{"id":16882,"date":"2025-02-19T08:00:59","date_gmt":"2025-02-19T16:00:59","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=16882"},"modified":"2025-06-13T16:36:19","modified_gmt":"2025-06-13T23:36:19","slug":"capella-vectorization-ai-embeddings-service","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/capella-vectorization-ai-embeddings-service\/","title":{"rendered":"AI \uc9c0\uc6d0 \ub370\uc774\ud130: Capella\uc758 \ubca1\ud130\ud654 \uc11c\ube44\uc2a4\ub85c \uc784\ubca0\ub529 \uc790\ub3d9\ud654\ud558\uae30"},"content":{"rendered":"<p>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uce74\ud3a0\ub77c\uac00 AI \uc11c\ube44\uc2a4\ub97c \uc704\ud55c \ud504\ub77c\uc774\ube57 \ud504\ub9ac\ubdf0\ub97c \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4! \ud655\uc778\ud574\ubcf4\uc138\uc694 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/ai-services-expedite-agent-development\/\">\uc774 \ube14\ub85c\uadf8<\/a> \uc5d0\uc11c \uc774\ub7ec\ud55c \uc11c\ube44\uc2a4\uac00 \uc5b4\ub5bb\uac8c \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c\uc758 \ud655\uc7a5 \uac00\ub2a5\ud55c AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc AI \uc5d0\uc774\uc804\ud2b8\ub97c \uad6c\ucd95\ud558\ub294 \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294\uc9c0\uc5d0 \ub300\ud55c \uac1c\uc694\ub97c \ud655\uc778\ud558\uc138\uc694.<\/p>\n<p>\uc774\uc804 \ube14\ub85c\uadf8\uc5d0\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uc124\uc815\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud588\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/capella-model-service-ai\/\">\ubaa8\ub378 \uc11c\ube44\uc2a4<\/a>\uc5d0 \uc774\uc5b4 \uc774\ubc88 \ud3ec\uc2a4\ud305\uc5d0\uc11c\ub294 \ub2e4\uc74c \uc911\uc694\ud55c \ub2e8\uacc4\ub97c \uc0b4\ud3b4\ubd04\uc73c\ub85c\uc368 \ud29c\ud1a0\ub9ac\uc5bc \uc2dc\ub9ac\uc988\ub97c \uc774\uc5b4\uac11\ub2c8\ub2e4. \uc774 \ube14\ub85c\uadf8\uc5d0\uc11c\ub294 \uad6c\uc870\ud654\ub41c \ubca1\ud130\ud654 \uc11c\ube44\uc2a4\ub97c \uc0ac\uc6a9\ud574 JSON \ubb38\uc11c\ub97c \uc790\ub3d9\uc73c\ub85c \uc784\ubca0\ub4dc\ud558\uc5ec Couchbase \ubca1\ud130 \uac80\uc0c9\uc5d0\uc11c \uc989\uc2dc \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \uc6d0\ud65c\ud55c \uc2dc\ub9e8\ud2f1 \uac80\uc0c9\uacfc \uc2a4\ub9c8\ud2b8 \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud1b5\ud574 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub354 \uc27d\uac8c \uad6c\ucd95\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uc778\ud504\ub77c \ub0b4\uc5d0\uc11c \ub192\uc740 \uc131\ub2a5\uacfc \ub370\uc774\ud130 \ubcf4\uc548\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>Capella\uc758 \ubca1\ud130\ud654 \uc11c\ube44\uc2a4\ub294 \ub370\uc774\ud130\ub97c \ub300\uaddc\ubaa8\ub85c \ubca1\ud130 \uc784\ubca0\ub529\uc73c\ub85c \uc548\uc804\ud558\uac8c \ubcc0\ud658\ud569\ub2c8\ub2e4. \uc774 \uc11c\ube44\uc2a4\ub294 \uc2e4\uc2dc\uac04 \ucc98\ub9ac\uc640 \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ubcc0\ud658\uc744 \uc704\ud574 Couchbase Eventing\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc778\ud504\ub77c\uc5d0 \uac00\uae4c\uc6b4 \uacf3\uc5d0\uc11c \ube60\ub974\uace0 \uc548\uc804\ud558\uac8c \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ubca1\ud130 \uc784\ubca0\ub529\uc774\ub780 \ubb34\uc5c7\uc774\uba70 \uc65c \uc911\uc694\ud55c\uac00\uc694?<\/h2>\n<p>\ubca1\ud130 \uc784\ubca0\ub529\uc740 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0 \ub610\ub294 \uae30\ud0c0 \ub370\uc774\ud130 \uc720\ud615\uc758 \ubbf8\ubb18\ud55c \uc758\ubbf8\uc801 \uc758\ubbf8\ub97c \uba38\uc2e0 \ub7ec\ub2dd\uc5d0 \uc801\ud569\ud55c \ud615\uc2dd\uc73c\ub85c \ucea1\ucc98\ud55c \uc218\uce58 \ud45c\ud604\uc785\ub2c8\ub2e4. \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG) \uc571\uc744 \uad6c\ucd95\ud560 \ub54c \uc784\ubca0\ub529\uc740 \uc720\uc0ac\uc131\uc744 \uae30\ubc18\uc73c\ub85c \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uac80\uc0c9\ud558\uace0 \uc21c\uc704\ub97c \ub9e4\uae30\ub294 \uc911\ucd94 \uc5ed\ud560\uc744 \ud558\uba70, \uc774\ub294 \uad00\ub828 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc81c\uacf5\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc2dc\ub9e8\ud2f1 \uac80\uc0c9 \uc5d4\uc9c4, \ucd94\ucc9c \uc2dc\uc2a4\ud15c, \ucc57\ubd07\uacfc \uac19\uc740 \ub300\ud654\ud615 \uc5d0\uc774\uc804\ud2b8, \uc774\ubbf8\uc9c0 \uc778\uc2dd \uc571\uacfc \uac19\uc740 AI \uc0ac\uc6a9 \uc0ac\ub840\ub294 \uc784\ubca0\ub529\uc744 \ud1b5\ud574 \uc6d0\uc2dc \ub370\uc774\ud130\ub97c \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub85c \ubcc0\ud658\ud558\uc5ec \uad81\uadf9\uc801\uc73c\ub85c \uc131\ub2a5\uacfc \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uce74\ud3a0\ub77c \ubca1\ud130\ud654 \uc11c\ube44\uc2a4\ub294 \ub204\uac00 \uc0ac\uc6a9\ud574\uc57c \ud558\ub098\uc694?<\/h2>\n<p>Capella\uc5d0 JSON \ubb38\uc11c\ub97c \uc800\uc7a5\ud558\uace0 AI \uac1c\ubc1c\uc744 \uac00\uc18d\ud654\ud558\ub824\ub294 \uacbd\uc6b0, Capella\uc758 \ubca1\ud130\ud654 \uc11c\ube44\uc2a4\uac00 \uc644\ubcbd\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uc774 \uc11c\ube44\uc2a4\ub294 \ub370\uc774\ud130\ub97c \ubca1\ud130 \ud45c\ud604\uc73c\ub85c \uc6d0\ud65c\ud558\uac8c \ubcc0\ud658\ud558\uc5ec \ub9de\ucda4\ud615 \uc784\ubca0\ub529 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \ud544\uc694\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG) \uc571 \uad6c\ucd95, \uc2dc\ub9e8\ud2f1 \uac80\uc0c9 \uc124\uc815, AI \uae30\ubc18 \uae30\ub2a5 \ucd94\uac00 \ub4f1 \uc5b4\ub5a4 \uc791\uc5c5\uc744 \ud558\ub4e0 \uc774 \uc11c\ube44\uc2a4\ub97c \uc0ac\uc6a9\ud558\uba74 \ube60\ub974\uace0 \uc27d\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\ubcf8 \uc81c\uacf5\ub418\ub294 \ud6a8\uc728\uc131\uacfc \ud655\uc7a5\uc131\uc73c\ub85c \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \ucc98\ub9ac\ud558\ubbc0\ub85c, \ub370\uc774\ud130\ub97c \uc989\uc2dc AI \uc778\uc0ac\uc774\ud2b8\ub85c \ubcc0\ud658\ud558\ub294 \ub3d9\uc548 \ud601\uc2e0\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc2dc\uc791\ud558\uae30: \ubca1\ud130\ud654 \uc6cc\ud06c\ud50c\ub85c \ubc30\ud3ec\ud558\uae30<\/h2>\n<p>\uce74\ud3a0\ub77c\uc5d0\uc11c \ubca1\ud130\ud654 \uc6cc\ud06c\ud50c\ub85c\ub97c \ubc30\ud3ec\ud558\ub294 \uac04\ub2e8\ud55c \ud29c\ud1a0\ub9ac\uc5bc\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<p><strong>\ud559\uc2b5 \ub0b4\uc6a9<\/strong><\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\uce74\ud3a0\ub77c\uc5d0\uc11c \ubca1\ud130\ud654 \uc6cc\ud06c\ud50c\ub85c \ub9cc\ub4e4\uae30<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">RAG \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc73c\ub85c \uc784\ubca0\ub529 \ud65c\uc6a9\ud558\uae30<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<h3>\uc804\uc81c \uc870\uac74<\/h3>\n<p>\uc2dc\uc791\ud558\uae30 \uc804\uc5d0 \ub2e4\uc74c \uc0ac\ud56d\uc744 \ud655\uc778\ud558\uc138\uc694:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 300;\" aria-level=\"1\">\ube44\uacf5\uac1c \ubbf8\ub9ac \ubcf4\uae30\uc5d0 \uac00\uc785\ud558\uace0 \uc870\uc9c1\uc744 \uc704\ud55c AI \uc11c\ube44\uc2a4\ub97c \uc0ac\uc6a9 \uc124\uc815\ud588\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/info.couchbase.com\/capella-ai-services-signup?_gl=1*s7h2vl*_gcl_au*MTc2ODAwNzM2NC4xNzM4MjkyNjY3\">\uc5ec\uae30\uc5d0\uc11c \uac00\uc785\ud558\uc138\uc694!<\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc870\uc9c1 \uc18c\uc720\uc790 \uc5ed\ud560 <\/b>\ubca1\ud130\ud654 \uc11c\ube44\uc2a4\ub97c \uad00\ub9ac\ud560 \uc218 \uc788\ub294 \uad8c\ud55c<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uac80\uc0c9 \ubc0f \uc774\ubca4\ud2b8 \uc11c\ube44\uc2a4\uac00 \ud3ec\ud568\ub41c \uba40\ud2f0 AZ \uc6b4\uc601 \ud074\ub7ec\uc2a4\ud130<\/b><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\">JSON \ubb38\uc11c\uac00 \uc218\uc9d1\ub418\uac70\ub098 \uc800\uc7a5\ub418\ub294 \uae30\uc874 \ud0a4 \uacf5\uac04<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>1\ub2e8\uacc4: \ubca1\ud130\ud654 \uc6cc\ud06c\ud50c\ub85c \ubc30\ud3ec\ud558\uae30<\/h3>\n<p>\ub2e4\uc74c\uc73c\ub85c \uc774\ub3d9\ud569\ub2c8\ub2e4. <b>AI \uc11c\ube44\uc2a4<\/b> \ub97c \ud074\ub9ad\ud558\uace0 <b>\ubca1\ud130\ud654 \uc11c\ube44\uc2a4<\/b> \ub97c \ud074\ub9ad\ud558\uc5ec \uacc4\uc18d \uc9c4\ud589\ud569\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image8-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16883\" style=\"border: solid 1px Gainsboro;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image8-1-1024x603.png\" alt=\"Automate AI Vectorization service\" width=\"900\" height=\"530\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image8-1-1024x603.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image8-1-300x177.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image8-1-768x452.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image8-1-1536x904.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image8-1-1320x777.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image8-1.png 1999w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h4>\uc6cc\ud06c\ud50c\ub85c \uc774\ub984\uc744 \uc785\ub825\ud569\ub2c8\ub2e4.<\/h4>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image3-3.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16884\" style=\"border: solid 1px Gainsboro;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image3-3-1024x569.png\" alt=\"Name AI vectorization service \" width=\"900\" height=\"500\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image3-3-1024x569.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image3-3-300x167.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image3-3-768x426.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image3-3-1536x853.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image3-3-1320x733.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image3-3.png 1999w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<h4>\uc6b4\uc601 \ud074\ub7ec\uc2a4\ud130 \uc120\ud0dd<\/h4>\n<p>\uc5ec\uae30\uc5d0\uc11c \uc6d0\uc2dc JSON \ubb38\uc11c\uac00 \uc788\ub294 \ud074\ub7ec\uc2a4\ud130, \ubc84\ud0b7, \ubc94\uc704 \ubc0f \uceec\ub809\uc158\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image1-3.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16885\" style=\"border: solid 1px Gainsboro;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image1-3-1024x463.png\" alt=\"Connect database cluster to automated AI vectorization service\" width=\"900\" height=\"407\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image1-3-1024x463.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image1-3-300x136.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image1-3-768x347.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image1-3-1536x694.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image1-3-1320x596.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image1-3.png 1999w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h4>\uc18c\uc2a4 \ud544\ub4dc \uc120\ud0dd<\/h4>\n<p>\uc18c\uc2a4 \ud544\ub4dc\ub294 \uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 JSON \ubb38\uc11c\uc758 \uc77c\ubd80\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4.<\/p>\n<p>\ucc38\uace0: \ubca1\ud130\ud654 \uc11c\ube44\uc2a4\ub294 \ub2e8\uc77c \ubb38\uc11c\uc5d0\uc11c \uc784\ubca0\ub4dc\ud560 \ud14d\uc2a4\ud2b8\ub97c \ub098\ud0c0\ub0b4\ub294 \uac01 \uac1d\uccb4\uac00 16\uac1c\uc758 \uac1d\uccb4 \uadf8\ub8f9\uc73c\ub85c \ub370\uc774\ud130\ub97c \uc77c\uad04 \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc77c\uad04 \ucc98\ub9ac\uc5d0\uc11c \uacb0\ud569\ub41c \ud14d\uc2a4\ud2b8\uac00 \ubaa8\ub378\uc758 \ucd5c\ub300 \ud5c8\uc6a9 \uc785\ub825 \uae38\uc774\ub97c \ucd08\uacfc\ud558\uba74 \ud574\ub2f9 \ubb38\uc11c\uc758 \uc784\ubca0\ub529 \ud504\ub85c\uc138\uc2a4\uac00 \uc2e4\ud328\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc77c\uad04 \ucc98\ub9ac\ub97c \uc0ac\uc6a9\ud558\uba74 API \ud638\ucd9c \ud69f\uc218\ub97c \uc904\uc77c \uc218 \uc788\uc9c0\ub9cc \uac01 \ubb38\uc11c\uc758 \ud14d\uc2a4\ud2b8\uac00 \ubaa8\ub378\uc758 \ud06c\uae30 \uc81c\ud55c\uc744 \ubc97\uc5b4\ub098\uc9c0 \uc54a\ub3c4\ub85d \ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uadf8\ub807\uc9c0 \uc54a\uc73c\uba74 \ud06c\uae30\uac00 \ud070 \ud14d\uc2a4\ud2b8\uac00 \ud3ec\ud568\ub41c \uc77c\uad04 \ucc98\ub9ac\uac00 \uc131\uacf5\uc801\uc73c\ub85c \ucc98\ub9ac\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uce74\ud3a0\ub77c\uc5d0\ub294 \ub450 \uac00\uc9c0 \uc635\uc158\uc774 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li aria-level=\"1\"><b>\ubaa8\ub4e0 \uc18c\uc2a4 \ud544\ub4dc: <\/b>\uc804\uccb4 JSON \ubb38\uc11c\uc5d0 \ub300\ud55c \uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li><b><\/b><b>\uc0ac\uc6a9\uc790 \uc815\uc758 \uc18c\uc2a4 \ud544\ub4dc: <\/b>\uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud560 \ud2b9\uc815 \ud544\ub4dc\ub97c \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image7.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16886\" style=\"border: solid 1px Gainsboro;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image7-1024x243.png\" alt=\"Choose fields for automated vectorization service\" width=\"900\" height=\"214\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image7-1024x243.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image7-300x71.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image7-768x182.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image7-1536x364.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image7-1320x313.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image7.png 1999w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h4>\uc784\ubca0\ub529 \ubaa8\ub378 \uc120\ud0dd<\/h4>\n<p>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uce74\ud3a0\ub77c\ub294 \uc784\ubca0\ub529 \uc81c\uacf5\uc5c5\uccb4\ub85c OpenAI\ub97c \uc120\ud0dd\ud558\uac70\ub098 \uce74\ud3a0\ub77c\uac00 \ud638\uc2a4\ud305\ud558\ub294 \uc784\ubca0\ub529 \ubaa8\ub378\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc635\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774 \ube14\ub85c\uadf8\ub97c \ud314\ub85c\uc6b0\ud558\uc138\uc694. <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/capella-model-service-ai\/\">\uc544\uce74\ud3a0\ub77c \ud638\uc2a4\ud305 \uc784\ubca0\ub529 \ubaa8\ub378 \ub9cc\ub4e4\uae30<\/a>.<\/p>\n<p>\uc774 \ube14\ub85c\uadf8\uc5d0\uc11c\ub294 \uc784\ubca0\ub529 \uc81c\uacf5\uc5c5\uccb4\ub85c\uc11c OpenAI\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd9c \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>Capella\uc5d0\uc11c API \ud0a4\ub97c \ud1b5\ud569\uc73c\ub85c \ucd94\uac00\ud558\uba74 Capella\ub294 \ud574\ub2f9 API \ud0a4\ub97c AWS Safely \ub9e4\ub2c8\uc800\uc5d0 \uc548\uc804\ud558\uac8c \uc800\uc7a5\ud558\uc5ec \ub098\uc911\uc5d0 \ub2e4\uc2dc API \ud0a4\ub97c \ucd94\uac00\ud558\ub294 \ubc88\uac70\ub85c\uc6c0 \uc5c6\uc774 \ub2e4\ub978 \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc7ac\uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><br style=\"font-weight: 400;\" \/><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image2-3.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16887\" style=\"border: solid 1px Gainsboro;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image2-3-1024x599.png\" alt=\"Choose an embedding model for automated vectorization service\" width=\"900\" height=\"526\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image2-3-1024x599.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image2-3-300x176.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image2-3-768x450.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image2-3-1536x899.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image2-3-1320x773.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image2-3.png 1999w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h4>\uc784\ubca0\ub529 \ud544\ub4dc \uc774\ub984 \ubc0f \ubca1\ud130 \uc778\ub371\uc2a4 \uc774\ub984 \uad6c\uc131\ud558\uae30<\/h4>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image9-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16888\" style=\"border: solid 1px Gainsboro;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image9-1-1024x564.png\" alt=\"Configure embedding field name and vector index name\" width=\"900\" height=\"496\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image9-1-1024x564.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image9-1-300x165.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image9-1-768x423.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image9-1-1536x846.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image9-1-1320x727.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image9-1.png 1999w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<p>\uc774\uc81c \ubca1\ud130\ud654 \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \uc124\uc815\ud588\uc73c\ub2c8 \uc774\ub7ec\ud55c \uc784\ubca0\ub529\uc744 \ud65c\uc6a9\ud558\uc5ec \uac00\uce58 \uc788\ub294 \uacb0\uacfc\ub97c \uc81c\uacf5\ud558\ub294 \ub300\ud654\ud615 RAG \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4\uc5b4 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>2\ub2e8\uacc4: RAG \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc73c\ub85c \uc784\ubca0\ub529 \ud65c\uc6a9\ud558\uae30<\/h3>\n<h4>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc815\ubcf4<\/h4>\n<p>\uc774 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc5d0\uc11c \uc0dd\uc131\ub41c \uc784\ubca0\ub529\uc744 \ud65c\uc6a9\ud558\uc5ec \uc815\uad50\ud55c <b>\ud638\ud154 \ucd94\ucc9c \uc2dc\uc2a4\ud15c<\/b>. \uc774 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc0ac\uc6a9\uc790 \uc785\ub825\uc744 \ubc1b\uc73c\uba74 \uc815\ud655\ud55c \uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud558\uace0, \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc11c\ubc84\uc5d0\uc11c \ubca1\ud130 \uac80\uc0c9\uc744 \uc218\ud589\ud558\uba70, \uace0\uae09 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\ub85c \ucd5c\uc885 \uc751\ub2f5\uc744 \ub2e4\ub4ec\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc0ac\uc6a9\ud558\ub824\uba74 <b>\uc5ec\ud589 \uc0d8\ud50c<\/b> \ubc84\ud0b7\uc5d0 \uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud558\uace0 <b>\uc774\ub984<\/b>,<b>\ub3c4\uc2dc<\/b>,<b>\uad6d\uac00<\/b> \uadf8\ub9ac\uace0 <b>\ub9ac\ubdf0<\/b> \ud544\ub4dc\uc5d0 \uc785\ub825\ud569\ub2c8\ub2e4.<\/p>\n<h4>\uc6cc\ud06c\ud50c\ub85c \uc124\uc815\ud558\uae30<\/h4>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 300;\" aria-level=\"1\">\uc5ec\ud589 \uc0d8\ud50c \ubc84\ud0b7 \uac00\uc838\uc624\uae30<\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\">\ub2e4\uc74c \uad6c\uc131\uc73c\ub85c \uad6c\uc870\ud654\ub41c \uc6cc\ud06c\ud50c\ub85c \ub9cc\ub4e4\uae30\n<ul>\n<li style=\"font-weight: 300;\" aria-level=\"2\">\ubc84\ud0b7: <b>\uc5ec\ud589 \uc0d8\ud50c<\/b><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"2\">\ubc94\uc704: <b>\uc778\ubca4\ud1a0\ub9ac<\/b><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"2\">\uceec\ub809\uc158: <b>\ud638\ud154<\/b><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"2\">\uc18c\uc2a4 \ud544\ub4dc: <b>\uc774\ub984<\/b>, <b>\ub3c4\uc2dc<\/b>, <b>\uad6d\uac00<\/b>, <b>\ub9ac\ubdf0<\/b><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16889\" style=\"border: solid 1px Gainsboro;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6-1024x511.png\" alt=\"Create a workflow for vectorizing structured data service\" width=\"900\" height=\"449\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6-1024x511.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6-300x150.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6-768x383.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6-1536x767.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6-1320x659.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6.png 1999w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<h4>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc0ac\uc6a9\ud574\ubcf4\uae30<\/h4>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">GitHub \ub9ac\ud3ec\uc9c0\ud1a0\ub9ac \ubcf5\uc81c\ud558\uae30<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"padding-left: 80px;\"><code>git clone https:\/\/github.com\/ayansharma2\/RAG-APP.git<\/code><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\ub514\ub809\ud1a0\ub9ac \ubcc0\uacbd<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"padding-left: 80px;\"><code>cd RAG-APP<\/code><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">(\uc120\ud0dd \uc0ac\ud56d\uc774\uc9c0\ub9cc \uad8c\uc7a5 \uc0ac\ud56d) \uac00\uc0c1 \ud658\uacbd\uc744 \ub9cc\ub4e4\uace0 \ud65c\uc131\ud654\ud569\ub2c8\ub2e4:\n<ul>\n<li>macOS\/Linux\uc5d0\uc11c:<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"padding-left: 80px;\"><code>python3 -m venv venv<br \/>\n\uc18c\uc2a4 venv\/bin\/activate<\/code><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>Windows\uc5d0\uc11c:<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"padding-left: 80px;\"><code>python -m venv venv<br \/>\nvenv\\Scripts\\activate<\/code><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\ud504\ub85c\uc81d\ud2b8 \uc885\uc18d\uc131 \uc124\uce58<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"padding-left: 80px;\"><code>pip \uc124\uce58 -r \uc694\uad6c \uc0ac\ud56d.txt<\/code><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2e4\ud589<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p style=\"padding-left: 80px;\"><code>\uc2a4\ud2b8\ub9bc\ub77c\uc774\ud2b8 \uc2e4\ud589 main.py<\/code><\/p>\n<h4>\uc2e4\uc81c \uc801\uc6a9 \uc0ac\ub840<\/h4>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image4-2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16890\" style=\"border: solid 1px Gainsboro;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image4-2-1024x587.png\" alt=\"AI application using automated vectorization service in Capella\" width=\"900\" height=\"516\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image4-2-1024x587.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image4-2-300x172.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image4-2-768x440.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image4-2-1536x881.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image4-2-1320x757.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image4-2.png 1999w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h3>\ucd5c\uc885 \uc0dd\uac01<\/h3>\n<p>Capella\uc758 \uad6c\uc870\ud654\ub41c \ubca1\ud130\ud654 \uc11c\ube44\uc2a4\ub294 \ub370\uc774\ud130 \uc784\ubca0\ub529 \uc0dd\uc131\uc744 \uac04\ub2e8\ud558\uace0 \uc6d0\ud65c\ud558\uac8c \ub9cc\ub4e4\uc5b4 AI \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc27d\uac8c \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4. \uc774 \uc11c\ube44\uc2a4\ub294 JSON \ubb38\uc11c\ub97c \ubca1\ud130 \uc784\ubca0\ub529\uc73c\ub85c \uc790\ub3d9 \ubcc0\ud658\ud558\uc5ec \uc2dc\uac04\uc744 \uc808\uc57d\ud558\uace0 \uc218\ub3d9 \ub370\uc774\ud130 \ubcc0\ud658\uc774 \ud544\uc694 \uc5c6\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG) \uc2dc\uc2a4\ud15c, \uc2dc\ub9e8\ud2f1 \uac80\uc0c9 \ubc0f \uae30\ud0c0 AI \ub3c4\uad6c\uc758 \uac1c\ubc1c \uc18d\ub3c4\uac00 \ube68\ub77c\uc9d1\ub2c8\ub2e4. \uace0\uc131\ub2a5\uacfc \uae30\ubcf8 \uc81c\uacf5 \uaddc\uc815 \uc900\uc218\ub97c \ud1b5\ud574 \ud300\uc740 \ub354 \ube60\ub974\uace0 \uc548\uc804\ud558\uac8c \ud601\uc2e0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uae08 \ubc14\ub85c \ube44\uacf5\uac1c \ubbf8\ub9ac \ubcf4\uae30\uc5d0 \ub4f1\ub85d\ud558\uace0 Couchbase Capella\ub85c \ub354 \uc2a4\ub9c8\ud2b8\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uc138\uc694! <a href=\"https:\/\/info.couchbase.com\/capella-ai-services-signup?_gl=1*s7h2vl*_gcl_au*MTc2ODAwNzM2NC4xNzM4MjkyNjY3\">\uc5ec\uae30\uc5d0\uc11c \ube44\uacf5\uac1c \ubbf8\ub9ac\ubcf4\uae30\uc5d0 \ub4f1\ub85d\ud558\uc138\uc694!<\/a><\/p>\n<h4>\ucc38\uc870<\/h4>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/press-releases\/couchbase-introduces-capella-ai-services-to-streamline-development-of-agentic-ai-applications\/\">\uce74\ud3a0\ub77c AI \uc11c\ube44\uc2a4 \ubcf4\ub3c4 \uc790\ub8cc \uc77d\uae30<\/a><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\">\ud655\uc778 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/ai-services\/\">\uce74\ud3a0\ub77c AI \uc11c\ube44\uc2a4<\/a> \uc5d0 \uac00\uc785\ud558\uac70\ub098 <a href=\"https:\/\/info.couchbase.com\/capella-ai-services-signup?_gl=1*s7h2vl*_gcl_au*MTc2ODAwNzM2NC4xNzM4MjkyNjY3\">\ube44\uacf5\uac1c \ubbf8\ub9ac\ubcf4\uae30<\/a><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><a href=\"https:\/\/preview2.docs-test.couchbase.com\/ai\/get-started\/intro.html\">\uce74\ud3a0\ub77c \ubaa8\ub378 \uc11c\ube44\uc2a4 \ubb38\uc11c<\/a>\u00a0(\ubbf8\ub9ac \ubcf4\uae30 \uace0\uac1d\uc6a9)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>\uac10\uc0ac<\/h4>\n<p><i>\ud300\uc6d0\ub4e4(Abhishek J, Paulomee D, Kiran M, Nithish R, Santosh H, Denis S, Talina S \ub4f1)\uc5d0\uac8c \uac10\uc0ac\ub4dc\ub9bd\ub2c8\ub2e4.  \uc9c1\uac04\uc811\uc801\uc73c\ub85c \ub3c4\uc6c0\uc744 \uc8fc\uc2e0 \ubaa8\ub4e0 \ubd84\ub4e4\uaed8 \uac10\uc0ac\ub4dc\ub9bd\ub2c8\ub2e4!<\/i><\/p>\n<p><br style=\"font-weight: 400;\" \/><br style=\"font-weight: 400;\" \/><br style=\"font-weight: 400;\" \/><br style=\"font-weight: 400;\" \/><\/p>","protected":false},"excerpt":{"rendered":"<p>Couchbase Capella has launched a Private Preview for AI services! Check out this blog for an overview of how these services simplify the process of building cloud-native, scalable AI applications and AI agents. 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