{"id":6742,"date":"2025-05-14T05:10:00","date_gmt":"2025-05-13T20:10:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6742"},"modified":"2025-05-11T13:32:07","modified_gmt":"2025-05-11T04:32:07","slug":"hiperrag-high-performance-retrieval-augmented-generation-for-scientific-insights","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6742","title":{"rendered":"HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights\u00a0<\/strong>[72.8]<br>HiPerRAG\u306f360\u4e07\u4ee5\u4e0a\u306e\u79d1\u5b66\u8ad6\u6587\u304b\u3089\u77e5\u8b58\u3092\u30a4\u30f3\u30c7\u30af\u30b7\u30f3\u30b0\u3057\u53d6\u308a\u51fa\u3059\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3067\u3042\u308b\u3002 \u30b3\u30a2\u3068\u306a\u308b\u306e\u306f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u6587\u66f8\u89e3\u6790\u306e\u305f\u3081\u306e\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u30e2\u30c7\u30eb\u3067\u3042\u308bOreo\u3068\u3001\u30af\u30a8\u30ea\u5bfe\u5fdc\u30a8\u30f3\u30b3\u30fc\u30c0\u306e\u5fae\u8abf\u6574\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u3042\u308bColTrast\u3060\u3002 HiPerRAG\u306f\u3001\u65e2\u5b58\u306e\u79d1\u5b66\u7684\u8cea\u554f\u5fdc\u7b54\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u3001\u3053\u306e\u7814\u7a76\u3067\u5c0e\u5165\u3055\u308c\u305f2\u3064\u306e\u65b0\u3057\u3044\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u5805\u7262\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2505.04846v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2505.04846v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 07 May 2025 22:50:23 GMT)<\/li>\n\n\n\n<li>\u300cDespite the widespread adoption of RAG, it faces three significant technical challenges that hinder its ability to scale to millions of documents.\u300d\u306f\u307e\u3055\u306b\u305d\u306e\u901a\u308a\u3067\u3001\u5927\u898f\u6a21RAG\u306e\u69cb\u7bc9\u306b\u3068\u3063\u3066\u53c2\u8003\u306b\u306a\u308b\u8ad6\u6587\u3002<\/li>\n\n\n\n<li>\u304b\u306a\u308a\u51dd\u3063\u305f\u3053\u3068\u3082\u884c\u3063\u3066\u3044\u308b\u3002\uff08\u5206\u91ce\u306b\u3088\u3063\u3066\u306f\uff09\u5b9f\u7528\u4e0a\u3082\u3053\u306e\u3088\u3046\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u5fc5\u8981\u306b\u306a\u308b\u3093\u3060\u308d\u3046\u304b\u2026<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[324],"class_list":["post-6742","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-rag"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6742","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6742"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6742\/revisions"}],"predecessor-version":[{"id":6743,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6742\/revisions\/6743"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6742"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6742"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6742"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}