{"id":5446,"date":"2025-09-14T02:27:36","date_gmt":"2025-09-14T02:27:36","guid":{"rendered":"https:\/\/pokecon.jp\/job\/?p=5446"},"modified":"2025-09-14T02:27:36","modified_gmt":"2025-09-14T02:27:36","slug":"edge%e3%81%a7%e5%8b%95%e3%81%8fgraphdb-kuzu-graph-database","status":"publish","type":"post","link":"https:\/\/pokecon.jp\/job\/5446\/","title":{"rendered":"Edge\u3067\u52d5\u304fGraphDB &#8211; K\u00f9zu Graph Database"},"content":{"rendered":"\n<\/p>\n<div>\n<h2 id=\"%E8%BB%BD%E9%87%8F%E3%81%A7edge%E3%81%A7%E3%82%82%E5%8B%95%E3%81%8Fgraphdb\" data-line=\"0\" class=\"code-line\">\n \u8efd\u91cf\u3067Edge\u3067\u3082\u52d5\u304fGraphDB<\/h2>\n<p data-line=\"2\" class=\"code-line\">\u3092\u63a2\u3057\u3066\u3044\u305f\u3089\u3001\u3053\u306ekuzuDB\u3068\u3044\u3046\u3082\u306e\u304c\u3042\u308b\u305d\u3046\u3067\u3059\u3002<br style=\"display:none\"\/><br \/>\n<span class=\"embed-block zenn-embedded zenn-embedded-card\"><iframe id=\"zenn-embedded__7211b1d64283\" src=\"https:\/\/embed.zenn.studio\/card#zenn-embedded__7211b1d64283\" data-content=\"https%3A%2F%2Fgithub.com%2Fkuzudb%2Fkuzu\" frameborder=\"0\" scrolling=\"no\" loading=\"lazy\"><\/iframe><\/span><a target=\"_blank\" href=\"https:\/\/github.com\/kuzudb\/kuzu\" style=\"display:none\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/github.com\/kuzudb\/kuzu<\/a><\/p>\n<p data-line=\"5\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/4f561e868a93-20250914.png\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<p data-line=\"7\" class=\"code-line\">\u4e3b\u306bGPT-5\u306b\u307e\u3068\u3081\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u304c\u3001on the Edge\u3067\u52d5\u304f\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u5411\u3051GraphDB\u3068\u3057\u3066\u3060\u3051\u3067\u306a\u304f\u3001Edge RAG\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306e\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306b\u306a\u308b\u53ef\u80fd\u6027\u3082\u3042\u308b\u306a\u3068\u601d\u3044\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"k%C3%B9zu%EF%BC%88kuzudb%EF%BC%89%E3%81%AE%E7%89%B9%E5%BE%B4\" data-line=\"9\" class=\"code-line\">\n K\u00f9zu\uff08KuzuDB\uff09\u306e\u7279\u5fb4<\/h2>\n<p data-line=\"10\" class=\"code-line\">K\u00f9zu\u306f\u3001\u300c\u7d44\u307f\u8fbc\u307f\u578b\uff08embedded\uff09\u300d\u306e\u30d7\u30ed\u30d1\u30c6\u30a3\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08GDBMS\uff09\u3067\u3001\u300c\u5927\u304d\u306a\u30b0\u30e9\u30d5\u306b\u5bfe\u3059\u308b\u8907\u96d1\u306a\u5206\u6790\u30af\u30a8\u30ea\uff0f\u7d50\u5408\u304c\u91cd\u3044\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u300d\u306b\u5411\u3051\u3066\u8a2d\u8a08\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<div class=\"s_table\"><table data-line=\"12\" class=\"code-line\">\n<thead data-line=\"12\" class=\"code-line\">\n<tr data-line=\"12\" class=\"code-line\">\n<th>\u9805\u76ee<\/th>\n<th>\u5185\u5bb9<\/th>\n<\/tr>\n<\/thead>\n<tbody data-line=\"14\" class=\"code-line\">\n<tr data-line=\"14\" class=\"code-line\">\n<td><strong>\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\uff0f\u30af\u30a8\u30ea\u8a00\u8a9e<\/strong><\/td>\n<td>\u30d7\u30ed\u30d1\u30c6\u30a3\u30b0\u30e9\u30d5\u30e2\u30c7\u30eb\u3002\u30ce\u30fc\u30c9\uff08vertex\uff09\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\uff08edge\uff09\u305d\u308c\u305e\u308c\u306b\u30d7\u30ed\u30d1\u30c6\u30a3\u3002\u30b9\u30ad\u30fc\u30de\u3092\u3042\u3089\u304b\u3058\u3081\u5b9a\u7fa9\u3059\u308b\u3002\u30af\u30a8\u30ea\u8a00\u8a9e\u306f <strong>Cypher<\/strong>\u3002 (<a target=\"_blank\" href=\"https:\/\/docs.kuzudb.com\/\" title=\"Documentation | Kuzu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Kuzu<\/a>)<\/td>\n<\/tr>\n<tr data-line=\"15\" class=\"code-line\">\n<td><strong>\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/strong><\/td>\n<td>\u57cb\u3081\u8fbc\u307f\u578b\uff08in\u2010process\uff09\u3067\u52d5\u304f\u3002\u30b5\u30fc\u30d0\u30fc\u3068\u3057\u3066\u5225\u30d7\u30ed\u30bb\u30b9\u3092\u7acb\u3066\u308b\u5fc5\u8981\u304c\u306a\u304f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d44\u307f\u8fbc\u3093\u3067\u4f7f\u3048\u308b\u3002 (<a target=\"_blank\" href=\"https:\/\/docs.kuzudb.com\/\" title=\"Documentation | Kuzu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Kuzu<\/a>)<\/td>\n<\/tr>\n<tr data-line=\"16\" class=\"code-line\">\n<td><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\uff0f\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\uff0f\u5185\u90e8\u69cb\u9020<\/strong><\/td>\n<td>\u30c7\u30a3\u30b9\u30af\u30d9\u30fc\u30b9\u306e\u5217\u6307\u5411\uff08columnar\uff09\u30b9\u30c8\u30ec\u30fc\u30b8\u3002\u96a3\u63a5\u95a2\u4fc2\uff08adjacency list\uff09\uff0f\u7d50\u5408\uff08join\uff09\u7528\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304c CSR\uff08compressed sparse row\uff09\u3084\u5217\u6307\u5411\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u4f7f\u3063\u3066\u3044\u308b\u3002\u30d9\u30af\u30c8\u30eb\u5316\u51e6\u7406\uff08vectorized\uff09\u3001\u56e0\u5b50\u5316\u3055\u308c\u305f\u51e6\u7406\uff08factorized\uff09\u3068\u3044\u3063\u305f query processor \u306e\u6700\u9069\u5316\u304c\u5165\u3063\u3066\u3044\u308b\u3002\u30de\u30eb\u30c1\u30b3\u30a2\u5bfe\u5fdc\u30fb\u4e26\u5217\u51e6\u7406\u3002ACID\uff08\u76f4\u5217\u5316\u53ef\u80fd\u306a\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\uff09\u3092\u30b5\u30dd\u30fc\u30c8\u3002 (<a target=\"_blank\" href=\"https:\/\/docs.kuzudb.com\/\" title=\"Documentation | Kuzu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Kuzu<\/a>)<\/td>\n<\/tr>\n<tr data-line=\"17\" class=\"code-line\">\n<td><strong>\u691c\u7d22\uff0f\u62e1\u5f35\u6a5f\u80fd<\/strong><\/td>\n<td>\u30d5\u30eb\u30c6\u30ad\u30b9\u30c8\u30b5\u30fc\u30c1\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\uff08vector index\uff09\u3001\u30b0\u30e9\u30d5\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u306a\u3069\u3092\u6a19\u6e96\u642d\u8f09\u3002AI\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u5468\u308a\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u7d71\u5408\u306b\u3082\u529b\u3092\u5165\u308c\u3066\u3044\u308b\uff08Parquet, Arrow, Pandas, LangChain\u7b49\uff09 (<a target=\"_blank\" href=\"https:\/\/kuzudb.com\/\" title=\"Kuzu - Embedded, scalable, blazing fast graph database\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Kuzu<\/a>)<\/td>\n<\/tr>\n<tr data-line=\"18\" class=\"code-line\">\n<td><strong>\u30e9\u30a4\u30bb\u30f3\u30b9\u30fbO\/S<\/strong><\/td>\n<td>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\uff08MIT \u30e9\u30a4\u30bb\u30f3\u30b9\uff09\u3002\u305f\u3060\u3057\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30a8\u30c7\u30a3\u30b7\u30e7\u30f3\u3068\u3057\u3066\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30fc\u30f3\u30b5\u30fc\u30d0\u30fc\u5c55\u958b\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff0f\u89b3\u6e2c\u6027\uff0f\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3084\u30ea\u30ab\u30d0\u30ea\u30fc\u7b49\u306e\u8ffd\u52a0\u6a5f\u80fd\u3092\u6301\u3064\u3082\u306e\u3082\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u3002 (<a target=\"_blank\" href=\"https:\/\/kuzudb.com\/\" title=\"Kuzu - Embedded, scalable, blazing fast graph database\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Kuzu<\/a>)<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<h2 id=\"%E9%95%B7%E6%89%80\" data-line=\"23\" class=\"code-line\">\n \u9577\u6240<\/h2>\n<ul data-line=\"25\" class=\"code-line\">\n<li data-line=\"25\" class=\"code-line\">\u7d44\u307f\u8fbc\u307f\u3067\u8efd\u91cf \u2192 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u5c0e\u5165\u304c\u6bd4\u8f03\u7684\u5bb9\u6613<\/li>\n<li data-line=\"26\" class=\"code-line\">\u9ad8\u901f\u306a\u7d50\u5408\uff08joins\uff09\u3001\u5927\u304d\u306a\u30b0\u30e9\u30d5\u306e\u5206\u6790\u30af\u30a8\u30ea\u5411\u3051\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u308b<\/li>\n<li data-line=\"27\" class=\"code-line\">\u6700\u65b0\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u30fb\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u69cb\u9020\uff08CSR, \u5217\u6307\u5411, vectorized\u7b49\uff09\u3092\u4f7f\u3063\u3066\u901f\u5ea6\u3092\u8ffd\u6c42<\/li>\n<li data-line=\"28\" class=\"code-line\">\u30d7\u30ed\u30d1\u30c6\u30a3\u30b0\u30e9\u30d5\u3068Cypher\u3092\u4f7f\u3046\u305f\u3081\u3001Neo4j\u7b49\u3068\u306e\u89aa\u548c\u6027\u304c\u3042\u308b\uff08\u5b66\u7fd2\u30b3\u30b9\u30c8\u4f4e\u3081\uff09<\/li>\n<li data-line=\"29\" class=\"code-line\">RDBMS\u7b49\uff0f\u5217\u30b9\u30c8\u30a2\u578bDB\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\u3068\u306e\u76f8\u6027\u304c\u826f\u304f\u3001\u65e2\u5b58\u30c7\u30fc\u30bf\u3092\u30b0\u30e9\u30d5\u3068\u3057\u3066\u6271\u3044\u305f\u3044\u7528\u9014\u306b\u4fbf\u5229<\/li>\n<\/ul>\n<h2 id=\"%E7%9F%AD%E6%89%80%EF%BC%8F%E5%88%B6%E9%99%90%E7%9A%84%E3%81%AA%E7%82%B9\" data-line=\"31\" class=\"code-line\">\n \u77ed\u6240\uff0f\u5236\u9650\u7684\u306a\u70b9<\/h2>\n<ul data-line=\"33\" class=\"code-line\">\n<li data-line=\"33\" class=\"code-line\">\u5206\u6563\u69cb\u7bc9\uff08\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u30fb\u30b7\u30e3\u30fc\u30c9\u30fb\u30de\u30eb\u30c1\u30de\u30b7\u30f3\u74b0\u5883\uff09\u3067\u306e\u4f7f\u7528\u4f8b\u30fb\u30b5\u30dd\u30fc\u30c8\u304c\u5341\u5206\u304b\u3069\u3046\u304b\u4e0d\u660e\uff082025\/9\u6642\u70b9\uff09<\/li>\n<li data-line=\"34\" class=\"code-line\">\u30b9\u30ad\u30fc\u30de\u5909\u66f4\u3084\u8907\u96d1\u306a\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08\uff08\u30cd\u30b9\u30c8\u30fb\u8907\u5408\u30ad\u30fc\u306a\u3069\uff09\u306e\u5236\u9650\u304c\u3042\u308b\u5834\u5408\u3042\u308a\uff08\u4f8b\uff1a\u73fe\u72b6\u300c\u8907\u5408\u30ad\u30fc\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u306a\u3044\u300d\u3068\u306e\u8a18\u8ff0\u304c\u4f7f\u308f\u308c\u3066\u3044\u308b\u4f8b\u3042\u308a\uff09<br \/><a target=\"_blank\" href=\"https:\/\/fithis2001.medium.com\/a-graph-gold-model-for-the-imdb-dataset-36396fc3944f\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/fithis2001.medium.com\/a-graph-gold-model-for-the-imdb-dataset-36396fc3944f<\/a>\n<\/li>\n<li data-line=\"36\" class=\"code-line\">\u7d44\u307f\u8fbc\u307f\u578b\u306a\u306e\u3067\u3001\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30af\u30e9\u30a6\u30c9DB\u30b5\u30fc\u30d3\u30b9\u306e\u3088\u3046\u306a\u904b\u7528\u7ba1\u7406\u6a5f\u80fd\uff08HA \u3084\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u30fb\u30d5\u30a9\u30fc\u30eb\u30c8\u30c8\u30ec\u30e9\u30f3\u30b9\u7b49\uff09\u306e\u4e00\u90e8\u306f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u6a5f\u80fd\u304c\u5fc5\u8981<\/li>\n<li data-line=\"37\" class=\"code-line\">\u30b5\u30fc\u30d0\u30fc\u578b\u30fb\u30af\u30e9\u30b9\u30bf\u578b\u306e\u30b0\u30e9\u30d5DB\u306b\u6bd4\u3079\u308b\u3068\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\uff08\u5358\u4e00\u30de\u30b7\u30f3\u5185\u3067\u306e\u30e1\u30e2\u30ea\u30fb\u30c7\u30a3\u30b9\u30af\u5bb9\u91cf\uff09\u306b\u306f\u9650\u754c\u304c\u3042\u308b<\/li>\n<\/ul>\n<h2 id=\"%E7%AB%B6%E5%90%88\" data-line=\"39\" class=\"code-line\">\n \u7af6\u5408<\/h2>\n<div class=\"s_table\"><table data-line=\"40\" class=\"code-line\">\n<thead data-line=\"40\" class=\"code-line\">\n<tr data-line=\"40\" class=\"code-line\">\n<th>\u88fd\u54c1<\/th>\n<th>\u7279\u9577\uff0f\u5f37\u307f<\/th>\n<th>K\u00f9zu \u3068\u306e\u5dee\u7570\u30fb\u52dd\u3061\u3069\u3053\u308d\u30fb\u5f31\u70b9\u306b\u306a\u308b\u3068\u3053\u308d<\/th>\n<\/tr>\n<\/thead>\n<tbody data-line=\"42\" class=\"code-line\">\n<tr data-line=\"42\" class=\"code-line\">\n<td><strong>Neo4j<\/strong><\/td>\n<td>\u30d7\u30ed\u30d1\u30c6\u30a3\u30b0\u30e9\u30d5\u306e\u8001\u8217\u3002\u8c4a\u5bcc\u306a\u6a5f\u80fd\u3001\u5546\u7528\u30b5\u30dd\u30fc\u30c8\u5145\u5b9f\u3001\u5206\u6563\uff0f\u30af\u30e9\u30b9\u30bf\u69cb\u6210\u3002\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u30fb\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u304c\u6574\u3063\u3066\u3044\u308b\u3002<\/td>\n<td>K\u00f9zu \u306f\u7d44\u307f\u8fbc\u307f\u578b\u3067\u8efd\u91cf\u3001\u9ad8\u901f\u3002Neo4j \u306f\u30b5\u30fc\u30d0\u30fc\u578b\u3067\u5927\u898f\u6a21\u5c55\u958b\u306b\u5f37\u3044\u3002\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3067 K\u00f9zu \u304c\u512a\u308c\u308b\u30b1\u30fc\u30b9\u3082\u3002\u3060\u304c Neo4j \u306f\u6210\u719f\u5ea6\u30fb\u904b\u7528\u4f53\u5236\u3067\u52dd\u308b\u3002<\/td>\n<\/tr>\n<tr data-line=\"43\" class=\"code-line\">\n<td><strong>TigerGraph<\/strong><\/td>\n<td>MPP\uff08Massively Parallel Processing\uff09\u578b\u3067\u5927\u898f\u6a21\u30b0\u30e9\u30d5\u89e3\u6790\u306b\u5f37\u307f\u3002\u30d3\u30b8\u30e5\u30a2\u30eb\u30af\u30a8\u30ea\u3084 GSQL\u7b49\u306e\u72ec\u81ea\u8a00\u8a9e\u3084\u4f7f\u3044\u52dd\u624b\u3082\u5de5\u592b\u3055\u308c\u3066\u3044\u308b\u3002<\/td>\n<td>K\u00f9zu \u306f\u5206\u6563\/\u30af\u30e9\u30b9\u30bf\u3067\u306e\u80fd\u529b\u306f\u305d\u3053\u307e\u3067\u5831\u544a\u3055\u308c\u3066\u3044\u306a\u3044\u3002TigerGraph \u304c\u5fc5\u8981\u306a\u898f\u6a21\u3060\u3068 K\u00f9zu \u5358\u4f53\u3067\u306f\u8db3\u308a\u306a\u3044\u53ef\u80fd\u6027\u3002<\/td>\n<\/tr>\n<tr data-line=\"44\" class=\"code-line\">\n<td><strong>NebulaGraph<\/strong><\/td>\n<td>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3001\u5206\u6563\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002\u5de8\u5927\u306a\u30b0\u30e9\u30d5\u30fb\u8907\u6570\u30ce\u30fc\u30c9\u69cb\u6210\u3067\u306e\u9ad8\u53ef\u7528\u6027\uff0f\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3002<\/td>\n<td>K\u00f9zu \u306e\u307b\u3046\u304c\u7d44\u307f\u8fbc\u307f\u6027\u3084\u30a2\u30d7\u30ea\u3078\u306e\u7d71\u5408\u3084\u8efd\u3055\u3067\u306f\u512a\u308c\u308b\u304c\u3001NebulaGraph \u306e\u307b\u3046\u304c\u30af\u30e9\u30b9\u30bf\u74b0\u5883\u3067\u306e\u5927\u898f\u6a21\u5229\u7528\u306b\u8010\u3048\u308b\u8a2d\u8a08\u3002<\/td>\n<\/tr>\n<tr data-line=\"45\" class=\"code-line\">\n<td><strong>ArangoDB<\/strong><\/td>\n<td>\u30de\u30eb\u30c1\u30e2\u30c7\u30eb DB\uff08\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff0f\u30b0\u30e9\u30d5\uff0f\u30ad\u30fc\u5024\u306a\u3069\uff09\u3092\u30b5\u30dd\u30fc\u30c8\u3002\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306e\u67d4\u8edf\u6027\u304c\u9ad8\u3044\u3002<\/td>\n<td>K\u00f9zu \u306f\u30b0\u30e9\u30d5\u7279\u5316\u3001\u30d7\u30ed\u30d1\u30c6\u30a3\u30b0\u30e9\u30d5\u30e2\u30c7\u30eb\u3002\u3082\u3057\u30a2\u30d7\u30ea\u3067\u8907\u6570\u30e2\u30c7\u30eb\uff08\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\uff0b\u30b0\u30e9\u30d5\u306a\u3069\uff09\u304c\u5fc5\u8981\u306a\u3089 ArangoDB \u306e\u65b9\u304c\u67d4\u8edf\u3002<\/td>\n<\/tr>\n<tr data-line=\"46\" class=\"code-line\">\n<td><strong>Amazon Neptune \/ Azure Cosmos DB \/ Google Cloud Graph \u578b\u30b5\u30fc\u30d3\u30b9<\/strong><\/td>\n<td>\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u3001\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3001\u53ef\u7528\u6027\uff0f\u904b\u7528\u306b\u5f37\u307f\u3002<\/td>\n<td>K\u00f9zu \u306f\u57cb\u3081\u8fbc\u307f\u578b\u3067\u30ed\u30fc\u30ab\u30eb\u51e6\u7406\uff0f\u30a2\u30d7\u30ea\u5185\u51e6\u7406\u304c\u5f97\u610f\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u5206\u6563\u3084 SLA \u5fc5\u9808\u306e\u7528\u9014\u3067\u306f\u30cd\u30a4\u30c6\u30a3\u30d6\u30af\u30e9\u30a6\u30c9DB\u306e\u65b9\u304c\u5b89\u5fc3\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<h2 id=\"%E5%AE%9F%E4%BE%8B%E3%83%BB%E3%83%99%E3%83%B3%E3%83%81%E3%83%9E%E3%83%BC%E3%82%AF%E3%83%BB%E3%83%A6%E3%83%BC%E3%82%B9%E3%82%B1%E3%83%BC%E3%82%B9\" data-line=\"48\" class=\"code-line\">\n \u5b9f\u4f8b\u30fb\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30fb\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/h2>\n<p data-line=\"50\" class=\"code-line\">\u3044\u304f\u3064\u304b\u306e\u5b9f\u4f8b\u3084\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<h4 id=\"neo4j%E3%81%A8%E3%81%AE%E3%83%99%E3%83%B3%E3%83%81%E3%83%9E%E3%83%BC%E3%82%AF%E6%AF%94%E8%BC%83\" data-line=\"52\" class=\"code-line\">\n Neo4j\u3068\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u6bd4\u8f03<\/h4>\n<p data-line=\"53\" class=\"code-line\">\u4eba\u2010\u95a2\u5fc3\u2010\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u4eba\u5de5\u306e\u30bd\u30fc\u30b7\u30e3\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u9020\u3092\u6301\u3064\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u3066\u3001Cypher\u30af\u30a8\u30ea\u306b\u3064\u3044\u3066K\u00f9zu\u3068Neo4j Community Edition\u3092\u6bd4\u8f03\u3057\u305f\u7814\u7a76\u304c\u3042\u308b\u3002K\u00f9zu \u306e\u65b9\u304c\u304b\u306a\u308a\u9ad8\u901f\u3067\u3042\u308b\u3068\u3044\u3046\u7d50\u8ad6\u3092\u51fa\u3057\u305f\u3082\u306e\u3002<br style=\"display:none\"\/><br \/>\n<span class=\"embed-block zenn-embedded zenn-embedded-card\"><iframe id=\"zenn-embedded__8c37987b2486f\" src=\"https:\/\/embed.zenn.studio\/card#zenn-embedded__8c37987b2486f\" data-content=\"https%3A%2F%2Fthedataquarry.com%2Fblog%2Fembedded-db-2\" frameborder=\"0\" scrolling=\"no\" loading=\"lazy\"><\/iframe><\/span><a target=\"_blank\" href=\"https:\/\/thedataquarry.com\/blog\/embedded-db-2\" style=\"display:none\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/thedataquarry.com\/blog\/embedded-db-2<\/a><\/p>\n<h4 id=\"relational%E2%86%92graph%E3%83%87%E3%83%BC%E3%82%BF%E5%A4%89%E6%8F%9B\" data-line=\"56\" class=\"code-line\">\n Relational\u2192Graph\u30c7\u30fc\u30bf\u5909\u63db<\/h4>\n<p data-line=\"57\" class=\"code-line\">\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u3092\u305d\u306e\u307e\u307e\u30b0\u30e9\u30d5\u30b9\u30ad\u30fc\u30de\u306b\u843d\u3068\u3057\u8fbc\u3093\u3067\u3001\u30ce\u30fc\u30c9\uff0f\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30c6\u30fc\u30d6\u30eb\u3068\u3057\u3066\u6271\u3044\u3001\u30b0\u30e9\u30d5\u30af\u30a8\u30ea\u3092\u884c\u3046\u4f8b\u3002\u65e2\u5b58\u30c7\u30fc\u30bf\u3092\u6d3b\u304b\u3059\u7528\u9014\u3067\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3002<br style=\"display:none\"\/><br \/>\n<span class=\"embed-block zenn-embedded zenn-embedded-card\"><iframe id=\"zenn-embedded__e26900389ead4\" src=\"https:\/\/embed.zenn.studio\/card#zenn-embedded__e26900389ead4\" data-content=\"https%3A%2F%2Fblog.kuzudb.com%2Fpost%2Ftransforming-your-data-to-graphs-1\" frameborder=\"0\" scrolling=\"no\" loading=\"lazy\"><\/iframe><\/span><a target=\"_blank\" href=\"https:\/\/blog.kuzudb.com\/post\/transforming-your-data-to-graphs-1\" style=\"display:none\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/blog.kuzudb.com\/post\/transforming-your-data-to-graphs-1<\/a><\/p>\n<h4 id=\"%E9%9D%9E%E6%A7%8B%E9%80%A0%E5%8C%96%E3%83%87%E3%83%BC%E3%82%BF%E3%81%8B%E3%82%89%E3%81%AE%E3%82%B0%E3%83%A9%E3%83%95%E5%A4%89%E6%8F%9B\" data-line=\"60\" class=\"code-line\">\n \u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u304b\u3089\u306e\u30b0\u30e9\u30d5\u5909\u63db<\/h4>\n<p data-line=\"61\" class=\"code-line\">PDF\uff0f\u753b\u50cf\uff0f\u30c6\u30ad\u30b9\u30c8\u306a\u3069\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092LLM \u3084\u5c02\u7528\u51e6\u7406\uff08\u4f8b\uff1aBAML\uff09\u3067\u69cb\u9020\u5316 JSON \u306b\u5909\u63db\u3057\u3001K\u00f9zu \u306b\u53d6\u308a\u8fbc\u3093\u3067\u30b0\u30e9\u30d5\u3068\u3057\u3066\u30af\u30a8\u30ea\u3059\u308b\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3002 Q&amp;A\uff0f\u60c5\u5831\u62bd\u51fa\uff0f\u691c\u7d22\u88dc\u52a9\u578b\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u4f7f\u3048\u308b\u3002<br \/><a target=\"_blank\" href=\"https:\/\/blog.kuzudb.com\/post\/unstructured-data-to-graph-baml-kuzu\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Kuzu Blog<\/a><\/p>\n<p data-line=\"64\" class=\"code-line\"><img decoding=\"async\" src=\"https:\/\/storage.googleapis.com\/zenn-user-upload\/fc4190584dab-20250914.png\" class=\"md-img\" loading=\"lazy\"\/><\/p>\n<h4 id=\"gitlab-knowledge-graph\" data-line=\"66\" class=\"code-line\">\n gitlab knowledge graph<\/h4>\n<p data-line=\"67\" class=\"code-line\">\u8efd\u91cf\u3067\u9ad8\u901f\u3068\u3044\u3046\u7406\u7531\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u3053\u306e\u304f\u3089\u3044\u8907\u96d1\u305d\u3046\u306a\u30b5\u30fc\u30d3\u30b9\u3067\u3082\u4f7f\u308f\u308c\u3066\u3044\u308b\u3002<br style=\"display:none\"\/><br \/>\n<span class=\"embed-block zenn-embedded zenn-embedded-card\"><iframe id=\"zenn-embedded__a732cf92d8c18\" src=\"https:\/\/embed.zenn.studio\/card#zenn-embedded__a732cf92d8c18\" data-content=\"https%3A%2F%2Fgitlab-org.gitlab.io%2Frust%2Fknowledge-graph%2F\" frameborder=\"0\" scrolling=\"no\" loading=\"lazy\"><\/iframe><\/span><a target=\"_blank\" href=\"https:\/\/gitlab-org.gitlab.io\/rust\/knowledge-graph\/\" style=\"display:none\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">https:\/\/gitlab-org.gitlab.io\/rust\/knowledge-graph\/<\/a><\/p>\n<h2 id=\"k%C3%B9zu%E3%81%8C%E5%BE%97%E6%84%8F%E3%81%AA%E3%82%B1%E3%83%BC%E3%82%B9\" data-line=\"71\" class=\"code-line\">\n K\u00f9zu\u304c\u5f97\u610f\u306a\u30b1\u30fc\u30b9<\/h2>\n<ul data-line=\"73\" class=\"code-line\">\n<li data-line=\"73\" class=\"code-line\">\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u90e8\u3067\u3001\u30b0\u30e9\u30d5\u69cb\u9020\u3092\u6271\u3044\u305f\u3044\u304c\u3001\u91cd\u3044\u30b5\u30fc\u30d0\u578bDB\u3092\u7acb\u3066\u305f\u304f\u306a\u3044\uff0f\u904b\u7528\u304c\u5927\u5909\u306a\u74b0\u5883 \u2192 \u7d44\u307f\u8fbc\u307f\u3067\u4f7f\u3048\u308b\u70b9\u304c\u5f37\u307f<\/li>\n<li data-line=\"74\" class=\"code-line\">\u77e5\u8b58\u30b0\u30e9\u30d5 (knowledge graph)\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u8907\u96d1\u306a\u30d1\u30b9\u63a2\u7d22\u30fb\u7d50\u5408\u304c\u591a\u6570\u3042\u308b\u5206\u6790\u578b\u30af\u30a8\u30ea<\/li>\n<li data-line=\"75\" class=\"code-line\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\uff0f\u6a5f\u68b0\u5b66\u7fd2\u7528\u9014\u3067\u3001\u30b0\u30e9\u30d5\u3092\u4f7f\u3063\u305f\u524d\u51e6\u7406\u3084\u63a2\u7d22\u7684\u5206\u6790\u3092\u624b\u8efd\u306b\u884c\u3044\u305f\u3044\u4eba\uff0f\u30c1\u30fc\u30e0<\/li>\n<li data-line=\"76\" class=\"code-line\">\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u69cb\u9020\u5316AI\uff0fLLM \u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u30b0\u30e9\u30d5\u306b\u843d\u3068\u3057\u3066\u63a2\u7d22\u3057\u305f\u3044\u7528\u9014<\/li>\n<\/ul>\n<h2 id=\"%E9%80%86%E3%81%AB%E5%90%91%E3%81%8B%E3%81%AA%E3%81%84%EF%BC%8F%E6%85%8E%E9%87%8D%E3%81%AB%E3%81%AA%E3%82%8B%E3%81%B9%E3%81%8D%E7%94%A8%E9%80%94\" data-line=\"78\" class=\"code-line\">\n \u9006\u306b\u5411\u304b\u306a\u3044\uff0f\u614e\u91cd\u306b\u306a\u308b\u3079\u304d\u7528\u9014<\/h2>\n<ul data-line=\"79\" class=\"code-line\">\n<li data-line=\"79\" class=\"code-line\">\u8d85\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u8907\u6570\u30b5\u30fc\u30d0\u30fc\u3067\u5206\u6563\u3055\u305b\u3066\u904b\u7528\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u3068\u304d\uff08\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\uff0f\u5206\u6563\u51e6\u7406\u304c\u5341\u5206\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\uff09<\/li>\n<li data-line=\"80\" class=\"code-line\">\u5546\u7528SLA\u3084\u9ad8\u53ef\u7528\u6027\u30fb\u76e3\u67fb\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u304c\u975e\u5e38\u306b\u9ad8\u3044\u7d44\u7e54\uff08\u305f\u3060\u3057 Enterprise\u7248\u3067\u3053\u3046\u3057\u305f\u6a5f\u80fd\u3092\u88dc\u3063\u3066\u3044\u304f\u53ef\u80fd\u6027\u3042\u308a\uff09<\/li>\n<\/ul>\n<\/div>\n\n<br \/><a href=\"https:\/\/zenn.dev\/headwaters\/articles\/56f53f6c191d03\">\u5143\u306e\u8a18\u4e8b\u3092\u78ba\u8a8d\u3059\u308b <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u8efd\u91cf\u3067Edge\u3067\u3082\u52d5\u304fGraphDB \u3092\u63a2\u3057\u3066\u3044\u305f\u3089\u3001\u3053\u306ekuzuDB\u3068\u3044\u3046\u3082\u306e\u304c\u3042\u308b\u305d\u3046\u3067\u3059\u3002 https:\/\/github.com\/kuzudb\/kuzu \u4e3b\u306bGPT-5\u306b\u307e\u3068\u3081\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u304c\u3001on the Edg [&hellip;]","protected":false},"author":1,"featured_media":5447,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4],"tags":[],"class_list":["post-5446","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-company-tec"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Edge\u3067\u52d5\u304fGraphDB - K\u00f9zu Graph Database - 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