229\u7528\u6642\u70b9\u306e\u4ed5\u69d8\u3068\u6599\u91d1\u3092\u78ba\u8a8d\uff09<\/li><li>\u4e00\u6b21\u8cc7\u6599\u306e\u66f4\u65b0\u5c65\u6b74\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u544a\u77e5\uff08\u5c0e\u5165\u524d\u306b\u6700\u65b0\u7248\u3092\u78ba\u8a8d\uff09<\/li>\n<\/ul>\n\n\n\n<h2 id=\"company-intro\" class=\"wp-block-heading\" style=\"background:#c3d3e1; padding:12px 20px; margin:32px 0 16px; color:#222;\"><strong>\u4f1a\u793e\u7d39\u4ecb<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-stretch is-layout-flex wp-container-core-group-is-layout-898606d5 wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">\u682a\u5f0f\u4f1a\u793eripla\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306e\u4e8b\u696d\u30fb\u30e6\u30fc\u30b6\u30fc\u30fb\u696d\u52d9\u306b\u6700\u9069\u5316\u3057\u305f\u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u578b\u30b7\u30b9\u30c6\u30e0\u3092\u3001\u69cb\u60f3\u7b56\u5b9a\u30fb\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u958b\u767a\u30fb\u6539\u5584\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u652f\u63f4\u3002\u4e8b\u696d\u4f1a\u793e\u3067IT\u30fbDX\u3092\u7d4c\u9a13\u3057\u305f\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u306b\u3088\u308b\u9ad8\u3044\u8981\u4ef6\u5b9a\u7fa9\u529b\u30fb\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u529b\u3092\u6d3b\u304b\u3057\u3001\u4e8b\u696d\u6210\u679c\u306e\u6700\u5927\u5316\u306b\u4f34\u8d70\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa 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<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-attachment-id=\"48106\" data-permalink=\"https:\/\/www.ripla.co.jp\/blog\/ripla-ordermade-system-202608\/\" data-orig-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608.png\" data-orig-size=\"1672,941\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;,&quot;alt&quot;:&quot;&quot;}\" data-image-title=\"\u304a\u5ba2\u69d8\u306b\u6700\u9069\u5316\u3057\u305f\u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u578b\u30b7\u30b9\u30c6\u30e0\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1024x576.png\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1024x576.png\" alt=\"\" class=\"wp-image-48106\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1024x576.png 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-300x169.png 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-768x432.png 768w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1536x864.png 1536w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608.png 1672w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u3001\u5f53\u793e\u72ec\u81ea\u306e\u958b\u767a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u300cBox\u30b7\u30ea\u30fc\u30ba\u300d\u306b\u3088\u308b\u6a19\u6e96\u6a5f\u80fd\u306e\u9ad8\u901f\u958b\u767a\u3068\u3001AI\u99c6\u52d5\u958b\u767a\u306e\u72ec\u81ea\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cGoDD\u300d\u306b\u3088\u308b\u72ec\u81ea\u6a5f\u80fd\u306eAI\u5b9f\u88c5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f4e\u30b3\u30b9\u30c8\u30fb\u77ed\u671f\u9593\u3067\u958b\u767a\u3092\u5b9f\u73fe\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-794e3cfa 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<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"369\" data-attachment-id=\"18450\" 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data-image-caption=\"\" data-large-file=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-1024x369.png\" src=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-1024x369.png\" alt=\"\" class=\"wp-image-18450\" srcset=\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-1024x369.png 1024w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-300x108.png 300w, https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2025\/05\/\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8-2026-07-07-144340-768x276.png 768w, 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