{"id":3399,"date":"2026-08-12T05:27:31","date_gmt":"2026-08-11T20:27:31","guid":{"rendered":"https:\/\/archeco.co.jp\/ai-startup\/?p=3399"},"modified":"2026-08-12T05:30:04","modified_gmt":"2026-08-11T20:30:04","slug":"rag-hiyou-1entry-1fact","status":"publish","type":"post","link":"https:\/\/archeco.co.jp\/ai-startup\/2026\/08\/12\/rag-hiyou-1entry-1fact\/","title":{"rendered":"RAG\u69cb\u7bc9\uff5c\u5148\u306b\u6c7a\u3081\u308b\u306e\u306f\u691c\u7d22\u306e\u9053\u5177\u3067\u306f\u306a\u304f\u3001\u8cc7\u6599\u306e\u3069\u3053\u307e\u3067\u30921\u4ef6\u306b\u3059\u308b\u304b"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/02-rag-hiyou-1entry-1fact-lead-scaled.jpg\" alt=\"rag-hiyou-1entry-1fact \u30ea\u30fc\u30c9\u56f3\u89e3\"\/><\/figure>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u5148\u306b\u4e00\u884c\u3060\u3051\u7f6e\u304d\u307e\u3059\u3002<strong>RAG\u306e\u69cb\u7bc9\u3067\u6700\u521d\u306b\u6c7a\u3081\u308b\u306e\u306f\u3001\u8cc7\u6599\u3092\u63a2\u3059\u65b9\u6cd5\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u8cc7\u6599\u306e\u3001\u3069\u3053\u307e\u3067\u30921\u4ef6\u3068\u3057\u3066\u5207\u308a\u51fa\u3059\u304b\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p 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1\"\/><\/figure>\n\n\n\n<p 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id=\"%e2%91%a1-%e8%b3%87%e6%96%99%e3%82%92%e5%a2%97%e3%82%84%e3%81%97%e3%81%9f%e3%82%89%e3%80%81%e8%bf%94%e3%81%a3%e3%81%a6%e3%81%8f%e3%82%8b%e5%bd%a2%e3%81%8c%e6%af%8e%e5%9b%9e%e5%a4%89%e3%82%8f%e3%81%a3\">\u2461 \u8cc7\u6599\u3092\u5897\u3084\u3057\u305f\u3089\u3001\u8fd4\u3063\u3066\u304f\u308b\u5f62\u304c\u6bce\u56de\u5909\u308f\u3063\u305f<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/05-rag-hiyou-1entry-1fact-3-scaled.jpg\" alt=\"rag-hiyou-1entry-1fact \u56f3\u89e3 3\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3068\u3053\u308d\u304c\u3001\u8aad\u307e\u305b\u308b\u8cc7\u6599\u3092\u5897\u3084\u3057\u305f\u9014\u7aef\u306b\u3001\u8fd4\u3063\u3066\u304f\u308b\u5f62\u304c\u5b89\u5b9a\u3057\u306a\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u3053\u3053\u307e\u3067\u306f\u3001\u307e\u3060\u300c\u305d\u3046\u3044\u3046\u3082\u306e\u304b\u300d\u3067\u6e08\u307e\u305b\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f15\u3063\u304b\u304b\u3063\u305f\u306e\u306f\u3001\u5f62\u304c\u6574\u3063\u305f\u65e5\u306e\u51fa\u529b\u3092\u8aad\u307f\u76f4\u3057\u305f\u3068\u304d\u3067\u3059\u3002\u300c150\u30c8\u30f3\u306e\u30d7\u30ec\u30b94\u53f0\u3001300\u30c8\u30f3\u306e\u30d7\u30ec\u30b92\u53f0\u300d\u3068\u66f8\u3044\u3066\u3042\u308b\u4e00\u6587\u304c\u3001\u62bd\u51fa\u7d50\u679c\u3067\u306f\u300c\u30d7\u30ec\u30b9\u6a5f\u3092\u6570\u53f0\u300d\u306b\u4e38\u307e\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u6570\u5024\u304c\u843d\u3061\u305f\u72b6\u614b\u3067\u3001\u5f62\u3060\u3051\u304c\u6b63\u3057\u304f\u6574\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3064\u307e\u308a\u3001\u5f62\u306e\u5f8c\u59cb\u672b\u3092\u3069\u308c\u3060\u3051\u8db3\u3057\u3066\u3082\u3001\u4e2d\u8eab\u306e\u307b\u3046\u306f\u843d\u3061\u7d9a\u3051\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u3053\u3067\u3001\u624b\u3092\u3064\u3051\u305f\u9806\u756a\u306e\u307b\u3046\u304c\u60aa\u304b\u3063\u305f\u306e\u3067\u306f\u306a\u3044\u304b\u3001\u3068\u601d\u3044\u306f\u3058\u3081\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 id=\"s5\" class=\"wp-block-heading\"><span id=\"%e2%91%a3-%e5%8e%9f%e5%9b%a0%e3%82%921%e3%81%a4%e3%81%ab%e7%b5%9e%e3%82%8b\">\u2463 \u539f\u56e0\u30921\u3064\u306b\u7d5e\u308b<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/07-rag-hiyou-1entry-1fact-5-scaled.jpg\" alt=\"rag-hiyou-1entry-1fact \u56f3\u89e3 5\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u69cb\u7bc9\u306b\u5931\u6557\u3057\u305f\u7406\u7531\u3068\u3057\u3066\u601d\u3044\u5f53\u305f\u308b\u3053\u3068\u306f\u3001\u3044\u304f\u3064\u3082\u3042\u308a\u307e\u3059\u3002\u5207\u308a\u65b9\u304c\u96d1\u3060\u3063\u305f\u3053\u3068\u3001\u30e2\u30c7\u30eb\u306e\u8a2d\u5b9a\u3092\u89e6\u308a\u3059\u304e\u305f\u3053\u3068\u3001\u691c\u7d22\u3092\u5f8c\u56de\u3057\u306b\u3057\u305f\u3053\u3068\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3001\u539f\u56e0\u3092\u7d5e\u308b\u30681\u3064\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8cc7\u6599\u306e\u3001\u3069\u3053\u307e\u3067\u30921\u4ef6\u3068\u3057\u3066\u5207\u308a\u51fa\u3059\u304b\u3092\u3001\u6c7a\u3081\u3066\u3044\u306a\u304b\u3063\u305f\u3053\u3068\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3055\u304d\u307b\u3069\u306e\u4e00\u6587\u306b\u623b\u308a\u307e\u3059\u3002\u300cSPCC t1.2\u3001\u66f2\u3052\u534a\u5f84\u306f0.5t\u4ee5\u4e0a\u3001\u30d0\u30ea\u306f0.05\u30df\u30ea\u4ee5\u4e0b\u3001\u629c\u304d\u306f\u8868\u9762\u5074\u304b\u3089\u300d\u3002\u4eba\u304c\u8aad\u3081\u30704\u3064\u306e\u4e8b\u5b9f\u3067\u3059\u3002\u3068\u3053\u308d\u304c\u3001\u3053\u306e\u4e00\u6587\u3092\u3072\u3068\u304b\u305f\u307e\u308a\u306e\u307e\u307e\u4fdd\u5b58\u3059\u308b\u3068\u3001\u6a5f\u68b0\u306b\u3068\u3063\u3066\u306f1\u4ef6\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3060\u304b\u3089\u300c\u30d0\u30ea\u306e\u4e0a\u9650\u306f\u3044\u304f\u3064\u3067\u3059\u304b\u300d\u3068\u805e\u304b\u308c\u308b\u3068\u3001\u66f2\u3052\u534a\u5f84\u3068\u629c\u304d\u65b9\u5411\u304c\u304f\u3063\u3064\u3044\u3066\u8fd4\u308a\u307e\u3059\u3002\u300c\u66f2\u3052\u534a\u5f84\u306f\u3069\u3053\u307e\u3067\u3067\u3059\u304b\u300d\u3068\u805e\u3051\u3070\u3001\u30d0\u30ea\u306e\u8a71\u304c\u6df7\u3056\u308a\u307e\u3059\u3002\u691c\u7d22\u306e\u7cbe\u5ea6\u306e\u554f\u984c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u4fdd\u5b58\u3057\u305f\u5358\u4f4d\u304c\u3001\u8cea\u554f\u306e\u5358\u4f4d\u3068\u565b\u307f\u5408\u3063\u3066\u3044\u306a\u3044\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3057\u3066\u30011\u4ef6\u306b\u53ce\u307e\u3089\u306a\u3044\u91cf\u306e\u4e8b\u5b9f\u30921\u4ef6\u3078\u62bc\u3057\u8fbc\u3080\u3068\u3001AI\u306f\u53ce\u307e\u308b\u3088\u3046\u306b\u8981\u7d04\u3057\u307e\u3059\u3002\u300c\u30d7\u30ec\u30b9\u6a5f\u3092\u6570\u53f0\u300d\u306f\u3001\u305d\u306e\u8981\u7d04\u7d50\u679c\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<h2 id=\"s6\" class=\"wp-block-heading\"><span id=\"%e2%91%a4-%e6%8a%bd%e5%87%ba%e3%81%ae%e6%8c%87%e7%a4%ba%e3%81%ab%e3%80%811%e8%a1%8c%e3%81%a0%e3%81%91%e8%b6%b3%e3%81%97%e3%81%9f\">\u2464 \u62bd\u51fa\u306e\u6307\u793a\u306b\u30011\u884c\u3060\u3051\u8db3\u3057\u305f<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/08-rag-hiyou-1entry-1fact-6-scaled.jpg\" alt=\"rag-hiyou-1entry-1fact \u56f3\u89e3 6\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f4\u3057\u305f\u306e\u306f1\u7b87\u6240\u3067\u3059\u3002\u8cc7\u6599\u304b\u3089\u4e2d\u8eab\u3092\u62fe\u3044\u51fa\u3059\u3088\u3046AI\u306b\u6e21\u3057\u3066\u3044\u308b\u6307\u793a\u306b\u3001\u6b21\u306e1\u884c\u3092\u8db3\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c1\u9805\u76ee=1\u4e8b\u5b9f\u3002\u300e150\u30c8\u30f3\u306e\u30d7\u30ec\u30b94\u53f0\u300f\u3068\u300e300\u30c8\u30f3\u306e\u30d7\u30ec\u30b92\u53f0\u300f\u306f\u3001\u5225\u3005\u306e1\u4ef6\u306b\u3059\u308b\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53d6\u308a\u3053\u307c\u3057\u3092\u6b62\u3081\u308b1\u884c\u3082\u3001\u305d\u306e\u96a3\u306b\u4e26\u3079\u3066\u3044\u307e\u3059\u3002\u300c\u5168\u3066\u306e\u6570\u5024\u3001\u6642\u9593\u3001\u6761\u4ef6\u3001\u540d\u79f0\u3092\u62bd\u51fa\u3059\u308b\u3002\u300e\u301c\u306a\u3069\u300f\u3067\u307e\u3068\u3081\u306a\u3044\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8cc7\u6599\u3092\u63a2\u3059\u9053\u5177\u306f\u30011\u3064\u3082\u8db3\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u6587\u7ae0\u3092\u610f\u5473\u306e\u8fd1\u3055\u3067\u6bd4\u3079\u3089\u308c\u308b\u5f62\u306b\u5909\u63db\u3059\u308b\u51e6\u7406\u3082\u3001\u305d\u306e\u7f6e\u304d\u5834\u6240\u306b\u306a\u308b\u30d9\u30af\u30c8\u30ebDB\u3082\u3001\u6700\u5f8c\u307e\u3067\u4f5c\u3089\u306a\u3044\u307e\u307e\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u691c\u7d22\u5668\u30921\u3064\u3082\u8db3\u3055\u305a\u306b\u76f4\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5272\u3063\u305f\u7d50\u679c\u3001\u3055\u304d\u307b\u3069\u306e\u4e00\u6587\u306f4\u4ef6\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u6750\u8cea\u3001\u66f2\u3052\u534a\u5f84\u3001\u30d0\u30ea\u3001\u629c\u304d\u65b9\u5411\u30021\u4ef6\u305a\u3064\u5f15\u3051\u307e\u3059\u3002<\/p>\n\n\n\n<h2 id=\"s7\" class=\"wp-block-heading\"><span id=\"%e2%91%a5-%e3%81%82%e3%81%a8%e3%81%a7%e7%9f%a5%e3%81%a3%e3%81%9f-%e2%94%80%e2%94%80-%e3%81%9d%e3%81%ae%e5%89%b2%e3%82%8a%e6%96%b9%e3%81%ab%e3%81%af%e5%90%8d%e5%89%8d%e3%81%8c%e3%81%82%e3%82%8a\">\u2465 \u3042\u3068\u3067\u77e5\u3063\u305f \u2500\u2500 \u305d\u306e\u5272\u308a\u65b9\u306b\u306f\u540d\u524d\u304c\u3042\u308a\u307e\u3057\u305f<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/09-rag-hiyou-1entry-1fact-7-scaled.jpg\" alt=\"rag-hiyou-1entry-1fact \u56f3\u89e3 7\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3057\u3070\u3089\u304f\u3057\u3066\u3001\u691c\u7d22\u306e\u5358\u4f4d\u305d\u306e\u3082\u306e\u3092\u6271\u3063\u305f\u8ad6\u6587\u3092\u8aad\u307f\u3001\u540c\u3058\u8003\u3048\u65b9\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u77e5\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tong Chen \u307b\u304b\u306e\u300cDense X Retrieval: What Retrieval Granularity Should We Use?\u300d\u3067\u3059\u30022023\u5e7412\u6708\u306b\u3001\u8ad6\u6587\u3092\u516c\u958b\u3059\u308b\u30b5\u30a4\u30c8 arXiv \u3078\u6295\u7a3f\u3055\u308c\uff08arXiv:2312.06648\uff09\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08\u4eba\u306e\u8a00\u8449\u3092\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u3067\u6271\u3046\u6280\u8853\uff09\u306e\u56fd\u969b\u4f1a\u8b70 EMNLP \u306e2024\u5e74\u672c\u4f1a\u8b70\u306b\u63a1\u9332\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305d\u3053\u3067\u306f\u3001\u4f55\u30921\u4ef6\u3068\u3057\u3066\u4fdd\u5b58\u3059\u308b\u304b\u304c\u691c\u7d22\u306e\u6210\u5426\u3092\u5206\u3051\u308b\u3001\u3068\u6b63\u9762\u304b\u3089\u66f8\u304b\u308c\u3066\u3044\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u305d\u306e\u5358\u4f4d\u306b\u540d\u524d\u304c\u4ed8\u3044\u3066\u3044\u307e\u3059\u3002<strong>\u547d\u984c\uff08proposition\uff09<\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9a\u7fa9\u306f\u3053\u3046\u3067\u3059\u3002\u300catomic expressions within text, each encapsulating a distinct factoid and presented in a concise, self-contained natural language format\u300d\u3002\u6587\u7ae0\u306e\u4e2d\u306e\u3001\u305d\u308c\u4ee5\u4e0a\u5272\u308c\u306a\u3044\u8868\u73fe\u30021\u3064\u306e\u4e8b\u5b9f\u3060\u3051\u3092\u542b\u307f\u3001\u77ed\u304f\u3001\u305d\u308c\u5358\u4f53\u3067\u610f\u5473\u304c\u901a\u308b\u5f62\u3001\u3068\u3044\u3046\u610f\u5473\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d50\u679c\u306e\u307b\u3046\u306f\u3001\u3053\u3046\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002\u300cindexing a corpus by fine-grained units such as propositions significantly outperforms passage-level units in retrieval tasks\u300d\u3002\u547d\u984c\u306e\u3088\u3046\u306a\u7d30\u304b\u3044\u5358\u4f4d\u3067\u7d22\u5f15\uff08\u8cea\u554f\u306b\u5408\u3046\u3082\u306e\u3092\u63a2\u3059\u305f\u3081\u306e\u4e00\u89a7\uff09\u3092\u4f5c\u308b\u3068\u3001\u6bb5\u843d\u306e\u5358\u4f4d\u3092\u660e\u3089\u304b\u306b\u4e0a\u56de\u308b\u3001\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u50d5\u304c\u8db3\u3057\u305f1\u884c\u306f\u3001\u3053\u306e\u547d\u984c\u3092\u4f5c\u308b\u305f\u3081\u306e\u6307\u793a\u3067\u3057\u305f\u3002<strong>\u65b0\u3057\u3044\u7406\u5c48\u306f\u3001\u3072\u3068\u3064\u3082\u8981\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<h2 id=\"s8\" class=\"wp-block-heading\"><span id=\"%e2%91%a6-%e5%89%b2%e3%81%a3%e3%81%a6%e3%81%bf%e3%81%a6%e3%80%81%e4%bd%95%e3%81%8c%e8%89%af%e3%81%8f%e3%81%aa%e3%81%a3%e3%81%a6%e3%80%81%e4%bd%95%e3%82%92%e5%a4%b1%e3%81%a3%e3%81%9f%e3%81%8b\">\u2466 \u5272\u3063\u3066\u307f\u3066\u3001\u4f55\u304c\u826f\u304f\u306a\u3063\u3066\u3001\u4f55\u3092\u5931\u3063\u305f\u304b<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/10-rag-hiyou-1entry-1fact-8-scaled.jpg\" alt=\"rag-hiyou-1entry-1fact \u56f3\u89e3 8\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5272\u3063\u3066\u304b\u3089\u3001\u6280\u8853\u55b6\u696d\u306e\u624b\u5143\u3067\u5909\u308f\u3063\u305f\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u805e\u304b\u308c\u305f1\u4ef6\u306b\u3001\u305d\u306e1\u4ef6\u3060\u3051\u304c\u8fd4\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u300c\u30d0\u30ea\u306e\u4e0a\u9650\u306f\u3044\u304f\u3064\u3067\u3059\u304b\u300d\u306b\u3001\u66f2\u3052\u534a\u5f84\u304c\u304f\u3063\u3064\u3044\u3066\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3001\u4ee3\u511f\u304c\u3042\u308a\u307e\u3059\u30023\u4ef6\u66f8\u3044\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1\u4ef6\u76ee\u3002<strong>AI\u304c\u53d6\u308a\u51fa\u3059\u4ef6\u6570\u304c\u3001\u6570\u500d\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/strong> 1\u3064\u306e\u304b\u305f\u307e\u308a\u304c4\u4ef6\u306b\u5272\u308c\u308b\u306e\u3067\u3001\u540c\u3058\u8cc7\u6599\u304b\u3089\u51fa\u3066\u304f\u308b\u4ef6\u6570\u3082\u6570\u500d\u306b\u306a\u308a\u307e\u3059\u3002\u4eba\u304c\u76ee\u3092\u901a\u3059\u91cf\u304c\u3001\u305d\u306e\u307e\u307e\u5897\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2\u4ef6\u76ee\u3002<strong>\u4eba\u304c\u627f\u8a8d\u3059\u308b\u753b\u9762\u304c\u8981\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/strong> \u5272\u308a\u65b9\u304c\u6b63\u3057\u3044\u304b\u3069\u3046\u304b\u306f\u3001\u5272\u3063\u305f\u7d50\u679c\u3060\u3051\u3092\u898b\u3066\u3082\u5224\u65ad\u3067\u304d\u307e\u305b\u3093\u3002\u3060\u304b\u3089\u3001\u3082\u3068\u306e\u6587\u7ae0\u3092\u4e00\u5b57\u4e00\u53e5\u305d\u306e\u307e\u307e\u6b8b\u3057\u3001\u305d\u306e\u6a2a\u306b\u5272\u3063\u305f\u7d50\u679c\u3092\u4e26\u3079\u3066\u30011\u4ef6\u305a\u3064\u627f\u8a8d\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3057\u305f\u3002\u4f5c\u308b\u624b\u9593\u3067\u8a00\u3046\u3068\u3001AI\u306b\u5272\u3089\u305b\u308b\u51e6\u7406\u305d\u306e\u3082\u306e\u3088\u308a\u3001\u4eba\u304c\u78ba\u304b\u3081\u3066\u76f4\u3059\u305f\u3081\u306e\u753b\u9762\u306e\u307b\u3046\u304c<strong>4\u500d\u4ee5\u4e0a<\/strong>\u304b\u304b\u3063\u3066\u3044\u307e\u3059\u3002\u5272\u308b\u5074\u304c1\u672c\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067555\u884c\u306a\u306e\u306b\u5bfe\u3057\u3066\u3001\u78ba\u304b\u3081\u308b\u5074\u306f5\u672c\u30672,454\u884c\u3067\u3059\u3002\u4e2d\u8eab\u3092\u5272\u3063\u305f\u4ee3\u511f\u306f\u3001\u307b\u3068\u3093\u3069\u3053\u3053\u306b\u51fa\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3\u4ef6\u76ee\u30022\u4ef6\u76ee\u3067\u4f5c\u3063\u305f\u627f\u8a8d\u306e\u753b\u9762\u306b\u3001\u629c\u3051\u304c\u3042\u308a\u307e\u3057\u305f\u3002<strong>\u62bc\u3057\u305f\u627f\u8a8d\u304c\u3001\u4fdd\u5b58\u5148\u306b1\u4ef6\u3082\u6b8b\u3063\u3066\u3044\u307e\u305b\u3093\u3002<\/strong> \u627f\u8a8d\u3092\u62bc\u3059\u3068\u3001\u753b\u9762\u306f\u305d\u306e\u5834\u3067\u627f\u8a8d\u6e08\u307f\u306e\u898b\u305f\u76ee\u306b\u5909\u308f\u308a\u307e\u3059\u3002\u3068\u3053\u308d\u304c\u7fcc\u65e5\u306b\u958b\u304f\u3068\u3001\u627f\u8a8d\u306e\u30dc\u30bf\u30f3\u304c\u5168\u90e8\u623b\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u539f\u56e0\u306f\u3001\u627f\u8a8d\u7d50\u679c\u3092\u66f8\u304d\u8fbc\u3080\u51e6\u7406\u306e\u9806\u756a\u3067\u3057\u305f\u3002\u753b\u9762\u306e\u898b\u305f\u76ee\u3092\u5207\u308a\u66ff\u3048\u305f\u76f4\u5f8c\u306b\u300c\u66f8\u304d\u8fbc\u3093\u3067\u3088\u3044\u304b\u300d\u3092\u8aad\u307f\u76f4\u3059\u306e\u3067\u3001\u627f\u8a8d\u60c5\u5831\u304c\u307e\u3060\u53cd\u6620\u3055\u308c\u3066\u3044\u306a\u3044\u7a7a\u306e\u30c7\u30fc\u30bf\u3092\u8aad\u307f\u307e\u3059\u3002\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u5224\u5b9a\u306f\u6bce\u56de\u300c\u5426\u300d\u306b\u306a\u308a\u3001\u4fdd\u5b58\u5148\u3078\u306f\u4e00\u5ea6\u3082\u66f8\u304d\u306b\u884c\u3063\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002\u4eba\u304c\u627f\u8a8d\u3092\u62bc\u3057\u305f\u9805\u76ee\u306f49\u4ef6\u3042\u308b\u306e\u306b\u3001\u627f\u8a8d\u6e08\u307f\u3068\u3057\u3066\u6b8b\u3063\u3066\u3044\u305f\u306e\u306f0\u4ef6\u3067\u3059\u3002<strong>\u4eba\u304c\u78ba\u304b\u3081\u305f\u8a18\u9332\u306f\u3001\u3069\u3053\u306b\u3082\u6b8b\u3063\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/strong> \u76f4\u3057\u305f\u306e\u306f2026\u5e746\u670822\u65e5\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u4e0d\u5177\u5408\u304c\u898b\u3064\u304b\u308a\u306b\u304f\u304b\u3063\u305f\u306e\u306f\u3001\u627f\u8a8d\u3057\u305f\u76f4\u5f8c\u306e\u753b\u9762\u306b\u7570\u5e38\u304c\u73fe\u308c\u306a\u304b\u3063\u305f\u304b\u3089\u3067\u3059\u3002\u300cAI\u304c\u5272\u3063\u3066\u3001\u4eba\u304c\u627f\u8a8d\u3057\u3066\u3001\u305d\u308c\u304c\u6b8b\u308b\u300d\u306e\u3046\u3061\u3001\u627f\u8a8d\u7d50\u679c\u3092\u4fdd\u5b58\u3059\u308b\u6700\u5f8c\u306e\u51e6\u7406\u3060\u3051\u304c\u52d5\u3044\u3066\u304a\u3089\u305a\u3001\u4f7f\u3063\u3066\u3044\u308b\u6280\u8853\u55b6\u696d\u304b\u3089\u306f\u898b\u5206\u3051\u3089\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<h2 id=\"s9\" class=\"wp-block-heading\"><span id=\"%e2%91%a7-%e7%8f%be%e5%a0%b4%e3%81%a7%e6%a7%8b%e7%af%89%e3%81%99%e3%82%8b%e3%81%aa%e3%82%89%e3%80%81%e3%81%93%e3%81%ae4%e3%81%a4%e3%81%ae%e5%95%8f%e3%81%84\">\u2467 \u73fe\u5834\u3067\u69cb\u7bc9\u3059\u308b\u306a\u3089\u3001\u3053\u306e4\u3064\u306e\u554f\u3044<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/11-rag-hiyou-1entry-1fact-9-scaled.jpg\" alt=\"rag-hiyou-1entry-1fact \u56f3\u89e3 9\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">RAG\u3092\u69cb\u7bc9\u3059\u308b\u9806\u756a\u3092\u78ba\u304b\u3081\u308b\u3068\u304d\u3001\u4f7f\u3063\u3066\u3044\u308b\u306e\u306f\u3053\u306e4\u3064\u3060\u3051\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u78ba\u304b\u3081\u308b\u3053\u3068<\/th><th>\u901a\u3063\u3066\u3044\u308b<\/th><th>\u901a\u3063\u3066\u3044\u306a\u3044<\/th><\/tr><\/thead><tbody><tr><td><strong>1\u4ef6\u306b\u3001\u4e8b\u5b9f\u304c1\u3064\u3060\u3051\u5165\u3063\u3066\u3044\u308b\u304b<\/strong><\/td><td>\u5272\u308a\u7d42\u308f\u3063\u3066\u3044\u308b\u3002\u6b21\u3078\u9032\u3093\u3067\u3088\u3044<\/td><td><strong>\u3053\u3053\u304b\u3089\u76f4\u3059\u3002<\/strong> \u691c\u7d22\u5668\u306f\u307e\u3060\u89e6\u3089\u306a\u3044<\/td><\/tr><tr><td><strong>\u539f\u6587\u304c\u4e00\u5b57\u4e00\u53e5\u305d\u306e\u307e\u307e\u6a2a\u306b\u3042\u308b\u304b<\/strong><\/td><td>\u4eba\u304c\u627f\u8a8d\u3067\u304d\u308b<\/td><td>\u627f\u8a8d\u3067\u304d\u306a\u3044\u3002\u5272\u3063\u305f\u7d50\u679c\u3060\u3051\u3067\u306f\u6b63\u8aa4\u3092\u5224\u65ad\u3067\u304d\u306a\u3044<\/td><\/tr><tr><td><strong>\u6570\u5024\u3068\u6761\u4ef6\u304c\u300c\u301c\u306a\u3069\u300d\u306b\u4e38\u307e\u3063\u3066\u3044\u306a\u3044\u304b<\/strong><\/td><td>\u62bd\u51fa\u304c\u52b9\u3044\u3066\u3044\u308b<\/td><td>\u300c\u5168\u3066\u306e\u6570\u5024\u3001\u6642\u9593\u3001\u6761\u4ef6\u3001\u540d\u79f0\u3092\u62bd\u51fa\u3059\u308b\u300d\u306e1\u884c\u3092\u3001\u62bd\u51fa\u306e\u6307\u793a\u306b\u8db3\u3059<\/td><\/tr><tr><td><strong>AI\u306e\u7b54\u3048\u304c\u9014\u4e2d\u3067\u5207\u308c\u3066\u3044\u306a\u3044\u304b<\/strong><\/td><td>\u66f8\u304d\u51fa\u305b\u308b\u9577\u3055\u304c\u8db3\u308a\u3066\u3044\u308b<\/td><td>\u4e00\u5ea6\u306b\u66f8\u304d\u51fa\u305b\u308b\u9577\u3055\u306e\u4e0a\u9650\u3092\u4e0a\u3052\u308b\u3002\u65e5\u672c\u8a9e\u306f\u82f1\u8a9e\u306e2\u500d\u304b\u30898\u500d\u306e\u30c8\u30fc\u30af\u30f3\u3092\u4f7f\u3046<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">4\u3064\u306e\u3046\u3061\u3001\u3044\u3061\u3070\u3093\u52b9\u304f\u306e\u306f1\u884c\u76ee\u3067\u3059\u3002<strong>\u3053\u3053\u304c\u901a\u3089\u306a\u3044\u3046\u3061\u306b\u691c\u7d22\u5668\u3092\u8db3\u3059\u3068\u3001\u691c\u7d22\u5668\u306f\u6b63\u3057\u304f\u52d5\u3044\u305f\u3046\u3048\u3067\u3001\u6df7\u3056\u3063\u305f\u304b\u305f\u307e\u308a\u3092\u8fd4\u3057\u307e\u3059\u3002<\/strong> \u305d\u3057\u3066\u300c\u7cbe\u5ea6\u304c\u51fa\u306a\u3044\u306e\u3067\u3001\u3082\u3063\u3068\u826f\u3044\u691c\u7d22\u5668\u3092\u300d\u3068\u3044\u3046\u6b21\u306e\u898b\u7a4d\u3082\u308a\u304c\u59cb\u307e\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e4\u3064\u306e\u554f\u3044\u306f\u3001\u6271\u3063\u3066\u3044\u308b\u8cc7\u6599\u306b\u306f\u4f9d\u5b58\u3057\u307e\u305b\u3093\u3002\u52a0\u5de5\u57fa\u6e96\u66f8\u3067\u3082\u3001\u5c31\u696d\u898f\u5247\u3067\u3082\u3001\u4fdd\u5b88\u30de\u30cb\u30e5\u30a2\u30eb\u3067\u3082\u540c\u3058\u3067\u3059\u3002<\/p>\n\n\n\n<h2 id=\"s10\" class=\"wp-block-heading\"><span id=\"%e2%91%a8-%e3%81%93%e3%81%ae%e9%a0%86%e7%95%aa%e3%81%8c%e5%8a%b9%e3%81%8d%e7%b6%9a%e3%81%91%e3%82%8b%e7%90%86%e7%94%b1\">\u2468 \u3053\u306e\u9806\u756a\u304c\u52b9\u304d\u7d9a\u3051\u308b\u7406\u7531<\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/archeco.co.jp\/ai-startup\/wp-content\/uploads\/2026\/08\/12-rag-hiyou-1entry-1fact-10-scaled.jpg\" alt=\"rag-hiyou-1entry-1fact \u56f3\u89e3 10\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u304c\u8ce2\u304f\u306a\u3063\u3066\u3082\u3001\u3053\u306e\u9806\u756a\u306f\u5909\u308f\u3089\u306a\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p 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class=\"wp-block-paragraph\">\u4ee5\u4e0a\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u81ea\u52d5\u8eca\u90e8\u54c1\u306e\u30d7\u30ec\u30b9\u52a0\u5de5\u3092\u3059\u308b\u4f1a\u793e\u3067\u3001\u5ba2\u5148\u304b\u3089\u306e\u6280\u8853\u554f\u3044\u5408\u308f\u305b\u306b\u7b54\u3048\u308b\u793e\u5185\u30c1\u30e3\u30c3\u30c8\u3092RAG\u3067\u69cb\u7bc9\u3057\u305f\u8a18\u9332\u3067\u3059\u3002\u62bd\u51fa\u7d50\u679c\u306e\u5f62\u30922\u65e5\u306729\u56de\u76f4\u3057\u3066\u3082\u8cea\u554f\u306b\u565b\u307f\u5408\u308f\u305a\u3001\u52b9\u3044\u305f\u306e\u306f\u300c1\u9805\u76ee=1\u4e8b\u5b9f\u300d\u3068\u3044\u30461\u884c\u3067\u3057\u305f\u3002RAG\u3092\u69cb\u7bc9\u3059\u308b\u3068\u304d\u6700\u521d\u306b\u6c7a\u3081\u308b\u3082\u306e\u3092\u66f8\u304d\u307e\u3059\u3002\n","protected":false},"author":2,"featured_media":3606,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_aiam_description":"\u81ea\u52d5\u8eca\u90e8\u54c1\u306e\u30d7\u30ec\u30b9\u52a0\u5de5\u3092\u3059\u308b\u4f1a\u793e\u3067\u3001\u5ba2\u5148\u304b\u3089\u306e\u6280\u8853\u554f\u3044\u5408\u308f\u305b\u306b\u7b54\u3048\u308b\u793e\u5185\u30c1\u30e3\u30c3\u30c8\u3092RAG\u3067\u69cb\u7bc9\u3057\u305f\u8a18\u9332\u3067\u3059\u3002\u62bd\u51fa\u7d50\u679c\u306e\u5f62\u30922\u65e5\u306729\u56de\u76f4\u3057\u3066\u3082\u8cea\u554f\u306b\u565b\u307f\u5408\u308f\u305a\u3001\u52b9\u3044\u305f\u306e\u306f\u300c1\u9805\u76ee=1\u4e8b\u5b9f\u300d\u3068\u3044\u30461\u884c\u3067\u3057\u305f\u3002RAG\u3092\u69cb\u7bc9\u3059\u308b\u3068\u304d\u6700\u521d\u306b\u6c7a\u3081\u308b\u3082\u306e\u3092\u66f8\u304d\u307e\u3059\u3002","_aiam_target_queries":["rag 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