{"id":1635,"date":"2025-04-17T05:00:56","date_gmt":"2025-04-17T12:00:56","guid":{"rendered":"https:\/\/www.couchbase.com\/\/concepts\/resources-concepts-knowledge-graphs\/"},"modified":"2026-07-24T01:40:28","modified_gmt":"2026-07-24T08:40:28","slug":"resources-concepts-knowledge-graphs","status":"publish","type":"concepts","link":"https:\/\/www.couchbase.com\/ja\/resources\/concepts\/knowledge-graphs\/","title":{"rendered":"\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f"},"content":{"rendered":"<div class=\"wp-block-group alignfull wp-block-hero is-layout-constrained wp-container-core-group-is-layout-ec8499da wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-0fd64a4d wp-block-columns-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-container-core-column-is-layout-bdca1ed4 wp-block-column-is-layout-flow\" style=\"flex-basis:45%\">\n<h1 id=\"h-what-are-knowledge-graphs\" class=\"wp-block-heading has-heading-xl-font-size\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h1>\n\n\n\n<p class=\"has-large-font-size wp-block-paragraph\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08\u4eba\u3001\u5834\u6240\u3001\u7269\uff09\u3068\u305d\u306e\u9593\u306e\u95a2\u4fc2\u6027\u3092\u69cb\u9020\u5316\u3057\u3066\u8868\u73fe\u3057\u305f\u3082\u306e\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--md)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ja\/products\/ai-services\/\">AI\u30c7\u30fc\u30bf\u30d7\u30ec\u30fc\u30f3\u3092\u63a2\u308b<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ja\/use-cases\/artificial-intelligence\/\">\u3055\u3089\u306b\u8a73\u3057\u304f<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center hero__media-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:45%\">\n<figure class=\"wp-block-image size-full has-custom-border hero__image\"><img loading=\"lazy\" decoding=\"async\" width=\"399\" height=\"395\" src=\"https:\/\/www.couchbase.com\/\/wp-content\/uploads\/sites\/6\/2026\/07\/full-orange-star.png\" alt=\"\" class=\"wp-image-576\" style=\"border-radius:var(--wp--custom--border-radius--card)\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/full-orange-star.png 399w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/full-orange-star-300x297.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/full-orange-star-12x12.png 12w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/full-orange-star-65x65.png 65w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/full-orange-star-50x50.png 50w\" sizes=\"auto, (max-width: 399px) 100vw, 399px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group basic-content is-layout-constrained wp-container-core-group-is-layout-662a535a wp-block-group-is-layout-constrained\" style=\"margin-top:var(--wp--preset--spacing--xl);margin-bottom:var(--wp--preset--spacing--xl)\">\n<h6 class=\"wp-block-heading\"><strong>\u8981\u7d04<\/strong><\/h6>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08\u30ce\u30fc\u30c9\uff09\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\uff08\u30a8\u30c3\u30b8\uff09\u3001\u5c5e\u6027\uff08\u30d7\u30ed\u30d1\u30c6\u30a3\uff09\u3001\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\uff08\u30b9\u30ad\u30fc\u30de\uff09\u3001\u63a8\u8ad6\u30e1\u30ab\u30cb\u30ba\u30e0\u306b\u4f9d\u5b58\u3057\u3066\u304a\u308a\u3001\u3053\u308c\u3089\u306b\u3088\u3063\u3066\u6a5f\u68b0\u304c\u60c5\u5831\u3092\u7406\u89e3\u3057\u8868\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u53ce\u96c6\u30fb\u51e6\u7406\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u306e\u62bd\u51fa\u3001\u3053\u306e\u60c5\u5831\u306e\u30b0\u30e9\u30d5\u5f62\u5f0f\u3067\u306e\u69cb\u9020\u5316\u3001\u305d\u3057\u3066\u6d1e\u5bdf\u306e\u305f\u3081\u306e\u63a8\u8ad6\u3068\u30af\u30a8\u30ea\u306e\u6709\u52b9\u5316\u306b\u3088\u3063\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001e\u30b3\u30de\u30fc\u30b9\u3001\u91d1\u878d\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u3001\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u7523\u696d\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u304a\u308a\u3001\u691c\u7d22\u6a5f\u80fd\u306e\u5f37\u5316\u3001\u4e0d\u6b63\u691c\u51fa\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u6539\u5584\u306a\u3069\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08\u5b9f\u4f53\uff09\u3001\u6982\u5ff5\u3001\u304a\u3088\u3073\u305d\u308c\u3089\u306e\u9593\u306e\u95a2\u4fc2\u3092\u3001\u6a5f\u68b0\u304c\u7406\u89e3\u3057\u3066\u5229\u7528\u3067\u304d\u308b\u5f62\u5f0f\u3067\u63a5\u7d9a\u3059\u308b\u69cb\u9020\u5316\u3055\u308c\u305f\u60c5\u5831\u306e\u8868\u73fe\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u4eba\u3001\u5834\u6240\u3001\u7269\u306a\u3069\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u8868\u3059\u30ce\u30fc\u30c9\u3068\u3001\u305d\u308c\u3089\u306e\u95a2\u4fc2\u3092\u8868\u3059\u30a8\u30c3\u30b8\u306b\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u76f8\u4e92\u63a5\u7d9a\u3055\u308c\u305f\u60c5\u5831\u306e\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002. <br><br>\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3001\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u3001\u30c7\u30fc\u30bf\u53d6\u5f97\u306e\u5f37\u5316\u3001\u6587\u8108\u7406\u89e3\u306e\u6539\u5584\u3001\u3088\u308a.<br><br>\u3053\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u8aad\u307f\u9032\u3081\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u4ed5\u7d44\u307f\u3068\u69cb\u7bc9\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3055\u3089\u306b\u5b66\u3073\u307e\u3057\u3087\u3046\u3002.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#key\" class=\"scrollToHash\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u4e3b\u8981\u306a\u8981\u7d20<\/a><\/li>\n\n\n\n<li><a href=\"#work\" class=\"scrollToHash\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3057\u307e\u3059\u304b\uff1f<\/a><\/li>\n\n\n\n<li><a href=\"#graphs\" class=\"scrollToHash\">\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3068\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5<\/a><\/li>\n\n\n\n<li><a href=\"#examples\" class=\"scrollToHash\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u4f8b<\/a><\/li>\n\n\n\n<li><a href=\"#use-cases\" class=\"scrollToHash\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/a><\/li>\n\n\n\n<li><a href=\"#benefits\" class=\"scrollToHash\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u30e1\u30ea\u30c3\u30c8<\/a><\/li>\n\n\n\n<li><a href=\"#build\" class=\"scrollToHash\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u69cb\u7bc9\u65b9\u6cd5<\/a><\/li>\n\n\n\n<li><a href=\"#resources\" class=\"scrollToHash\">\u4e3b\u306a\u8981\u70b9\u3068\u305d\u306e\u4ed6\u306e\u30ea\u30bd\u30fc\u30b9<\/a><\/li>\n\n\n\n<li><a href=\"#faq\" class=\"scrollToHash\">\u3088\u304f\u3042\u308b\u3054\u8cea\u554f<\/a><\/li>\n<\/ul>\n\n\n\n<h2 id=\"key\" class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u4e3b\u8981\u306a\u8981\u7d20<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u8aac\u660e\u3059\u308b\u524d\u306b\u3001\u305d\u306e\u6a5f\u80fd\u3092\u652f\u3048\u308b\u8981\u7d20\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u4ed5\u7d44\u307f\u306f\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u57fa\u76e4\u3092\u6210\u3057\u3066\u304a\u308a\u3001\u5b9f\u4e16\u754c\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3084\u305d\u306e\u5c5e\u6027\u3001\u305d\u3057\u3066\u305d\u308c\u3089\u306e\u95a2\u4fc2\u3092\u8868\u73fe\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u307e\u3059\u3002\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u57fa\u672c\u7684\u306a\u69cb\u6210\u8981\u7d20\u306b\u5206\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u304c\u3069\u306e\u3088\u3046\u306b\u6574\u7406\u3055\u308c\u3001\u3069\u306e\u3088\u3046\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <a href=\"https:\/\/www.couchbase.com\/ja\/blog\/what-is-semantic-search\/\">\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22<\/a>, \u3001AI\u99c6\u52d5\u578b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5f37\u5316\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u304c\u60c5\u5831\u3092\u69cb\u9020\u5316\u304a\u3088\u3073\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u306a\u308b\u57fa\u672c\u7684\u306a\u8981\u7d20\u3067\u3059\u3002.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/Knowledge-graph-1.png\" alt=\"Components of a knowledge graph\" style=\"width: 1208px;\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08\u30ce\u30fc\u30c9\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306f\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u69cb\u6210\u8981\u7d20\u3067\u3042\u308a\u3001\u4eba\u3001\u5834\u6240\u3001\u7269\u306a\u3069\u306e\u5b9f\u4e16\u754c\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u542b\u307f\u307e\u3059\u3002\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306f\u610f\u5473\u306e\u3042\u308b\u60c5\u5831\u3092\u4fdd\u6301\u3059\u308b\u30ce\u30fc\u30c9\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u300c\u30a2\u30eb\u30d9\u30eb\u30c8\u30fb\u30a2\u30a4\u30f3\u30b7\u30e5\u30bf\u30a4\u30f3\u300d\u306f\u3001\u751f\u5e74\u6708\u65e5\u3084\u8077\u696d\u3068\u3044\u3063\u305f\u5c5e\u6027\u3092\u6301\u3064\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u306a\u308a\u307e\u3059\u3002\u6700\u7d42\u7684\u306b\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306f\u610f\u5473\u306e\u3042\u308b\u30ea\u30f3\u30af\u306e\u57fa\u76e4\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u95a2\u4fc2\uff08\u30a8\u30c3\u30b8\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u95a2\u4fc2\u6027\u3068\u306f\u3001\u4e8b\u67c4\u540c\u58eb\u306e\u3064\u306a\u304c\u308a\u306e\u3053\u3068\u3067\u3001\u30b0\u30e9\u30d5\u306b\u304a\u3051\u308b\u30a8\u30c3\u30b8\u3092\u5f62\u6210\u3057\u307e\u3059\u3002\u95a2\u4fc2\u6027\u306f\u3001\u4e8b\u67c4\u540c\u58eb\u304c\u3069\u306e\u3088\u3046\u306b\u95a2\u9023\u3057\u3066\u3044\u308b\u304b\u3092\u8a18\u8ff0\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u300c\u30a2\u30eb\u30d9\u30eb\u30c8\u30fb\u30a2\u30a4\u30f3\u30b7\u30e5\u30bf\u30a4\u30f3\u300d\u2192\u300c\u51fa\u8eab\u5730\u300d\u2192\u300c\u30c9\u30a4\u30c4\u300d\u306e\u3088\u3046\u306a\u5177\u5408\u3067\u3059\u3002\u95a2\u4fc2\u6027\u306f\u30c7\u30fc\u30bf\u306b\u6587\u8108\u3092\u4e0e\u3048\u3001\u95a2\u9023\u60c5\u5831\u304c\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3068\u3057\u3066\u63d0\u793a\u3055\u308c\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5c5e\u6027 (\u30d7\u30ed\u30d1\u30c6\u30a3)<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c5e\u6027\u3068\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306b\u95a2\u3059\u308b\u8ffd\u52a0\u60c5\u5831\u3092\u63d0\u4f9b\u3059\u308b\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u56fa\u6709\u306e\u60c5\u5831\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u30d1\u30ea\u300d\u306b\u306f\u300c\u4eba\u53e3\uff1a210\u4e07\u4eba\u300d\u3084\u300c\u56fd\uff1a\u30d5\u30e9\u30f3\u30b9\u300d\u3068\u3044\u3063\u305f\u5c5e\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u5c5e\u6027\u306f\u3001\u5404\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u95a2\u3059\u308b\u91cd\u8981\u306a\u80cc\u666f\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\uff08\u30b9\u30ad\u30fc\u30de\u307e\u305f\u306f\u69cb\u9020\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u30bf\u30a4\u30d7\u3068\u95a2\u4fc2\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30b0\u30e9\u30d5\u306e\u5f62\u5f0f\u3092\u6c7a\u5b9a\u3057\u3001\u305d\u308c\u3092\u5236\u7d04\u3057\u307e\u3059\u3002\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306f\u3001\u4f55\u304c\u3069\u306e\u3088\u3046\u306b\u95a2\u9023\u4ed8\u3051\u3089\u308c\u308b\u304b\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3092\u78ba\u4fdd\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u300c\u4eba\u7269\u300d\u306f\u300c\u6620\u753b\u300d\u306b\u300c\u51fa\u6f14\u300d\u3067\u304d\u308b\u304c\u3001\u300c\u90fd\u5e02\u300d\u306b\u306f\u3067\u304d\u306a\u3044\u3001\u3068\u898f\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u201c<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u8b58\u5225\u5b50\uff08\u4e00\u610f\u306eID\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e6\u30cb\u30fc\u30afID\u306f\u3001\u985e\u4f3c\u3059\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u533a\u5225\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u300cApple\u300d\u3068\u3044\u3046\u5358\u8a9e\u306f\u679c\u7269\u3068\u4f1a\u793e\u306e\u4e21\u65b9\u3092\u6307\u3059\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u308c\u3089\u306f\u4e21\u65b9\u3068\u3082\u30e6\u30cb\u30fc\u30afID\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8b58\u5225\u5b50\u306f\u3001\u30b0\u30e9\u30d5\u3092\u6b63\u78ba\u306b\u3057\u3001\u6df7\u4e71\u3092\u9632\u304e\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u63a8\u8ad6\u3068\u8ad6\u7406<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u63a8\u8ad6\u306b\u3088\u308a\u3001\u30b0\u30e9\u30d5\u306f\u95a2\u4fc2\u304b\u3089\u65b0\u3057\u3044\u63a5\u7d9a\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u3001\u300c\u30b8\u30e7\u30f3\u300d\u304c\u300c\u30a8\u30de\u300d\u306e\u7236\u89aa\u3067\u3042\u308a\u3001\u300c\u30a8\u30de\u300d\u304c\u300c\u30ea\u30a2\u30e0\u300d\u306e\u59c9\u59b9\u3067\u3042\u308b\u5834\u5408\u3001\u30b0\u30e9\u30d5\u306f\u300c\u30b8\u30e7\u30f3\u300d\u304c\u300c\u30ea\u30a2\u30e0\u300d\u306e\u7236\u89aa\u3067\u3042\u308b\u3068\u63a8\u6e2c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u63a8\u8ad6\u306b\u3088\u308a\u3001\u30b0\u30e9\u30d5\u306f\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306b\u306a\u308a\u307e\u3059\u3002.<br><br>\u3053\u308c\u3089\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u9023\u643a\u3057\u3066\u3001\u6574\u7406\u3055\u308c\u305f\u6709\u7528\u306a\u60c5\u5831\u4f53\u3092\u5f62\u6210\u3057\u3001\u3088\u308a\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u691c\u7d22\u304a\u3088\u3073AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002.<\/p>\n\n\n\n<h2 id=\"work\" class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3069\u306e\u3088\u3046\u306b\u6a5f\u80fd\u3057\u307e\u3059\u304b\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u60c5\u5831\u6e90\u304b\u3089\u306e\u60c5\u5831\u3092\u7d71\u5408\u3057\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u305d\u306e\u95a2\u4fc2\u6027\u3092\u7db2\u7f85\u7684\u306b\u7d50\u3073\u3064\u3051\u305f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u305d\u306e\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u3001\u4ee5\u4e0b\u306b\u8a73\u3057\u304f\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/knowledge-graph-2.png\" alt=\"A step-by-step explanation of how knowledge graphs come to fruition\" style=\"width: 907px;\"><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30c6\u30c3\u30d71\uff1a\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30c6\u30ad\u30b9\u30c8\u30d5\u30a1\u30a4\u30eb\u3001API\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u306a\u3069\u306e\u60c5\u5831\u6e90\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53ce\u96c6\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306b\u306f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff08\u4f8b\uff1a\u30b9\u30d7\u30ec\u30c3\u30c9\u30b7\u30fc\u30c8\uff09\u3084 <a href=\"https:\/\/www.couchbase.com\/ja\/resources\/concepts\/unstructured-data\/\">\u975e\u69cb\u9020\u5316\uff08\u4f8b\uff1a\u8a18\u4e8b\u306a\u3069\uff09<\/a>. \u76ee\u7684\u306f\u3001\u5e83\u7bc4\u306a\u77e5\u8b58\u30d9\u30fc\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u53ef\u80fd\u306a\u9650\u308a\u591a\u304f\u306e\u60c5\u5831\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u3067\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30c6\u30c3\u30d7\uff12\uff1a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u95a2\u4fc2\u6027\u306e\u62bd\u51fa<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u56fa\u6709\u8868\u73fe\u8a8d\u8b58\uff08NER\uff09\u3084\u95a2\u4fc2\u62bd\u51fa\u306a\u3069\u306e\u6280\u8853\u3092\u7528\u3044\u3066\u3001\u91cd\u8981\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08\u4eba\u7269\u3001\u5834\u6240\u3001\u7d44\u7e54\u306a\u3069\uff09\u3068\u305d\u306e\u95a2\u4fc2\u6027\u3092\u7279\u5b9a\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u300c\u30d0\u30e9\u30af\u30fb\u30aa\u30d0\u30de\u300d\u304c\u500b\u4eba\u3067\u3042\u308a\u3001\u300c\u30a2\u30e1\u30ea\u30ab\u5408\u8846\u56fd\u300d\u306b\u5bfe\u3057\u3066\u300c\u5927\u7d71\u9818\u3067\u3042\u3063\u305f\u300d\u3068\u3044\u3046\u95a2\u4fc2\u6027\u3092\u6301\u3064\u3053\u3068\u3092\u62bd\u51fa\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u201c<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30c6\u30c3\u30d7\uff13\uff1a\u69cb\u6210\u3068\u6574\u7406<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u53d6\u5f97\u3055\u308c\u305f\u60c5\u5831\u306f\u3001\u901a\u5e38\u3001(\u4e3b\u8a9e, \u8ff0\u8a9e, \u76ee\u7684\u8a9e)\u3068\u3057\u3066\u63d0\u793a\u3055\u308c\u308b\u30c8\u30ea\u30d7\u30eb\u5f62\u5f0f\u3067\u8fd4\u3055\u308c\u307e\u3059\u3002\u4f8b\u3068\u3057\u3066\u306f\u3001(\u30d1\u30ea, \u306f\u9996\u90fd\u3067\u3042\u308b, \u30d5\u30e9\u30f3\u30b9)\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u95a2\u4fc2\u3092\u5206\u985e\u3057\u3066\u3001\u4e00\u8cab\u6027\u304c\u3042\u308a\u610f\u5473\u7684\u306b\u89e3\u91c8\u3067\u304d\u308b\u3088\u3046\u306b\u30b9\u30ad\u30fc\u30de\u307e\u305f\u306f\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3082\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30c6\u30c3\u30d7\uff14\uff1a\u63a8\u8ad6\u3068\u30af\u30a8\u30ea<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6574\u7406\u3055\u308c\u305f\u77e5\u8b58\u30b0\u30e9\u30d5\u306f\u3001\u8ad6\u7406\u898f\u5247\u306b\u57fa\u3065\u3044\u3066\u65b0\u3057\u3044\u4e8b\u5b9f\u3092\u63a8\u8ad6\u3067\u304d\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u300cA\u306fB\u306e\u89aa\u3067\u3042\u308b\u300d\u3068\u300cB\u306fC\u306e\u89aa\u3067\u3042\u308b\u300d\u3068\u3044\u3046\u95a2\u4fc2\u304c\u3042\u308c\u3070\u3001\u30b0\u30e9\u30d5\u306f\u300cA\u306fC\u306e\u7956\u7236\u6bcd\u3067\u3042\u308b\u300d\u3068\u63a8\u8ad6\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306fSPARQL\u306e\u3088\u3046\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u30b0\u30e9\u30d5\u306b\u554f\u3044\u5408\u308f\u305b\u3001\u7684\u3092\u7d5e\u3063\u305f\u60c5\u5831\u3092\u53d6\u5f97\u3067\u304d\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b9\u30c6\u30c3\u30d75\uff1a\u4f7f\u7528\u3068\u66f4\u65b0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u7d42\u7684\u306b\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3001\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3001\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u96fb\u529b\u3092\u4f9b\u7d66\u3057\u3001\u7d71\u5408\u3057\u307e\u3059\u3002 <a href=\"https:\/\/www.couchbase.com\/ja\/blog\/hybrid-search\/\">\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u691c\u7d22<\/a>, <a href=\"https:\/\/www.couchbase.com\/ja\/blog\/what-is-vector-search\/\">\u30d9\u30af\u30bf\u30fc\u30b5\u30fc\u30c1<\/a>\u305d\u3057\u3066 <a href=\"https:\/\/www.couchbase.com\/ja\/blog\/large-language-models-explained\/\">\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb<\/a> \u3088\u308a\u30b9\u30de\u30fc\u30c8\u3067\u3001\u6587\u8108\u306b\u5fdc\u3058\u305f\u5fdc\u7b54\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u5b9a\u671f\u7684\u306a\u66f4\u65b0\u306b\u3088\u308a\u3001\u77e5\u8b58\u306e\u4f53\u7cfb\u5316\u3084\u30a2\u30af\u30bb\u30b9\u306b\u304a\u3044\u3066\u3001\u5e38\u306b\u6b63\u78ba\u304b\u3064\u52d5\u7684\u306a\u72b6\u614b\u3092\u7dad\u6301\u3057\u307e\u3059\u3002.<br><br>\u3053\u306e\u6bb5\u968e\u7684\u306a\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u308a\u3001\u751f\u30c7\u30fc\u30bf\u304c\u76f8\u4e92\u306b\u95a2\u9023\u3057\u5408\u3046\u3001\u77e5\u7684\u306a\u77e5\u8b58\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3078\u3068\u5909\u8c8c\u3092\u9042\u3052\u307e\u3059\u3002.<\/p>\n\n\n\n<h2 id=\"graphs\" class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3068\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5<br>\n<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306f\u3001\u7279\u5b9a\u306e\u95a2\u5fc3\u5206\u91ce\u306b\u304a\u3051\u308b\u6982\u5ff5\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3001\u304a\u3088\u3073\u305d\u308c\u3089\u306e\u76f8\u4e92\u63a5\u7d9a\u3092\u8a18\u8ff0\u3059\u308b\u5f62\u5f0f\u7684\u306a\u69cb\u9020\u3067\u3059\u3002\u30c7\u30fc\u30bf\u3092\u5206\u985e\u304a\u3088\u3073\u89e3\u91c8\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u30eb\u30fc\u30eb\u3001\u30af\u30e9\u30b9\u3001\u304a\u3088\u3073\u30ab\u30c6\u30b4\u30ea\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306f\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3068\u3069\u306e\u3088\u3046\u306b\u95a2\u9023\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u69cb\u9020\u5316\u3057\u3001\u4e00\u8cab\u6027\u3068\u610f\u5473\u8ad6\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306f\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u30d0\u30c3\u30af\u30dc\u30fc\u30f3\u3067\u3042\u308a\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304c\u3069\u306e\u3088\u3046\u306b\u5206\u985e\u3055\u308c\u3001\u30ea\u30f3\u30af\u3055\u308c\u308b\u304b\u3092\u6307\u5b9a\u3057\u307e\u3059\u3002.<br><br><strong>\u4f8b:<\/strong> <br> \u6620\u753b\u77e5\u8b58\u30b0\u30e9\u30d5\u306f\u3001\u4ee5\u4e0b\u3092\u6307\u5b9a\u3059\u308b\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u306b\u5f93\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ff3\u512a\u306f\u6620\u753b\u306b\u51fa\u6f14\u3067\u304d\u307e\u3059<\/li>\n\n\n\n<li>\u76e3\u7763\u306f\u6620\u753b\u3092\u6f14\u51fa\u3067\u304d\u307e\u3059<\/li>\n\n\n\n<li>\u6620\u753b\u306b\u306f\u30b8\u30e3\u30f3\u30eb\u304c\u3042\u308a\u307e\u3059<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e3b\u306a\u9055\u3044 <\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes is-style-stripes--2\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\"><strong>\u7279\u5fb4<\/strong><\/th><th><strong>\u5b58\u5728\u8ad6<\/strong><\/th><th><strong>\u77e5\u8b58\u30b0\u30e9\u30d5<\/strong><\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">\u76ee\u7684<\/td><td>\u30eb\u30fc\u30eb\u3068\u95a2\u4fc2\u3092\u5b9a\u7fa9\u3057\u307e\u3059<\/td><td>\u30ea\u30a2\u30eb\u30ef\u30fc\u30eb\u30c9\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3066\u63a5\u7d9a\u3057\u307e\u3059<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u69cb\u9020<\/td><td>\u6982\u5ff5\u30e2\u30c7\u30eb\uff08\u62bd\u8c61\uff09<\/td><td>\u30c7\u30fc\u30bf\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08\u5b9f\u8df5\uff09<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\u4f7f\u7528\u65b9\u6cd5<\/td><td>\u610f\u5473\u3068\u7406\u7531\u3092\u63d0\u4f9b\u3059\u308b<\/td><td>AI\u4e3b\u5c0e\u306e\u691c\u7d22\u3068\u5206\u6790\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 id=\"examples\" class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--2-xl)\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u4f8b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u306b\u3001\u3088\u304f\u77e5\u3089\u308c\u305f\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u4f8b\u3092\u3044\u304f\u3064\u304b\u793a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Google\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5<\/strong> \u3053\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\uff08\u4eba\u3001\u5834\u6240\u3001\u7269\u306a\u3069\uff09\u9593\u306e\u95a2\u4fc2\u3092\u5b66\u7fd2\u3059\u308b\u3053\u3068\u3067\u691c\u7d22\u7d50\u679c\u3092\u7d5e\u308a\u8fbc\u307f\u307e\u3059\u3002\u6709\u540d\u4eba\u3084\u30e9\u30f3\u30c9\u30de\u30fc\u30af\u306e\u30ca\u30ec\u30c3\u30b8\u30d1\u30cd\u30eb\u306a\u3069\u3001\u691c\u7d22\u7d50\u679c\u3067\u76f4\u63a5\u7684\u306a\u56de\u7b54\u3084\u3001\u3088\u308a\u8a73\u7d30\u3067\u6587\u8108\u306b\u5fdc\u3058\u305f\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>LinkedIn\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5<\/strong> \u3053\u306e\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u306f\u3001\u4eba\u3001\u5f79\u5272\u3001\u30b9\u30ad\u30eb\u3001\u4f01\u696d\u9593\u306e\u95a2\u4fc2\u3092\u53ef\u8996\u5316\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u3042\u306a\u305f\u306e\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u57fa\u3065\u3044\u3066\u3001\u6c42\u4eba\u60c5\u5831\u306e\u63d0\u6848\u3001\u30d3\u30b8\u30cd\u30b9\u4e0a\u306e\u4eba\u8108\u3001\u304a\u3088\u3073\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>Facebook\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u30b0\u30e9\u30d5\uff1a<\/strong> \u3053\u306e\u30b0\u30e9\u30d5\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u3001\u30da\u30fc\u30b8\u3001\u6295\u7a3f\u3001\u3044\u3044\u306d\u3001\u304a\u3088\u3073\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3092\u7d50\u3073\u3064\u3051\u3001\u95a2\u9023\u6027\u306e\u9ad8\u3044\u30b3\u30f3\u30c6\u30f3\u30c4\u3084\u5e83\u544a\u3092\u914d\u4fe1\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u307e\u305f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u306b\u57fa\u3065\u3044\u3066\u95a2\u9023\u6027\u306e\u9ad8\u3044\u6295\u7a3f\u3001\u30b0\u30eb\u30fc\u30d7\u3001\u30a4\u30d9\u30f3\u30c8\u3092\u63a8\u5968\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306e\u5411\u4e0a\u306b\u3082\u5bc4\u4e0e\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>Amazon\u30d7\u30ed\u30c0\u30af\u30c8\u30b0\u30e9\u30d5<\/strong> \u3053\u306e\u30b0\u30e9\u30d5\u306f\u3001\u5546\u54c1\u3001\u30ec\u30d3\u30e5\u30fc\u3001\u304a\u3088\u3073\u9867\u5ba2\u306e\u55dc\u597d\u306b\u95a2\u3059\u308b\u60c5\u5831\u3092\u4f53\u7cfb\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u95b2\u89a7\u5c65\u6b74\u3084\u8cfc\u5165\u5c65\u6b74\u306b\u57fa\u3065\u3044\u3066\u985e\u4f3c\u5546\u54c1\u3084\u95a2\u9023\u5546\u54c1\u3092\u63d0\u6848\u3059\u308b\u3053\u3068\u3067\u3001Amazon\u306e\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30a8\u30f3\u30b8\u30f3\u3092\u652f\u3048\u3066\u3044\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5404\u30b0\u30e9\u30d5\u306f\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u8a8d\u8b58\u578b\u306e\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u306b\u3088\u308a\u3001\u3088\u308a\u826f\u3044\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<h2 id=\"use-cases\" class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u696d\u754c\u3067\u6b21\u306e\u3088\u3046\u306a\u65b9\u6cd5\u3067\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0<\/strong> E\u30b3\u30de\u30fc\u30b9\u3084\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u301c\u306b\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.couchbase.com\/ja\/use-cases\/smart-personalization\/\">\u304a\u3059\u3059\u3081\u306e\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba<\/a>. Amazon\u306f\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u306b\u57fa\u3065\u3044\u3066\u5546\u54c1\u3092\u63d0\u6848\u3057\u3001Netflix\u306f\u8996\u8074\u30d1\u30bf\u30fc\u30f3\u3092\u5206\u6790\u3057\u3066\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u4e0d\u6b63\u691c\u77e5\u3068\u30ea\u30b9\u30af\u5206\u6790<\/strong> \u91d1\u878d\u6a5f\u95a2\u306f\u3001\u53d6\u5f15\u306b\u304a\u3051\u308b\u4e0d\u5be9\u306a\u95a2\u4fc2\u3084\u96a0\u308c\u305f\u30d1\u30bf\u30fc\u30f3\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u4e0d\u6b63\u884c\u70ba\u3092\u691c\u77e5\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u4e0e\u4fe1\u30ea\u30b9\u30af\u306e\u8a55\u4fa1\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u4f53\u5236\u306e\u5f37\u5316\u306b\u3082\u5f79\u7acb\u3063\u3066\u3044\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u533b\u7642\u304a\u3088\u3073\u751f\u7269\u533b\u5b66\u7814\u7a76<\/strong> \u533b\u7642\u5f93\u4e8b\u8005\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u6d3b\u7528\u3057\u3066\u3001\u60a3\u8005\u306e\u8a3a\u7642\u8a18\u9332\u3001\u85ac\u5264\u76f8\u4e92\u4f5c\u7528\u3001\u81e8\u5e8a\u8a66\u9a13\u3092\u7d50\u3073\u3064\u3051\u3066\u3044\u307e\u3059\u3002\u7814\u7a76\u8005\u305f\u3061\u306f\u3001\u3053\u308c\u3092\u6d3b\u7528\u3057\u3066\u5275\u85ac\u3084\u6cbb\u7642\u6cd5\u306e\u9769\u65b0\u3092\u52a0\u901f\u3055\u305b\u3066\u3044\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u8105\u5a01\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9<\/strong> \u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c1\u30fc\u30e0\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u6d3b\u7528\u3057\u3066\u653b\u6483\u30d1\u30bf\u30fc\u30f3\u3084\u60aa\u610f\u306e\u3042\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3092\u5206\u6790\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u8105\u5a01\u306e\u691c\u51fa\u3001\u8106\u5f31\u6027\u306e\u7279\u5b9a\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u306e\u5f37\u5316\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30b9\u30de\u30fc\u30c8\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3068\u81ea\u5f8b\u30b7\u30b9\u30c6\u30e0<\/strong> \u81ea\u52d5\u904b\u8ee2\u8eca\u3084\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u306f\u3001\u7a7a\u9593\u30c7\u30fc\u30bf\u3084IoT\u30c7\u30fc\u30bf\u3092\u69cb\u9020\u5316\u3059\u308b\u305f\u3081\u306b\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u5229\u7528\u3057\u3066\u3044\u307e\u3059\u3002, <a href=\"https:\/\/www.couchbase.com\/ja\/use-cases\/real-time-analytics\/\">\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u610f\u601d\u6c7a\u5b9a\u3092\u53ef\u80fd\u306b\u3059\u308b<\/a> \u304a\u3088\u3073\u81ea\u52d5\u5316\u3002.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"benefits\" class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--xl);margin-bottom:0\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u30e1\u30ea\u30c3\u30c8<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3001\u63a5\u7d9a\u3001\u63a8\u8ad6\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3001AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u30e1\u30ea\u30c3\u30c8\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u4ee5\u4e0b\u306e\u65b9\u6cd5\u3067\u5b9f\u73fe\u3057\u307e\u3059\u3002 <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u691c\u7d22\u3068\u767a\u898b\u306e\u5f37\u5316<\/strong> \u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u95a2\u9023\u3059\u308b\u6982\u5ff5\u3092\u30ea\u30f3\u30af\u3057\u3001\u60c5\u5831\u306e\u65ad\u7247\u9593\u306e\u3064\u306a\u304c\u308a\u3092\u63a8\u6e2c\u3059\u308b\u3053\u3068\u3067\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3068\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u30af\u30a8\u30ea\u5fdc\u7b54\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306f\u3001Web\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3084\u793e\u5185\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u30e6\u30fc\u30b6\u30fc\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002.<\/li>\n\n\n\n<li><strong>\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\uff1a<\/strong> \u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u3084\u597d\u307f\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u3067\u3001\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u3053\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u30e6\u30fc\u30b6\u30fc\u306b\u5408\u308f\u305b\u305f\u304a\u3059\u3059\u3081\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u305f\u308a\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u3063\u305f\u5e83\u544a\u306e\u52b9\u679c\u3092\u9ad8\u3081\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002.\n<\/li>\n\n\n\n<li><strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09<\/strong>  \u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u8a8d\u8b58\u3001\u8cea\u554f\u5fdc\u7b54\uff08QA\uff09\u3001\u30c6\u30ad\u30b9\u30c8\u8981\u7d04\u306a\u3069\u306eNLP\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6a5f\u80fd\u306b\u3088\u308a\u3001\u6a5f\u68b0\u306f\u4eba\u9593\u306e\u3088\u3046\u306a\u56de\u7b54\u3092\u7406\u89e3\u3057\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001 <a href=\"https:\/\/www.couchbase.com\/ja\/blog\/agentic-ai\/\">\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u3068\u30d0\u30fc\u30c1\u30e3\u30eb\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8<\/a>.<\/li>\n<\/ul>\n\n\n\n<h2 id=\"build\" class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u69cb\u7bc9\u65b9\u6cd5<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u77e5\u8b58\u30b0\u30e9\u30d5\u306e\u69cb\u7bc9\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u30b9\u30c6\u30c3\u30d7\u304c\u542b\u307e\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. <strong>\u76ee\u7684\u3068\u7bc4\u56f2\u3092\u5b9a\u7fa9\u3059\u308b<\/strong> \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u95a2\u9023\u3059\u308b\u30c9\u30e1\u30a4\u30f3\u3001\u4e3b\u8981\u306a\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3001\u304a\u3088\u3073\u95a2\u4fc2\u6027\u3092\u7279\u5b9a\u3057\u3066\u304f\u3060\u3055\u3044\u3002.<br>\n2. <strong>\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u51e6\u7406\u3059\u308b<\/strong> \u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff08\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3084API\uff09\u3068\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff08\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u30c6\u30ad\u30b9\u30c8\uff09\u3092\u53ce\u96c6\u3057\u3001\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u3068\u6b63\u898f\u5316\u3092\u884c\u3044\u307e\u3059\u3002.<br>\n3. <strong>\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u95a2\u4fc2\u3092\u7279\u5b9a\u3059\u308b<\/strong> NLP\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u5185\u306e\u4e3b\u8981\u306a\u6982\u5ff5\u3092\u7279\u5b9a\u3057\u3001\u305d\u308c\u3092\u30b0\u30e9\u30d5\u5f62\u5f0f\u3067\u69cb\u9020\u5316\u3057\u307e\u3059\u3002.<br>\n4. <strong>\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u4fdd\u5b58<\/strong> Neo4j \u3084 Amazon Neptune \u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001\u30c7\u30fc\u30bf\u5185\u306e\u95a2\u4fc2\u3092\u4fdd\u5b58\u304a\u3088\u3073\u7ba1\u7406\u3057\u307e\u3059\u3002.<br>\n5. <strong>\u30af\u30a8\u30ea\u3068\u5206\u6790<\/strong> Cypher\u3001Gremlin\u3001SPARQL\u306a\u3069\u306e\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u304b\u3089\u6d1e\u5bdf\u3092\u5f97\u305f\u308a\u3001\u30d1\u30bf\u30fc\u30f3\u3092\u767a\u898b\u3057\u305f\u308a\u3057\u307e\u3059\u3002.<br>\n6. <strong>\u53ef\u8996\u5316\u3057\u3066\u30c7\u30d7\u30ed\u30a4<\/strong> Gephi\u3001Linkurious\u3001GraphX\u306e\u3088\u3046\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u3092\u53ef\u8996\u5316\u3057\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u307e\u3059\u3002.<\/p>\n\n\n\n<h2 id=\"resources\" class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\u4e3b\u306a\u8981\u70b9\u3068\u305d\u306e\u4ed6\u306e\u30ea\u30bd\u30fc\u30b9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u30ea\u30bd\u30fc\u30b9\u3067\u5b66\u3093\u3060\u3053\u3068\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3068\u95a2\u4fc2\u306b\u30c7\u30fc\u30bf\u3092\u69cb\u9020\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u691c\u7d22\u6a5f\u80fd\u306e\u5411\u4e0a\u3001AI\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5f37\u5316\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u652f\u63f4\u3092\u884c\u3044\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3084\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3092\u5f37\u5316\u3057\u3001\u91d1\u878d\u6a5f\u95a2\u304c\u4e0d\u6b63\u3092\u691c\u51fa\u3057\u3001\u533b\u7642\u5c02\u9580\u5bb6\u304c\u60a3\u8005\u30b1\u30a2\u3092\u6539\u5584\u3057\u3001\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5c02\u9580\u5bb6\u304c\u8106\u5f31\u6027\u3092\u691c\u51fa\u3057\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5f37\u5316\u3059\u308b\u3053\u3068\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002.<\/li>\n\n\n\n<li>\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u69cb\u7bc9\u306f\u3001\u30b9\u30b3\u30fc\u30d7\u306e\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306e\u7279\u5b9a\u3001\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6d3b\u7528\u3001\u30a4\u30f3\u30b5\u30a4\u30c8\u306e\u30af\u30a8\u30ea\u3001\u7d50\u679c\u306e\u8996\u899a\u5316\u3092\u542b\u307f\u307e\u3059\u3002.<\/li>\n\n\n\n<li>Neo4j\u3084Amazon Neptune\u306e\u3088\u3046\u306a\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3084\u5206\u6790\u306b\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<\/li>\n\n\n\n<li>Cypher\u3001Gremlin\u3001SPARQL\u306f\u30af\u30a8\u30ea\u306b\u4f7f\u7528\u3055\u308c\u3001Gephi\u3084Linkurious\u306e\u3088\u3046\u306a\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306f\u95a2\u4fc2\u6027\u306e\u63a2\u7d22\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">AI\u306b\u95a2\u9023\u3059\u308b\u6982\u5ff5\u306b\u3064\u3044\u3066\u3055\u3089\u306b\u5b66\u3076\u306b\u306f\u3001\u5f0a\u793e\u306e <a href=\"https:\/\/www.couchbase.com\/ja\/resources\/concepts\/\">\u30cf\u30d6<\/a> \u4ee5\u4e0b\u306e\u30ea\u30bd\u30fc\u30b9\u3082\u3054\u78ba\u8a8d\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u305d\u306e\u4ed6\u306e\u30ea\u30bd\u30fc\u30b9<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.couchbase.com\/ja\/blog\/ai-powered-recommendation-engine-llm-rag\/\">\u30b3\u30f3\u30bb\u30d7\u30c8\u304b\u3089\u30b3\u30fc\u30c9\u3078\uff1aLLM + RAG\u3068Couchbase<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/ja\/blog\/what-is-generative-ai\/\">\u751f\u6210AI\u306f\u3069\u306e\u3088\u3046\u306bCouchbase\u3068\u9023\u643a\u3059\u308b\u306e\u304b<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/ja\/blog\/llm-embeddings\/\">LLM\u57cb\u3081\u8fbc\u307f\u30ac\u30a4\u30c9<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/nlp.stanford.edu\/projects\/kbp\/\">\u30ca\u30ec\u30c3\u30b8\u30d9\u30fc\u30b9\u69cb\u7bc9\uff08KBP\uff09\u2013 \u30b9\u30bf\u30f3\u30d5\u30a9\u30fc\u30c9\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30b0\u30eb\u30fc\u30d7<\/a><\/li>\n<\/ul>\n\n\n\n<h2 id=\"faq\" class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--xl)\">\u3088\u304f\u3042\u308b\u3054\u8cea\u554f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI\u306b\u304a\u3051\u308b\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f <\/strong>AI\u306b\u304a\u3051\u308b\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3001\u6982\u5ff5\u3001\u304a\u3088\u3073\u305d\u308c\u3089\u306e\u95a2\u4fc2\u3092\u63a5\u7d9a\u3059\u308b\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u5316\u3055\u308c\u305f\u8868\u73fe\u3067\u3042\u308a\u3001\u6a5f\u68b0\u306b\u3088\u308b\u7406\u89e3\u3001\u63a8\u8ad6\u3001\u610f\u601d\u6c7a\u5b9a\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002.<br><br><strong>\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u4f55\u306b\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u304b\uff1f<\/strong> \u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u3001\u691c\u7d22\u3001\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3001\u30c7\u30fc\u30bf\u7d71\u5408\u3001\u4eba\u5de5\u77e5\u80fd\u3001\u81ea\u52d5\u63a8\u8ad6\u306e\u6539\u5584\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002.<br><br><strong>\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u9055\u3044\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong> \u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u30ce\u30fc\u30c9\u3068\u30a8\u30c3\u30b8\u3092\u4f7f\u7528\u3057\u3066\u63a5\u7d9a\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u304a\u3088\u3073\u7ba1\u7406\u3059\u308b\u4e00\u65b9\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306f\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3001\u95a2\u4fc2\u3001\u304a\u3088\u3073\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u306e\u7406\u89e3\u3092\u53d6\u308a\u8fbc\u3093\u3067\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u306a\u610f\u5473\u3092\u8ffd\u52a0\u3057\u3001\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30c8\u306a\u63a8\u8ad6\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002.<br><br><strong>\u30c8\u30ea\u30d7\u30eb\u30b9\u30c8\u30a2\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong> \u30c8\u30ea\u30d7\u30eb\u30b9\u30c8\u30a2\u306f\u3001\u4e3b\u8a9e\u30fb\u8ff0\u8a9e\u30fb\u76ee\u7684\u8a9e\u306e\u30c8\u30ea\u30d7\u30eb\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u30fb\u7ba1\u7406\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u308a\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306b\u304a\u3051\u308b\u52b9\u7387\u7684\u306a\u30af\u30a8\u30ea\u3068\u610f\u5473\u8ad6\u7684\u306a\u95a2\u4fc2\u306e\u53d6\u5f97\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002.<br><br><strong>ChatGPT\u306f\u77e5\u8b58\u30b0\u30e9\u30d5\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u304b\uff1f<\/strong> ChatGPT\u306f\u76f4\u63a5\u77e5\u8b58\u30b0\u30e9\u30d5\u3092\u4f7f\u7528\u3057\u307e\u305b\u3093\u304c\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u306b\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull wp-custom-prefooter has-peach-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group wp-custom-prefooter__inner is-layout-constrained wp-container-core-group-is-layout-32cc56da wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-a91057ef wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.34%\">\n<div class=\"wp-block-group wp-custom-prefooter__card has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-293b0a6d wp-block-group-is-layout-flex\"><div class=\"is-size-large wp-elements-7c4a9a276feed18da899846b76291c52 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"13 12 34 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path 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stroke-width=\"0\"\/><\/svg><\/div>\n\n\n<h3 id=\"h-start-building\" class=\"wp-block-heading wp-custom-prefooter__card-title has-heading-sm-font-size\" style=\"margin-top:var(--wp--preset--spacing--xs);margin-bottom:var(--wp--preset--spacing--xs)\">\u5efa\u8a2d\u958b\u59cb<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f53\u793e\u306e\u958b\u767a\u8005\u30dd\u30fc\u30bf\u30eb\u3092\u30c1\u30a7\u30c3\u30af\u3057\u3066\u3001NoSQL\u3092\u63a2\u6c42\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u3092\u95b2\u89a7\u3057\u3001\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u304b\u3089\u59cb\u3081\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto\">\n<div class=\"wp-block-button is-style-outline is-style-outline--3\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ja\/developers\/\" title=\"\u4eca\u3059\u3050\u958b\u767a\u3059\u308b\" 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