{"id":58023,"date":"2026-10-08T16:47:51","date_gmt":"2026-10-08T07:47:51","guid":{"rendered":"https:\/\/overcentral.com\/ja\/?p=58023"},"modified":"2026-10-08T16:47:51","modified_gmt":"2026-10-08T07:47:51","slug":"perplexity-multimodal-embedding-model-58023","status":"publish","type":"post","link":"https:\/\/overcentral.com\/ja\/perplexity-multimodal-embedding-model-58023\/","title":{"rendered":"Perplexity\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u300cpplx-embed-v2-late\u300d\u516c\u958b\u30029B\u7248\u304cMADQA\u306792.4\uff05\u7372\u5f97<\/strong>"},"content":{"rendered":"

Perplexity\u306f\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u60c5\u5831\u691c\u7d22\u306e\u65b0\u305f\u306a\u9078\u629e\u80a2\u3068\u3057\u3066\u3001ColBERT\u30b9\u30bf\u30a4\u30eb\u306e\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u300cpplx-embed-v2-late\u300d\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u3001PDF\u30da\u30fc\u30b8\u3092\u540c\u4e00\u306e\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u3067\u6271\u3048\u308b\u70b9\u304c\u6700\u5927\u306e\u7279\u5fb4\u3067\u30010.6B\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8efd\u91cf\u7248\u3068\u30019B\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u9ad8\u54c1\u8cea\u7248\u306e2\u7a2e\u985e\u304c\u63d0\u4f9b\u3055\u308c\u307e\u3059\u3002\u7279\u306b\u6ce8\u76ee\u3059\u3079\u304d\u306f\u3001\u6587\u66f8\u691c\u7d22\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u300cMADQA\u300d\u306b\u304a\u3044\u3066\u30019B\u7248\u304c92.4%<\/strong>\u3068\u3044\u3046\u9ad8\u3044\u7cbe\u5ea6\u3092\u9054\u6210\u3057\u305f\u3053\u3068\u3067\u3059\u3002\u672c\u30e2\u30c7\u30eb\u306fMIT\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u516c\u958b\u3055\u308c\u3066\u304a\u308a\u3001\u5546\u7528\u5229\u7528\u3082\u53ef\u80fd\u3067\u3059\u3002\u65e2\u5b58\u306e\u9ad8\u6b21\u5143\u30d9\u30af\u30c8\u30eb\u30e2\u30c7\u30eb\u306b\u6bd4\u3079\u3001\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a128\u6b21\u5143<\/strong>\u3068\u975e\u5e38\u306b\u30b3\u30f3\u30d1\u30af\u30c8\u306a\u30d9\u30af\u30c8\u30eb\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u70b9\u3082\u3001\u904b\u7528\u30b3\u30b9\u30c8\u306e\u9762\u3067\u5927\u304d\u306a\u30e1\u30ea\u30c3\u30c8\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u306a\u305c\u57cb\u3081\u8fbc\u307f\u306f1\u30d9\u30af\u30c8\u30eb\u3067\u306f\u4e0d\u5341\u5206\u306a\u306e\u304b\u2014\u2014\u300cpplx-embed-v2-late\u300d\u306e\u6280\u8853\u7684\u9769\u65b0<\/h2>\n

\u5f93\u6765\u306e\u9ad8\u5bc6\u5ea6\uff08dense\uff09\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u306f\u3001\u6587\u66f8\u5168\u4f53\u30921\u3064\u306e\u30d9\u30af\u30c8\u30eb\u306b\u5727\u7e2e\u3057\u307e\u3059\u3002\u3053\u308c\u306f\u60c5\u5831\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u751f\u307f\u3001\u691c\u7d22\u6642\u306b\u300cpasta\u300d\u3067\u691c\u7d22\u3057\u3066\u3082\u6587\u66f8\u4e2d\u306e\u300cspaghetti\u300d\u3092\u6b63\u78ba\u306b\u30de\u30c3\u30c1\u30f3\u30b0\u3067\u304d\u306a\u3044\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/p>\n

pplx-embed-v2-late\u304c\u63a1\u7528\u3059\u308b\u300cMaxSim\uff08\u6700\u5927\u985e\u4f3c\u5ea6\uff09\u300d\u30b9\u30b3\u30a2\u30ea\u30f3\u30b0\u3067\u306f\u3001\u6587\u66f8\u5185\u306e\u30c8\u30fc\u30af\u30f3\u3054\u3068\u306b128\u6b21\u5143\u306e\u30d9\u30af\u30c8\u30eb<\/strong>\u3092\u4fdd\u6301\u3057\u307e\u3059\u3002\u691c\u7d22\u6642\u306f\u3001\u30af\u30a8\u30ea\u306e\u5404\u30c8\u30fc\u30af\u30f3\u304c\u6587\u66f8\u5185\u306e\u6700\u3082\u985e\u4f3c\u3057\u305f\u30c8\u30fc\u30af\u30f3\u3092\u898b\u3064\u3051\u51fa\u3057\u3001\u305d\u306e\u6700\u5927\u5024\u3092\u5408\u8a08\u3059\u308b\u3053\u3068\u3067\u6587\u66f8\u5168\u4f53\u306e\u30b9\u30b3\u30a2\u3092\u7b97\u51fa\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u5358\u8a9e\u306e\u540c\u7fa9\u8a9e\u3084\u8a00\u3044\u63db\u3048\u306b\u5f37\u3044\u3001\u67d4\u8edf\u306a\u691c\u7d22\u304c\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n

\u30e2\u30c7\u30eb\u306f\u300118B\u306e\u6559\u5e2b\u30e2\u30c7\u30eb\u304b\u3089\u3001LEAF\u30b9\u30bf\u30a4\u30eb\u306e\u30c8\u30fc\u30af\u30f3\u30ec\u30d9\u30eb\u306e\u84b8\u7559\uff08distillation\uff09\u306b\u3088\u3063\u3066\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8efd\u91cf\u7248\u3068\u9ad8\u54c1\u8cea\u7248\u306f\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u540c\u4e00\u306e\u57cb\u3081\u8fbc\u307f\u7a7a\u9593\u3092\u5171\u6709\u3057\u3066\u304a\u308a\u3001\u7528\u9014\u306b\u5fdc\u3058\u3066\u30e2\u30c7\u30eb\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u300c\u975e\u5bfe\u79f0\u691c\u7d22\u300d\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n

2\u3064\u306e\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u3068\u63a8\u5968\u3055\u308c\u308b\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/h2>\n\n\n\n\n\n\n\n\n
\u6307\u6a19<\/th>\npplx-embed-v2-late-0.6B<\/th>\npplx-embed-v2-late-9B<\/th>\n<\/tr>\n
\u7dcf\u30d1\u30e9\u30e1\u30fc\u30bf\u6570<\/td>\n594M<\/td>\n9B\uff08\u516c\u958b\u30da\u30fc\u30b8\u3067\u306f8B\u8868\u8a18\uff09<\/td>\n<\/tr>\n
\u30a2\u30af\u30c6\u30a3\u30d6\u30d1\u30e9\u30e1\u30fc\u30bf\u6570<\/td>\n\u30c6\u30ad\u30b9\u30c8\u7d04240M\u3001\u753b\u50cf\u7d04340M<\/td>\n7.4B<\/td>\n<\/tr>\n
\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb<\/td>\nQwen3.5-0.8B\uff0812\u5c64\u306b\u5208\u308a\u8fbc\u307f\uff09<\/td>\nQwen3.5<\/td>\n<\/tr>\n
\u51fa\u529b\u30d9\u30af\u30c8\u30eb\u6b21\u5143<\/td>\n\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a128\u6b21\u5143<\/td>\n\u30c8\u30fc\u30af\u30f3\u3042\u305f\u308a128\u6b21\u5143<\/td>\n<\/tr>\n
\u63a8\u5968\u5b9f\u884c\u74b0\u5883<\/td>\n\u30ce\u30fc\u30c8PC\u3001\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u3001\u5c0f\u578bGPU<\/td>\n\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u5411\u3051GPU<\/td>\n<\/tr>\n
\u60f3\u5b9a\u3055\u308c\u308b\u5f79\u5272<\/td>\n\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30af\u30a8\u30ea\u30a8\u30f3\u30b3\u30fc\u30c0\u3001\u30ed\u30fc\u30ab\u30eb\u904b\u7528<\/td>\n\u6587\u66f8\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u69cb\u7bc9<\/td>\n<\/tr>\n<\/table>\n

Perplexity\u306f\u30010.6B\u30e2\u30c7\u30eb\u3092\u300c\u8efd\u91cf\u306a\u30af\u30a8\u30ea\u30a8\u30f3\u30b3\u30fc\u30c0\u300d\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3001\u30a8\u30c3\u30b8\u30c7\u30d0\u30a4\u30b9\u3067\u306e\u52d5\u4f5c\u3082\u60f3\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u91cd\u307f\u306e\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u306f\u3001bf16\u7cbe\u5ea6\u3067\u7d041.2GB\uff080.6B\u7248\uff09\u3068\u63a8\u5b9a\u3055\u308c\u3001\u5b9f\u969b\u306e\u5c0e\u5165\u306e\u3057\u3084\u3059\u3055\u304c\u610f\u8b58\u3055\u308c\u305f\u8a2d\u8a08\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u7af6\u5408\u3092\u51cc\u99d5\u2014\u2014\u300cMADQA\u300d92.4\uff05\u3001Q2D-Web\u3067\u3082\u65b0\u8a18\u9332<\/h2>\n

Perplexity\u304c\u767a\u8868\u3057\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u7d50\u679c\uff08\u81ea\u5df1\u5831\u544a\uff09\u306b\u3088\u308c\u3070\u30019B\u7248\u306f\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bPDF\u691c\u7d22\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u300cMADQA\u300d\u306792.4%<\/strong>\u3092\u8a18\u9332\u3002Mixedbread\u306eretriever\uff0888.9%\uff09\u3092\u4e0a\u56de\u308a\u3001\u691c\u7d22\u6a5f\u80fd\u3068\u3057\u3066\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u306e\u7cbe\u5ea6\u3092\u793a\u3057\u307e\u3057\u305f\u3002<\/p>\n

\u3082\u3046\u4e00\u3064\u306e\u6ce8\u76ee\u7d50\u679c\u306f\u3001Perplexity\u306e\u72ec\u81ea\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u300cQ2D-Web\uff08Recall@1000\uff09\u300d\u3067\u3059\u30029B\u7248\u304c74.8%<\/strong>\u30010.6B\u7248\u304c73.6%<\/strong>\u3092\u9054\u6210\u3057\u3001\u5f93\u6765\u306e\u6700\u9ad8\u8a18\u9332\u3067\u3042\u308b69.3%\u3092\u5927\u304d\u304f\u66f4\u65b0\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u300170,000\u30af\u30a8\u30ea\u30681\u51049,000\u4e07\u306e\u30a6\u30a7\u30d6\u6587\u66f8\u304b\u3089\u306a\u308b\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306e\u8a55\u4fa1\u3067\u3042\u308a\u3001\u5b9f\u7528\u7684\u306a\u30a6\u30a7\u30d6\u898f\u6a21\u306e\u691c\u7d22\u306b\u304a\u3051\u308b\u512a\u4f4d\u6027\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u4e00\u65b9\u3067\u3001\u753b\u50cf\u691c\u7d22\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u300cViDoRe v3\u300d\u306b\u304a\u3044\u3066\u306f\u30019B\u7248\u3067\u308265.2%\u3068\u3001Tencent\u306e\u300cEVIE\u300d\u306b\u53ca\u3070\u306a\u3044\u7d50\u679c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u753b\u50cf\u30c9\u30e1\u30a4\u30f3\u306f\u4f9d\u7136\u3068\u3057\u3066\u8ab2\u984c\u304c\u6b8b\u308a\u307e\u3059\u304c\u30010.6B\u7248\u306fnemotron-colembed-v2-8b\u30681.2\u30dd\u30a4\u30f3\u30c8\u5dee\u306b\u8feb\u3063\u3066\u304a\u308a\u3001\u8efd\u91cf\u30e2\u30c7\u30eb\u3068\u3057\u3066\u306e\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306f\u6975\u3081\u3066\u9ad8\u3044\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n

\u300c\u975e\u5bfe\u79f0\u691c\u7d22\u300d\u306e\u5a01\u529b\u2014\u20149B\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u00d70.6B\u30af\u30a8\u30ea\u3067\u534a\u984d\u306e\u54c1\u8cea<\/h2>\n

pplx-embed-v2-late\u306e\u6700\u3082\u9769\u65b0\u7684\u306a\u904b\u7528\u65b9\u6cd5\u306f\u3001\u300c\u975e\u5bfe\u79f0\u691c\u7d22\u300d\u3067\u3059\u30029B\u30e2\u30c7\u30eb\u3067\u69cb\u7bc9\u3057\u305f\u6587\u66f8\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306b\u5bfe\u3057\u3001\u8efd\u91cf\u306a0.6B\u30e2\u30c7\u30eb\u3067\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u65b9\u5f0f\u3067\u3059\u3002ViDoRe v3\u753b\u50cf\u691c\u7d22\u306b\u304a\u3044\u3066\u3001\u3053\u306e\u975e\u5bfe\u79f0\u69cb\u6210\u306f63.5%\u3092\u8a18\u9332\u30020.6B\u30e2\u30c7\u30eb\u3092\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3068\u30af\u30a8\u30ea\u306e\u4e21\u65b9\u306b\u4f7f\u3063\u305f\u5834\u5408\u306e62.3%\u3092\u4e0a\u56de\u308a\u3001\u30af\u30a8\u30ea\u306e\u8a08\u7b97\u30b3\u30b9\u30c8\u306f\u540c\u3058\u3067\u3042\u308a\u306a\u304c\u3089\u54c1\u8cea\u304c\u5411\u4e0a\u3057\u307e\u3057\u305f\u3002Perplexity\u306f\u3053\u308c\u3092\u300c\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\u306b\u304a\u3044\u3066\u30019B\u30e2\u30c7\u30eb\u304b\u30890.6B\u30e2\u30c7\u30eb\u3078\u306e\u54c1\u8cea\u30ae\u30e3\u30c3\u30d7\u306e\u7d04\u534a\u5206\u3092\u30010.6B\u306e\u30af\u30a8\u30ea\u30b3\u30b9\u30c8\u3067\u56de\u5fa9\u3067\u304d\u308b\u300d\u3068\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u30db\u30b9\u30c6\u30a3\u30f3\u30b0\u3068\u30e9\u30a4\u30bb\u30f3\u30b9\u2014\u2014\u5b8c\u5168\u30bb\u30eb\u30d5\u30db\u30b9\u30c8\u578b\u3001API\u306f\u6e96\u5099\u4e2d<\/h2>\n

\u73fe\u5728\u3001\u4e21\u30e2\u30c7\u30eb\u306fMIT\u30e9\u30a4\u30bb\u30f3\u30b9<\/strong>\u306e\u3082\u3068\u3001Hugging Face\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5546\u7528\u5229\u7528\u3092\u542b\u3080\u81ea\u7531\u5ea6\u306e\u9ad8\u3044\u5229\u7528\u304c\u53ef\u80fd\u3067\u3001\u81ea\u793e\u306e\u30a4\u30f3\u30d5\u30e9\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u3053\u3068\u3092\u524d\u63d0\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u5b9f\u884c\u306b\u306f\u3001sentence-transformers >= 6.0.0<\/code>\u304a\u3088\u3073transformers >= 5.4.0<\/code>\u304c\u5fc5\u8981\u3067\u3059\u3002Perplexity\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3082\u8a08\u753b\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u73fe\u6642\u70b9\u3067\u306f\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u30a6\u30a7\u30a4\u30c8\u306fF32\u5f62\u5f0f\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u904b\u7528\u6642\u306fbf16\u306b\u5909\u63db\u3057\u3066\u30e1\u30e2\u30ea\u4f7f\u7528\u91cf\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n

\u6ce8\u610f\u3059\u3079\u304d\u5236\u7d04\u3068\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5<\/h2>\n

\u3053\u306e\u30e2\u30c7\u30eb\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u660e\u78ba\u306a\u5236\u7d04\u3082\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u3001\u30c8\u30fc\u30af\u30f3\u3054\u3068\u306b\u30d9\u30af\u30c8\u30eb\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u3001\u6587\u66f8\u304c\u9577\u304f\u306a\u308b\u307b\u3069\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30b5\u30a4\u30ba\u304c\u80a5\u5927\u5316\u3057\u307e\u3059\u3002\u6b21\u306b\u3001\u5358\u4e00\u306e\u5165\u529b\u306b\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u3092\u6df7\u5728\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u3059\u3079\u3066\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30b9\u30b3\u30a2\u306f\u81ea\u5df1\u5831\u544a\u3067\u3042\u308a\u3001\u6280\u8853\u5831\u544a\u66f8\u306f\u672a\u516c\u958b\u3067\u3059\u3002\u753b\u50cf\u691c\u7d22\u306e\u5206\u91ce\u3067\u306f\u3001Gemini Embedding 2\u304cMIRACL-Vision\u3084PPLX-Q2I\u30679B\u30e2\u30c7\u30eb\u3092\u4e0a\u56de\u3063\u3066\u304a\u308a\u3001\u753b\u50cf\u30c9\u30e1\u30a4\u30f3\u304c\u672c\u30e2\u30c7\u30eb\u306e\u5f31\u70b9\u3067\u3042\u308b\u3053\u3068\u304c\u660e\u78ba\u3067\u3059\u3002<\/p>\n

\u307e\u3068\u3081\uff1aRAG\u3068\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u691c\u7d22\u306e\u65b0\u305f\u306a\u57fa\u76e4\u3078<\/h2>\n

pplx-embed-v2-late\u306f\u3001PDF\u3084\u30b9\u30e9\u30a4\u30c9\u3001\u30b9\u30ad\u30e3\u30f3\u6587\u66f8\u3092\u5bfe\u8c61\u3068\u3057\u305f\u30d3\u30b8\u30e5\u30a2\u30eb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u691c\u7d22\u3001\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u691c\u7d22\u3001\u305d\u3057\u3066\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u578bRAG\u306b\u6700\u9069\u306a\u30e2\u30c7\u30eb\u3067\u3059\u3002\u30c8\u30fc\u30af\u30f3\u3054\u3068\u306e\u30d9\u30af\u30c8\u30eb\u4fdd\u6301\u306b\u3088\u308b\u30b9\u30c8\u30ec\u30fc\u30b8\u30b3\u30b9\u30c8\u306f\u3001128\u6b21\u5143\u3068\u3044\u3046\u30b3\u30f3\u30d1\u30af\u30c8\u3055\u3067\u88dc\u308f\u308c\u3066\u3044\u307e\u3059\u3002Perplexity\u306f\u3001\u3053\u306e\u30e2\u30c7\u30eb\u3092\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306e\u4e2d\u6838\u306b\u636e\u3048\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u9ad8\u7cbe\u5ea6\u3067\u6587\u8108\u3092\u7406\u89e3\u3057\u305f\u60c5\u5831\u691c\u7d22\u306e\u5b9f\u73fe\u3092\u76ee\u6307\u3057\u3066\u3044\u308b\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u4eca\u5f8c\u306eAPI\u516c\u958b\u3084\u6280\u8853\u5831\u544a\u66f8\u306e\u767a\u8868\u304c\u5f85\u305f\u308c\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

Perplexity\u306f\u3001\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u60c5\u5831\u691c\u7d22\u306e\u65b0\u305f\u306a\u9078\u629e\u80a2\u3068\u3057\u3066\u3001ColBERT\u30b9\u30bf\u30a4\u30eb\u306e\u57cb\u3081\u8fbc\u307f\u30e2\u30c7\u30eb\u300cpplx-embed-v2-late\u300d\u3092\u516c\u958b\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30e2\u30c7\u30eb\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u3068\u753b\u50cf\u3001PDF\u30da\u30fc\u30b8\u3092\u540c\u4e00\u306e\u57cb\u3081\u8fbc\u307f […]<\/p>\n","protected":false},"author":1,"featured_media":58024,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/cards.overcentral.com\/cards\/ja\/58023.png","fifu_image_alt":"Perplexity\u3001\u30de","footnotes":""},"categories":[2428],"tags":[],"class_list":["post-58023","post","type-post","status-publish","format-standard","has-post-thumbnail","category-technology"],"fifu_image_url":"https:\/\/cards.overcentral.com\/cards\/ja\/58023.png","fifu_image_alt":"Perplexity\u3001\u30de","_links":{"self":[{"href":"https:\/\/overcentral.com\/ja\/wp-json\/wp\/v2\/posts\/58023","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/overcentral.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/overcentral.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/overcentral.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/overcentral.com\/ja\/wp-json\/wp\/v2\/comments?post=58023"}],"version-history":[{"count":1,"href":"https:\/\/overcentral.com\/ja\/wp-json\/wp\/v2\/posts\/58023\/revisions"}],"predecessor-version":[{"id":58025,"href":"https:\/\/overcentral.com\/ja\/wp-json\/wp\/v2\/posts\/58023\/revisions\/58025"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/overcentral.com\/ja\/wp-json\/wp\/v2\/media\/58024"}],"wp:attachment":[{"href":"https:\/\/overcentral.com\/ja\/wp-json\/wp\/v2\/media?parent=58023"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/overcentral.com\/ja\/wp-json\/wp\/v2\/categories?post=58023"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/overcentral.com\/ja\/wp-json\/wp\/v2\/tags?post=58023"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}