{"id":23312,"date":"2025-11-12T03:14:25","date_gmt":"2025-11-12T03:14:25","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=23312"},"modified":"2025-11-12T03:14:25","modified_gmt":"2025-11-12T03:14:25","slug":"embedding%e5%9f%ba%e7%9b%a4%e3%81%ae%e6%a7%8b%e7%af%89%e3%81%a8%e9%81%8b%e7%94%a8-%e2%94%80%e2%94%80-two-tower%e3%83%a2%e3%83%87%e3%83%ab%e3%81%ae%e3%83%a6%e3%83%bc%e3%82%b6%e3%83%bc%e3%83%bb%e5%95%86","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/23312\/","title":{"rendered":"Embedding\u57fa\u76e4\u306e\u69cb\u7bc9\u3068\u904b\u7528 \u2500\u2500 Two-Tower\u30e2\u30c7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u57cb\u3081\u8fbc\u307f\u8868\u73fe\u3092\u5171\u901a\u8cc7\u7523\u306b\u3059\u308b &#8211; ZOZO TECH BLOG"},"content":{"rendered":"\n<\/p>\n<div>\n<p><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/v\/vasilyjp\/20251111\/20251111114258.png\" alt=\"Embedding\u57fa\u76e4\u306e\u69cb\u7bc9\u3068\u904b\u7528 \u2500 Two-Tower\u30e2\u30c7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u57cb\u3081\u8fbc\u307f\u8868\u73fe\u3092\u5171\u901a\u8cc7\u7523\u306b\u3059\u308b\"\/><\/p>\n<h2 id=\"\u306f\u3058\u3081\u306b\">\u306f\u3058\u3081\u306b<\/h2>\n<p>\u3053\u3093\u306b\u3061\u306f\u3002\u30c7\u30fc\u30bf\u30b7\u30b9\u30c6\u30e0\u90e8\u30fb\u63a8\u85a6\u57fa\u76e4\u30d6\u30ed\u30c3\u30af\u306e\u4e0a\u570b\u6599\uff08<a target=\"_blank\" href=\"https:\/\/x.com\/Kamiko20174481\">@Kamiko20174481<\/a>\uff09\u3067\u3059\u3002\u79c1\u305f\u3061\u306e\u30c1\u30fc\u30e0\u306f\u3001ZOZOTOWN\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u30fb\u904b\u7528\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u4e00\u4eba\u3072\u3068\u308a\u306b\u6700\u9069\u306a\u8cfc\u8cb7\u4f53\u9a13\u3092\u5c4a\u3051\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u307e\u3067\u306f\u65bd\u7b56\u3054\u3068\u306b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u30bc\u30ed\u30d9\u30fc\u30b9\u3067\u69cb\u7bc9\u3057\u3066\u3044\u305f\u305f\u3081\u3001\u65bd\u7b56\u5b9f\u65bd\u307e\u3067\u306e\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u304c\u9577\u304f\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u904b\u7528\u8ca0\u8377\u3082\u9ad8\u307e\u308a\u3084\u3059\u3044\u3068\u3044\u3046\u8ab2\u984c\u304c\u3042\u308a\u307e\u3057\u305f\u3002\u3053\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u3001<strong>\u30e6\u30fc\u30b6\u30fc\u3084\u5546\u54c1\u3092Embedding\uff08\u57cb\u3081\u8fbc\u307f\u30d9\u30af\u30c8\u30eb\uff09\u3068\u3057\u3066\u8868\u73fe\u3057\u3001\u305d\u308c\u3089\u3092\u4e00\u5143\u7684\u306b\u7ba1\u7406\u3057\u3066\u8907\u6570\u306e\u63a8\u85a6\u65bd\u7b56\u3067\u518d\u5229\u7528\u3067\u304d\u308b\u4ed5\u7d44\u307f<\/strong>\u306e\u69cb\u7bc9\u306b\u53d6\u308a\u7d44\u307f\u307e\u3057\u305f\u3002\u4ee5\u964d\u3067\u306f\u3001\u3053\u306e\u4ed5\u7d44\u307f\u3092Embedding\u57fa\u76e4\u3068\u547c\u79f0\u3057\u307e\u3059\u3002<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001\u3053\u306e\u53d6\u308a\u7d44\u307f\u306e\u80cc\u666f\u3068\u306a\u3063\u305f\u8ab2\u984c\u3068Embedding\u57fa\u76e4\u306e\u8a2d\u8a08\u65b9\u91dd\u30fb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u5c0e\u5165\u5f8c\u306e\u77e5\u898b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002\u540c\u69d8\u306e\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080\u65b9\u3005\u306e\u53c2\u8003\u306b\u306a\u308c\u3070\u5e78\u3044\u3067\u3059\u3002<\/p>\n<h2 id=\"\u76ee\u6b21\">\u76ee\u6b21<\/h2>\n<h2 id=\"\u63a8\u85a6\u30c1\u30fc\u30e0\u304c\u62b1\u3048\u308b\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u8ab2\u984c\">\u63a8\u85a6\u30c1\u30fc\u30e0\u304c\u62b1\u3048\u308b\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u8ab2\u984c<\/h2>\n<p>Embedding\u57fa\u76e4\u306e\u8aac\u660e\u3092\u59cb\u3081\u308b\u524d\u306b\u3001\u5f53\u6642\u30c1\u30fc\u30e0\u304c\u62b1\u3048\u3066\u3044\u305f\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u8ab2\u984c\u306b\u3064\u3044\u3066\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"\u65bd\u7b56\u306e\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u304c\u9577\u3044\">\u65bd\u7b56\u306e\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u304c\u9577\u3044<\/h3>\n<p>ML\u30d9\u30fc\u30b9\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3059\u308b\u969b\u306f\u3001\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08\u3084\u5b9f\u88c5\u306b\u52a0\u3048\u3001\u7279\u5fb4\u91cf\u8a2d\u8a08\u3084\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u6574\u5099\u3001\u30e2\u30c7\u30eb\u306e\u4fdd\u5b58\u30fb\u914d\u4fe1\u3001\u8a55\u4fa1\u6307\u6a19\u306e\u8a2d\u8a08\u306a\u3069\u3001\u591a\u304f\u306e\u5de5\u7a0b\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u6211\u3005\u306e\u30c1\u30fc\u30e0\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u5de5\u7a0b\u3092\u65bd\u7b56\u3054\u3068\u306b\u500b\u5225\u306b\u5b9f\u88c5\u3057\u3066\u3044\u305f\u305f\u3081\u3001<strong>1\u3064\u306e\u65bd\u7b56\u3092\u30ea\u30ea\u30fc\u30b9\u3059\u308b\u307e\u3067\u306b\u6570\u30ab\u6708\u5358\u4f4d\u306e\u6642\u9593\u304c\u304b\u304b\u308b\u3053\u3068\u3082\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3067\u3057\u305f<\/strong>\u3002<\/p>\n<p>\u7279\u306b\u8ab2\u984c\u3060\u3063\u305f\u306e\u306f\u3001\u65b0\u3057\u3044\u6a5f\u80fd\u306b\u63a8\u85a6\u3092\u5c0e\u5165\u3057\u305f\u3044\u5834\u5408\u3067\u3082\u3001<strong>\u65e2\u5b58\u306e\u4ed5\u7d44\u307f\u3092\u3059\u3050\u306b\u8ee2\u7528\u3067\u304d\u305a\u6e96\u5099\u306b\u591a\u304f\u306e\u6642\u9593\u304c\u304b\u304b\u3063\u3066\u3044\u305f\u3053\u3068\u3067\u3059<\/strong>\u3002\u7d50\u679c\u3068\u3057\u3066\u300c\u4eee\u8aac\u3092\u7acb\u3066\u3066\u304b\u3089\u5b9f\u969b\u306b\u30e6\u30fc\u30b6\u30fc\u53cd\u5fdc\u3092\u78ba\u8a8d\u3059\u308b\u307e\u3067\u300d\u306b\u5927\u304d\u306a\u30bf\u30a4\u30e0\u30e9\u30b0\u304c\u751f\u3058\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"\u518d\u5229\u7528\u6027\u306e\u4e0d\u8db3\u91cd\u8907\u767a\u751f\">\u518d\u5229\u7528\u6027\u306e\u4e0d\u8db3\u30fb\u91cd\u8907\u767a\u751f<\/h3>\n<p>ML\u30d9\u30fc\u30b9\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u4e00\u5ea6\u30ea\u30ea\u30fc\u30b9\u3057\u3066\u7d42\u308f\u308a\u3067\u306f\u306a\u304f\u3001<strong>\u7d99\u7d9a\u7684\u306a\u4fdd\u5b88\u30fb\u6539\u5584<\/strong>\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u540c\u69d8\u306e\u76ee\u7684\u3067\u3042\u3063\u3066\u3082\u65bd\u7b56\u3054\u3068\u306b\u72ec\u7acb\u3057\u305f\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u3066\u3044\u305f\u305f\u3081\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u975e\u52b9\u7387\u304c\u751f\u3058\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<ul>\n<li>\u6848\u4ef6\u3054\u3068\u306b\u4f3c\u305f\u3088\u3046\u306a\u7279\u5fb4\u91cf\u751f\u6210\u30af\u30a8\u30ea\u3084\u30b3\u30fc\u30c9\u304c\u5b9f\u88c5\u3055\u308c\u3001\u8eca\u8f2a\u306e\u518d\u767a\u660e\u304c\u767a\u751f<\/li>\n<li>\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u306b\u3088\u308b\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u8ca0\u8377\u306e\u5897\u5927<\/li>\n<\/ul>\n<p>\u7279\u306b\u7279\u5fb4\u91cf\u307e\u308f\u308a\u3067\u306f\u3001\u307b\u307c\u3059\u3079\u3066\u306e\u6848\u4ef6\u3067BigQuery\u306e\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u3084\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u57fa\u76e4\u304b\u3089\u30e6\u30fc\u30b6\u30fc\u60c5\u5831\u30fb\u5546\u54c1\u60c5\u5831\u3092\u53d6\u5f97\u3057\u3066\u751f\u6210\u3059\u308b\u3068\u3044\u3046\u5171\u901a\u30d1\u30bf\u30fc\u30f3\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5404\u6848\u4ef6\u3067\u305d\u308c\u305e\u308c\u72ec\u81ea\u306b\u30af\u30a8\u30ea\u3092\u4f5c\u6210\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u4f3c\u305f\u3088\u3046\u306a\u30af\u30a8\u30ea\u304c\u8907\u6570\u306e\u5834\u6240\u306b\u6563\u5728\u3059\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u898b\u3089\u308c\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001<strong>\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u306e\u884c\u304d\u5c4a\u304b\u306a\u3044\u30b3\u30fc\u30c9\u304c\u5897\u3048\u3066\u3044\u304f\u69cb\u9020\u7684\u306a\u554f\u984c<\/strong>\u304c\u751f\u3058\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u3082\u540c\u69d8\u3067\u3001\u4f3c\u305f\u3088\u3046\u306a\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3084\u76ee\u7684\u3092\u6301\u3064\u30e2\u30c7\u30eb\u306e\u30b3\u30fc\u30c9\u304c\u8907\u6570\u5b58\u5728\u3057\u3001\u518d\u5229\u7528\u6027\u306e\u4f4e\u3055\u3084\u30e2\u30c7\u30eb\u7ba1\u7406\u306e\u7169\u96d1\u3055\u3092\u62db\u3044\u3066\u3044\u307e\u3057\u305f\u3002<\/p>\n<p>\u4eca\u5f8c\u3082\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u6570\u304c\u5897\u52a0\u3057\u3066\u3044\u304f\u3053\u3068\u3092\u8e0f\u307e\u3048\u308b\u3068\u3001<strong>\u73fe\u72b6\u306e\u307e\u307e\u3067\u306f\u904b\u7528\u30b3\u30b9\u30c8\u304c\u5897\u5927\u3057\u3066\u3044\u304f\u61f8\u5ff5<\/strong>\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"Embedding\u57fa\u76e4\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\">Embedding\u57fa\u76e4\u306e\u30a2\u30d7\u30ed\u30fc\u30c1<\/h2>\n<p>\u4ee5\u4e0a\u306e\u8ab2\u984c\u3092\u8e0f\u307e\u3048\u3001Embedding\u57fa\u76e4\u306e\u8a2d\u8a08\u30fb\u69cb\u7bc9\u3092\u9032\u3081\u307e\u3057\u305f\u3002<\/p>\n<h3 id=\"\u8a2d\u8a08\u65b9\u91dd\">\u8a2d\u8a08\u65b9\u91dd<\/h3>\n<p>Embedding\u57fa\u76e4\u306e\u76ee\u7684\u306f\u3001<strong>\u5b66\u7fd2\u6e08\u307f\u306eEmbedding\u3092\u5171\u901a\u8cc7\u7523\u3068\u3057\u3066\u518d\u5229\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068<\/strong>\u3067\u3059\u3002<\/p>\n<p>\u63a8\u85a6\u30c1\u30fc\u30e0\u3067\u306f\u3001\u904e\u53bb\u306b\u5b9f\u65bd\u3057\u305f\u30db\u30fc\u30e0\u753b\u9762\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u65bd\u7b56\u3067<strong>Two-Tower\u30e2\u30c7\u30eb<\/strong>\u3092\u5c0e\u5165\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u5546\u54c1\u306eEmbedding\u3092\u751f\u6210\u3057\u3001\u63a8\u85a6\u30ea\u30b9\u30c8\u306e\u4f5c\u6210\u306b\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3067\u3001\u3053\u308c\u3089\u306eEmbedding\u306f\u7279\u5b9a\u306e\u65bd\u7b56\u5185\u3067\u306e\u307f\u5229\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u4ed6\u65bd\u7b56\u304b\u3089\u5bb9\u6613\u306b\u518d\u5229\u7528\u3067\u304d\u308b\u4ed5\u7d44\u307f\u306f\u5b58\u5728\u3057\u3066\u3044\u307e\u305b\u3093\u3067\u3057\u305f\u3002<br \/>\u3053\u306e\u305f\u3081\u3001\u5b66\u7fd2\u6e08\u307f\u306eEmbedding\u3092\u4ed6\u65bd\u7b56\u306b\u3082\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3001<strong>\u65bd\u7b56\u7acb\u3061\u4e0a\u3052\u306e\u52b9\u7387\u5316\u3068\u4e00\u5b9a\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u52b9\u679c\u306e\u7dad\u6301<\/strong>\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3092\u76ee\u6307\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u904e\u53bb\u306eTwo-Tower\u30e2\u30c7\u30eb\u3092\u6d3b\u7528\u3057\u305f\u65bd\u7b56\u306b\u95a2\u3059\u308b\u8a18\u4e8b\u306f\u4ee5\u4e0b\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftechblog.zozo.com%2Fentry%2Fzozotown-home-module-personalization-v1\" title=\"ZOZOTOWN\u30db\u30fc\u30e0\u753b\u9762\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba - Two-Tower\u30e2\u30c7\u30eb\u3067\u5b9f\u73fe\u3059\u308b\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u4e26\u3073\u9806\u6700\u9069\u5316 - ZOZO TECH BLOG\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/techblog.zozo.com\/entry\/zozotown-home-module-personalization-v1\/\">techblog.zozo.com<\/a><\/cite><\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftechblog.zozo.com%2Fentry%2Fmodule-personalize-phase2\" title=\"ZOZOTOWN\u30db\u30fc\u30e0\u753b\u9762\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u6700\u65b0\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8 \u2500 Two-Tower\u30e2\u30c7\u30eb\u3067\u76ee\u6307\u3059\u591a\u69d8\u6027\u3068\u53d7\u6ce8\u7cfb\u6307\u6a19\u306e\u5411\u4e0a - ZOZO TECH BLOG\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/techblog.zozo.com\/entry\/module-personalize-phase2\/\">techblog.zozo.com<\/a><\/cite><\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Ftechblog.zozo.com%2Fentry%2Fhome-module-contents-personalization\" title=\"\u5546\u54c1\u30af\u30ea\u30c3\u30af58%\u5897\u30fb\u7d4c\u7531\u53d7\u6ce826%\u5897\u306e\u88cf\u5074 - Two-Tower\u30e2\u30c7\u30eb\u00d7Vertex AI Vector Search\u3067\u5b9f\u73fe\u3057\u305fZOZOTOWN \u30db\u30fc\u30e0\u753b\u9762\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba - ZOZO TECH BLOG\" class=\"embed-card embed-blogcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 190px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/techblog.zozo.com\/entry\/home-module-contents-personalization\/\">techblog.zozo.com<\/a><\/cite><\/p>\n<h3 id=\"Embedding\u57fa\u76e4\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\">Embedding\u57fa\u76e4\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/h3>\n<p>Embedding\u57fa\u76e4\u3067\u306f\u3001<strong>Two-Tower\u30e2\u30c7\u30eb\u8a13\u7df4\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong>\u3068<strong>Embedding\u751f\u6210\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong>\u306e2\u7a2e\u985e\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306b\u5168\u4f53\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u793a\u3057\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/v\/vasilyjp\/20251106\/20251106140216.png\" alt=\"\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\"\/><\/p>\n<p>\u307e\u305a\u3001\u53f3\u5074\u306e<strong>Two-Tower\u30e2\u30c7\u30eb\u8a13\u7df4\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong>\u3067\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u30c7\u30fc\u30bf\u3084\u5546\u54c1\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u5165\u529b\u3068\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u3068\u5546\u54c1\u306e\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002<br \/>Two-Tower\u30e2\u30c7\u30eb\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u5074\u306e\u7279\u5fb4\u3092\u5165\u529b\u3068\u3059\u308b<strong>User Tower<\/strong>\u3068\u3001\u5546\u54c1\u5074\u306e\u7279\u5fb4\u3092\u5165\u529b\u3068\u3059\u308b<strong>Item Tower<\/strong>\u304b\u3089\u69cb\u6210\u3055\u308c\u3001\u305d\u308c\u305e\u308c\u306e\u51fa\u529b\u304c\u540c\u4e00\u306e\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u4e0a\u3067\u8fd1\u3044\u307b\u3069\u300c\u30e6\u30fc\u30b6\u30fc\u304c\u305d\u306e\u5546\u54c1\u306b\u95a2\u5fc3\u3092\u6301\u3064\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u300d\u3068\u5224\u65ad\u3055\u308c\u307e\u3059\u3002<br \/>\u5b66\u7fd2\u6e08\u307f\u306eUser Tower\u3068Item Tower\u306f\u3001Vertex AI Model Registry\u306b\u767b\u9332\u3055\u308c\u3001\u5f8c\u7d9a\u306eEmbedding\u751f\u6210\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u53c2\u7167\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u7d9a\u3044\u3066\u3001\u5de6\u5074\u306e<strong>Embedding\u751f\u6210\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong>\u3067\u306f\u3001Model Registry\u304b\u3089User Tower\u3068Item Tower\u3092\u53d6\u5f97\u3057\u3001\u5404\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u306eEmbedding\u3092\u751f\u6210\u30fb\u4fdd\u5b58\u3057\u307e\u3059\u3002\u3053\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u3055\u3089\u306b2\u3064\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306b\u5206\u304b\u308c\u3066\u304a\u308a\u3001<strong>\u5168\u4ef6\u66f4\u65b0\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong>\u3068<strong>\u5dee\u5206\u66f4\u65b0\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong>\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table>\n<thead>\n<tr>\n<th>\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u540d<\/th>\n<th>\u5f79\u5272<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Embedding\u5168\u4ef6\u66f4\u65b0\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong><\/td>\n<td>\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u5b8c\u4e86\u6642\u306b\u3001\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u306eEmbedding\u3092\u518d\u751f\u6210\u3057\u3001BigQuery\u306e\u30e2\u30c7\u30eb\u30d0\u30fc\u30b8\u30e7\u30f3\u5358\u4f4d\u306e\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u306b\u66f8\u304d\u63db\u3048\u308b\u3002<\/td>\n<\/tr>\n<tr>\n<td><strong>Embedding\u5dee\u5206\u66f4\u65b0\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong><\/td>\n<td>\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u306e\u5909\u5316\u3092\u53cd\u6620\u3059\u308b\u305f\u3081\u3001\u76f4\u8fd1\u3067\u30a2\u30af\u30c6\u30a3\u30d6\u3060\u3063\u305f\u30e6\u30fc\u30b6\u30fc\u306e\u307f\u3092\u5bfe\u8c61\u306bEmbedding\u3092\u518d\u751f\u6210\u3057\u3001\u65e2\u5b58\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u306b\u5dee\u5206\u30de\u30fc\u30b8\u3059\u308b\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>\u4eca\u56de\u3001\u5546\u54c1Embedding\u306f\u5168\u4ef6\u66f4\u65b0\u306e\u307f\u3068\u3057\u3001\u30e6\u30fc\u30b6\u30fcEmbedding\u306e\u307f\u5dee\u5206\u66f4\u65b0\u3059\u308b\u8a2d\u8a08\u3068\u3057\u307e\u3057\u305f\u3002\u7406\u7531\u306f\u3001\u5546\u54c1\u30ab\u30bf\u30ed\u30b0\u306e\u5909\u5316\u983b\u5ea6\u304c\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u306b\u6bd4\u3079\u3066\u4f4e\u304f\u3001\u30b3\u30b9\u30c8\u5bfe\u52b9\u679c\u306e\u89b3\u70b9\u3067\u5dee\u5206\u66f4\u65b0\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u5c0f\u3055\u3044\u305f\u3081\u3067\u3059\u3002\u4e00\u65b9\u3067\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u306f\u6642\u9593\u7d4c\u904e\u3067\u5909\u5316\u3057\u3084\u3059\u3044\u305f\u3081\u3001\u5dee\u5206\u66f4\u65b0\u3067\u6700\u65b0\u306e\u55dc\u597d\u3092\u63a8\u85a6\u7d50\u679c\u306b\u53cd\u6620\u3057\u3084\u3059\u304f\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306fCloud Scheduler\u3067\u5b9a\u671f\u5b9f\u884c\u3055\u308c\u3001\u65e5\u6b21\u3067\u5168\u4ef6\u66f4\u65b0\u3001\u6642\u9593\u6bce\u3067\u5dee\u5206\u66f4\u65b0\u3059\u308b\u904b\u7528\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"Embedding\u306e\u4fdd\u5b58\u5148\">Embedding\u306e\u4fdd\u5b58\u5148<\/h3>\n<p>\u4ee5\u4e0a\u306e\u51e6\u7406\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u305fEmbedding\u306f\u3001\u7528\u9014\u306b\u5fdc\u3058\u3066\u8907\u6570\u306e\u30b9\u30c8\u30a2\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002\u7528\u9014\u306f\u5927\u304d\u304f\u5206\u3051\u3066\u3001<strong>\u30aa\u30d5\u30e9\u30a4\u30f3\u30b5\u30fc\u30d3\u30f3\u30b0<\/strong>\u3068<strong>\u30aa\u30f3\u30e9\u30a4\u30f3\u30b5\u30fc\u30d3\u30f3\u30b0<\/strong>\u306e2\u7a2e\u985e\u3067\u3059\u3002<\/p>\n<p>\u307e\u305a\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u30b5\u30fc\u30d3\u30f3\u30b0\u7528\u9014\u3067\u306f<strong>BigQuery<\/strong>\u3092\u63a1\u7528\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u7406\u7531\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>: ZOZOTOWN\u306e\u30e6\u30fc\u30b6\u30fc\u6570\u30fb\u5546\u54c1\u6570\u306f\u975e\u5e38\u306b\u591a\u3044\u305f\u3081\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u4fdd\u5b58\u30fb\u30af\u30a8\u30ea\u3067\u304d\u308bBigQuery\u306f\u9069\u3057\u3066\u3044\u308b\u3002<\/li>\n<li><strong>\u67d4\u8edf\u306a\u30af\u30a8\u30ea<\/strong>: BigQuery Vector Search\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001Embedding\u306b\u57fa\u3065\u304f\u985e\u4f3c\u5ea6\u691c\u7d22\u3084\u30b9\u30b3\u30a2\u8a08\u7b97\u3092SQL\u30d9\u30fc\u30b9\u3067\u7c21\u5358\u306b\u5b9f\u88c5\u3067\u304d\u308b\u3002<\/li>\n<li><strong>\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u89aa\u548c\u6027<\/strong>: \u65e2\u306bZOZOTOWN\u306e\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u3068\u3057\u3066BigQuery\u3092\u6d3b\u7528\u3057\u3066\u304a\u308a\u3001\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u5bb9\u6613\u306b\u9023\u643a\u3067\u304d\u308b\u3002<\/li>\n<\/ul>\n<p>\u4e00\u65b9\u3067\u3001BigQuery\u306b\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u3084\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u306e\u89b3\u70b9\u3067\u5236\u7d04\u304c\u3042\u308b\u305f\u3081\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u30b5\u30fc\u30d3\u30f3\u30b0\u7528\u9014\u3067\u306f<strong>Vertex AI Vector Search<\/strong>\u3092\u63a1\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u5546\u54c1Embedding\u3092\u3082\u3068\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u69cb\u7bc9\u30fb\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306a\u985e\u4f3c\u5546\u54c1\u691c\u7d22\u3084\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u691c\u7d22\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h3 id=\"Embedding\u306e\u7a7a\u9593\u6574\u5408\u6027\u306e\u62c5\u4fdd\">Embedding\u306e\u7a7a\u9593\u6574\u5408\u6027\u306e\u62c5\u4fdd<\/h3>\n<p>\u3053\u3053\u307e\u3067\u3001Embedding\u3092\u751f\u6210\u30fb\u4fdd\u5b58\u3059\u308b\u4ed5\u7d44\u307f\u3092\u8aac\u660e\u3057\u307e\u3057\u305f\u3002\u6b21\u306b\u3001\u751f\u6210\u3055\u308c\u305fEmbedding\u306e\u7a7a\u9593\u6574\u5408\u6027\u3092\u3069\u306e\u3088\u3046\u306b\u62c5\u4fdd\u3057\u3066\u3044\u308b\u304b\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<p>Embedding\u306e\u7a7a\u9593\u6574\u5408\u6027\u3068\u306f\u3001Embedding\u540c\u58eb\u304c\u540c\u3058\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u4e0a\u3067\u6bd4\u8f03\u53ef\u80fd\u306a\u72b6\u614b\u306b\u3042\u308b\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002\u4eca\u56de\u4f7f\u7528\u3057\u3066\u3044\u308bTwo-Tower\u30e2\u30c7\u30eb\u3092\u542b\u3081\u3001\u4e00\u822c\u7684\u306aEmbedding\u30e2\u30c7\u30eb\u3067\u306f\u5b66\u7fd2\u306e\u305f\u3073\u306b\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u5909\u5316\u3059\u308b\u305f\u3081\u3001\u518d\u5b66\u7fd2\u3059\u308b\u3068\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u306e\u57fa\u6e96\u8ef8\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u305d\u306e\u7d50\u679c\u3001<strong>\u7570\u306a\u308b\u5b66\u7fd2\u56de\u3067\u751f\u6210\u3055\u308c\u305fEmbedding\u3092\u6df7\u5728\u3055\u305b\u308b\u3068\u3001\u8ddd\u96e2\u8a08\u7b97\u306e\u57fa\u6e96\u304c\u305a\u308c\u3066\u6b63\u3057\u3044\u985e\u4f3c\u5ea6\u3092\u5f97\u3089\u308c\u306a\u304f\u306a\u308b<\/strong>\u3068\u3044\u3046\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/v\/vasilyjp\/20251106\/20251106140226.png\" alt=\"\u30e2\u30c7\u30eb\u30d0\u30fc\u30b8\u30e7\u30f3\u9593\u3067\u5909\u5316\u3059\u308b\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u306e\u30a4\u30e1\u30fc\u30b8\"\/><\/p>\n<p>\u7570\u306a\u308b\u5b66\u7fd2\u56de\u3067\u751f\u6210\u3055\u308c\u305fEmbedding\u306e\u7a7a\u9593\u6574\u5408\u6027\u3092\u4fdd\u3064\u65b9\u6cd5\u3068\u3057\u3066\u3001\u524d\u30d0\u30fc\u30b8\u30e7\u30f3\u306eEmbedding\u3092\u57fa\u6e96\u306b\u7dda\u5f62\u5909\u63db\u306a\u3069\u3092\u884c\u3046\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u51e6\u7406\u3082\u691c\u8a0e\u53ef\u80fd\u3067\u3059\u3002\u3057\u304b\u3057\u3053\u306e\u624b\u6cd5\u306f\u3001\u904e\u53bb\u3068\u306e\u5bfe\u5fdc\u95a2\u4fc2\u3092\u7d99\u7d9a\u7684\u306b\u7dad\u6301\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u884c\u52d5\u3084\u5546\u54c1\u30ab\u30bf\u30ed\u30b0\u304c\u65e5\u3005\u5909\u5316\u3059\u308bZOZOTOWN\u306e\u3088\u3046\u306a\u74b0\u5883\u3067\u306f\u3001<strong>\u5b89\u5b9a\u3057\u3066\u6574\u5408\u6027\u3092\u4fdd\u3064\u306e\u304c\u96e3\u3057\u304f\u306a\u308b\u61f8\u5ff5<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u8a08\u7b97\u81ea\u4f53\u306f\u5927\u304d\u306a\u8ca0\u8377\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u30a2\u30f3\u30ab\u30fc\u30b5\u30f3\u30d7\u30eb\uff08\u57fa\u6e96\u5ea7\u6a19\uff09\u306e\u9078\u5b9a\u3084\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u5f8c\u306b\u7a7a\u9593\u304c\u6b63\u3057\u304f\u5bfe\u5fdc\u3065\u3051\u3089\u308c\u3066\u3044\u308b\u304b\u3092\u78ba\u8a8d\u3059\u308b\u691c\u8a3c\u4f5c\u696d\u304c\u5fc5\u8981\u306b\u306a\u308a\u3001\u904b\u7528\u30b3\u30b9\u30c8\u304c\u5897\u3059\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306eEmbedding\u57fa\u76e4\u3067\u306f\u3001\u3053\u3046\u3057\u305f\u61f8\u5ff5\u3088\u308a\u3082\u300c\u6700\u65b0\u30e2\u30c7\u30eb\u306eEmbedding\u3092\u7d20\u65e9\u304f\u53cd\u6620\u3057\u3001\u65bd\u7b56\u3092\u9ad8\u901f\u306b\u56de\u3059\u3053\u3068\u300d\u3092\u512a\u5148\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u305f\u3081\u3001\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u51e6\u7406\u3067\u7a7a\u9593\u3092\u56fa\u5b9a\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001<strong>\u30e2\u30c7\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3067\u6574\u5408\u6027\u3092\u62c5\u4fdd\u3059\u308b\u8a2d\u8a08<\/strong>\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u308c\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001<strong>Embedding\u57fa\u76e4\u3067\u306f\u30e2\u30c7\u30eb\u306e\u72b6\u614b\u3068\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4e00\u5143\u7684\u306b\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30c6\u30fc\u30d6\u30eb\u3092BigQuery\u4e0a\u306b\u914d\u7f6e<\/strong>\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\u3053\u308c\u3092Manifest\u30c6\u30fc\u30d6\u30eb\u3068\u547c\u3073\u3001\u30e2\u30c7\u30eb\u306e\u72b6\u614b\u9077\u79fb\u3068\u30d0\u30fc\u30b8\u30e7\u30f3\u306a\u3069\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\u3053\u306e\u30c6\u30fc\u30d6\u30eb\u3067\u306fTwo-Tower\u30e2\u30c7\u30eb\u306eUser Tower\u3068Item Tower\u306e\u30e2\u30c7\u30eb\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30da\u30a2\u3068\u3057\u3066\u6271\u3044\u3001Embedding\u751f\u6210\u6642\u3068\u53d6\u5f97\u6642\u306b\u30da\u30a2\u3092\u53c2\u7167\u3059\u308b\u3053\u3068\u3067\u6574\u5408\u6027\u3092\u4fdd\u3064\u4ed5\u7d44\u307f\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u5404\u30e2\u30c7\u30eb\u306e\u72b6\u614b\u306f\u6b21\u306e4\u7a2e\u985e\u3067\u3001Embedding\u306e\u751f\u6210\u30d5\u30ed\u30fc\u306b\u5fdc\u3058\u3066\u5207\u308a\u66ff\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<div class=\"s_table\"><table>\n<thead>\n<tr>\n<th> \u72b6\u614b     <\/th>\n<th> \u5f79\u5272                                                      <\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td> <strong>STAGING<\/strong> <\/td>\n<td> \u65b0\u3057\u3044\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u304c\u5b8c\u4e86\u3057\u3001\u3053\u308c\u304b\u3089\u5168\u4ef6\u66f4\u65b0\u306b\u3066Embedding\u751f\u6210\u306b\u4f7f\u7528\u3055\u308c\u308b\u3002    <\/td>\n<\/tr>\n<tr>\n<td> <strong>ACTIVE<\/strong>  <\/td>\n<td> \u5168\u4ef6\u66f4\u65b0\u306b\u3066Embedding\u751f\u6210\u304c\u5b8c\u4e86\u3057\u3001\u5dee\u5206\u66f4\u65b0\u306b\u3066Embedding\u304c\u66f4\u65b0\u3055\u308c\u7d9a\u3051\u3066\u3044\u308b\u72b6\u614b\u3002\u5e38\u306b\u3053\u306e\u72b6\u614b\u306f1\u3064\u3060\u3051\u5b58\u5728\u3059\u308b\u3002<\/td>\n<\/tr>\n<tr>\n<td> <strong>ARCHIVE<\/strong> <\/td>\n<td> \u904e\u53bb\u306bACTIVE\u3060\u3063\u305f\u30e2\u30c7\u30eb\u3002\u5206\u6790\u3084\u691c\u8a3c\u7528\u306b\u4fdd\u6301\u3002                  <\/td>\n<\/tr>\n<tr>\n<td> <strong>UNUSED<\/strong>  <\/td>\n<td> \u5b66\u7fd2\u6e08\u307f\u3060\u304cEmbedding\u751f\u6210\u306b\u4f7f\u308f\u308c\u306a\u304b\u3063\u305f\u30e2\u30c7\u30eb\u3002               <\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p><img decoding=\"async\" src=\"https:\/\/cdn-ak.f.st-hatena.com\/images\/fotolife\/v\/vasilyjp\/20251110\/20251110102456.png\" alt=\"\u72b6\u614b\u9077\u79fb\u306e\u30a4\u30e1\u30fc\u30b8\"\/><\/p>\n<p>\u65b0\u3057\u3044\u30e2\u30c7\u30eb\u304c\u5b66\u7fd2\u3092\u5b8c\u4e86\u3059\u308b\u3068\u3001\u307e\u305aSTAGING\u72b6\u614b\u3068\u3057\u3066\u767b\u9332\u3055\u308c\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001STAGING\u306e\u30da\u30a2\u3092\u53c2\u7167\u3057\u3066\u5168\u4ef6\u66f4\u65b0\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067Embedding\u3092\u751f\u6210\u3057\u3001\u5b8c\u4e86\u6642\u306b\u30e2\u30c7\u30eb\u306e\u72b6\u614b\u304cACTIVE\u306b\u66f4\u65b0\u3055\u308c\u307e\u3059\u3002\u30e2\u30c7\u30eb\u304cACTIVE\u306b\u5207\u308a\u66ff\u308f\u308b\u969b\u3001\u305d\u308c\u307e\u3067ACTIVE\u3060\u3063\u305f\u30e2\u30c7\u30eb\u306f\u81ea\u52d5\u7684\u306bARCHIVE\u306b\u79fb\u884c\u3057\u307e\u3059\u3002\u4e00\u65b9\u3067\u3001Embedding\u5dee\u5206\u66f4\u65b0\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u5e38\u306b\u6700\u65b0\u306eACTIVE\u30e2\u30c7\u30eb\u30da\u30a2\u3092\u53c2\u7167\u3057\u3066Embedding\u306e\u66f4\u65b0\u3092\u7d99\u7d9a\u3057\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u4ed5\u7d44\u307f\u306b\u3088\u308a\u3001<strong>Embedding\u751f\u6210\u3068\u5229\u7528\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u5e38\u306b\u540c\u3058\u30e2\u30c7\u30eb\u30da\u30a2\u3092\u53c2\u7167\u3059\u308b\u3053\u3068\u304c\u4fdd\u8a3c\u3055\u308c\u308b<\/strong>\u305f\u3081\u3001\u7570\u306a\u308b\u5b66\u7fd2\u56de\u3067\u751f\u6210\u3055\u308c\u305fEmbedding\u304c\u6df7\u5728\u3059\u308b\u3053\u3068\u306b\u3088\u308b\u4e0d\u6574\u5408\u3092\u9632\u6b62\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001<strong>\u5229\u7528\u5074\u306f\u5e38\u306bACTIVE\u30e2\u30c7\u30eb\u3092\u53c2\u7167\u3057\u3066\u304a\u3051\u3070\u3001\u30e2\u30c7\u30eb\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u5909\u5316\u3092\u610f\u8b58\u3059\u308b\u3053\u3068\u306a\u304f\u5b89\u5b9a\u3057\u305f\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u3092\u5229\u7528\u3067\u304d\u308b<\/strong>\u3068\u3044\u3046\u5229\u70b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2 id=\"Embedding\u57fa\u76e4\u306e\u6d3b\u7528\u30d1\u30bf\u30fc\u30f3\">Embedding\u57fa\u76e4\u306e\u6d3b\u7528\u30d1\u30bf\u30fc\u30f3<\/h2>\n<p>\u524d\u7ae0\u3067\u7d39\u4ecb\u3057\u305f\u3088\u3046\u306b\u3001Embedding\u306f\u30aa\u30d5\u30e9\u30a4\u30f3\u7528\u9014\u3067\u306f<strong>BigQuery<\/strong>\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u7528\u9014\u3067\u306f<strong>Vertex AI Vector Search<\/strong>\u306b\u4fdd\u5b58\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u305d\u308c\u3089\u306e\u74b0\u5883\u3092\u6d3b\u7528\u3057\u3001\u5b9f\u969b\u306e\u65bd\u7b56\u3067\u3069\u306e\u3088\u3046\u306bEmbedding\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u304b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<p>\u3069\u3061\u3089\u306e\u74b0\u5883\u3067\u3082\u3001\u30e6\u30fc\u30b6\u30fc\u3084\u5546\u54c1\u306eEmbedding\u3092\u7528\u3044\u305f<strong>\u985e\u4f3c\u5546\u54c1\u691c\u7d22<\/strong>\u3084<strong>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u691c\u7d22<\/strong>\u304c\u53ef\u80fd\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u65bd\u7b56\u3054\u3068\u306b\u6c42\u3081\u3089\u308c\u308b<strong>\u51e6\u7406\u30bf\u30a4\u30df\u30f3\u30b0\u3084\u30ec\u30a4\u30c6\u30f3\u30b7\u8981\u4ef6<\/strong>\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u30aa\u30d5\u30e9\u30a4\u30f3\u51e6\u7406\u3068\u30aa\u30f3\u30e9\u30a4\u30f3\u51e6\u7406\u3067\u74b0\u5883\u3092\u4f7f\u3044\u5206\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"\u30d0\u30c3\u30c1\u63a8\u85a6\u3067\u306e\u6d3b\u7528\">\u30d0\u30c3\u30c1\u63a8\u85a6\u3067\u306e\u6d3b\u7528<\/h3>\n<p>\u65e5\u6b21\u3084\u6642\u9593\u5358\u4f4d\u3067\u30d0\u30c3\u30c1\u63a8\u85a6\u3059\u308b\u969b\u306f\u3001<strong>BigQuery<\/strong>\u306b\u4fdd\u5b58\u3055\u308c\u305fEmbedding\u3092\u53c2\u7167\u3057\u3001\u985e\u4f3c\u5ea6\u8a08\u7b97\u3084\u30e9\u30f3\u30ad\u30f3\u30b0\u3092\u884c\u3044\u307e\u3059\u3002\u5927\u91cf\u306e\u5019\u88dc\u5546\u54c1\u3092\u6271\u3046\u5834\u5408\u306f\u3001<strong>BigQuery Vector Search<\/strong>\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001SQL\u30d9\u30fc\u30b9\u3067\u52b9\u7387\u7684\u306b\u985e\u4f3c\u5ea6\u691c\u7d22\u3057\u3001\u63a8\u85a6\u30ea\u30b9\u30c8\u3092\u751f\u6210\u3067\u304d\u307e\u3059\u3002<br \/>\u4e00\u65b9\u3001\u5bfe\u8c61\u5546\u54c1\u304c\u9650\u5b9a\u3055\u308c\u3066\u3044\u308b\u30b1\u30fc\u30b9\u3067\u306f\u3001Embedding\u3092\u53d6\u5f97\u3057\u3066\u5358\u7d14\u306a\u985e\u4f3c\u5ea6\u8a08\u7b97\u3060\u3051\u3067\u3082\u5341\u5206\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<h3 id=\"\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u85a6\u3067\u306e\u6d3b\u7528\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u63a8\u85a6\u3067\u306e\u6d3b\u7528<\/h3>\n<p>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5fdc\u7b54\u304c\u6c42\u3081\u3089\u308c\u308b\u63a8\u85a6\u65bd\u7b56\u3067\u306f\u3001<strong>Vertex AI Vector Search<\/strong>\u3092\u5229\u7528\u3057\u307e\u3059\u3002BigQuery\u3068\u540c\u69d8\u306bEmbedding\u3092\u7528\u3044\u305f\u985e\u4f3c\u5ea6\u691c\u7d22\u304c\u53ef\u80fd\u3067\u3001<strong>\u30df\u30ea\u79d2\u5358\u4f4d\u306e\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u51e6\u7406<\/strong>\u3092\u5b9f\u73fe\u3067\u304d\u308b\u70b9\u304c\u5f37\u307f\u3067\u3059\u3002Embedding\u3092\u30af\u30a8\u30ea\u3068\u3057\u3066\u6271\u3046\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u3084\u5546\u54c1\u306e\u7279\u5fb4\u306b\u5fdc\u3058\u3066\u5373\u6642\u306b\u63a8\u85a6\u5546\u54c1\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2 id=\"Embedding\u57fa\u76e4\u306e\u904b\u7528\u304b\u3089\u5f97\u305f\u5b66\u3073\">Embedding\u57fa\u76e4\u306e\u904b\u7528\u304b\u3089\u5f97\u305f\u5b66\u3073<\/h2>\n<p>Embedding\u57fa\u76e4\u306e\u5c0e\u5165\u30fb\u904b\u7528\u3092\u901a\u3058\u3066\u5f97\u3089\u308c\u305f\u77e5\u898b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h3 id=\"\u65bd\u7b56\u5c55\u958b\u306e\u30b9\u30d4\u30fc\u30c9\u5411\u4e0a\">\u65bd\u7b56\u5c55\u958b\u306e\u30b9\u30d4\u30fc\u30c9\u5411\u4e0a<\/h3>\n<p>\u7279\u306b\u9855\u8457\u306a\u52b9\u679c\u306f\u3001\u30e2\u30c7\u30eb\u958b\u767a\u304b\u3089A\/B\u30c6\u30b9\u30c8\u306b\u81f3\u308b\u307e\u3067\u306e\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u77ed\u7e2e\u3067\u3059\u3002<\/p>\n<p>\u4ee5\u524d\u306f\u3001\u7279\u5fb4\u91cf\u8a2d\u8a08\u30fb\u5b66\u7fd2\u30c7\u30fc\u30bf\u6574\u5099\u30fb\u30e2\u30c7\u30eb\u914d\u4fe1\u30fb\u8a55\u4fa1\u8a2d\u8a08\u306a\u3069\u591a\u304f\u306e\u5de5\u7a0b\u3092\u7d4c\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001<strong>1\u65bd\u7b56\u3042\u305f\u308a\u6570\u30f6\u6708\u306e\u958b\u767a\u671f\u9593<\/strong>\u3092\u8981\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3057\u305f\u3002Embedding\u57fa\u76e4\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u3053\u308c\u3089\u306e\u5de5\u7a0b\u306e\u591a\u304f\u3092\u5171\u901a\u5316\u30fb\u81ea\u52d5\u5316\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001<strong>\u6570\u9031\u9593\u5358\u4f4d\u3067\u65bd\u7b56\u3092\u8a66\u305b\u308b<\/strong>\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u73fe\u5728\u3067\u306f\u3001\u8981\u4ef6\u6b21\u7b2c\u3067<strong>2\u9031\u9593\u307b\u3069\u3067\u30e2\u30c7\u30ea\u30f3\u30b0\u304c\u5b8c\u4e86\u3059\u308b\u30b1\u30fc\u30b9<\/strong>\u3082\u51fa\u3066\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001Embedding\u3084\u63a8\u85a6\u30e2\u30c7\u30eb\u3092\u5171\u901a\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u65bd\u7b56\u3054\u3068\u306b\u72ec\u7acb\u3057\u305f\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u3001<strong>\u8eca\u8f2a\u306e\u518d\u767a\u660e\u3092\u9632\u6b62<\/strong>\u3067\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n<h3 id=\"\u5171\u901a\u306e\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u306f\u4fbf\u5229\u3060\u304c\u4e07\u80fd\u3067\u306f\u306a\u3044\">\u5171\u901a\u306e\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u306f\u4fbf\u5229\u3060\u304c\u3001\u4e07\u80fd\u3067\u306f\u306a\u3044<\/h3>\n<p>Embedding\u3092\u5171\u901a\u5316\u3057\u305f\u3053\u3068\u3067\u65bd\u7b56\u958b\u767a\u306e\u30b9\u30d4\u30fc\u30c9\u306f\u5927\u304d\u304f\u5411\u4e0a\u3057\u307e\u3057\u305f\u304c\u3001\u4e00\u65b9\u3067\u3001\u3069\u3093\u306a\u65bd\u7b56\u306b\u3082\u4e07\u80fd\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<br \/>\u7a7a\u9593\u3092\u5171\u901a\u306b\u3057\u3066\u3044\u308b\u5206\u3001\u65bd\u7b56\u6bce\u306e\u51fa\u529b\u7d50\u679c\u304c\u4f3c\u901a\u3044\u3084\u3059\u304f\u3001\u7279\u5b9a\u306e\u76ee\u7684\u3084\u6587\u8108\u306b\u5408\u308f\u305b\u305f<strong>\u500b\u6027\u3065\u3051\u304c\u5fc5\u8981\u306b\u306a\u308b\u5834\u9762<\/strong>\u304c\u591a\u304f\u306a\u308b\u61f8\u5ff5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4f8b\u3048\u3070\u3001\u3042\u308b\u65bd\u7b56\u3067\u306f\u65b0\u898f\u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u3057\u3066\u591a\u69d8\u306a\u5546\u54c1\u3092\u63a8\u85a6\u3057\u305f\u3044\u4e00\u65b9\u3067\u3001\u5225\u306e\u65bd\u7b56\u3067\u306f\u65e2\u5b58\u30e6\u30fc\u30b6\u30fc\u306b\u5bfe\u3057\u3066\u55dc\u597d\u306b\u7279\u5316\u3057\u305f\u5546\u54c1\u3092\u63a8\u85a6\u3057\u305f\u3044\u3068\u3057\u307e\u3059\u3002\u5171\u901a\u306e\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u3092\u7528\u3044\u308b\u5834\u5408\u3001<strong>\u540c\u3058\u8ddd\u96e2\u5c3a\u5ea6\u3067\u985e\u4f3c\u5ea6\u3092\u8a08\u7b97\u3059\u308b\u305f\u3081\u3001\u4e21\u8005\u306e\u63a8\u85a6\u7d50\u679c\u304c\u4f3c\u901a\u3063\u3066\u3057\u307e\u3044\u3001\u65bd\u7b56\u3054\u3068\u306e\u76ee\u7684\u306b\u6700\u9069\u5316\u3057\u3065\u3089\u304f\u306a\u308b\u53ef\u80fd\u6027<\/strong>\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u73fe\u5728\u306f\u3001\u5171\u901a\u306eEmbedding\u3092\u30d9\u30fc\u30b9\u306b\u3057\u306a\u304c\u3089\u3001\u65bd\u7b56\u3054\u3068\u306b\u30ea\u30e9\u30f3\u30ad\u30f3\u30b0\u3084\u5f8c\u51e6\u7406\u3092\u8ffd\u52a0\u3057\u3001\u6700\u7d42\u7684\u306a\u63a8\u85a6\u7d50\u679c\u3092\u8abf\u6574\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u65b9\u6cd5\u306b\u3088\u308a\u3001\u5171\u901aEmbedding\u306e\u5229\u70b9\u3092\u6d3b\u304b\u3057\u3064\u3064\u3001\u65bd\u7b56\u3054\u3068\u306e\u500b\u5225\u6700\u9069\u5316\u3082\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"\u307e\u3068\u3081\u3068\u4eca\u5f8c\u306e\u5c55\u671b\">\u307e\u3068\u3081\u3068\u4eca\u5f8c\u306e\u5c55\u671b<\/h2>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u3001ZOZOTOWN\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308bEmbedding\u57fa\u76e4\u306e\u8a2d\u8a08\u3068\u904b\u7528\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002Embedding\u57fa\u76e4\u306e\u5c0e\u5165\u306b\u3088\u308a\u3001\u6b21\u306e\u3088\u3046\u306a\u6210\u679c\u304c\u5f97\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u65bd\u7b56\u5c55\u958b\u306e\u30ea\u30fc\u30c9\u30bf\u30a4\u30e0\u77ed\u7e2e<\/strong>\uff1a\u6570\u30f6\u6708\u304b\u304b\u3063\u3066\u3044\u305f\u65bd\u7b56\u958b\u767a\u304c\u3001\u6570\u9031\u9593\u3001\u5834\u5408\u306b\u3088\u3063\u3066\u306f2\u9031\u9593\u7a0b\u5ea6\u3067\u5b8c\u4e86\u3059\u308b\u3088\u3046\u306b\u306a\u3063\u305f<\/li>\n<li><strong>\u958b\u767a\u30b3\u30b9\u30c8\u306e\u524a\u6e1b<\/strong>\uff1aEmbedding\u3084\u63a8\u85a6\u30e2\u30c7\u30eb\u3092\u5171\u901a\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u8eca\u8f2a\u306e\u518d\u767a\u660e\u3092\u9632\u6b62\u3057\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u8ca0\u8377\u3092\u8efd\u6e1b<\/li>\n<li><strong>\u67d4\u8edf\u306a\u63a8\u85a6\u65bd\u7b56\u3078\u306e\u5bfe\u5fdc<\/strong>\uff1a\u30d0\u30c3\u30c1\u51e6\u7406\u304b\u3089\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u691c\u7d22\u307e\u3067\u3001\u5e45\u5e83\u3044\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u306e\u6d3b\u7528\u3092\u5b9f\u73fe<\/li>\n<\/ul>\n<p>\u4e00\u65b9\u3067\u3001\u5171\u901a\u306e\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u306b\u306f\u9650\u754c\u3082\u3042\u308a\u3001\u65bd\u7b56\u3054\u3068\u306b\u76ee\u7684\u3084\u6587\u8108\u304c\u7570\u306a\u308b\u4e2d\u3067\u6700\u9069\u5316\u304c\u96e3\u3057\u3044\u30b1\u30fc\u30b9\u3082\u898b\u3089\u308c\u307e\u3057\u305f\u3002<br \/>\u73fe\u5728\u306f\u3001<a target=\"_blank\" href=\"https:\/\/techblog.zozo.com\/entry\/module-personalize-phase2\">\u904e\u53bb\u306e\u8a18\u4e8b<\/a>\u3067\u3082\u7d39\u4ecb\u3057\u305f<strong>\u30ab\u30fc\u30c8\u8ffd\u52a0\u6700\u9069\u5316\u30e2\u30c7\u30eb\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305fEmbedding<\/strong>\u3092\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u4eca\u5f8c\u306f\u7570\u306a\u308b\u76ee\u7684\u8ef8\uff08\u305f\u3068\u3048\u3070\u95b2\u89a7\u6700\u9069\u5316\u30e2\u30c7\u30eb\u3084\u753b\u50cf\u30d9\u30fc\u30b9\u306e\u30e2\u30c7\u30eb\u306a\u3069\uff09\u3067\u306eEmbedding\u751f\u6210\u3082\u8996\u91ce\u306b\u5165\u308c\u3001<strong>\u591a\u9762\u7684\u306a\u8868\u73fe\u7a7a\u9593\u306e\u69cb\u7bc9<\/strong>\u3092\u691c\u8a0e\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"\u6700\u5f8c\u306b\">\u6700\u5f8c\u306b<\/h2>\n<p>Embedding\u57fa\u76e4\u306f\u3001<strong>\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u30b9\u30d4\u30fc\u30c9\u3068\u54c1\u8cea\u3092\u4e21\u7acb\u3059\u308b\u5171\u901a\u30a4\u30f3\u30d5\u30e9<\/strong>\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3066\u3044\u307e\u3059\u3002\u4eca\u5f8c\u3082\u904b\u7528\u306e\u77e5\u898b\u3092\u53cd\u6620\u3057\u306a\u304c\u3089\u3001\u67d4\u8edf\u3067\u62e1\u5f35\u6027\u306e\u9ad8\u3044\u5f62\u3078\u3068\u30a2\u30c3\u30d7\u30c7\u30fc\u30c8\u3092\u7d9a\u3051\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>ZOZO\u3067\u306f\u3001\u4e00\u7dd2\u306b\u30b5\u30fc\u30d3\u30b9\u3092\u4f5c\u308a\u4e0a\u3052\u3066\u304f\u308c\u308b\u65b9\u3092\u52df\u96c6\u4e2d\u3067\u3059\u3002\u3054\u8208\u5473\u306e\u3042\u308b\u65b9\u306f\u3001\u4ee5\u4e0b\u306e\u30ea\u30f3\u30af\u304b\u3089\u305c\u3072\u3054\u5fdc\u52df\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><iframe src=\"https:\/\/hatenablog-parts.com\/embed?url=https%3A%2F%2Fcorp.zozo.com%2Frecruit%2F\" title=\"\u63a1\u7528 - \u682a\u5f0f\u4f1a\u793eZOZO\" class=\"embed-card embed-webcard\" scrolling=\"no\" frameborder=\"0\" style=\"display: block; width: 100%; height: 155px; max-width: 500px; margin: 10px 0px;\" loading=\"lazy\"><\/iframe><cite class=\"hatena-citation\"><a target=\"_blank\" href=\"https:\/\/corp.zozo.com\/recruit\/\">corp.zozo.com<\/a><\/cite><\/p>\n<\/div>\n\n<br \/><a href=\"https:\/\/techblog.zozo.com\/entry\/embedding-pf\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u306f\u3058\u3081\u306b \u3053\u3093\u306b\u3061\u306f\u3002\u30c7\u30fc\u30bf\u30b7\u30b9\u30c6\u30e0\u90e8\u30fb\u63a8\u85a6\u57fa\u76e4\u30d6\u30ed\u30c3\u30af\u306e\u4e0a\u570b\u6599\uff08@Kamiko20174481\uff09\u3067\u3059\u3002\u79c1\u305f\u3061\u306e\u30c1\u30fc\u30e0\u306f\u3001ZOZOTOWN\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u30fb\u904b\u7528\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u4e00\u4eba\u3072\u3068\u308a\u306b\u6700\u9069\u306a\u8cfc\u8cb7\u4f53\u9a13\u3092\u5c4a\u3051\u308b\u3053\u3068\u3092\u76ee\u6307 [&hellip;]","protected":false},"author":1,"featured_media":23313,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[2],"tags":[],"class_list":["post-23312","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hatena-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Embedding\u57fa\u76e4\u306e\u69cb\u7bc9\u3068\u904b\u7528 \u2500\u2500 Two-Tower\u30e2\u30c7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u57cb\u3081\u8fbc\u307f\u8868\u73fe\u3092\u5171\u901a\u8cc7\u7523\u306b\u3059\u308b - ZOZO TECH BLOG - \u30dd\u30b1\u30b3\u30f3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/techblog.zozo.com\/entry\/embedding-pf\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Embedding\u57fa\u76e4\u306e\u69cb\u7bc9\u3068\u904b\u7528 \u2500\u2500 Two-Tower\u30e2\u30c7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u57cb\u3081\u8fbc\u307f\u8868\u73fe\u3092\u5171\u901a\u8cc7\u7523\u306b\u3059\u308b - ZOZO TECH BLOG - \u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"og:description\" content=\"\u306f\u3058\u3081\u306b \u3053\u3093\u306b\u3061\u306f\u3002\u30c7\u30fc\u30bf\u30b7\u30b9\u30c6\u30e0\u90e8\u30fb\u63a8\u85a6\u57fa\u76e4\u30d6\u30ed\u30c3\u30af\u306e\u4e0a\u570b\u6599\uff08@Kamiko20174481\uff09\u3067\u3059\u3002\u79c1\u305f\u3061\u306e\u30c1\u30fc\u30e0\u306f\u3001ZOZOTOWN\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u30fb\u904b\u7528\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u4e00\u4eba\u3072\u3068\u308a\u306b\u6700\u9069\u306a\u8cfc\u8cb7\u4f53\u9a13\u3092\u5c4a\u3051\u308b\u3053\u3068\u3092\u76ee\u6307 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/techblog.zozo.com\/entry\/embedding-pf\" \/>\n<meta property=\"og:site_name\" content=\"\u30dd\u30b1\u30b3\u30f3\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-12T03:14:25+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/11\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Fv2Fvasilyjp2F202511112F20251111114258.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1300\" \/>\n\t<meta property=\"og:image:height\" content=\"731\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"info@pokecon.jp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u57f7\u7b46\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"info@pokecon.jp\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/techblog.zozo.com\\\/entry\\\/embedding-pf#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/23312\\\/\"},\"author\":{\"name\":\"info@pokecon.jp\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\"},\"headline\":\"Embedding\u57fa\u76e4\u306e\u69cb\u7bc9\u3068\u904b\u7528 \u2500\u2500 Two-Tower\u30e2\u30c7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u57cb\u3081\u8fbc\u307f\u8868\u73fe\u3092\u5171\u901a\u8cc7\u7523\u306b\u3059\u308b &#8211; ZOZO TECH BLOG\",\"datePublished\":\"2025-11-12T03:14:25+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/23312\\\/\"},\"wordCount\":177,\"image\":{\"@id\":\"https:\\\/\\\/techblog.zozo.com\\\/entry\\\/embedding-pf#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Fv2Fvasilyjp2F202511112F20251111114258.png\",\"articleSection\":[\"\u306f\u3066\u306a\u30d6\u30ed\u30b0\"],\"inLanguage\":\"ja\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/23312\\\/\",\"url\":\"https:\\\/\\\/techblog.zozo.com\\\/entry\\\/embedding-pf\",\"name\":\"Embedding\u57fa\u76e4\u306e\u69cb\u7bc9\u3068\u904b\u7528 \u2500\u2500 Two-Tower\u30e2\u30c7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u57cb\u3081\u8fbc\u307f\u8868\u73fe\u3092\u5171\u901a\u8cc7\u7523\u306b\u3059\u308b - ZOZO TECH BLOG - \u30dd\u30b1\u30b3\u30f3\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/techblog.zozo.com\\\/entry\\\/embedding-pf#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/techblog.zozo.com\\\/entry\\\/embedding-pf#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Fv2Fvasilyjp2F202511112F20251111114258.png\",\"datePublished\":\"2025-11-12T03:14:25+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/techblog.zozo.com\\\/entry\\\/embedding-pf#breadcrumb\"},\"inLanguage\":\"ja\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/techblog.zozo.com\\\/entry\\\/embedding-pf\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/techblog.zozo.com\\\/entry\\\/embedding-pf#primaryimage\",\"url\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Fv2Fvasilyjp2F202511112F20251111114258.png\",\"contentUrl\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Fv2Fvasilyjp2F202511112F20251111114258.png\",\"width\":1300,\"height\":731},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/techblog.zozo.com\\\/entry\\\/embedding-pf#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u30db\u30fc\u30e0\",\"item\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Embedding\u57fa\u76e4\u306e\u69cb\u7bc9\u3068\u904b\u7528 \u2500\u2500 Two-Tower\u30e2\u30c7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u57cb\u3081\u8fbc\u307f\u8868\u73fe\u3092\u5171\u901a\u8cc7\u7523\u306b\u3059\u308b &#8211; ZOZO TECH BLOG\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#website\",\"url\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/\",\"name\":\"\u30dd\u30b1\u30b3\u30f3\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ja\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/#\\\/schema\\\/person\\\/16c9f07b1ba984d165d9aee259bda997\",\"name\":\"info@pokecon.jp\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ja\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g\",\"caption\":\"info@pokecon.jp\"},\"url\":\"https:\\\/\\\/pokecon.jp\\\/job\\\/author\\\/infopokecon-jp\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Embedding\u57fa\u76e4\u306e\u69cb\u7bc9\u3068\u904b\u7528 \u2500\u2500 Two-Tower\u30e2\u30c7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u57cb\u3081\u8fbc\u307f\u8868\u73fe\u3092\u5171\u901a\u8cc7\u7523\u306b\u3059\u308b - ZOZO TECH BLOG - \u30dd\u30b1\u30b3\u30f3","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/techblog.zozo.com\/entry\/embedding-pf","og_locale":"ja_JP","og_type":"article","og_title":"Embedding\u57fa\u76e4\u306e\u69cb\u7bc9\u3068\u904b\u7528 \u2500\u2500 Two-Tower\u30e2\u30c7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u57cb\u3081\u8fbc\u307f\u8868\u73fe\u3092\u5171\u901a\u8cc7\u7523\u306b\u3059\u308b - ZOZO TECH BLOG - \u30dd\u30b1\u30b3\u30f3","og_description":"\u306f\u3058\u3081\u306b \u3053\u3093\u306b\u3061\u306f\u3002\u30c7\u30fc\u30bf\u30b7\u30b9\u30c6\u30e0\u90e8\u30fb\u63a8\u85a6\u57fa\u76e4\u30d6\u30ed\u30c3\u30af\u306e\u4e0a\u570b\u6599\uff08@Kamiko20174481\uff09\u3067\u3059\u3002\u79c1\u305f\u3061\u306e\u30c1\u30fc\u30e0\u306f\u3001ZOZOTOWN\u306e\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u30fb\u904b\u7528\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u4e00\u4eba\u3072\u3068\u308a\u306b\u6700\u9069\u306a\u8cfc\u8cb7\u4f53\u9a13\u3092\u5c4a\u3051\u308b\u3053\u3068\u3092\u76ee\u6307 [&hellip;]","og_url":"https:\/\/techblog.zozo.com\/entry\/embedding-pf","og_site_name":"\u30dd\u30b1\u30b3\u30f3","article_published_time":"2025-11-12T03:14:25+00:00","og_image":[{"width":1300,"height":731,"url":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/11\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Fv2Fvasilyjp2F202511112F20251111114258.png","type":"image\/png"}],"author":"info@pokecon.jp","twitter_card":"summary_large_image","twitter_misc":{"\u57f7\u7b46\u8005":"info@pokecon.jp","\u63a8\u5b9a\u8aad\u307f\u53d6\u308a\u6642\u9593":"1\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/techblog.zozo.com\/entry\/embedding-pf#article","isPartOf":{"@id":"https:\/\/pokecon.jp\/job\/23312\/"},"author":{"name":"info@pokecon.jp","@id":"https:\/\/pokecon.jp\/job\/#\/schema\/person\/16c9f07b1ba984d165d9aee259bda997"},"headline":"Embedding\u57fa\u76e4\u306e\u69cb\u7bc9\u3068\u904b\u7528 \u2500\u2500 Two-Tower\u30e2\u30c7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u57cb\u3081\u8fbc\u307f\u8868\u73fe\u3092\u5171\u901a\u8cc7\u7523\u306b\u3059\u308b &#8211; ZOZO TECH BLOG","datePublished":"2025-11-12T03:14:25+00:00","mainEntityOfPage":{"@id":"https:\/\/pokecon.jp\/job\/23312\/"},"wordCount":177,"image":{"@id":"https:\/\/techblog.zozo.com\/entry\/embedding-pf#primaryimage"},"thumbnailUrl":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/11\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Fv2Fvasilyjp2F202511112F20251111114258.png","articleSection":["\u306f\u3066\u306a\u30d6\u30ed\u30b0"],"inLanguage":"ja"},{"@type":"WebPage","@id":"https:\/\/pokecon.jp\/job\/23312\/","url":"https:\/\/techblog.zozo.com\/entry\/embedding-pf","name":"Embedding\u57fa\u76e4\u306e\u69cb\u7bc9\u3068\u904b\u7528 \u2500\u2500 Two-Tower\u30e2\u30c7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u57cb\u3081\u8fbc\u307f\u8868\u73fe\u3092\u5171\u901a\u8cc7\u7523\u306b\u3059\u308b - ZOZO TECH BLOG - \u30dd\u30b1\u30b3\u30f3","isPartOf":{"@id":"https:\/\/pokecon.jp\/job\/#website"},"primaryImageOfPage":{"@id":"https:\/\/techblog.zozo.com\/entry\/embedding-pf#primaryimage"},"image":{"@id":"https:\/\/techblog.zozo.com\/entry\/embedding-pf#primaryimage"},"thumbnailUrl":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/11\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Fv2Fvasilyjp2F202511112F20251111114258.png","datePublished":"2025-11-12T03:14:25+00:00","author":{"@id":"https:\/\/pokecon.jp\/job\/#\/schema\/person\/16c9f07b1ba984d165d9aee259bda997"},"breadcrumb":{"@id":"https:\/\/techblog.zozo.com\/entry\/embedding-pf#breadcrumb"},"inLanguage":"ja","potentialAction":[{"@type":"ReadAction","target":["https:\/\/techblog.zozo.com\/entry\/embedding-pf"]}]},{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/techblog.zozo.com\/entry\/embedding-pf#primaryimage","url":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/11\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Fv2Fvasilyjp2F202511112F20251111114258.png","contentUrl":"https:\/\/pokecon.jp\/job\/wp-content\/uploads\/2025\/11\/https3A2F2Fcdn-ak.f.st-hatena.com2Fimages2Ffotolife2Fv2Fvasilyjp2F202511112F20251111114258.png","width":1300,"height":731},{"@type":"BreadcrumbList","@id":"https:\/\/techblog.zozo.com\/entry\/embedding-pf#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u30db\u30fc\u30e0","item":"https:\/\/pokecon.jp\/job\/"},{"@type":"ListItem","position":2,"name":"Embedding\u57fa\u76e4\u306e\u69cb\u7bc9\u3068\u904b\u7528 \u2500\u2500 Two-Tower\u30e2\u30c7\u30eb\u306e\u30e6\u30fc\u30b6\u30fc\u30fb\u5546\u54c1\u57cb\u3081\u8fbc\u307f\u8868\u73fe\u3092\u5171\u901a\u8cc7\u7523\u306b\u3059\u308b &#8211; ZOZO TECH BLOG"}]},{"@type":"WebSite","@id":"https:\/\/pokecon.jp\/job\/#website","url":"https:\/\/pokecon.jp\/job\/","name":"\u30dd\u30b1\u30b3\u30f3","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/pokecon.jp\/job\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ja"},{"@type":"Person","@id":"https:\/\/pokecon.jp\/job\/#\/schema\/person\/16c9f07b1ba984d165d9aee259bda997","name":"info@pokecon.jp","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/secure.gravatar.com\/avatar\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2b0549cd9f7907c092ca5fbb283baf72337f235726e4b46fa39ec0b701ac2fe2?s=96&d=wavatar&r=g","caption":"info@pokecon.jp"},"url":"https:\/\/pokecon.jp\/job\/author\/infopokecon-jp\/"}]}},"_links":{"self":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts\/23312","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/comments?post=23312"}],"version-history":[{"count":1,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts\/23312\/revisions"}],"predecessor-version":[{"id":23314,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/posts\/23312\/revisions\/23314"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/media\/23313"}],"wp:attachment":[{"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/media?parent=23312"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/categories?post=23312"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pokecon.jp\/job\/wp-json\/wp\/v2\/tags?post=23312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}