{"id":49542,"date":"2026-11-12T13:09:46","date_gmt":"2026-11-12T04:09:46","guid":{"rendered":"https:\/\/jore2.com\/?p=49542"},"modified":"2026-11-12T13:09:46","modified_gmt":"2026-11-12T04:09:46","slug":"ai-23495-faster-retrieval-for-better-more-efficient-rag","status":"publish","type":"post","link":"https:\/\/jore2.com\/?p=49542","title":{"rendered":"\uc560\ud50c, RAG \uac80\uc0c9 \uc18d\ub3c4 \uac1c\uc120 \uc704\ud55c \ucffc\ub9ac \uae30\ubc18 MIPS \uc5f0\uad6c \uacf5\uac1c"},"content":{"rendered":"<div class=\"jore2-editor-byline\">\n<p><strong>\uc624\ubbfc\uc7ac<\/strong><\/p>\n<\/div>\n<p>\uc560\ud50c \uba38\uc2e0\ub7ec\ub2dd \uc5f0\uad6c\ud300\uc774 \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131 \uc2dc\uc2a4\ud15c\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uae30 \uc704\ud55c \ucd5c\ub300 \ub0b4\uc801 \uacf1 \ud0d0\uc0c9 \uae30\ubc95 \uc5f0\uad6c\ub97c \uacf5\uac1c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \uc5f0\uad6c\ub294 \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uacfc \uac80\uc0c9 \uc5d4\uc9c4\uc758 \ud575\uc2ec\uc778 MIPS \ucc98\ub9ac \ube44\uc6a9\uc744 \uc904\uc774\ub294 \ub370 \ucd08\uc810\uc744 \ub9de\ucda5\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc874 MIPS \ubc29\ubc95\uc740 \uc218\ubc31\ub9cc \uac1c\uc758 \ud6c4\ubcf4 \ubca1\ud130\uc640 \ucffc\ub9ac\ub97c \ube44\uad50\ud560 \ub54c \uacc4\uc0b0 \ubd80\ud558\uac00 \uae09\uc99d\ud558\ub294 \ubb38\uc81c\ub97c \uc548\uace0 \uc788\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ud074\ub7ec\uc2a4\ud130\ub9c1\uc774\ub098 \uc591\uc790\ud654\ub97c \ud1b5\ud574 \uc815\ud655\ub3c4\uc640 \uc18d\ub3c4 \uac04 \uade0\ud615\uc744 \ub9de\ucd94\ub294 \uadfc\uc0ac \uae30\ubc95\uc774 \uc8fc\ub85c \uc0ac\uc6a9\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud558\uc9c0\ub9cc \uc774\ub7ec\ud55c \uae30\uc874 \ubc29\ubc95\ub4e4\uc740 \ucffc\ub9ac\uc640 \ud0a4 \ubca1\ud130\uc758 \ubd84\ud3ec\uac00 \uc720\uc0ac\ud558\ub2e4\uace0 \uac00\uc815\ud558\uac70\ub098 \ucffc\ub9ac\uc758 \ud2b9\uc131\uc744 \ubb34\uc2dc\ud558\ub294 \uacbd\ud5a5\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc560\ud50c\uc740 \uc774 \uac00\uc815\uc774 RAG \ud658\uacbd\uc5d0\uc11c\ub294 \ubb38\uc81c\uac00 \ub420 \uc218 \uc788\ub2e4\uace0 \uc9c0\uc801\ud569\ub2c8\ub2e4.<\/p>\n<p>RAG\uc5d0\uc11c\ub294 \uc0ac\uc6a9\uc790\uac00 \uc785\ub825\ud55c \uc9e7\uc740 \uc9c8\ubb38\uc774 \ucffc\ub9ac\uac00 \ub418\uace0, \uae38\uace0 \uc815\ubcf4\uac00 \ud48d\ubd80\ud55c \ud050\ub808\uc774\uc158\ub41c \ud14d\uc2a4\ud2b8\uac00 \ud0a4\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4. \ub450 \ub370\uc774\ud130\uc14b\uc758 \uad6c\uc870\uc801 \ucc28\uc774\uac00 \ud06c\uae30 \ub54c\ubb38\uc5d0 \uc77c\ubc18\uc801\uc778 \uc778\ub371\uc2f1 \uc804\ub7b5\uc73c\ub85c\ub294 \ucd5c\uc801\uc758 \uc131\ub2a5\uc744 \ub0b4\uae30 \uc5b4\ub835\ub2e4\ub294 \uc124\uba85\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc560\ud50c\uc758 \uc81c\uc548\uc740 \uc2e4\uc81c \ubc30\ud3ec \ud658\uacbd\uc5d0\uc11c \uc548\uc815\uc801\uc778 \ucffc\ub9ac \ubd84\ud3ec\ub97c \ud65c\uc6a9\ud558\ub294 \ub370 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub4e0 \uac00\ub2a5\ud55c \uc785\ub825\uc5d0 \ub300\ud574 \uc88b\uc740 \uc131\ub2a5\uc744 \ub0b4\uae30\ubcf4\ub2e4 \uc608\uc0c1\ub418\ub294 \uc785\ub825 \uc18c\uc2a4\uc5d0 \ub9de\ucdb0 \ubc29\ubc95\uc744 \uc124\uacc4\ud558\uba74 \ucef4\ud4e8\ud305 \uc790\uc6d0\uc744 \ub354 \ud6a8\uc728\uc801\uc73c\ub85c \ubc30\ubd84\ud560 \uc218 \uc788\ub2e4\ub294 \ub17c\ub9ac\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uc5f0\uad6c\ub294 Hacker News\uc5d0\uc11c \ud070 \uc8fc\ubaa9\uc744 \ubc1b\uc73c\uba70 \uae30\uc220 \ucee4\ubba4\ub2c8\ud2f0\uc758 \ub2e4\uc591\ud55c \ubc18\uc751\uc744 \ubd88\ub7ec\uc77c\uc73c\ucf30\uc2b5\ub2c8\ub2e4. \uc77c\ubd80 \uac1c\ubc1c\uc790\ub4e4\uc740 Spotify\uc758 \ubcd1\ub82c \uc735\ud569 \ub77c\uc6b0\ud130 \uac19\uc740 \ud559\uc2b5 \uae30\ubc18 \uac80\uc0c9 \ubc29\uc2dd\uc744 \uc5b8\uae09\ud558\uba70 \uc720\uc0ac\ud55c \ud750\ub984\uc744 \uc9da\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub7ec\ub098 \uc2e4\ubb34 \uc801\uc6a9 \uac00\ub2a5\uc131\uc5d0 \ub300\ud55c \ud68c\uc758\ub860\ub3c4 \uc801\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc218\ubc31\ub9cc \uac74 \uc774\ud558\uc758 \ub370\uc774\ud130 \uaddc\ubaa8\uc5d0\uc11c\ub294 BM25 \uc778\ub371\uc2a4\uc640 LLM \ub3c4\uad6c\ub97c \uacb0\ud569\ud558\ub294 \ubc29\uc2dd\uc774 \ud559\uc2b5\ub41c \uba54\uc11c\ub4dc\ubcf4\ub2e4 \ub0ab\ub2e4\ub294 \uacbd\ud5d8\ub2f4\uc774 \uacf5\uc720\ub418\uae30\ub3c4 \ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ub2e4\ub978 \uc758\uacac\uc740 \uc784\ubca0\ub529 \ubaa8\ub378\uc774 \ucf54\ub4dc\ubca0\uc774\uc2a4\ub098 \ubcf5\uc7a1\ud55c \ub3c4\uba54\uc778\uc744 \uc774\ud574\ud558\ub294 \ub370 \ud55c\uacc4\uac00 \uc788\uc5b4 \ub2e8\uc21c grep \uac80\uc0c9\ubcf4\ub2e4 \ud488\uc9c8\uc774 \ub5a8\uc5b4\uc9c8 \uc218 \uc788\ub2e4\ub294 \uc810\uc744 \uac15\uc870\ud569\ub2c8\ub2e4. \uc774\ub294 \uc18d\ub3c4\uc640 \uc815\ud655\ub3c4 \uc0ac\uc774\uc758 \ud2b8\ub808\uc774\ub4dc\uc624\ud504\ub97c \ub2e4\uc2dc \uc0dd\uac01\ud558\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n<p>\ud55c\ud3b8 arXiv\uc5d0 \uac8c\uc7ac\ub41c \uad00\ub828 \uc5f0\uad6c\ub294 \uc0ac\uc6a9\uc790\uac00 \uc815\ud655\ub3c4\uc640 \ube44\uc6a9 \uac04\uc758 \uade0\ud615\uc744 \uc9c1\uc811 \uc870\uc808\ud560 \uc218 \uc788\ub294 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc18c\uac1c\ud588\uc2b5\ub2c8\ub2e4. \uc81c\uc5b4 \ud30c\ub77c\ubbf8\ud130\ub97c \ud1b5\ud574 \ucd5c\uc18c \ube44\uc6a9 \uac80\uc0c9\uacfc \uace0\uc815\ud655\ub3c4 \uac80\uc0c9 \uc0ac\uc774\ub97c \uc720\uc5f0\ud558\uac8c \uc624\uac08 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\ucc98\ub7fc RAG \uac80\uc0c9 \ucd5c\uc801\ud654 \ubd84\uc57c\ub294 \ub2e8\uc21c\ud55c \uc54c\uace0\ub9ac\uc998 \uac1c\uc120\uc744 \ub118\uc5b4 \uc0ac\uc6a9\uc790 \uc758\ub3c4\uc640 \uc2dc\uc2a4\ud15c \uc81c\uc57d \uc870\uac74\uc744 \uc5b4\ub5bb\uac8c \ubc18\uc601\ud560 \uac83\uc778\uac00\ub85c \ub17c\uc758\uac00 \ud655\uc7a5\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uae30\uc5c5\uacfc \uac1c\ubc1c\uc790\ub294 \uc790\uc2e0\uc758 \ub370\uc774\ud130 \uaddc\ubaa8\uc640 \uc9c8\uc758 \ud328\ud134\uc5d0 \ub9de\ub294 \uc804\ub7b5\uc744 \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc560\ud50c\uc774 \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131\uc758 \ud575\uc2ec\uc778 \ucd5c\ub300 \ub0b4\uc801 \uacf1 \ud0d0\uc0c9 \uc18d\ub3c4\ub97c \ub192\uc774\ub294 \uc0c8\ub85c\uc6b4 \uc811\uadfc\ubc95\uc744 \uc81c\uc2dc\ud588\ub2e4. \uc0ac\uc6a9\uc790 \uc9c8\ubb38\uacfc \ubb38\uc11c \ubca1\ud130\uc758 \ubd84\ud3ec \ucc28\uc774\ub97c \uace0\ub824\ud55c \uc774 \uc5f0\uad6c\ub294 Hacker News\uc5d0\uc11c \uae30\uc220\uc801 \ud55c\uacc4\ub97c \ub450\uace0 \ud65c\ubc1c\ud788 \ub17c\uc758\ub418\uace0 \uc788\ub2e4.<\/p>\n","protected":false},"author":10,"featured_media":49541,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jore2_quality_policy":"people-first-v2","footnotes":""},"categories":[8858],"tags":[12508,32867,5012,32868,16649,173],"class_list":["post-49542","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-hackernews","tag-mips","tag-rag","tag-32868","tag-16649","tag-173"],"featured_image_urls":{"full":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/11\/faster-retrieval-fig-7-2-c2047149d1.png",1960,1064,false],"thumbnail":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/11\/faster-retrieval-fig-7-2-c2047149d1-150x150.png",150,150,true],"medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/11\/faster-retrieval-fig-7-2-c2047149d1-300x163.png",300,163,true],"medium_large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/11\/faster-retrieval-fig-7-2-c2047149d1-768x417.png",640,348,true],"large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/11\/faster-retrieval-fig-7-2-c2047149d1-1024x556.png",640,348,true],"1536x1536":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/11\/faster-retrieval-fig-7-2-c2047149d1-1536x834.png",1536,834,true],"2048x2048":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/11\/faster-retrieval-fig-7-2-c2047149d1.png",1960,1064,false],"morenews-large":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/11\/faster-retrieval-fig-7-2-c2047149d1-825x575.png",825,575,true],"morenews-medium":["https:\/\/jore2.com\/wp-content\/uploads\/2026\/11\/faster-retrieval-fig-7-2-c2047149d1-590x410.png",590,410,true]},"author_info":{"info":["\uc624\ubbfc\uc7ac"]},"category_info":"<a 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