{"id":2947,"date":"2026-04-08T11:16:14","date_gmt":"2026-04-08T02:16:14","guid":{"rendered":"https:\/\/jinrai.co.jp\/blog\/2026\/04\/08\/rago-rag-optimization-guide\/"},"modified":"2026-04-15T20:08:23","modified_gmt":"2026-04-15T11:08:23","slug":"rago-rag-optimization-guide","status":"publish","type":"post","link":"https:\/\/jinrai.co.jp\/en\/blog\/2026\/04\/08\/rago-rag-optimization-guide\/","title":{"rendered":"RAGO\uff08RAG Optimization\uff09\u3068\u306f\uff1fAI\u304c\u300c\u98df\u3079\u3084\u3059\u3044\u300d\u30b3\u30f3\u30c6\u30f3\u30c4\u69cb\u9020\u306e\u8a2d\u8a08\u65b9\u6cd5"},"content":{"rendered":"

RAGO\uff08RAG Optimization\uff09<\/strong>\u306f\u3001AI\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u304c\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u4ed5\u7d44\u307f\u300cRAG\uff08Retrieval-Augmented Generation\uff09\u300d\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30f3\u30c4\u8a2d\u8a08\u306e\u3053\u3068\u3067\u3059\u30022026\u5e74\u306b\u5165\u3063\u3066\u6025\u901f\u306b\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u6982\u5ff5\u3067\u3001GEO\/AIO\u5bfe\u7b56\u306e\u4e2d\u3067\u3082\u6700\u3082\u30c6\u30af\u30cb\u30ab\u30eb\u3067\u5373\u52b9\u6027\u306e\u9ad8\u3044\u65bd\u7b56<\/strong>\u3067\u3059\u3002\u7c21\u5358\u306b\u8a00\u3048\u3070\u300cAI\u304cHTML\u3092\u5206\u5272\u3057\u3066\u98df\u3079\u3084\u3059\u3044\u3088\u3046\u306b\u3001\u69cb\u9020\u3092\u6574\u3048\u308b\u30c6\u30af\u30cb\u30c3\u30af\u300d\u3067\u3059\u3002<\/p>\n

\n

RAGO\u3092\u4e00\u8a00\u3067\u8a00\u3046\u3068<\/p>\n

AI\u691c\u7d22\u306f\u300c\u8cea\u554f\u2192Web\u691c\u7d22\u2192\u95a2\u9023\u30da\u30fc\u30b8\u3092\u53d6\u5f97\u2192\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\uff08\u5206\u5272\uff09<\/strong>\u2192\u56de\u7b54\u306b\u4f7f\u3048\u308b\u30d1\u30fc\u30c4\u3092\u9078\u5225\u2192\u56de\u7b54\u3092\u751f\u6210\u300d\u3068\u3044\u3046RAG\u30d7\u30ed\u30bb\u30b9\u3067\u52d5\u304f\u3002RAGO\u3068\u306f\u3053\u306e\u300c\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u300d\u3067\u81ea\u793e\u306e\u60c5\u5831\u304c\u6b63\u3057\u304f\u5206\u5272\u30fb\u9078\u5225\u3055\u308c\u308b<\/strong>\u3088\u3046\u306b\u3001HTML\u3068\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u69cb\u9020\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u3002<\/p>\n<\/div>\n

\u306a\u305cRAGO\u304c2026\u5e74\u306e\u91cd\u8981\u30ad\u30fc\u30ef\u30fc\u30c9\u306a\u306e\u304b<\/h2>\n
\n

\u8981\u70b9<\/p>\n

GEO\/AIO\/LLMO\u306f\u30de\u30fc\u30b1\u30bf\u30fc\u306e\u8a00\u8449\u3001RAGO\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u8a00\u8449\u2014\u2014\u6307\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u540c\u3058\u3067\u3059\u304c\u3001RAGO\u306f\u300c\u6280\u8853\u7684\u306b\u4f55\u3092\u5b9f\u88c5\u3059\u3079\u304d\u304b\u300d\u3092\u6700\u3082\u6b63\u78ba\u306b\u8868\u3059\u6982\u5ff5\u3067\u3059\u3002<\/p>\n<\/div>\n

AI\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\uff08Google AI Mode\u3001ChatGPT\u3001Perplexity\u7b49\uff09\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066Web\u4e0a\u306e\u60c5\u5831\u3092\u691c\u7d22\u3057\u3001\u53d6\u5f97\u3057\u305f\u30da\u30fc\u30b8\u3092\u30c1\u30e3\u30f3\u30af\uff08\u65ad\u7247\uff09\u306b\u5206\u5272\u3057\u3001\u6700\u3082\u95a2\u9023\u6027\u306e\u9ad8\u3044\u30c1\u30e3\u30f3\u30af\u3092\u9078\u3093\u3067\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u3053\u306e\u4e00\u9023\u306e\u30d7\u30ed\u30bb\u30b9\u304cRAG\uff08Retrieval-Augmented Generation\uff1a\u691c\u7d22\u62e1\u5f35\u751f\u6210\uff09<\/strong>\u3067\u3059\u3002<\/p>\n

\u554f\u984c\u306f\u3001HTML\u306e\u69cb\u9020\u304c\u60aa\u3044\u3068\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u304c\u5931\u6557\u3059\u308b<\/strong>\u3053\u3068\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u898b\u51fa\u3057\u306e\u306a\u3044div\u3060\u3051\u306e\u30da\u30fc\u30b8\u30011\u3064\u306eH2\u306b\u8907\u6570\u306e\u30c8\u30d4\u30c3\u30af\u304c\u6df7\u5728\u3059\u308b\u30da\u30fc\u30b8\u3001\u91cd\u8981\u306a\u60c5\u5831\u304cCSS\u3067\u88c5\u98fe\u3055\u308c\u305fdiv\u306e\u4e2d\u306b\u57cb\u3082\u308c\u3066\u3044\u308b\u30da\u30fc\u30b8\u2014\u2014\u3053\u308c\u3089\u306fAI\u306b\u3068\u3063\u3066\u300c\u30ce\u30a4\u30ba\u306e\u584a\u300d\u3067\u3042\u308a\u3001\u6b63\u3057\u304f\u60c5\u5831\u3092\u62bd\u51fa\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n

RAGO\u5bfe\u7b56\u306e\u5b9f\u8df5\u2014\u2014AI\u304c\u300c\u98df\u3079\u3084\u3059\u3044\u300dHTML\u306e\u66f8\u304d\u65b9<\/h2>\n
\n

\u8981\u70b9<\/p>\n

AI\u304c\u60c5\u5831\u3092\u6b63\u3057\u304f\u5206\u5272\u30fb\u62bd\u51fa\u3059\u308b\u305f\u3081\u306b\u3001\u300c1\u3064\u306eH2 = 1\u3064\u306e\u30c8\u30d4\u30c3\u30af\u300d\u300c\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30afHTML\u30bf\u30b0\u3092\u4f7f\u3046\u300d\u300c\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3067\u30e1\u30bf\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u300d\u306e3\u539f\u5247\u3092\u5b88\u3063\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div>\n

\u539f\u52471\uff1a1\u3064\u306eH2 = 1\u3064\u306e\u30c8\u30d4\u30c3\u30af<\/h3>\n
\n
\n

\u274c Bad\uff1aAI\u304c\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u306b\u5931\u6557<\/p>\n

<h2>AIO\u5bfe\u7b56\u3068\u8cbb\u7528\u306b\u3064\u3044\u3066<\/h2>
<p>AIO\u5bfe\u7b56\u3068\u306f…\uff08\u5b9a\u7fa9\u306e\u8aac\u660e\uff09<\/p>
<p>\u8cbb\u7528\u306f\u6708\u984d5\u4e07\u5186\u301c…\uff08\u8cbb\u7528\u306e\u8aac\u660e\uff09<\/p><\/p>\n

\u2192 1\u3064\u306eH2\u306b2\u3064\u306e\u30c8\u30d4\u30c3\u30af\u304c\u6df7\u5728\u3002AI\u306f\u300c\u5b9a\u7fa9\u300d\u3068\u300c\u8cbb\u7528\u300d\u3092\u6b63\u3057\u304f\u5206\u96e2\u3067\u304d\u306a\u3044<\/p>\n<\/div>\n

\n

\u2705 Good\uff1aAI\u304c\u6b63\u78ba\u306b\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0<\/p>\n

<h2>AIO\u5bfe\u7b56\u3068\u306f<\/h2>
<p>AIO\u5bfe\u7b56\u3068\u306f…<\/p>
<h2>AIO\u5bfe\u7b56\u306e\u8cbb\u7528\u76f8\u5834<\/h2>
<p>\u8cbb\u7528\u306f\u6708\u984d5\u4e07\u5186\u301c…<\/p><\/p>\n

\u2192 1\u3064\u306eH2 = 1\u3064\u306e\u30c8\u30d4\u30c3\u30af\u3002AI\u306f\u5404\u30bb\u30af\u30b7\u30e7\u30f3\u3092\u72ec\u7acb\u3057\u305f\u30c1\u30e3\u30f3\u30af\u3068\u3057\u3066\u6b63\u78ba\u306b\u51e6\u7406<\/p>\n<\/div>\n<\/div>\n

\u539f\u52472\uff1a\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30afHTML\u30bf\u30b0\u3092\u4f7f\u3046<\/h3>\n

AI\u306fDOM\u30c4\u30ea\u30fc\u306e\u69cb\u9020\u3092\u89e3\u6790\u3057\u307e\u3059\u3002div\u3060\u3089\u3051\u306e\u30de\u30fc\u30af\u30a2\u30c3\u30d7\u306f\u300c\u30ce\u30a4\u30ba\u306e\u584a\u300d\u3067\u3059\u3002<\/p>\n

\n

\ud83d\udca1 AI\u306b\u512a\u3057\u3044HTML\u69cb\u9020<\/p>\n

<article>
  <h1>\u30da\u30fc\u30b8\u306e\u30e1\u30a4\u30f3\u30bf\u30a4\u30c8\u30eb<\/h1>
  <section>
    <h2>\u30bb\u30af\u30b7\u30e7\u30f31\u306e\u30bf\u30a4\u30c8\u30eb<\/h2>
    <p>\u30a2\u30f3\u30b5\u30fc\u30ab\u30d7\u30bb\u30eb\uff08120\u301c150\u5b57\u306e\u76f4\u63a5\u56de\u7b54\uff09<\/p>
    <p>\u8a73\u7d30\u306a\u89e3\u8aac…<\/p>
  <\/section>
  <section>
    <h2>\u30bb\u30af\u30b7\u30e7\u30f32\u306e\u30bf\u30a4\u30c8\u30eb<\/h2>
    <p>…<\/p>
  <\/section>
<\/article><\/p>\n<\/div>\n

article \u2192 section \u2192 h2 \u2192 p<\/strong> \u3068\u3044\u3046\u968e\u5c64\u69cb\u9020\u304c\u3001AI\u306b\u3068\u3063\u3066\u6700\u3082\u7406\u89e3\u3057\u3084\u3059\u3044\u30de\u30fc\u30af\u30a2\u30c3\u30d7\u3067\u3059\u3002WordPress\u306eGEO\u5bfe\u7b56\u30ac\u30a4\u30c9<\/a>\u3067CMS\u30ec\u30d9\u30eb\u3067\u306e\u5b9f\u88c5\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u539f\u52473\uff1a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff08JSON-LD\uff09\u3067\u30e1\u30bf\u60c5\u5831\u3092\u63d0\u4f9b<\/h3>\n

\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306f\u300c\u3053\u306e\u30da\u30fc\u30b8\u306e\u60c5\u5831\u306e\u7a2e\u985e\u3068\u95a2\u4fc2\u6027\u300d\u3092AI\u306b\u660e\u793a\u7684\u306b\u4f1d\u3048\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002AIO\u5bfe\u7b56\u5b8c\u5168\u30ac\u30a4\u30c9<\/a>\u3067\u89e3\u8aac\u3057\u3066\u3044\u308bJSON-LD\u30c8\u30ea\u30d7\u30eb\u30b9\u30bf\u30c3\u30af\uff08Article\uff0bFAQPage\uff0bItemList\uff09\u306f\u3001RAGO\u306e\u89b3\u70b9\u304b\u3089\u3082\u6700\u9069\u306a\u5b9f\u88c5\u3067\u3059\u3002<\/p>\n

\u9f4a\u85e4\u306e\u898b\u89e3\uff1aRAGO\u306f\u300c\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u8aac\u660e\u3057\u3084\u3059\u3044GEO\u5bfe\u7b56\u300d<\/h3>\n

\u5f53\u793e\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u652f\u63f4\u3067\u6700\u3082\u82e6\u52b4\u3059\u308b\u306e\u306f\u300c\u958b\u767a\u30c1\u30fc\u30e0\u306bGEO\u5bfe\u7b56\u306e\u91cd\u8981\u6027\u3092\u4f1d\u3048\u308b\u3053\u3068\u300d\u3067\u3059\u3002\u30de\u30fc\u30b1\u30bf\u30fc\u304c\u300cGEO\u5bfe\u7b56\u3057\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u8a00\u3063\u3066\u3082\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u306f\u300c\u4f55\u3092\u5b9f\u88c5\u3059\u308c\u3070\u3044\u3044\u306e\u304b\u300d\u304c\u4f1d\u308f\u308a\u307e\u305b\u3093\u3002<\/p>\n

RAGO\u3068\u3044\u3046\u6982\u5ff5\u3092\u4f7f\u3046\u3068\u3001\u300cAI\u306eRAG\u30d7\u30ed\u30bb\u30b9\u3067\u30c1\u30e3\u30f3\u30ad\u30f3\u30b0\u304c\u6b63\u3057\u304f\u52d5\u4f5c\u3059\u308b\u3088\u3046\u306b\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30afHTML\u3068\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u5b9f\u88c5\u3057\u3066\u307b\u3057\u3044<\/strong>\u300d\u3068\u4f1d\u3048\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u306a\u3089\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3082\u6280\u8853\u7684\u306b\u6b63\u78ba\u306b\u4f1d\u308f\u308a\u307e\u3059\u3002GEO\u5bfe\u7b56\u306e\u793e\u5185\u6d78\u900f\u306b\u82e6\u52b4\u3057\u3066\u3044\u308b\u65b9\u306f\u3001\u305c\u3072\u300cRAGO\u300d\u3068\u3044\u3046\u8a00\u8449\u3092\u4f7f\u3063\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

\u3088\u304f\u3042\u308b\u8cea\u554f<\/h2>\n

RAGO\u3068GEO\/AIO\u5bfe\u7b56\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b<\/h3>\n

\u6307\u3057\u3066\u3044\u308b\u5185\u5bb9\u306f\u540c\u3058\u3067\u3059\u3002GEO\/AIO\u306f\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u8996\u70b9\u306e\u7528\u8a9e\u3001RAGO\u306f\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u8996\u70b9\u306e\u7528\u8a9e\u3067\u3059\u3002\u300cAI\u306b\u5f15\u7528\u3055\u308c\u308b\u300d\u305f\u3081\u306b\u300cHTML\u3068\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u69cb\u9020\u3092\u6700\u9069\u5316\u3059\u308b\u300d\u3068\u3044\u3046\u672c\u8cea\u306f\u5171\u901a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

WordPress\u3067\u3082RAGO\u5bfe\u7b56\u306f\u3067\u304d\u307e\u3059\u304b<\/h3>\n

\u3067\u304d\u307e\u3059\u3002WordPress\u306e\u30d6\u30ed\u30c3\u30af\u30a8\u30c7\u30a3\u30bf\u306f\u898b\u51fa\u3057\uff08H2\/H3\uff09\u3068\u6bb5\u843d\uff08p\uff09\u3092\u4f7f\u3046\u9650\u308a\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30afHTML\u3092\u81ea\u52d5\u751f\u6210\u3057\u307e\u3059\u3002\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306fAIOSEO\u3084Rank Math\u30d7\u30e9\u30b0\u30a4\u30f3\u3067\u51fa\u529b\u53ef\u80fd\u3067\u3059\u3002WordPress\u306eGEO\u5bfe\u7b56\u30ac\u30a4\u30c9<\/a>\u3067\u5177\u4f53\u7684\u306a\u8a2d\u5b9a\u65b9\u6cd5\u3092\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

RAGO\u306e\u52b9\u679c\u306f\u3069\u306e\u3088\u3046\u306b\u6e2c\u5b9a\u3057\u307e\u3059\u304b<\/h3>\n

\u76f4\u63a5\u7684\u306b\u306fGoogle Rich Results Test\u3067\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u5b9f\u88c5\u72b6\u6cc1\u3092\u78ba\u8a8d\u3057\u3001\u9593\u63a5\u7684\u306b\u306fAI\u5f15\u7528\u56de\u6570\u306e\u5909\u5316\u3092\u8ffd\u8de1\u3057\u307e\u3059\u3002GEO\u5bfe\u7b56\u306eKPI\u30fb\u52b9\u679c\u6e2c\u5b9a\u65b9\u6cd5<\/a>\u3067RAGO\u95a2\u9023\u306eKPI\u3082\u542b\u3081\u3066\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u307e\u3068\u3081<\/h2>\n

RAGO\u306fGEO\/AIO\u5bfe\u7b56\u306e\u6280\u8853\u7684\u306a\u672c\u8cea\u3092\u8868\u3059\u6982\u5ff5\u3067\u3059\u3002\u300c1\u3064\u306eH2 = 1\u3064\u306e\u30c8\u30d4\u30c3\u30af\u300d\u300c\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30afHTML\u300d\u300c\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u300d\u2014\u2014\u3053\u306e3\u539f\u5247\u3092\u5b88\u308b\u3060\u3051\u3067\u3001AI\u304c\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u6b63\u3057\u304f\u5206\u5272\u30fb\u62bd\u51fa\u30fb\u5f15\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u30a8\u30f3\u30b8\u30cb\u30a2\u3068\u306e\u9023\u643a\u304c\u5fc5\u8981\u306a\u65bd\u7b56\u3067\u3059\u304c\u3001\u52b9\u679c\u306f\u5373\u5ea7\u306b\u8868\u308c\u307e\u3059\u3002<\/p>\n

\u95a2\u9023\u8a18\u4e8b<\/h2>\n

\u2192 AIO\u5bfe\u7b56\u3068\u306f\uff1f\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n

\u2192 AIO\u5bfe\u7b56\u306e\u3084\u308a\u65b9<\/a><\/p>\n

\u2192 WordPress\u306eGEO\u5bfe\u7b56\u30ac\u30a4\u30c9<\/a><\/p>\n

\u2192 Google AI Mode\u5bfe\u7b56<\/a><\/p>\n

\u2192 GEO\u5bfe\u7b56\u3068\u306f\uff1f<\/a><\/p>\n

\n

GEO\/AIO\u5bfe\u7b56\u306e\u30d7\u30ed\u306b\u76f8\u8ac7\u3059\u308b<\/p>\n

AI\u691c\u7d22\u6642\u4ee3\u306e\u5bfe\u7b56\u3092\u5b9f\u7e3e\u306b\u57fa\u3065\u3044\u305f\u65bd\u7b56\u3067\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n

\n\u7121\u6599\u3067\u76f8\u8ac7\u3059\u308b \u2192<\/a>
\n\u7121\u6599GEO\u8a3a\u65ad \u2192<\/a><\/div>\n<\/div>\n
\n

\u3053\u306e\u8ab2\u984c\u3001\u30d7\u30ed\u306b\u76f8\u8ac7\u3057\u3066\u307f\u307e\u305b\u3093\u304b\uff1f<\/p>\n

\u682a\u5f0f\u4f1a\u793e\u4ec1\u983c\uff5cSEO\u30fbGEO\u5bfe\u7b56\u30fbAI\u5c0e\u5165\u652f\u63f4<\/p>\n

9,000\u8a18\u4e8b\u4ee5\u4e0a\u306e\u5236\u4f5c\u5b9f\u7e3e\u3002\u73fe\u72b6\u306e\u8ab2\u984c\u3092\u304a\u805e\u304d\u3057\u3001\u6700\u9069\u306a\u65bd\u7b56\u3092\u3054\u63d0\u6848\u3057\u307e\u3059\u3002<\/p>\n

\n\u7121\u6599\u3067\u76f8\u8ac7\u3059\u308b<\/a>
\n\u8cc7\u6599\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a>\n<\/div>\n<\/div>\n
\n
\n

GEO\u5bfe\u7b56\uff08AIO\/LLMO\uff09\u306e\u3054\u76f8\u8ac7<\/p>\n

\u5f53\u793e\u306fAI\u5f15\u75285\u219245\u4ef6\/\u6708\uff089\u500d\uff09\u306e\u5b9f\u7e3e\u3042\u308a\u3002SEO\u00d7GEO\u4e00\u62ec\u5bfe\u5fdc\u3067\u3001Google\u691c\u7d22\u306b\u3082AI\u691c\u7d22\u306b\u3082\u8868\u793a\u3055\u308c\u308b\u30b5\u30a4\u30c8\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/p>\n

\u7121\u6599AI\u691c\u7d22\u8a3a\u65ad\u3092\u4f9d\u983c\u3059\u308b \u2192<\/a><\/p>\n<\/div>\n

\n

\u7121\u6599PDF\u8cc7\u6599<\/p>\n

AI\u691c\u7d22\u30bb\u30eb\u30d5\u8a3a\u65ad
\u30ef\u30fc\u30af\u30b7\u30fc\u30c8<\/p>\n

ChatGPT\u306b\u81ea\u793e\u540d\u3092\u5165\u308c\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u2014\u2014\u8868\u793a\u3055\u308c\u307e\u3057\u305f\u304b\uff1f5\u5206\u3067\u308f\u304b\u308b\u5b9f\u8df5\u30ef\u30fc\u30af\u4ed8\u304d\u3002<\/p>\n

\u7121\u6599\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9 \u2192<\/a><\/p>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

RAGO\uff08RAG Optimization\uff09\u306f\u3001AI\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u304c\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u4ed5\u7d44\u307f\u300cRAG\uff08Retrieval-Augmented Generation\uff09\u300d […]<\/p>\n","protected":false},"author":2,"featured_media":1406,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"om_disable_all_campaigns":false,"footnotes":""},"categories":[17],"tags":[32,29],"class_list":["post-2947","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-geo","tag-ai","tag-claude"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/posts\/2947","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/comments?post=2947"}],"version-history":[{"count":3,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/posts\/2947\/revisions"}],"predecessor-version":[{"id":4163,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/posts\/2947\/revisions\/4163"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/media\/1406"}],"wp:attachment":[{"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/media?parent=2947"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/categories?post=2947"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jinrai.co.jp\/en\/wp-json\/wp\/v2\/tags?post=2947"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}