{"id":1244,"date":"2024-10-07T17:43:57","date_gmt":"2024-10-07T08:43:57","guid":{"rendered":"https:\/\/www.mindware-jp.com\/ja\/?p=1244"},"modified":"2024-10-07T22:46:38","modified_gmt":"2024-10-07T13:46:38","slug":"%e3%83%8a%e3%83%ac%e3%83%83%e3%82%b8%e3%82%b0%e3%83%a9%e3%83%95%e3%81%be%e3%81%a8%e3%82%813","status":"publish","type":"post","link":"http:\/\/www.mindware-jp.com\/ja\/2024\/10\/07\/%e3%83%8a%e3%83%ac%e3%83%83%e3%82%b8%e3%82%b0%e3%83%a9%e3%83%95%e3%81%be%e3%81%a8%e3%82%813\/","title":{"rendered":"\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u307e\u3068\u3081(3)"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u304a\u85a6\u3081\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u88fd\u54c1<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u5e02\u5834\u306b\u306f\u3001\u6570\u591a\u304f\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304c\u4e71\u7acb\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u3089\u306e\u88fd\u54c1\u306f\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u304b\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308c\u76ee\u7684\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u304c\u3067\u304d\u305d\u3046\u3067\u3059\u3002\u3053\u3053\u3067\u306fChatGPT 4o\u3067\u9855\u8457\u306a\u7279\u5fb4\u3092\u6301\u3064\u88fd\u54c1\u306b\u7d5e\u3063\u3066\u3001\u3088\u308a\u8a73\u7d30\u306b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Neo4j\u3068\u306e\u9023\u643a<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Neo4j<\/strong>\u3068\u9023\u643a\u306b\u512a\u308c\u305f\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u88fd\u54c1\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30c4\u30fc\u30eb\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001Neo4j\u306e\u5f37\u529b\u306a\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6a5f\u80fd\u3092\u6d3b\u304b\u3057\u306a\u304c\u3089\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u69cb\u7bc9\u3084\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u3001\u5206\u6790\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u884c\u3048\u308b\u3088\u3046\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>GraphAware Hume<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Hume\u306f\u3001GraphAware\u304c\u958b\u767a\u3057\u305f\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u7279\u306bNeo4j\u3068\u306e\u6df1\u3044\u7d71\u5408\u304c\u53ef\u80fd\u3067\u3059\u3002Hume\u306f\u3001Neo4j\u4e0a\u306e\u30c7\u30fc\u30bf\u3092\u76f4\u611f\u7684\u306b\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306e\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u3001AI\u306b\u3088\u308b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u3068\u9023\u643a\u3057\u3066\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5229\u70b9<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Neo4j\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u53ef\u8996\u5316\u3084\u30af\u30a8\u30ea\u306e\u5b9f\u884c\u304c\u7c21\u5358\u3002<\/li>\n\n\n\n<li>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u6d3b\u7528\u3057\u3066\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092Neo4j\u306b\u30a4\u30f3\u30b8\u30a7\u30af\u30b7\u30e7\u30f3\u3057\u3066\u5206\u6790\u53ef\u80fd\u3002<\/li>\n\n\n\n<li>\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306e\u6d1e\u5bdf\u3092\u8996\u899a\u7684\u306b\u53d6\u5f97\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>Bloom (Neo4j Bloom)<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Neo4j\u793e\u81ea\u8eab\u304c\u63d0\u4f9b\u3059\u308b\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u3067\u3001\u7279\u306bNeo4j\u306e\u30c7\u30fc\u30bf\u306e\u63a2\u7d22\u3068\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u8996\u899a\u5316\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u5c02\u9580\u7684\u306a\u30b0\u30e9\u30d5\u30af\u30a8\u30ea\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u30c7\u30fc\u30bf\u3092\u63a2\u7d22\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30d3\u30b8\u30cd\u30b9\u30e6\u30fc\u30b6\u30fc\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306b\u3068\u3063\u3066\u4f7f\u3044\u3084\u3059\u3044\u8a2d\u8a08\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5229\u70b9<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u3092\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306b\u63a2\u7d22\u3067\u304d\u308b\u3002<\/li>\n\n\n\n<li>\u76f4\u611f\u7684\u306aUI\u3067\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u6027\u3092\u7406\u89e3\u3057\u3084\u3059\u3044\u3002<\/li>\n\n\n\n<li>Neo4j\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u76f4\u63a5\u7d44\u307f\u8fbc\u307e\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u5c0e\u5165\u304c\u5bb9\u6613\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Linkurious Enterprise<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Linkurious\u306f\u3001Neo4j\u3068\u306e\u7d71\u5408\u306b\u512a\u308c\u305f\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u30fb\u5206\u6790\u30c4\u30fc\u30eb\u3067\u3059\u3002\u5927\u898f\u6a21\u306a\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u8996\u899a\u5316\u3057\u3001\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u8abf\u67fb\u3084\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7279\u306b\u91d1\u878d\u72af\u7f6a\u306e\u691c\u51fa\u3084\u4e0d\u6b63\u8abf\u67fb\u306e\u5206\u91ce\u3067\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5229\u70b9<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Neo4j\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u305f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u304c\u53ef\u80fd\u3002<\/li>\n\n\n\n<li>\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30b0\u30e9\u30d5\u306e\u53ef\u8996\u5316\u306b\u3088\u308a\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u306e\u7406\u89e3\u304c\u5bb9\u6613\u3002<\/li>\n\n\n\n<li>\u30ab\u30b9\u30bf\u30e0\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u6a5f\u80fd\u3067\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u74b0\u5883\u306b\u3082\u9069\u5fdc\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>AuraDB Professional (Neo4j Aura)<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Neo4j\u304c\u63d0\u4f9b\u3059\u308b\u30af\u30e9\u30a6\u30c9\u30d9\u30fc\u30b9\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306e\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u7c21\u5358\u306b\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u308b\u306e\u304c\u7279\u9577\u3067\u3059\u3002API\u3092\u901a\u3058\u3066\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u7d71\u5408\u3057\u3084\u3059\u304f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u69cb\u7bc9\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5229\u70b9<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u306eNeo4j\u74b0\u5883\u3067\u3001\u904b\u7528\u8ca0\u8377\u3092\u8efd\u6e1b\u3002<\/li>\n\n\n\n<li>\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u306e\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u69cb\u7bc9\u304c\u53ef\u80fd\u3002<\/li>\n\n\n\n<li>\u4ed6\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084AI\u30e2\u30c7\u30eb\u3068API\u3092\u901a\u3058\u3066\u7c21\u5358\u306b\u7d71\u5408\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>Kineviz GraphXR<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: GraphXR\u306f\u3001Neo4j\u3068\u9023\u643a\u3057\u30663D\u3067\u306e\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u3092\u884c\u3048\u308b\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u3084\u95a2\u4fc2\u6027\u30923\u6b21\u5143\u3067\u8996\u899a\u5316\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u9593\u306e\u8907\u96d1\u306a\u95a2\u4fc2\u3092\u3088\u308a\u76f4\u611f\u7684\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30c7\u30fc\u30bf\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3001\u8996\u899a\u7684\u306b\u5206\u6790\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5229\u70b9<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Neo4j\u306e\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30923D\u3067\u8996\u899a\u5316\u3067\u304d\u308b\u552f\u4e00\u306e\u30c4\u30fc\u30eb\u3002<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u3067\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u63a2\u7d22\u304c\u53ef\u80fd\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3068\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u6a5f\u80fd\u304c\u5145\u5b9f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u305d\u308c\u305e\u308c\u7279\u5b9a\u306e\u7528\u9014\u3084\u6a5f\u80fd\u306b\u7279\u5316\u3057\u3066\u304a\u308a\u3001Neo4j\u306e\u30c7\u30fc\u30bf\u3092\u6700\u5927\u9650\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7279\u306b\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u5316\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u91cd\u70b9\u7684\u306b\u884c\u3044\u305f\u3044\u5834\u5408\u306b\u306f\u3001<strong>GraphAware Hume<\/strong>\u3084<strong>Linkurious<\/strong>\u304c\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002\u307e\u305f\u3001\u76f4\u611f\u7684\u306a\u64cd\u4f5c\u304c\u6c42\u3081\u3089\u308c\u308b\u5834\u9762\u3067\u306f\u3001<strong>Neo4j Bloom<\/strong>\u3084<strong>GraphXR<\/strong>\u304c\u4fbf\u5229\u3067\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5bfe\u5fdc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7279\u306b\u30a2\u30a4\u30c7\u30a2\u3084\u30b3\u30f3\u30bb\u30d7\u30c8\u306e\u63a2\u7d22\u306b\u79c0\u3067\u305f\u30c4\u30fc\u30eb\u3067\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u6790\u306b\u7279\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u4f3c\u305f\u88fd\u54c1\u3067\u3001\u3055\u3089\u306b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u4ee5\u4e0b\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>NebulaGraph<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5f37\u307f<\/strong>: NebulaGraph\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u512a\u308c\u305f\u5206\u6563\u578b\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u63d0\u4f9b\u3057\u3001<strong>Graph RAG<\/strong>\u6280\u8853\u3092\u4f7f\u7528\u3057\u3066\u30a2\u30a4\u30c7\u30a2\u767a\u898b\u3068\u30b3\u30f3\u30bb\u30d7\u30c8\u63a2\u7d22\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002Graph RAG\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u9593\u306e\u95a2\u4fc2\u3092\u8996\u899a\u5316\u3057\u3001LLM\u3068\u9023\u643a\u3059\u308b\u3053\u3068\u3067\u3001\u6df1\u3044\u6d1e\u5bdf\u3092\u5f15\u304d\u51fa\u3057\u307e\u3059\u3002\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3082\u52b9\u7387\u7684\u306b\u51e6\u7406\u3067\u304d\u308b\u305f\u3081\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306b\u6700\u9069\u3067\u3059\u200b(<a href=\"https:\/\/www.nebula-graph.io\/posts\/graph-RAG\" target=\"_blank\" rel=\"noreferrer noopener\">nebula-graph<\/a>)\u3002<\/li>\n\n\n\n<li><strong>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5bfe\u5fdc<\/strong>: NebulaGraph\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u53d6\u308a\u6271\u3044\u3068\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u30b0\u30e9\u30d5\u30af\u30a8\u30ea\u51e6\u7406\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>Microsoft Research\u306eGraphRAG<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5f37\u307f<\/strong>: GraphRAG\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5168\u4f53\u304b\u3089\u30c6\u30fc\u30de\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u62bd\u51fa\u3057\u3001\u30a2\u30a4\u30c7\u30a2\u3084\u30b3\u30f3\u30bb\u30d7\u30c8\u306e\u767a\u898b\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u7279\u306b\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u5168\u4f53\u50cf\u3092\u628a\u63e1\u3057\u3001\u8907\u6570\u306e\u60c5\u5831\u30bd\u30fc\u30b9\u304b\u3089\u7d71\u5408\u3055\u308c\u305f\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u80fd\u529b\u304c\u3042\u308a\u307e\u3059\u200b(<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/graphrag-unlocking-llm-discovery-on-narrative-private-data\/\" target=\"_blank\" rel=\"noreferrer noopener\">microsoft<\/a>)\u200b(<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/graphrag-new-tool-for-complex-data-discovery-now-on-github\/\" target=\"_blank\" rel=\"noreferrer noopener\">microsoft<\/a>)\u3002<\/li>\n\n\n\n<li><strong>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5bfe\u5fdc<\/strong>: Microsoft\u306eGraphRAG\u306f\u3001LLM\u3068\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5168\u4f53\u306e\u30af\u30a8\u30ea\u306b\u5bfe\u5fdc\u3057\u3001\u30b3\u30f3\u30bb\u30d7\u30c8\u306e\u63a2\u7d22\u3092\u52b9\u7387\u7684\u306b\u884c\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Stardog<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5f37\u307f<\/strong>: Stardog\u306f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3068\u30a2\u30a4\u30c7\u30a2\u767a\u898b\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u3068\u30c7\u30fc\u30bf\u7d71\u5408\u6a5f\u80fd\u306b\u512a\u308c\u3001\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7c21\u5358\u306b\u9023\u643a\u3057\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u9593\u306e\u95a2\u4fc2\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u9769\u65b0\u7684\u306a\u30a2\u30a4\u30c7\u30a2\u3084\u30b3\u30f3\u30bb\u30d7\u30c8\u306e\u767a\u898b\u306b\u8ca2\u732e\u3057\u307e\u3059\u200b(<a href=\"https:\/\/redfield.ai\/enterprise-knowledge-graph\/\" target=\"_blank\" rel=\"noreferrer noopener\">redfield<\/a>)\u3002<\/li>\n\n\n\n<li><strong>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5bfe\u5fdc<\/strong>: Stardog\u306f\u3001ACID\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3068\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u6301\u3064\u305f\u3081\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3082\u5bfe\u5fdc\u53ef\u80fd\u3067\u3059\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3057\u306a\u304c\u3089\u3082\u3001\u30a2\u30a4\u30c7\u30a2\u3084\u30b3\u30f3\u30bb\u30d7\u30c8\u306e\u63a2\u7d22\u306b\u512a\u308c\u3066\u304a\u308a\u3001InfraNodus\u306e\u5f37\u307f\u3092\u6301\u3061\u306a\u304c\u3089\u3055\u3089\u306b\u30b9\u30b1\u30fc\u30eb\u3057\u305f\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u6a5f\u68b0\u5b66\u7fd2<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u68b0\u5b66\u7fd2\u306b\u5f37\u3044\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u88fd\u54c1\u306f\u3001\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6027\u80fd\u3084\u67d4\u8edf\u6027\u306b\u52a0\u3048\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u6a5f\u80fd\u304c\u8c4a\u5bcc\u306a\u88fd\u54c1\u304c\u9078\u3070\u308c\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u5f37\u3044\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u88fd\u54c1\u306e\u4ee3\u8868\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>Neo4j<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Neo4j\u306f\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u306e\u7d71\u5408\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002Neo4j\u306f<strong>Graph Data Science\uff08GDS\uff09\u30e9\u30a4\u30d6\u30e9\u30ea<\/strong>\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u30b0\u30e9\u30d5\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3001\u30d1\u30b9\u63a2\u7d22\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3001\u30ea\u30f3\u30af\u4e88\u6e2c\u306a\u3069\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001Python\u3084R\u306a\u3069\u306e\u4e00\u822c\u7684\u306a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30c4\u30fc\u30eb\u3068\u9023\u643a\u3057\u3001\u30c7\u30fc\u30bf\u306e\u5206\u6790\u30fb\u30e2\u30c7\u30ea\u30f3\u30b0\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30dd\u30fc\u30c8<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u30ce\u30fc\u30c9\u57cb\u3081\u8fbc\u307f\uff08Node2Vec, FastRP, DeepWalk\uff09<\/li>\n\n\n\n<li>\u30b0\u30e9\u30d5\u7573\u307f\u8fbc\u307f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08GCN\uff09<\/li>\n\n\n\n<li>\u30ea\u30f3\u30af\u4e88\u6e2c\u3001\u30ce\u30fc\u30c9\u5206\u985e\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/li>\n\n\n\n<li>SciKit-Learn\u3084TensorFlow\u3001PyTorch\u3068\u306e\u7d71\u5408\u304c\u53ef\u80fd<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3001\u7570\u5e38\u691c\u77e5\u3001\u30d1\u30b9\u63a2\u7d22\u3001\u77e5\u8b58\u88dc\u5b8c<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>Amazon Neptune<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Amazon Neptune\u306f\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001RDF\uff08Resource Description Framework\uff09\u3068Property Graph\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002AWS\u306e\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u306b\u6df1\u304f\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30fc\u30d3\u30b9\uff08Amazon SageMaker\u306a\u3069\uff09\u3068\u9023\u643a\u304c\u53ef\u80fd\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3057\u3084\u3059\u304f\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30dd\u30fc\u30c8<\/strong>:\n<ul class=\"wp-block-list\">\n<li>SageMaker\u3068\u9023\u643a\u3057\u3066\u3001\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u305f\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9<\/li>\n\n\n\n<li>\u30b0\u30e9\u30d5\u57cb\u3081\u8fbc\u307f\u3084\u30ea\u30f3\u30af\u4e88\u6e2c\u3092\u5b9f\u88c5<\/li>\n\n\n\n<li>\u9ad8\u5ea6\u306a\u30af\u30a8\u30ea\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u53d6\u308a\u6271\u3044\u304c\u53ef\u80fd<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u7ba1\u7406\u3001\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3001\u30c7\u30fc\u30bf\u88dc\u5b8c\u3001\u7570\u5e38\u691c\u77e5<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Stardog<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Stardog\u306f\u3001\u5f37\u529b\u306a\u63a8\u8ad6\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u306e\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u3068\u306e\u7d71\u5408\u306b\u512a\u308c\u3001\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u9ad8\u5ea6\u306a\u30c7\u30fc\u30bf\u63a8\u8ad6\u3084\u3001\u7570\u7a2e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u7d71\u5408\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002Stardog\u306fRDF\u30d9\u30fc\u30b9\u3067\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u63a8\u8ad6\u6027\u80fd\u304c\u9ad8\u3044\u3053\u3068\u304c\u7279\u5fb4\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30dd\u30fc\u30c8<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0<\/li>\n\n\n\n<li>\u6a5f\u68b0\u5b66\u7fd2\u3067\u767a\u898b\u3055\u308c\u305f\u65b0\u3057\u3044\u95a2\u4fc2\u3084\u30ea\u30f3\u30af\u3092\u30b0\u30e9\u30d5\u306b\u53d6\u308a\u8fbc\u3080\u6a5f\u80fd<\/li>\n\n\n\n<li>TensorFlow\u3084Scikit-learn\u3068\u9023\u643a<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u77e5\u8b58\u7ba1\u7406\u3001\u30c7\u30fc\u30bf\u7d71\u5408\u3001\u6a5f\u68b0\u5b66\u7fd2\u3068\u63a8\u8ad6\u306e\u7d71\u5408<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>TigerGraph<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: TigerGraph\u306f\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001\u9ad8\u901f\u306a\u30b0\u30e9\u30d5\u63a2\u7d22\u3084\u6a5f\u68b0\u5b66\u7fd2\u6a5f\u80fd\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406\u3084\u30b0\u30e9\u30d5\u5206\u6790\u306b\u5f37\u304f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u305f\u3081\u306e\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u30b5\u30dd\u30fc\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30dd\u30fc\u30c8<\/strong>:\n<ul class=\"wp-block-list\">\n<li>GSQL\u30af\u30a8\u30ea\u8a00\u8a9e\u3092\u7528\u3044\u3066\u30b0\u30e9\u30d5\u64cd\u4f5c\u304c\u53ef\u80fd<\/li>\n\n\n\n<li>\u30b0\u30e9\u30d5\u30d9\u30fc\u30b9\u306e\u6a5f\u68b0\u5b66\u7fd2\uff08\u4f8b\u3048\u3070\u3001\u30ce\u30fc\u30c9\u5206\u985e\u3084\u30ea\u30f3\u30af\u4e88\u6e2c\uff09<\/li>\n\n\n\n<li>\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08GNN\uff09\u3092\u30b5\u30dd\u30fc\u30c8<\/li>\n\n\n\n<li>\u30a4\u30f3\u30e1\u30e2\u30ea\u51e6\u7406\u306b\u3088\u308b\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306e\u8fc5\u901f\u306a\u6a5f\u68b0\u5b66\u7fd2<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u91d1\u878d\u8a50\u6b3a\u691c\u77e5\u3001\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3001\u30b5\u30d7\u30e9\u30a4\u30c1\u30a7\u30fc\u30f3\u7ba1\u7406\u3001\u9867\u5ba2360\u5ea6\u30d3\u30e5\u30fc<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>Grakn.ai\uff08\u73feVaticle\uff09<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Grakn\u306f\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u3068\u77e5\u8b58\u30b0\u30e9\u30d5\u3092\u7d71\u5408\u3057\u305f\u5f37\u529b\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u7279\u306b\u3001\u5927\u91cf\u306e\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u30e2\u30c7\u30eb\u5316\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u305f\u3081\u306e\u9ad8\u5ea6\u306a\u63a8\u8ad6\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u8907\u96d1\u306a\u77e5\u8b58\u30d9\u30fc\u30b9\u3092\u69cb\u7bc9\u3057\u3001\u305d\u308c\u3092\u5143\u306b\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b9f\u884c\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30dd\u30fc\u30c8<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u63a8\u8ad6\u30d9\u30fc\u30b9\u3067\u30c7\u30fc\u30bf\u304b\u3089\u65b0\u3057\u3044\u77e5\u8b58\u3092\u81ea\u52d5\u7684\u306b\u751f\u6210<\/li>\n\n\n\n<li>\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u306e\u7d71\u5408\uff08Python\u3084TensorFlow\u3092\u5229\u7528\u53ef\u80fd\uff09<\/li>\n\n\n\n<li>\u30ce\u30fc\u30c9\u5206\u985e\u3001\u30ea\u30f3\u30af\u4e88\u6e2c\u3001\u7570\u5e38\u691c\u77e5<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u30d0\u30a4\u30aa\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30af\u30b9\u3001\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u91d1\u878d\u30c7\u30fc\u30bf\u5206\u6790<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">6. <strong>ArangoDB<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: ArangoDB\u306f\u30de\u30eb\u30c1\u30e2\u30c7\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u308a\u3001\u30b0\u30e9\u30d5\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30ad\u30fc\u30fb\u30d0\u30ea\u30e5\u30fc\u30b9\u30c8\u30a2\u3092\u7d71\u5408\u3057\u3066\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3092\u4f7f\u3044\u5206\u3051\u306a\u304c\u3089\u6a5f\u68b0\u5b66\u7fd2\u3092\u5b9f\u88c5\u3067\u304d\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u69cb\u7bc9\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3068\u9023\u643a\u3057\u3084\u3059\u304f\u3001\u67d4\u8edf\u6027\u304c\u9ad8\u3044\u306e\u304c\u7279\u5fb4\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u68b0\u5b66\u7fd2\u30b5\u30dd\u30fc\u30c8<\/strong>:\n<ul class=\"wp-block-list\">\n<li>Grakn\u306a\u3069\u3068\u540c\u69d8\u306b\u3001Python\u3084R\u3068\u9023\u643a\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u306e\u5b9f\u884c<\/li>\n\n\n\n<li>\u30ce\u30fc\u30c9\u57cb\u3081\u8fbc\u307f\u3001\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3001\u30d1\u30b9\u63a2\u7d22<\/li>\n\n\n\n<li>\u4ed6\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3068\u7d71\u5408\u3067\u304d\u308b\u70b9\u304c\u5f37\u307f<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u30c7\u30fc\u30bf\u7d71\u5408\u3001\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3001\u7570\u5e38\u691c\u77e5\u3001\u77e5\u8b58\u7ba1\u7406<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a5f\u68b0\u5b66\u7fd2\u306b\u5f37\u3044\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u88fd\u54c1\u3092\u9078\u3076\u969b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30b9\u30b1\u30fc\u30eb\u3001\u7d71\u5408\u306e\u5fc5\u8981\u6027\u3001\u30b0\u30e9\u30d5\u64cd\u4f5c\u306e\u8907\u96d1\u3055\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u6027\u306e\u8981\u6c42\u306a\u3069\u306b\u5fdc\u3058\u3066\u9078\u3076\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002Neo4j\u3084TigerGraph\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u512a\u308c\u3001Amazon Neptune\u306fAWS\u3068\u306e\u9023\u643a\u304c\u5fc5\u8981\u306a\u5834\u5408\u306b\u9069\u3057\u3066\u304a\u308a\u3001Stardog\u3084Grakn.ai\u306f\u9ad8\u5ea6\u306a\u63a8\u8ad6\u3068\u30c7\u30fc\u30bf\u7ba1\u7406\u306b\u5f37\u307f\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u81ea\u7136\u8a00\u8a9e\u3067\u306e\u8cea\u554f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u7136\u8a00\u8a9e\u3067\u8cea\u554f\u3092\u884c\u3044\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u63a2\u7d22\u3067\u304d\u308b\u88fd\u54c1\u306f\u3044\u304f\u3064\u304b\u5b58\u5728\u3057\u3001\u305d\u308c\u305e\u308c\u304c\u7570\u306a\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u691c\u7d22\u7cbe\u5ea6\u3092\u9ad8\u3081\u3001\u60c5\u5831\u306e\u767a\u898b\u3092\u4fc3\u9032\u3057\u3066\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306f\u3001\u305d\u306e\u3088\u3046\u306a\u88fd\u54c1\u306e\u4f8b\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>Stardog<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Stardog\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u306e\u30af\u30a8\u30ea\u3084\u8cea\u554f\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306f\u3001\u7279\u5225\u306a\u6280\u8853\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u81ea\u7136\u306a\u8a00\u8449\u3067\u8cea\u554f\u3092\u5165\u529b\u3057\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u63a2\u7d22\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002Stardog\u306f\u3001\u30c7\u30fc\u30bf\u306e\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u306a\u95a2\u4fc2\u6027\u3092\u628a\u63e1\u3057\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u7d71\u5408\u3055\u308c\u305f\u60c5\u5831\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f37\u307f<\/strong>: \u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u3067\u3042\u308a\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7d71\u5408\u30fb\u7ba1\u7406\u3057\u306a\u304c\u3089\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u30b7\u30f3\u30d7\u30eb\u306a\u81ea\u7136\u8a00\u8a9e\u3067\u691c\u7d22\u3067\u304d\u308b\u70b9\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u200b(<a href=\"https:\/\/redfield.ai\/enterprise-knowledge-graph\/\" target=\"_blank\" rel=\"noreferrer noopener\">redfield<\/a>)\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>GraphDB by Ontotext<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: GraphDB\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u30af\u30a8\u30ea\u3092\u4f7f\u7528\u3057\u3066\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u63a2\u7d22\u3067\u304d\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u7279\u306b\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u691c\u7d22\u306b\u5f37\u307f\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u3084\u8cea\u554f\u3092\u57fa\u306b\u3001\u95a2\u9023\u3059\u308b\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u3084\u95a2\u4fc2\u6027\u3092\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u304b\u3089\u5f15\u304d\u51fa\u3057\u3001\u8996\u899a\u7684\u306b\u8868\u793a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7279\u306b\u533b\u7642\u3001\u30e9\u30a4\u30d5\u30b5\u30a4\u30a8\u30f3\u30b9\u3001\u91d1\u878d\u306a\u3069\u306e\u5206\u91ce\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f37\u307f<\/strong>: \u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3084\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u6280\u8853\u3092\u6d3b\u7528\u3057\u3066\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u6027\u3092\u81ea\u7136\u8a00\u8a9e\u3067\u63a2\u7d22\u3067\u304d\u308b\u70b9\u200b(<a href=\"https:\/\/relational.ai\/resources\/how-to-build-knowledge-graphs-that-enable-ai-driven-enterprise-applications-research-by-gartner\" target=\"_blank\" rel=\"noreferrer noopener\">relational<\/a>)\u200b(<a href=\"https:\/\/blog.cambridgesemantics.com\/creating-a-successful-enterprise-knowledge-graph\" target=\"_blank\" rel=\"noreferrer noopener\">blog.cambridgesemantics<\/a>)\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Neo4j with Cypher Query Language (and Text2Cypher)<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Neo4j\u306f\u3001\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6280\u8853\u306e\u30ea\u30fc\u30c0\u30fc\u3067\u3042\u308a\u3001Cypher\u3068\u3044\u3046\u30af\u30a8\u30ea\u8a00\u8a9e\u3092\u4f7f\u3063\u3066\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u63a2\u7d22\u3057\u307e\u3059\u3002\u6700\u8fd1\u3067\u306f\u3001<strong>Text2Cypher<\/strong>\u3068\u547c\u3070\u308c\u308b\u81ea\u7136\u8a00\u8a9e\u3067\u306e\u8cea\u554f\u3092Cypher\u30af\u30a8\u30ea\u306b\u5909\u63db\u3059\u308b\u6a5f\u80fd\u3082\u8ffd\u52a0\u3055\u308c\u3001\u6280\u8853\u7684\u77e5\u8b58\u304c\u306a\u3044\u30e6\u30fc\u30b6\u30fc\u3067\u3082\u81ea\u7136\u8a00\u8a9e\u3092\u4f7f\u3063\u3066\u30b0\u30e9\u30d5\u3092\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li><strong>\u5f37\u307f<\/strong>: \u81ea\u7136\u8a00\u8a9e\u30af\u30a8\u30ea\u3092Cypher\u306b\u5909\u63db\u3057\u3066\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u975e\u6280\u8853\u8005\u3082\u9ad8\u5ea6\u306a\u30b0\u30e9\u30d5\u30af\u30a8\u30ea\u3092\u6d3b\u7528\u3067\u304d\u308b\u70b9\u304c\u7279\u5fb4\u3067\u3059\u200b(<a href=\"https:\/\/www.nebula-graph.io\/posts\/graph-RAG\" target=\"_blank\" rel=\"noreferrer noopener\">nebula-graph<\/a>)\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>Microsoft&#8217;s GraphRAG<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Microsoft\u306e<strong>GraphRAG<\/strong>\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u5165\u529b\u3055\u308c\u305f\u30af\u30a8\u30ea\u306b\u5bfe\u3057\u3066\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u5229\u7528\u3057\u3001\u6587\u8108\u306b\u57fa\u3065\u3044\u305f\u6df1\u3044\u691c\u7d22\u7d50\u679c\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3084\u591a\u69d8\u306a\u60c5\u5831\u6e90\u306b\u57fa\u3065\u3044\u3066\u3001\u9ad8\u7cbe\u5ea6\u306e\u56de\u7b54\u3092\u751f\u6210\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f37\u307f<\/strong>: LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3068\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u81ea\u7136\u8a00\u8a9e\u30af\u30a8\u30ea\u306b\u5bfe\u3057\u3066\u9ad8\u5ea6\u306a\u691c\u7d22\u7d50\u679c\u3068\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u63d0\u4f9b\u3057\u307e\u3059\u200b(<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/graphrag-new-tool-for-complex-data-discovery-now-on-github\/\" target=\"_blank\" rel=\"noreferrer noopener\">microsoft<\/a>)\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>PoolParty<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: PoolParty\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3068\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3092\u7d71\u5408\u3057\u305f\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3001\u81ea\u7136\u8a00\u8a9e\u30af\u30a8\u30ea\u306b\u5bfe\u5fdc\u3057\u3001\u30c7\u30fc\u30bf\u306e\u691c\u7d22\u3084\u30b3\u30f3\u30bb\u30d7\u30c8\u306e\u767a\u898b\u3092\u652f\u63f4\u3057\u307e\u3059\u3002\u7279\u306b\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3068\u7ba1\u7406\u306b\u512a\u308c\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7c21\u5358\u306b\u691c\u7d22\u3067\u304d\u308bUI\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f37\u307f<\/strong>: \u81ea\u7136\u8a00\u8a9e\u3092\u4f7f\u3063\u305f\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u63a2\u7d22\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u4f01\u696d\u5185\u306e\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u6574\u7406\u30fb\u767a\u898b\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u200b(<a href=\"https:\/\/blog.cambridgesemantics.com\/creating-a-successful-enterprise-knowledge-graph\" target=\"_blank\" rel=\"noreferrer noopener\">blog.cambridgesemantics<\/a>)\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u88fd\u54c1\u306f\u3001\u81ea\u7136\u8a00\u8a9e\u3092\u4f7f\u7528\u3057\u3066\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u52b9\u7387\u7684\u306b\u63a2\u7d22\u3057\u3001\u6df1\u3044\u6d1e\u5bdf\u3092\u5f97\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u975e\u6280\u8853\u8005\u3067\u3082\u4f7f\u3044\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u70b9\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u3084\u7814\u7a76\u306e\u5834\u3067\u5f79\u7acb\u3064\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">RAG\uff08Retrieval-Augmented Generation\uff09\u30b7\u30b9\u30c6\u30e0<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>RAG<\/strong>\u30b7\u30b9\u30c6\u30e0\u3068<strong>\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5<\/strong>\u3092\u7d71\u5408\u3057\u3001\u7279\u306b<strong>\u30b3\u30f3\u30bb\u30d7\u30c8\u767a\u898b<\/strong>\u306b\u6ce8\u529b\u3057\u3066\u3044\u308b\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u3084\u4f01\u696d\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>NebulaGraph<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: NebulaGraph\u306f\u3001<strong>Graph RAG<\/strong>\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3057\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3068\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u691c\u7d22\u3084\u30c7\u30fc\u30bf\u767a\u898b\u306e\u7cbe\u5ea6\u3092\u5411\u4e0a\u3055\u305b\u3066\u3044\u307e\u3059\u3002Graph RAG\u306f\u3001\u30af\u30a8\u30ea\u306e\u610f\u56f3\u3092\u3088\u308a\u6df1\u304f\u7406\u89e3\u3057\u3001\u8907\u96d1\u306a\u95a2\u4fc2\u6027\u3092\u6301\u3064\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u691c\u7d22\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30f3\u30bb\u30d7\u30c8\u306e\u767a\u898b\u3084\u30a4\u30f3\u30b5\u30a4\u30c8\u751f\u6210\u3092\u5f37\u5316\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f37\u307f<\/strong>: Graph RAG\u306f\u3001\u5f93\u6765\u306eRAG\u30b7\u30b9\u30c6\u30e0\u3088\u308a\u3082\u30af\u30a8\u30ea\u306e\u610f\u5473\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3057\u3001LLM\u304c\u751f\u6210\u3059\u308b\u30c7\u30fc\u30bf\u306e\u95a2\u9023\u6027\u3092\u9ad8\u3081\u308b\u305f\u3081\u3001\u7279\u306b\u4f01\u696d\u5411\u3051\u306e\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30b3\u30f3\u30bb\u30d7\u30c8\u767a\u898b\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u200b(<a href=\"https:\/\/www.nebula-graph.io\/posts\/graph-RAG\" target=\"_blank\" rel=\"noreferrer noopener\">nebula-graph<\/a>)\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>Microsoft Research\u306eGraphRAG<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Microsoft\u306e<strong>GraphRAG<\/strong>\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5168\u4f53\u306e\u30c6\u30fc\u30de\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u767a\u898b\u3059\u308b\u80fd\u529b\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u304a\u3051\u308b\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u8cea\u554f\u306b\u7b54\u3048\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u5f93\u6765\u306eRAG\u30b7\u30b9\u30c6\u30e0\u304c\u5bfe\u5fdc\u3057\u306b\u304f\u3044\u30af\u30a8\u30ea\u306b\u5bfe\u3057\u3066\u3082\u52b9\u679c\u7684\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u610f\u5473\u7684\u306a\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u4f5c\u6210\u3057\u3001\u305d\u308c\u3092\u57fa\u306b\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30f3\u30bb\u30d7\u30c8\u306e\u767a\u898b\u3084\u60c5\u5831\u306e\u4f53\u7cfb\u7684\u306a\u6574\u7406\u3092\u884c\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f37\u307f<\/strong>: GraphRAG\u306f\u3001\u4f01\u696d\u304c\u5927\u91cf\u306e\u975e\u69cb\u9020\u5316\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u304b\u3089\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u5f97\u308b\u969b\u306b\u3001\u3088\u308a\u5305\u62ec\u7684\u3067\u591a\u69d8\u306a\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u70b9\u3067\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u5168\u4f53\u306e\u610f\u5473\u3092\u628a\u63e1\u3059\u308b\u80fd\u529b\u304c\u3042\u308a\u3001\u4f01\u696d\u306e\u6226\u7565\u7684\u610f\u601d\u6c7a\u5b9a\u306b\u5f79\u7acb\u3061\u307e\u3059\u200b(<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/graphrag-unlocking-llm-discovery-on-narrative-private-data\/\" target=\"_blank\" rel=\"noreferrer noopener\">microsoft<\/a>)\u200b(<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/graphrag-new-tool-for-complex-data-discovery-now-on-github\/\" target=\"_blank\" rel=\"noreferrer noopener\">microsoft<\/a>)\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Neurons Lab<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Neurons Lab\u306f\u3001<strong>G-RAG<\/strong>\uff08Graph-enhanced RAG\uff09\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092RAG\u30b7\u30b9\u30c6\u30e0\u3068\u7d71\u5408\u3057\u3066\u3001LLM\u304c\u751f\u6210\u3059\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u6b63\u78ba\u6027\u3092\u9ad8\u3081\u3001\u60c5\u5831\u306e\u4fe1\u983c\u6027\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002\u7279\u306b\u3001\u8907\u96d1\u306a\u30af\u30a8\u30ea\u3084\u9ad8\u3044\u7cbe\u5ea6\u304c\u6c42\u3081\u3089\u308c\u308b\u30b7\u30ca\u30ea\u30aa\u3067\u6709\u52b9\u3067\u3042\u308a\u3001\u91d1\u878d\u3084\u6cd5\u52d9\u306a\u3069\u306e\u5206\u91ce\u3067\u306e\u5229\u7528\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u5f37\u307f<\/strong>: Neurons Lab\u306eG-RAG\u306f\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u9593\u306e\u95a2\u4fc2\u6027\u3092\u53ef\u8996\u5316\u3057\u3001LLM\u304c\u751f\u6210\u3059\u308b\u56de\u7b54\u3092\u6839\u62e0\u3042\u308b\u3082\u306e\u306b\u3059\u308b\u305f\u3081\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u30b3\u30f3\u30bb\u30d7\u30c8\u767a\u898b\u304c\u53ef\u80fd\u3067\u3059\u200b(<a href=\"https:\/\/neurons-lab.com\/article\/empowering-rag-using-knowledge-graphs\/\" target=\"_blank\" rel=\"noreferrer noopener\">neurons-lab<\/a>)\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u4f01\u696d\u306f\u3001<strong>\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5<\/strong>\u3068<strong>RAG\u30b7\u30b9\u30c6\u30e0<\/strong>\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3001\u7279\u306b\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u5206\u6790\u3084\u65b0\u3057\u3044\u30b3\u30f3\u30bb\u30d7\u30c8\u306e\u767a\u898b\u306b\u9769\u65b0\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u3068\u30c7\u30fc\u30bf\u5206\u6790<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u624b\u8efd\u306b\u4f7f\u3048\u308b\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u88fd\u54c1\u3067\u3001\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u3068\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30d0\u30e9\u30f3\u30b9\u3088\u304f\u884c\u3048\u308b\u3082\u306e\u3092\u9078\u3076\u969b\u306b\u306f\u3001\u6b21\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u8003\u616e\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u30c7\u30fc\u30bf\u7d71\u5408\u80fd\u529b<\/strong>: \u69d8\u3005\u306a\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\uff08\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3084\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff09\u3092\u4e00\u5143\u7684\u306b\u6271\u3048\u308b\u304b\u3069\u3046\u304b\u3002<\/li>\n\n\n\n<li><strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u6a5f\u80fd<\/strong>: \u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u5206\u6790\u3057\u3001\u91cd\u8981\u306a\u95a2\u4fc2\u6027\u3084\u6982\u5ff5\u3092\u62bd\u51fa\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3002<\/li>\n\n\n\n<li><strong>\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4f7f\u3044\u3084\u3059\u3055<\/strong>: \u30b0\u30e9\u30d5\u30d9\u30fc\u30b9\u306e\u30af\u30a8\u30ea\u304c\u76f4\u611f\u7684\u306b\u5229\u7528\u3067\u304d\u308b\u304b\u3001\u5c02\u9580\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u4f7f\u3048\u308b\u304b\u3069\u3046\u304b\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>: \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u304b\u3001\u30af\u30e9\u30a6\u30c9\u3084\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306a\u3069\u306e\u67d4\u8edf\u306a\u904b\u7528\u304c\u53ef\u80fd\u304b\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u88fd\u54c1\u306e\u4e2d\u3067\u3001\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306e\u30d0\u30e9\u30f3\u30b9\u304c\u53d6\u308c\u305f\u3082\u306e\u3068\u3057\u3066\u4ee5\u4e0b\u306e\u88fd\u54c1\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>Neo4j<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Neo4j\u306f\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e2d\u3067\u3082\u6700\u3082\u5e83\u304f\u4f7f\u308f\u308c\u3066\u3044\u308b\u88fd\u54c1\u3067\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u9023\u643a\u3057\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u89e3\u6790\u3082\u5f37\u529b\u306b\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u30b0\u30e9\u30d5\u30af\u30a8\u30ea\u306e\u305f\u3081\u306eCypher\u8a00\u8a9e\u304c\u30b7\u30f3\u30d7\u30eb\u3067\u5b66\u7fd2\u3057\u3084\u3059\u3044\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u6790\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u77e5\u8b58\u7ba1\u7406\u306b\u9069\u3057\u3066\u304a\u308a\u3001\u30c6\u30ad\u30b9\u30c8\u3084\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u4e21\u65b9\u3092\u5206\u6790\u53ef\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>: \u4e2d\u5c0f\u898f\u6a21\u304b\u3089\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u307e\u3067\u5bfe\u5fdc\u53ef\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>Stardog<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Stardog\u306f\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306b\u7279\u5316\u3057\u305f\u88fd\u54c1\u3067\u3001\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u6a5f\u80fd\u3092\u542b\u3080\u63a8\u8ad6\u6a5f\u80fd\u304c\u5f37\u529b\u3067\u3059\u3002\u307e\u305f\u3001SPARQL\u30af\u30a8\u30ea\u3067\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u6271\u3048\u307e\u3059\u3002\u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3057\u3001\u30c7\u30fc\u30bf\u3092\u3064\u306a\u3052\u308b\u80fd\u529b\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u7570\u7a2e\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3068\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u610f\u5473\u8ad6\u7684\u89e3\u6790\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30c7\u30fc\u30bf\u7ba1\u7406\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>: \u975e\u5e38\u306b\u9ad8\u304f\u3001\u5927\u898f\u6a21\u306a\u77e5\u8b58\u30b0\u30e9\u30d5\u3082\u69cb\u7bc9\u53ef\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Amazon Neptune<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: \u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u306e\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u4e21\u65b9\u306b\u5bfe\u3057\u3066\u9ad8\u5ea6\u306a\u5206\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002RDF\u3068Property Graph\u306e\u4e21\u65b9\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\uff08ML\uff09\u3068\u3082\u7d71\u5408\u53ef\u80fd\u3002<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u306e\u30e2\u30c7\u30eb\u5316\u3001\u63a8\u5968\u30b7\u30b9\u30c6\u30e0\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u5206\u6790\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>: AWS\u306e\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u5927\u898f\u6a21\u306b\u30b9\u30b1\u30fc\u30eb\u53ef\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>TigerGraph<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306b\u7279\u5316\u3057\u305f\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u30af\u30a8\u30ea\u6a5f\u80fd\u304c\u5145\u5b9f\u3057\u3066\u304a\u308a\u3001\u9ad8\u901f\u306a\u30b0\u30e9\u30d5\u30af\u30a8\u30ea\u51e6\u7406\u304c\u7279\u5fb4\u3067\u3059\u3002\u30b0\u30e9\u30d5\u30d9\u30fc\u30b9\u306e\u6a5f\u68b0\u5b66\u7fd2\u3084\u9ad8\u5ea6\u306a\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u6a5f\u80fd\u304c\u5f37\u529b\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3001\u91d1\u878d\u8a50\u6b3a\u691c\u51fa\u3001\u63a8\u5968\u30b7\u30b9\u30c6\u30e0\u306b\u5f37\u307f\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>: \u6570\u5341\u5104\u306e\u30ce\u30fc\u30c9\u3068\u30a8\u30c3\u30b8\u3092\u6301\u3064\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3082\u5bfe\u5fdc\u53ef\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>GraphDB\uff08Ontotext\uff09<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: \u30c6\u30ad\u30b9\u30c8\u5206\u6790\u3068\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u306b\u5f37\u3044RDF\u30d9\u30fc\u30b9\u306e\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u88fd\u54c1\u3067\u3001\u30bb\u30de\u30f3\u30c6\u30a3\u30c3\u30af\u306a\u30c6\u30ad\u30b9\u30c8\u5206\u6790\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u3068\u306e\u7d71\u5408\u304c\u5f37\u304f\u3001\u77e5\u8b58\u62bd\u51fa\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u30c7\u30fc\u30bf\u7d71\u5408\u3001\u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406\u3001\u77e5\u8b58\u62bd\u51fa\u3002<\/li>\n\n\n\n<li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>: \u4e2d\u5c0f\u898f\u6a21\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089\u5927\u898f\u6a21\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u307e\u3067\u5bfe\u5fdc\u53ef\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u88fd\u54c1\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3068\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30d0\u30e9\u30f3\u30b9\u826f\u304f\u884c\u3046\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u7528\u9014\u3084\u898f\u6a21\u306b\u5fdc\u3058\u3066\u9078\u3076\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7528\u9014\u3084\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u9069\u5207\u306a\u30c4\u30fc\u30eb\u3092\u9078\u3076\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u652f\u63f4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u5fdc\u7528\u306e1\u3064\u306b\u3001\u5927\u91cf\u306e\u975e\u5b9a\u578b\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3092\u307e\u3068\u3081\u3066\u5831\u544a\u66f8\u3084\u30de\u30cb\u30e5\u30a2\u30eb\u306a\u3069\u306e\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u3092\u652f\u63f4\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u306b\u5f79\u7acb\u3061\u3001\u3055\u3089\u306b\u30c7\u30fc\u30bf\u5206\u6790\u3084\u77e5\u8b58\u62bd\u51fa\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u88fd\u54c1\u3067\u3001\u30b7\u30f3\u30af\u30bf\u30f3\u30af\u306e\u8abf\u67fb\u5831\u544a\u66f8\u306e\u4f5c\u6210\u306b\u9069\u3057\u305f\u3082\u306e\u3092\u63a2\u3059\u969b\u3001\u7279\u306b\u4ee5\u4e0b\u306e\u6a5f\u80fd\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\uff08NLP\uff09\u6a5f\u80fd<\/strong>: \u30c6\u30ad\u30b9\u30c8\u304b\u3089\u81ea\u52d5\u7684\u306b\u91cd\u8981\u306a\u30c8\u30d4\u30c3\u30af\u3084\u95a2\u4fc2\u3092\u62bd\u51fa\u3067\u304d\u308b\u3002<\/li>\n\n\n\n<li><strong>\u53ef\u8996\u5316\u6a5f\u80fd<\/strong>: \u77e5\u8b58\u3084\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u3092\u76f4\u611f\u7684\u306b\u30b0\u30e9\u30d5\u5f62\u5f0f\u3067\u8868\u73fe\u3057\u3001\u6d1e\u5bdf\u3092\u5f97\u3084\u3059\u304f\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u652f\u63f4\u6a5f\u80fd<\/strong>: \u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3084\u30a2\u30a4\u30c7\u30a2\u306e\u69cb\u9020\u5316\u3092\u52a9\u3051\u3001\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3059\u308b\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u7d71\u5408\u3068\u5206\u6790\u80fd\u529b<\/strong>: \u7570\u306a\u308b\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3057\u3001\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u5f15\u304d\u51fa\u305b\u308b\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u3088\u3046\u306a\u8981\u4ef6\u3092\u6e80\u305f\u3057\u3001\u5831\u544a\u66f8\u4f5c\u6210\u306b\u9069\u3057\u305f\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u88fd\u54c1\u306b\u306f\u4ee5\u4e0b\u306e\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>Kumu<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Kumu\u306f\u8907\u96d1\u306a\u30b7\u30b9\u30c6\u30e0\u3084\u30c7\u30fc\u30bf\u3092\u8996\u899a\u5316\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3001\u7279\u306b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3084\u95a2\u4fc2\u6027\u3092\u8996\u899a\u5316\u3059\u308b\u306e\u306b\u5f37\u529b\u3067\u3059\u3002\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u69cb\u7bc9\u306b\u52a0\u3048\u3066\u3001\u30c6\u30ad\u30b9\u30c8\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u3084\u5b9a\u6027\u7684\u306a\u60c5\u5831\u3092\u6574\u7406\u30fb\u5206\u6790\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u8abf\u67fb\u5831\u544a\u66f8\u306e\u69cb\u9020\u5316\u3084\u6d1e\u5bdf\u306e\u53ef\u8996\u5316\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd<\/strong>: \u7279\u306b\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30de\u30c3\u30d4\u30f3\u30b0\u3092\u901a\u3058\u3066\u30a2\u30a4\u30c7\u30a2\u3092\u6574\u7406\u3057\u3001\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u306e\u57fa\u790e\u3092\u4f5c\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u30b7\u30b9\u30c6\u30e0\u601d\u8003\u3001\u653f\u7b56\u5206\u6790\u3001\u6226\u7565\u30d7\u30e9\u30f3\u30cb\u30f3\u30b0\u3002<\/li>\n\n\n\n<li><strong>\u30c7\u30fc\u30bf\u5206\u6790\u6a5f\u80fd<\/strong>: \u76f4\u611f\u7684\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u6790\u304c\u53ef\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>Roam Research<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Roam\u306f\u3001\u500b\u4eba\u3084\u30c1\u30fc\u30e0\u304c\u30ca\u30ec\u30c3\u30b8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3067\u3059\u3002\u30e1\u30e2\u3084\u30ea\u30b5\u30fc\u30c1\u3092\u30ea\u30f3\u30af\u3055\u305b\u3066\u300c\u30b0\u30e9\u30d5\u300d\u5f62\u5f0f\u3067\u69cb\u9020\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30a4\u30c7\u30a2\u3092\u7d44\u7e54\u7684\u306b\u6574\u7406\u3067\u304d\u307e\u3059\u3002\u8abf\u67fb\u5831\u544a\u66f8\u306e\u4f5c\u6210\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u751f\u6210\u306b\u5f79\u7acb\u3061\u3001\u30c6\u30ad\u30b9\u30c8\u3092\u3064\u306a\u3052\u3066\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u5f62\u6210\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd<\/strong>: \u30ce\u30fc\u30c8\u30c6\u30a4\u30ad\u30f3\u30b0\u3068\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u4f5c\u6210\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u601d\u8003\u3084\u7814\u7a76\u5185\u5bb9\u3092\u8996\u899a\u5316\u3057\u3001\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u8abf\u67fb\u306e\u69cb\u9020\u5316\u3001\u77e5\u8b58\u306e\u6574\u7406\u3001\u7814\u7a76\u30ce\u30fc\u30c8\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Obsidian<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Obsidian\u306f\u3001Markdown\u30d9\u30fc\u30b9\u306e\u30ce\u30fc\u30c8\u30a2\u30d7\u30ea\u3067\u3001\u5404\u30ce\u30fc\u30c8\u304c\u76f8\u4e92\u306b\u30ea\u30f3\u30af\u3055\u308c\u308b\u3053\u3068\u3067\u500b\u4eba\u7528\u306e\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002\u77e5\u8b58\u306e\u6574\u7406\u306b\u512a\u308c\u3066\u304a\u308a\u3001\u8abf\u67fb\u5831\u544a\u66f8\u306e\u69cb\u7bc9\u306b\u3082\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30b0\u30e9\u30d5\u30d3\u30e5\u30fc\u6a5f\u80fd\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ce\u30fc\u30c8\u306e\u95a2\u4fc2\u6027\u3092\u8996\u899a\u5316\u3057\u3001\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u4f5c\u696d\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd<\/strong>: \u30ce\u30fc\u30c8\u540c\u58eb\u306e\u95a2\u9023\u6027\u3092\u53ef\u8996\u5316\u3057\u306a\u304c\u3089\u57f7\u7b46\u3067\u304d\u308b\u305f\u3081\u3001\u8abf\u67fb\u5831\u544a\u66f8\u306e\u4f5c\u6210\u306b\u6700\u9069\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u7814\u7a76\u3001\u8abf\u67fb\u306e\u6574\u7406\u3001\u30a2\u30a4\u30c7\u30a2\u306e\u767a\u5c55\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>TheBrain<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: TheBrain\u306f\u60c5\u5831\u3092\u30b0\u30e9\u30d5\u5f62\u5f0f\u3067\u6574\u7406\u3057\u3001\u8907\u96d1\u306a\u30a2\u30a4\u30c7\u30a2\u3084\u30ea\u30b5\u30fc\u30c1\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3092\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002\u30ce\u30fc\u30c9\u3084\u30a8\u30c3\u30b8\u3092\u4f7f\u3063\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306f\u3001\u30b7\u30f3\u30af\u30bf\u30f3\u30af\u3067\u306e\u8abf\u67fb\u5831\u544a\u66f8\u4f5c\u6210\u3084\u6226\u7565\u7684\u601d\u8003\u3092\u6574\u7406\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u304c\u30c7\u30fc\u30bf\u3092\u30ea\u30f3\u30af\u3055\u305b\u3066\u3001\u52d5\u7684\u306a\u77e5\u8b58\u30b0\u30e9\u30d5\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd<\/strong>: \u8abf\u67fb\u7d50\u679c\u3084\u77e5\u8b58\u3092\u30b0\u30e9\u30d5\u3067\u69cb\u9020\u5316\u3057\u3001\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u30d7\u30ed\u30bb\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u8907\u96d1\u306a\u8abf\u67fb\u306e\u7ba1\u7406\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u69cb\u9020\u5316\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>Notion<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7279\u5fb4<\/strong>: Notion\u306f\u3001\u30e1\u30e2\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u30c4\u30fc\u30eb\u304c\u4e00\u4f53\u3068\u306a\u3063\u305f\u30c4\u30fc\u30eb\u3067\u3001\u30ea\u30f3\u30af\u306b\u3088\u308b\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u306e\u69cb\u7bc9\u3082\u53ef\u80fd\u3067\u3059\u3002\u30ea\u30b5\u30fc\u30c1\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3064\u3064\u3001\u5831\u544a\u66f8\u4f5c\u6210\u306e\u305f\u3081\u306b\u60c5\u5831\u3092\u69cb\u9020\u5316\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd<\/strong>: \u8abf\u67fb\u30ce\u30fc\u30c8\u3084\u30c7\u30fc\u30bf\u3092\u30ea\u30f3\u30af\u3057\u3066\u69cb\u9020\u5316\u3057\u3001\u5831\u544a\u66f8\u4f5c\u6210\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u4e00\u5143\u7684\u306b\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u7528\u9014<\/strong>: \u8abf\u67fb\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u3001\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u4f5c\u6210\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u30c7\u30fc\u30bf\u3068\u30c6\u30ad\u30b9\u30c8\u306e\u4e21\u65b9\u3092\u6271\u3044\u3001\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u3084\u8abf\u67fb\u5831\u544a\u66f8\u306e\u4f5c\u6210\u306b\u5f79\u7acb\u3064\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u7279\u306b\u30b7\u30f3\u30af\u30bf\u30f3\u30af\u306e\u3088\u3046\u306b\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3084\u30c6\u30ad\u30b9\u30c8\u3092\u6271\u3046\u969b\u306b\u3001\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u52b9\u7387\u7684\u304b\u3064\u69cb\u9020\u5316\u3055\u308c\u305f\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u6587\u66f8\u81ea\u52d5\u751f\u6210<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8abf\u67fb\u5831\u544a\u66f8\u3084\u66f8\u7c4d\u306e\u57f7\u7b46\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u88fd\u54c1\u306e\u4e2d\u3067\u3001\u30e1\u30e2\u3068\u30c7\u30fc\u30bf\u3092\u30ea\u30f3\u30af\u3055\u305b\u3001\u3055\u3089\u306b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08LLM\uff09\u3092\u6d3b\u7528\u3057\u3066\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3057\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3066\u30b0\u30e9\u30d5\u3084\u8868\u3092\u4f5c\u6210\u3057\u3001\u7ae0\u7acb\u3066\u3057\u305f\u672c\u6587\u3092\u66f8\u304d\u3001\u76ee\u6b21\u3001\u7d22\u5f15\u3001\u7528\u8a9e\u96c6\u306a\u3069\u3092\u81ea\u52d5\u751f\u6210\u3067\u304d\u308b\u30c4\u30fc\u30eb\u306f\u3001\u73fe\u5728\u306e\u6bb5\u968e\u3067\u306f\u76f4\u63a5\u7684\u306b\u3059\u3079\u3066\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3059\u308b\u5358\u4e00\u306e\u88fd\u54c1\u306f\u5c11\u306a\u3044\u3067\u3059\u304c\u3001\u3044\u304f\u3064\u304b\u306e\u30c4\u30fc\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u305d\u306e\u30cb\u30fc\u30ba\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u4ee5\u4e0b\u306b\u3001\u8907\u6570\u306e\u8981\u4ef6\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u88fd\u54c1\u3084\u7d44\u307f\u5408\u308f\u305b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. <strong>Obsidian<\/strong> + <strong>GPT Plugins<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Obsidian\u306f\u30e1\u30e2\u3092\u30ea\u30f3\u30af\u3057\u3066\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u30ce\u30fc\u30c8\u30a2\u30d7\u30ea\u3067\u3001Markdown\u3092\u30d9\u30fc\u30b9\u3068\u3057\u305f\u30ce\u30fc\u30c8\u306e\u76f8\u4e92\u30ea\u30f3\u30af\u304c\u53ef\u80fd\u3067\u3059\u3002LLM\uff08\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\uff09\u3092\u6d3b\u7528\u3057\u3066\u3001\u30d7\u30e9\u30b0\u30a4\u30f3\u3084\u5916\u90e8\u9023\u643a\u306b\u3088\u308a\u3001\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3084\u30c7\u30fc\u30bf\u5206\u6790\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u80fd<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u30e1\u30e2\u3084\u30ce\u30fc\u30c8\u3092\u30ea\u30f3\u30af\u3057\u3066\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3002<\/li>\n\n\n\n<li>LLM\u3092\u7528\u3044\u305f\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u30d7\u30e9\u30b0\u30a4\u30f3\uff08ChatGPT\u30d7\u30e9\u30b0\u30a4\u30f3\u3084\u305d\u306e\u4ed6\u306e\u5916\u90e8AI\u30c4\u30fc\u30eb\u3068\u306e\u9023\u643a\uff09\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u306e\u6574\u7406\u3068Markdown\u5f62\u5f0f\u306e\u30b0\u30e9\u30d5\u3084\u8868\u306e\u4f5c\u6210\u3002<\/li>\n\n\n\n<li>\u76ee\u6b21\u3001\u7d22\u5f15\u3001\u7528\u8a9e\u96c6\u306a\u3069\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u305f\u3081\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3084\u30ab\u30b9\u30bf\u30e0\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f7f\u7528\u53ef\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u4f8b<\/strong>: \u8abf\u67fb\u5831\u544a\u66f8\u3084\u66f8\u7c4d\u306e\u57f7\u7b46\u3001\u30ce\u30fc\u30c8\u9593\u306e\u95a2\u4fc2\u3092\u53ef\u8996\u5316\u3057\u306a\u304c\u3089\u3001\u7ae0\u7acb\u3066\u3057\u305f\u6587\u7ae0\u3092\u751f\u6210\u3002\u30b0\u30e9\u30d5\u3084\u8868\u3082Markdown\u3067\u7c21\u5358\u306b\u633f\u5165\u3067\u304d\u308b\u305f\u3081\u3001\u8abf\u67fb\u306e\u6587\u66f8\u5316\u304c\u30b9\u30e0\u30fc\u30ba\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>Notion<\/strong> + <strong>AI Writing Assistant<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Notion\u306f\u30e1\u30e2\u3084\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u3060\u3051\u3067\u306a\u304f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u7ba1\u7406\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6a5f\u80fd\u3082\u6301\u3064\u30aa\u30fc\u30eb\u30a4\u30f3\u30ef\u30f3\u30c4\u30fc\u30eb\u3067\u3059\u3002Notion\u306eAI\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u4f7f\u3048\u3070\u3001\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3084\u7ae0\u7acb\u3066\u3057\u305f\u6587\u7ae0\u306e\u4f5c\u6210\u3001\u30c7\u30fc\u30bf\u5206\u6790\u304b\u3089\u30b0\u30e9\u30d5\u3084\u8868\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u80fd<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u30e1\u30e2\u3068\u30c7\u30fc\u30bf\u3092\u30ea\u30f3\u30af\u3055\u305b\u3001\u7c21\u5358\u306b\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u5f62\u6210\u3002<\/li>\n\n\n\n<li>Notion AI\u3092\u4f7f\u7528\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u751f\u6210\uff08\u6587\u7ae0\u306e\u30ea\u30e9\u30a4\u30c8\u3001\u8981\u7d04\u3001\u7ae0\u7acb\u3066\u306e\u63d0\u6848\u306a\u3069\uff09\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3057\u3001\u30b0\u30e9\u30d5\u3084\u8868\u306e\u751f\u6210\u3002<\/li>\n\n\n\n<li>\u81ea\u52d5\u7684\u306b\u76ee\u6b21\u3001\u7d22\u5f15\u3001\u7528\u8a9e\u96c6\u306a\u3069\u3092\u751f\u6210\u3059\u308b\u6a5f\u80fd\u3092\u5099\u3048\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u304c\u8c4a\u5bcc\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u4f8b<\/strong>: \u8907\u6570\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6301\u3061\u3001\u8abf\u67fb\u5831\u544a\u66f8\u3084\u66f8\u7c4d\u306e\u5404\u7ae0\u3054\u3068\u306e\u4f5c\u6210\u3084\u3001\u30e1\u30e2\u3084\u8cc7\u6599\u3092\u5143\u306b\u3057\u3066AI\u3092\u4f7f\u3063\u305f\u6587\u7ae0\u751f\u6210\u304c\u53ef\u80fd\u3002\u30ce\u30fc\u30c8\u3084\u30c7\u30fc\u30bf\u306e\u30ea\u30f3\u30af\u3092\u6d3b\u7528\u3057\u3066\u3001\u30b9\u30e0\u30fc\u30ba\u306b\u57f7\u7b46\u4f5c\u696d\u3092\u9032\u3081\u3089\u308c\u308b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Scrivener<\/strong> + <strong>GPT-3\/4<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Scrivener\u306f\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u306b\u7279\u5316\u3057\u305f\u30c4\u30fc\u30eb\u3067\u3001\u7279\u306b\u9577\u6587\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u66f8\u7c4d\u306e\u57f7\u7b46\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002LLM\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30c7\u30fc\u30bf\u5206\u6790\u3084\u30b0\u30e9\u30d5\u4f5c\u6210\u306e\u305f\u3081\u306b\u5916\u90e8\u30c4\u30fc\u30eb\u3068\u9023\u643a\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u80fd<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u9577\u6587\u306e\u6587\u7ae0\u3092\u7ae0\u7acb\u3066\u3057\u3066\u57f7\u7b46\u3001\u30e1\u30e2\u3084\u30ea\u30b5\u30fc\u30c1\u8cc7\u6599\u3092\u30ea\u30f3\u30af\u3002<\/li>\n\n\n\n<li>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3057\u3066\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30d9\u30fc\u30b9\u3067\u30c6\u30ad\u30b9\u30c8\u751f\u6210\uff08\u5916\u90e8\u30d7\u30e9\u30b0\u30a4\u30f3\u3084API\u9023\u643a\u306b\u3088\u308b\u5bfe\u5fdc\uff09\u3002<\/li>\n\n\n\n<li>\u76ee\u6b21\u3084\u7d22\u5f15\u3001\u7528\u8a9e\u96c6\u306e\u751f\u6210\u6a5f\u80fd\u304c\u5145\u5b9f\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u4f8b<\/strong>: \u8abf\u67fb\u5831\u544a\u66f8\u3084\u66f8\u7c4d\u306e\u5404\u7ae0\u3092\u5206\u5272\u3057\u3066\u66f8\u304d\u3001LLM\u306b\u3088\u308b\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3067\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u30d7\u30ed\u30bb\u30b9\u3092\u30b5\u30dd\u30fc\u30c8\u3002\u30c7\u30fc\u30bf\u5206\u6790\u90e8\u5206\u306f\u5916\u90e8\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u88dc\u5b8c\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>Roam Research<\/strong> + <strong>AI Integration<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Roam Research\u306f\u3001\u30e1\u30e2\u3092\u76f8\u4e92\u306b\u30ea\u30f3\u30af\u3057\u3066\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3059\u308b\u30c4\u30fc\u30eb\u3067\u3001AI\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u6a5f\u80fd\u3082\u62e1\u5f35\u53ef\u80fd\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u30ea\u30f3\u30af\u3084\u30b0\u30e9\u30d5\u306e\u4f5c\u6210\u3082\u7c21\u5358\u306b\u3067\u304d\u3001\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u306b\u3082\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u80fd<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u30e1\u30e2\u3084\u30c7\u30fc\u30bf\u306e\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u5f62\u6210\u3002<\/li>\n\n\n\n<li>LLM\u3068\u306e\u9023\u643a\u306b\u3088\u308a\u3001\u6587\u7ae0\u306e\u751f\u6210\u3084\u8981\u7d04\u304c\u53ef\u80fd\uff08\u5916\u90e8\u30d7\u30e9\u30b0\u30a4\u30f3\u4f7f\u7528\uff09\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3044\u3001\u30b0\u30e9\u30d5\u3084\u8868\u3092\u4f5c\u6210\u3057\u3066\u8996\u899a\u5316\u3002<\/li>\n\n\n\n<li>\u5831\u544a\u66f8\u306e\u5404\u7ae0\u3054\u3068\u306e\u7ba1\u7406\u304c\u3057\u3084\u3059\u304f\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u57f7\u7b46\u304c\u53ef\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u4f8b<\/strong>: \u30c7\u30fc\u30bf\u306e\u30ea\u30f3\u30af\u3092\u99c6\u4f7f\u3057\u306a\u304c\u3089\u3001\u5831\u544a\u66f8\u5168\u4f53\u3092\u69cb\u6210\u3057\u3001AI\u3092\u5229\u7528\u3057\u3066\u6587\u7ae0\u751f\u6210\u3084\u6821\u6b63\u304c\u53ef\u80fd\u3002\u8abf\u67fb\u5185\u5bb9\u3092\u307e\u3068\u3081\u3064\u3064\u3001\u76ee\u6b21\u3084\u7d22\u5f15\u3082\u81ea\u52d5\u751f\u6210\u53ef\u80fd\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>Logseq<\/strong> + <strong>AI Plugins<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6982\u8981<\/strong>: Logseq\u306f\u3001Roam Research\u306b\u4f3c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u69cb\u7bc9\u30c4\u30fc\u30eb\u3067\u3001AI\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3084\u6587\u7ae0\u306e\u57f7\u7b46\u3092\u30b5\u30dd\u30fc\u30c8\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u5206\u6790\u3082Markdown\u5f62\u5f0f\u3067\u306e\u8868\u3084\u30b0\u30e9\u30d5\u306e\u4f5c\u6210\u304c\u53ef\u80fd\u3067\u3059\u3002<\/li>\n\n\n\n<li><strong>\u6a5f\u80fd<\/strong>:\n<ul class=\"wp-block-list\">\n<li>\u30e1\u30e2\u3084\u30ce\u30fc\u30c8\u3092\u76f8\u4e92\u306b\u30ea\u30f3\u30af\u3057\u3066\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u69cb\u7bc9\u3002<\/li>\n\n\n\n<li>AI\u30d7\u30e9\u30b0\u30a4\u30f3\u3067\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3092\u30b5\u30dd\u30fc\u30c8\u3002<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u6574\u7406\u3057\u3001\u30b0\u30e9\u30d5\u3084\u8868\u3092\u4f5c\u6210\u3002<\/li>\n\n\n\n<li>\u76ee\u6b21\u3084\u7528\u8a9e\u96c6\u306e\u81ea\u52d5\u751f\u6210\u3092\u652f\u63f4\u3059\u308b\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3082\u6d3b\u7528\u53ef\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u4f8b<\/strong>: \u8abf\u67fb\u5185\u5bb9\u3092\u307e\u3068\u3081\u306a\u304c\u3089\u3001AI\u306b\u3088\u308b\u30c6\u30ad\u30b9\u30c8\u751f\u6210\u3092\u4f7f\u3063\u3066\u5831\u544a\u66f8\u3092\u57f7\u7b46\u3002\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u3092\u6d3b\u7528\u3057\u3066\u30c7\u30fc\u30bf\u306e\u95a2\u4fc2\u6027\u3092\u898b\u3084\u3059\u304f\u3057\u3001\u6587\u7ae0\u3092\u7ae0\u3054\u3068\u306b\u7ba1\u7406\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u7dcf\u8a55<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b8c\u5168\u306a\u300c\u30ef\u30f3\u30b9\u30c8\u30c3\u30d7\u300d\u3067\u5168\u3066\u306e\u6a5f\u80fd\u3092\u6301\u3064\u88fd\u54c1\u306f\u307e\u3060\u5c11\u306a\u3044\u3067\u3059\u304c\u3001<strong>Notion<\/strong> \u3084 <strong>Obsidian<\/strong> \u306f\u591a\u6a5f\u80fd\u3067\u76f4\u611f\u7684\u306b\u6271\u3048\u3001AI\u3068\u306e\u9023\u643a\u3082\u5bb9\u6613\u306a\u305f\u3081\u3001\u8abf\u67fb\u5831\u544a\u66f8\u3084\u66f8\u7c4d\u57f7\u7b46\u306b\u975e\u5e38\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001<strong>Scrivener<\/strong> \u306f\u9577\u6587\u30e9\u30a4\u30c6\u30a3\u30f3\u30b0\u306b\u7279\u5316\u3057\u305f\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001LLM\u3068\u306e\u4f75\u7528\u306b\u3088\u308a\u9ad8\u5ea6\u306a\u57f7\u7b46\u652f\u63f4\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u8907\u96d1\u306a\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u69cb\u7bc9\u3084\u30c7\u30fc\u30bf\u5206\u6790\u304c\u91cd\u8981\u306a\u5834\u5408\u306f\u3001<strong>Roam Research<\/strong> \u3084 <strong>Logseq<\/strong> \u3082\u6709\u529b\u306a\u9078\u629e\u80a2\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u3092\u4f7f\u3044\u5206\u3051\u308b\u304b\u3001\u9069\u5b9c\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u7406\u60f3\u7684\u306a\u5831\u544a\u66f8\u3084\u66f8\u7c4d\u57f7\u7b46\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u69cb\u7bc9\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u304a\u85a6\u3081\u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u88fd\u54c1 \u30ca\u30ec\u30c3\u30b8\u30b0\u30e9\u30d5\u5e02\u5834\u306b\u306f\u3001\u6570\u591a\u304f\u306e\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304c\u4e71\u7acb\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u308c\u3089\u306e\u88fd\u54c1\u306f\u3044\u304f\u3064\u304b\u306e\u30bf\u30a4\u30d7\u306b\u5206\u304b\u308c\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308c\u76ee\u7684\u306b\u5fdc\u3058\u3066\u4f7f\u3044\u5206\u3051\u304c\u3067\u304d\u305d\u3046\u3067\u3059\u3002\u3053\u3053\u3067\u306fChatGPT 4o\u3067\u9855\u8457\u306a\u7279 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-1244","post","type-post","status-publish","format-standard","hentry","category-data-science"],"_links":{"self":[{"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/posts\/1244","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/comments?post=1244"}],"version-history":[{"count":3,"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/posts\/1244\/revisions"}],"predecessor-version":[{"id":1260,"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/posts\/1244\/revisions\/1260"}],"wp:attachment":[{"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/media?parent=1244"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/categories?post=1244"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.mindware-jp.com\/ja\/wp-json\/wp\/v2\/tags?post=1244"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}