{"id":16868,"date":"2026-07-16T03:10:01","date_gmt":"2026-07-15T18:10:01","guid":{"rendered":"https:\/\/genai-ai.co.jp\/ai-kanri\/?p=16868"},"modified":"2026-07-16T03:10:01","modified_gmt":"2026-07-15T18:10:01","slug":"cc-rag-vs-finetuning","status":"publish","type":"post","link":"https:\/\/genai-ai.co.jp\/ai-kanri\/blog\/cc-rag-vs-finetuning\/","title":{"rendered":"\u30102026\u5e747\u6708\u6700\u65b0\u3011RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u3092\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306b\u89e3\u8aac\uff5c\u3069\u3061\u3089\u3092\u9078\u3076\u3079\u304d\u304b\u3001Claude Code\u3067\u306e\u6d3b\u7528\u6cd5\u307e\u3067"},"content":{"rendered":"\n<style>\n.g-flow-row{display:flex;gap:8px;justify-content:center;flex-wrap:wrap;align-items:center;}\n.g-flow-item{background:linear-gradient(135deg,#1a1a1a,#2a1015);color:#fff;border-radius:8px;padding:16px 14px;min-width:130px;flex:1;text-align:center;}\n.g-flow-arrow{color:#dc2626;font-size:20px;font-weight:700;}\n.g-card-row{display:flex;gap:12px;flex-wrap:wrap;margin:0 0 32px;}\n.g-card-row>div{flex:1;min-width:220px;}\n@media(max-width:600px){\n  .g-flow-row{flex-direction:column;}\n  .g-flow-arrow{transform:rotate(90deg);}\n  .g-card-row{flex-direction:column;}\n  .g-card-row>div{min-width:100%;}\n}\n<\/style>\n\n\n\n<div style=\"margin:0 0 32px;\">\n  <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/07\/thumb-cc-rag-vs-finetuning.jpg\" alt=\"\u30102026\u5e747\u6708\u6700\u65b0\u3011RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u3092\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306b\u89e3\u8aac\uff5c\u3069\u3061\u3089\u3092\u9078\u3076\u3079\u304d\u304b\u3001Claude Code\u3067\u306e\u6d3b\u7528\u6cd5\u307e\u3067\" style=\"width:100%;height:auto;border-radius:12px;display:block;\">\n<\/div>\n\n\n\n<div style=\"background:#f8f9fa;border-radius:12px;padding:24px 28px;margin:0 0 32px;border-left:4px solid #dc2626;\">\n  <p style=\"font-size:15px;font-weight:700;color:#1a1a1a;margin:0 0 16px;\">\u3053\u306e\u8a18\u4e8b\u306e\u5185\u5bb9<\/p>\n  <ol style=\"margin:0;padding-left:20px;font-size:14px;line-height:2.2;list-style:none;\">\n    <li><a href=\"#sec-01\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">01<\/span>RAG\u3068\u306f\uff1f\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306e\u57fa\u790e\u89e3\u8aac<\/a><\/li>\n    <li><a href=\"#sec-02\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">02<\/span>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306f\uff1fRAG\u3068\u306e\u6839\u672c\u7684\u306a\u9055\u3044<\/a><\/li>\n    <li><a href=\"#sec-03\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">03<\/span>RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u3092\u300c\u66f8\u5eab\u53c2\u7167 vs \u793e\u54e1\u80b2\u6210\u300d\u3067\u7406\u89e3<\/a><\/li>\n    <li><a href=\"#sec-04\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">04<\/span>\u3069\u3061\u3089\u3092\u9078\u3076\u3079\u304d\u304b\uff1a\u5224\u65ad\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/a><\/li>\n    <li><a href=\"#sec-05\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">05<\/span>Claude Code\u3067RAG\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5<\/a><\/li>\n    <li><a href=\"#sec-06\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">06<\/span>\u3010GENAI\u5b9f\u4f8b\u3011Claude Code\u306b\u3088\u308bRAG\u6d3b\u7528\u3067\u5b9f\u73fe\u3057\u305f\u696d\u52d9\u81ea\u52d5\u5316<\/a><\/li>\n    <li><a href=\"#sec-07\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">07<\/span>RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u30b3\u30b9\u30c8\u6bd4\u8f03<\/a><\/li>\n    <li><a href=\"#sec-08\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">08<\/span>\u307e\u3068\u3081 \u2500\u2500 AI\u306b\u300c\u4f55\u3092\u899a\u3048\u3055\u305b\u308b\u304b\u300d\u3088\u308a\u300c\u4f55\u3092\u53c2\u7167\u3055\u305b\u308b\u304b\u300d<\/a><\/li>\n    <li><a href=\"#faq\" style=\"color:#495057;text-decoration:none;\"><span style=\"color:#dc2626;font-weight:700;margin-right:8px;\">FAQ<\/span>\u3088\u304f\u3042\u308b\u8cea\u554f<\/a><\/li>\n  <\/ol>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u300cRAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u3046\u3061\u306b\u306f\u3069\u3063\u3061\u304c\u5fc5\u8981\uff1f\u300d\u2014\u2014AI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u63d0\u6848\u66f8\u306b\u3053\u306e\u8a00\u8449\u304c\u4e26\u3093\u3067\u3044\u3066\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u78ba\u8a8d\u3059\u308b\u306e\u304c\u6065\u305a\u304b\u3057\u304f\u3066\u3053\u3053\u306b\u305f\u3069\u308a\u7740\u3044\u305f\u65b9\u3001\u5b89\u5fc3\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u3053\u306e\u8a18\u4e8b\u306f\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7d4c\u55b6\u8005\u30fb\u7ba1\u7406\u8077\u5411\u3051\u306b\u3001RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u3092<strong>\u30b3\u30fc\u30c9\u306a\u3057\u30fb\u5c02\u9580\u7528\u8a9e\u6700\u5c0f\u9650\u306e\u6bd4\u55a9<\/strong>\u3067\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u8981\u306a\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u304a\u4f1d\u3048\u3057\u307e\u3059\u3002\u300cRAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u3069\u3061\u3089\u3092\u9078\u3076\u304b\u300d\u3068\u3044\u3046\u554f\u3044\u306b\u5bfe\u3059\u308b\u5f0a\u793eGENAI\u306e\u7b54\u3048\u306f\u3001<strong>\u300c\u5927\u591a\u6570\u306e\u30d3\u30b8\u30cd\u30b9\u7528\u9014\u3067\u306fRAG\u3067\u5341\u5206\u3002\u3055\u3089\u306bClaude Code\u3092\u4f7f\u3048\u3070\u3001\u30b3\u30fc\u30c9\u306e\u77e5\u8b58\u306a\u3057\u306bRAG\u3092\u5b9f\u88c5\u3067\u304d\u308b\u300d<\/strong>\u3067\u3059\u3002\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001\u6280\u8853\u306e\u57fa\u790e\u3068\u5b9f\u8df5\u65b9\u6cd5\u306e\u4e21\u65b9\u3092\u30ab\u30d0\u30fc\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u300c\u793e\u5185\u306e\u898f\u7a0b\u96c6\u3084\u904e\u53bb\u8b70\u4e8b\u9332\u3092AI\u306b\u8aad\u307f\u8fbc\u307e\u305b\u3066\u3001\u8cea\u554f\u306b\u7b54\u3048\u3055\u305b\u305f\u3044\u300d\u2014\u2014\u3053\u308c\u304c\u307e\u3055\u306bRAG\u3067\u3059\u3002Claude Code\u306b\u300c\u3053\u306e\u898f\u7a0b\u96c6\u306ePDF\u3092\u5143\u306b\u3001\u8cea\u554f\u306b\u7b54\u3048\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u3063\u3066\u300d\u3068\u8a00\u3048\u3070\u3001RAG\u306e\u4ed5\u7d44\u307f\u3092\u5b9f\u88c5\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u5fc5\u8981\u3042\u308a\u307e\u305b\u3093\u3002<\/div>\n<\/div>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u305f\u3060\u3057\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304b\u3089\u306e\u300c\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u3067\u3059\u300d\u3068\u3044\u3046\u63d0\u6848\u3092\u8a55\u4fa1\u3059\u308b\u3068\u304d\u30fbAI\u5c0e\u5165\u306e\u8cbb\u7528\u898b\u7a4d\u3082\u308a\u3092\u78ba\u8a8d\u3059\u308b\u3068\u304d\u30fbAI\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u65b9\u5411\u6027\u3092\u6c7a\u3081\u308b\u3068\u304d\u2014\u2014\u3053\u308c\u3089\u306e\u5834\u9762\u3067RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u3092\u77e5\u3063\u3066\u3044\u308b\u3068\u3001\u5224\u65ad\u306e\u7cbe\u5ea6\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>RAG\u3068\u306f\u4f55\u304b<\/strong>\uff1a\u691c\u7d22\u62e1\u5f35\u751f\u6210\u306e\u4ed5\u7d44\u307f\u3092\u300c\u66f8\u5eab\u53c2\u7167\u300d\u3067\u7406\u89e3<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306f\u4f55\u304b<\/strong>\uff1a\u300c\u793e\u54e1\u80b2\u6210\u300d\u306e\u6bd4\u55a9\u3067\u30e2\u30c7\u30eb\u66f4\u65b0\u3092\u7406\u89e3<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>3\u8ef8\u306e\u9055\u3044\u6bd4\u8f03<\/strong>\uff1a\u30b3\u30b9\u30c8\u30fb\u7cbe\u5ea6\u30fb\u66f4\u65b0\u983b\u5ea6\u30fb\u7528\u9014<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u3069\u3061\u3089\u3092\u9078\u3076\u304b\u306e\u5224\u65ad\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/strong>\uff1a5\u3064\u306e\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>Claude Code\u306b\u3088\u308bRAG\u5b9f\u88c5<\/strong>\uff1a\u30b3\u30fc\u30c9\u306a\u3057\u3067\u793e\u5185\u77e5\u8b58\u3092AI\u306b\u8aad\u307f\u8fbc\u307e\u305b\u308b\u65b9\u6cd5<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u5f0a\u793eGENAI\u5b9f\u4f8b<\/strong>\uff1aRAG\u3067\u5b9f\u73fe\u3057\u305f\u696d\u52d9\u81ea\u52d5\u5316<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u30b3\u30b9\u30c8\u6bd4\u8f03<\/strong>\uff1aRAG vs \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u8cbb\u7528\u5bfe\u52b9\u679c<\/span><\/div>\n\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-rag-vs-finetuning&#038;blog_slug=cc-rag-vs-finetuning\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-rag-vs-finetuning&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-01\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">01<\/span>\n  <span class=\"section-label\" style=\"display:block;\">WHAT IS RAG<\/span>\n  <span class=\"section-title\" style=\"display:block;\">RAG\u3068\u306f\uff1f\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306e\u57fa\u790e\u89e3\u8aac<\/span>\n  <span class=\"section-desc\">\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff08Retrieval-Augmented Generation\uff09\u306e\u6b63\u4f53<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\uff08\u30e9\u30b0\uff09\u3068\u306f\u3001<strong>Retrieval-Augmented Generation\uff08\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09\u306e\u7565<\/strong>\u3067\u3059\u3002AI\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u304c\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u3068\u304d\u3001\u4e8b\u524d\u306b\u7528\u610f\u3057\u305f\u300c\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u6587\u66f8\u300d\u3092\u691c\u7d22\u3057\u3066\u3001\u305d\u306e\u60c5\u5831\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u7b54\u3048\u3092\u4f5c\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u308f\u304b\u308a\u3084\u3059\u304f\u8a00\u3046\u3068\u3001<strong>\u300cAI\u304c\u56de\u7b54\u3059\u308b\u524d\u306b\u3001\u53c2\u8003\u8cc7\u6599\u3092\u8aad\u3093\u3067\u304b\u3089\u7b54\u3048\u308b\u300d<\/strong>\u72b6\u614b\u3092\u4f5c\u308b\u6280\u8853\u3067\u3059\u3002ChatGPT\u3084Claude\u306f\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u60c5\u5831\uff08\u793e\u5185\u898f\u7a0b\u30fb\u6700\u65b0\u306e\u5e02\u5834\u30c7\u30fc\u30bf\u30fb\u81ea\u793e\u88fd\u54c1\u4ed5\u69d8\u66f8\u306a\u3069\uff09\u306f\u77e5\u308a\u307e\u305b\u3093\u3002RAG\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u305d\u3046\u3044\u3063\u305f\u300cAI\u304c\u77e5\u3089\u306a\u3044\u60c5\u5831\u300d\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u53c2\u7167\u3055\u305b\u306a\u304c\u3089\u56de\u7b54\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>RAG\uff08Retrieval-Augmented Generation\uff1a\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09<\/strong>\uff1aAI\u304c\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u969b\u306b\u3001\u5916\u90e8\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084\u6587\u66f8\u3092\u691c\u7d22\u3057\u3066\u53c2\u7167\u3059\u308b\u4ed5\u7d44\u307f\u3002\u300c\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u300d\u3068\u547c\u3070\u308c\u308b\u7279\u6b8a\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u6587\u66f8\u3092\u4fdd\u5b58\u3057\u3001\u8cea\u554f\u306b\u95a2\u9023\u3059\u308b\u6587\u7ae0\u3092\u691c\u7d22\u3057\u3066AI\u306b\u8aad\u307e\u305b\u3066\u304b\u3089\u56de\u7b54\u3092\u751f\u6210\u3055\u305b\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001AI\u672c\u4f53\u3092\u5909\u66f4\u305b\u305a\u306b\u300c\u6700\u65b0\u60c5\u5831\u3092\u77e5\u3063\u3066\u3044\u308bAI\u300d\u3084\u300c\u793e\u5185\u77e5\u8b58\u306b\u8a73\u3057\u3044AI\u300d\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">1-1. RAG\u304c\u5fc5\u8981\u306b\u306a\u3063\u305f\u80cc\u666f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT\u30fbClaude\u30fbGemini\u306a\u3069\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306f\u3001\u81a8\u5927\u306a\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3057\u305f\u300c\u77e5\u8b58\u306e\u584a\u300d\u3067\u3059\u3002\u3057\u304b\u3057\u3053\u306e\u77e5\u8b58\u306b\u306f2\u3064\u306e\u9650\u754c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u77e5\u8b58\u306e\u30ab\u30c3\u30c8\u30aa\u30d5<\/strong>\uff1a\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u306f\u7d42\u308f\u308a\u304c\u3042\u308b\u30022025\u5e74\u4ee5\u964d\u306e\u51fa\u6765\u4e8b\u306f\u77e5\u3089\u306a\u3044<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u793e\u5185\u60c5\u5831\u3092\u77e5\u3089\u306a\u3044<\/strong>\uff1a\u81ea\u793e\u306e\u5c31\u696d\u898f\u5247\u30fb\u9867\u5ba2\u60c5\u5831\u30fb\u88fd\u54c1\u4ed5\u69d8\u306fAI\u304c\u5b66\u7fd2\u3057\u3066\u3044\u306a\u3044<\/span><\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e2\u3064\u306e\u9650\u754c\u3092\u89e3\u6c7a\u3059\u308b\u306e\u304cRAG\u3067\u3059\u3002<strong>\u300cAI\u306e\u672c\u4f53\u306f\u5909\u3048\u305a\u306b\u3001\u5916\u304b\u3089\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u300d<\/strong>\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3001\u30b3\u30b9\u30c8\u3068\u6642\u9593\u3092\u5927\u5e45\u306b\u7bc0\u7d04\u3057\u306a\u304c\u3089\u300c\u793e\u5185\u77e5\u8b58\u306b\u8a73\u3057\u3044AI\u300d\u3092\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1-2. RAG\u306e\u4ed5\u7d44\u307f\u30923\u30b9\u30c6\u30c3\u30d7\u3067\u7406\u89e3\u3059\u308b<\/h3>\n\n\n\n<div class=\"g-flow-row\" style=\"margin:24px 0;\">\n  <div class=\"g-flow-item\"><strong>\u2460\u6587\u66f8\u306e\u8aad\u307f\u8fbc\u307f<\/strong><br><span style=\"font-size:12px;\">PDF\u30fbWord\u30fbURL\u306a\u3069\u3092<br>\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b<br>\u4fdd\u5b58\uff08\u7d22\u5f15\u5316\uff09<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u2461\u95a2\u9023\u6587\u66f8\u306e\u691c\u7d22<\/strong><br><span style=\"font-size:12px;\">\u8cea\u554f\u3092\u53d7\u3051\u308b\u3068<br>\u95a2\u9023\u3059\u308b\u90e8\u5206\u3092<br>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u691c\u7d22<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u2462\u53c2\u7167\u3057\u3066\u56de\u7b54\u751f\u6210<\/strong><br><span style=\"font-size:12px;\">\u691c\u7d22\u3057\u305f\u6587\u66f8\u3092\u8aad\u3093\u3067<br>AI\u304c\u56de\u7b54\u3092\u751f\u6210<br>\u51fa\u5178\u3082\u660e\u793a\u3067\u304d\u308b<\/span><\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u304c\u81ea\u52d5\u5316\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u300c\u666e\u901a\u306b\u30c1\u30e3\u30c3\u30c8\u3059\u308b\u3060\u3051\u300d\u3067\u3001\u80cc\u5f8c\u3067\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u6587\u66f8\u691c\u7d22\u3068\u56de\u7b54\u751f\u6210\u304c\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08Vector Database\uff09<\/strong>\uff1a\u6587\u66f8\u3092AI\u304c\u691c\u7d22\u3057\u3084\u3059\u3044\u5f62\u5f0f\uff08\u30d9\u30af\u30c8\u30eb\uff1a\u6570\u5024\u306e\u7f85\u5217\uff09\u306b\u5909\u63db\u3057\u3066\u4fdd\u5b58\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002\u300c\u610f\u5473\u306e\u8fd1\u3055\u300d\u3067\u691c\u7d22\u3067\u304d\u308b\u305f\u3081\u3001\u300c\u5c31\u696d\u898f\u5247\u300d\u3092\u691c\u7d22\u3059\u308b\u3068\u300c\u52b4\u50cd\u6642\u9593\u300d\u300c\u6709\u7d66\u4f11\u6687\u300d\u306a\u3069\u306e\u95a2\u9023\u6587\u66f8\u3082\u5f15\u3063\u304b\u304b\u308a\u307e\u3059\u3002Pinecone\u30fbChroma\u30fbSupabase pgvector\u306a\u3069\u304c\u6709\u540d\u3067\u3059\u3002<\/p>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-rag-vs-finetuning&#038;blog_slug=cc-rag-vs-finetuning\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-rag-vs-finetuning&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-02\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">02<\/span>\n  <span class=\"section-label\" style=\"display:block;\">WHAT IS FINE-TUNING<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u306f\uff1fRAG\u3068\u306e\u6839\u672c\u7684\u306a\u9055\u3044<\/span>\n  <span class=\"section-desc\">AI\u30e2\u30c7\u30eb\u305d\u306e\u3082\u306e\u3092\u300c\u6539\u9020\u30fb\u7279\u8a13\u300d\u3059\u308b\u624b\u6cd5<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08Fine-tuning\uff09\u3068\u306f\u3001<strong>\u65e2\u5b58\u306eAI\u30e2\u30c7\u30eb\u306b\u8ffd\u52a0\u5b66\u7fd2\u3092\u3055\u305b\u3001\u30e2\u30c7\u30eb\u81ea\u4f53\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\uff08\u5185\u90e8\u8a2d\u5b9a\uff09\u3092\u5909\u66f4\u3059\u308b\u624b\u6cd5<\/strong>\u3067\u3059\u3002\u5927\u91cf\u306e\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\uff08\u5165\u529b\u3068\u7406\u60f3\u7684\u306a\u51fa\u529b\u306e\u30da\u30a2\uff09\u3092\u7528\u610f\u3057\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3067AI\u3092\u518d\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u7279\u5b9a\u306e\u7528\u9014\u306b\u7279\u5316\u3057\u305f\u30e2\u30c7\u30eb\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u304c\u300c\u5916\u304b\u3089\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u300d\u306e\u306b\u5bfe\u3057\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f<strong>\u300cAI\u306e\u5185\u90e8\u3092\u66f8\u304d\u63db\u3048\u308b\u300d<\/strong>\u624b\u6cd5\u3067\u3059\u3002\u5b66\u7fd2\u304c\u5b8c\u4e86\u3057\u305f\u5f8c\u306f\u3001\u5916\u90e8\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u53c2\u7167\u306a\u3057\u306b\u3001\u305d\u306e\u77e5\u8b58\u3067AI\u304c\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08Fine-tuning\uff1a\u5fae\u8abf\u6574\uff09<\/strong>\uff1aGPT\u3084Claude\u306a\u3069\u306e\u57fa\u76e4\u30e2\u30c7\u30eb\u306b\u3001\u8ffd\u52a0\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u518d\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u3067\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u8abf\u6574\u3059\u308b\u624b\u6cd5\u3002\u300c\u3053\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u30c7\u30fc\u30bf1\u4e07\u4ef6\u3092\u5b66\u7fd2\u3055\u305b\u3066\u3001\u3046\u3061\u306e\u4f1a\u793e\u306e\u30b5\u30dd\u30fc\u30c8\u53e3\u8abf\u3067\u7b54\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u3059\u308b\u300d\u3068\u3044\u3046\u306e\u304c\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002\u30e2\u30c7\u30eb\u81ea\u4f53\u304c\u5909\u308f\u308b\u305f\u3081\u3001\u52b9\u679c\u306f\u6c38\u7d9a\u3057\u307e\u3059\u304c\u30b3\u30b9\u30c8\u3068\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">2-1. \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u6709\u52b9\u306a\u5834\u9762<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u672c\u5f53\u306b\u5fc5\u8981\u306b\u306a\u308b\u5834\u9762\u306f\u3001\u5b9f\u306f\u304b\u306a\u308a\u9650\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u6761\u4ef6\u304c\u91cd\u306a\u308b\u5834\u5408\u306b\u691c\u8a0e\u3059\u308b\u306e\u304c\u9069\u5207\u3067\u3059\u3002<\/p>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u7279\u5b9a\u306e\u30c8\u30fc\u30f3\u30fb\u6587\u4f53\u304c\u7d76\u5bfe\u306b\u5fc5\u8981<\/strong>\uff1a\u300c\u5f0a\u793e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u306e\u72ec\u81ea\u53e3\u8abf\u3067\u5fc5\u305a\u7b54\u3048\u308b\u300d<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u6975\u3081\u3066\u5c02\u9580\u7684\u306a\u696d\u754c\u7528\u8a9e\u3092\u5927\u91cf\u306b\u6271\u3046<\/strong>\uff1a\u533b\u7642\u8a3a\u65ad\u30fb\u6cd5\u5f8b\u6587\u66f8\u306a\u3069\u3001RAG\u3067\u306f\u5bfe\u5fdc\u3057\u304d\u308c\u306a\u3044\u91cf<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u56de\u7b54\u901f\u5ea6\u304c\u30df\u30ea\u79d2\u5358\u4f4d\u3067\u91cd\u8981<\/strong>\uff1a\u5916\u90e8\u691c\u7d22\u306a\u3057\u3067\u5373\u5ea7\u306b\u56de\u7b54\u304c\u5fc5\u8981<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u6570\u4e07\u301c\u6570\u5341\u4e07\u4ef6\u306e\u30e9\u30d9\u30eb\u4ed8\u304d\u30c7\u30fc\u30bf\u304c\u3042\u308b<\/strong>\uff1a\u300c\u826f\u3044\u56de\u7b54\u300d\u306e\u30b5\u30f3\u30d7\u30eb\u304c\u5927\u91cf\u306b\u5b58\u5728\u3059\u308b<\/span><\/div>\n\n<\/div>\n\n\n\n<div style=\"background:#fef2f2;border:2px solid #dc2626;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:20px;\">&#9888;&#65039;<\/span>\n    <strong style=\"color:#dc2626;font-size:16px;\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u300c\u6700\u7d42\u624b\u6bb5\u300d<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u9ad8\u30b3\u30b9\u30c8\uff08GPT-4\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u5834\u5408\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u6e96\u5099\u8cbb\u7528+API\u5229\u7528\u6599\u3067\u6570\u5341\u4e07\u301c\u6570\u767e\u4e07\u5186\u898f\u6a21\u306b\u306a\u308b\u3053\u3068\u3082\uff09\u304b\u3064\u3001\u4e00\u5ea6\u5b66\u7fd2\u3057\u3066\u3082\u65b0\u3057\u3044\u60c5\u5831\u306b\u306f\u5bfe\u5fdc\u3067\u304d\u307e\u305b\u3093\u3002\u300c\u793e\u5185\u77e5\u8b58\u3092AI\u306b\u899a\u3048\u3055\u305b\u305f\u3044\u300d\u3068\u3044\u3046\u76ee\u7684\u306a\u3089\u3001RAG\u306e\u65b9\u304c\u73fe\u5b9f\u7684\u3067\u3059\u3002\u307e\u305a\u300cRAG\u3067\u89e3\u6c7a\u3067\u304d\u306a\u3044\u304b\u300d\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-rag-vs-finetuning&#038;blog_slug=cc-rag-vs-finetuning\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-rag-vs-finetuning&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-03\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">03<\/span>\n  <span class=\"section-label\" style=\"display:block;\">KEY DIFFERENCES<\/span>\n  <span class=\"section-title\" style=\"display:block;\">RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u3092\u300c\u66f8\u5eab\u53c2\u7167 vs \u793e\u54e1\u80b2\u6210\u300d\u3067\u7406\u89e3<\/span>\n  <span class=\"section-desc\">\u30b3\u30fc\u30c9\u3092\u66f8\u304b\u306a\u304f\u3066\u3082\u9055\u3044\u304c\u5206\u304b\u308b\u6bd4\u55a9\u3067\u89e3\u8aac<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u3092\u3001<strong>\u300c\u66f8\u5eab\u53c2\u7167\u578bAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u300dvs\u300c\u80b2\u6210\u578b\u793e\u54e1\u300d<\/strong>\u3068\u3044\u3046\u6bd4\u55a9\u3067\u7406\u89e3\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u306f\u3001<strong>\u512a\u79c0\u306a\u30ea\u30b5\u30fc\u30c1\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u66f8\u5eab\uff08\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff09\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u7b54\u3048\u308b<\/strong>\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002\u8cea\u554f\u304c\u6765\u308b\u305f\u3073\u306b\u66f8\u5eab\u3092\u691c\u7d22\u3057\u3001\u95a2\u9023\u6587\u66f8\u3092\u8aad\u3093\u3067\u304b\u3089\u56de\u7b54\u3057\u307e\u3059\u3002\u66f8\u5eab\u306b\u65b0\u3057\u3044\u6587\u66f8\u3092\u8ffd\u52a0\u3059\u308c\u3070\u5373\u5ea7\u306b\u300c\u65b0\u3057\u3044\u60c5\u5831\u300d\u3092\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u66f8\u5eab\u306e\u5185\u5bb9\u304c\u5909\u308f\u3063\u3066\u3082\u3001\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u81ea\u8eab\u306f\u5909\u308f\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001<strong>\u65b0\u5165\u793e\u54e1\u306b\u5927\u91cf\u306e\u696d\u52d9\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u6697\u8a18\u3055\u305b\u308b<\/strong>\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u30023\u30f6\u6708\u9593\u307f\u3063\u3061\u308a\u7814\u4fee\u3057\u3066\u3001\u696d\u52d9\u306b\u7cbe\u901a\u3057\u305f\u793e\u54e1\u3092\u80b2\u3066\u307e\u3059\u3002\u7814\u4fee\u5f8c\u306f\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u898b\u306a\u304f\u3066\u3082\u7b54\u3048\u3089\u308c\u307e\u3059\u304c\u3001\u696d\u52d9\u5185\u5bb9\u304c\u5909\u308f\u3063\u305f\u3089\u518d\u7814\u4fee\u304c\u5fc5\u8981\u3067\u3059\u3002\u7814\u4fee\u306e\u30b3\u30b9\u30c8\u306f\u9ad8\u3044\u3067\u3059\u304c\u3001\u4e00\u5ea6\u899a\u3048\u305f\u3053\u3068\u306f\u5b9a\u7740\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u6bd4\u8f03\u8ef8<\/th><th>RAG\uff08\u66f8\u5eab\u53c2\u7167\u578b\uff09<\/th><th>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08\u793e\u54e1\u80b2\u6210\u578b\uff09<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u30b3\u30b9\u30c8<\/td><td>\u4f4e\u301c\u4e2d\uff08\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5229\u7528\u6599\uff09<\/td><td>\u9ad8\uff08\u5b66\u7fd2\u30c7\u30fc\u30bf\u6e96\u5099+\u8a08\u7b97\u30b3\u30b9\u30c8\uff09<\/td><\/tr>\n<tr><td>\u60c5\u5831\u66f4\u65b0<\/td><td>\u5373\u6642\uff08\u6587\u66f8\u8ffd\u52a0\u3067OK\uff09<\/td><td>\u9045\u3044\uff08\u518d\u5b66\u7fd2\u304c\u5fc5\u8981\uff09<\/td><\/tr>\n<tr><td>\u56de\u7b54\u7cbe\u5ea6<\/td><td>\u6839\u62e0\uff08\u51fa\u5178\uff09\u3092\u660e\u793a\u3067\u304d\u308b<\/td><td>\u6697\u8a18\u578b\u306e\u305f\u3081\u51fa\u5178\u4e0d\u660e\u306b\u306a\u308a\u304c\u3061<\/td><\/tr>\n<tr><td>\u5bfe\u5fdc\u60c5\u5831\u91cf<\/td><td>\u7121\u5236\u9650\uff08DB\u306b\u8ffd\u52a0\u3059\u308c\u3070\u826f\u3044\uff09<\/td><td>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u4f9d\u5b58\uff08\u81a8\u5927\u306a\u91cf\u304c\u5fc5\u8981\uff09<\/td><\/tr>\n<tr><td>\u5b9f\u88c5\u306e\u96e3\u6613\u5ea6<\/td><td>\u4e2d\uff08Claude Code\u7b49\u3067\u7c21\u7565\u5316\u53ef\u80fd\uff09<\/td><td>\u9ad8\uff08ML\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u5fc5\u8981\uff09<\/td><\/tr>\n<tr><td>\u6700\u521d\u306e\u5c0e\u5165\u6642\u9593<\/td><td>\u77ed\u3044\uff08\u6570\u65e5\u301c2\u9031\u9593\uff09<\/td><td>\u9577\u3044\uff08\u6570\u9031\u9593\u301c\u6570\u30f6\u6708\uff09<\/td><\/tr>\n<tr><td>\u5411\u3044\u3066\u3044\u308b\u7528\u9014<\/td><td>\u793e\u5185QA\u30fbFAQ\u30fb\u6700\u65b0\u60c5\u5831\u53c2\u7167<\/td><td>\u7279\u5b9a\u53e3\u8abf\u30fb\u5c02\u9580\u5206\u91ce\u306e\u6df1\u3044\u77e5\u8b58<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u300c\u3046\u3061\u306e\u4f1a\u793e\u306e\u898f\u7a0b\u96c6\u3092AI\u306b\u8aad\u307f\u8fbc\u307e\u305b\u3066\u3001\u793e\u54e1\u306e\u8cea\u554f\u306b\u7b54\u3048\u3055\u305b\u305f\u3044\u300d\u2014\u2014\u3053\u308c\u306fRAG\u3067\u3059\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u4e0d\u8981\u3067\u3059\u3002\u300c\u3046\u3061\u306e\u30b5\u30dd\u30fc\u30c8\u30bb\u30f3\u30bf\u30fc\u306e\u72ec\u81ea\u306e\u53e3\u8abf\u3067\u7d76\u5bfe\u306b\u7b54\u3048\u3055\u305b\u305f\u3044\u30025\u4e07\u4ef6\u306e\u30b5\u30f3\u30d7\u30eb\u5bfe\u8a71\u304c\u3042\u308b\u300d\u2014\u2014\u3053\u308c\u306f\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u6709\u52b9\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/div>\n<\/div>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>\u30d9\u30af\u30c8\u30eb\u57cb\u3081\u8fbc\u307f\uff08Vector Embedding\uff09<\/strong>\uff1a\u6587\u66f8\u3084\u5358\u8a9e\u3092AI\u304c\u300c\u610f\u5473\u306e\u8fd1\u3055\u300d\u3067\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u3001\u6570\u5024\uff08\u30d9\u30af\u30c8\u30eb\uff09\u306b\u5909\u63db\u3059\u308b\u51e6\u7406\u3002\u300c\u5c31\u696d\u898f\u5247\u300d\u3068\u300c\u52b4\u50cd\u6642\u9593\u300d\u306f\u610f\u5473\u304c\u8fd1\u3044\u305f\u3081\u3001\u30d9\u30af\u30c8\u30eb\u7a7a\u9593\u3067\u3082\u8fd1\u304f\u306b\u914d\u7f6e\u3055\u308c\u307e\u3059\u3002RAG\u306f\u3053\u306e\u6280\u8853\u3092\u4f7f\u3063\u3066\u300c\u610f\u5473\u7684\u306b\u95a2\u9023\u3059\u308b\u6587\u66f8\u300d\u3092\u691c\u7d22\u3057\u307e\u3059\u3002\u6587\u66f8\u3092\u30d9\u30af\u30c8\u30eb\u306b\u5909\u63db\u3059\u308b\u51e6\u7406\u306f\u300c\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0\uff08Embedding\uff09\u300d\u3068\u3082\u547c\u3070\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">3-1. RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u300c\u6df7\u5408\u300d\u3067\u4f7f\u3046\u5834\u5408<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u6392\u4ed6\u7684\u306a\u9078\u629e\u80a2\u3067\u306f\u306a\u304f\u3001<strong>\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3082\u53ef\u80fd<\/strong>\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u533b\u7642\u5c02\u9580\u7528\u8a9e\u306b\u7279\u5316\u3057\u305f\u30e2\u30c7\u30eb\uff08\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09\u304c\u3001\u6700\u65b0\u306e\u8a3a\u7642\u30ac\u30a4\u30c9\u30e9\u30a4\u30f3\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\uff08RAG\uff09\u56de\u7b54\u3059\u308b\u300d\u3068\u3044\u3046\u4f7f\u3044\u65b9\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u30b3\u30b9\u30c8\u3068\u8907\u96d1\u3055\u304c\u5897\u3059\u305f\u3081\u3001\u307e\u305a\u306f\u3069\u3061\u3089\u304b\u4e00\u65b9\u3067\u89e3\u6c7a\u3067\u304d\u306a\u3044\u304b\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<div style=\"background:#f0fdf4;border:1px solid #22c55e;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:18px;\">&#128161;<\/span>\n    <strong style=\"color:#16a34a;font-size:15px;\">\u5927\u591a\u6570\u306e\u30d3\u30b8\u30cd\u30b9\u7528\u9014\u306fRAG\u3067\u5341\u5206<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u5f0a\u793eGENAI\u304cAI\u5c0e\u5165\u306e\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u3092\u3057\u3066\u304d\u305f\u7d4c\u9a13\u4e0a\u3001\u7d4c\u55b6\u8005\u30fb\u7ba1\u7406\u8077\u304c\u300cAI\u306b\u5b66\u7fd2\u3055\u305b\u305f\u3044\u300d\u3068\u8a00\u3046\u8981\u671b\u306e95%\u4ee5\u4e0a\u306fRAG\u3067\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u672c\u5f53\u306b\u5fc5\u8981\u306a\u30b1\u30fc\u30b9\u306f\u3001\u975e\u5e38\u306b\u7279\u6b8a\u306a\u696d\u754c\u3084\u975e\u5e38\u306b\u5927\u898f\u6a21\u306a\u8981\u4ef6\u306b\u9650\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-rag-vs-finetuning&#038;blog_slug=cc-rag-vs-finetuning\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-rag-vs-finetuning&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-04\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">04<\/span>\n  <span class=\"section-label\" style=\"display:block;\">CHOOSING GUIDE<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u3069\u3061\u3089\u3092\u9078\u3076\u3079\u304d\u304b\uff1a\u5224\u65ad\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/span>\n  <span class=\"section-desc\">5\u3064\u306e\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u3067\u6700\u9069\u89e3\u3092\u6c7a\u3081\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u3069\u3061\u3089\u3092\u9078\u3076\u3079\u304d\u304b\u30925\u3064\u306e\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u3067\u5224\u65ad\u3059\u308b\u5b9f\u8df5\u7684\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8<\/th><th>RAG\u3092\u9078\u3076<\/th><th>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u9078\u3076<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u60c5\u5831\u306e\u66f4\u65b0\u983b\u5ea6<\/td><td>\u67081\u56de\u4ee5\u4e0a\u66f4\u65b0\u304c\u3042\u308b<\/td><td>1\u5e74\u4ee5\u4e0a\u5909\u308f\u3089\u306a\u3044\u60c5\u5831<\/td><\/tr>\n<tr><td>\u30c7\u30fc\u30bf\u91cf<\/td><td>\u6587\u66f8\u6570\u5341\u301c\u6570\u5343\u4ef6\u7a0b\u5ea6<\/td><td>\u300c\u826f\u3044\u56de\u7b54\u4f8b\u300d\u304c1\u4e07\u4ef6\u4ee5\u4e0a\u3042\u308b<\/td><\/tr>\n<tr><td>\u4e88\u7b97<\/td><td>\u6708\u6570\u4e07\u5186\u306eAPI\u30b3\u30b9\u30c8\u5185<\/td><td>\u521d\u671f\u6295\u8cc7\u6570\u5341\u4e07\u301c\u6570\u767e\u4e07\u5186OK<\/td><\/tr>\n<tr><td>\u56de\u7b54\u306e\u6839\u62e0<\/td><td>\u300c\u3069\u306e\u6587\u66f8\u304b\u3089\uff1f\u300d\u3068\u805e\u304b\u308c\u308b\u3053\u3068\u304c\u3042\u308b<\/td><td>\u51fa\u5178\u4e0d\u660e\u3067\u3082\u554f\u984c\u306a\u3044<\/td><\/tr>\n<tr><td>\u958b\u767a\u30ea\u30bd\u30fc\u30b9<\/td><td>\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3057\uff08Claude Code\u5229\u7528\uff09<\/td><td>ML\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u793e\u5185\u306b\u3044\u308b<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u306e\u3046\u3061\u3001<strong>3\u3064\u4ee5\u4e0a\u300cRAG\u3092\u9078\u3076\u300d\u306b\u5f53\u3066\u306f\u307e\u308c\u3070\u3001\u307e\u305aRAG\u304b\u3089\u691c\u8a0e\u3059\u308b\u3053\u3068\u3092\u5f37\u304f\u63a8\u5968<\/strong>\u3057\u307e\u3059\u3002\u300c\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u304b\u3082\u300d\u3068\u601d\u3063\u3066\u3082\u3001\u5b9f\u969b\u306bRAG\u3067\u8a66\u3057\u3066\u307f\u308b\u3068\u3001\u591a\u304f\u306e\u5834\u5408RAG\u3067\u5341\u5206\u306a\u7cbe\u5ea6\u304c\u51fa\u307e\u3059\u3002<\/p>\n\n\n\n<div style=\"background:linear-gradient(135deg,#1a1a1a,#0f172a);border-radius:12px;padding:20px 24px;margin:24px 0;display:flex;align-items:center;gap:16px;color:#fff;\">\n  <span style=\"font-size:36px;\">&#127942;<\/span>\n  <div>\n    <div style=\"font-size:13px;color:#3b82f6;font-weight:700;letter-spacing:1px;\">VERDICT<\/div>\n    <div style=\"font-size:18px;font-weight:800;\">RAG\u306b\u8ecd\u914d<\/div>\n    <div style=\"font-size:14px;color:rgba(255,255,255,0.7);margin-top:4px;\">\u521d\u671f\u6295\u8cc7\u304c\u5c11\u306a\u304f\u3001\u60c5\u5831\u66f4\u65b0\u304c\u5bb9\u6613\u3002\u307e\u305a\u306fRAG\u304b\u3089\u59cb\u3081\u3066\u3001\u4e0d\u8db3\u3092\u611f\u3058\u305f\u3089\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u691c\u8a0e\u3002<\/div>\n  <\/div>\n<\/div>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u5f0a\u793e\u3067\u306f\u6700\u521d\u300c\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u3067\u306f\uff1f\u300d\u3068\u601d\u3063\u3066\u76f8\u8ac7\u3057\u305f\u6848\u4ef6\u304c\u3001RAG\u3067\u89e3\u6c7a\u3057\u305f\u30b1\u30fc\u30b9\u3092\u4f55\u5ea6\u3082\u7d4c\u9a13\u3057\u3066\u3044\u307e\u3059\u3002\u300c\u793e\u5185QA\u30fb\u8b70\u4e8b\u9332\u691c\u7d22\u30fb\u88fd\u54c1FAQ\u3078\u306e\u81ea\u52d5\u56de\u7b54\u300d\u306f\u3059\u3079\u3066RAG\u3067\u5341\u5206\u3067\u3057\u305f\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u3068\u8a00\u308f\u308c\u305f\u3089\u3001\u307e\u305a\u300cRAG\u3067\u306f\u30c0\u30e1\u306a\u7406\u7531\u300d\u3092\u805e\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-rag-vs-finetuning&#038;blog_slug=cc-rag-vs-finetuning\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-rag-vs-finetuning&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-05\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">05<\/span>\n  <span class=\"section-label\" style=\"display:block;\">CLAUDE CODE RAG<\/span>\n  <span class=\"section-title\" style=\"display:block;\">Claude Code\u3067RAG\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5<\/span>\n  <span class=\"section-desc\">\u30b3\u30fc\u30c9\u4e0d\u8981\u3067\u300c\u793e\u5185\u77e5\u8b58\u306b\u8a73\u3057\u3044AI\u300d\u3092\u4f5c\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u300cRAG\u304c\u5fc5\u8981\u305d\u3046\u3060\u304c\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3044\u306a\u3044\u300d\u3068\u3044\u3046\u5834\u5408\u306e\u89e3\u6c7a\u7b56\u304c<strong>Claude Code<\/strong>\u3067\u3059\u3002Claude Code\u306fAI\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3068\u3057\u3066\u3001RAG\u30b7\u30b9\u30c6\u30e0\u306e\u8a2d\u8a08\u304b\u3089\u5b9f\u88c5\u307e\u3067\u81ea\u5f8b\u7684\u306b\u3053\u306a\u3057\u307e\u3059\u3002\u65e5\u672c\u8a9e\u306e\u6307\u793a\u3060\u3051\u3067\u3001\u793e\u5185\u6587\u66f8\u3092\u53c2\u7167\u3059\u308bAI\u30c1\u30e3\u30c3\u30c8\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"g-flow-row\" style=\"margin:24px 0;\">\n  <div class=\"g-flow-item\"><strong>\u2460\u6587\u66f8\u3092\u6e96\u5099<\/strong><br><span style=\"font-size:12px;\">PDF\u30fbWord\u30fb\u30c6\u30ad\u30b9\u30c8<br>\u30d5\u30a1\u30a4\u30eb\u3092\u30d5\u30a9\u30eb\u30c0\u306b<br>\u307e\u3068\u3081\u308b<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u2461Claude Code\u306b\u4f9d\u983c<\/strong><br><span style=\"font-size:12px;\">\u300c\u3053\u306e\u30d5\u30a9\u30eb\u30c0\u306e\u6587\u66f8\u3092<br>\u30d9\u30af\u30c8\u30ebDB\u306b\u767b\u9332\u3057\u3066<br>QA\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u3063\u3066\u300d<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u2462\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9<\/strong><br><span style=\"font-size:12px;\">Claude Code\u304c<br>RAG\u30b7\u30b9\u30c6\u30e0\u3092<br>\u81ea\u52d5\u69cb\u7bc9\u30fb\u5b9f\u884c<\/span><\/div>\n  <div class=\"g-flow-arrow\">&#8594;<\/div>\n  <div class=\"g-flow-item\"><strong>\u2463\u793e\u5185AI\u304c\u5b8c\u6210<\/strong><br><span style=\"font-size:12px;\">\u300c\u5c31\u696d\u898f\u5247\u306e\u6709\u4f11\u306f<br>\u4f55\u65e5\uff1f\u300d\u2192\u6587\u66f8\u3092<br>\u53c2\u7167\u3057\u3066\u56de\u7b54<\/span><\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">5-1. Claude Code\u3078\u306eRAG\u5b9f\u88c5\u6307\u793a\u306e\u4f8b<\/h3>\n\n\n\n<div style=\"background:#f0fdf4;border:1px solid #22c55e;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:18px;\">&#128161;<\/span>\n    <strong style=\"color:#16a34a;font-size:15px;\">\u5b9f\u969b\u306bClaude Code\u306b\u9001\u3063\u305f\u6307\u793a\uff08\u30b3\u30d4\u30da\u3067\u4f7f\u3048\u308b\uff09<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">\u3053\u3046\u8a00\u3048\u3070RAG\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u3063\u3066\u304f\u308c\u307e\u3059\uff1a\u300cC\u30c9\u30e9\u30a4\u30d6\u306e\"company-docs\"\u30d5\u30a9\u30eb\u30c0\u306b\u5c31\u696d\u898f\u5247\u306ePDF\u30fb\u88fd\u54c1\u30de\u30cb\u30e5\u30a2\u30eb\u306eWord\u30fb\u904e\u53bb\u306e\u8b70\u4e8b\u9332\u30c6\u30ad\u30b9\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u3092\u8aad\u307f\u8fbc\u3093\u3067\u3001ChromaDB\u306b\u30d9\u30af\u30c8\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3057\u3001\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u3067\u8cea\u554f\u3059\u308b\u3068\u95a2\u9023\u6587\u66f8\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u56de\u7b54\u3059\u308bPython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f5c\u3063\u3066\u304f\u3060\u3055\u3044\u3002\u8cea\u554f\u3078\u306e\u56de\u7b54\u6642\u306b\u306f\u5fc5\u305a\u300c\u53c2\u7167\u5143\uff1a\u30d5\u30a1\u30a4\u30eb\u540d\uff08\u30da\u30fc\u30b8\u6570\uff09\u300d\u3082\u8868\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u300d<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u3088\u3046\u306a\u65e5\u672c\u8a9e\u306e\u6307\u793a\u3067\u3001Claude Code\u306f\u6b21\u306e\u51e6\u7406\u3092\u81ea\u5f8b\u7684\u306b\u5b9f\u884c\u3057\u307e\u3059\uff1a\u2460ChromaDB\uff08\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff09\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3001\u2461\u6587\u66f8\u306e\u8aad\u307f\u8fbc\u307f\u3068\u30d9\u30af\u30c8\u30eb\u5909\u63db\u3001\u2462\u8cea\u554f\u51e6\u7406\u30b9\u30af\u30ea\u30d7\u30c8\u306e\u4f5c\u6210\u3001\u2463\u30a8\u30e9\u30fc\u304c\u51fa\u305f\u3089\u81ea\u52d5\u4fee\u6b63\u3002<strong>\u30b3\u30fc\u30c9\u3092\u4e00\u5207\u66f8\u304b\u306a\u304f\u3066\u3082\u3001RAG\u30b7\u30b9\u30c6\u30e0\u304c\u5b8c\u6210\u3057\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<div style=\"background:#f8f9fa;border-left:4px solid #6b7280;border-radius:0 8px 8px 0;padding:16px 20px;margin:20px 0;\">\n  <p style=\"margin:0 0 4px;font-size:13px;font-weight:700;color:#6b7280;letter-spacing:1px;\">&#128218; \u7528\u8a9e\u89e3\u8aac<\/p>\n  <p style=\"margin:0;font-size:15px;line-height:1.7;\"><strong>ChromaDB\uff08\u30af\u30ed\u30deDB\uff09<\/strong>\uff1a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002\u30ed\u30fc\u30ab\u30eb\uff08\u81ea\u5206\u306ePC\uff09\u3067\u52d5\u304b\u305b\u308b\u305f\u3081\u3001\u793e\u5916\u306b\u30c7\u30fc\u30bf\u3092\u9001\u3089\u305a\u306bRAG\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u7121\u6599\u3067\u4f7f\u3048\u3066\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3082\u7c21\u5358\u306a\u305f\u3081\u3001Claude Code + ChromaDB\u306e\u7d44\u307f\u5408\u308f\u305b\u306fRAG\u5165\u9580\u306e\u5b9a\u756a\u3067\u3059\u3002<\/p>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">5-2. RAG\u306e\u5b9f\u88c5\u306b\u4f7f\u3048\u308bAI\u30b5\u30fc\u30d3\u30b9<\/h3>\n\n\n\n<table>\n<thead><tr><th>\u30b5\u30fc\u30d3\u30b9<\/th><th>\u7279\u5fb4<\/th><th>\u30b3\u30b9\u30c8\u76ee\u5b89<\/th><th>\u304a\u3059\u3059\u3081\u7528\u9014<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>Claude Code + ChromaDB<\/td><td>\u30ed\u30fc\u30ab\u30eb\u5b9f\u88c5\u3001\u30c7\u30fc\u30bf\u304c\u5916\u306b\u51fa\u306a\u3044<\/td><td>Claude\u67083\u4e07\u5186\u306e\u307f<\/td><td>\u793e\u5916\u79d8\u6587\u66f8\u306eQA<\/td><\/tr>\n<tr><td>OpenAI Assistants API<\/td><td>\u30d5\u30a1\u30a4\u30eb\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3067\u81ea\u52d5RAG<\/td><td>API\u5f93\u91cf\u8ab2\u91d1\uff08\u67081\u301c5\u4e07\u5186\uff09<\/td><td>ChatGPT\u6d3b\u7528\u6e08\u307f\u306e\u5834\u5408<\/td><\/tr>\n<tr><td>Google NotebookLM<\/td><td>GUI\u3067\u64cd\u4f5c\u3001\u30b3\u30fc\u30c9\u4e0d\u8981<\/td><td>\u7121\u6599\u301c\u67082,900\u5186<\/td><td>\u500b\u4eba\u30fb\u5c0f\u898f\u6a21\u5229\u7528<\/td><\/tr>\n<tr><td>Microsoft Copilot Studio<\/td><td>Teams\u3068\u9023\u643a\u3001\u793e\u5185\u77e5\u8b58\u30dc\u30c3\u30c8<\/td><td>\u6708\u6570\u5343\u301c\u6570\u4e07\u5186<\/td><td>Teams\u5229\u7528\u4f01\u696d<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b3\u30b9\u30c8\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u4f7f\u3044\u3084\u3059\u3055\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u6700\u3082\u826f\u3044\u306e\u304c<strong>\u300cClaude Code + ChromaDB\u300d<\/strong>\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u3059\u3002\u793e\u5916\u79d8\u306e\u6587\u66f8\u3092\u30af\u30e9\u30a6\u30c9\u306b\u9001\u3089\u305a\u306b\u30ed\u30fc\u30ab\u30eb\u3067\u51e6\u7406\u3067\u304d\u3001Claude Code\u3078\u306e\u65e5\u672c\u8a9e\u6307\u793a\u3060\u3051\u3067\u5b9f\u88c5\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-rag-vs-finetuning&#038;blog_slug=cc-rag-vs-finetuning\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-rag-vs-finetuning&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-06\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">06<\/span>\n  <span class=\"section-label\" style=\"display:block;\">GENAI RAG EXAMPLES<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u3010GENAI\u5b9f\u4f8b\u3011Claude Code\u306b\u3088\u308bRAG\u6d3b\u7528\u3067\u5b9f\u73fe\u3057\u305f\u696d\u52d9\u81ea\u52d5\u5316<\/span>\n  <span class=\"section-desc\">\u5f0a\u793eGENAI\u304cClaude Code \u00d7 RAG\u3067\u89e3\u6c7a\u3057\u305f\u5b9f\u969b\u306e\u696d\u52d9\u8ab2\u984c<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f0a\u793e\uff08\u682a\u5f0f\u4f1a\u793eGENAI\uff09\u3067Claude Code + RAG\u3092\u4f7f\u3063\u3066\u5b9f\u969b\u306b\u89e3\u6c7a\u3057\u305f\u696d\u52d9\u8ab2\u984c\u306e\u4e00\u90e8\u3092\u516c\u958b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3059\u3079\u3066<strong>ML\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3057\u30fb\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306a\u3057<\/strong>\u3067\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u696d\u52d9\u8ab2\u984c<\/th><th>RAG\u306e\u5b9f\u88c5\u5185\u5bb9<\/th><th>\u524a\u6e1b\u52b9\u679c<\/th><th>Claude Code\u306e\u5f79\u5272<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u9867\u5ba2\u304b\u3089\u306e\u554f\u3044\u5408\u308f\u305b\u81ea\u52d5\u56de\u7b54<\/td><td>FAQ\u3068\u30de\u30cb\u30e5\u30a2\u30eb\u3092\u30d9\u30af\u30c8\u30ebDB\u5316<\/td><td>\u5bfe\u5fdc\u6642\u959360%\u524a\u6e1b<\/td><td>RAG\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9+\u56de\u7b54\u7cbe\u5ea6\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0<\/td><\/tr>\n<tr><td>\u793e\u5185\u898f\u7a0b\u78ba\u8a8d\u306e\u52b9\u7387\u5316<\/td><td>\u5c31\u696d\u898f\u5247\u30fb\u7533\u8acb\u66f8\u4e00\u89a7\u3092RAG\u5316<\/td><td>\u691c\u7d22\u6642\u959390%\u524a\u6e1b<\/td><td>Python\u30b9\u30af\u30ea\u30d7\u30c8\u3068API\u30b5\u30fc\u30d0\u30fc\u751f\u6210<\/td><\/tr>\n<tr><td>\u904e\u53bb\u8b70\u4e8b\u9332\u306e\u691c\u7d22\u30fb\u8981\u7d04<\/td><td>\u5168\u8b70\u4e8b\u9332\uff083\u5e74\u5206\uff09\u3092ChromeDB\u767b\u9332<\/td><td>\u624b\u52d5\u691c\u7d22\u6642\u959395%\u524a\u6e1b<\/td><td>\u30d9\u30af\u30c8\u30eb\u5316\u30d0\u30c3\u30c1+\u691c\u7d22UI\u751f\u6210<\/td><\/tr>\n<tr><td>\u7af6\u5408\u5206\u6790\u30ec\u30dd\u30fc\u30c8\u81ea\u52d5\u751f\u6210<\/td><td>\u7af6\u5408\u30b5\u30a4\u30c8\u30fb\u30ec\u30dd\u30fc\u30c8\u3092RAG\u5316<\/td><td>\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u6642\u959380%\u524a\u6e1b<\/td><td>Web\u30b9\u30af\u30ec\u30a4\u30d7+RAG\u9023\u643a\u30b9\u30af\u30ea\u30d7\u30c8\u751f\u6210<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306eRAG\u30b7\u30b9\u30c6\u30e0\u3067\u3001<strong>\u5408\u8a08\u524a\u6e1b\u6642\u9593\u306f\u6708100\u6642\u9593\u4ee5\u4e0a<\/strong>\u3002\u5916\u6ce8\u8cbb\u63db\u7b97\u3067\u670850\u301c80\u4e07\u5186\u76f8\u5f53\u306e\u4f5c\u696d\u3092\u30bc\u30ed\u5316\u3057\u3066\u3044\u307e\u3059\u3002Claude Code\uff08\u67083\u4e07\u5186\uff09\u3068\u306e\u8cbb\u7528\u5bfe\u52b9\u679c\u306f20\u301c25\u500d\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap is-right\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"AI\u9b3c\u7ba1\u7406\u5c71\u5d0e\">\n    <span class=\"balloon-name\">AI\u9b3c\u7ba1\u7406\u5c71\u5d0e<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u7279\u306b\u300c\u904e\u53bb\u8b70\u4e8b\u9332\u306e\u691c\u7d22\u300d\u306f\u5287\u7684\u306b\u5909\u308f\u308a\u307e\u3057\u305f\u3002\u4ee5\u524d\u306f\u300c\u3042\u306e\u4f1a\u8b70\u3067X\u306b\u3064\u3044\u3066\u3069\u3046\u6c7a\u307e\u3063\u305f\u3063\u3051\u300d\u306830\u5206\u4ee5\u4e0a\u304b\u304b\u3063\u3066\u3044\u305f\u78ba\u8a8d\u304c\u3001\u300cX\u306b\u3064\u3044\u3066\u3069\u3093\u306a\u3053\u3068\u304cY\u4f1a\u8b70\u3067\u6c7a\u307e\u308a\u307e\u3057\u305f\u304b\uff1f\u300d\u3068\u805e\u304f\u306810\u79d2\u3067\u8b70\u4e8b\u9332\u306e\u8a72\u5f53\u7b87\u6240\u3068\u6c7a\u5b9a\u5185\u5bb9\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u30023\u5e74\u5206\u30fb\u6570\u767e\u4ef6\u306e\u8b70\u4e8b\u9332\u304c\u77ac\u6642\u306b\u691c\u7d22\u3067\u304d\u307e\u3059\u3002<\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-rag-vs-finetuning&#038;blog_slug=cc-rag-vs-finetuning\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-rag-vs-finetuning&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-07\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">07<\/span>\n  <span class=\"section-label\" style=\"display:block;\">COST COMPARISON<\/span>\n  <span class=\"section-title\" style=\"display:block;\">RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u30b3\u30b9\u30c8\u6bd4\u8f03<\/span>\n  <span class=\"section-desc\">\u30d3\u30b8\u30cd\u30b9\u5224\u65ad\u306b\u5fc5\u8981\u306a\u300c\u304a\u91d1\u306e\u8a71\u300d\u3092\u6b63\u76f4\u306b\u89e3\u8aac<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6280\u8853\u306e\u9078\u629e\u306f\u30b3\u30b9\u30c8\u3068\u4e0d\u53ef\u5206\u3067\u3059\u3002RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u73fe\u5b9f\u7684\u306a\u30b3\u30b9\u30c8\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7-1. RAG\u306e\u30b3\u30b9\u30c8\u69cb\u9020<\/h3>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u30d9\u30af\u30c8\u30ebDB\uff1a<\/strong>Chroma\u306a\u3089\u7121\u6599\uff08\u30ed\u30fc\u30ab\u30eb\uff09\u3001Pinecone\u306f\u67080\u301c70\u30c9\u30eb<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u30a8\u30f3\u30d9\u30c7\u30a3\u30f3\u30b0API\uff1a<\/strong>OpenAI text-embedding-3-small \u306f1\u4e07\u30c8\u30fc\u30af\u30f3\u7d040.02\u5186\uff08\u975e\u5e38\u306b\u5b89\u3044\uff09<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>LLM API\uff08\u56de\u7b54\u751f\u6210\uff09\uff1a<\/strong>Claude claude-haiku-4-5 \u306a\u3089\u6708\u6570\u5343\u301c\u6570\u4e07\u5186\u7a0b\u5ea6<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u69cb\u7bc9\u30b3\u30b9\u30c8\uff1a<\/strong>Claude Code\u5229\u7528\u306a\u3089\u67083\u4e07\u5186+\u30a8\u30f3\u30b8\u30cb\u30a2\u8cbb\u7528\u30bc\u30ed<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u7dad\u6301\u8cbb\uff1a<\/strong>\u6587\u66f8\u8ffd\u52a0\u306f\u90fd\u5ea6API\u547c\u3073\u51fa\u3057\uff081\u56de\u6570\u5186\u4ee5\u4e0b\uff09<\/span><\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5c0f\u898f\u6a21\uff08\u793e\u518510\u301c50\u4eba\uff09\u306eRAG\u30b7\u30b9\u30c6\u30e0\u306a\u3089\u3001\u67083\u301c10\u4e07\u5186\u7a0b\u5ea6\u3067\u5b9f\u73fe\u53ef\u80fd<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7-2. \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u30b3\u30b9\u30c8\u69cb\u9020<\/h3>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u30c7\u30fc\u30bf\u6e96\u5099\u8cbb\u7528\uff1a<\/strong>\u300c\u826f\u3044\u56de\u7b54\u4f8b\u300d\u306e\u30e9\u30d9\u30ea\u30f3\u30b0\u4f5c\u696d\uff08\u4eba\u4ef6\u8cbb\uff09\u670810\u301c50\u4e07\u5186<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u5b66\u7fd2\u30b3\u30b9\u30c8\uff1a<\/strong>GPT-4\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f100\u4e07\u30c8\u30fc\u30af\u30f3\u3067\u7d0412\u30c9\u30eb\u301c<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>ML\u30a8\u30f3\u30b8\u30cb\u30a2\u8cbb\uff1a<\/strong>\u670850\u301c100\u4e07\u5186\uff08\u793e\u5185\uff09\u307e\u305f\u306f\u5916\u6ce8\u8cbb\u6708100\u301c300\u4e07\u5186<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u53cd\u5fa9\u5b66\u7fd2\uff1a<\/strong>\u7cbe\u5ea6\u304c\u51fa\u308b\u307e\u3067\u5b66\u7fd2\u3092\u7e70\u308a\u8fd4\u3059\u8cbb\u7528<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span><strong>\u518d\u5b66\u7fd2\u8cbb\u7528\uff1a<\/strong>\u60c5\u5831\u304c\u5909\u308f\u308b\u305f\u3073\u306b\u518d\u5b66\u7fd2\u304c\u5fc5\u8981<\/span><\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u73fe\u5b9f\u7684\u306a\u521d\u671f\u6295\u8cc7\u306f\u6700\u4f4e\u3067\u3082\u6570\u5341\u4e07\u301c\u6570\u767e\u4e07\u5186<\/strong>\u3067\u3059\u3002\u300cAI\u306b\u899a\u3048\u3055\u305b\u305f\u3044\u300d\u3068\u3044\u3046\u7528\u9014\u3067\u306f\u3001RAG\u306e10\u301c50\u500d\u306e\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u3053\u3068\u3092\u7406\u89e3\u3057\u3066\u304a\u3044\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<table>\n<thead><tr><th>\u30b3\u30b9\u30c8\u9805\u76ee<\/th><th>RAG\uff08\u6708\u6b21\u30e9\u30f3\u30cb\u30f3\u30b0\uff09<\/th><th>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff08\u521d\u671f\u6295\u8cc7\uff09<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u30b7\u30b9\u30c6\u30e0\u69cb\u7bc9<\/td><td>1\u301c3\u4e07\u5186\uff08Claude Code\uff09<\/td><td>100\u301c500\u4e07\u5186\uff08ML\u30a8\u30f3\u30b8\u30cb\u30a2\uff09<\/td><\/tr>\n<tr><td>\u30a4\u30f3\u30d5\u30e9<\/td><td>\u67081\u301c5\u4e07\u5186\uff08API+DB\uff09<\/td><td>\u5225\u9014\u30af\u30e9\u30a6\u30c9\u8a08\u7b97\u8cbb\uff08\u6570\u5341\u4e07\uff09<\/td><\/tr>\n<tr><td>\u30c7\u30fc\u30bf\u6e96\u5099<\/td><td>\u6587\u66f8\u6574\u7406\u306e\u307f\uff08\u6570\u6642\u9593\uff09<\/td><td>\u30e9\u30d9\u30ea\u30f3\u30b0\u4f5c\u696d\uff08\u6570\u30f6\u6708\uff09<\/td><\/tr>\n<tr><td>\u7dad\u6301\u8cbb<\/td><td>\u67083\u301c10\u4e07\u5186<\/td><td>\u518d\u5b66\u7fd2\u3054\u3068\u306b\u6570\u5341\u301c\u6570\u767e\u4e07\u5186<\/td><\/tr>\n<tr><td>\u60c5\u5831\u66f4\u65b0\u5bfe\u5fdc<\/td><td>\u5373\u6642\uff08\u6587\u66f8\u8ffd\u52a0\u3059\u308b\u3060\u3051\uff09<\/td><td>\u518d\u5b66\u7fd2\u304c\u5fc5\u8981\uff08\u6570\u9031\u9593+\u8cbb\u7528\uff09<\/td><\/tr>\n<\/tbody>\n<\/table>\n\n\n\n<div style=\"background:linear-gradient(135deg,#1a1a1a,#0f172a);border-radius:12px;padding:20px 24px;margin:24px 0;display:flex;align-items:center;gap:16px;color:#fff;\">\n  <span style=\"font-size:36px;\">&#127942;<\/span>\n  <div>\n    <div style=\"font-size:13px;color:#3b82f6;font-weight:700;letter-spacing:1px;\">VERDICT<\/div>\n    <div style=\"font-size:18px;font-weight:800;\">RAG\u306b\u8ecd\u914d<\/div>\n    <div style=\"font-size:14px;color:rgba(255,255,255,0.7);margin-top:4px;\">\u30b3\u30b9\u30c8\u30fb\u30b9\u30d4\u30fc\u30c9\u30fb\u67d4\u8edf\u6027\u3059\u3079\u3066\u3067RAG\u304c\u512a\u4f4d\u3002\u521d\u671f\u6295\u8cc7100\u4e07\u5186\u4ee5\u4e0a\u304b\u3051\u3066\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u524d\u306b\u3001\u307e\u305aRAG\u3092\u8a66\u3059\u3079\u304d\u3002<\/div>\n  <\/div>\n<\/div>\n\n\n<div style=\"margin:48px 0 8px;display:flex;gap:12px;justify-content:center;flex-wrap:wrap;\"><a href=\"https:\/\/aikanri.genai-ai.co.jp\/seminar2-blog\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_content=cc-rag-vs-finetuning&#038;blog_slug=cc-rag-vs-finetuning\" target=\"_blank\" rel=\"noopener\" aria-label=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff08\u7121\u6599\u30fb1on1\u30fb60\u5206\uff09\u306e\u4e88\u7d04\u753b\u9762\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_seminar_claude_code_2026.jpg\" alt=\"Claude Code \u5b8c\u5168\u89e3\u8aac\u30bb\u30df\u30ca\u30fc\uff5c\u7d4c\u55b6\u8005\u30fb\u4f1a\u793e\u5f79\u54e1\u5c02\u7528 1on1 60\u5206 \u7121\u6599\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&#038;utm_medium=h2banner&#038;utm_campaign=cc-rag-vs-finetuning&#038;utm_content=h2-banner-kanri\" target=\"_blank\" rel=\"noopener\" aria-label=\"AI\u9b3c\u7ba1\u7406 \u516c\u5f0f\u30b5\u30a4\u30c8\u3078\" style=\"flex:1 1 280px;max-width:360px;text-decoration:none;\"><img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/05\/cta_blog_1to1.jpg\" alt=\"Claude Code\u3092\u7d4c\u55b6\u306b\u6d3b\u304b\u3057\u305f\u3044\u65b9\u3078 \u2014 AI\u9b3c\u7ba1\u7406\" style=\"width:100%;height:auto;border-radius:8px;display:block;\"><\/a><\/div>\n\n\n<div id=\"sec-08\"><\/div>\n<h2 class=\"section-header-img\" style=\"margin:32px 0 24px;border-radius:8px;overflow:hidden;background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);padding:32px 28px;color:#fff;position:relative;border:none;border-left:none;text-align:left;\">\n  <span class=\"section-number\" style=\"display:block;\">08<\/span>\n  <span class=\"section-label\" style=\"display:block;\">CONCLUSION<\/span>\n  <span class=\"section-title\" style=\"display:block;\">\u307e\u3068\u3081 \u2500\u2500 AI\u306b\u300c\u4f55\u3092\u899a\u3048\u3055\u305b\u308b\u304b\u300d\u3088\u308a\u300c\u4f55\u3092\u53c2\u7167\u3055\u305b\u308b\u304b\u300d<\/span>\n  <span class=\"section-desc\">\u5927\u591a\u6570\u306e\u30d3\u30b8\u30cd\u30b9\u7528\u9014\u306fRAG+Claude Code\u3067\u89e3\u6c7a\u3067\u304d\u308b<\/span>\n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u3092\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306b\u89e3\u8aac\u3057\u3001Claude Code\u3092\u4f7f\u3048\u3070RAG\u3092\u30b3\u30fc\u30c9\u306a\u3057\u3067\u5b9f\u88c5\u3067\u304d\u308b\u3053\u3068\u3092\u5b9f\u4f8b\u3068\u3068\u3082\u306b\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div style=\"background:#fafafa;border-radius:8px;padding:16px 20px;margin:16px 0;border-left:4px solid #dc2626;\">\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>RAG\u306f\u300c\u5916\u90e8\u6587\u66f8\u3092\u53c2\u7167\u3057\u306a\u304c\u3089\u56de\u7b54\u300d\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u300cAI\u306e\u5185\u90e8\u3092\u5909\u66f4\u300d<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u30b3\u30b9\u30c8\u30fb\u30b9\u30d4\u30fc\u30c9\u30fb\u60c5\u5831\u66f4\u65b0\u306e\u3059\u3079\u3066\u3067RAG\u304c\u512a\u4f4d\u3002\u5927\u591a\u6570\u306e\u7528\u9014\u306fRAG\u3067\u5341\u5206<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304c\u5fc5\u8981\u306a\u306e\u306f\u300c\u72ec\u81ea\u53e3\u8abf\u30fb\u5c02\u9580\u5206\u91ce\u306e\u6df1\u3044\u77e5\u8b58\u30fb\u5927\u91cf\u30b5\u30f3\u30d7\u30eb\u30c7\u30fc\u30bf\u3042\u308a\u300d\u306e\u5834\u5408\u306e\u307f<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>Claude Code\u3078\u306e\u65e5\u672c\u8a9e\u6307\u793a\u3060\u3051\u3067RAG\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u308b\uff08\u30b3\u30fc\u30c9\u4e0d\u8981\uff09<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u5f0a\u793eGENAI\u306fClaude Code \u00d7 RAG\u3067\u6708100\u6642\u9593\u4ee5\u4e0a\u30fb\u5916\u6ce8\u8cbb\u63db\u7b9750\u301c80\u4e07\u5186\u76f8\u5f53\u3092\u524a\u6e1b<\/span><\/div>\n<div style=\"display:flex;align-items:flex-start;gap:8px;padding:6px 0;font-size:15px;line-height:1.6;\"><span style=\"color:#dc2626;font-size:16px;flex-shrink:0;margin-top:2px;\">&#10004;&#65039;<\/span><span>\u300cAI\u306b\u793e\u5185\u77e5\u8b58\u3092\u5b66\u7fd2\u3055\u305b\u305f\u3044\u300d\u3068\u601d\u3063\u305f\u3089\u3001\u307e\u305aRAG\u3092\u691c\u8a0e\u3059\u308b<\/span><\/div>\n\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u8981\u306a\u306e\u306f\u3001<strong>\u300cAI\u306b\u4f55\u3092\u899a\u3048\u3055\u305b\u308b\u304b\uff08\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\uff09\u300d\u3088\u308a\u300cAI\u306b\u4f55\u3092\u53c2\u7167\u3055\u305b\u308b\u304b\uff08RAG\uff09\u300d<\/strong>\u3068\u3044\u3046\u767a\u60f3\u306e\u8ee2\u63db\u3067\u3059\u3002\u793e\u5185\u306e\u6587\u66f8\u30fb\u30eb\u30fc\u30eb\u30fb\u30ce\u30a6\u30cf\u30a6\u3092AI\u304c\u53c2\u7167\u3067\u304d\u308b\u72b6\u614b\u306b\u3059\u308b\u3060\u3051\u3067\u3001\u591a\u304f\u306e\u696d\u52d9\u8ab2\u984c\u306f\u89e3\u6c7a\u3057\u307e\u3059\u3002\u30b3\u30fc\u30c9\u3092\u66f8\u304f\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002Claude Code\u304c\u3084\u3063\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u300c\u793e\u5185\u77e5\u8b58\u306b\u8a73\u3057\u3044AI\u300d\u3092\u81ea\u793e\u3067\u3082\u4f5c\u308a\u305f\u3044\u65b9\u3078<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u306e\u6982\u5ff5\u306f\u7406\u89e3\u3067\u304d\u305f\u304c\u3001\u5b9f\u969b\u306b\u3069\u3046\u9032\u3081\u308b\u304b\u5206\u304b\u3089\u306a\u3044\u2014\u2014\u305d\u306e\u76f8\u8ac7\u3092\u5f0a\u793eGENAI\u3067\u306f\u7121\u6599\u3067\u627f\u3063\u3066\u3044\u307e\u3059\u3002\u300c\u3046\u3061\u306e\u5834\u5408\u306fRAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3069\u3061\u3089\u304c\u826f\u3044\u304b\u300d\u300cClaude Code\u3067\u5b9f\u969b\u306b\u8a66\u3057\u3066\u307f\u305f\u3044\u300d\u3068\u3044\u3046\u65b9\u306f\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<div class=\"balloon-wrap\">\n  <div class=\"balloon-icon\">\n    <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-sugasawa.jpg\" alt=\"\u4ee3\u8868\u83c5\u6fa4\">\n    <span class=\"balloon-name\">\u4ee3\u8868\u83c5\u6fa4<\/span>\n  <\/div>\n  <div class=\"balloon-body\">\u76f8\u8ac7\u306e\u6d41\u308c\u306f\uff1a\u2460\u81ea\u793e\u306e\u8ab2\u984c\u30d2\u30a2\u30ea\u30f3\u30b0\uff0830\u5206\uff09\u2192\u2461RAG\/\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9069\u5426\u5224\u65ad\u2192\u2462Claude Code\u306b\u3088\u308b\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u63d0\u793a\u2014\u2014\u30b3\u30f3\u30b5\u30eb\u30d5\u30a3\u30fc\u306f\u4e0d\u8981\u3067\u3059\u3002<\/div>\n<\/div>\n\n\n\n<div style=\"background:linear-gradient(135deg,#1a1a1a 0%,#2a1015 100%);border-radius:16px;padding:36px 32px;margin:48px 0 16px;color:#fff;\">\n  <p style=\"font-size:13px;font-weight:700;color:#dc2626;letter-spacing:2px;margin:0 0 12px;\">NEXT STEP<\/p>\n  <p style=\"font-size:22px;font-weight:800;line-height:1.5;margin:0 0 20px;\">\u3053\u306e\u8a18\u4e8b\u306e\u5185\u5bb9\u3092\u3001\u3042\u306a\u305f\u306e\u30d3\u30b8\u30cd\u30b9\u3067<br>\u5b9f\u8df5\u3057\u3066\u307f\u307e\u305b\u3093\u304b\uff1f<\/p>\n  <div style=\"background:rgba(255,255,255,0.06);border:1px solid rgba(255,255,255,0.12);border-radius:12px;padding:24px;max-width:560px;margin:0 auto;\">\n    <p style=\"font-size:13px;color:#dc2626;font-weight:700;margin:0 0 8px;\">AI\u6d3b\u7528\u3092\u81ea\u793e\u3067\u56de\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u305f\u3044\u65b9\u3078<\/p>\n    <p style=\"font-size:20px;font-weight:800;margin:0 0 12px;\">AI\u9b3c\u7ba1\u7406<\/p>\n    <p style=\"font-size:14px;color:rgba(255,255,255,0.75);margin:0 0 20px;line-height:1.7;\">Claude Code\u30fbCowork\u5c0e\u5165\u652f\u63f4\u304b\u3089\u696d\u52d9\u8a2d\u8a08\u30fb\u793e\u5185\u6d78\u900f\u307e\u3067\u5b9f\u8df5\u30d9\u30fc\u30b9\u3067\u4f34\u8d70\u3002\u300c\u81ea\u793e\u3067\u56de\u305b\u308b\u7d44\u7e54\u300d\u309290\u65e5\u3067\u4f5c\u308b\u7d4c\u55b6\u8005\u5411\u3051\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3002<\/p>\n    <div style=\"text-align:center;\">\n      <a href=\"https:\/\/aikanri.genai-ai.co.jp\/?utm_source=blog&utm_medium=article&utm_campaign=cc-rag-vs-finetuning&utm_content=next-step-cta\" target=\"_blank\" rel=\"noopener\" style=\"display:inline-block;background:#dc2626;color:#fff;font-weight:700;font-size:15px;padding:14px 32px;border-radius:30px;text-decoration:none;\">AI\u9b3c\u7ba1\u7406\u3092\u8a73\u3057\u304f\u898b\u308b \u2192<\/a>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"faq\">\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Q. RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u540c\u6642\u306b\u4f7f\u3048\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u6280\u8853\u7684\u306b\u306f\u53ef\u80fd\u3067\u3059\u3002\u300c\u7279\u5b9a\u306e\u53e3\u8abf\u306b\u7279\u5316\u3057\u305f\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u30e2\u30c7\u30eb\u300d\u304c\u300c\u6700\u65b0\u306e\u793e\u5185\u6587\u66f8\u3092\u53c2\u7167\u3059\u308bRAG\u300d\u3092\u4f7f\u3063\u3066\u56de\u7b54\u3059\u308b\u3001\u3068\u3044\u3046\u7d44\u307f\u5408\u308f\u305b\u304c\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30b3\u30b9\u30c8\u3068\u8907\u96d1\u3055\u304c\u5927\u5e45\u306b\u4e0a\u304c\u308b\u305f\u3081\u3001\u307e\u305a\u3069\u3061\u3089\u304b\u4e00\u65b9\u3067\u8a66\u3059\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u30029\u5272\u4ee5\u4e0a\u306e\u30b1\u30fc\u30b9\u306fRAG\u306e\u307f\u3067\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. RAG\u3067\u306f\u793e\u5916\u306e\u6a5f\u5bc6\u60c5\u5831\u304c\u6f0f\u308c\u307e\u305b\u3093\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. Claude Code + ChromaDB\uff08\u30ed\u30fc\u30ab\u30eb\uff09\u306e\u7d44\u307f\u5408\u308f\u305b\u306a\u3089\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u81ea\u4f53\u306f\u81ea\u793ePC\u5185\u306b\u3042\u308a\u307e\u3059\u3002\u305f\u3060\u3057LLM\u306e\u56de\u7b54\u751f\u6210\u6642\uff08Claude API\u3078\u306e\u9001\u4fe1\uff09\u306b\u95a2\u9023\u6587\u66f8\u306e\u4e00\u90e8\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u2460\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\uff08\u30ed\u30fc\u30ab\u30eb\uff09\u3067LLM\u3092\u52d5\u304b\u3059\uff08Ollama\u306a\u3069\uff09\u3001\u2461Anthropic\u30fbAzure\u306e\u30c7\u30fc\u30bf\u5229\u7528\u898f\u7d04\u3092\u78ba\u8a8d\u3059\u308b\u3001\u2462\u60c5\u5831\u306e\u6a5f\u5bc6\u5206\u985e\u3092\u3057\u3066\u975e\u6a5f\u5bc6\u60c5\u5831\u306e\u307fRAG\u306b\u4f7f\u3046\u3001\u306a\u3069\u306e\u5bfe\u7b56\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u3069\u306e\u304f\u3089\u3044\u306e\u6587\u66f8\u91cf\u304b\u3089RAG\u304c\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u6587\u66f8\u304c5\u4ef6\u3067\u3082500\u4ef6\u3067\u3082\u3001RAG\u306f\u6a5f\u80fd\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u52b9\u679c\u304c\u5927\u304d\u304f\u306a\u308b\u306e\u306f\u3001\u300c\u4eba\u9593\u3067\u306f\u5168\u90e8\u8aad\u307f\u5207\u308c\u306a\u3044\u91cf\u300d\u306e\u6587\u66f8\u304c\u3042\u308b\u5834\u5408\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f10\u4ef6\u4ee5\u4e0a\u306e\u6587\u66f8\u30fb\u5408\u8a0810,000\u5b57\u4ee5\u4e0a\u304c\u3042\u308c\u3070\u3001RAG\u306e\u4fa1\u5024\u304c\u51fa\u59cb\u3081\u307e\u3059\u30023\u5e74\u5206\u306e\u8b70\u4e8b\u9332\uff08\u6570\u767e\u4ef6\uff09\u3084\u8907\u6570\u306e\u898f\u7a0b\u96c6\uff08\u6570\u5341\u4ef6\uff09\u304c\u3042\u308c\u3070\u3001RAG\u306e\u5c0e\u5165\u4fa1\u5024\u306f\u975e\u5e38\u306b\u9ad8\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. ChatGPT\u306e\u30ab\u30b9\u30bf\u30e0GPT\u3068RAG\u306f\u4f55\u304c\u9055\u3044\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. ChatGPT\u306e\u30ab\u30b9\u30bf\u30e0GPT\uff08\u30d5\u30a1\u30a4\u30eb\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u6a5f\u80fd\uff09\u3082\u5185\u90e8\u7684\u306b\u306fRAG\u306b\u8fd1\u3044\u4ed5\u7d44\u307f\u3067\u3059\u3002\u624b\u8efd\u306b\u8a66\u305b\u308b\u70b9\u306f\u512a\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u2460\u30c7\u30fc\u30bf\u304c\u5168\u3066OpenAI\u306b\u9001\u3089\u308c\u308b\u3001\u2461\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306e\u81ea\u7531\u5ea6\u304c\u4f4e\u3044\u3001\u2462\u5927\u91cf\u30d5\u30a1\u30a4\u30eb\u306b\u5f31\u3044\u3001\u3068\u3044\u3046\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002Claude Code + ChromaDB\u3067\u81ea\u524dRAG\u3092\u69cb\u7bc9\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u81ea\u7531\u5ea6\u30fb\u6a5f\u5bc6\u6027\u30fb\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u304c\u5927\u5e45\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u300cAI\u3078\u306e\u6307\u793a\u6587\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3092\u5de5\u592b\u3057\u3066\u3001\u3088\u308a\u826f\u3044\u56de\u7b54\u3092\u5f15\u304d\u51fa\u3059\u6280\u8853\u300d\u3067\u3059\u3002\u30e2\u30c7\u30eb\u81ea\u4f53\u306f\u5909\u66f4\u3057\u307e\u305b\u3093\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u30e2\u30c7\u30eb\u81ea\u4f53\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u5909\u66f4\u3057\u307e\u3059\u3002\u512a\u5148\u9806\u4f4d\u306f\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316\u2192RAG\u2192\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u300d\u306e\u9806\u3067\u8a66\u3059\u306e\u304c\u9244\u5247\u3067\u3059\u3002\u307b\u3068\u3093\u3069\u306e\u5834\u5408\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u524d\u306b\u8a66\u305b\u308b\u3053\u3068\u304c\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. Claude Code\u4ee5\u5916\u3067RAG\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u4ed6\u306b\u3082\u2460LangChain\/LlamaIndex\u3092\u4f7f\u3063\u305f\u81ea\u524d\u5b9f\u88c5\uff08Python\u306e\u77e5\u8b58\u304c\u5fc5\u8981\uff09\u3001\u2461Google NotebookLM\uff08GUI\u64cd\u4f5c\u3067\u7c21\u5358\u3060\u304c\u6a5f\u80fd\u5236\u9650\u3042\u308a\uff09\u3001\u2462OpenAI Assistants API\uff08ChatGPT\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3067\u5b8c\u7d50\uff09\u3001\u2463Microsoft Copilot Studio\uff08Teams\u9023\u643a\u304c\u5f37\u3044\uff09\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u300c\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3057\u30fb\u793e\u5185\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u91cd\u8996\u30fb\u30b3\u30b9\u30c8\u6700\u5c0f\u5316\u300d\u306e\u5834\u5408\u306fClaude Code + \u30ed\u30fc\u30ab\u30ebChromaDB\u304c\u6700\u9069\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Q. RAG\u3067\u300c\u9593\u9055\u3063\u305f\u60c5\u5831\u3092\u53c2\u7167\u3057\u3066\u3057\u307e\u3046\u300d\u30ea\u30b9\u30af\u306f\u3042\u308a\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A. \u3042\u308a\u307e\u3059\u3002RAG\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u300c\u95a2\u9023\u6027\u304c\u4f4e\u3044\u6587\u66f8\u300d\u3092\u8aa4\u3063\u3066\u53c2\u7167\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u56de\u7b54\u306e\u7cbe\u5ea6\u304c\u4e0b\u304c\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u9632\u3050\u305f\u3081\u306e\u624b\u6cd5\u3068\u3057\u3066\u3001\u2460\u53c2\u7167\u6587\u66f8\u3092\u7d5e\u308b\uff08\u985e\u4f3c\u5ea6\u30b9\u30b3\u30a2\u306b\u95be\u5024\u3092\u8a2d\u3051\u308b\uff09\u3001\u2461\u56de\u7b54\u306b\u53c2\u7167\u5143\u3092\u660e\u793a\u3055\u305b\u3066\u4eba\u9593\u304c\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3001\u2462\u5b9a\u671f\u7684\u306b\u53c2\u7167\u6587\u66f8\u306e\u54c1\u8cea\u30c1\u30a7\u30c3\u30af\u3092\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u904b\u7528\u304c\u91cd\u8981\u3067\u3059\u3002Claude Code\u3067\u5b9f\u88c5\u3059\u308b\u969b\u306b\u3082\u3053\u308c\u3089\u306e\u8a2d\u5b9a\u3092\u7d44\u307f\u8fbc\u3080\u3088\u3046\u6307\u793a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [\n    {\n      \"@type\": \"Question\",\n      \"name\": \"RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u540c\u6642\u306b\u4f7f\u3048\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u6280\u8853\u7684\u306b\u306f\u53ef\u80fd\u3067\u3059\u3002\u300c\u7279\u5b9a\u306e\u53e3\u8abf\u306b\u7279\u5316\u3057\u305f\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u30e2\u30c7\u30eb\u300d\u304c\u300c\u6700\u65b0\u306e\u793e\u5185\u6587\u66f8\u3092\u53c2\u7167\u3059\u308bRAG\u300d\u3092\u4f7f\u3063\u3066\u56de\u7b54\u3059\u308b\u3001\u3068\u3044\u3046\u7d44\u307f\u5408\u308f\u305b\u304c\u3067\u304d\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30b3\u30b9\u30c8\u3068\u8907\u96d1\u3055\u304c\u5927\u5e45\u306b\u4e0a\u304c\u308b\u305f\u3081\u3001\u307e\u305a\u3069\u3061\u3089\u304b\u4e00\u65b9\u3067\u8a66\u3059\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u30029\u5272\u4ee5\u4e0a\u306e\u30b1\u30fc\u30b9\u306fRAG\u306e\u307f\u3067\u89e3\u6c7a\u3067\u304d\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"RAG\u3067\u306f\u793e\u5916\u306e\u6a5f\u5bc6\u60c5\u5831\u304c\u6f0f\u308c\u307e\u305b\u3093\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"Claude Code + ChromaDB\uff08\u30ed\u30fc\u30ab\u30eb\uff09\u306e\u7d44\u307f\u5408\u308f\u305b\u306a\u3089\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u81ea\u4f53\u306f\u81ea\u793ePC\u5185\u306b\u3042\u308a\u307e\u3059\u3002\u305f\u3060\u3057LLM\u306e\u56de\u7b54\u751f\u6210\u6642\uff08Claude API\u3078\u306e\u9001\u4fe1\uff09\u306b\u95a2\u9023\u6587\u66f8\u306e\u4e00\u90e8\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u6a5f\u5bc6\u6027\u306e\u9ad8\u3044\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u2460\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\uff08\u30ed\u30fc\u30ab\u30eb\uff09\u3067LLM\u3092\u52d5\u304b\u3059\uff08Ollama\u306a\u3069\uff09\u3001\u2461Anthropic\u30fbAzure\u306e\u30c7\u30fc\u30bf\u5229\u7528\u898f\u7d04\u3092\u78ba\u8a8d\u3059\u308b\u3001\u2462\u60c5\u5831\u306e\u6a5f\u5bc6\u5206\u985e\u3092\u3057\u3066\u975e\u6a5f\u5bc6\u60c5\u5831\u306e\u307fRAG\u306b\u4f7f\u3046\u3001\u306a\u3069\u306e\u5bfe\u7b56\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u3069\u306e\u304f\u3089\u3044\u306e\u6587\u66f8\u91cf\u304b\u3089RAG\u304c\u52b9\u679c\u3092\u767a\u63ee\u3057\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u6587\u66f8\u304c5\u4ef6\u3067\u3082500\u4ef6\u3067\u3082\u3001RAG\u306f\u6a5f\u80fd\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u52b9\u679c\u304c\u5927\u304d\u304f\u306a\u308b\u306e\u306f\u3001\u300c\u4eba\u9593\u3067\u306f\u5168\u90e8\u8aad\u307f\u5207\u308c\u306a\u3044\u91cf\u300d\u306e\u6587\u66f8\u304c\u3042\u308b\u5834\u5408\u3067\u3059\u3002\u5177\u4f53\u7684\u306b\u306f10\u4ef6\u4ee5\u4e0a\u306e\u6587\u66f8\u30fb\u5408\u8a0810,000\u5b57\u4ee5\u4e0a\u304c\u3042\u308c\u3070\u3001RAG\u306e\u4fa1\u5024\u304c\u51fa\u59cb\u3081\u307e\u3059\u30023\u5e74\u5206\u306e\u8b70\u4e8b\u9332\uff08\u6570\u767e\u4ef6\uff09\u3084\u8907\u6570\u306e\u898f\u7a0b\u96c6\uff08\u6570\u5341\u4ef6\uff09\u304c\u3042\u308c\u3070\u3001RAG\u306e\u5c0e\u5165\u4fa1\u5024\u306f\u975e\u5e38\u306b\u9ad8\u3044\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"ChatGPT\u306e\u30ab\u30b9\u30bf\u30e0GPT\u3068RAG\u306f\u4f55\u304c\u9055\u3044\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"ChatGPT\u306e\u30ab\u30b9\u30bf\u30e0GPT\uff08\u30d5\u30a1\u30a4\u30eb\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u6a5f\u80fd\uff09\u3082\u5185\u90e8\u7684\u306b\u306fRAG\u306b\u8fd1\u3044\u4ed5\u7d44\u307f\u3067\u3059\u3002\u624b\u8efd\u306b\u8a66\u305b\u308b\u70b9\u306f\u512a\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u2460\u30c7\u30fc\u30bf\u304c\u5168\u3066OpenAI\u306b\u9001\u3089\u308c\u308b\u3001\u2461\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u306e\u81ea\u7531\u5ea6\u304c\u4f4e\u3044\u3001\u2462\u5927\u91cf\u30d5\u30a1\u30a4\u30eb\u306b\u5f31\u3044\u3001\u3068\u3044\u3046\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002Claude Code + ChromaDB\u3067\u81ea\u524dRAG\u3092\u69cb\u7bc9\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u7ba1\u7406\u306e\u81ea\u7531\u5ea6\u30fb\u6a5f\u5bc6\u6027\u30fb\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u6027\u304c\u5927\u5e45\u306b\u4e0a\u304c\u308a\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u300cAI\u3078\u306e\u6307\u793a\u6587\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3092\u5de5\u592b\u3057\u3066\u3001\u3088\u308a\u826f\u3044\u56de\u7b54\u3092\u5f15\u304d\u51fa\u3059\u6280\u8853\u300d\u3067\u3059\u3002\u30e2\u30c7\u30eb\u81ea\u4f53\u306f\u5909\u66f4\u3057\u307e\u305b\u3093\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u30e2\u30c7\u30eb\u81ea\u4f53\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u30fc\u3092\u5909\u66f4\u3057\u307e\u3059\u3002\u512a\u5148\u9806\u4f4d\u306f\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316\u2192RAG\u2192\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u300d\u306e\u9806\u3067\u8a66\u3059\u306e\u304c\u9244\u5247\u3067\u3059\u3002\u307b\u3068\u3093\u3069\u306e\u5834\u5408\u3001\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u524d\u306b\u8a66\u305b\u308b\u3053\u3068\u304c\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"Claude Code\u4ee5\u5916\u3067RAG\u3092\u5b9f\u88c5\u3059\u308b\u65b9\u6cd5\u306f\u3042\u308a\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u4ed6\u306b\u3082\u2460LangChain\/LlamaIndex\u3092\u4f7f\u3063\u305f\u81ea\u524d\u5b9f\u88c5\uff08Python\u306e\u77e5\u8b58\u304c\u5fc5\u8981\uff09\u3001\u2461Google NotebookLM\uff08GUI\u64cd\u4f5c\u3067\u7c21\u5358\u3060\u304c\u6a5f\u80fd\u5236\u9650\u3042\u308a\uff09\u3001\u2462OpenAI Assistants API\uff08ChatGPT\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3067\u5b8c\u7d50\uff09\u3001\u2463Microsoft Copilot Studio\uff08Teams\u9023\u643a\u304c\u5f37\u3044\uff09\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u300c\u30a8\u30f3\u30b8\u30cb\u30a2\u306a\u3057\u30fb\u793e\u5185\u30c7\u30fc\u30bf\u306e\u30d7\u30e9\u30a4\u30d0\u30b7\u30fc\u91cd\u8996\u30fb\u30b3\u30b9\u30c8\u6700\u5c0f\u5316\u300d\u306e\u5834\u5408\u306fClaude Code + \u30ed\u30fc\u30ab\u30ebChromaDB\u304c\u6700\u9069\u3067\u3059\u3002\"\n      }\n    },\n    {\n      \"@type\": \"Question\",\n      \"name\": \"RAG\u3067\u300c\u9593\u9055\u3063\u305f\u60c5\u5831\u3092\u53c2\u7167\u3057\u3066\u3057\u307e\u3046\u300d\u30ea\u30b9\u30af\u306f\u3042\u308a\u307e\u3059\u304b\uff1f\",\n      \"acceptedAnswer\": {\n        \"@type\": \"Answer\",\n        \"text\": \"\u3042\u308a\u307e\u3059\u3002RAG\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u300c\u95a2\u9023\u6027\u304c\u4f4e\u3044\u6587\u66f8\u300d\u3092\u8aa4\u3063\u3066\u53c2\u7167\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u56de\u7b54\u306e\u7cbe\u5ea6\u304c\u4e0b\u304c\u308a\u307e\u3059\u3002\u3053\u308c\u3092\u9632\u3050\u305f\u3081\u306e\u624b\u6cd5\u3068\u3057\u3066\u3001\u2460\u53c2\u7167\u6587\u66f8\u3092\u7d5e\u308b\uff08\u985e\u4f3c\u5ea6\u30b9\u30b3\u30a2\u306b\u95be\u5024\u3092\u8a2d\u3051\u308b\uff09\u3001\u2461\u56de\u7b54\u306b\u53c2\u7167\u5143\u3092\u660e\u793a\u3055\u305b\u3066\u4eba\u9593\u304c\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3001\u2462\u5b9a\u671f\u7684\u306b\u53c2\u7167\u6587\u66f8\u306e\u54c1\u8cea\u30c1\u30a7\u30c3\u30af\u3092\u3059\u308b\u3001\u3068\u3044\u3063\u305f\u904b\u7528\u304c\u91cd\u8981\u3067\u3059\u3002Claude Code\u3067\u5b9f\u88c5\u3059\u308b\u969b\u306b\u3082\u3053\u308c\u3089\u306e\u8a2d\u5b9a\u3092\u7d44\u307f\u8fbc\u3080\u3088\u3046\u6307\u793a\u3067\u304d\u307e\u3059\u3002\"\n      }\n    }\n  ]\n}\n<\/script>\n\n\n\n<div style=\"background:#f8f9fa;border-radius:12px;padding:28px;margin:32px 0;border:1px solid #dee2e6;\">\n  <h3 style=\"margin:0 0 20px;font-size:18px;color:#1a1a1a;\">3-2. \u300cRAG\u3068\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u300d\u306e\u9055\u3044<\/h3>\n  <p style=\"font-size:15px;line-height:1.8;margin:0 0 16px;\">RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u6bd4\u8f03\u306b\u52a0\u3048\u3066\u3001\u3082\u3046\u4e00\u3064\u91cd\u8981\u306a\u6982\u5ff5\u3068\u306e\u9055\u3044\u3082\u6574\u7406\u3057\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<strong>\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0<\/strong>\u306f\u3001AI\u3078\u306e\u6307\u793a\u6587\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\uff09\u3092\u5de5\u592b\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6b63\u78ba\u306a\u56de\u7b54\u3092\u5f15\u304d\u51fa\u3059\u6280\u8853\u3067\u3059\u3002<\/p>\n  <p style=\"font-size:15px;line-height:1.8;margin:0 0 16px;\">\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306f\u6700\u3082\u30b3\u30b9\u30c8\u304c\u4f4e\u3044\u624b\u6cd5\u3067\u3059\u3002\u300c\u3042\u306a\u305f\u306f\u5c02\u9580\u306e\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30dd\u30fc\u30c8\u62c5\u5f53\u8005\u3067\u3059\u3002\u4ee5\u4e0b\u306e\u30eb\u30fc\u30eb\u306b\u5f93\u3063\u3066\u56de\u7b54\u3057\u3066\u304f\u3060\u3055\u3044\u2026\u300d\u3068\u3044\u3046\u3088\u3046\u306a\u6307\u793a\u6587\u306e\u5de5\u592b\u3060\u3051\u3067\u3001AI\u306e\u56de\u7b54\u54c1\u8cea\u3092\u5927\u5e45\u306b\u6539\u5584\u3067\u304d\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306e\u5909\u66f4\u3082\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3082\u4e0d\u8981\u3067\u3059\u3002<\/p>\n  <p style=\"font-size:15px;line-height:1.8;margin:0 0 16px;\">AI\u6d3b\u7528\u306e\u6700\u9069\u5316\u306f\u3001<strong>\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316 \u2192 RAG \u2192 \u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u300d<\/strong>\u306e\u9806\u756a\u3067\u8a66\u3059\u306e\u304c\u9244\u5247\u3067\u3059\u3002\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3092\u691c\u8a0e\u3059\u308b\u524d\u306b\u3001\u307e\u305a\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u5de5\u592b\u3068RAG\u3067\u89e3\u6c7a\u3067\u304d\u306a\u3044\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002Claude Code\u306f\u3001\u3053\u306e\u300c\u30d7\u30ed\u30f3\u30d7\u30c8\u6700\u9069\u5316 \u2192 RAG\u300d\u306e\u6d41\u308c\u3092\u3059\u3079\u3066\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<div style=\"background:#f8f9fa;border-radius:12px;padding:28px;margin:32px 0;border:1px solid #dee2e6;\">\n  <h3 style=\"margin:0 0 20px;font-size:18px;color:#1a1a1a;\">5-3. RAG\u5b9f\u88c5\u3067\u3088\u304f\u3042\u308b\u5931\u6557\u3068\u5bfe\u7b56<\/h3>\n  <p style=\"font-size:15px;line-height:1.8;margin:0 0 16px;\">Claude Code\u3067RAG\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306b\u3088\u304f\u906d\u9047\u3059\u308b\u554f\u984c\u3068\u3001\u305d\u306e\u5bfe\u7b56\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n\n  <div style=\"background:#fff;border-radius:8px;padding:16px 20px;margin:12px 0;border-left:3px solid #dc2626;\">\n    <p style=\"font-weight:700;margin:0 0 8px;font-size:15px;\">\u2776 \u300c\u95a2\u4fc2\u306a\u3044\u6587\u66f8\u304c\u691c\u7d22\u3055\u308c\u308b\u300d\u554f\u984c<\/p>\n    <p style=\"font-size:14px;line-height:1.7;margin:0;color:#555;\">\u539f\u56e0\uff1a\u985e\u4f3c\u5ea6\u30b9\u30b3\u30a2\u306e\u95be\u5024\u304c\u4f4e\u3059\u304e\u308b\u3002\u5bfe\u7b56\uff1aClaude Code\u306b\u300c\u985e\u4f3c\u5ea6\u30b9\u30b3\u30a20.7\u4ee5\u4e0a\u306e\u6587\u66f8\u3060\u3051\u3092\u53c2\u7167\u3059\u308b\u3088\u3046\u8a2d\u5b9a\u3057\u3066\u300d\u3068\u6307\u793a\u3059\u308b\u3002\u95be\u5024\u3092\u4e0a\u3052\u308b\u3068\u7cbe\u5ea6\u304c\u4e0a\u304c\u308b\u53cd\u9762\u3001\u8a72\u5f53\u6587\u66f8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u30b1\u30fc\u30b9\u3082\u5897\u3048\u308b\u305f\u3081\u30010.6\u301c0.8\u306e\u7bc4\u56f2\u3067\u8abf\u6574\u3057\u307e\u3059\u3002<\/p>\n  <\/div>\n\n  <div style=\"background:#fff;border-radius:8px;padding:16px 20px;margin:12px 0;border-left:3px solid #f59e0b;\">\n    <p style=\"font-weight:700;margin:0 0 8px;font-size:15px;\">\u2777 \u300c\u53e4\u3044\u60c5\u5831\u3067\u56de\u7b54\u3055\u308c\u308b\u300d\u554f\u984c<\/p>\n    <p style=\"font-size:14px;line-height:1.7;margin:0;color:#555;\">\u539f\u56e0\uff1a\u30d9\u30af\u30c8\u30ebDB\u306b\u53e4\u3044\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u6587\u66f8\u304c\u6b8b\u3063\u3066\u3044\u308b\u3002\u5bfe\u7b56\uff1a\u6587\u66f8\u3092\u66f4\u65b0\u3057\u305f\u3089\u5fc5\u305aDB\u3082\u518d\u767b\u9332\u3059\u308b\uff08\u524a\u9664\u2192\u65b0\u898f\u8ffd\u52a0\uff09\u3002Claude Code\u306b\u300c\u6587\u66f8\u66f4\u65b0\u6642\u306e\u518d\u767b\u9332\u30b9\u30af\u30ea\u30d7\u30c8\u3082\u4f5c\u3063\u3066\u300d\u3068\u4f9d\u983c\u3059\u308b\u3068\u3001\u81ea\u52d5\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n  <\/div>\n\n  <div style=\"background:#fff;border-radius:8px;padding:16px 20px;margin:12px 0;border-left:3px solid #3b82f6;\">\n    <p style=\"font-weight:700;margin:0 0 8px;font-size:15px;\">\u2778 \u300c\u53c2\u7167\u5143\u304c\u8868\u793a\u3055\u308c\u306a\u3044\u300d\u554f\u984c<\/p>\n    <p style=\"font-size:14px;line-height:1.7;margin:0;color:#555;\">\u539f\u56e0\uff1a\u56de\u7b54\u751f\u6210\u6642\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u51fa\u5178\u8868\u793a\u306e\u6307\u793a\u304c\u306a\u3044\u3002\u5bfe\u7b56\uff1a\u300c\u56de\u7b54\u306e\u672b\u5c3e\u306b\u5fc5\u305a\u53c2\u7167\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u540d\u3068\u30da\u30fc\u30b8\u756a\u53f7\u3092\u8868\u793a\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u3044\u3046\u30b7\u30b9\u30c6\u30e0\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u8ffd\u52a0\u3059\u308b\u3002RAG\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u3001\u56de\u7b54\u306e\u6839\u62e0\u3092\u78ba\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n  <\/div>\n<\/div>\n\n\n\n<div style=\"background:#f0f9ff;border:1px solid #0284c7;border-radius:8px;padding:20px 24px;margin:24px 0;\">\n  <div style=\"display:flex;align-items:center;gap:8px;margin-bottom:12px;\">\n    <span style=\"font-size:18px;\">&#128161;<\/span>\n    <strong style=\"color:#0369a1;font-size:15px;\">RAG\u306e\u5c0e\u5165\u30b9\u30c6\u30c3\u30d7\uff1a\u6700\u521d\u306e2\u9031\u9593\u3067\u3067\u304d\u308b\u3053\u3068<\/strong>\n  <\/div>\n  <p style=\"margin:0;font-size:15px;line-height:1.8;color:#333;\">Week 1: \u793e\u5185\u3067\u6700\u3082\u300c\u691c\u7d22\u3057\u305f\u3044\u6587\u66f8\u300d\u309210\u301c20\u4ef6\u9078\u3093\u3067\u30d5\u30a9\u30eb\u30c0\u306b\u6574\u7406\u2192Claude Code\u306b\u300c\u3053\u306e\u30d5\u30a9\u30eb\u30c0\u3092RAG\u5316\u3057\u3066\u300d\u3068\u4f9d\u983c\u2192ChromaDB\u767b\u9332\u5b8c\u4e86\uff081\u301c2\u65e5\uff09\u3002Week 2: \u30c6\u30b9\u30c8\u8cea\u554f\u309210\u301c20\u4ef6\u6295\u3052\u3066\u7cbe\u5ea6\u78ba\u8a8d\u2192\u95be\u5024\u8abf\u6574\u30fb\u6587\u66f8\u8ffd\u52a0\u2192\u7cbe\u5ea680%\u4ee5\u4e0a\u306a\u3089\u672c\u756a\u904b\u7528\u958b\u59cb\u30022\u9031\u9593\u3067\u300c\u793e\u5185\u77e5\u8b58\u306b\u8a73\u3057\u3044AI\u300d\u304c\u5b8c\u6210\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n\n\n\n<div style=\"display:flex;gap:16px;margin:24px 0;align-items:flex-start;\">\n  <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/ceo-avatar.png\" alt=\"\u83c5\u6fa4\" style=\"width:56px;height:56px;border-radius:50%;object-fit:cover;flex-shrink:0;\">\n  <div style=\"background:#f8f9fa;border-radius:12px;padding:16px 20px;font-size:15px;line-height:1.8;max-width:560px;\">\n    <p style=\"font-weight:700;font-size:13px;color:#888;margin:0 0 8px;\">\u83c5\u6fa4<\/p>\n    <p style=\"margin:0;\">\u300cRAG\u3067\u5931\u6557\u3057\u305f\u300d\u3068\u3044\u3046\u76f8\u8ac7\u3092\u53d7\u3051\u308b\u3068\u3001\u307b\u307c\u6bce\u56de\u300c\u6587\u66f8\u306e\u6574\u7406\u304c\u4e0d\u5341\u5206\u3060\u3063\u305f\u300d\u304c\u539f\u56e0\u3067\u3059\u3002\u30d9\u30af\u30c8\u30ebDB\u306b\u4f55\u3067\u3082\u5165\u308c\u308c\u3070\u3044\u3044\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u300cAI\u306b\u53c2\u7167\u3055\u305b\u305f\u3044\u60c5\u5831\u3092\u6574\u7406\u30fb\u7d5e\u308a\u8fbc\u3080\u300d\u3068\u3044\u3046\u524d\u5de5\u7a0b\u304c\u91cd\u8981\u3067\u3059\u3002\u30b4\u30df\u3092\u5165\u308c\u308b\u3068\u30b4\u30df\u304c\u51fa\u3066\u304d\u307e\u3059\u3002<\/p>\n  <\/div>\n<\/div>\n\n\n\n<div style=\"display:flex;gap:16px;margin:24px 0;align-items:flex-start;flex-direction:row-reverse;\">\n  <img decoding=\"async\" src=\"https:\/\/genai-ai.co.jp\/ai-kanri\/wp-content\/uploads\/2026\/04\/yamazaki-avatar.png\" alt=\"\u5c71\u5d0e\" style=\"width:56px;height:56px;border-radius:50%;object-fit:cover;flex-shrink:0;\">\n  <div style=\"background:#fff3f3;border-radius:12px;padding:16px 20px;font-size:15px;line-height:1.8;max-width:560px;\">\n    <p style=\"font-weight:700;font-size:13px;color:#888;margin:0 0 8px;\">\u5c71\u5d0e<\/p>\n    <p style=\"margin:0;\">RAG\u306e\u300c\u6587\u66f8\u6574\u7406\u300d\u30b3\u30b9\u30c8\u3082\u904e\u5c0f\u8a55\u4fa1\u3057\u306a\u3044\u3088\u3046\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u300c\u3068\u308a\u3042\u3048\u305a\u5168\u90e8\u7a81\u3063\u8fbc\u3080\u300d\u3067\u5931\u6557\u3059\u308b\u30b1\u30fc\u30b9\u306f\u591a\u3044\u3067\u3059\u3002\u5f0a\u793e\u3067\u306f\u300c\u4f55\u3092\u691c\u7d22\u3055\u305b\u305f\u3044\u304b\u300d\u3092\u5148\u306b\u5b9a\u7fa9\u3057\u3066\u304b\u3089\u6587\u66f8\u3092\u9078\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u8a2d\u8a08\u30d5\u30a7\u30fc\u30ba\u3092Claude Code\u306b\u76f8\u8ac7\u3059\u308b\u3068\u3001\u300c\u3069\u306e\u6587\u66f8\u3092\u512a\u5148\u3059\u3079\u304d\u304b\u300d\u3092\u4e00\u7dd2\u306b\u8003\u3048\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n  <\/div>\n<\/div>\n\n\n","protected":false},"excerpt":{"rendered":"<p>RAG\u3068\u30d5\u30a1\u30a4\u30f3\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306e\u9055\u3044\u3092\u975e\u30a8\u30f3\u30b8\u30cb\u30a2\u5411\u3051\u306b\u5fb9\u5e95\u89e3\u8aac\u3002\u300c\u30ad\u30e3\u30d3\u30cd\u30c3\u30c8\u53c2\u7167\u578b\u300dvs\u300c\u793e\u54e1\u80b2\u6210\u578b\u300d\u306e\u6bd4\u55a9\u3067\u76f4\u611f\u7684\u306b\u7406\u89e3\u3002\u3069\u3061\u3089\u3092\u9078\u3076\u3079\u304d\u304b\u30fbClaude 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