{"id":15531,"date":"2024-09-03T04:30:02","date_gmt":"2024-09-03T11:30:02","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=15531"},"modified":"2025-06-13T22:41:59","modified_gmt":"2025-06-14T05:41:59","slug":"vector-search-at-the-edge-with-couchbase-mobile","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/vector-search-at-the-edge-with-couchbase-mobile\/","title":{"rendered":"\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ubaa8\ubc14\uc77c\uc744 \ud1b5\ud55c \uc5e3\uc9c0\uc5d0\uc11c\uc758 \ubca1\ud130 \uac80\uc0c9"},"content":{"rendered":"<p><span style=\"font-weight: 400\">\uc800\ud76c\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \ubc1c\ud45c\ud558\uac8c \ub418\uc5b4 \uae30\uc058\uac8c \uc0dd\uac01\ud569\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/downloads\/?family=couchbase-lite\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ub77c\uc774\ud2b8 3.2 \ucd9c\uc2dc<\/span><\/a><span style=\"font-weight: 400\"> \ubca1\ud130 \uac80\uc0c9\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774\ubc88 \ucd9c\uc2dc\ub294 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/announcing-vector-search\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\uce74\ud3a0\ub77c \ubc0f \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc11c\ubc84 7.6\uc5d0\uc11c \ubca1\ud130 \uac80\uc0c9 \uc9c0\uc6d0<\/span><\/a><span style=\"font-weight: 400\">.\u00a0 <\/span><span style=\"font-weight: 400\">\uc774\uc81c Couchbase Lite\uc5d0\uc11c \ubca1\ud130 \uac80\uc0c9\uc744 \uc9c0\uc6d0\ud558\uc5ec \ub2e4\uc74c\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <b>\ud074\ub77c\uc6b0\ub4dc\uc640 \uc5e3\uc9c0\uc5d0\uc11c AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ub3d9\ud558\ub294 \ubca1\ud130 \uac80\uc0c9\uc744 \uc704\ud55c \ud074\ub77c\uc6b0\ub4dc \ud22c \uc5e3\uc9c0 \uc9c0\uc6d0<\/b><\/span><b>.<\/b><\/p>\n<p>\uc774 \ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c\uc5d0\uc11c\ub294 \uc5e3\uc9c0\uc5d0\uc11c \ubca1\ud130 \uac80\uc0c9\uc744 \uc9c0\uc6d0\ud568\uc73c\ub85c\uc368 \uc5bb\uc744 \uc218 \uc788\ub294 \uc8fc\uc694 \uc774\uc810\uc5d0 \ub300\ud574 \uc124\uba85\ud558\uace0, Couchbase Lite \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud574\ub2f9\ud558\ub294 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub300\ud574 \uac04\ub7b5\ud558\uac8c \uc0b4\ud3b4\ubd05\ub2c8\ub2e4.<\/p>\n<h3><span style=\"font-weight: 400\">\ubca1\ud130 \uac80\uc0c9\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/span><\/h3>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/vector-similarity-search\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\ubca1\ud130 \uac80\uc0c9<\/span><\/a> <span style=\"font-weight: 400\">\ub294 \uc758\ubbf8\ub860\uc801\uc73c\ub85c \uac80\uc0c9\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. <\/span><span style=\"font-weight: 400\">\uc720\uc0ac\ud55c \ud56d\ubaa9\uc744 \uae30\uc900\uc73c\ub85c <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-are-vector-embeddings\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\ubca1\ud130 \uc784\ubca0\ub529<\/span><\/a><span style=\"font-weight: 400\"> \ub2e4\ucc28\uc6d0 \uacf5\uac04\uc5d0\uc11c \ud56d\ubaa9\uc758 \ud45c\ud604\uc785\ub2c8\ub2e4. \uac70\ub9ac \uba54\ud2b8\ub9ad\uc740 \ud56d\ubaa9 \uac04\uc758 \uc720\uc0ac\uc131\uc744 \uacb0\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ubca1\ud130 \uac80\uc0c9\uc740 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-generative-ai\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI<\/span><\/a><span style=\"font-weight: 400\"> \ubc0f \uc608\uce21 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158.\u00a0\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ubaa8\ubc14\uc77c \uc2a4\ud0dd<\/span><\/h2>\n<p><span style=\"font-weight: 400\">Couchbase\ub97c \ucc98\uc74c \uc0ac\uc6a9\ud558\uc2dc\ub294 \ubd84\ub4e4\uc744 \uc704\ud574 Couchbase Mobile\uc5d0 \ub300\ud55c \uac04\ub2e8\ud55c \uc785\ubb38\uc11c\ub97c \uc18c\uac1c\ud569\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2024\/03\/couchbase-mobile-stack.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-15532\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2024\/03\/couchbase-mobile-stack-1024x454.png\" alt=\"\" width=\"900\" height=\"399\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-stack-1024x454.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-stack-300x133.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-stack-768x340.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-stack-1536x681.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-stack-2048x907.png 2048w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-stack-1320x585.png 1320w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ubaa8\ubc14\uc77c\uc740 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/offline-first-more-reliable-mobile-apps\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\uc624\ud504\ub77c\uc778 \uc6b0\uc120<\/span><\/a><span style=\"font-weight: 400\">\ud074\ub77c\uc6b0\ub4dc-\uc5e3\uc9c0 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ud50c\ub7ab\ud3fc\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc774 \uad6c\uc131\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4:\u00a0<\/span><\/p>\n<p style=\"padding-left: 40px\"><b>\ud074\ub77c\uc6b0\ub4dc \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/b><span style=\"font-weight: 400\">: \ub2e4\uc74c\uacfc \uac19\uc740 \uc644\uc804 \uad00\ub9ac\ud615 \ubc0f \ud638\uc2a4\ud305\ud615 \uc11c\ube44\uc2a4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c \uc0ac\uc6a9 \uac00\ub2a5 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/capella\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uce74\ud3a0\ub77c<\/span><\/a><span style=\"font-weight: 400\">, <\/span><span style=\"font-weight: 400\">\ub610\ub294 \ubc30\ud3ec \ubc0f \ud638\uc2a4\ud305<\/span> <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/server\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc11c\ubc84<\/span><\/a><span style=\"font-weight: 400\"> \ud63c\uc790\uc11c.<\/span><\/p>\n<p style=\"padding-left: 40px\"><b>\uc784\ubca0\ub514\ub4dc \ub370\uc774\ud130\ubca0\uc774\uc2a4:<\/b> <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/lite\/\"><span style=\"font-weight: 400\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ub77c\uc774\ud2b8<\/span><\/a> <span style=\"font-weight: 400\">\u00a0\ub294 \ubaa8\ubc14\uc77c, \ub370\uc2a4\ud06c\ud1b1 \ubc0f IoT \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \ubaa8\ub4e0 \uae30\ub2a5\uc744 \uac16\ucd98 NoSQL \uc784\ubca0\ub514\ub4dc \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc785\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<p style=\"padding-left: 40px\"><b>\ub370\uc774\ud130 \ub3d9\uae30\ud654:<\/b><span style=\"font-weight: 400\"> \uc6f9\uc744 \ud1b5\ud55c \ub370\uc774\ud130 \ub3d9\uae30\ud654 \ubc0f \uc7a5\uce58 \uac04 \ud53c\uc5b4 \ud22c \ud53c\uc5b4 \ub3d9\uae30\ud654\ub97c \uc704\ud55c \uc548\uc804\ud55c \uac8c\uc774\ud2b8\uc6e8\uc774\uc785\ub2c8\ub2e4. \ub2e4\uc74c\uc744 \ud1b5\ud574 \uc644\uc804 \ud638\uc2a4\ud305 \ubc0f \uad00\ub9ac\ud615 \ub3d9\uae30\ud654\ub85c \uc81c\uacf5<\/span> <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/capella\/app-services\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\uce74\ud3a0\ub77c \uc571 \uc11c\ube44\uc2a4<\/span><\/a><span style=\"font-weight: 400\">, <\/span><span style=\"font-weight: 400\">\ub610\ub294 \uc124\uce58 \ubc0f \uad00\ub9ac<\/span> <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/sync-gateway\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ub3d9\uae30\ud654 \uac8c\uc774\ud2b8\uc6e8\uc774<\/span><\/a> <span style=\"font-weight: 400\">\uc2a4\uc2a4\ub85c.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\uc800\ud76c\uc758 <\/span><a href=\"https:\/\/docs.couchbase.com\/home\/mobile.html\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\ubb38\uc11c<\/span><\/a><span style=\"font-weight: 400\"> \uc5d0\uc11c \uc790\uc138\ud55c \ub0b4\uc6a9\uc744 \ud655\uc778\ud558\uc138\uc694.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\ubca1\ud130 \uac80\uc0c9 \uc0ac\uc6a9 \uc0ac\ub840 \ubc0f \uc774\uc810<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ub2e4\uc74c\uacfc \uac19\uc740 \uc774\uc810\uc774 \uc788\uc9c0\ub9cc <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/vector-databases\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\ubca1\ud130 \uac80\uc0c9<\/span><\/a><span style=\"font-weight: 400\"> \uac00 \uaf64 \uc798 \uc774\ud574\ub418\uace0 \uc788\ub294\ub370 \uc65c \uc5e3\uc9c0\uc5d0\uc11c \ubca1\ud130 \uac80\uc0c9\uc744 \uc6d0\ud560\uae4c\uc694?\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\uc624\ud504\ub77c\uc778 \uc6b0\uc120 \ubaa8\ub4dc\uc5d0\uc11c\uc758 \uc2dc\ub9e8\ud2f1 \uac80\uc0c9<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\uc774\uc81c \ub2e8\uc21c\ud55c \ud14d\uc2a4\ud2b8 \uae30\ubc18 \uac80\uc0c9\ub9cc\uc73c\ub85c\ub294 \ubd80\uc871\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ub85c\uceec \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc2dc\ub9e8\ud2f1 \uac80\uc0c9\uc744 \uc9c0\uc6d0\ud558\uc5ec \uae30\uae30\uac00 \uc624\ud504\ub77c\uc778 \ubaa8\ub4dc\uc77c \ub54c\uc5d0\ub3c4 \uc0c1\ud669\uc5d0 \ub9de\ub294 \ub370\uc774\ud130\ub97c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \uac80\uc0c9 \uacb0\uacfc\ub97c \ud56d\uc0c1 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<h4>\uc608<\/h4>\n<p><span style=\"font-weight: 400\">\ub300\ud45c\uc801\uc778 \ud604\uc7a5 \uc801\uc6a9 \uc0ac\ub840 \uc218\ub9ac \ud604\uc7a5\uacfc \uc7ac\ub09c \uc9c0\uc5ed\uc5d0\uc11c \uadfc\ubb34\ud558\ub294 \uc720\ud2f8\ub9ac\ud2f0 \uc791\uc5c5\uc790\ub294 \uc778\ud130\ub137 \uc5f0\uacb0\uc774 \uc6d0\ud65c\ud558\uc9c0 \uc54a\uac70\ub098 \uc804\ud600 \uc5c6\ub294 \uc9c0\uc5ed\uc5d0\uc11c \uc791\uc5c5\ud569\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ub2e8\uc5b4, <em>\ub77c\uc778, \ucf00\uc774\ube14, \uc640\uc774\uc5b4 <\/em>\ub294 \uc720\ud2f8\ub9ac\ud2f0 \ud68c\uc0ac\uc758 \ub300\uba85\uc0ac\uc785\ub2c8\ub2e4. \ud604\uc7a5\uc758 \uc720\ud2f8\ub9ac\ud2f0 \uc9c1\uc6d0\uc774 \ud574\ub2f9 \ubb38\uad6c\ub97c \uac80\uc0c9\ud560 \ub54c,\u00a0 <em>\ub77c\uc778<\/em>\uac00 \ud3ec\ud568\ub41c \ubb38\uc11c <em>\ucf00\uc774\ube14<\/em>, <em>wire<\/em>\u00a0\ub3c4 \ubc18\ud658\ud574\uc57c \ud569\ub2c8\ub2e4.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc804\uccb4 \ud14d\uc2a4\ud2b8 \uac80\uc0c9(FTS)\uc744 \uc0ac\uc6a9\ud558\uba74 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ub3d9\uc758\uc5b4 \ubaa9\ub85d\uc744 \uc720\uc9c0\ud574\uc57c \ud558\ub294\ub370, \uc774\ub294 \uc0dd\uc131, \uad00\ub9ac \ubc0f \uc720\uc9c0 \uad00\ub9ac\uac00 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.\u00a0\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uad00\ub828\uc131 \ub610\ud55c \uc911\uc694\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \ub2e4\uc74c\uc5d0 \ub300\ud55c \ucffc\ub9ac <em>\ub2e4\uc6b4\ub41c \uc804\ub825\uc120\uc5d0 \ub300\ud55c \uc548\uc804 \uc808\ucc28 -<\/em>\u00a0\ub294 \uc815\uc804\ub41c \uc804\ub825\uc120, \uc804\uae30 \ucf00\uc774\ube14, \uace0\uc555\uc120 \ub4f1\uacfc \uad00\ub828\ub41c \ub9e4\ub274\uc5bc\uc5d0 \uc911\uc810\uc744 \ub450\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2024\/03\/couchbase-mobile-vectorsearch-offline-first.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-large wp-image-15533\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2024\/03\/couchbase-mobile-vectorsearch-offline-first-1024x859.png\" alt=\"\" width=\"900\" height=\"755\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-vectorsearch-offline-first-1024x859.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-vectorsearch-offline-first-300x252.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-vectorsearch-offline-first-768x644.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-vectorsearch-offline-first.png 1065w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h3><span style=\"font-weight: 400\">\ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \uc6b0\ub824 \uc644\ud654<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uac80\uc0c9 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc8fc\uc694 \uc0ac\uc6a9 \uc0ac\ub840 \uc911 \ud558\ub098\ub294 \ubb38\ub9e5\uacfc \uad00\ub828\ub41c \ub370\uc774\ud130\ub97c \uac00\uc838\uc624\ub294 \uae30\ub2a5\uc785\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \uac80\uc0c9 \uacb0\uacfc\ub294 \ucffc\ub9ac \uc751\ub2f5\uc744 \uc0ac\uc6a9\uc790 \uc9c0\uc815\ud558\uae30 \uc704\ud574 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\ub85c \uc804\uc1a1\ub418\ub294 \ucffc\ub9ac\uc5d0 \ucee8\ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub85c \ud3ec\ud568\ub418\uba70, \uc774\ub294 \ub2e4\uc74c\uc744 \uc704\ud55c \ucd08\uc11d\uc785\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/an-overview-of-retrieval-augmented-generation\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\uac80\uc0c9 \uc99d\uac15 \uc138\ub300(RAG<\/span><\/a><span style=\"font-weight: 400\">). \uc0ac\uc801\uc774\uac70\ub098 \ubbfc\uac10\ud55c \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uac80\uc0c9\uc744 \uc2e4\ud589\ud558\uba74 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub85c\uceec \ub514\ubc14\uc774\uc2a4\uc5d0\uc11c \uac80\uc0c9\uc744 \uc218\ud589\ud560 \uacbd\uc6b0, \uc778\uc99d\ub418\uace0 \ub514\ubc14\uc774\uc2a4\uc758 \ube44\uacf5\uac1c \ub370\uc774\ud130\uc5d0 \uc561\uc138\uc2a4\ud560 \uad8c\ud55c\uc774 \uc788\ub294 \uc0ac\uc6a9\uc790\ub85c\ub9cc \uac80\uc0c9\uc744 \uc81c\ud55c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubca1\ud130 \uac80\uc0c9 \uacb0\uacfc\uc758 \ubaa8\ub4e0 \uac1c\uc778 \uc2dd\ubcc4 \uc815\ubcf4(PII)\ub294 \uc0ad\uc81c\ub41c \ub2e4\uc74c RAG \ucffc\ub9ac \ub0b4\uc5d0\uc11c LLM\uc73c\ub85c \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\ub610\ud55c \ubcd1\uc6d0, \uc18c\ub9e4\uc810 \ub4f1 \uc5e3\uc9c0 \uc704\uce58\uc5d0 \ub9de\ucda4\ud615 LLM\uc744 \ubc30\ud3ec\ud558\ub294 \uacbd\uc6b0 \uc778\ud130\ub137\uc744 \ud1b5\ud574 \uc0c1\ud669\uc5d0 \ub9de\ub294 \uac80\uc0c9 \uacb0\uacfc\ub97c \uc6d0\uaca9 \ud074\ub77c\uc6b0\ub4dc \uc11c\ube44\uc2a4\ub85c \uc804\uc1a1\ud558\ub294 \uac83\uc5d0 \ub300\ud55c \uc6b0\ub824\ub97c \ub354\uc6b1 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h4>\uc608<\/h4>\n<p><span style=\"font-weight: 400\">\ub2e4\uc74c \uac74\uac15 \uad00\ub9ac \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc608\ub97c \uc0dd\uac01\ud574 \ubcf4\uc138\uc694:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ubcd1\uc6d0 \uc758\uc0ac\uac00 \uc218\uc220 \ud6c4 \ud68c\ubcf5 \uc911\uc778 \ud658\uc790\ub97c \uc704\ud55c \uce58\ub8cc \uc635\uc158\uc744 \ucc3e\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ubcd1\ub825 \ubc0f \uc120\ud638\ub3c4\uc5d0\uc11c \uad00\ub828 \ud658\uc790 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uac80\uc0c9\ud569\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4\ub294 \uc778\uc99d \ubc0f \uad8c\ud55c\uc774 \ubd80\uc5ec\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud658\uc790 \ucee8\ud14d\uc2a4\ud2b8\ub294 \ucffc\ub9ac\uc640 \ud568\uaed8 \ubcd1\uc6d0\uc5d0\uc11c \ud638\uc2a4\ud305\ub418\ub294 \uc5d0\uc9c0 LLM \ubaa8\ub378\ub85c \uc804\uc1a1\ub418\uc5b4 \ub9de\ucda4\ud615 \ud68c\ubcf5 \uacc4\ud68d\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2024\/03\/couchbase-mobile-vectorsearch-privacy.updated.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15534\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2024\/03\/couchbase-mobile-vectorsearch-privacy.updated.png\" alt=\"\" width=\"731\" height=\"701\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-vectorsearch-privacy.updated.png 731w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-vectorsearch-privacy.updated-300x288.png 300w\" sizes=\"auto, (max-width: 731px) 100vw, 731px\" \/><\/a><\/p>\n<h3><span style=\"font-weight: 400\">\ucffc\ub9ac\ub2f9 \ube44\uc6a9 \uc808\uac10<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 LLM\uc5d0 \ub300\ud574 100~1000\uac1c\uc758 \uc5f0\uacb0\ub41c \ud074\ub77c\uc774\uc5b8\ud2b8\uac00 \ucffc\ub9ac\ud558\ub294 \uacbd\uc6b0 \ud074\ub77c\uc6b0\ub4dc \ubaa8\ub378\uc5d0 \ub300\ud55c \ubd80\ud558\uc640 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ubaa8\ub378\uc744 \uc2e4\ud589\ud558\ub294 \ub370 \ub4dc\ub294 \uc6b4\uc601 \ube44\uc6a9\uc774 \uc0c1\ub2f9\ud788 \ub192\uc544\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub514\ubc14\uc774\uc2a4\uc5d0\uc11c \ub85c\uceec\ub85c \ucffc\ub9ac\ub97c \uc2e4\ud589\ud558\uba74 \ub370\uc774\ud130 \uc804\uc1a1 \ube44\uc6a9\uacfc \ud074\ub77c\uc6b0\ub4dc \uc1a1\uc2e0 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \uc6b4\uc601 \ube44\uc6a9\ub3c4 \ubd84\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<h4>\uc608<\/h4>\n<p><span style=\"font-weight: 400\">\ub2e4\uc74c \ub514\uc9c0\ud138 \uace0\uac1d \uc11c\ube44\uc2a4 \ub3c4\uc6b0\ubbf8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc608\ub97c \uc0b4\ud3b4\ubcf4\uc138\uc694:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc18c\ub9e4\uc810\uc740 \uc81c\ud488 \uce74\ud0c8\ub85c\uadf8, \ub9e4\uc7a5\ubcc4 \uac00\uaca9 \ubc0f \ud504\ub85c\ubaa8\uc158 \ub370\uc774\ud130\ub97c \ub9e4\uc7a5\uc758 \uace0\uac1d \uc11c\ube44\uc2a4 \ud0a4\uc624\uc2a4\ud06c(\uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4)\uc640 \ub3d9\uae30\ud654\ud569\ub2c8\ub2e4.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud0a4\uc624\uc2a4\ud06c\uc5d0\uc11c \ud55c \uc0ac\uc6a9\uc790\uac00 \uc785\uace0 \uc788\ub294 \uc7ac\ud0b7\uacfc \uc5b4\uc6b8\ub9ac\ub294 \ubaa8\uc790\ub97c \uce74\uba54\ub77c\ub85c \uac80\uc0c9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub140\ub294 \uc138\uc77c \uc911\uc778 \ubaa8\uc790\uc5d0\ub3c4 \uad00\uc2ec\uc774 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud0a4\uc624\uc2a4\ud06c\uac00 \uac80\uc0c9 \ucffc\ub9ac\ub97c \uc6d0\uaca9 \uc11c\ubc84\ub85c \uc804\uc1a1\ud558\ub294 \ub300\uc2e0 \ud0a4\uc624\uc2a4\ud06c\uc5d0\uc11c \uce74\ud0c8\ub85c\uadf8\uc5d0\uc11c \ub85c\uceec\ub85c \uc720\uc0ac\uc131 \uac80\uc0c9\uc744 \uc218\ud589\ud558\uc5ec \ub2e4\uc74c\uc744 \ucc3e\uc2b5\ub2c8\ub2e4. <em>\uc720\uc0ac \ud56d\ubaa9<\/em> \ud310\ub9e4 \uc911\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ub610\ud55c \ucea1\ucc98\ud55c \uc774\ubbf8\uc9c0\ub294 \ud0a4\uc624\uc2a4\ud06c\uc5d0\uc11c \uc989\uc2dc \ud3d0\uae30\ud560 \uc218 \uc788\uc5b4 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\uc5d0 \ub300\ud55c \uc6b0\ub824\ub97c \ub35c\uc5b4\uc90d\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2024\/03\/couchbase-mobile-vectorsearch-cost-per-query-updated.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15535\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2024\/03\/couchbase-mobile-vectorsearch-cost-per-query-updated.png\" alt=\"\" width=\"800\" height=\"832\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-vectorsearch-cost-per-query-updated.png 800w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-vectorsearch-cost-per-query-updated-288x300.png 288w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-vectorsearch-cost-per-query-updated-768x799.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-vectorsearch-cost-per-query-updated-300x312.png 300w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/a><\/p>\n<h3><span style=\"font-weight: 400\">\uc9e7\uc740 \uc9c0\uc5f0 \uc2dc\uac04 \uac80\uc0c9<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\ub85c\uceec \uc784\ubca0\ub514\ub4dc \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub85c\uceec \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud574 \ub85c\uceec\ub85c \uc2e4\ud589\ub418\ub294 \uac80\uc0c9\uc740 \ub124\ud2b8\uc6cc\ud06c \ubcc0\ub3d9\uc131\uc744 \uc81c\uac70\ud558\uba70 \uc77c\uad00\ub418\uac8c \ube60\ub985\ub2c8\ub2e4. \ubaa8\ub378\uc774 \ub85c\uceec \ub514\ubc14\uc774\uc2a4\uc5d0 \ub0b4\uc7a5\ub418\uc5b4 \uc788\uc9c0 \uc54a\uace0 \uc5e3\uc9c0 \uc704\uce58\uc5d0 \ubc30\ud3ec\ub41c \uacbd\uc6b0\uc5d0\ub3c4 \uc778\ud130\ub137\uc744 \ud1b5\ud55c \uac80\uc0c9\uc5d0 \ube44\ud574 \ucffc\ub9ac\uc640 \uad00\ub828\ub41c \uc655\ubcf5 \uc2dc\uac04(RTT)\uc744 \ud06c\uac8c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2024\/03\/couchbase-mobile-vectorsearch-fast-lookup.drawio.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15536\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2024\/03\/couchbase-mobile-vectorsearch-fast-lookup.drawio.png\" alt=\"\" width=\"563\" height=\"443\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-vectorsearch-fast-lookup.drawio.png 563w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/03\/couchbase-mobile-vectorsearch-fast-lookup.drawio-300x236.png 300w\" sizes=\"auto, (max-width: 563px) 100vw, 563px\" \/><\/a><\/p>\n<h4>\uc608<\/h4>\n<p><span style=\"font-weight: 400\">\uc18c\ub9e4\uc810 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc218\uc815\ud558\uae30:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uace0\uac1d \uc11c\ube44\uc2a4 \ud0a4\uc624\uc2a4\ud06c\uc5d0 \ub3d9\uae30\ud654\ub418\ub294 \uc81c\ud488 \uce74\ud0c8\ub85c\uadf8, \ub9e4\uc7a5\ubcc4 \uac00\uaca9 \ubc0f \ud504\ub85c\ubaa8\uc158 \ubb38\uc11c\uc5d0\ub294 \ubca1\ud130 \uc784\ubca0\ub529\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ubca1\ud130 \uc784\ubca0\ub529\uc740 \ud074\ub77c\uc6b0\ub4dc\uc758 LLM \uc784\ubca0\ub529 \ubaa8\ub378\uc5d0 \uc758\ud574 \uc0dd\uc131\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ub3d9\uae30\ud654\ub41c \ubb38\uc11c\ub294 \ud0a4\uc624\uc2a4\ud06c\uc5d0\uc11c \ub85c\uceec\ub85c \uc0c9\uc778\ud654\ub429\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ub9e4\uc7a5 \ud0a4\uc624\uc2a4\ud06c\uc5d0\uc11c \ud2b9\uc815 \ud488\ubaa9\uc744 \ucc3e\ub294 \uace0\uac1d\uc774 \ub2e4\uc74c\uc744 \uc815\uae30\uc801\uc73c\ub85c \uac80\uc0c9\ud569\ub2c8\ub2e4. <em>\uc544\ub514\ub2e4\uc2a4 \uc5ec\uc131\uc6a9 \ud14c\ub2c8\uc2a4\ud654 \uc0ac\uc774\uc988 9<\/em> \ub97c \uc2e4\ud589\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. <em>\uad00\ub828 \ud56d\ubaa9 \ucc3e\uae30<\/em> \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud558\uba74 \uc77c\ubc18 \uac80\uc0c9\uc744 \ud1b5\ud574 \uac80\uc0c9\ub41c \uc81c\ud488\uacfc \ub098\uba38\uc9c0 \uc81c\ud488 \ubb38\uc11c\ub97c \ube44\uad50\ud558\uc5ec \uc720\uc0ac \uac80\uc0c9\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac80\uc0c9\uc740 \ub85c\uceec\uc5d0\uc11c \uc774\ub8e8\uc5b4\uc9c0\uba70 \uc18d\ub3c4\uac00 \ube60\ub985\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc774 \uacbd\uc6b0 \ubca1\ud130 \uc784\ubca0\ub529\uc740 \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \uc0dd\uc131\ub418\uc9c0\ub9cc \uc720\uc0ac\uc131 \uac80\uc0c9\uc740 \ub85c\uceec\uc5d0\uc11c \uc218\ud589\ub429\ub2c8\ub2e4. \uc2e4\uc81c\ub85c \uc774 \ud2b9\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c\ub294 \ud0a4\uc624\uc2a4\ud06c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc784\ubca0\ub529 \ubaa8\ub378\uc870\ucc28 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\uc131 \uac80\uc0c9\uc744 \uc704\ud55c \ud1b5\ud569 \ud074\ub77c\uc6b0\ub4dc-\uc5e3\uc9c0 \uc9c0\uc6d0<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\ud074\ub77c\uc6b0\ub4dc\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \ucffc\ub9ac\uac00 \uc788\ub294 \ubc18\uba74, \uc55e\uc11c \uc124\uba85\ud55c \uc774\uc720\ub85c \uc778\ud574 \uc5e3\uc9c0\uc5d0 \ub354 \uc801\ud569\ud55c \ucffc\ub9ac\uac00 \uc788\ub294 \uacbd\uc6b0\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc\ub098 \uc5e3\uc9c0 \ub610\ub294 \ub458 \ub2e4\uc5d0\uc11c \ucffc\ub9ac\ub97c \uc2e4\ud589\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\uc131\uc744 \uac16\ucd94\uba74 \uac1c\ubc1c\uc790\ub294 \ub450 \ud658\uacbd\uc758 \uc7a5\uc810\uc744 \ubaa8\ub450 \ud65c\uc6a9\ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-16249 size-full\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/09\/newimage_priya_blog.png\" alt=\"\" width=\"692\" height=\"878\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/09\/newimage_priya_blog.png 692w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/09\/newimage_priya_blog-236x300.png 236w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/09\/newimage_priya_blog-300x381.png 300w\" sizes=\"auto, (max-width: 692px) 100vw, 692px\" \/><\/p>\n<p><b>\uc608<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\uc9c0\ub09c 6\uac1c\uc6d4 \ub3d9\uc548\uc758 \uc0ac\uc6a9\uc790\ubcc4 \uac70\ub798 \ub0b4\uc5ed\uc774 \ub3d9\uae30\ud654\ub418\uc5b4 \uae30\uae30\uc5d0 \ub85c\uceec\ub85c \uc800\uc7a5\ub418\ub294 \ubaa8\ubc14\uc77c \ubc45\ud0b9 \uc571\uc744 \uc608\ub85c \ub4e4\uc5b4 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ud55c \uc0ac\uc6a9\uc790\uac00 \uba87 \ub2ec \uc804\uc5d0 \uad6c\ub9e4\ud55c \uac70\ub798\uc640 \uad00\ub828\ub41c \uac70\ub798\ub97c \ucc3e\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac80\uc0c9\uc740 \ub85c\uceec\uc5d0\uc11c \uc774\ub8e8\uc5b4\uc9c0\ubbc0\ub85c \ube60\ub974\uace0 \uc624\ud504\ub77c\uc778\uc5d0\uc11c\ub3c4 \uc0ac\uc6a9 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ubaa8\ub4e0 \uc0ac\uc6a9\uc790\uc640 \uad00\ub828\ub41c \uac70\ub798\ub294 \uc0ac\uae30 \ud0d0\uc9c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc2dc\ub9e8\ud2f1 \uac80\uc0c9\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uae30 \ud65c\ub3d9 \ud328\ud134\uc744 \ud0d0\uc9c0\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \uc11c\ubc84\uc5d0 \uc800\uc7a5\ub429\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400\">\ucf54\ub4dc\ub97c \ubcf4\uc5ec\uc8fc\uc138\uc694!<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\uc774\uc81c \uc5e3\uc9c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub0b4\uc5d0\uc11c \ubca1\ud130 \uac80\uc0c9\uc758 \uc774\uc810\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc168\uc73c\ub2c8, \uc774\uc81c \uc774\ub97c \uad6c\ud604\ud558\ub294 \ub370 \ubb34\uc5c7\uc774 \ud544\uc694\ud55c\uc9c0 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc544\uc8fc \uac04\ub2e8\ud558\uba70 \uba87 \uc904\uc758 \ucf54\ub4dc\ub9cc \uc788\uc73c\uba74 \uc5e3\uc9c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub0b4\uc5d0\uc11c \uc2dc\ub9e8\ud2f1 \uac80\uc0c9\uc758 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798 \uc608\uc81c\ub294 \uc2a4\uc704\ud504\ud2b8 \uc5b8\uc5b4\ub85c \ub418\uc5b4 \uc788\uc9c0\ub9cc, \uc6d0\ud558\ub294 \uc5b8\uc5b4\ub85c \ub41c \ucf54\ub4dc \uc2a4\ub2c8\ud3ab\uc740 \uc544\ub798 \ub9ac\uc18c\uc2a4 \uc139\uc158\uc5d0\uc11c \ud655\uc778\ud558\uc138\uc694.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\ubca1\ud130 \uc778\ub371\uc2a4 \ub9cc\ub4e4\uae30\u00a0<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\uc774 \uc608\uc5d0\uc11c\ub294 \uae30\ubcf8\uac12\uc73c\ub85c \ubca1\ud130 \uc778\ub371\uc2a4\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ub2e4\ub978 \uac70\ub9ac \uba54\ud2b8\ub9ad, \uc778\ub371\uc2a4 \uc778\ucf54\ub529 \uc720\ud615 \ubc0f \uc911\uc2ec \ud2b8\ub808\uc774\ub2dd \ub9e4\uac1c\ubcc0\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubca1\ud130 \uc778\ub371\uc2a4 \uad6c\uc131\uc744 \ucd94\uac00\ub85c \uc0ac\uc6a9\uc790 \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<pre class=\"nums:false lang:default decode:true\">\/\/ \ubca1\ud130 \uc778\ub371\uc2a4 \uad6c\uc131\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \"description\" \ubb38\uc11c \uc18d\uc131\uc774 \uc778\ub371\uc2f1\ub429\ub2c8\ub2e4(\ubaa8\ub4e0 SQL++ \ud45c\ud604\uc2dd\uc774 \ub420 \uc218 \uc788\uc74c).\r\nvar config = VectorIndexConfiguration(\ud45c\ud604\uc2dd: \"\uc124\uba85\", \ucc28\uc6d0: 158, \uc911\uc2ec: 20)\r\n\r\n\r\n\/\/ \uc9c0\uc815\ub41c \uad6c\uc131\uc73c\ub85c \ubca1\ud130 \uc778\ub371\uc2a4 \uc0dd\uc131\r\ntry collection.createIndex(withName: \"myIndex\", config: config)<\/pre>\n<h3><span style=\"font-weight: 400\">\uc720\uc0ac\ub3c4 \uac80\uc0c9 \uc218\ud589<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\uc774 \uc608\uc81c\uc5d0\uc11c\ub294 SQL++ \ucffc\ub9ac\ub97c \uc2e4\ud589\ud558\uc5ec \ub300\uc0c1 \uc784\ubca0\ub529\uc758 \uc124\uba85\uacfc \uc77c\uce58\ud558\ub294 \uc0c1\uc704 10\uac1c \uc720\uc0ac \ubb38\uc11c\ub97c \uac80\uc0c9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <em>searchPhrase:<\/em><\/span><\/p>\n<pre class=\"nums:false lang:default decode:true\">\/\/ \uc784\ubca0\ub529 \ubaa8\ub378\uc5d0\uc11c searchPhrase\uc5d0 \ub300\ud55c \ubca1\ud130 \uc784\ubca0\ub529\uc744 \uac80\uc0c9\ud569\ub2c8\ub2e4.\r\nguard let searchEmbedding = modelRef.getEmbedding(for: searchPhrase) else { throws Errors.notFound }\r\n\r\n\/\/ \uac80\uc0c9 \uad6c\ubb38\uacfc \uc720\uc0ac\ud55c \ucf58\ud150\uce20\ub97c \uac00\uc9c4 \uc0c1\uc704 10\uac1c \ubb38\uc11c\ub97c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \ubc18\ud658\ud558\ub294 SQL++ \ucffc\ub9ac\ub97c \uc791\uc131\ud569\ub2c8\ub2e4.\r\nlet sql = \"SELECT meta().id, description\r\nFROM _\r\nORDER BY APPROX_VECTOR_DISTANCE(vector, $searchParam) LIMIT 10\"\r\n\r\n\/\/ \ucffc\ub9ac \uc0dd\uc131\r\nlet query = try db.createQuery(sql)\r\n\r\n\/\/ \uac80\uc0c9 \ud30c\ub77c\ubbf8\ud130\uc640 \uc5f0\uad00\ub41c \uc784\ubca0\ub529 \ubca1\ud130\ub97c \uc124\uc815\ud569\ub2c8\ub2e4.\r\nlet params = Parameters()\r\nparams.setValue(searchEmbedding, forName: \"searchParam\")\r\nquery.parameters = params\r\n\/\/ \ubca1\ud130 \uac80\uc0c9 \ucffc\ub9ac \uc2e4\ud589\r\nquery.execute()\r\n<\/pre>\n<p>&nbsp;<\/p>\n<h2><span style=\"font-weight: 400\">\ub9ac\uc18c\uc2a4<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc720\uc6a9\ud55c \ub9ac\uc18c\uc2a4\uc5d0 \ub300\ud55c \uc9c1\uc811 \ub9c1\ud06c\uc785\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">\ub2e8\uacc4\ubcc4 \uc124\uce58 \uac00\uc774\ub4dc<\/span>\n<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">iOS <\/span><span style=\"font-weight: 400\">(<\/span><a href=\"https:\/\/docs.couchbase.com\/couchbase-lite\/3.2\/swift\/gs-install.html#install-vector-search-extension\"><span style=\"font-weight: 400\">Swift<\/span><\/a><span style=\"font-weight: 400\">, <\/span><a href=\"https:\/\/docs.couchbase.com\/couchbase-lite\/3.2\/objc\/gs-install.html#install-vector-search-extension\"><span style=\"font-weight: 400\">\uc624\ube0c\uc81d\ud2b8-C<\/span><\/a><span style=\"font-weight: 400\">)<\/span><\/li>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/docs.couchbase.com\/couchbase-lite\/current\/android\/gs-install.html#kotlin-step-by-step-install\"><span style=\"font-weight: 400\">Android<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/docs.couchbase.com\/couchbase-lite\/3.2\/java\/gs-install.html#standalone-apps\"><span style=\"font-weight: 400\">Java \ub370\uc2a4\ud06c\ud1b1<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/docs.couchbase.com\/couchbase-lite\/current\/csharp\/gs-install.html#installing-vector-search\"><span style=\"font-weight: 400\">.Net<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/docs.couchbase.com\/couchbase-lite\/current\/c\/gs-install.html\"><span style=\"font-weight: 400\">C<\/span><\/a><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/downloads\/?family=couchbase-lite\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">Couchbase Lite 3.2 \ub2e4\uc6b4\ub85c\ub4dc<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/downloads\/?family=couchbase-lite\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ub77c\uc774\ud2b8 \ubca1\ud130 \ud655\uc7a5 \ub77c\uc774\ube0c\ub7ec\ub9ac \ub2e4\uc6b4\ub85c\ub4dc<\/span><\/a><span style=\"font-weight: 400\">\u00a0<\/span>\n<ul>\n<li><span style=\"font-weight: 400\">\ubca1\ud130 \uac80\uc0c9\uc744 \uc9c0\uc6d0\ud558\ub824\uba74 \uae30\ubcf8 Couchbase Lite SDK \uc678\uc5d0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc5f0\uacb0\ud574\uc57c \ud558\ub294 \ubcc4\ub3c4\uc758 \ud655\uc7a5 \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/youtu.be\/yGiTZXI2hLk?feature=shared\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ub77c\uc774\ud2b8 \ubca1\ud130 \uac80\uc0c9 \uc124\uba85 \ub3d9\uc601\uc0c1<\/span><\/a><\/li>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/github.com\/couchbaselabs\/couchbase-lite-vector-search-samples\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">\uc0d8\ud50c \uc571<\/span><\/a> \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \ub77c\uc774\ud2b8 \ubca1\ud130 \uac80\uc0c9\uc6a9<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uac80\uc0c9\uc744 \uc9c0\uc6d0\ud558\ub294 \ub808\ud37c\ub7f0\uc2a4 \uc544\ud0a4\ud14d\ucc98\uc5d0 \ub300\ud55c \ub2e4\uc74c \ube14\ub85c\uadf8 \ud3ec\uc2a4\ud305\uc744 \uae30\ub300\ud574 \uc8fc\uc138\uc694.<\/span><\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>We\u2019re pleased to announce the release of Couchbase Lite 3.2 with support for vector search. This launch follows the coattails of vector search support on Capella and Couchbase Server 7.6.\u00a0 Now, with vector search support in Couchbase Lite, we enable [&hellip;]<\/p>","protected":false},"author":1423,"featured_media":15532,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[2370,10122,7667,1810,7666,9973,2366,9937],"tags":[10062,9924],"ppma_author":[8948],"class_list":["post-15531","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-android","category-artificial-intelligence-ai","category-couchbase-lite","category-couchbase-mobile","category-edge-computing","category-generative-ai-genai","category-sync-gateway","category-vector-search","tag-2024-themes","tag-rag-retrieval-augmented-generation"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.8 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Vector Search Use Cases &amp; Edge Capabilities in Couchbase<\/title>\n<meta name=\"description\" content=\"Couchbase Lite isthe first database platform with cloud-to-edge support for vector search powering AI apps in the cloud and at the edge. 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