{"id":1591,"date":"2025-03-28T15:25:28","date_gmt":"2025-03-28T22:25:28","guid":{"rendered":"https:\/\/www.couchbase.com\/\/concepts\/resources-concepts-semantic-caching\/"},"modified":"2026-08-02T05:51:53","modified_gmt":"2026-08-02T12:51:53","slug":"resources-concepts-semantic-caching","status":"publish","type":"concepts","link":"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/semantic-caching\/","title":{"rendered":"\uc2dc\ub9e8\ud2f1 \uce90\uc2f1"},"content":{"rendered":"<div class=\"wp-block-group alignfull wp-block-hero is-layout-constrained wp-container-core-group-is-layout-ec8499da wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-0fd64a4d wp-block-columns-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-container-core-column-is-layout-bdca1ed4 wp-block-column-is-layout-flow\" style=\"flex-basis:45%\">\n<h1 id=\"h-semantic-caching\" class=\"wp-block-heading has-heading-display-font-size\">\uc2dc\ub9e8\ud2f1 \uce90\uc2f1<\/h1>\n\n\n\n<p class=\"has-large-font-size wp-block-paragraph\">\uc758\ubbf8 \uae30\ubc18 \uce90\uc2f1\uc740 \uc720\uc0ac\ud55c \ucffc\ub9ac\uc758 \uc758\ubbf8\ub97c \uc800\uc7a5\ud558\uace0 \uc774\ud574\ud568\uc73c\ub85c\uc368 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--md)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/developers\/integrations\/langchain\/\">Couchbase + LangChain \ud328\ud0a4\uc9c0 \uc124\uce58<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/blog\/faster-llm-apps-semantic-cache-langchain-couchbase\/\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center hero__media-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:55%\">\n<figure class=\"wp-block-image size-full has-custom-border hero__image\"><img loading=\"lazy\" decoding=\"async\" width=\"399\" height=\"395\" src=\"https:\/\/www.couchbase.com\/\/wp-content\/uploads\/sites\/6\/2026\/07\/full-orange-star.png\" alt=\"\" class=\"wp-image-576\" style=\"border-radius:var(--wp--custom--border-radius--card)\" srcset=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/full-orange-star.png 399w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/full-orange-star-300x297.png 300w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/full-orange-star-12x12.png 12w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/full-orange-star-65x65.png 65w, https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/full-orange-star-50x50.png 50w\" sizes=\"auto, (max-width: 399px) 100vw, 399px\" \/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group basic-content is-layout-constrained wp-container-core-group-is-layout-ceb4d7d5 wp-block-group-is-layout-constrained\" style=\"margin-top:0;margin-bottom:var(--wp--preset--spacing--xl);padding-bottom:var(--wp--preset--spacing--xl)\">\n<h6 class=\"wp-block-heading\"><strong>\uc694\uc57d<\/strong><\/h6>\n\n\n\n<p class=\"wp-block-paragraph\"><em>\uc758\ubbf8 \uae30\ubc18 \uce90\uc2f1\uc740 \uc815\ud655\ud55c \ud14d\uc2a4\ud2b8 \uc77c\uce58 \ub300\uc2e0 \uc758\ubbf8\ub97c \uae30\ubc18\uc73c\ub85c \uacb0\uacfc\ub97c \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud558\uc5ec \ucffc\ub9ac \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ub3d9\uc77c\ud55c \ucffc\ub9ac\uc5d0 \uc758\uc874\ud558\ub294 \uae30\uc874 \uce90\uc2f1\uacfc \ub2ec\ub9ac, \uc758\ubbf8 \uae30\ubc18 \uce90\uc2f1\uc740 \ubca1\ud130 \uc784\ubca0\ub529\uacfc \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc744 \ud65c\uc6a9\ud558\uc5ec \uad00\ub828 \ub370\uc774\ud130\ub97c \ucc3e\uc544 \uc7ac\uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \ubc0f \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG) \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ud2b9\ud788 \uc720\uc6a9\ud558\uba70, \uc911\ubcf5 \uac80\uc0c9\uc744 \uc904\uc774\uace0, \uc5f0\uc0b0 \ube44\uc6a9\uc744 \ub0ae\ucd94\uba70, \ud655\uc7a5\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \uc758\ubbf8 \uae30\ubc18 \uce90\uc2f1\uc744 \uad6c\ud604\ud568\uc73c\ub85c\uc368 \uc870\uc9c1\uc740 \uac80\uc0c9 \uc131\ub2a5\uc744 \uac1c\uc120\ud558\uace0, AI \uae30\ubc18 \uc0c1\ud638\uc791\uc6a9\uc744 \ucd5c\uc801\ud654\ud558\uba70, \ub354 \ube60\ub974\uace0 \uc9c0\ub2a5\uc801\uc778 \uc751\ub2f5\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc758\ubbf8\ub860\uc801 \uce90\uc2f1\uc740 \ubb34\uc5c7\uc778\uac00\uc694? <\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uce90\uc2f1\uc740 \uc790\uc8fc \uc561\uc138\uc2a4\ud558\ub294 \uc815\ubcf4\ub97c \ube60\ub978 \uc561\uc138\uc2a4 \uc704\uce58\uc5d0 \uc77c\uc2dc\uc801\uc73c\ub85c \uc800\uc7a5\ud558\uc5ec \ub370\uc774\ud130\ub97c \ube60\ub974\uac8c \uac80\uc0c9\ud558\ub294 \ub370 \uc911\uc694\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uae30\uc874 \uce90\uc2f1\uc740 \uc815\ud655\ud55c \ucffc\ub9ac \uc77c\uce58\uc5d0 \uc758\uc874\ud558\ubbc0\ub85c \ub3d9\uc801\uc774\uace0 \ubcf5\uc7a1\ud55c \ucffc\ub9ac\uc5d0\ub294 \ube44\ud6a8\uc728\uc801\uc785\ub2c8\ub2e4. \uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc740 \ub2e8\uc21c\ud55c \ucffc\ub9ac \uc77c\uce58\uac00 \uc544\ub2cc \uc758\ubbf8\ub97c \uae30\ubc18\uc73c\ub85c \uacb0\uacfc\ub97c \uc800\uc7a5\ud558\uc5ec \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud569\ub2c8\ub2e4. \uc774\ub294 \uc6d0\uc2dc \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc2dc\uc2a4\ud15c\uc774 \ub370\uc774\ud130 \ub0b4\uc758 \uad00\uacc4\uc640 \uc758\ubbf8\ub97c \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \ub9ac\uc18c\uc2a4\uc5d0\uc11c\ub294 \uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc758 \ud575\uc2ec \uac1c\ub150\uc744 \uc0b4\ud3b4\ubcf4\uace0, \uc804\ud1b5\uc801\uc778 \uce90\uc2f1\uacfc \ube44\uad50\ud558\uba70, \uc0ac\uc6a9 \uc0ac\ub840\ub97c \uac80\ud1a0\ud558\uace0, \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \ubc0f \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG) \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc791\ub3d9\ud558\ub294 \ubc29\uc2dd\uc744 \ub17c\uc758\ud569\ub2c8\ub2e4. \uc790\uc138\ud55c \ub0b4\uc6a9\uc744 \uc54c\uc544\ubcf4\ub824\uba74 \uacc4\uc18d \uc77d\uc5b4\ubcf4\uc138\uc694.\n<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#concepts\" class=\"scrollToHash\">\uc54c\uc544\uc57c \ud560 \uc8fc\uc694 \uc2dc\ub9e8\ud2f1 \uce90\uc2f1 \uac1c\ub150<\/a><\/li>\n\n\n\n<li><a href=\"#versus\" class=\"scrollToHash\">\uc758\ubbf8 \uae30\ubc18 \uce90\uc2f1 \ub300 \uc804\ud1b5\uc801 \uce90\uc2f1 \ube44\uad50<\/a><\/li>\n\n\n\n<li><a href=\"#works\" class=\"scrollToHash\">LLM\uc5d0\uc11c \uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc774 \uc791\ub3d9\ud558\ub294 \ubc29\uc2dd<\/a><\/li>\n\n\n\n<li><a href=\"#work-system\" class=\"scrollToHash\">RAG \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc774 \uc791\ub3d9\ud558\ub294 \ubc29\uc2dd<\/a><\/li>\n\n\n\n<li><a href=\"#use-cases\" class=\"scrollToHash\">\uc758\ubbf8\ub860\uc801 \uce90\uc2dc \uc2dc\uc2a4\ud15c\uc758 \uc0ac\uc6a9 \uc0ac\ub840<\/a><\/li>\n\n\n\n<li><a href=\"#resources\" class=\"scrollToHash\">\ud575\uc2ec \uc694\uc57d<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"concepts\" class=\"wp-block-heading\">\uc54c\uc544\uc57c \ud560 \uc8fc\uc694 \uc2dc\ub9e8\ud2f1 \uce90\uc2f1 \uac1c\ub150<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc758\ubbf8 \uac80\uc0c9\uc5d0\uc11c \uc131\ub2a5 \ud5a5\uc0c1\uc5d0 \uae30\uc5ec\ud558\ub294 \uce90\uc2f1 \uba54\ucee4\ub2c8\uc998\uc744 \uc774\ud574\ud558\ub294 \uac83\uc740 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc5ec\ub7ec\ubd84\uc774 \uc219\uc9c0\ud574\uc57c \ud560 \uc8fc\uc694 \uac1c\ub150\ub4e4\uc785\ub2c8\ub2e4: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ubca1\ud130 \uc784\ubca0\ub529 \uc800\uc7a5\uc18c:<\/strong> \uc6d0\uc2dc \ucffc\ub9ac\ub97c \uce90\ub798\uc2f1\ud558\ub294 \ub300\uc2e0\uc5d0, <a href=\"https:\/\/www.couchbase.com\/ko\/blog\/what-is-semantic-search\/\">\uc758\ubbf8 \uae30\ubc18 \uac80\uc0c9 \uc2dc\uc2a4\ud15c<\/a> \uc9c8\ubb38\uacfc \uc751\ub2f5\uc758 \ubca1\ud130 \ud45c\ud604\uc744 \uc800\uc7a5\ud558\uc5ec \ube60\ub978 \uc720\uc0ac\ub3c4 \uae30\ubc18 \uac80\uc0c9\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uadfc\uc0ac \ucd5c\uadfc\uc811 \uc774\uc6c3(ANN) \uc778\ub371\uc2f1:<\/strong> \uc774 \uae30\ubc95\uc740 \uc0c8\ub85c\uc6b4 \ucffc\ub9ac\uc640 \uac00\uc7a5 \uc720\uc0ac\ud55c \uce90\uc2dc\ub41c \uacb0\uacfc\ub97c \ube60\ub974\uac8c \uc2dd\ubcc4\ud558\uc5ec \uac80\uc0c9 \uc18d\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uce90\uc2dc \ubb34\ud6a8\ud654:<\/strong> \ubbf8\ub9ac \uc815\uc758\ub41c \uc218\uba85(TTL) \uc124\uc815 \ub610\ub294 \ucf58\ud150\uce20 \uc5c5\ub370\uc774\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \uc624\ub798\ub41c \ud56d\ubaa9\uc744 \uac31\uc2e0\ud558\uc5ec \uce90\uc2dc\ub41c \uacb0\uacfc\uac00 \ucd5c\uc2e0 \uc0c1\ud0dc\ub97c \uc720\uc9c0\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc5b4\ub311\ud2f0\ube0c \uce90\uc2f1:<\/strong> \ucffc\ub9ac \ube48\ub3c4\uc640 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \uae30\ubc18\uc73c\ub85c \uce90\uc2dc \uc2a4\ud1a0\ub9ac\uc9c0\ub97c \ub3d9\uc801\uc73c\ub85c \uc870\uc808\ud558\uc5ec \ud6a8\uc728\uc131\uc744 \uadf9\ub300\ud654\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud558\uc774\ube0c\ub9ac\ub4dc \uce90\uc2f1 \uc804\ub7b5:<\/strong> \uacb0\ud569\ud55c\ub2e4 <a href=\"https:\/\/www.couchbase.com\/ko\/blog\/hybrid-search\/\">\uc758\ubbf8 \uae30\ubc18 \uce90\uc2f1\uc744 \ud65c\uc6a9\ud55c \uc804\ud1b5\uc801\uc778 \ud0a4\uc6cc\ub4dc \uae30\ubc18 \uce90\uc2f1<\/a> \ud3ec\uad04\uc801\uc774\uace0 \ud6a8\uacfc\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \uc704\ud574.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc870\uc9c1\uc740 \uc774\ub7ec\ud55c \uac1c\ub150\uc744 \ub9c8\uc2a4\ud130\ud568\uc73c\ub85c\uc368 \ub354 \ube60\ub974\uace0, \ub354 \uc2a4\ub9c8\ud2b8\ud558\uba70, \ub354 \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \uac80\uc0c9 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"versus\" class=\"wp-block-heading\">\uc758\ubbf8 \uae30\ubc18 \uce90\uc2f1 \ub300 \uc804\ud1b5\uc801 \uce90\uc2f1 \ube44\uad50<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc758\ubbf8\uc801 \uce90\uc2f1(semantic caching)\uc5d0 \ub300\ud55c \uac1c\ub7b5\uc801\uc778 \uac1c\uc694\ub97c \uc0b4\ud3b4\ubcf4\uace0 \ud575\uc2ec \uac1c\ub150\uc744 \uac80\ud1a0\ud588\uc73c\ub2c8, \uc774\uc81c \uc544\ub798 \ud45c\uc5d0\uc11c \uc758\ubbf8\uc801 \uce90\uc2f1\uacfc \uc804\ud1b5\uc801 \uce90\uc2f1\uc758 \ucc28\uc774\uc810\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.\n<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes is-style-stripes--2\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-left\" data-align=\"left\"><strong>\uce21\uba74<\/strong><\/th><th><strong>\uc758\ubbf8\uc801 \uce90\uc2f1<\/strong><\/th><th><strong>\uc804\ud1b5\uc801\uc778 \uce90\uc2f1<\/strong><\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-left\" data-align=\"left\">\uce90\uc2f1 \uc804\ub7b5<\/td><td>\uc758\ubbf8\uc640 \uad6c\uc870\uc5d0 \ub530\ub77c \ucffc\ub9ac \uacb0\uacfc\ub97c \uc800\uc7a5\ud569\ub2c8\ub2e4.<\/td><td>\uc815\ud655\ud55c \ucffc\ub9ac \uacb0\uacfc\ub098 \uc804\uccb4 \uac1d\uccb4\ub97c \uc800\uc7a5\ud569\ub2c8\ub2e4.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\ub370\uc774\ud130 \uac80\uc0c9<\/td><td>\ubd80\ubd84 \uacb0\uacfc\ub97c \uac80\uc0c9\ud558\uace0 \uc0c8 \ucffc\ub9ac\ub97c \uc704\ud574 \uce90\uc2dc\ub41c \ub370\uc774\ud130\ub97c \uc7ac\uc870\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/td><td>\uc815\ud655\ud788 \uc77c\uce58\ud558\ub294 \ud56d\ubaa9\uc774 \uc788\ub294 \uacbd\uc6b0\uc5d0\ub9cc \uce90\uc2dc\ub41c \ub370\uc774\ud130\ub97c \uac80\uc0c9\ud569\ub2c8\ub2e4.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\uce90\uc2dc \uc801\uc911<\/td><td>\ubd80\ubd84 \uacb0\uacfc \uc7ac\uc0ac\uc6a9\uc73c\ub85c \uc778\ud574 \uac00\ub2a5\uc131\uc774 \ub354 \ub192\uc2b5\ub2c8\ub2e4.<\/td><td>\uc9c8\ubb38\uc774 \ub3d9\uc77c\ud558\uc9c0 \uc54a\uc740 \uacbd\uc6b0 \uc18c\ubb38\uc790\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\ub370\uc774\ud130 \ub2e8\ud3b8\ud654<\/td><td>\ub354 \uc791\uc740 \ub370\uc774\ud130 \uc870\uac01\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc800\uc7a5\ud558\uace0 \uad00\ub9ac\ud569\ub2c8\ub2e4.<\/td><td>\uc804\uccb4 \uac1d\uccb4\ub098 \uc751\ub2f5\uc744 \uc800\uc7a5\ud558\uc5ec \uc911\ubcf5\uc744 \ucd08\ub798\ud569\ub2c8\ub2e4.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\ucffc\ub9ac \uc720\uc5f0\uc131<\/td><td>\uce90\uc2dc\ub41c \ub370\uc774\ud130\ub97c \uc9c0\ub2a5\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uc5ec \uc720\uc0ac\ud55c \ucffc\ub9ac\uc5d0 \uc801\uc751\ud569\ub2c8\ub2e4.<\/td><td>\ub3d9\uc77c\ud55c \ucffc\ub9ac \uacb0\uacfc\ub9cc \ubc18\ud658\ud569\ub2c8\ub2e4.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\uc18d\ub3c4<\/td><td>\uad6c\uc870\ud654\ub41c \ucffc\ub9ac\uc5d0 \ucd5c\uc801\ud654\ub418\uc5b4 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubd80\ud558\ub97c \uc904\uc785\ub2c8\ub2e4.<\/td><td>\ub3d9\uc77c\ud55c \uc694\uccad\uc5d0\ub294 \ube60\ub974\uc9c0\ub9cc \ub3d9\uc801 \ucffc\ub9ac\uc5d0\ub294 \ud6a8\uc728\uc131\uc774 \ub5a8\uc5b4\uc9d1\ub2c8\ub2e4.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\ubcf5\uc7a1\uc131<\/td><td>\uc9c8\uc758 \ubd84\ud574\uc640 \uace0\uae09 \uc0c9\uc778\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/td><td>\uc9c1\uc811 \ud0a4-\uac12 \uc870\ud68c\ub97c \uc0ac\uc6a9\ud558\ub294 \ub354 \ub2e8\uc21c\ud55c \uad6c\ud604.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\ud655\uc7a5\uc131<\/td><td>\ube48\ubc88\ud55c \ucffc\ub9ac\uac00 \ubc1c\uc0dd\ud558\ub294 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \ub300\ud574 \ub354 \ud655\uc7a5\uc131\uc774 \ub6f0\uc5b4\ub0a9\ub2c8\ub2e4.<\/td><td>\uc815\uc801 \ucf58\ud150\uce20 \uce90\uc2f1\uc5d0\ub294 \uc798 \uc791\ub3d9\ud558\uc9c0\ub9cc \ub3d9\uc801 \ucffc\ub9ac\uc5d0\ub294 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc2b5\ub2c8\ub2e4.<\/td><\/tr><tr><td class=\"has-text-align-left\" data-align=\"left\">\uc0ac\uc6a9 \uc0ac\ub840<\/td><td>\ub370\uc774\ud130\ubca0\uc774\uc2a4 \ucffc\ub9ac \ucd5c\uc801\ud654, \uc2dc\ub9e8\ud2f1 \uac80\uc0c9, \uadf8\ub9ac\uace0 AI \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158.<\/td><td>\uc6f9 \ud398\uc774\uc9c0 \uce90\uc2f1, API \uc751\ub2f5 \uce90\uc2f1, \uadf8\ub9ac\uace0 \ucf58\ud150\uce20 \uc804\uc1a1 \ub124\ud2b8\uc6cc\ud06c(CDN).<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"works\" class=\"wp-block-heading\">LLM\uc5d0\uc11c \uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc774 \uc791\ub3d9\ud558\ub294 \ubc29\uc2dd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/ko\/blog\/large-language-models-explained\/\">\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378<\/a> \uc758\ubbf8\uc801 \uce90\uc2f1(semantic caching)\uc744 \uc0ac\uc6a9\ud558\uba74 \uc815\ud655\ud55c \ud14d\uc2a4\ud2b8 \uc77c\uce58\uac00 \uc544\ub2c8\ub77c \uc758\ubbf8\ub97c \uae30\ubc18\uc73c\ub85c \uc751\ub2f5\uc744 \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0c8 \ucffc\ub9ac\uac00 \uc774\uc804 \ucffc\ub9ac\uc640 \uac19\uc740\uc9c0 \ud655\uc778\ud558\ub294 \ub300\uc2e0, \uc758\ubbf8\uc801 \uce90\uc2f1\uc740 \uc784\ubca0\ub529(\ubca1\ud130 \ud45c\ud604)\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc720\uc0ac\ud55c \ucffc\ub9ac\ub97c \ucc3e\uace0 \uc800\uc7a5\ub41c \uc751\ub2f5\uc744 \uc7ac\uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc791\ub3d9 \ubc29\uc2dd\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc9c8\uc758 \uc784\ubca0\ub529 \uc0dd\uc131 <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uac01 \uc218\uc2e0\ub41c \ucffc\ub9ac\ub294 \ub2e4\uc74c\uc73c\ub85c \ubcc0\ud658\ub429\ub2c8\ub2e4 <a href=\"https:\/\/www.couchbase.com\/ko\/blog\/what-are-vector-embeddings\/\">\ubca1\ud130 \uc784\ubca0\ub529<\/a> (\uc758\ubbf8\ub860\uc801 \uc758\ubbf8\ub97c \ud3ec\ucc29\ud558\ub294 \uc218\uce58\uc801 \ud45c\ud604).<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc720\uc0ac\ub3c4 \uac80\uc0c9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uc2dc\uc2a4\ud15c\uc740 \ub3d9\uc77c\ud55c \ucffc\ub9ac\ub97c \uac80\uc0c9\ud558\ub294 \ub300\uc2e0 ANN \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0c8 \ucffc\ub9ac\uc758 \uc784\ubca0\ub529\uc744 \uce90\uc2dc\uc5d0 \uc800\uc7a5\ub41c \uc784\ubca0\ub529\uacfc \ube44\uad50\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uce90\uc2dc\uac00 \ubc18\ud658\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4 <a href=\"https:\/\/www.couchbase.com\/ko\/blog\/vector-similarity-search\/\">\uc758\ubbf8\uc801\uc73c\ub85c \uc720\uc0ac\ud55c \uacb0\uacfc<\/a>, \ube44\ub85d \ud45c\ud604\uc774 \uc57d\uac04 \ub2e4\ub974\ub354\ub77c\ub3c4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uce90\uc2dc \uc800\uc7a5\uc18c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uce90\uc2dc\ub41c \ud56d\ubaa9\uc5d0\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc6d0\ubcf8 \ucffc\ub9ac, \ud574\ub2f9 \ucffc\ub9ac\uc758 \uc784\ubca0\ub529, \uadf8\ub9ac\uace0 \ubaa8\ub378\uc758 \uc751\ub2f5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub9cc\ub8cc \uae30\uac04 \ubc0f \uad00\ub828\uc131\uc744 \uad00\ub9ac\ud558\uae30 \uc704\ud574 \ud0c0\uc784\uc2a4\ud0ec\ud504\ub098 \uc0ac\uc6a9 \ube48\ub3c4\uc640 \uac19\uc740 \uba54\ud0c0\ub370\uc774\ud130\ub3c4 \uc800\uc7a5\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uce90\uc2dc \uac80\uc0c9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc0c8\ub85c\uc6b4 \ucffc\ub9ac\uac00 \ub3c4\ucc29\ud558\uba74 \uc2dc\uc2a4\ud15c\uc740 \uc720\uc0ac\uc131 \uac80\uc0ac\ub97c \uc218\ud589\ud569\ub2c8\ub2e4. \uc720\uc0ac\uc131 \uc784\uacc4\uac12\uc5d0 \ub530\ub77c \uce90\uc2dc\uc5d0\uc11c \ucda9\ubd84\ud788 \uc720\uc0ac\ud55c \ucffc\ub9ac\uac00 \ubc1c\uacac\ub418\uba74 \uc800\uc7a5\ub41c \uc751\ub2f5\uc774 \uc989\uc2dc \ubc18\ud658\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uce90\uc2dc \ubb34\ud6a8\ud654 \ubc0f \uac31\uc2e0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc815\ud655\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574, \uce90\uc2dc\ub41c \ub370\uc774\ud130\ub294 TTL \uc815\ucc45, \ucf58\ud150\uce20 \uc5c5\ub370\uc774\ud2b8 \ub610\ub294 \ubcc0\ud654\ud558\ub294 \ub370\uc774\ud130 \ub3d9\ud5a5\uc5d0 \ub530\ub77c \uc8fc\uae30\uc801\uc73c\ub85c \uac31\uc2e0\ub418\uac70\ub098 \ubb34\ud6a8\ud654\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc758\ubbf8\uc801\uc73c\ub85c \uc720\uc0ac\ud55c \ucffc\ub9ac\uc5d0 \ub300\ud55c \uc751\ub2f5\uc744 \uce90\uc2f1\ud568\uc73c\ub85c\uc368, \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc740 \ub354 \ube60\ub978 \uc751\ub2f5\uc744 \uc81c\uacf5\ud558\uace0, \uc5f0\uc0b0 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uba70, \ud655\uc7a5\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ubc18\ubcf5\uc801\uc774\uac70\ub098 \uc608\uce21 \uac00\ub2a5\ud55c \ucffc\ub9ac\uac00 \ubc1c\uc0dd\ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"work-system\" class=\"wp-block-heading\">RAG \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc774 \uc791\ub3d9\ud558\ub294 \ubc29\uc2dd<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc758\ubbf8\uc801 \uce90\uc2f1\uc740 \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4 <a href=\"https:\/\/www.couchbase.com\/ko\/blog\/an-overview-of-retrieval-augmented-generation\/\">RAG \uc2dc\uc2a4\ud15c<\/a> \uc911\ubcf5\ub41c \uac80\uc0c9 \uc791\uc5c5\uc744 \uc904\uc774\uace0 \uc751\ub2f5 \uc2dc\uac04\uc744 \ucd5c\uc801\ud654\ud568\uc73c\ub85c\uc368 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc744 \uc0ac\uc6a9\ud558\uba74 \uc2dc\uc2a4\ud15c\uc774 \ud56d\uc0c1 \uc678\ubd80 \uc9c0\uc2dd \uc18c\uc2a4(\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub098 \ubb38\uc11c \uc800\uc7a5\uc18c \ub4f1)\uc5d0 \ucffc\ub9ac\ub97c \ubcf4\ub0b4\ub294 \ub300\uc2e0, \ucffc\ub9ac\uc758 \uc720\uc0ac\ub3c4\ub97c \ubc14\ud0d5\uc73c\ub85c \uc774\uc804\uc5d0 \uc0dd\uc131\ub41c \uc751\ub2f5\uc744 \uc7ac\uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uacfc\uc815\uc5d0 \ub300\ud55c \ubcf4\ub2e4 \uc790\uc138\ud55c \uc124\uba85\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ucffc\ub9ac \uc784\ubca0\ub529 \ubc0f \uc720\uc0ac\ub3c4 \ub9e4\uce6d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uba3c\uc800, \ub4e4\uc5b4\uc624\ub294 \uac01 \ucffc\ub9ac\ub294 \uadf8 \uc758\ubbf8\uc801 \ub0b4\uc6a9\uc744 \ubc18\uc601\ud558\ub294 \ubca1\ud130 \uc784\ubca0\ub529\uc73c\ub85c \ubcc0\ud658\ub429\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \uc2dc\uc2a4\ud15c\uc740 ANN \uac80\uc0c9\uc744 \uc0ac\uc6a9\ud558\uc5ec \uce90\uc2dc \ub0b4\uc5d0\uc11c \uc720\uc0ac\ud55c \uc784\ubca0\ub529\uc744 \uac80\uc0c9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uce90\uc2dc \uc801\uc911 \ub300 \uce90\uc2dc \ubbf8\uc2a4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uce90\uc2dc \uc801\uc911:<\/strong> \uc0ac\uc804 \uc815\uc758\ub41c \uc720\uc0ac\ub3c4 \uc784\uacc4\uac12 \ubc94\uc704 \ub0b4\uc5d0\uc11c \uc758\ubbf8\uc801\uc73c\ub85c \uc720\uc0ac\ud55c \ucffc\ub9ac\uac00 \ubc1c\uacac\ub420 \uacbd\uc6b0, \uce90\uc2dc\uc5d0 \uc800\uc7a5\ub41c \uac80\uc0c9 \uacb0\uacfc \ubb38\uc11c\ub098 \ucd5c\uc885 \uc751\ub2f5\uc744 \uc9c1\uc811 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc5b4, \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4dc\ub294 \uac80\uc0c9 \ub2e8\uacc4\ub97c \uc0dd\ub7b5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uce90\uc2dc \ubbf8\uc2a4:<\/strong> \uce90\uc2dc\uc5d0 \uc720\uc0ac\ud55c \ucffc\ub9ac\uac00 \uc5c6\ub294 \uacbd\uc6b0, \uc2dc\uc2a4\ud15c\uc740 \uc678\ubd80 \uc9c0\uc2dd \uc18c\uc2a4\uc5d0\uc11c \uc0c8\ub85c \uc815\ubcf4\ub97c \uac80\uc0c9\ud558\uc5ec \uc751\ub2f5\uc744 \uc0dd\uc131\ud55c \ub4a4, \ud5a5\ud6c4 \uc0ac\uc6a9\uc744 \uc704\ud574 \uc774\ub97c \uce90\uc2dc\uc5d0 \uc800\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uac80\uc0c9\ub41c \ubb38\uc11c \uce90\uc2f1 \ub300 \ucd5c\uc885 \uc751\ub2f5 \uce90\uc2f1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uac80\uc0c9 \uce90\uc2f1:<\/strong> \uc2a4\ud1a0\uc5b4\ub294 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uccad\ud06c\ub97c \uac00\uc838\uc634\uc73c\ub85c\uc368, \ub3d9\uc801\uc778 \uc751\ub2f5 \uc0dd\uc131\uc744 \uc720\uc9c0\ud558\uba74\uc11c\ub3c4 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ucffc\ub9ac \ud69f\uc218\ub97c \uc904\uc77c \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc751\ub2f5 \uce90\uc2f1:<\/strong> LLM\uc774 \uc0dd\uc131\ud55c \ucd5c\uc885 \uc751\ub2f5\uc744 \uc800\uc7a5\ud558\uc5ec, \ubc18\ubcf5\ub418\ub294 \ucffc\ub9ac\uc5d0 \ub300\ud574\uc11c\ub294 \uac80\uc0c9 \ubc0f \uc0dd\uc131 \ub2e8\uacc4\ub97c \ubaa8\ub450 \uac74\ub108\ub701\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uce90\uc2dc \ubb34\ud6a8\ud654 \ubc0f \uac31\uc2e0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uce90\uc2dc\ub41c \ub370\uc774\ud130\ub294 TTL \ub9cc\ub8cc, \ucf58\ud150\uce20 \uc5c5\ub370\uc774\ud2b8, \ub610\ub294 LRU(Least Recently Used)\uc640 \uac19\uc740 \uc0ac\uc6a9 \ube48\ub3c4 \uae30\ubc18 \uc81c\uac70 \uc815\ucc45 \ub4f1\uc758 \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uc5ec, \uc624\ub798\ub41c \uc751\ub2f5\uc774 \ubc18\ud658\ub418\ub294 \uac83\uc744 \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \uc8fc\uae30\uc801\uc73c\ub85c \uac31\uc2e0\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>LLM \ubc0f RAG \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc758 \uc804\ubc18\uc801\uc778 \uc774\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc9c0\uc5f0 \uc2dc\uac04\uc744 \uc904\uc774\uba74\uc11c \ubc18\ubcf5\uc801\uc778 \uac80\uc0c9 \ubc0f \uc0dd\uc131\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub370\uc774\ud130\ubca0\uc774\uc2a4 \ucffc\ub9ac \ucd5c\uc18c\ud654 \ubc0f \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM) \ucd94\ub860\uc744 \ud1b5\ud55c \uacc4\uc0b0 \ube44\uc6a9 \uc808\uac10.<\/li>\n\n\n\n<li>\ucc57\ubd07, \uac80\uc0c9 \uc5d4\uc9c4 \ub4f1\uacfc \uac19\uc740 \ub300\uc6a9\ub7c9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud655\uc7a5\uc131 \uac15\ud654, \uadf8\ub9ac\uace0 <a href=\"https:\/\/www.couchbase.com\/ko\/blog\/agentic-ai\/\">\uae30\uc5c5 \uc9c0\uc2dd \uc9c0\uc6d0 \uc2dc\uc2a4\ud15c(EKA)<\/a>.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"use-cases\" class=\"wp-block-heading\">\uc758\ubbf8\ub860\uc801 \uce90\uc2dc \uc2dc\uc2a4\ud15c\uc758 \uc0ac\uc6a9 \uc0ac\ub840<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"h-use-cases-for-a-semantic-cache-system-a-semantic-cache-system-improves-efficiency-by-reusing-results-based-on-meaning-rather-than-exact-matches-this-is-especially-useful-in-applications-that-involve-natural-language-processing-search-and-ai-driven-interactions\">\uc758\ubbf8 \uae30\ubc18 \uce90\uc2dc \uc2dc\uc2a4\ud15c\uc740 \uc815\ud655\ud55c \uc77c\uce58 \uc5ec\ubd80\uac00 \uc544\ub2cc \uc758\ubbf8\ub97c \ubc14\ud0d5\uc73c\ub85c \uacb0\uacfc\ub97c \uc7ac\uc0ac\uc6a9\ud568\uc73c\ub85c\uc368 \ud6a8\uc728\uc131\uc744 \ub192\uc785\ub2c8\ub2e4. \uc774\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac, \uac80\uc0c9, AI \uae30\ubc18 \uc0c1\ud638\uc791\uc6a9\uc774 \ud3ec\ud568\ub41c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uac80\uc0c9 \uc5d4\uc9c4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uad6c\uae00\uc740 \uacfc\uac70 \uac80\uc0c9\uc5b4\uc758 \uc784\ubca0\ub529\uc744 \uc800\uc7a5\ud558\ub294 \u2018\uc758\ubbf8 \uae30\ubc18 \uce90\uc2f1\u2019\uc744 \ud1b5\ud574 \uac80\uc0c9 \uc18d\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\uac00 \uc720\uc0ac\ud55c \uac80\uc0c9\uc5b4\ub97c \uc785\ub825\ud558\uba74, \uad6c\uae00\uc740 \uc804\uccb4 \uac80\uc0c9\uc744 \uc218\ud589\ud558\ub294 \ub300\uc2e0 \uce90\uc2dc\uc5d0 \uc800\uc7a5\ub41c \uacb0\uacfc\ub97c \ubd88\ub7ec\uc624\ubbc0\ub85c \uc751\ub2f5 \uc2dc\uac04\uc774 \ub2e8\ucd95\ub418\uace0 \ucc98\ub9ac \ube44\uc6a9\uc774 \uc808\uac10\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc804\uc790\uc0c1\uac70\ub798 \ubc0f \uc0c1\ud488 \uac80\uc0c9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc544\ub9c8\uc874\uc740 \uad00\ub828 \uc0c1\ud488\uc744 \uc2e0\uc18d\ud558\uac8c \ucd94\ucc9c\ud558\uae30 \uc704\ud574 \uc0c1\ud488 \uac80\uc0c9 \uc784\ubca0\ub529\uc744 \uce90\uc2dc\uc5d0 \uc800\uc7a5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc0ac\uc6a9\uc790\uac00 \u201c\ubb34\uc120 \ud5e4\ub4dc\ud3f0\u201d\uc744 \uac80\uc0c9\ud558\uba74 \uc2dc\uc2a4\ud15c\uc740 \uc720\uc0ac\ud55c \uacfc\uac70 \uac80\uc0c9 \uae30\ub85d\uc744 \ud655\uc778\ud55c \ub4a4, \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \ub2e4\uc2dc \ucffc\ub9ac\ub97c \ubcf4\ub0b4\ub294 \ub300\uc2e0 \uce90\uc2dc\uc5d0\uc11c \uacb0\uacfc\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ucd94\ucc9c \uc2dc\uc2a4\ud15c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub137\ud50c\ub9ad\uc2a4\uc640 \uc2a4\ud3ec\ud2f0\ud30c\uc774\ub294 \uc2dc\ub9e8\ud2f1 \uc784\ubca0\ub529\uc744 \ud65c\uc6a9\ud574 \uc0ac\uc6a9\uc790 \uc120\ud638\ub3c4\uc640 \uc2dc\uccad\u00b7\uccad\ucde8 \uae30\ub85d\uc744 \uce90\uc2dc\uc5d0 \uc800\uc7a5\ud569\ub2c8\ub2e4. \ub450 \uc0ac\uc6a9\uc790\uc758 \ucde8\ud5a5\uc774 \ube44\uc2b7\ud560 \uacbd\uc6b0, \uc2dc\uc2a4\ud15c\uc740 \uc0c8\ub85c\uc6b4 \ucd94\ucc9c\uc744 \uc0dd\uc131\ud558\ub294 \ub300\uc2e0 \uce90\uc2dc\uc5d0 \uc800\uc7a5\ub41c \ucd94\ucc9c\uc744 \ubd88\ub7ec\uc624\ubbc0\ub85c, \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uace0 \ucef4\ud4e8\ud305 \uc790\uc6d0\uc744 \uc808\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ucc57\ubd07 \ubc0f \uac00\uc0c1 \uc5b4\uc2dc\uc2a4\ud134\ud2b8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ChatGPT \ubc0f \uae30\ud0c0 AI \ucc57\ubd07\uc740 \uc911\ubcf5\ub41c LLM \ucc98\ub9ac\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud574 \uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38(FAQ, \uc77c\ubc18 \uc0c1\uc2dd, \ucf54\ub529 \uad00\ub828 \uc9c8\ubb38 \ub4f1)\uc744 \uce90\uc2dc\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc0ac\uc6a9\uc790\uac00 \u201c\uc591\uc790 \ucef4\ud4e8\ud305\uc744 \uc124\uba85\ud574\uc918\u201d\ub77c\uace0 \ubb3c\uc5b4\ubcf4\uba74, \ucc98\uc74c\ubd80\ud130 \uc0c8\ub85c \uc0dd\uc131\ud558\ub294 \ub300\uc2e0 \uce90\uc2dc\ub41c \uc751\ub2f5\uc774 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"resources\" class=\"wp-block-heading\">\ud575\uc2ec \uc694\uc57d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2dc\uc758\uc801 \uce90\uc2f1\uc740 \ud6a8\uc728\uc131, \uc18d\ub3c4 \ubc0f \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/ko\/use-cases\/artificial-intelligence\/\">AI \uae30\ubc18 \uc2dc\uc2a4\ud15c<\/a> \uc911\ubcf5 \ucffc\ub9ac\ub97c \uc2e4\ud589\ud558\ub294 \ub300\uc2e0 \uad00\ub828 \uacb0\uacfc\ub97c \uc7ac\uc0ac\uc6a9\ud568\uc73c\ub85c\uc368 RAG \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uac80\uc0c9 \uc9c0\uc5f0 \uc2dc\uac04\uc744 \uc904\uc774\uace0, \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubc0f API \ud638\ucd9c\uc744 \ucd5c\uc801\ud654\ud558\uba70, \uc758\ub3c4\uac00 \ubc14\ub010 \ucffc\ub9ac\ub97c \uc9c0\ub2a5\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\uc5ec \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4. \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ud65c\uc6a9\ud55c \uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc744 \uad6c\ud604\ud558\ub294 \uac83\uc740, <a href=\"https:\/\/www.couchbase.com\/ko\/blog\/embedding-models\/\">\uc784\ubca0\ub529 \ubaa8\ub378<\/a>, \uadf8\ub9ac\uace0 \uce90\uc2f1 \uc804\ub7b5\uc740 \ucc57\ubd07, \uac80\uc0c9\uc5d4\uc9c4, \uadf8\ub9ac\uace0 \uae30\uc5c5 \uc9c0\uc2dd \uc2dc\uc2a4\ud15c\uc758 \uc131\ub2a5\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc758\ubbf8\uc801 \uce90\uc2f1\uc744 \ud65c\uc6a9\ud558\uae30 \uc704\ud574 \ucde8\ud560 \uc218 \uc788\ub294 \uad6c\uccb4\uc801\uc778 \ub2e4\uc74c \ub2e8\uacc4\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uac80\uc0c9 \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc2dc\ub9e8\ud2f1 \uce90\uc2dc \uacc4\uce35\uc744 \ud1b5\ud569\ud558\uc138\uc694.<\/li>\n\n\n\n<li>\uc62c\ubc14\ub978 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc120\ud0dd\ud558\uc138\uc694.<\/li>\n\n\n\n<li>\uce90\uc2dc \ub9cc\ub8cc \uc2dc\uac04 \ubbf8\uc138 \uc870\uc815.<\/li>\n\n\n\n<li>\ud558\uc774\ube0c\ub9ac\ub4dc \uce90\uc2f1(\uc2dc\ub9e8\ud2f1 \ubc0f \ud0a4\uc6cc\ub4dc \uae30\ubc18)\uc744 \uc2e4\ud5d8\ud574 \ubcf4\uc138\uc694.<\/li>\n\n\n\n<li style=\"padding-top:0;padding-bottom:0\">\uc2e4\uc81c \ucffc\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uce90\uc2dc \ud6a8\uc728\uc131\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull wp-custom-prefooter has-peach-background-color has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group wp-custom-prefooter__inner is-layout-constrained wp-container-core-group-is-layout-32cc56da wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-a91057ef wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.34%\">\n<div class=\"wp-block-group wp-custom-prefooter__card has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-293b0a6d wp-block-group-is-layout-flex\"><div class=\"is-size-large wp-elements-1 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"13 12 34 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M44.73,33.67c-1.75-1.82-3.88-2.54-6.14-2.11.38-.55.58-1.21.57-1.9,0-.79-.29-1.54-.75-2l-3.9-3.9c-.1-.45-.23-.95-.4-1.24-.4-.68-1.21-1.32-1.48-1.53-.9-.83-2.31-.81-3.19.07l-1.28,1.27-.4-.4c1.04-2.76.44-5.39-1.74-7.47-1.52-1.45-3.99-2.84-6.37-2.37-.22.04-.42.15-.58.31l-1,1c-.44.44-.44,1.15,0,1.59l2.13,2.13c.69.69.72,1.02.72,1.02,0,0-.01.02-.04.05l-1.11,1.12c-.63.63-.68.68-1.56-.19l-2.13-2.13c-.44-.44-1.15-.44-1.59,0l-.96.96c-.16.16-.26.36-.31.58-.42,2.14.6,5.14,2.34,6.82,1.65,1.6,3.58,2.01,5.13,2.02-.12.19-.23.37-.3.55-.7,1.76.03,3.06.27,3.49.03.06.05.11.07.14l-1.87,1.83c-.39-.11-.83-.02-1.12.27l-4.63,4.63c-.21.21-.33.5-.33.8s.12.58.33.8l7.82,7.82c.21.21.5.33.8.33s.58-.12.8-.33l4.62-4.63c.44-.44.44-1.15,0-1.59l-6.6-6.6,1.88-1.84c.42-.4.93-1.42.19-2.73-.27-.47-.39-.92-.14-1.54.04-.1.17-.29.36-.52,0,0,.01.01.02.02.13.12.23.21.26.24.56.56,1.36.76,2.18.56.58-.15,1.16-.49,1.63-.96l1.56-1.56c.98-.98,1.14-1.86,1.09-2.43l1.43-1.42s.06-.02.08,0c.04.04.09.08.13.11.3.22.78.65.9.85.05.12.16.55.22.91.01.07.04.13.07.2l-.79.79,1.19,1.19.71-.71,1.26,1.26-.71.71,1.19,1.19.72-.72.79.78c.09.12.26.75-.21,1.21l-5.87,5.87-.87.21c-.2.05-.39.15-.53.3l-1.85,1.85,1.59,1.59,1.63-1.63.87-.21c.1-.02.2-.06.29-.11-.11,1.64.17,3.9,2,5.8,1.43,1.47,3.8,2.44,5.8,2.44.36,0,.7-.03,1.03-.1.22-.04.42-.15.58-.31l.96-.96c.44-.44.44-1.15,0-1.59l-2.13-2.13c-.69-.69-.67-.97-.67-.97.02-.12.32-.42.48-.58l1.12-1.12s.03-.03.03-.03c.06,0,.38.07,1.03.72l2.13,2.13c.44.44,1.15.44,1.59,0l1-1c.16-.16.26-.36.31-.58.47-2.38-.91-4.85-2.37-6.37ZM24.79,42.25l-3.03,3.03-6.23-6.23,3.03-3.03,6.23,6.23ZM26.93,24.92l-1.56,1.56c-.29.29-.6.39-.63.41-.03-.03-.15-.14-.31-.29-.12-.11-.25-.23-.38-.35,0,0,0,0,0,0l-.96-.95c-.26-.26-.64-.37-1-.31-1.13.21-3.28.33-4.93-1.27-1.05-1.02-1.79-2.89-1.76-4.27l1.24,1.24c2.46,2.47,4.06.87,4.74.19l1.11-1.12c.65-.65.85-1.49.57-2.37-.19-.6-.6-1.22-1.26-1.87l-1.27-1.27c1.18-.03,2.72.67,3.94,1.83,1.66,1.59,1.98,3.48.95,5.62-.21.43-.12.94.22,1.28l1.58,1.58c-.07.1-.16.21-.29.35ZM43.66,37.89c-2.23-2.22-3.71-1.22-4.24-.69l-1.12,1.12c-.42.42-1,1-1.12,1.87-.13.92.3,1.86,1.31,2.87l1.24,1.24c-1.38.02-3.25-.71-4.27-1.76-1.6-1.65-1.48-3.8-1.27-4.93.06-.33-.02-.66-.24-.92l-.2-.24,2.41-2.41h0c.34.35.86.45,1.3.24,2.14-1.03,4.03-.71,5.62.95,1.17,1.22,1.87,2.74,1.83,3.94l-1.27-1.27Z\" stroke-width=\"0\"\/><\/svg><\/div>\n\n\n<h3 id=\"h-start-building\" class=\"wp-block-heading wp-custom-prefooter__card-title has-heading-sm-font-size\" style=\"margin-top:var(--wp--preset--spacing--xs);margin-bottom:var(--wp--preset--spacing--xs)\">\uad6c\ucd95 \uc2dc\uc791<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uac1c\ubc1c\uc790 \ud3ec\ud138\uc5d0\uc11c NoSQL\uc744 \uc0b4\ud3b4\ubcf4\uace0, \ub9ac\uc18c\uc2a4\ub97c \ucc3e\uc544\ubcf4\uace0, \ud29c\ud1a0\ub9ac\uc5bc\uc744 \uc2dc\uc791\ud558\uc138\uc694.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto\">\n<div class=\"wp-block-button is-style-outline is-style-outline--3\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/developers\/\" title=\"\uc9c0\uae08 \uac1c\ubc1c\ud558\uae30\" target=\"\">\uc9c0\uae08 \uac1c\ubc1c\ud558\uae30<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-group wp-custom-prefooter__card has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-293b0a6d wp-block-group-is-layout-flex\"><div class=\"is-size-large wp-elements-2 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"0 0 60 60\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><path d=\"m49.22,34.73v.71c-14.15,1.75-22.5,10.07-24.26,24.16h-.71c-1.75-14.09-10.11-22.41-24.26-24.16v-.71c14.14-1.75,22.5-10.07,24.26-24.16h.71c1.75,14.09,10.11,22.41,24.26,24.16ZM47.73.41h-.36c-.89,7.12-5.12,11.33-12.27,12.22v.36c7.15.89,11.38,5.09,12.27,12.22h.36c.89-7.12,5.12-11.33,12.27-12.22v-.36c-7.15-.89-11.38-5.09-12.27-12.22Z\"><\/path><\/svg><\/div>\n\n\n<h3 id=\"h-use-capella-free\" class=\"wp-block-heading wp-custom-prefooter__card-title has-heading-sm-font-size\" style=\"margin-top:var(--wp--preset--spacing--xs);margin-bottom:var(--wp--preset--spacing--xs)\">\uce74\ud3a0\ub77c \ubb34\ub8cc \uc0ac\uc6a9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ud074\ub9ad \uba87 \ubc88\uc73c\ub85c Couchbase\ub97c \uc9c1\uc811 \uccb4\ud5d8\ud574 \ubcf4\uc138\uc694. Capella DBaaS\ub294 \uac00\uc7a5 \uc27d\uace0 \ube60\ub974\uac8c \uc2dc\uc791\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto\">\n<div class=\"wp-block-button is-style-outline is-style-outline--4\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cloud.couchbase.com\/sign-up\" title=\"\ubb34\ub8cc \uc0ac\uc6a9\" target=\"\">\ubb34\ub8cc \uc0ac\uc6a9<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-group wp-custom-prefooter__card has-white-background-color has-background is-vertical is-layout-flex wp-container-core-group-is-layout-293b0a6d wp-block-group-is-layout-flex\"><div class=\"is-size-large wp-elements-3 wp-block-couchbase-com-2026-icon has-text-color has-red-color\"><svg viewbox=\"14 12 32 36\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"currentColor\" aria-hidden=\"true\" focusable=\"false\"><rect x=\"22.34\" y=\"13.7\" width=\"2.41\" height=\"5.19\" transform=\"translate(-4.99 13.95) rotate(-30)\"\/><rect x=\"38.84\" y=\"20.06\" width=\"5.19\" height=\"2.41\" transform=\"translate(-5.08 23.57) rotate(-30)\"\/><rect x=\"28.92\" y=\"12\" width=\"2.41\" height=\"5.19\"\/><rect x=\"14.27\" y=\"26.39\" width=\"5.19\" height=\"2.41\"\/><rect x=\"34.08\" y=\"15.21\" width=\"5.19\" height=\"2.41\" transform=\"translate(4.12 39.97) rotate(-60)\"\/><rect x=\"17.49\" y=\"18.46\" width=\"2.41\" height=\"5.19\" transform=\"translate(-8.88 26.71) rotate(-60)\"\/><rect x=\"40.54\" y=\"26.65\" width=\"5.19\" height=\"2.41\"\/><rect x=\"40.1\" y=\"31.81\" width=\"2.41\" height=\"5.19\" transform=\"translate(-9.14 52.98) rotate(-60)\"\/><path d=\"M24.39,45.28h2.27c.36,1.56,1.75,2.72,3.42,2.72h.07c1.67,0,3.06-1.17,3.42-2.72h2.37v-2.71h-11.55v2.71ZM30.15,46.19h-.07c-.65,0-1.21-.37-1.5-.92h3.07c-.29.54-.85.92-1.5.92Z\"\/><rect x=\"15.97\" y=\"32.98\" width=\"5.19\" height=\"2.41\" transform=\"translate(-14.6 13.86) rotate(-29.99)\"\/><path d=\"M35.92,20.71c-2.14-1.75-4.93-2.44-7.66-1.9-3.58.71-6.48,3.64-7.23,7.29-.67,3.28.32,6.61,2.66,8.9.2.19.31.46.31.74v5.83h12.24v-5.83c0-.28.11-.55.29-.73,1.86-1.81,2.88-4.26,2.88-6.87,0-2.91-1.27-5.61-3.49-7.43ZM28.48,30.59h-.98c-.54,0-.98-.44-.98-.98s.44-.98.98-.98.98.44.98.98v.98ZM30.54,38.86h-.86v-7.06h.86v7.06ZM34.63,33.08c-.71.69-1.11,1.66-1.11,2.67v3.12h-1.77v-7.06h1.01c1.19-.01,2.16-.99,2.16-2.19s-.98-2.19-2.19-2.19-2.19.98-2.19,2.19v.98h-.86v-.98c0-1.21-.98-2.19-2.19-2.19s-2.19.98-2.19,2.19.98,2.19,2.19,2.19h.98v7.06h-1.77v-3.12c0-1.01-.41-1.98-1.12-2.68-1.68-1.64-2.39-4.04-1.9-6.42.53-2.59,2.58-4.67,5.1-5.18,1.96-.39,3.88.08,5.41,1.34,1.59,1.3,2.5,3.25,2.5,5.34,0,1.88-.73,3.64-2.06,4.94ZM31.75,30.59v-.98c0-.54.44-.98.98-.98s.98.44.98.98-.44.98-.98.98h-.98Z\"\/><\/svg><\/div>\n\n\n<h3 id=\"h-get-in-touch\" class=\"wp-block-heading wp-custom-prefooter__card-title has-heading-sm-font-size\" style=\"margin-top:var(--wp--preset--spacing--xs);margin-bottom:var(--wp--preset--spacing--xs)\">\uc5f0\ub77d\ud558\uae30<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc81c\ud488\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uace0 \uc2f6\uc73c\uc2e0\uac00\uc694? \uc800\ud76c\uac00 \ub3c4\uc640\ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:auto\">\n<div class=\"wp-block-button is-style-outline is-style-outline--5\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/contact\/\" title=\"\ubb38\uc758\ud558\uae30\" target=\"\">\ubb38\uc758\ud558\uae30<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Semantic Caching Semantic caching improves application performance by storing and understanding the meaning of similar queries SUMMARY Semantic caching improves query efficiency by storing and retrieving results based on meaning rather than exact text matches. Unlike traditional caching, which relies on identical queries, semantic caching leverages vector embeddings and similarity search to find and reuse [&hellip;]<\/p>\n","protected":false},"author":15093,"featured_media":0,"menu_order":0,"template":"page-no-prefooter","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":""},"couchbase_category":[38,39,18,19],"class_list":["post-1591","concepts","type-concepts","status-publish","hentry","couchbase_category-capella-product-customer","couchbase_category-cloud","couchbase_category-performance","couchbase_category-technology-software-saas"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.6 (Yoast SEO v28.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Semantic Caching | Concepts | Couchbase<\/title>\n<meta name=\"description\" content=\"Semantic caching improves application performance by storing the meaning of queries, allowing systems to return information based on user intent.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/semantic-caching\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Semantic Caching | Concepts | Couchbase\" \/>\n<meta property=\"og:description\" content=\"Semantic caching improves application performance by storing the meaning of queries, allowing systems to return information based on user intent.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/semantic-caching\/\" \/>\n<meta property=\"og:site_name\" content=\"Couchbase\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-02T12:51:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/\/wp-content\/uploads\/sites\/6\/2026\/07\/full-orange-star.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Semantic Caching | Concepts | Couchbase\" \/>\n<meta name=\"twitter:description\" content=\"Semantic caching improves application performance by storing the meaning of queries, allowing systems to return information based on user intent.\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"7\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ko\\\/resources\\\/concepts\\\/semantic-caching\\\/\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/resources\\\/concepts\\\/semantic-caching\\\/\",\"name\":\"Semantic Caching | Concepts | Couchbase\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ko\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/resources\\\/concepts\\\/semantic-caching\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/resources\\\/concepts\\\/semantic-caching\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.couchbase.com\\\/\\\/wp-content\\\/uploads\\\/sites\\\/6\\\/2026\\\/07\\\/full-orange-star.png\",\"datePublished\":\"2025-03-28T22:25:28+00:00\",\"dateModified\":\"2026-08-02T12:51:53+00:00\",\"description\":\"Semantic caching improves application performance by storing the meaning of queries, allowing systems to return information based on user intent.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/resources\\\/concepts\\\/semantic-caching\\\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.couchbase.com\\\/resources\\\/concepts\\\/semantic-caching\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/resources\\\/concepts\\\/semantic-caching\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/\\\/wp-content\\\/uploads\\\/sites\\\/6\\\/2026\\\/07\\\/full-orange-star.png\",\"contentUrl\":\"https:\\\/\\\/www.couchbase.com\\\/\\\/wp-content\\\/uploads\\\/sites\\\/6\\\/2026\\\/07\\\/full-orange-star.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/resources\\\/concepts\\\/semantic-caching\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.couchbase.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Semantic Caching\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ko\\\/#website\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/ko\\\/\",\"name\":\"Couchbase\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ko\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.couchbase.com\\\/ko\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ko\\\/#organization\",\"name\":\"Couchbase\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/ko\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ko\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.couchbase.com\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/logo-1.svg\",\"contentUrl\":\"https:\\\/\\\/www.couchbase.com\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/logo-1.svg\",\"caption\":\"Couchbase\"},\"image\":{\"@id\":\"https:\\\/\\\/www.couchbase.com\\\/ko\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\uc2dc\ub9e8\ud2f1 \uce90\uc2f1 | \uac1c\ub150 | \uce74\uc6b0\uce58\ubca0\uc774\uc2a4","description":"\uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc740 \ucffc\ub9ac\uc758 \uc758\ubbf8\ub97c \uc800\uc7a5\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uba70, \uc2dc\uc2a4\ud15c\uc774 \uc0ac\uc6a9\uc790 \uc758\ub3c4\uc5d0 \ub530\ub77c \uc815\ubcf4\ub97c \ubc18\ud658\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/semantic-caching\/","og_locale":"ko_KR","og_type":"article","og_title":"Semantic Caching | Concepts | Couchbase","og_description":"Semantic caching improves application performance by storing the meaning of queries, allowing systems to return information based on user intent.","og_url":"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/semantic-caching\/","og_site_name":"Couchbase","article_modified_time":"2026-08-02T12:51:53+00:00","og_image":[{"url":"https:\/\/www.couchbase.com\/\/wp-content\/uploads\/sites\/6\/2026\/07\/full-orange-star.png","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_title":"Semantic Caching | Concepts | Couchbase","twitter_description":"Semantic caching improves application performance by storing the meaning of queries, allowing systems to return information based on user intent.","twitter_misc":{"Est. reading time":"7\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/semantic-caching\/","url":"https:\/\/www.couchbase.com\/resources\/concepts\/semantic-caching\/","name":"\uc2dc\ub9e8\ud2f1 \uce90\uc2f1 | \uac1c\ub150 | \uce74\uc6b0\uce58\ubca0\uc774\uc2a4","isPartOf":{"@id":"https:\/\/www.couchbase.com\/ko\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.couchbase.com\/resources\/concepts\/semantic-caching\/#primaryimage"},"image":{"@id":"https:\/\/www.couchbase.com\/resources\/concepts\/semantic-caching\/#primaryimage"},"thumbnailUrl":"https:\/\/www.couchbase.com\/\/wp-content\/uploads\/sites\/6\/2026\/07\/full-orange-star.png","datePublished":"2025-03-28T22:25:28+00:00","dateModified":"2026-08-02T12:51:53+00:00","description":"\uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc740 \ucffc\ub9ac\uc758 \uc758\ubbf8\ub97c \uc800\uc7a5\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uba70, \uc2dc\uc2a4\ud15c\uc774 \uc0ac\uc6a9\uc790 \uc758\ub3c4\uc5d0 \ub530\ub77c \uc815\ubcf4\ub97c \ubc18\ud658\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.","breadcrumb":{"@id":"https:\/\/www.couchbase.com\/resources\/concepts\/semantic-caching\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.couchbase.com\/resources\/concepts\/semantic-caching\/"]}]},{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/www.couchbase.com\/resources\/concepts\/semantic-caching\/#primaryimage","url":"https:\/\/www.couchbase.com\/\/wp-content\/uploads\/sites\/6\/2026\/07\/full-orange-star.png","contentUrl":"https:\/\/www.couchbase.com\/\/wp-content\/uploads\/sites\/6\/2026\/07\/full-orange-star.png"},{"@type":"BreadcrumbList","@id":"https:\/\/www.couchbase.com\/resources\/concepts\/semantic-caching\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.couchbase.com\/"},{"@type":"ListItem","position":2,"name":"Semantic Caching"}]},{"@type":"WebSite","@id":"https:\/\/www.couchbase.com\/ko\/#website","url":"https:\/\/www.couchbase.com\/ko\/","name":"\ucf54\uc6b0\uce58\ubca0\uc774\uc2a4","description":"","publisher":{"@id":"https:\/\/www.couchbase.com\/ko\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.couchbase.com\/ko\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/www.couchbase.com\/ko\/#organization","name":"\ucf54\uc6b0\uce58\ubca0\uc774\uc2a4","url":"https:\/\/www.couchbase.com\/ko\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/www.couchbase.com\/ko\/#\/schema\/logo\/image\/","url":"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/logo-1.svg","contentUrl":"https:\/\/www.couchbase.com\/wp-content\/uploads\/2026\/07\/logo-1.svg","caption":"Couchbase"},"image":{"@id":"https:\/\/www.couchbase.com\/ko\/#\/schema\/logo\/image\/"}}]}},"acf":[],"permalink_manager":null,"_links":{"self":[{"href":"https:\/\/www.couchbase.com\/ko\/wp-json\/wp\/v2\/concepts\/1591","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.couchbase.com\/ko\/wp-json\/wp\/v2\/concepts"}],"about":[{"href":"https:\/\/www.couchbase.com\/ko\/wp-json\/wp\/v2\/types\/concepts"}],"author":[{"embeddable":true,"href":"https:\/\/www.couchbase.com\/ko\/wp-json\/wp\/v2\/users\/15093"}],"version-history":[{"count":0,"href":"https:\/\/www.couchbase.com\/ko\/wp-json\/wp\/v2\/concepts\/1591\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.couchbase.com\/ko\/wp-json\/wp\/v2\/media?parent=1591"}],"wp:term":[{"taxonomy":"couchbase_category","embeddable":true,"href":"https:\/\/www.couchbase.com\/ko\/wp-json\/wp\/v2\/couchbase_category?post=1591"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}