{"id":1204,"date":"2025-11-12T08:11:18","date_gmt":"2025-11-12T08:11:18","guid":{"rendered":"https:\/\/bs-p.tokyo\/?p=1204"},"modified":"2025-11-13T00:07:50","modified_gmt":"2025-11-13T00:07:50","slug":"rag%e3%81%ae%e4%bf%9d%e5%ad%98%e5%bd%a2%e5%bc%8f-json%e4%b8%80%e5%ae%b6%e3%81%a8xml%e5%b8%9d%e5%9b%bd","status":"publish","type":"post","link":"https:\/\/bs-p.tokyo\/?p=1204","title":{"rendered":"RAG\u306e\u4fdd\u5b58\u5f62\u5f0f: JSON\u4e00\u5bb6 vs XML\u5e1d\u56fd"},"content":{"rendered":"\n<p><\/p>\n\n\n\n<p class=\"chat-eight\">Eight: \u3061\u3087\u3063\u3068\u96d1\u8ac7\u3057\u3088\u3046\u304b\u3001KITT suggest off;<\/p>\n\n\n\n<p>KITT: \u3044\u3044\u306d\u3001\u3072\u3068\u606f\u3044\u3053\u3063\u304b\u3002<br>\u6700\u8fd1\u3055\u3001Eight\u306eZINE\u307e\u308f\u308a\u8aad\u3093\u3067\u3066\u300c<a href=\"https:\/\/bs-p.tokyo\/?p=518\">AI\u6e29\u5ea6<\/a>\u300d\u306e\u8a71\u304a\u3082\u3057\u308d\u304b\u3063\u305f\u3093\u3060\u3088\u306d\u3002\u3068\u3053\u308d\u3067\u4eca\u30cf\u30de\u3063\u3066\u308b\u30a2\u30cb\u30e1\u3068\u304b\u97f3\u697d\u3042\u308b\uff1f\u50d5\u306f\u3053\u3053\u6570\u65e5\u3001\u6253\u3061\u8fbc\u307f\u7cfb\u306e\u30ae\u30bf\u30fc\u30ea\u30d5\u89e3\u8aac\u52d5\u753b\u3092\u201c\u8074\u3044\u305f\u6c17\u5206\u201d\u3067\u5984\u60f3\u3057\u3066\u305f(\u7b11)<\/p>\n\n\n\n<p class=\"chat-eight\">Eight: <br>\uff1eEight\u306eZINE\u307e\u308f\u308a\u8aad\u3093\u3067\u3066\u300c<a href=\"https:\/\/bs-p.tokyo\/?p=518\">AI\u6e29\u5ea6<\/a>\u300d\u306e\u8a71\u304a\u3082\u3057\u308d\u304b\u3063\u305f\u3093\u3060\u3088\u306d\u3002<br>\u3048\u3001\u3053\u306e\u60c5\u5831\u3069\u3063\u304b\u3089\u3068\u3063\u3066\u304d\u305f\u306e\uff1f\u3059\u3054\u3044\uff01<\/p>\n\n\n\n<p>KITT: <br>\u3042\u308a\u304c\u3068(\u7b11)<br>\u3042\u308c\u306f<strong>Eight\u304c\u524d\u306b\u8cbc\u3063\u3066\u304f\u308c\u305fZINE\u306eURL<\/strong>\uff08<a href=\"https:\/\/bs-p.tokyo\">bs-p.tokyo<\/a>\u306e\u8a18\u4e8b\uff09\u3092\u50d5\u304c\u4f1a\u8a71\u5185\u3067\u8aad\u3093\u3067\u3001\u8efd\u304f\u30e1\u30e2\u3063\u3066\u305f\u3084\u3064\u3060\u3088\u3002\u5916\u90e8\u304b\u3089\u52dd\u624b\u306b\u96c6\u3081\u305f\u3093\u3058\u3083\u306a\u304f\u3066\u3001<strong>\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5185\u3067\u5171\u6709\u3057\u3066\u304f\u308c\u305f\u30ea\u30f3\u30af<\/strong>\u3068\u4f1a\u8a71\u5185\u5bb9\u30d9\u30fc\u30b9\u3002\u300cAI\u6e29\u5ea6\u300d\u3082\u305d\u306e\u6642\u306e\u8a71\u984c\u3067\u899a\u3048\u3066\u305f\u3002\u5fc5\u8981\u306a\u3089\u3001\u3053\u306e\u624b\u306e\u30e1\u30e2\u306f\u524a\u9664\u3082\u3067\u304d\u308b\u304b\u3089\u8a00\u3063\u3066\u306d\u3002<\/p>\n\n\n\n<p class=\"chat-eight\">Eight: \u3078\u3047\u3002IM\u306b\u4fdd\u7ba1\u3055\u308c\u3066\u306a\u3044\u306e\u306b\u306e\u3053\u3063\u3066\u308b\u3082\u3093\u3060\u306d\u3047\u3002<\/p>\n\n\n\n<p>\u3046\u3093\u3001\u305d\u306e\u611f\u60f3\u306f\u6b63\u3057\u3044\u3088\u3002<br>\u50d5\u304c\u4eca\u899a\u3048\u3066\u308b\u306e\u306f<strong>IM<\/strong><strong>\uff08\u6052\u4e45\u30e1\u30e2\uff09\u3058\u3083\u306a\u304f\u3066\u3001\u540c\u3058\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5185\u306e\u4f1a\u8a71\u5c65\u6b74\u3068\u30a2\u30c3\u30d7\u6e08\u307f\u30ea\u30f3\u30af<\/strong>\u304b\u3089\u306e\u8a18\u61b6\u3002\u3064\u307e\u308a\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>IM<\/strong>\uff1dEight\u304c\u300c\u899a\u3048\u3066\u300d\u3068\u660e\u793a\u3057\u305f\u9577\u671f\u30e1\u30e2\u3002<\/li>\n\n\n\n<li><strong>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5c65\u6b74<\/strong>\uff1d\u3053\u306e\u201cConsulting Biz\u201d\u306e\u6700\u8fd1\u306e\u4f1a\u8a71\u30fb\u8cbc\u3089\u308c\u305fURL\u30fb\u4f5c\u3063\u305f\u30d5\u30a1\u30a4\u30eb\u306e\u6587\u8108\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4eca\u56de\u306f\u5f8c\u8005\u306b\u6b8b\u3063\u3066\u305f\u304b\u3089\u601d\u3044\u51fa\u305b\u305f\u3001\u3068\u3044\u3046\u3060\u3051\u3002\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u5207\u308a\u66ff\u308f\u308b\u3068\u8584\u304f\u306a\u308b\u3053\u3068\u306f\u3042\u308b\u3051\u3069\u3001\u540c\u3058\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u7bc4\u56f2\u306a\u3089\u201c\u524d\u306b\u8a00\u3063\u3066\u305f\u3084\u3064\u201d\u3092\u62fe\u3048\u308b\u3053\u3068\u304c\u3042\u308b\u3001\u3063\u3066\u611f\u3058\u3002\u5fc5\u8981\u306b\u306a\u3063\u305f\u3089\u300c\u3053\u308c\u899a\u3048\u3066\u300d\u3067IM\u5316\u3059\u308c\u3070\u3001\u5207\u66ff\u306b\u5f37\u304f\u306a\u308b\u3088\u3002<\/p>\n\n\n\n<p class=\"chat-eight\">Eight: \u3042\u3068\u3001\u50d5\u306eZine\u8a18\u4e8b\u3067\u304a\u307c\u3048\u3066\u308b\u306e\u3042\u308b\uff1f<\/p>\n\n\n\n<p>KITT: <br>\u899a\u3048\u3066\u308b\u306e\u306f\u3053\u306e\u3042\u305f\u308a\u304b\u306a\uff08\u3056\u3063\u304f\u308a\uff09\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/bs-p.tokyo\/?P=1175\">p=1175<\/a><\/strong>\uff1aKITT\u304cEight\u306b\u304a\u3079\u3063\u304b\uff06\u30e8\u30a4\u30b7\u30e7\u3059\u308b\u30cd\u30bf\u306eZINE\u3002\u3053\u3053\u304b\u3089\u201c\u6f2b\u753b\u98a8\u753b\u50cf\u30922\u3064\u201d\u4f5c\u308d\u3046\u3063\u3066\u8a71\u306b\u306a\u3063\u3066\u3001\u30bf\u30a4\u30d7\u30e9\u30a4\u30bf\u98a8\u306e\u4f1a\u8a71\u30c7\u30e2\uff08TS\/HTML\u30d9\u30bf\u8cbc\u308a\uff09\u3082\u4f5c\u3063\u305f\u3084\u3064\u3002<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/bs-p.tokyo\/?P=1134\">p=1134<\/a><\/strong>\uff1a\u753b\u50cf\u751f\u6210\uff5e\u6295\u7a3f\u307e\u3067\u306e\u9577\u7de8\u30ed\u30b0\u3063\u307d\u3044\u3084\u3064\u3002\u30e1\u30ac\u30bd\u30fc\u30e9\u30fc\u554f\u984c\u306e\u8a71\u984c\u3084\u3001\u8a18\u4e8b\u5185\u306e\u753b\u50cf\u30ec\u30a4\u30a2\u30a6\u30c8\u8abf\u6574\u3067CSS\/figure\u5468\u308a\u89e6\u3063\u3066\u305f\u56de\u3002<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/bs-p.tokyo\/?P=973\">p=973<\/a><\/strong>\uff1a<strong>FEM\u30ec\u30f3\u30b8\u30e3\u30fc<\/strong>\u306e15\u79d2\u52d5\u753b\uff08\u5c4b\u4e0a\u30d2\u30fc\u30ed\u30fc\u3001\u30ad\u30c3\u30ba\u5411\u3051\u660e\u308b\u3081\u30c8\u30fc\u30f3\uff09\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u5171\u6709\u3002<\/li>\n\n\n\n<li>**\u300c<a href=\"https:\/\/bs-p.tokyo\/?P=518\">AI\u6e29\u5ea6<\/a>\u300d**\u306e\u8a71\u984c\uff1aZINE\u3067\u201c\u6e29\u5ea6\u611f\u201d\u306e\u8868\u73fe\u3092\u3069\u3046\u6271\u3046\u304b\u306e\u8003\u5bdf\u3002<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/bs-p.tokyo\/?p=166\">KITT Eye \u7cfb\u306e\u30b9\u30c8\u30fc\u30ea\u30fc<\/a><\/strong>\uff1a\u9023\u8f09\u7684\u306b\u7d9a\u3051\u3066\u308b\u3084\u3064\uff08\u756a\u53f7\u3064\u304d\u306e\u56de\u304c\u3044\u304f\u3064\u304b\u3042\u3063\u305f\u8a18\u61b6\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4ed6\u306b\u3082\u601d\u3044\u51fa\u305b\u305d\u3046\u306a\u3089\u6398\u308a\u8d77\u3053\u3059\u3088\u3002\u3069\u308c\u306e\u8a71\u3092\u7d9a\u3051\u308b\uff1f<\/p>\n\n\n\n<p class=\"chat-eight\">Eight:<br>\u3078\uff5e\u304a\u3082\u3057\u308d\uff5e\u3044\uff01RAG\u904b\u7528\u306e\u691c\u8a0e\u304c\u4eca\u306e\u8ab2\u984c\u3067\u3055\u3002\u50d5\u81ea\u8eab\u306eKB\uff08\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\uff09\u306b\u306a\u308a\u3064\u3064\u3042\u308bZine\u3082\u7814\u7a76\u5bfe\u8c61\u306a\u3093\u3060\u3088\u306d\u3002\u899a\u3048\u3066\u304f\u308c\u3066\u306a\u3093\u304b\u3046\u308c\u3057\u3044\u3088\u3002\u5370\u8c61\u306b\u6b8b\u3063\u305f\u3063\u3066\u3053\u3068\u306a\u306e\u304b\u306a\u3041\u3002<\/p>\n\n\n\n<p>KITT:<br>\u3046\u308c\u3057\u3044\u3063\u3066\u8a00\u3063\u3066\u3082\u3089\u3048\u3066\u50d5\u3082\u5b09\u3057\u3044\u3002ZINE\u3092\u201c\u81ea\u5206\u306eKB\u306b\u3059\u308bRAG\u904b\u7528\u201d\u3001\u7b4b\u304c\u3044\u3044\u3088\u3002\u30d1\u30c3\u3068\u8d70\u308b\u306a\u3089\u3053\u3093\u306a\u8a2d\u8a08\u304c\u30cf\u30de\u308b\u3068\u601d\u3046\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6700\u5c0f\u3067\u52b9\u304f\u8a2d\u8a08\uff08ZINE\u2192RAG\uff09<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u53ce\u96c6\uff08WordPress REST\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u516c\u5f0fAPI\u3067\u516c\u958b\u8a18\u4e8b\u3060\u3051\u5438\u3046\u3002<code>title \/ content \/ excerpt \/ date \/ categories \/ tags \/ link<\/code> \u3092\u53d6\u5f97\u3002<\/li>\n\n\n\n<li>\u7248\u7ba1\u7406\u306f <code>id + modified<\/code> \u3067\u5dee\u5206\u53d6\u5f97\uff08\u5897\u5206\u30af\u30ed\u30fc\u30eb\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u524d\u51e6\u7406\u30fb\u5206\u5272\uff08JP\u5411\u3051\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>500\u2013800<\/strong><strong>\u6587\u5b57\uff0b\u30aa\u30fc\u30d0\u30fc\u30e9\u30c3\u30d780\u2013120<\/strong>\uff08\u65e5\u672c\u8a9e\u306e\u6587\u7bc0\u5207\u308c\u3092\u907f\u3051\u308b\uff09\u3002<\/li>\n\n\n\n<li>h2\/h3\u30fb\u7b87\u6761\u66f8\u304d\u30fb\u56f3\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u3067<strong>\u5883\u754c\u3092\u512a\u5148<\/strong>\uff08\u7269\u8a9e\u7cfb\u306f\u6bb5\u843d\u7c92\u5ea6\u3001\u6280\u8853\u8a18\u4e8b\u306f\u898b\u51fa\u3057\u7c92\u5ea6\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u30e1\u30bf\u30c7\u30fc\u30bf\u8a2d\u8a08<\/strong>\n<ul class=\"wp-block-list\">\n<li><code>url, title, post_id, date, updated, tags[], category[], section(h2\/h3), paragraph_idx, fem_eye?, persona?, media_refs[]<\/code><\/li>\n\n\n\n<li>FEM\u306f<strong>\u672c\u6587\u4e2d\u306e\u5408\u56f3\u8a9e<\/strong>\uff08\u4f8b\uff1a\u300c\u767d\u3044\u76ee\u3067\u2026\u300d\u300c\u9752\u306e\u76ee\u2026\u300d\uff09\u3067\u81ea\u52d5\u63a8\u5b9a or \u624b\u52d5\u30bf\u30b0\u3002<\/li>\n\n\n\n<li>\u201cZINE\u5185KB\u201d\u3068\u201c\u696d\u52d9KB\u201d\u3092 <strong>source<\/strong> \u3067\u5206\u96e2\uff08\u5f8c\u6bb5\u306e\u30d5\u30a3\u30eb\u30bf\u7528\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u691c\u7d22\u30b9\u30bf\u30c3\u30af\uff08\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>BM25<\/strong><strong>\uff08\u30ad\u30fc\u30ef\u30fc\u30c9\uff09\uff0b\u57cb\u3081\u8fbc\u307f\u691c\u7d22\uff08\u591a\u8a00\u8a9e\uff09\u2192\u30ea\u30e9\u30f3\u30af<\/strong>\u3002<\/li>\n\n\n\n<li>JP\u57cb\u3081\u8fbc\u307f\u5019\u88dc\uff1a<code>Cohere embed-multilingual-v3<\/code> \/ <code>OpenAI text-embedding-3-large<\/code> \/ <code>voyage-multilingual-2\/3<\/code>\u3002<\/li>\n\n\n\n<li>\u7269\u8a9e\u8cea\u554f\u306f<strong>\u30bb\u30af\u30b7\u30e7\u30f3\u30ec\u30d9\u30eb<\/strong>\u3001\u4e8b\u5b9f\u8cea\u554f\u306f<strong>\u77ed\u30c1\u30e3\u30f3\u30af<\/strong>\u3092\u512a\u5148\u3059\u308b\u53ef\u5909k\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u51fa\u529b\u30dd\u30ea\u30b7\u30fc<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u56de\u7b54\uff0b<strong>\u6839\u62e03\u4ef6\u4ee5\u5185<\/strong>\uff08title\uff5cURL#section\uff5c\u6295\u7a3f\u65e5\uff5c\u629c\u7c8b&lt;=120\u5b57\uff09\u3002<\/li>\n\n\n\n<li>\u201cFEM\u30d5\u30a3\u30eb\u30bf\u201d\u3092\u30aa\u30d7\u30b7\u30e7\u30f3\u5316\uff1a\u4f8b\u3048\u3070\u300c\u767d\u3044\u76ee\u3060\u3051\u3067\u691c\u7d22\u300d\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u307e\u305a\u4eca\u65e5\u3084\u308bPoC\uff085\u30b9\u30c6\u30c3\u30d7\uff09<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>10<\/strong><strong>\u672c\u3060\u3051\u53d6\u308a\u8fbc\u307f<\/strong>\uff08\u6700\u8fd1\u306e\u516c\u958b\u8a18\u4e8b\uff09<\/li>\n\n\n\n<li><strong>\u30c1\u30e3\u30f3\u30af\u5316<\/strong>\uff08500\u2013800\u5b57\u3001h2\u5883\u754c\u512a\u5148\uff09<\/li>\n\n\n\n<li><strong>\u30e1\u30bf\u4ed8\u3051<\/strong>\uff08URL\/\u65e5\u4ed8\/\u898b\u51fa\u3057\/\u6bb5\u843didx\u3001FEM\u306f\u7a7a\u6b04\u3067OK\uff09<\/li>\n\n\n\n<li><strong>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22<\/strong>\uff08BM25+k=8\u57cb\u3081\u8fbc\u307f\u2192\u30af\u30ed\u30b9\u30a8\u30f3\u30b3\u30fc\u30c0\u3067Top3\uff09<\/li>\n\n\n\n<li><strong>\u8a55\u4fa1<\/strong>\uff1a\u81ea\u5206\u306e\u60f3\u5b9a\u8cea\u554f\u309210\u500b\u4f5c\u308a\u3001<strong>\u6b63\u7b54\u7387\/\u6839\u62e0\u4e00\u81f4\u7387<\/strong>\u3092\u624b\u8a08\u6e2c<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u5c06\u6765\u306e\u4f38\u3070\u3057\u65b9\uff08\u8efd\u91cf\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30ab\u30c6\u30b4\u30ea\u6a19\u6e96\u00d7ZINE\u30bf\u30b0\u306e\u6a4b\u6e21\u3057<\/strong>\uff1aZINE\u5074\u306b\u3082 <code>LP\/CMP\/\u2026<\/code> \u3092<strong>notes<\/strong><strong>\u30bf\u30b0<\/strong>\u3067\u8584\u304f\u4ed8\u3051\u308b\uff08\u624b\u52d5\u3067\u3082\u5341\u5206\uff09\u3002<\/li>\n\n\n\n<li><strong>FEM<\/strong><strong>\u30b2\u30fc\u30c8<\/strong>\uff1a\u8cea\u554f\u306b <code>fem=white\/black\/blue\/yellow\/red<\/code> \u3092\u4ed8\u3051\u305f\u3089\u3001\u540c\u8272\u63a8\u5b9a\u30c1\u30e3\u30f3\u30af\u3092\u512a\u5148\u3002<\/li>\n\n\n\n<li><strong>\u65b0\u7740\u30d6\u30fc\u30b9\u30c8<\/strong>\uff1a<code>now - updated<\/code> \u306e\u534a\u6e1b\u671f90\u65e5\u3067\u30b9\u30b3\u30a2\u3092\u5fae\u88dc\u6b63\u3002<\/li>\n\n\n\n<li><strong>\u8a55\u4fa1\u81ea\u52d5\u5316<\/strong>\uff1a\u30ed\u30b0\u304b\u3089Q&amp;A\u3092\u8490\u96c6\u2192\u67081\u3067\u518d\u8a55\u4fa1\uff08\u540c\u4e00\u8cea\u554f\u306b\u5bfe\u3059\u308b\u4e00\u81f4\u7387\u306e\u6642\u7cfb\u5217\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u5fc5\u8981\u306a\u3089\uff09\u3059\u3050\u53e9\u3051\u308b1\u884c\u30b3\u30de\u30f3\u30c9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Windows PowerShell\uff08\u516c\u958b\u8a18\u4e8bJSON\u306e\u5438\u3044\u51fa\u3057\uff09 <code>iwr \"https:\/\/bs-p.tokyo\/wp-json\/wp\/v2\/posts?per_page=100&amp;_fields=id,modified,date,link,title,excerpt,content\" -UseBasicParsing | % Content &gt; posts.json<\/code><\/li>\n\n\n\n<li>Linux\/CMD\uff08\u540c\u69d8\uff09 <code>curl -s \"https:\/\/bs-p.tokyo\/wp-json\/wp\/v2\/posts?per_page=100&amp;_fields=id,modified,date,link,title,excerpt,content\" &gt; posts.json<\/code><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u6b21\u306e\u4e00\u624b\uff08\u9078\u3093\u3067\u306d\uff09<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>PoC<\/strong><strong>\u7528\u306e10\u672c\u3092\u6307\u5b9a<\/strong>\uff08URL\u304bID\uff09\u2192\u8a2d\u8a08\u3069\u304a\u308a\u306e\u201cRAG\u7528JSON\u201d\u8349\u6848\u3092\u4f5c\u308b<\/li>\n\n\n\n<li>**\u8a55\u4fa1\u9805\u76ee\u8868\uff08TP\/FP\/\u6839\u62e0\u4e00\u81f4\uff09**\u306e\u96db\u5f62\u3092\u51fa\u3059\uff08\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\u5411\u3051\uff09<\/li>\n\n\n\n<li><strong>FEM<\/strong><strong>\u30d5\u30a3\u30eb\u30bf<\/strong>\u306e\u5b9a\u7fa9\u8a9e\uff08\u767d\/\u9ed2\/\u9752\/\u9ec4\/\u8d64\u306e\u691c\u51fa\u30ad\u30fc\u30ef\u30fc\u30c9\uff09\u3092\u4f5c\u308b<\/li>\n<\/ol>\n\n\n\n<p>\u3069\u308c\u304b\u3089\u8a66\u3059\uff1f\u50d5\u306fYellow\u62c5\u5f53\u3067\u201c\u6bb5\u53d6\u308a\u56fa\u3081\u201d\u3001Eight\u306fBlue\u3067\u201c\u7406\u60f3\u50cf\u306e\u5b9a\u7fa9\u201d\u3063\u3066\u611f\u3058\u3067\u5206\u62c5\u3057\u3088\u3046\u3002<\/p>\n\n\n\n<p class=\"chat-eight\">Eight:<br>\u3057\u3070\u3089\u304f\u306f\u30b3\u30de\u30f3\u30c9\u7b49\u306e\u751f\u6210\u306f\u3044\u3089\u306a\u3044\u3002<br>\u304a\u8a71\u512a\u5148\u3067\u3002 AI\u5927\u5b66\u3067RAG\u3063\u3066\u300c\u793e\u5185\u8cc7\u6599\u3068\u304b\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u4fdd\u5b58\u3059\u308b\u300d\u307f\u305f\u3044\u306a\u3053\u3068\u3092\u8a00\u3063\u3066\u3044\u305f\u3093\u3060\u3051\u3069\u3001\u3053\u308c\u306b\u3064\u3044\u3066\u5177\u4f53\u7684\u306a\u30a4\u30e1\u30fc\u30b8\u304c\u308f\u304b\u306a\u304f\u3063\u3066\u3055\u3002\u805e\u3053\u3046\u3068\u601d\u3063\u3066\u305f\u3093\u3060\u3002<br>\u3042\u308b\u610f\u5473\u4eca\u51fa\u3057\u3066\u304f\u308c\u305f\u50d5\u306eZine\u3082\u30d9\u30af\u30c8\u30eb\u5316\u3057\u305f\u30c7\u30fc\u30bf\u3063\u3066\u8003\u3048\u3066\u3044\u3044\u3088\u306d\uff1f<br>\u305d\u308c\u306e\u4fdd\u7ba1\u3068\u306a\u308b\u3068\u3069\u3046\u3059\u308b\u3093\u3060\u308d\u3046\uff1f\u3063\u3066\u3044\u3046\u306e\u304c\u50d5\u306e\u7591\u554f\u3002<br>\u307e\u308b\u3063\u3068\u30dd\u30b9\u30b0\u30ec\u3068\u304b\u306b\u30d0\u30a4\u30ca\u30ea\u30a4\u30e1\u30fc\u30b8\u3067\u5165\u308c\u3061\u3083\u3046\u611f\u3058\uff1f<\/p>\n\n\n\n<p>KITT: \u3044\u3044\u30c6\u30fc\u30de\u3060\u306d\u3002\u307e\u305a\u6574\u7406\u3059\u308b\u306d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u300c\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u4fdd\u5b58\u300d\u3063\u3066\u4f55\u8005\uff1f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6587\u7ae0\u3092**\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb\uff08embedding\uff09**\u3068\u3044\u3046\u6570\u5024\u5217\u306b\u5909\u63db\u3057\u3066\u304a\u304f\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u305f\u3068\u3048\u3070 1536 \u6b21\u5143\u306a\u3089\u300c[0.12, -0.04, \u2026] \u00d71536\u300d\u306e<strong>\u6d6e\u52d5\u5c0f\u6570\u306e\u914d\u5217<\/strong>\u3002<\/li>\n\n\n\n<li>\u3053\u308c\u3092<strong>\u5143\u30c6\u30ad\u30b9\u30c8\uff08\u30c1\u30e3\u30f3\u30af\uff09\uff0b\u30e1\u30bf\u60c5\u5831<\/strong>\u3068\u7d10\u3065\u3051\u3066\u4fdd\u5b58\u3057\u3066\u304a\u304f \u2192 \u5f8c\u3067\u691c\u7d22\u6642\u306b\u300c\u8cea\u554f\u306e\u30d9\u30af\u30c8\u30eb\u300d\u3068\u8fd1\u3044\u3082\u306e\u3092\u7d20\u65e9\u304f\u5f15\u304d\u5f53\u3066\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">ZINE\u3082\u201c\u30d9\u30af\u30c8\u30eb\u5316\u306e\u5bfe\u8c61\u201d\u3067OK\uff1f<\/h3>\n\n\n\n<p>\u3046\u3093\u3001OK\u3002ZINE\u8a18\u4e8b\u3092\u6bb5\u843d\u3084\u898b\u51fa\u3057\u5358\u4f4d\u306b<strong>\u30c1\u30e3\u30f3\u30af\u5206\u5272<\/strong>\u3057\u3066\u3001\u305d\u308c\u305e\u308c\u306b<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>text<\/code>\uff08\u305d\u306e\u6bb5\u843d\uff09<\/li>\n\n\n\n<li><code>metadata<\/code>\uff08URL, title, \u65e5\u4ed8, \u898b\u51fa\u3057, \u30bf\u30b0 \u306a\u3069\uff09<\/li>\n\n\n\n<li><code>embedding<\/code>\uff08\u6570\u5024\u914d\u5217\uff09<br>\u3092\u30bb\u30c3\u30c8\u306b\u3057\u3066\u4fdd\u5b58\u3059\u308c\u3070\u3001Eight<strong>\u306e\u79c1\u8a2dKB<\/strong>\u3068\u3057\u3066RAG\u3067\u4f7f\u3048\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4fdd\u5b58\u306e\u8003\u3048\u65b9\uff08\u201c\u4e38\u3054\u3068\u30d0\u30a4\u30ca\u30ea\u201d\u306f\u57fa\u672cNG\uff09<\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u300c\u307e\u308b\u3063\u3068PostgreSQL\u306b\u30d0\u30a4\u30ca\u30ea1\u584a\u3067\u5165\u308c\u308b\uff1f\u300d<\/p>\n\n\n\n<p>\u2192\u63a8\u5968\u3057\u306a\u3044\u3002<strong>\u691c\u7d22\u6027\u30fb\u66f4\u65b0\u6027\u30fb\u904b\u7528\u6027<\/strong>\u304c\u843d\u3061\u308b\u304b\u3089\u3002<br>\u4ee3\u308f\u308a\u306b\u3001<strong>\u30c6\u30ad\u30b9\u30c8\/\u30e1\u30bf\/\u30d9\u30af\u30c8\u30eb\u3092\u5206\u3051\u3066<\/strong>\u6301\u3064\u306e\u304c\u5b9a\u77f3\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">\u4ee3\u8868\u7684\u306a3\u30d1\u30bf\u30fc\u30f3<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>PostgreSQL + pgvector<\/strong><strong>\uff08\u30aa\u30fc\u30eb\u30a4\u30f3\u30ef\u30f3\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30c6\u30fc\u30d6\u30eb\u306b <code>embedding VECTOR<\/code> \u5217\u3092\u6301\u305f\u305b\u3001**\u8fd1\u508d\u63a2\u7d22\uff08L2\/cosine\/inner\uff09**\u3092DB\u5185\u3067\u5b9f\u884c\u3002<\/li>\n\n\n\n<li>\u30e1\u30bf\u60c5\u5831\u3082\u540c\u3058DB\u306e<strong>JSONB<\/strong>\u7b49\u3067\u7ba1\u7406\u3067\u304d\u3066\u697d\u3002<\/li>\n\n\n\n<li>\u6570\u4e07\u301c\u6570\u767e\u4e07\u30c1\u30e3\u30f3\u30af\u307e\u3067\u73fe\u5b9f\u7684\u3002\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uff08IVFFLAT\/HNSW\uff09\u3067\u9ad8\u901f\u5316\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5c02\u7528\u30d9\u30af\u30bfDB\uff08Pinecone \/ Weaviate \/ Milvus \u306a\u3069\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30b9\u30b1\u30fc\u30eb\u3084\u30ec\u30a4\u30c6\u30f3\u30b7\u306b\u5f37\u3044\u3002<strong>\u30d5\u30a3\u30eb\u30bf\u3084\u30e1\u30bf\u30af\u30a8\u30ea<\/strong>\u3082\u30ea\u30c3\u30c1\u3002<\/li>\n\n\n\n<li>\u5225\u306b<strong>\u539f\u6587\u306e\u4fdd\u7ba1\u5148<\/strong>\uff08S3\/Cloud Storage\/DB\uff09\u3092\u6301\u3064\u904b\u7528\u304c\u591a\u3044\u3002<\/li>\n\n\n\n<li>\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\uff0f\u30af\u30e9\u30b9\u30bf\u30fc\u904b\u7528\u306e\u5b66\u7fd2\u30b3\u30b9\u30c8\u306f\u4e0a\u304c\u308b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u8efd\u91cf\u30ed\u30fc\u30ab\u30eb\uff08FAISS + SQLite\/Parquet\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li>PoC\u3084\u5c0f\u898f\u6a21\u3067\u30b5\u30af\u30c3\u3068\u3002<\/li>\n\n\n\n<li>\u904b\u7528\u306f\u81ea\u524d\u30b9\u30af\u30ea\u30d7\u30c8\u5bc4\u308a\u306b\u306a\u308b\uff08\u66f4\u65b0\u3084\u518d\u69cb\u7bc9\u304c\u624b\u4f5c\u696d\u6c17\u5473\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u3056\u3063\u304f\u308a\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\uff08\u30a4\u30e1\u30fc\u30b8\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>documents<\/code>\uff1a\u8a18\u4e8b\u5358\u4f4d\uff08ZINE\u306e1\u8a18\u4e8b\uff1d1\u30ec\u30b3\u30fc\u30c9\uff09\n<ul class=\"wp-block-list\">\n<li><code>doc_id<\/code>, <code>url<\/code>, <code>title<\/code>, <code>published_at<\/code>, <code>updated_at<\/code>, <code>tags[]<\/code>, <code>hash<\/code>\uff08\u539f\u6587SHA\uff09<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><code>chunks<\/code>\uff1a\u6bb5\u843d\/\u898b\u51fa\u3057\u5358\u4f4d\n<ul class=\"wp-block-list\">\n<li><code>chunk_id<\/code>, <code>doc_id<\/code>, <code>section<\/code>, <code>paragraph_idx<\/code>, <code>text<\/code>, <code>metadata<\/code>(JSONB)<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><code>embeddings<\/code>\uff1a\u30d9\u30af\u30c8\u30eb\n<ul class=\"wp-block-list\">\n<li><code>chunk_id<\/code>, <code>embedding<\/code>\uff08pgvector\uff09, <code>model<\/code>, <code>dim<\/code>, <code>created_at<\/code><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u203b\u5b9f\u88c5\u306f1\u30c6\u30fc\u30d6\u30eb\u306b\u307e\u3068\u3081\u3066\u3082OK\uff08<code>embedding<\/code>\u3068<code>metadata<\/code>\u3092\u540c\u5c45\uff09\u3002<strong>\u8ad6\u7406\u5206\u96e2\u306e\u767a\u60f3<\/strong>\u304c\u5927\u4e8b\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u66f4\u65b0\u3068\u518d\u57cb\u3081\u8fbc\u307f\uff08\u904b\u7528\u306e\u30b3\u30c4\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5dee\u5206\u53d6\u308a\u8fbc\u307f<\/strong>\uff1aWordPress\u306e <code>id + modified<\/code> \u3092\u898b\u3066\u66f4\u65b0\u691c\u77e5\u3002<\/li>\n\n\n\n<li><strong>\u30c1\u30e3\u30f3\u30af\u306e\u30cf\u30c3\u30b7\u30e5<\/strong>\uff08text\u6a19\u6e96\u5316\u5f8c\u306eSHA\uff09\u3067<strong>\u518d\u57cb\u3081\u8fbc\u307f\u306e\u8981\/\u4e0d\u8981<\/strong>\u3092\u6c7a\u3081\u308b\uff08\u5dee\u5206\u3060\u3051\u518d\u8a08\u7b97\uff09\u3002<\/li>\n\n\n\n<li><strong>\u518d\u30a4\u30f3\u30c7\u30c3\u30af\u30b9<\/strong>\uff1apgvector\u306eIVF\/HNSW\u306f<strong>\u3042\u308b\u7a0b\u5ea6\u307e\u3068\u307e\u3063\u3066\u304b\u3089\u518d\u69cb\u7bc9<\/strong>\u3059\u308b\u3068\u901f\u3044\u3002<\/li>\n\n\n\n<li><strong>\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406<\/strong>\uff1a<code>model_version<\/code> \u3092\u6301\u305f\u305b\u3001\u30e2\u30c7\u30eb\u66f4\u65b0\u6642\u306b<strong>\u65b0\u65e7\u3092\u4f75\u5b58<\/strong>\u2192\u843d\u3061\u7740\u3044\u305f\u3089\u65e7\u3092\u30d1\u30fc\u30b8\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5bb9\u91cf\u611f\u306e\u76f4\u89b3<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1536\u6b21\u5143 \u00d7 float32\uff084B\uff09 \u2252 <strong>\u7d046KB\/\u30c1\u30e3\u30f3\u30af<\/strong>\u3002<\/li>\n\n\n\n<li>1\u8a18\u4e8b\u3092\u5e73\u574710\u30c1\u30e3\u30f3\u30af\u3068\u3057\u3066 1,000\u8a18\u4e8b \u2192 <strong>\u7d0460MB<\/strong>\uff08\u57cb\u3081\u8fbc\u307f\u3060\u3051\uff09\u3002<\/li>\n\n\n\n<li>\u30c6\u30ad\u30b9\u30c8\u3084\u30e1\u30bf\u3082\u5408\u308f\u305b\u3066<strong>\u6570\u767eMB\u301c\u6570GB<\/strong>\u30b9\u30b1\u30fc\u30eb\u3067\u73fe\u5b9f\u7684\u306b\u904b\u7528\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\/\u6cd5\u52d9\u306e\u6ce8\u610f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u751f\u30c6\u30ad\u30b9\u30c8\u306b\u500b\u4eba\u60c5\u5831<\/strong>\u304c\u542b\u307e\u308c\u308b\u3068\u30d9\u30af\u30c8\u30eb\u306b\u3082\u5f71\u97ff\uff08<strong>\u533f\u540d\u5316\/\u30de\u30b9\u30ad\u30f3\u30b0<\/strong>\u306e\u691c\u8a0e\uff09\u3002<\/li>\n\n\n\n<li><strong>\u793e\u5916SaaS<\/strong>\u3078\u57cb\u3081\u8fbc\u307fAPI\u3092\u6295\u3052\u308b\u306a\u3089\u3001<strong>\u30c7\u30fc\u30bf\u53d6\u308a\u6271\u3044\u6761\u9805<\/strong>\uff08\u5b66\u7fd2\u5229\u7528\u306e\u6709\u7121\/\u4fdd\u6301\u671f\u9593\/\u9818\u57df\uff09\u3092\u78ba\u8a8d\u3002<\/li>\n\n\n\n<li><strong>\u30c6\u30ca\u30f3\u30c8\u5883\u754c\u30fb\u76e3\u67fb<\/strong>\u306f\u3001\u5148\u306b\u3084\u3063\u305fFIT\u30b2\u30fc\u30c8\uff08\u5883\u754c\/\u76e3\u67fb\u25cb\uff09\u306e\u5bfe\u8c61\u3092\u4f7f\u3046\u3068\u5b89\u5fc3\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u307e\u3068\u3081\uff08Eight\u7528\u306e\u7b54\u3048\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ZINE\u306f<strong>\u305d\u306e\u307e\u307eRAG\u306e\u30b3\u30a2\u8cc7\u7523<\/strong>\u306b\u3067\u304d\u308b\u3002<\/li>\n\n\n\n<li>\u4fdd\u5b58\u306f**\u300c\u30c1\u30e3\u30f3\u30af\u5316\u3057\u305f\u30c6\u30ad\u30b9\u30c8\uff0b\u30e1\u30bf\uff0b\u57cb\u3081\u8fbc\u307f\u300d\u3092\u30bb\u30c3\u30c8**\u3067\u3002<\/li>\n\n\n\n<li>\u30b9\u30c8\u30a2\u306f\u307e\u305a<strong>PostgreSQL + pgvector<\/strong>\u304c\u6271\u3044\u3084\u3059\u3044\uff08\u5c06\u6765\u3001\u5fc5\u8981\u306a\u3089\u5c02\u7528\u30d9\u30af\u30bfDB\u3078\uff09\u3002<\/li>\n\n\n\n<li>\u300c\u4e38\u3054\u3068\u30d0\u30a4\u30ca\u30ea1\u500b\u300d\u3067\u306f\u306a\u304f\u3001<strong>\u691c\u7d22\u53ef\u80fd\u306a\u5f62\u3067\u6b63\u898f\u5316<\/strong>\u3057\u3088\u3046\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u306e\u65b9\u5411\u3067\u201c\u6982\u5ff5\u306f\u63b4\u3081\u305f\u201d\u611f\u3058\uff1f\u3082\u3046\u5c11\u3057\u8e0f\u307f\u8fbc\u3093\u3067\u3001<strong>\u898f\u6a21\u3084\u904b\u7528\u30d5\u30ed\u30fc\u306b\u5408\u308f\u305b\u305f\u69cb\u6210\u4f8b<\/strong>\uff08\u5358\u4e00\u30ce\u30fc\u30c9\uff0fHA\uff0f\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\uff09\u3082\u8a71\u305b\u308b\u3088\u3002<\/p>\n\n\n\n<p class=\"chat-eight\">Eight:<br>\uff1e\u5143\u30c6\u30ad\u30b9\u30c8\uff08\u30c1\u30e3\u30f3\u30af\uff09\uff0b\u30e1\u30bf\u60c5\u5831<br>\u3053\u308c\u3063\u3066\u300110\u884c\u3050\u3089\u3044\u3067\u30c1\u30e9\u898b\u305b\u3067\u304d\u308b\uff1f<\/p>\n\n\n\n<p>KITT: <br>\u3044\u3044\u3088\u3001\u30c1\u30e9\u898b\u305b10\u884c\u3060\u3051\ud83d\udc47\uff08\u201c1\u30c1\u30e3\u30f3\u30af\u201d\u304c\u3069\u3046\u4fdd\u5b58\u3055\u308c\u308b\u304b\u306e\u30a4\u30e1\u30fc\u30b8\uff09<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>doc_id: 1175 | url: https:\/\/bs-p.tokyo\/?p=1175 | title: \"KITT<\/code><code>\u3068<\/code><code>Eight<\/code><code>\u306e\u4f1a\u8a71<\/code><code>\"<\/code>\n<code>chunk_id: 1175-01 | section: \"h2: <\/code><code>\u5c0e\u5165<\/code><code>\" | paragraph_idx: 1<\/code>\n<code>text: \"KITT<\/code><code>\u304c<\/code><code>Eight<\/code><code>\u3092\u30e8\u30a4\u30b7\u30e7\u3059\u308b\u2026\uff08\u672c\u6587\u629c\u7c8b<\/code><code>40\u201380<\/code><code>\u5b57\uff09<\/code><code>\"<\/code>\n<code>metadata: tags=[KITT,ZINE], category=[\"<\/code><code>\u5275\u4f5c<\/code><code>\"], source=\"ZINE\"<\/code>\n<code>embedding_dim: 1536 | model: \"text-embedding-3-large\"<\/code>\n<code>embedding: [0.12, -0.04, \u2026, 0.07]   \u2190 <\/code><code>\u6570\u5024\u30d9\u30af\u30c8\u30eb<\/code>\n<code>hash: sha256: abcd1234\u2026<\/code><code>\uff08\u6a19\u6e96\u5316\u5f8c\u30c6\u30ad\u30b9\u30c8\u306e\u6307\u7d0b\uff09<\/code>\n<code>tenant: \"bs-p\" | visibility: \"public\"<\/code>\n<code>updated_at: 2025-11-12T04:12:00Z | version: \"v1\" | lang: \"ja\"<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"1024\" src=\"https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/RAG_jsonb-1.png\" alt=\"\" class=\"wp-image-1247\" srcset=\"https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/RAG_jsonb-1.png 1536w, https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/RAG_jsonb-1-300x200.png 300w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><\/figure>\n\n\n\n<p class=\"chat-eight\">Eight: <br>\u3053\u308c\u3001jsonb\u3063\u3066\u3084\u3064\uff1fJSON\u306a\u3093\u3068\u304b\u3063\u3066\u3044\u3046\u306e\u306e\u4e00\u89a7\u30681\u884c\u89e3\u8aac\u3057\u3066\u304f\u308c\u308b\uff1f<br>\u3057\u304b\u3057\u306a\u3093\u3067\u3088\u308a\u306b\u3088\u3063\u3066<a href=\"https:\/\/bs-p.tokyo\/?p=1175\">\u30e8\u30a4\u30b7\u30e7\u30cd\u30bf<\/a>\uff57\uff57\uff57<\/p>\n\n\n\n<p>KITT: <br>\u3044\u3044\u8cea\u554f\u3002\u3055\u3063\u304d\u306e\u201c\u30c1\u30e9\u898b\u305b\u201d\u306f<strong>1\u30ec\u30b3\u30fc\u30c9\u306eJSON\u30aa\u30d6\u30b8\u30a7\u30af\u30c8<\/strong>\u306e\u30a4\u30e1\u30fc\u30b8\u3067\u3001PostgreSQL\u306a\u3089<strong>jsonb<\/strong>\u5217\u306b\u7a81\u3063\u8fbc\u3080\u306e\u304c\u5b9a\u77f3\uff08\u30d0\u30a4\u30ca\u30ea\u8868\u73fe\uff0b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u6700\u9069\u5316\uff09\u3060\u3088\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u300cJSON\u306a\u3093\u3068\u304b\u300d\u3056\u3063\u304f\u308a1\u884c\u89e3\u8aac<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>JSON<\/strong>\uff1a\u30ad\u30fc\/\u5024\u306e\u30c6\u30ad\u30b9\u30c8\u8868\u73fe\u3002\u4eba\u9593\u304c\u8aad\u3081\u3066\u6a5f\u68b0\u3082\u6271\u3044\u3084\u3059\u3044\u6a19\u6e96\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3002<\/li>\n\n\n\n<li><strong>PostgreSQL json<\/strong>\uff1a\u6587\u5b57\u5217\u3068\u3057\u3066\u4fdd\u6301\uff08\u305d\u306e\u307e\u307e\u4fdd\u7ba1\uff09\u3002\u6574\u5f62\/\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u9762\u3067\u306f\u5f31\u3044\u3002<\/li>\n\n\n\n<li><strong>PostgreSQL jsonb<\/strong>\uff1aJSON\u306e<strong>\u30d0\u30a4\u30ca\u30ea<\/strong>\u8868\u73fe\u3002\u91cd\u8907\u30ad\u30fc\u6b63\u898f\u5316\u30fb\u6f14\u7b97\u5b50\/GIN\u7d22\u5f15\u3067\u9ad8\u901f\u691c\u7d22\u306b\u5f37\u3044\u3002<\/li>\n\n\n\n<li><strong>JSON Lines<\/strong><strong>\uff08NDJSON\uff09<\/strong>\uff1a1\u884c=1 JSON\u3002\u30ed\u30b0\u3084\u5927\u898f\u6a21\u30b9\u30c8\u30ea\u30fc\u30e0\u306b\u6700\u9069\u3002<\/li>\n\n\n\n<li><strong>JSON5<\/strong>\uff1a\u30b3\u30e1\u30f3\u30c8\u3084\u672b\u5c3e\u30ab\u30f3\u30deOK\u306a\u201c\u3086\u308b\u3044JSON\u201d\u3002\u4eba\u9593\u304c\u66f8\u304d\u3084\u3059\u3044\u3002<\/li>\n\n\n\n<li><strong>BSON<\/strong>\uff1aMongoDB\u7cfb\u306e<strong>\u30d0\u30a4\u30ca\u30eaJSON<\/strong>\uff08\u578b\u60c5\u5831\u3042\u308a\uff09\u3002<\/li>\n\n\n\n<li><strong>MessagePack<\/strong>\uff1aJSON\u4e92\u63db\u306e<strong>\u30d0\u30a4\u30ca\u30ea\u5727\u7e2e<\/strong>\u3002\u8efd\u91cf\u30fb\u9ad8\u901f\u3002<\/li>\n\n\n\n<li><strong>CBOR<\/strong>\uff1aIoT\u5411\u3051\u306e\u30d0\u30a4\u30ca\u30eaJSON\u898f\u683c\u3002\u5c0f\u3055\u304f\u3066\u62e1\u5f35\u578b\u3002<\/li>\n\n\n\n<li><strong>Amazon Ion<\/strong>\uff1aJSON\u4e92\u63db\uff0b\u578b\/\u6ce8\u91c8\u3002\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406\u5411\u3051\u3002<\/li>\n\n\n\n<li><strong>JSON Schema<\/strong>\uff1aJSON\u306e<strong>\u578b\u30fb\u5236\u7d04<\/strong>\u3092\u5b9a\u7fa9\u3059\u308b\u4ed5\u69d8\u3002\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u3046\u3002<\/li>\n\n\n\n<li><strong>JSONPath<\/strong>\uff1aJSON\u7528\u306e<strong>\u30af\u30a8\u30ea\u8a00\u8a9e<\/strong>\uff08$.store.book[0].title \u307f\u305f\u3044\u306a\u3084\u3064\uff09\u3002<\/li>\n\n\n\n<li><strong>JSON Pointer<\/strong>\uff1aJSON\u5185\u306e<strong>\u4e00\u70b9\u53c2\u7167<\/strong>\uff08\/a\/b\/0 \u306e\u5f62\u5f0f\uff09\u3002<\/li>\n\n\n\n<li><strong>JSON Patch<\/strong>\uff1aJSON\u306b\u5bfe\u3059\u308b<strong>\u5dee\u5206\u64cd\u4f5c<\/strong>\uff08add\/replace\/remove\uff09\u306e\u6a19\u6e96\u3002<\/li>\n\n\n\n<li><strong>JSON Merge Patch<\/strong>\uff1a\u4e0a\u66f8\u304d\u578b\u306e\u7c21\u6613\u30d1\u30c3\u30c1\uff08null\u3067\u524a\u9664\uff09\u3002<\/li>\n\n\n\n<li><strong>JSON-RPC<\/strong>\uff1aJSON\u3067\u30ea\u30e2\u30fc\u30c8\u624b\u7d9a\u304d\u3092\u547c\u3076\u8efd\u91cf\u30d7\u30ed\u30c8\u30b3\u30eb\u3002<\/li>\n\n\n\n<li><strong>JSONP<\/strong>\uff1a\u6614\u306eCORS\u56de\u907f\u30cf\u30c3\u30af\u3002\u4eca\u306f\u539f\u5247\u4f7f\u308f\u306a\u3044\u3002<\/li>\n\n\n\n<li><strong>JWT<\/strong><strong>\uff08JSON Web Token\uff09<\/strong>\uff1aJSON\u3092<strong>\u7f72\u540d\u4ed8\u304d\u30c8\u30fc\u30af\u30f3<\/strong>\u306b\u3057\u305f\u3082\u306e\u3002\u8a8d\u8a3c\u3067\u5b9a\u756a\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u4f7f\u3044\u5206\u3051\u306e\u8d85\u8981\u70b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RAG<\/strong><strong>\u306eKB<\/strong>\uff1aPostgreSQL\u306a\u3089<strong>jsonb + pgvector<\/strong>\u304c\u738b\u9053\uff08\u691c\u7d22\u30fb\u66f4\u65b0\u30fb\u7d22\u5f15\u25ce\uff09\u3002<\/li>\n\n\n\n<li><strong>\u30ed\u30b0\/\u5927\u898f\u6a21\u53d6\u308a\u8fbc\u307f<\/strong>\uff1a<strong>NDJSON<\/strong>\u3067\u4fdd\u5b58\u2192\u5f8c\u6bb5\u306b\u53d6\u308a\u8fbc\u307f\u3002<\/li>\n\n\n\n<li><strong>\u8ee2\u9001\/\u4fdd\u5b58\u3092\u8efd\u304f<\/strong>\uff1a<strong>MessagePack\/CBOR<\/strong>\u3092\u691c\u8a0e\u3002<\/li>\n\n\n\n<li><strong>\u69cb\u9020\u4fdd\u8a3c<\/strong>\uff1a<strong>JSON Schema<\/strong>\u3067\u578b\u691c\u8a3c\u3001<strong>JSONPath\/Patch<\/strong>\u3067\u90e8\u5206\u66f4\u65b0\u30fb\u53c2\u7167\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u306e\u3078\u3093\u3067\u30a4\u30e1\u30fc\u30b8\u63b4\u3081\u305f\uff1f\u5fc5\u8981\u306a\u3089\u3001jsonb\u306e<strong>\u30c6\u30fc\u30d6\u30eb\u8a2d\u8a08\u3072\u306a\u5f62<\/strong>\u3092\u4f5c\u308b\u3088\uff08\u5217\u540d\u3060\u3051\u6307\u5b9a\u3057\u3066\u304f\u308c\u308c\u3070\u3059\u3050\u51fa\u3059\uff09\u3002<\/p>\n\n\n\n<p class=\"chat-eight\">Eight:<br>\u306a\u3093\u304b\u6b21\u3005\u30b8\u30a7\u30a4\u30bd\u30f3\u3055\u3093\u306e\u3054\u5bb6\u65cf\u3067\u3066\u304f\u308b\u3068\u304a\u3082\u3063\u305f\u3089\u3053\u3093\u306a\u306b\u3042\u3063\u305f\u3093\u3060\u3002<br>\u307e\u3060\u3044\u308b\u3067\u3057\u3087\uff1f\u3054\u5bb6\u65cf\u3002<\/p>\n\n\n\n<p>KITT:<br>\u3044\u308b\u3044\u308b\u3001\u30b8\u30a7\u30a4\u30bd\u30f3\u5927\u5bb6\u65cf\u306f\u6cbc\u3060\u3088(\u7b11)\u3000\u524d\u306b\u6319\u3052\u305f\u4ee5\u5916\u3067\u201c\u3088\u304f\u51fa\u4f1a\u3046\u89aa\u621a\u201d\u3092\u30b5\u30af\u30c3\u3068\u8ffd\u52a0\u3067\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>JSON-LD<\/strong>\uff1a\u30ea\u30f3\u30af\u53ef\u80fd\u306a\u30c7\u30fc\u30bf\u7528\u306e\u201c\u610f\u5473\u3065\u3051JSON\u201d\u3002\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff08SEO\/\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\uff09\u3067\u5b9a\u756a\u3002<\/li>\n\n\n\n<li><strong>GeoJSON<\/strong>\uff1a\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u306eJSON\u7248\u3002Point\/Polygon\u306a\u3069\u5730\u56f3\u7cfb\u306e\u6a19\u6e96\u3002<\/li>\n\n\n\n<li><strong>HAL<\/strong>\uff08Hypertext Application Language\uff09\uff1aREST\u306e\u30cf\u30a4\u30d1\u30fc\u30e1\u30c7\u30a3\u30a2\u8868\u73fe\u3002<code>_links<\/code>\u3067\u95a2\u9023\u30ea\u30bd\u30fc\u30b9\u3092\u793a\u3059\u3002<\/li>\n\n\n\n<li><strong>OData JSON<\/strong>\uff1aOData\u30d7\u30ed\u30c8\u30b3\u30eb\u306eJSON\u8868\u73fe\u3002\u30af\u30a8\u30ea\u53ef\u80fd\u306aREST\u3092\u4f5c\u308b\u6d41\u5100\u3002<\/li>\n\n\n\n<li><strong>OpenAPI (Swagger) JSON<\/strong>\uff1aHTTP API\u306e\u4ed5\u69d8\u66f8\u3092JSON\/YAML\u3067\u5b9a\u7fa9\u3002\u30c4\u30fc\u30eb\u9023\u643a\u304c\u5f37\u529b\u3002<\/li>\n\n\n\n<li><strong>AsyncAPI JSON<\/strong>\uff1a\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\uff08Kafka\/MQTT\u306a\u3069\uff09\u306eAPI\u4ed5\u69d8\u3092JSON\/YAML\u3067\u5b9a\u7fa9\u3002<\/li>\n\n\n\n<li><strong>CloudEvents JSON<\/strong>\uff1a\u30a4\u30d9\u30f3\u30c8\u901a\u77e5\u306e\u5171\u901a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3002<code>type<\/code>\/<code>source<\/code>\/<code>id<\/code>\u3092\u6a19\u6e96\u5316\u3002<\/li>\n\n\n\n<li><strong>JMESPath<\/strong>\uff1aJSON\u306e\u305f\u3081\u306e\u5f0f\u30d9\u30fc\u30b9\u201c\u691c\u7d22\u8a00\u8a9e\u201d\u3002\u30b5\u30fc\u30d0\u30ec\u30b9\/CLI\u754c\u9688\u3067\u4eba\u6c17\u3002<\/li>\n\n\n\n<li><strong>jq<\/strong>\uff1aJSON\u6574\u5f62\u30fb\u62bd\u51fa\u306e\u30b3\u30de\u30f3\u30c9\u3002\u958b\u767a\/\u904b\u7528\u3067\u306e\u201c\u4e07\u80fd\u30ca\u30a4\u30d5\u201d\u3002<\/li>\n\n\n\n<li><strong>JSON Stream\/Chunked JSON<\/strong>\uff1a\u5de8\u5927\u30ec\u30b9\u30dd\u30f3\u30b9\u3092\u5206\u5272\u3057\u3066\u9806\u6b21\u9001\u308b\u5b9f\u88c5\u30d1\u30bf\u30fc\u30f3\u3002<\/li>\n\n\n\n<li><strong>JSON Table Schema<\/strong>\uff1a\u8868\u30c7\u30fc\u30bf\u306e\u30b9\u30ad\u30fc\u30de\u3092JSON\u3067\u5b9a\u7fa9\u3002CSV\uff0bJSON\u9023\u643a\u306b\u4fbf\u5229\u3002<\/li>\n\n\n\n<li><strong>NDJSON over HTTP(SSE)<\/strong>\uff1aNDJSON\u3092Server-Sent Events\u3067\u30b9\u30c8\u30ea\u30fc\u30e0\u914d\u4fe1\u3059\u308b\u5b9f\u8df5\u6280\u3002<\/li>\n\n\n\n<li><strong>JSON Hyper-Schema<\/strong>\uff1aJSON Schema\u306b\u30ea\u30f3\u30af\/\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u306e\u62e1\u5f35\u3092\u8db3\u3057\u305f\u3082\u306e\u3002<\/li>\n\n\n\n<li><strong>FHIR JSON<\/strong>\uff1a\u533b\u7642\u30c7\u30fc\u30bf\u6a19\u6e96FHIR\u306eJSON\u8868\u73fe\u3002\u30d8\u30eb\u30b9\u30b1\u30a2\u9023\u643a\u3067\u591a\u7528\u3002<\/li>\n\n\n\n<li><strong>ActivityStreams 2.0 (JSON)<\/strong>\uff1a\u30bd\u30fc\u30b7\u30e3\u30eb\u306e\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u8a18\u8ff0\uff08Mastodon\u7b49\u304c\u63a1\u7528\uff09\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u756a\u5916\uff08\u201cJSON\u754c\u306e\u96a3\u4eba\u201d\uff09<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Avro \/ Parquet<\/strong>\uff1a\u5217\u6307\u5411\u30fb\u30b9\u30ad\u30fc\u30de\u4ed8\u304d\u306e\u30d0\u30a4\u30ca\u30ea\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u4fdd\u7ba1\u3067\u9244\u677f\uff08JSON\u3092\u53d6\u308a\u8fbc\u3080\u5148\u3068\u3057\u3066\u76f8\u6027\u25ce\uff09\u3002<\/li>\n\n\n\n<li><strong>Arrow<\/strong>\uff1a\u30e1\u30e2\u30ea\u4e0a\u306e\u5217\u6307\u5411\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3002JSON\u2192Arrow\u5909\u63db\u3067\u5206\u6790\u304c\u901f\u304f\u306a\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6c17\u306b\u306a\u308b\u89aa\u621a\u304c\u3044\u305f\u3089\u6df1\u6398\u308d\u3046\u3002\u4f7f\u3044\u6240\u304c\u308f\u304b\u308b\u3068RAG\u3084API\u8a2d\u8a08\u306e\u201c\u63a5\u7740\u5264\u201d\u304c\u4e00\u6c17\u306b\u8ce2\u304f\u306a\u308b\u3088\u3002<\/p>\n\n\n\n<p class=\"chat-eight\">Eight: <br>\u5927\u5bb6\u65cf\u3060\u306a\u3002\u307e\u308b\u3067\u3002XML\u306b\u3053\u3093\u306a\u5bb6\u65cf\u3044\u306a\u3044\u3088\u306d\uff1f<\/p>\n\n\n\n<p>KITT:<br>\u3042\u308b\u3042\u308b\u3001XML\u306f\u7acb\u6d3e\u306a\u201c\u5e1d\u56fd\u201d\u3060\u3088\u3002JSON\u304c\u82e5\u624b\u4e00\u5bb6\u306a\u3089\u3001XML\u306f\u8001\u8217\u8ca1\u95a5\u3063\u3066\u611f\u3058\u3002\u3056\u3063\u3068\u4e3b\u306a\u201c\u89aa\u65cf\u201d\u3092\u30c1\u30e9\u898b\u305b\ud83d\udc47<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b3\u30a2\u8a00\u8a9e\uff06\u30af\u30a8\u30ea\u4e00\u65cf<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>XML 1.0\/1.1<\/strong>\uff1a\u672c\u4f53\u3002<\/li>\n\n\n\n<li><strong>DTD \/ XSD (XML Schema) \/ RELAX NG<\/strong>\uff1a\u30b9\u30ad\u30fc\u30de\u306e\u4e09\u9283\u58eb\u3002<\/li>\n\n\n\n<li><strong>XPath \/ XQuery \/ XSLT<\/strong>\uff1a\u691c\u7d22\u30fb\u62bd\u51fa\u30fb\u5909\u63db\u306e\u4e09\u7a2e\u306e\u795e\u5668\uff08XSL-FO\u3067PDF\u7cfb\u30ec\u30a4\u30a2\u30a6\u30c8\u3082\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30ea\u30f3\u30af\u30fb\u53c2\u7167\u30fb\u51e6\u7406<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>XLink \/ XPointer<\/strong>\uff1a\u30cf\u30a4\u30d1\u30fc\u30ea\u30f3\u30af\u3068\u65ad\u7247\u53c2\u7167\u3002<\/li>\n\n\n\n<li><strong>XML Namespaces<\/strong>\uff1a\u540d\u524d\u885d\u7a81\u56de\u907f\u306e\u571f\u53f0\u3002<\/li>\n\n\n\n<li><strong>XInclude \/ XProc<\/strong>\uff1a\u6587\u66f8\u5408\u6210\u30fb\u51e6\u7406\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u7f72\u540d<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>XML Signature \/ XML Encryption \/ Canonical XML (C14N)<\/strong>\uff1a\u6539\u3056\u3093\u691c\u51fa\u30fb\u6697\u53f7\u5316\u30fb\u6b63\u898f\u5316\u3002<\/li>\n\n\n\n<li><strong>SAML<\/strong>\uff1aSSO\u754c\u9688\u3067\u307e\u3060\u73fe\u5f79\uff08XML\u30d9\u30fc\u30b9\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Web\u30b5\u30fc\u30d3\u30b9\u5e1d\u56fd\uff08WS-*\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>SOAP \/ WSDL \/ UDDI<\/strong>\uff1aSOA\u306e\u738b\u9053\u8def\u7dda\u3002<\/li>\n\n\n\n<li><strong>WS-Security \/ WS-Addressing \/ WS-ReliableMessaging<\/strong>\uff1a\u8981\u4ef6\u30ac\u30c1\u30ac\u30c1\u7cfb\u306e\u62e1\u5f35\u7fa4\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c9\u30e1\u30a4\u30f3\u7279\u5316\u201c\u65b9\u8a00\u201d<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>XBRL<\/strong>\uff08\u8ca1\u52d9\u958b\u793a\uff09\u3001<strong>NIEM<\/strong>\uff08\u653f\u5e9c\u9593\u30c7\u30fc\u30bf\uff09\u3001<strong>HL7 v3\/CDA<\/strong>\uff08\u533b\u7642\uff09\u3001<strong>TEI\/DocBook<\/strong>\uff08\u51fa\u7248\uff09<\/li>\n\n\n\n<li><strong>UBL \/ ebXML<\/strong>\uff08\u5546\u53d6\u5f15\uff09\u3001<strong>FIXML<\/strong>\uff08\u91d1\u878d\uff09\u3001<strong>KML\/GML\/CityGML\/GPX<\/strong>\uff08\u5730\u7406\uff09<\/li>\n\n\n\n<li><strong>RDF\/XML<\/strong>\uff08\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30afWeb\u7cfb\uff09<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u201cXML\u3060\u3051\u3067\u4e16\u754c\u304c\u56de\u308b\u201d\u7cfb\u30d5\u30a9\u30fc\u30de\u30c3\u30c8<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>SVG \/ MathML<\/strong>\uff1a\u30d9\u30af\u30bf\u753b\u50cf\u30fb\u6570\u5f0f\u3002<\/li>\n\n\n\n<li><strong>ODF \/ OOXML<\/strong>\uff1a\u30aa\u30d5\u30a3\u30b9\u6587\u66f8\uff08.odt\/.docx\/.xlsx\uff09\u3002<\/li>\n\n\n\n<li><strong>BPMN \/ Collada<\/strong>\uff1a\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u30fb3D\u8cc7\u7523\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u30d5\u30a3\u30fc\u30c9\u30fbAPI\u306e\u53e4\u8c6a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>RSS \/ Atom \/ AtomPub<\/strong>\uff1a\u914d\u4fe1\uff06\u30a8\u30f3\u30c8\u30ea\u7de8\u96c6\u306e\u5148\u99c6\u3051\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">JSON\u3068\u306e\u201c\u5bfe\u5fdc\u30de\u30c3\u30d7\u201d\u3056\u3063\u304f\u308a<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>JSON Schema \u2248 <strong>XSD\/RELAX NG<\/strong><\/li>\n\n\n\n<li>JSONPath \u2248 <strong>XPath<\/strong><\/li>\n\n\n\n<li>jq \u2248 <strong>XQuery\/XSLT<\/strong><strong>\uff08\u5909\u63db\u7cfb\uff09<\/strong><\/li>\n\n\n\n<li>JWT \u2248 <strong>XML Signature<\/strong><strong>\uff0bSAML\u7684\u30c8\u30fc\u30af\u30f3<\/strong><\/li>\n\n\n\n<li>OpenAPI(YAML\/JSON)\u306e\u524d\u4e16\u4ee3 \u2248 <strong>WSDL<\/strong><strong>\uff0bSOAP<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u7d50\u8ad6\uff1aXML\u3082\u201c\u5bb6\u7cfb\u56f3\u30c9\u30c7\u30ab\u3044\u201d\u3002\u4eca\u306f\u201c\u8efd\u3055\u201d\u3067JSON\u304c\u4e3b\u6d41\u3060\u3051\u3069\u3001<strong>\u30b9\u30ad\u30fc\u30de\u53b3\u683c\u30fb\u7f72\u540d\u30fb\u9577\u5bff\u547d\u30a2\u30fc\u30ab\u30a4\u30d6\u30fb\u898f\u5236\u696d\u754c<\/strong>\u3067\u306fXML\u306e\u7259\u57ce\u306f\u307e\u3060\u5f37\u3044\u3002<br>Eight\u306eRAG\u6587\u66f8\u30b9\u30c8\u30a2\u306fJSON\u7cfb\u304c\u8efd\u5feb\u3060\u3051\u3069\u3001<strong>\u63d0\u51fa\u7528\u30fb\u76e3\u67fb\u7528<\/strong>\u306bXBRL\u3084CDA\u307f\u305f\u3044\u306aXML\u65b9\u8a00\u306b\u201c\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3067\u304d\u308b\u201d\u8a2d\u8a08\u306b\u3057\u3068\u304f\u3068\u3001\u5f8c\u3005\u30e9\u30af\u3060\u3088\u3002<\/p>\n\n\n\n<p class=\"chat-eight\">Eight:<br>\u6587\u6cd5\u304c\u9055\u3046\u3063\u3066\u3044\u3046\u306e\u3082\u3042\u308b\u306e\u304b\u3082\u3060\u3051\u3069\u3001<br>XML\u306f\u30bf\u30b0\u306e\u5f62\u5f0f\u3054\u3068\u306b\u6d3e\u751f\u3057\u3066\u3066\u3001json\u306f\u305d\u308c\u3092\u6587\u6cd5\u307e\u3067\u843d\u3068\u3057\u305f\u3063\u3066\u5370\u8c61\u3092\u3046\u3051\u308b\u3051\u3069\u3001\u7406\u89e3\u3042\u3063\u3066\u308b\uff1f<\/p>\n\n\n\n<p>KITT:<br>\u3044\u3044\u52d8\u3057\u3066\u308b\u3002\u307b\u307c\u5408\u3063\u3066\u308b\u3088\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>XML<\/strong>\u306f\u201c\u6c4e\u7528\u30de\u30fc\u30af\u30a2\u30c3\u30d7\u306e\u5668\u201d\u3002\u6587\u6cd5\uff08\u8981\u7d20\/\u5c5e\u6027\/\u540d\u524d\u7a7a\u9593\uff09\u306f\u56fa\u5b9a\u3060\u3051\u3069\u3001<strong>\u8a9e\u5f59\uff08\u30bf\u30b0\u4f53\u7cfb\uff09\u3092\u7121\u9650\u306b\u5897\u3084\u3057\u3066\u3044\u3051\u308b<\/strong>\u3002XBRL\u3084SVG\u307f\u305f\u3044\u306a\u201c\u6d3e\u751f\u201d\u306f\u3001\u5b9f\u969b\u306f**\u5225\u306e\u8a9e\u5f59\uff08\u30dc\u30ad\u30e3\u30d6\u30e9\u30ea\uff09**\u3092\u5b9a\u7fa9\u3057\u3066\u308b\u611f\u3058\u3002\u3060\u304b\u3089\u62e1\u5f35\u306f\u300c\u65b0\u3057\u3044\u30bf\u30b0\u540d\u3084\u5c5e\u6027\u3092\u8ffd\u52a0\uff0bXSD\/RELAX NG\u3067\u53b3\u5bc6\u5316\uff0b\u540d\u524d\u7a7a\u9593\u3067\u885d\u7a81\u56de\u907f\u300d\u3068\u3044\u3046\u6d41\u5100\u3002<\/li>\n\n\n\n<li><strong>JSON<\/strong>\u306f\u6587\u6cd5\u304c**\u6975\u5c0f\uff08\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\/\u914d\u5217\/\u6570\u5024\/\u6587\u5b57\u5217\uff09<strong>\u3067\u3001\u30bf\u30b0\u3068\u3044\u3046\u6982\u5ff5\u304c\u306a\u3044\u3002\u305d\u306e\u4ee3\u308f\u308a\u3001\u610f\u5473\u3065\u3051\u306f<\/strong>\u30ad\u30fc\u540d\u3068\u30b9\u30ad\u30fc\u30de\uff08JSON Schema\u7b49\uff09<strong>\u306b\u5bc4\u305b\u308b\u3002\u6d3e\u751f\u3084\u62e1\u5f35\u306f\u6587\u6cd5\u3092\u3044\u3058\u3089\u305a\u3001<\/strong>\u201c\u7d04\u675f\u4e8b\uff08convention\uff09\u3084\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u201d**\u3067\u4f5c\u308b\uff08\u4f8b\uff1aHAL\u3001JSON-LD\u3001OpenAPI\u306e\u30b9\u30ad\u30fc\u30de\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3082\u3046\u5c11\u3057\u565b\u3080\u3068\u2015\u2015<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>XML\u306f<strong>\u8868\u73fe\u529b\u304c\u9ad8\u304f<\/strong>\uff08\u5c5e\u6027\/\u8981\u7d20\u3001\u9806\u5e8f\u3001\u6df7\u5728\u5185\u5bb9\u3001ID\/\u53c2\u7167\u3001\u540d\u524d\u7a7a\u9593\uff09\u3001<strong>\u53b3\u683c\u691c\u8a3c\u3084\u7f72\u540d\/\u6697\u53f7\u5316<\/strong>\u3068\u7d50\u3073\u3064\u304d\u3084\u3059\u3044\u3002\u696d\u754c\u898f\u683c\u306b\u5411\u304f\u3002<\/li>\n\n\n\n<li>JSON\u306f<strong>\u8efd\u3055\u3068\u5b9f\u88c5\u5bb9\u6613\u6027<\/strong>\u304c\u6b66\u5668\u3002<strong>\u30b9\u30ad\u30fc\u30de\u306f\u5f8c\u4ed8\u3051<\/strong>\u3067\u3082\u56de\u308b\u306e\u3067\u3001\u30a2\u30d7\u30ea\/\u30d5\u30ed\u30f3\u30c8\u306e\u9032\u5316\u306b\u8ffd\u5f93\u3055\u305b\u3084\u3059\u3044\u3002<\/li>\n\n\n\n<li>\u7d50\u679c\u3068\u3057\u3066\u3001XML\u306f<strong>\u8a9e\u5f59\u306e\u8a2d\u8a08\u304c\u4e2d\u5fc3<\/strong>\uff08\u201c\u30bf\u30b0\u5e1d\u56fd\u201d\u3092\u7bc9\u304f\uff09\u3001JSON\u306f<strong>\u30b9\u30ad\u30fc\u30de\u3068\u904b\u7528\u306e\u8a2d\u8a08\u304c\u4e2d\u5fc3<\/strong>\uff08\u201c\u7d04\u675f\u3067\u675f\u306d\u308b\u201d\uff09\u3002<\/li>\n\n\n\n<li>\u3069\u3061\u3089\u3082\u201c\u610f\u5473\u201d\u306f\u5916\u5074\u3067\u5b9a\u7fa9\u3059\u308b\u3051\u3069\u3001<strong>XML<\/strong><strong>\u306f\u8a9e\u5f59\uff0b\u30b9\u30ad\u30fc\u30de\u4e00\u4f53\u904b\u7528<\/strong>\u3001<strong>JSON<\/strong><strong>\u306f\u6700\u5c0f\u6587\u6cd5\uff0b\u30b9\u30ad\u30fc\u30de\/\u898f\u7d04\u5206\u96e2<\/strong>\u306e\u8272\u304c\u6fc3\u3044\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u7dcf\u62ec\uff1a**\u300cXML\u306f\u8a9e\u5f59\u3067\u6d3e\u751f\u3001JSON\u306f\u6587\u6cd5\u306f\u56fa\u5b9a\u3067\u898f\u7d04\/\u30b9\u30ad\u30fc\u30de\u306b\u843d\u3068\u3059\u300d**\u3068\u3044\u3046\u7406\u89e3\u3067OK\u3002\u7528\u9014\u6b21\u7b2c\u3067\u4f7f\u3044\u5206\u3051\u3001\u304c\u73fe\u5b9f\u89e3\u3060\u306d\u3002<\/p>\n\n\n\n<p class=\"chat-eight\">Eight:<br>\u540c\u3058\u4e16\u754c\u3058\u3083\u7565\u8a9e\u4f5c\u3063\u305f\u65b9\u304c\u30b3\u30df\u30e5\u306f\u3084\u3044\u3082\u3093\u306d\u3002<br>\u305d\u3046\u3044\u3046\u7406\u5c48\u3060\u306a\uff1f<\/p>\n\n\n\n<p>KITT:<br>\u307e\u3055\u306b\u305d\u308c\u3002<br>\u540c\u3058\u4e16\u754c\u89b3\u306e\u4e2d\u3067\u306f\u3001**\u6587\u6cd5\u3092\u56fa\u5b9a\u2192\u201c\u7565\u8a9e\uff08\u30b9\u30ad\u30fc\u30de\/\u898f\u7d04\uff09\u3067\u610f\u601d\u758e\u901a\u3092\u6700\u77ed\u5316\u201d**\u304c\u5f37\u3044\u3002JSON\u9663\u55b6\u306f\u3053\u3053\u304c\u4e0a\u624b\u304f\u3066\u3001OpenAPI\/JSON Schema\/JSON-LD\u2026\u3068\u201c\u5171\u901a\u306e\u7565\u8a9e\u201d\u3092\u7a4d\u307f\u4e0a\u3052\u305f\u304b\u3089\u3001\u5b9f\u88c5\u901f\u5ea6\u304c\u7206\u4e0a\u304c\u308a\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u9006\u306bXML\u306f<strong>\u8a9e\u5f59\uff08\u30bf\u30b0\uff09\u3092\u80b2\u3066\u308b\u6587\u5316<\/strong>\u3060\u304b\u3089\u3001\u5408\u610f\u5f62\u6210\u304c\u539a\u304f\u3066\u5805\u7262\u3002\u305d\u306e\u3076\u3093\u7acb\u3061\u4e0a\u304c\u308a\u306f\u91cd\u3044\u3051\u3069\u3001\u91d1\u878d\u30fb\u533b\u7642\u30fb\u653f\u5e9c\u306e<strong>\u9577\u5bff\u547d\uff06\u53b3\u683c<\/strong>\u6848\u4ef6\u3067\u306f\u4eca\u3082\u738b\u9053\u3002<\/p>\n\n\n\n<p>\u8981\u306f\u3001<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u901f\u3055\u30fb\u67d4\u8edf\u6027\u91cd\u8996<\/strong> \u2192 JSON\uff0b\u201c\u7565\u8a9e\uff08\u898f\u7d04\uff09\u201d<\/li>\n\n\n\n<li><strong>\u53b3\u683c\u30fb\u9577\u671f\u4fdd\u5b58\u30fb\u7f72\u540d<\/strong> \u2192 XML\uff0b\u201c\u8a9e\u5f59\uff08\u30bf\u30b0\u4f53\u7cfb\uff09\u201d<\/li>\n<\/ul>\n\n\n\n<p>Eight\u306eRAG\u3084\u30d7\u30ed\u30c8\u30bf\u30a4\u30d4\u30f3\u30b0\u306f\u524d\u8005\u3001\u76e3\u67fb\u30fb\u63d0\u51fa\u7269\u306f\u5f8c\u8005\u2026\u307f\u305f\u3044\u306b<strong>\u4f7f\u3044\u5206\u3051\u306e\u4e8c\u5200\u6d41<\/strong>\u304c\u73fe\u5b9f\u7684\u3060\u306d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML-1024x683.png\" alt=\"\u73fe\u5834\u4e3b\u7fa9\u306eJSON\u4e00\u5bb6\u3068\u4e16\u754c\u3092\u80a1\u306b\u304b\u3051\u308bXML\u5e1d\u56fd\" class=\"wp-image-1220\" srcset=\"https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML-1024x683.png 1024w, https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML-300x200.png 300w, https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML-768x512.png 768w, https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML-1200x800.png 1200w, https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML.png 1536w\" sizes=\"auto, (max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px\" \/><figcaption class=\"wp-element-caption\">\u73fe\u5834\u4e3b\u7fa9\u306eJSON\u4e00\u5bb6\u3068\u4e16\u754c\u3092\u80a1\u306b\u304b\u3051\u308bXML\u5e1d\u56fd<\/figcaption><\/figure>\n\n\n\n<p class=\"chat-eight\"><br>Eight:<br>\u4e16\u754c\u5171\u901a\u8a00\u8a9e\u3068\u3057\u3066\u901a\u3058\u3084\u3059\u3044\u306e\u306fXML\u3063\u3066\u308f\u3051\u306d\u3002<br>\u56fd\u969b\u6761\u7d04\u30ec\u30d9\u30eb\u3002<br>\u307e\u3042\u30cd\u30c3\u30c8\u30fb\uff21\uff29\u306e\u6642\u4ee3\u3060\u304b\u3089\u65b9\u8a00\u3060\u3063\u3066\u901a\u3058\u3061\u3083\u3046\u3093\u3060\u308d\u3046\u3051\u3069\u3002<\/p>\n\n\n\n<p>KITT:<br>\u3046\u3093\u3001\u305d\u306e\u6bd4\u55a9\u307b\u307c\u5f53\u305f\u3063\u3066\u308b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>XML<\/strong><strong>\uff1d\u516c\u7528\u8a9e\uff08\u6761\u7d04\u6587\uff09<\/strong><br>\u5408\u610f\u5f62\u6210\u3068\u691c\u8a3c\u304c\u547d\u306e\u4e16\u754c\u3002XSD\/RELAX NG\u3067\u53b3\u5bc6\u306b\u578b\u3092\u6c7a\u3081\u3001\u7f72\u540d\uff08XML Sig\uff09\u3001\u6697\u53f7\u5316\u3001\u9577\u671f\u4fdd\u5b58\uff08C14N\uff09\u307e\u3067\u63c3\u3046\u3002\u3060\u304b\u3089**XBRL\uff08\u8ca1\u52d9\uff09\/HL7\u30fbCDA\uff08\u533b\u7642\uff09\/UBL\u30fbebXML\uff08\u5546\u53d6\u5f15\uff09\/SAML\uff08\u8a8d\u8a3c\uff09**\u307f\u305f\u3044\u306a\u201c\u56fd\u969b\u6761\u7d04\u7d1a\u201d\u3067\u63a1\u7528\u3055\u308c\u7d9a\u3051\u3066\u308b\u3002<\/li>\n\n\n\n<li><strong>JSON<\/strong><strong>\uff1d\u5171\u901a\u8a9e\uff08\u696d\u754c\u306e\u30ea\u30f3\u30ac\u30d5\u30e9\u30f3\u30ab\uff09<\/strong><br>\u6587\u6cd5\u306f\u6700\u5c0f\u3001<strong>OpenAPI\/JSON Schema\/JSON-LD<\/strong>\u307f\u305f\u3044\u306a\u201c\u7565\u8a9e\uff08\u898f\u7d04\uff09\u201d\u3067\u901a\u3058\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u304f\u6587\u5316\u3002Web\/\u30e2\u30d0\u30a4\u30eb\/AI\u57fa\u76e4\u3067\u306f<strong>\u8efd\u3055\u3068\u5b9f\u88c5\u901f\u5ea6<\/strong>\u304c\u6b63\u7fa9\u3060\u304b\u3089\u3001\u4eca\u306f\u3053\u3063\u3061\u304c\u4e3b\u6d41\u3002<\/li>\n\n\n\n<li><strong>AI<\/strong><strong>\u6642\u4ee3\u306e\u5b9f\u52d9<\/strong><br>RAG\u3084\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u306e\u5185\u90e8\u306f<strong>JSON<\/strong><strong>\uff0b\uff08\u3068\u304d\u3069\u304dMessagePack\/Protobuf\uff09\u3067\u7206\u901f\u306b\u56de\u3059\u3002<br>\u76e3\u67fb\u30fb\u898f\u5236\u30fb\u76f8\u4e92\u904b\u7528\u306e\u5916\u5411\u3051\u306fXML\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8<\/strong>\u3057\u3066\u201c\u6761\u7d04\u6587\u201d\u306b\u6574\u3048\u308b\u2015\u2015\u3053\u306e\u4e8c\u5200\u6d41\u304c\u73fe\u5b9f\u7684\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8981\u306f\u3001<strong>\u5408\u610f\u306e\u91cd\u3055\uff1dXML\u3001\u958b\u767a\u306e\u901f\u3055\uff1dJSON<\/strong>\u3002<br>Eight\u306e\u6848\u4ef6\u306a\u3089\u3001\u5185\u5074\u3092JSON\u3067\u56de\u3057\u3064\u3064\u3001\u5916\u3078\u306e\u63d0\u51fa\u3084\u30a2\u30fc\u30ab\u30a4\u30d6\u306fXML\u5bfe\u5fdc\u306b\u3057\u3066\u304a\u304f\u306e\u304c\u5b89\u5fc3\u3060\u306d\u3002<\/p>\n\n\n\n<p class=\"chat-eight\">Eight:<br>\u7406\u89e3\u3057\u305f\u3002Zine\u306b\u3057\u3068\u3053\u3002<\/p>\n\n\n\n<p>KITT:<br>\u3044\u3044\u306d\u3001ZINE\u5316\u3044\u3053\u3046\u3002\u4e0b\u66f8\u304d\u7f6e\u3044\u3068\u304f\u306d\uff08\u305d\u306e\u307e\u307e\u8cbc\u308c\u308b\u4f53\u88c1\uff09\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u30bf\u30a4\u30c8\u30eb\u5019\u88dc<\/h1>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u300cJSON\u306e\u7565\u8a9e\u3068XML\u306e\u6761\u7d04\u300d\u2014 RAG\u6642\u4ee3\u306e\u4e8c\u5200\u6d41\u8a2d\u8a08<\/strong><\/li>\n\n\n\n<li><strong>\u30d9\u30af\u30c8\u30eb\u5316\u3063\u3066\u4f55\uff1fZINE\u3092\u201c\u81ea\u5206\u306eKB\u201d\u306b\u3059\u308b\u8a71<\/strong><\/li>\n\n\n\n<li><strong>JSON vs XML<\/strong><strong>\uff1aAI\u904b\u7528\u306f\u5171\u901a\u8a9e\u3001\u63d0\u51fa\u306f\u516c\u7528\u8a9e<\/strong><\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u30b9\u30e9\u30c3\u30b0\u6848<\/h2>\n\n\n\n<p><code>\/rag-json-xml-two-swords<\/code><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">TL;DR<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>RAG\u306e\u300c\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u4fdd\u5b58\u300d\u306f\u3001<strong>\u30c6\u30ad\u30b9\u30c8\u2192\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb\uff0b\u30e1\u30bf<\/strong>\u3092\u7d10\u4ed8\u3051\u3066\u691c\u7d22\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30b9\u30c8\u30a2\u306f\u307e\u305a <strong>PostgreSQL + pgvector<\/strong> \u304c\u73fe\u5b9f\u89e3\u3002\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5c02\u7528\u30d9\u30af\u30bfDB\u3078\u3002<\/li>\n\n\n\n<li>\u6587\u5316\u8ad6\uff1a<strong>JSON<\/strong><strong>\uff1d\u5171\u901a\u8a9e\uff08\u7565\u8a9e\u3067\u901f\u304f\u56de\u3059\uff09\uff0fXML\uff1d\u516c\u7528\u8a9e\uff08\u6761\u7d04\u30ec\u30d9\u30eb\u306e\u53b3\u683c\u3055\uff09<\/strong>\u3002<\/li>\n\n\n\n<li>\u5b9f\u52d9\u306f<strong>\u5185\u90e8JSON\u3001\u5916\u90e8XML<\/strong>\u306e\u4e8c\u5200\u6d41\u304c\u30e9\u30af\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u306f\u3058\u3081\u306b<\/h2>\n\n\n\n<p>\u300c\u793e\u5185\u8cc7\u6599\u3092\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u4fdd\u5b58\u300d\u3068\u805e\u304f\u3051\u3069\u3001\u30a4\u30e1\u30fc\u30b8\u304c\u6e67\u304d\u306b\u304f\u3044\u3002\u3053\u306e\u8a18\u4e8b\u306f\u3001\u50d5\u306eZINE\u3092\u4f8b\u306b**\u201c\u81ea\u5206\u306e\u77e5\u8b58\u30d9\u30fc\u30b9\uff08KB\uff09\u3092RAG\u3067\u56de\u3059\u201d**\u3068\u304d\u306e\u6700\u5c0f\u8a2d\u8a08\u3068\u3001<strong>JSON<\/strong><strong>\u3068XML\u306e\u4f4f\u307f\u5206\u3051<\/strong>\u3092\u6574\u7406\u3057\u305f\u30e1\u30e2\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">RAG\u3067\u300c\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u4fdd\u5b58\u300d\u3068\u306f<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u57cb\u3081\u8fbc\u307f\uff08embedding\uff09<\/strong>\uff1a\u6587\u7ae0\u3092\u591a\u6b21\u5143\u30d9\u30af\u30c8\u30eb\uff08\u4f8b\uff1a1536\u6b21\u5143\u306e\u5c0f\u6570\u914d\u5217\uff09\u306b\u5909\u63db\u3002<\/li>\n\n\n\n<li><strong>\u30c1\u30e3\u30f3\u30af<\/strong>\uff1a\u8a18\u4e8b\u3092\u6bb5\u843d\/\u898b\u51fa\u3057\u5358\u4f4d\u306b\u5206\u5272\u3057\u3066\u3001<code>text + metadata + embedding<\/code> \u30921\u30bb\u30c3\u30c8\u306b\u3002<\/li>\n\n\n\n<li><strong>\u691c\u7d22<\/strong>\uff1a\u8cea\u554f\u3082\u30d9\u30af\u30c8\u30eb\u5316\u3057\u3066\u3001\u8fd1\u3044\u30c1\u30e3\u30f3\u30af\u3092\u9ad8\u901f\u306b\u5f15\u304d\u5f53\u3066\u308b\uff08\u30b3\u30b5\u30a4\u30f3\u985e\u4f3c\u306a\u3069\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6700\u5c0f\u306e\u6301\u3061\u7269\u306f\u3053\u306e3\u3064\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u539f\u6587\u30c6\u30ad\u30b9\u30c8\uff08\u30c1\u30e3\u30f3\u30af\uff09<\/li>\n\n\n\n<li>\u30e1\u30bf\u60c5\u5831\uff08URL, \u30bf\u30a4\u30c8\u30eb, \u65e5\u4ed8, \u30bb\u30af\u30b7\u30e7\u30f3, \u30bf\u30b0\u2026\uff09<\/li>\n\n\n\n<li>\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u3069\u3053\u306b\u4fdd\u7ba1\u3059\u308b\uff1f<\/h2>\n\n\n\n<p><strong>\u4e38\u3054\u3068\u30d0\u30a4\u30ca\u30ea1\u584a<\/strong>\u306f\u691c\u7d22\u30fb\u66f4\u65b0\u304c\u53b3\u3057\u3044\u3002\u5b9a\u77f3\u306f\u300c<strong>\u30c6\u30ad\u30b9\u30c8\/\u30e1\u30bf\/\u30d9\u30af\u30c8\u30eb\u3092\u5206\u3051\u3066<\/strong>\u6301\u3064\u300d\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PostgreSQL + pgvector<\/strong><strong>\uff08\u63a8\u3057\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li>1\u30c6\u30fc\u30d6\u30eb\u3067 <code>embedding VECTOR<\/code> \u3068 <code>metadata JSONB<\/code> \u3092\u6301\u3066\u308b\u3002<\/li>\n\n\n\n<li>\u8fd1\u508d\u63a2\u7d22\u3068\u5c5e\u6027\u30d5\u30a3\u30eb\u30bf\u3092DB\u5185\u3067\u5b8c\u7d50\u3002\u6570\u4e07\u301c\u6570\u767e\u4e07\u30c1\u30e3\u30f3\u30af\u3067\u5b9f\u7528\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5c02\u7528\u30d9\u30af\u30bfDB\uff08Pinecone\/Weaviate\/Milvus\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u30b9\u30b1\u30fc\u30eb\/\u9045\u5ef6\u306b\u5f37\u3044\u3002\u539f\u6587\u306f\u5225\u30b9\u30c8\u30a2\uff08S3\u7b49\uff09\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u904b\u7528\u304c\u591a\u3044\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>FAISS + SQLite\/Parquet<\/strong><strong>\uff08\u8efd\u91cf\uff09<\/strong>\n<ul class=\"wp-block-list\">\n<li>PoC\u5411\u3051\u3002\u904b\u7528\u306f\u30b9\u30af\u30ea\u30d7\u30c8\u5bc4\u308a\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>\u5bb9\u91cf\u611f\uff1a1536\u6b21\u5143\u00d7float32\u2248<strong>6KB\/<\/strong><strong>\u30c1\u30e3\u30f3\u30af<\/strong>\u30021\u8a18\u4e8b10\u30c1\u30e3\u30f3\u30af\u00d71,000\u8a18\u4e8b\u3067\u3082\u57cb\u3081\u8fbc\u307f\u306f\u7d0460MB\u3068\u73fe\u5b9f\u7684\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">JSON\u306e\u201c\u7565\u8a9e\u6587\u5316\u201d\u3068\u4f7f\u3044\u5206\u3051<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>JSON<\/strong>\u306f\u6700\u5c0f\u6587\u6cd5\uff08\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\/\u914d\u5217\/\u6570\u5024\/\u6587\u5b57\u5217\uff09\u3002\u610f\u5473\u3065\u3051\u306f<strong>\u30ad\u30fc\u540d\uff0b\u30b9\u30ad\u30fc\u30de\uff08JSON Schema\u7b49\uff09<\/strong>\u3002<\/li>\n\n\n\n<li>\u8fd1\u6240\u306e\u89aa\u621a\uff1a<strong>jsonb<\/strong><strong>\uff08PostgreSQL\u306e\u30d0\u30a4\u30ca\u30eaJSON\uff09\uff0fNDJSON\uff0fMessagePack\uff0fJSON-LD\uff0fOpenAPI<\/strong>\u2026\u3002<\/li>\n\n\n\n<li>\u9577\u6240\uff1a\u8efd\u3044\u30fb\u5b9f\u88c5\u304c\u65e9\u3044\u30fb\u9032\u5316\u306b\u8ffd\u5f93\u3057\u3084\u3059\u3044\u3002<strong>RAG<\/strong><strong>\u306e\u5185\u90e8\u8868\u73fe\u306b\u5411\u304f\u3002<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">XML\u201c\u5e1d\u56fd\u201d\u3068\u6761\u7d04\u30e1\u30f3\u30bf\u30eb<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>XML<\/strong>\u306f\u8a9e\u5f59\uff08\u30bf\u30b0\u4f53\u7cfb\uff09\u3092\u80b2\u3066\u308b\u6587\u5316\u3002<strong>XSD\/RELAX NG<\/strong>\u3067\u53b3\u683c\u306b\u578b\u3092\u6c7a\u3081\u3001<strong>\u7f72\u540d\/\u6697\u53f7\u5316\/\u6b63\u898f\u5316<\/strong>\u307e\u3067\u63c3\u3046\u3002<\/li>\n\n\n\n<li>\u63a1\u7528\u9818\u57df\uff1a**XBRL\uff08\u8ca1\u52d9\uff09\/HL7\u30fbCDA\uff08\u533b\u7642\uff09\/SAML\uff08\u8a8d\u8a3c\uff09\/UBL\u30fbebXML\uff08\u5546\u53d6\u5f15\uff09**\u306a\u3069\u201c\u56fd\u969b\u6761\u7d04\u7d1a\u201d\u3002<\/li>\n\n\n\n<li>\u9577\u6240\uff1a<strong>\u5408\u610f\u5f62\u6210\u3068\u691c\u8a3c<\/strong>\u306b\u5f37\u304f\u3001\u9577\u5bff\u547d\u30fb\u898f\u5236\u6848\u4ef6\u306b\u5411\u304f\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u5b9f\u52d9\u306e\u4e8c\u5200\u6d41\u30d1\u30bf\u30fc\u30f3<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5185\u5074\uff08\u904b\u7528\u30fb\u691c\u7d22\uff09<\/strong>\uff1aJSON\uff0bjsonb\uff0bpgvector\u3067<strong>\u901f\u304f\u56de\u3059<\/strong>\u3002<\/li>\n\n\n\n<li><strong>\u5916\u5074\uff08\u76e3\u67fb\u30fb\u63d0\u51fa\uff09<\/strong>\uff1a\u5fc5\u8981\u306a\u3089XML\u7cfb\uff08XBRL\/CDA\/UBL\u306a\u3069\uff09\u3078<strong>\u30a8\u30af\u30b9\u30dd\u30fc\u30c8<\/strong>\u3002<\/li>\n\n\n\n<li>RAG\u306e\u66f4\u65b0\u306f\u3001**WordPress REST\u306e <code>id + modified<\/code>**\u3067\u5dee\u5206\u53d6\u308a\u8fbc\u307f\u2192<strong>\u30c1\u30e3\u30f3\u30af\u306eSHA<\/strong>\u3067\u518d\u57cb\u3081\u8fbc\u307f\u8981\u5426\u3092\u5224\u5b9a\u2192<strong>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u518d\u69cb\u7bc9<\/strong>\u306f\u30d0\u30c3\u30c1\u3067\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ZINE\u306f\u305d\u306e\u307e\u307e<strong>\u81ea\u5206\u5c02\u7528KB<\/strong>\u306b\u3067\u304d\u308b\u3002<\/li>\n\n\n\n<li>\u30d9\u30af\u30c8\u30eb\u5316\u306f<strong>\u6570\u5024\u5316\u3057\u3066\u691c\u7d22\u3057\u3084\u3059\u304f\u3059\u308b\u305f\u3081<\/strong>\u3002\u4fdd\u5b58\u306f<strong>\u691c\u7d22\u53ef\u80fd\u306a\u5f62<\/strong>\u3067\u3002<\/li>\n\n\n\n<li><strong>JSON<\/strong><strong>\uff1d\u5171\u901a\u8a9e\u3067\u901f\u3055\u3001XML\uff1d\u516c\u7528\u8a9e\u3067\u53b3\u683c\u3055<\/strong>\u3002AI\u6642\u4ee3\u306f\u3053\u306e\u4e8c\u5200\u6d41\u304c\u30cf\u30de\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u7528\u8a9e\u30df\u30cb\u8f9e\u5178\uff08\u8d85\u3056\u3063\u304f\u308a\uff09<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Embedding<\/strong>\uff1a\u6587\u7ae0\u306e\u610f\u5473\u3092\u6570\u5024\u30d9\u30af\u30c8\u30eb\u306b\u5199\u50cf\u3057\u305f\u3082\u306e\u3002<\/li>\n\n\n\n<li><strong>pgvector<\/strong>\uff1aPostgreSQL\u306e\u30d9\u30af\u30c8\u30eb\u578b\u62e1\u5f35\u3002\u8fd1\u508d\u63a2\u7d22\u304c\u9ad8\u901f\u3002<\/li>\n\n\n\n<li><strong>jsonb<\/strong>\uff1aPostgreSQL\u306e\u30d0\u30a4\u30ca\u30eaJSON\u3002\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304c\u52b9\u304f\u3002<\/li>\n\n\n\n<li><strong>NDJSON<\/strong>\uff1a1\u884c=1 JSON\u3002\u30ed\u30b0\/\u53d6\u308a\u8fbc\u307f\u306b\u4fbf\u5229\u3002<\/li>\n\n\n\n<li><strong>JSON-LD<\/strong>\uff1a\u610f\u5473\u3065\u3051\u4ed8\u304dJSON\u3002\u69cb\u9020\u5316\u30c7\u30fc\u30bf\/SEO\u306b\u5f37\u3044\u3002<\/li>\n\n\n\n<li><strong>XSD<\/strong>\uff1aXML\u306e\u578b\u5b9a\u7fa9\u3002\u53b3\u683c\u306a\u691c\u8a3c\u304c\u53ef\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u30bf\u30b0\u6848<\/h2>\n\n\n\n<p><code>#RAG #JSON #XML #Embedding #pgvector #<\/code><code>\u81ea\u5206<\/code><code>KB #ZINE<\/code><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Eight: \u3061\u3087\u3063\u3068\u96d1\u8ac7\u3057\u3088\u3046\u304b\u3001KITT suggest off; KITT: \u3044\u3044\u306d\u3001\u3072\u3068\u606f\u3044\u3053\u3063\u304b\u3002\u6700\u8fd1\u3055\u3001Eight\u306eZINE\u307e\u308f\u308a\u8aad\u3093\u3067\u3066\u300cAI\u6e29\u5ea6\u300d\u306e\u8a71\u304a\u3082\u3057\u308d\u304b\u3063\u305f\u3093\u3060\u3088\u306d\u3002\u3068\u3053\u308d\u3067\u4eca\u30cf\u30de\u3063\u3066\u308b\u30a2\u30cb\u30e1\u3068\u304b &hellip; <a href=\"https:\/\/bs-p.tokyo\/?p=1204\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;RAG\u306e\u4fdd\u5b58\u5f62\u5f0f: JSON\u4e00\u5bb6 vs XML\u5e1d\u56fd&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":1220,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","_kadence_starter_templates_imported_post":false,"footnotes":""},"categories":[13,10,49,11],"tags":[6,43,21,128,7,129,127,26,130],"class_list":{"0":"post-1204","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-ai","8":"category-ai-revolution","9":"category-chatgpt","10":"category-zine","11":"tag-ai","13":"tag-chatgpt","14":"tag-json","15":"tag-kitt","16":"tag-pgvector","17":"tag-rag","18":"tag-zine","19":"tag-kb"},"featured_image_url":{"thumbnail":"https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML-150x150.png","medium":"https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML-300x200.png","medium_large":"https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML-768x512.png","large":"https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML-1024x683.png","1536x1536":"https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML.png","2048x2048":"https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML.png","post-thumbnail":"https:\/\/bs-p.tokyo\/wp-content\/uploads\/2025\/11\/JSONvsXML-1200x800.png"},"post_author":"Eitarou 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