{"id":47041,"date":"2024-08-15T15:59:37","date_gmt":"2024-08-15T15:59:37","guid":{"rendered":"https:\/\/meetcody.ai\/blog\/%e3%83%99%e3%82%af%e3%82%bf%e3%83%bcdb%e3%81%a8%e3%82%b0%e3%83%a9%e3%83%95db%ef%bc%9a%e4%b8%bb%e3%81%aa%e9%81%95%e3%81%84%e3%82%92%e8%aa%ac%e6%98%8e\/"},"modified":"2024-08-15T15:59:37","modified_gmt":"2024-08-15T15:59:37","slug":"%e3%83%99%e3%82%af%e3%82%bf%e3%83%bcdb%e3%81%a8%e3%82%b0%e3%83%a9%e3%83%95db%ef%bc%9a%e4%b8%bb%e3%81%aa%e9%81%95%e3%81%84%e3%82%92%e8%aa%ac%e6%98%8e","status":"publish","type":"post","link":"https:\/\/meetcody.ai\/ja\/blog\/%e3%83%99%e3%82%af%e3%82%bf%e3%83%bcdb%e3%81%a8%e3%82%b0%e3%83%a9%e3%83%95db%ef%bc%9a%e4%b8%bb%e3%81%aa%e9%81%95%e3%81%84%e3%82%92%e8%aa%ac%e6%98%8e\/","title":{"rendered":"\u30d9\u30af\u30bf\u30fcDB\u3068\u30b0\u30e9\u30d5DB\uff1a\u4e3b\u306a\u9055\u3044\u3092\u8aac\u660e"},"content":{"rendered":"<p>\u30c7\u30fc\u30bf\u304c\u8907\u96d1\u5316\u3057\u3001\u91cf\u304c\u5897\u3048\u7d9a\u3051\u308b\u4e2d\u3001\u9069\u5207\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u975e\u5e38\u306b\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u308b\u3002<br \/>\n\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u306e2\u3064\u306e\u4e00\u822c\u7684\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001\u30d9\u30af\u30bf\u30fcDB\u3068\u30b0\u30e9\u30d5DB\u3067\u3059\u3002<br \/>\n\u3069\u3061\u3089\u3082\u7570\u306a\u308b\u30bf\u30a4\u30d7\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u5fdc\u3059\u308b\u72ec\u81ea\u306e\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u52b9\u7387\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u305d\u306e\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u304c\u91cd\u8981\u306b\u306a\u308b\u3002<br \/>\n\u305d\u308c\u305e\u308c\u306e\u9577\u6240\u3068\u77ed\u6240\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u30c7\u30fc\u30bf\u306e\u6f5c\u5728\u80fd\u529b\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002     <\/p>\n<div class=\"st-emotion-cache-asc41u e1nzilvr2\" data-testid=\"stHeadingWithActionElements\">\n<h2 id=\"core-concepts-vector-database-vs-graph-database\">\u30b3\u30a2\u30b3\u30f3\u30bb\u30d7\u30c8\u30d9\u30af\u30bf\u30fcDB\u3068\u30b0\u30e9\u30d5DB<\/h2>\n<\/div>\n<p> <strong>\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9(VDB)<\/strong>\u306f\u3001\u9ad8\u6b21\u5143\u306e\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u306e\u52b9\u7387\u7684\u306a\u683c\u7d0d\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4ed8\u3051\u3001\u691c\u7d22\u306b\u7279\u5316\u3057\u3066\u3044\u308b\u3002<br \/>\n\u30d9\u30af\u30c8\u30eb\u306f\u4e00\u5b9a\u306e\u6b21\u5143\u3092\u6301\u3064\u6570\u5b66\u7684\u69cb\u9020\u3092\u8868\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u6700\u8fd1\u508d\u63a2\u7d22\u3084\u30d9\u30af\u30c8\u30eb\u91cf\u5b50\u5316\u306a\u3069\u306e\u30bf\u30b9\u30af\u306b\u3088\u304f\u4f7f\u7528\u3055\u308c\u308b\u3002<br \/>\n\u4f8b\u3048\u3070\u3001\u30d9\u30af\u30c8\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u5927\u898f\u6a21\u306a\u30c6\u30ad\u30b9\u30c8\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306e\u5358\u8a9e\u57cb\u3081\u8fbc\u307f\u3092\u7ba1\u7406\u3057\u305f\u308a\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u5f37\u5316\u3057\u305f\u308a\u3001\u985e\u4f3c\u691c\u7d22\u3092\u5b9f\u884c\u3059\u308b\u306e\u306b\u7406\u60f3\u7684\u3067\u3042\u308b\u3002<br \/>\n\u5bfe\u7167\u7684\u306b\u3001<strong>\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08GDB<\/strong>\uff09\u306f\u3001\u5b9f\u4f53\u3068\u305d\u306e\u95a2\u4fc2\u3092\u8868\u3059\u30ce\u30fc\u30c9\u3068\u30a8\u30c3\u30b8\u304b\u3089\u306a\u308b\u30b0\u30e9\u30d5\u306e\u5f62\u3067\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308b\u3002<br \/>\n\u3053\u306e\u69cb\u9020\u306b\u3088\u308a\u3001\u30b0\u30e9\u30d5\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3001\u77e5\u8b58\u30b0\u30e9\u30d5\u306b\u898b\u3089\u308c\u308b\u3088\u3046\u306a\u8907\u96d1\u306a\u76f8\u4e92\u95a2\u4fc2\u3092\u6271\u3046\u3053\u3068\u306b\u9577\u3051\u3066\u3044\u308b\u3002<br \/>\n\u3053\u308c\u3089\u306e\u8907\u96d1\u306a\u95a2\u4fc2\u3092\u52b9\u7387\u7684\u306b\u30af\u30a8\u30ea\u3059\u308b\u305f\u3081\u306b\u3001\u30b0\u30e9\u30d5\u306e\u30c8\u30e9\u30d0\u30fc\u30b5\u30eb\u3068\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u30f3\u30b0\u306e\u6280\u8853\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u3002       <\/p>\n<div class=\"st-emotion-cache-asc41u e1nzilvr2\" data-testid=\"stHeadingWithActionElements\">\n<h2 id=\"scalability-and-performance-which-database-shines\">\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\uff1a\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u8f1d\u304f\u304b\uff1f<\/h2>\n<\/div>\n<p> \u30d9\u30af\u30c8\u30ebDB\u306f\u3001\u6700\u8fd1\u508d\uff08NN\uff09\u691c\u7d22\u3084\u30d9\u30af\u30c8\u30eb\u91cf\u5b50\u5316\u306e\u3088\u3046\u306a\u64cd\u4f5c\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u304a\u308a\u3001\u5927\u898f\u6a21\u306a\u985e\u4f3c\u6027\u691c\u7d22\u3084AI\u3092\u542b\u3080\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3068\u3063\u3066\u6975\u3081\u3066\u91cd\u8981\u3067\u3042\u308b\u3002<br \/>\n\u4f8b\u3048\u3070\u3001Faiss\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u9ad8\u6b21\u5143\u30d9\u30af\u30c8\u30eb\u306e\u7d22\u5f15\u4ed8\u3051\u3068\u691c\u7d22\u306b\u512a\u308c\u3066\u304a\u308a\u3001\u30af\u30a8\u30ea\u6642\u9593\u306e\u8907\u96d1\u3055\u306f\u7dda\u5f62\u4ee5\u4e0b\uff08O(n+kd)\uff09\u3067\u3001\u6570\u767e\u4e07\u304b\u3089\u6570\u5341\u5104\u306e\u30d9\u30af\u30c8\u30eb\u3092\u6271\u3046\u306e\u306b\u975e\u5e38\u306b\u52b9\u7387\u7684\u3067\u3059\u3002<br \/>\n\u4e00\u65b9\u3001\u30b0\u30e9\u30d5DB\u306f\u8907\u96d1\u306a\u95a2\u4fc2\u3092\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u77e5\u3089\u308c\u3066\u304a\u308a\u3001\u8907\u96d1\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30c8\u30e9\u30d0\u30fc\u30b5\u30eb\u3084\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u30f3\u30b0\u3092\u5fc5\u8981\u3068\u3059\u308b\u30b7\u30ca\u30ea\u30aa\u306b\u512a\u308c\u3066\u3044\u308b\u3002<br \/>\n\u5206\u6563\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u6226\u7565\u3092\u7528\u3044\u3066\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u61f8\u5ff5\u306b\u5bfe\u51e6\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u5927\u3057\u3066\u3082\u8a31\u5bb9\u53ef\u80fd\u306a\u30af\u30a8\u30ea\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br \/>\n\u30b9\u30fc\u30d1\u30fc\u30ce\u30fc\u30c9\u300d\u3084\u8907\u6570\u306e\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30db\u30c3\u30d7\u3068\u3044\u3063\u305f\u56fa\u6709\u306e\u8ab2\u984c\u304c\u3042\u308b\u305f\u3081\u3001\u3053\u306e\u30bf\u30b9\u30af\u306f\u81ea\u660e\u3067\u306f\u306a\u3044\u304c\u3001\u4e57\u308a\u8d8a\u3048\u3089\u308c\u306a\u3044\u3082\u306e\u3067\u306f\u306a\u3044\u3002<br \/>\n\u30b9\u30c8\u30ec\u30fc\u30b8\u30fb\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u3084\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u6642\u9593\u3068\u3044\u3063\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30e1\u30c8\u30ea\u30af\u30b9\u306e\u9762\u3067\u306f\u3001\u4e00\u822c\u7684\u306b\u30d9\u30af\u30bf\u30fcDB\u306e\u65b9\u304c\u512a\u308c\u3066\u3044\u308b\u3002<br \/>\n\u4f8b\u3048\u3070\u3001<a href=\"https:\/\/ai.meta.com\/tools\/faiss\/#:~:text=FAISS%20(Facebook%20AI%20Similarity%20Search,are%20similar%20to%20each%20other.\">Faiss\u306f<\/a>\u30b3\u30f3\u30d1\u30af\u30c8\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u3092\u6301\u3061\u3001\u8fc5\u901f\u306a\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u69cb\u7bc9\u6642\u9593\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n\u9006\u306b\u3001\u30b0\u30e9\u30d5DB\u306f\u3001\u30ce\u30fc\u30c9\u3068\u30a8\u30c3\u30b8\u3092\u7dad\u6301\u3059\u308b\u8907\u96d1\u3055\u306e\u305f\u3081\u306b\u3001\u3088\u308a\u591a\u304f\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u8a08\u7b97\u8cc7\u6e90\u3092\u5fc5\u8981\u3068\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u76f8\u4e92\u63a5\u7d9a\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u30ca\u30d3\u30b2\u30fc\u30b7\u30e7\u30f3\u3068\u30af\u30a8\u30ea\u306b\u304a\u3044\u3066\u6bd4\u985e\u306e\u306a\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002         <\/p>\n<div class=\"st-emotion-cache-asc41u e1nzilvr2\" data-testid=\"stHeadingWithActionElements\">\n<h2 id=\"making-the-right-choice-factors-to-consider\">\u6b63\u3057\u3044\u9078\u629e\u3092\u3059\u308b\u8003\u616e\u3059\u3079\u304d\u8981\u7d20<\/h2>\n<\/div>\n<p> \u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08VDB\uff09\u3068\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08GDB\uff09\u306e\u3069\u3061\u3089\u304b\u3092\u9078\u629e\u3059\u308b\u306e\u306f\u5927\u5909\u306a\u3053\u3068\u3067\u3059\u3002<br \/>\n\u3053\u3053\u3067\u306f\u3001\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u3092\u7c21\u7d20\u5316\u3059\u308b\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u7d39\u4ecb\u3059\u308b\uff1a   <\/p>\n<div class=\"st-emotion-cache-asc41u e1nzilvr2\" data-testid=\"stHeadingWithActionElements\">\n<h3 id=\"understanding-your-data\">\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3059\u308b<\/h3>\n<\/div>\n<p> \u307e\u305a\u3001\u30c7\u30fc\u30bf\u306e\u8907\u96d1\u3055\u3092\u8a55\u4fa1\u3059\u308b\u3002<br \/>\n\u69cb\u9020\u5316\u3055\u308c\u3066\u3044\u308b\u304b\u3001\u975e\u69cb\u9020\u5316\u3055\u308c\u3066\u3044\u308b\u304b\u3002<br \/>\n\u8907\u96d1\u306a\u95a2\u4fc2\u304b\u3001\u72ec\u7acb\u3057\u305f\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u304b\uff1f<br \/>\n\u4f8b\u3048\u3070\u3001\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306f\u95a2\u4fc2\u6027\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3059\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u304c\u3001\u753b\u50cf\u691c\u7d22\u306f\u9ad8\u6b21\u5143\u30c7\u30fc\u30bf\u306b\u4f9d\u5b58\u3059\u308b\u3060\u308d\u3046\u3002     <\/p>\n<div class=\"st-emotion-cache-asc41u e1nzilvr2\" data-testid=\"stHeadingWithActionElements\">\n<h3 id=\"identifying-primary-use-cases\">\u4e3b\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u7279\u5b9a<\/h3>\n<\/div>\n<p> \u6b21\u306b\u3001\u6c42\u3081\u308b\u4e3b\u8981\u306a\u6d1e\u5bdf\u3092\u6c7a\u5b9a\u3059\u308b\u3002<br \/>\n\u4f8b\u3048\u3070\u3001\u5927\u898f\u6a21\u306a\u985e\u4f3c\u691c\u7d22\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u30d9\u30af\u30bf\u30fcDB\u304c\u7406\u60f3\u7684\u3067\u3042\u308b\u3002<br \/>\n\u9006\u306b\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d0\u30fc\u30b5\u30eb\u3084\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u30f3\u30b0\u306b\u306f\u3001\u30b0\u30e9\u30d5DB\u304c\u512a\u308c\u3066\u3044\u308b\u3002    <\/p>\n<div class=\"st-emotion-cache-asc41u e1nzilvr2\" data-testid=\"stHeadingWithActionElements\">\n<h3 id=\"evaluating-performance-and-scalability\">\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u8a55\u4fa1<\/h3>\n<\/div>\n<p> \u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u30cb\u30fc\u30ba\u3092\u8003\u616e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30ec\u30b9\u30dd\u30f3\u30b9\u3068\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u53d6\u308a\u6271\u3044\u304c\u91cd\u8981\u306a\u5834\u5408\u3001\u30d9\u30af\u30bf\u30fcDB\u306f\u9ad8\u6b21\u5143\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u52b9\u7387\u7684\u3067\u3059\u3002<br \/>\n\u3057\u304b\u3057\u3001\u30b0\u30e9\u30d5DB\u306f\u8907\u96d1\u306a\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u3092\u3088\u308a\u3046\u307e\u304f\u51e6\u7406\u3057\u307e\u3059\u304c\u3001\u30b0\u30e9\u30d5\u306e\u30c8\u30e9\u30d0\u30fc\u30b5\u30eb\u3084\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u30f3\u30b0\u306e\u305f\u3081\u306b\u3088\u308a\u591a\u304f\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u5fc5\u8981\u3068\u3059\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002    <\/p>\n<div class=\"st-emotion-cache-asc41u e1nzilvr2\" data-testid=\"stHeadingWithActionElements\">\n<h3 id=\"strengths-and-weaknesses\">\u5f37\u307f\u3068\u5f31\u307f<\/h3>\n<\/div>\n<p> VDB\u306f\u6700\u8fd1\u508d\u691c\u7d22\u3068\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u306b\u512a\u308c\u3066\u304a\u308a\u3001\u8fc5\u901f\u306a\u30d9\u30af\u30c8\u30eb\u6f14\u7b97\u3092\u5fc5\u8981\u3068\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u6700\u9069\u3067\u3059\u3002<br \/>\nGDB\u306f\u3001\u8907\u96d1\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u7ba1\u7406\u3068\u30af\u30a8\u30ea\u306b\u5a01\u529b\u3092\u767a\u63ee\u3057\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u6790\u3084\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u306a\u3069\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u5f79\u7acb\u3061\u307e\u3059\u3002<br \/>\n\u6700\u7d42\u7684\u306b\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6027\u8cea\u3068\u7279\u5b9a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u8981\u4ef6\u306b\u3088\u3063\u3066\u9078\u629e\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u3053\u308c\u3089\u306e\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u80fd\u6027\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002     <\/p>\n<div class=\"st-emotion-cache-asc41u e1nzilvr2\" data-testid=\"stHeadingWithActionElements\">\n<div class=\"st-emotion-cache-asc41u e1nzilvr2\" data-testid=\"stHeadingWithActionElements\">\n<h2 id=\"conclusion-unlocking-the-full-potential-of-your-data\">\u7d50\u8ad6\u30c7\u30fc\u30bf\u306e\u53ef\u80fd\u6027\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059<\/h2>\n<\/div>\n<p> \u7279\u5b9a\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u8981\u4ef6\u306b\u57fa\u3065\u3044\u3066\u3001\u30d9\u30af\u30bf\u30fc\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08VDB\uff09\u3068\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08GDB\uff09\u306e\u3044\u305a\u308c\u304b\u3092\u614e\u91cd\u306b\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<br \/>\n\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30bf\u30a4\u30d7\u306b\u306f\u72ec\u81ea\u306e\u5f37\u307f\u304c\u3042\u308a\u3001\u7570\u306a\u308b\u30b7\u30ca\u30ea\u30aa\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\nVDB\u306f\u9ad8\u6b21\u5143\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u3084\u985e\u4f3c\u691c\u7d22\u306b\u512a\u308c\u3066\u304a\u308a\u3001AI\u3084\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u306b\u6700\u9069\u3067\u3059\u3002<br \/>\n\u4e00\u65b9\u3001GDB\u306f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30c8\u30e9\u30d0\u30fc\u30b5\u30eb\u3084\u30d1\u30bf\u30fc\u30f3\u30de\u30c3\u30c1\u30f3\u30b0\u306b\u5a01\u529b\u3092\u767a\u63ee\u3057\u3001\u30bd\u30fc\u30b7\u30e3\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u6790\u3084\u8907\u96d1\u306a\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u30b7\u30c3\u30d7\u7ba1\u7406\u306b\u6700\u9069\u3067\u3059\u3002<br \/>\n\u30c7\u30fc\u30bf\u3068\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u9069\u5207\u306a\u610f\u601d\u6c7a\u5b9a\u304c\u53ef\u80fd\u306b\u306a\u308a\u3001\u30cb\u30fc\u30ba\u306b\u5408\u3063\u305f\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u6d3b\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u9069\u5207\u306a<a href=\"https:\/\/meetcody.ai\/blog\/top-vector-databases\/\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092<\/a>\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001\u69d8\u3005\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u6d1e\u5bdf\u529b\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002       <\/div>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u304c\u8907\u96d1\u5316\u3057\u3001\u91cf\u304c\u5897\u3048\u7d9a\u3051\u308b\u4e2d\u3001\u9069\u5207\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u975e\u5e38\u306b\u91cd\u8981\u306b\u306a\u3063\u3066\u3044\u308b\u3002 \u5927\u898f\u6a21\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u306e2\u3064\u306e\u4e00\u822c\u7684\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001\u30d9\u30af\u30bf\u30fcDB\u3068\u30b0\u30e9\u30d5DB\u3067\u3059\u3002 \u3069\u3061\u3089\u3082\u7570\u306a\u308b\u30bf\u30a4\u30d7\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u5fdc\u3059\u308b\u72ec\u81ea\u306e\u6a5f\u80fd\u3092\u5099\u3048\u3066\u304a\u308a\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u52b9\u7387\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u305d\u306e\u6c7a\u5b9a\u30d7\u30ed\u30bb\u30b9\u304c\u91cd\u8981\u306b\u306a\u308b\u3002 \u305d\u308c\u305e\u308c\u306e\u9577\u6240\u3068\u77ed\u6240\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306f\u30c7\u30fc\u30bf\u306e\u6f5c\u5728\u80fd\u529b\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002 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