{"id":16826,"date":"2025-02-03T17:35:16","date_gmt":"2025-02-04T01:35:16","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=16826"},"modified":"2025-06-13T16:36:21","modified_gmt":"2025-06-13T23:36:21","slug":"capella-model-service-ai","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/capella-model-service-ai\/","title":{"rendered":"\uce74\ud3a0\ub77c \ubaa8\ub378 \uc11c\ube44\uc2a4: \ubcf4\uc548, \ud655\uc7a5\uc131, OpenAI \ud638\ud658\uc131 \uc81c\uacf5"},"content":{"rendered":"<p>\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uce74\ud3a0\ub77c\uac00 <b>AI \uc11c\ube44\uc2a4\uc6a9 \ube44\uacf5\uac1c \ubbf8\ub9ac \ubcf4\uae30<\/b>! \uccb4\ud06c \uc544\uc6c3<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 \ube14\ub85c\uadf8\uc5d0\uc11c\ub294 <b>\ubaa8\ub378 \uc11c\ube44\uc2a4<\/b> - \uac1c\uc778 \uc5b8\uc5b4 \ubaa8\ub378\uacfc \uc784\ubca0\ub529 \ubaa8\ub378\uc744 \uc548\uc804\ud558\uace0 \ub300\uaddc\ubaa8\ub85c \ubc30\ud3ec\ud560 \uc218 \uc788\ub294 Capella\uc758 \uae30\ub2a5\uc785\ub2c8\ub2e4. \uc774 \uc11c\ube44\uc2a4\ub97c \uc0ac\uc6a9\ud558\uba74 \ucd94\ub860\uc774 \ub370\uc774\ud130\uc5d0 \uac00\uae5d\uac8c \uc2e4\ud589\ub418\uc5b4 \uc131\ub2a5\uacfc \uaddc\uc815 \uc900\uc218\ub97c \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uce74\ud3a0\ub77c \ubaa8\ub378 \uc11c\ube44\uc2a4\ub97c \uc0ac\uc6a9\ud558\ub294 \uc774\uc720\ub294 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n<p>\ub9ce\uc740 \uae30\uc5c5\uc774 AI \uc5d0\uc774\uc804\ud2b8\ub97c \uac1c\ubc1c\ud560 \ub54c \ubcf4\uc548 \ubc0f \uaddc\uc815 \uc900\uc218 \ubb38\uc81c\uc5d0 \uc9c1\uba74\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc740 \uaddc\uc815\uc73c\ub85c \uc778\ud574 <b>GDPR \ubc0f \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638<\/b>\uae30\uc5c5\uc740 \uac1c\ubc29\ud615 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uac70\ub098 \ub0b4\ubd80 \ub124\ud2b8\uc6cc\ud06c \uc678\ubd80\uc5d0 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud560 \uc218 \uc5c6\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 AI \uae30\ubc18 \uc194\ub8e8\uc158\uc744 \ud0d0\uc0c9\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc774 \uc81c\ud55c\ub429\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub9ac\uace0 <b>\uce74\ud3a0\ub77c \ubaa8\ub378 \uc11c\ube44\uc2a4<\/b> \ub294 \uace0\uac1d\uc758 \ud074\ub7ec\uc2a4\ud130\uc640 \ub3d9\uc77c\ud55c \ub0b4\ubd80 \ub124\ud2b8\uc6cc\ud06c \ub0b4\uc5d0 \ube44\uacf5\uac1c \uc5b8\uc5b4 \ubaa8\ub378\uc744 \ubc30\ud3ec\ud558\ub294 \ub370 \ub530\ub974\ub294 \uc6b4\uc601\uc0c1\uc758 \ubcf5\uc7a1\uc131\uc744 \uac04\uc18c\ud654\ud558\uc5ec \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub97c \ud1b5\ud574 \ubcf4\uc7a5\ud569\ub2c8\ub2e4:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\ucd94\ub860\uc5d0 \uc0ac\uc6a9\ub418\ub294 \ub370\uc774\ud130 <b>\uc6b4\uc601 \ud074\ub7ec\uc2a4\ud130\uc758 \uac00\uc0c1 \ub124\ud2b8\uc6cc\ud06c \uacbd\uacc4\ub97c \ubc97\uc5b4\ub098\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc9e7\uc740 \uc9c0\uc5f0 \uc2dc\uac04 \ucd94\ub860<\/b> \ucd5c\uc18c\ud55c\uc758 \ub124\ud2b8\uc6cc\ud06c \uc624\ubc84\ud5e4\ub4dc\ub85c \uc778\ud574<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uaddc\uc815 \uc900\uc218<\/b> \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130 \ubcf4\uc548 \uc815\ucc45<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\uc544\uce74\ud3a0\ub77c \ubaa8\ub378 \uc11c\ube44\uc2a4\uc758 \uc8fc\uc694 \uae30\ub2a5<\/h2>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc548\uc804\ud55c \ubaa8\ub378 \ubc30\ud3ec<\/b> - \uc548\uc804\ud55c \uc0cc\ub4dc\ubc15\uc2a4 \ud658\uacbd\uc5d0\uc11c \ubaa8\ub378 \uc2e4\ud589<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>OpenAI \ud638\ud658 API \ubc0f SDK \uc9c0\uc6d0<\/b> - Langchain\uacfc \uac19\uc740 OpenAI \ud638\ud658 \ub77c\uc774\ube0c\ub7ec\ub9ac \ubc0f \ud504\ub808\uc784\uc6cc\ud06c\ub85c Capella \ud638\uc2a4\ud305 \ubaa8\ub378\uc744 \uc27d\uac8c \ud638\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc131\ub2a5 \ud5a5\uc0c1 <\/b>- \ud6a8\uc728\uc131\uc744 \uc704\ud55c \uce90\uc2f1 \ubc0f \uc77c\uad04 \ucc98\ub9ac \ubd80\uac00 \uac00\uce58 \uc81c\uacf5 \uae30\ub2a5 \ud3ec\ud568<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\uc911\uc7ac \ub3c4\uad6c<\/b> - \ucf58\ud150\uce20 \uad00\ub9ac \ubc0f \ud0a4\uc6cc\ub4dc \ud544\ud130\ub9c1 \uae30\ub2a5 \uc81c\uacf5<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h2>\uc2dc\uc791\ud558\uae30: Capella\uc5d0\uc11c \ubaa8\ub378 \ubc30\ud3ec \ubc0f \uc0ac\uc6a9<\/h2>\n<p>\uac04\ub2e8\ud55c \ud29c\ud1a0\ub9ac\uc5bc\uc744 \ud1b5\ud574 Capella\uc5d0\uc11c \ubaa8\ub378\uc744 \ubc30\ud3ec\ud558\uace0 \uae30\ubcf8 AI \uc791\uc5c5\uc5d0 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uc138\uc694.<\/p>\n<h3>\ud559\uc2b5 \ub0b4\uc6a9<\/h3>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 300;\" aria-level=\"1\">\uce74\ud3a0\ub77c\uc5d0 \uc5b8\uc5b4 \ubaa8\ub378 \ubc30\ud3ec<\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\">\ub2e4\uc74c \ubaa8\ub378 \uc0ac\uc6a9 <b>\ucc44\ud305 \uc644\ub8cc<\/b><\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\">\ud0d0\uc0c9\ud558\uae30 <b>\ubd80\uac00 \uac00\uce58 \uae30\ub2a5<\/b><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<hr \/>\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=\"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: 300;\" aria-level=\"1\"><b>\uc870\uc9c1 \uc18c\uc720\uc790 \uc5ed\ud560 <\/b>\uc5b8\uc5b4 \ubaa8\ub378 \uad00\ub9ac \uad8c\ud55c<\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><b>\uba40\ud2f0 AZ \uc6b4\uc601 \ud074\ub7ec\uc2a4\ud130<\/b> (\uc131\ub2a5 \ud5a5\uc0c1\uc744 \uc704\ud574 \uad8c\uc7a5\ub428)<\/li>\n<li style=\"font-weight: 300;\" aria-level=\"1\"><b>\uc0d8\ud50c \ubc84\ud0b7<\/b> \uce90\uc2f1 \ubc0f \uc77c\uad04 \ucc98\ub9ac\uc640 \uac19\uc740 \ubd80\uac00 \uac00\uce58 \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uae30 \uc704\ud574<\/li>\n<\/ul>\n<hr \/>\n<h3>1\ub2e8\uacc4: \uc5b8\uc5b4 \ubaa8\ub378 \ubc30\ud3ec<\/h3>\n<p><i>\ud559\uc2b5 \ubaa9\ud45c: Capella\uc5d0\uc11c \uac1c\uc778 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \ubc30\ud3ec\ud558\uace0 \ud0a4 \uc124\uc815\uc744 \uad6c\uc131\ud558\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uc138\uc694.<\/i><\/p>\n<p>\ub2e4\uc74c\uc73c\ub85c \uc774\ub3d9\ud569\ub2c8\ub2e4. <b>AI \uc11c\ube44\uc2a4<\/b> \ub97c \ud074\ub9ad\ud558\uace0 <b>\ubaa8\ub378 \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\/2-scaled.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16827\" style=\"border: 1px black solid;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/2-1024x501.jpg\" alt=\"Selecting the AI model service for Capella \" width=\"900\" height=\"440\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/2-1024x501.jpg 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/2-300x147.jpg 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/2-768x376.jpg 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/2-1536x752.jpg 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/2-2048x1002.jpg 2048w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/2-1320x646.jpg 1320w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h4>\ubaa8\ub378 \uad6c\uc131 \uc120\ud0dd<\/h4>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\uc120\ud0dd<b> \uc6b4\uc601 \ud074\ub7ec\uc2a4\ud130<\/b> \ubaa8\ub378\uc5d0 \ub300\ud55c<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\uc815\uc758 <b>\ucef4\ud4e8\ud305 \ud06c\uae30 \uc870\uc815<\/b> \uc744 \ud074\ub9ad\ud558\uace0<b> \uae30\ucd08 \ubaa8\ub378<\/b><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/3-scaled.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16828\" style=\"border: 1px black solid;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/3-1024x700.jpg\" alt=\"Compute sizing and select an AI foundation model\" width=\"900\" height=\"615\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/3-1024x700.jpg 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/3-300x205.jpg 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/3-768x525.jpg 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/3-1536x1049.jpg 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/3-2048x1399.jpg 2048w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/3-235x160.jpg 235w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/3-1320x902.jpg 1320w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<p>\uc544\ub798\ub85c \uc2a4\ud06c\ub864\ud558\uba74 \uc5ec\ub7ec \uac00\uc9c0\ub97c \uc120\ud0dd\ud560 \uc218 \uc788\ub294 \uc635\uc158\uc774 \ud45c\uc2dc\ub429\ub2c8\ub2e4. <b>\ubd80\uac00 \uac00\uce58 \uc11c\ube44\uc2a4<\/b> Capella\uc5d0\uc11c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uac01 \uc139\uc158\uc758 \uc758\ubbf8\ub97c \uc774\ud574\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h4>\uce90\uc2f1<\/h4>\n<p>\uce90\uc2f1\uc744 \uc0ac\uc6a9\ud558\uba74 LLM \uc751\ub2f5\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud560 \uc218 \uc788\uc5b4 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \uc751\ub2f5 \uc2dc\uac04\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub300\ud654\ud615, \ud45c\uc900, \uc2dc\ub9e8\ud2f1 \uce90\uc2f1 \uc911\uc5d0\uc11c \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uce90\uc2f1\uc744 \uc0ac\uc6a9\ud558\uba74 LLM\uc5d0 \ub300\ud55c \ud638\ucd9c\uc744 \uc904\uc784\uc73c\ub85c\uc368 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \uac80\uc0c9 \uc18d\ub3c4\ub97c \ub192\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uce90\uc2f1\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucc57\ubd07 \uc138\uc158 \ub0b4\uc5d0 \ub300\ud654\ub97c \uc800\uc7a5\ud558\uc5ec \ud5a5\uc0c1\ub41c \ub300\ud654 \uacbd\ud5d8\uc744 \uc704\ud55c \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc81c\uacf5\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4>\uce90\uc2dc \uc2a4\ud1a0\ub9ac\uc9c0 \ubc0f \uce90\uc2f1 \uc804\ub7b5 \uc120\ud0dd<\/h4>\n<p>\ubc84\ud0b7, \ubc94\uc704 \ubc0f \uceec\ub809\uc158 \ud544\ub4dc\uc5d0\uc11c \ube60\ub978 \uac80\uc0c9\uc744 \uc704\ud574 \ucd94\ub860 \uc751\ub2f5\uc774 \uce90\uc2dc\ub420 \ud074\ub7ec\uc2a4\ud130\uc758 \uc9c0\uc815\ub41c \ubc84\ud0b7\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub7f0 \ub2e4\uc74c \uce90\uc2f1 \uc804\ub7b5\uc744 \uc120\ud0dd\ud558\uc5ec '\ub300\ud654\ud615', '\ud45c\uc900' \ubc0f '\uc2dc\ub9e8\ud2f1' \uce90\uc2f1\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc758 \uacbd\uc6b0, \ubaa8\ub378 \uc11c\ube44\uc2a4\uc778 <b>\uc784\ubca0\ub529 \ubaa8\ub378 \ud65c\uc6a9<\/b> - \ub97c \uc0ac\uc6a9\ud558\uba74 \ub3d9\uc77c\ud55c \ud074\ub7ec\uc2a4\ud130\uc5d0 \ub300\ud55c \uc784\ubca0\ub529 \ubaa8\ub378\uc744 \ubbf8\ub9ac \ub9cc\ub4e4\uac70\ub098 \uc774 \ud654\uba74\uc5d0\uc11c \uc989\uc11d\uc5d0\uc11c \uc0dd\uc131\ud558\ub294 \uac83\uc774 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uae30\uc11c\ub294 \uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc744 \uc704\ud574 \uc0ac\uc804 \ubc30\ud3ec\ub41c \uc784\ubca0\ub529 \ubaa8\ub378\uc744 \uc120\ud0dd\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/4.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16829\" style=\"border: 1px black solid;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/4-1024x535.jpg\" alt=\"AI caching for embedding models\" width=\"900\" height=\"470\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/4-1024x535.jpg 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/4-300x157.jpg 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/4-768x401.jpg 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/4-1536x802.jpg 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/4-1320x689.jpg 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/4.jpg 1724w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h4>\uac00\ub4dc\ub808\uc77c<\/h4>\n<p>\uac00\ub4dc\ub808\uc77c\uc740 Llama-3 \uac00\ub4dc \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \ud504\ub86c\ud504\ud2b8\uc640 \ubaa8\ub378 \uc751\ub2f5 \ubaa8\ub450\uc5d0 \ub300\ud55c \ucf58\ud150\uce20 \uac80\ud1a0 \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uac00\ub2a5\ud55c \uc911\uc7ac \ud15c\ud50c\ub9bf\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uae08\uc740 \uae30\ubcf8 \uad6c\uc131\uc744 \uc720\uc9c0\ud558\uba74\uc11c \uc55e\uc73c\ub85c \ub098\uc544\uac08 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/5.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16830\" style=\"border: 1px black solid;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/5-1024x313.png\" alt=\"Setting AI model guardrails\" width=\"900\" height=\"275\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/5-1024x313.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/5-300x92.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/5-768x235.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/5-1536x470.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/5-2048x626.png 2048w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/5-1320x404.png 1320w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h4>\ud0a4\uc6cc\ub4dc \ud544\ud130\ub9c1<\/h4>\n<p>\ud0a4\uc6cc\ub4dc \ud544\ud130\ub9c1\uc744 \uc0ac\uc6a9\ud558\uba74 \ud504\ub86c\ud504\ud2b8 \ubc0f \uc751\ub2f5\uc5d0\uc11c \uc81c\uac70\ud560 \ud0a4\uc6cc\ub4dc\ub97c \ucd5c\ub300 10\uac1c\uae4c\uc9c0 \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 '\uae30\ubc00' \ub610\ub294 '\uae30\ubc00'\uacfc \uac19\uc740 \uc6a9\uc5b4\ub97c \ud544\ud130\ub9c1\ud558\uba74 \ubbfc\uac10\ud55c \uc815\ubcf4\uac00 \uc751\ub2f5\uc5d0 \ud3ec\ud568\ub418\ub294 \uac83\uc744 \ubc29\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/6.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16831\" style=\"border: 1px black solid;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/6-1024x154.png\" alt=\"Setting Keyword filtering for AI model usage\" width=\"900\" height=\"135\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/6-1024x154.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/6-300x45.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/6-768x116.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/6-1536x232.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/6-2048x309.png 2048w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/6-1320x199.png 1320w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h4>\uc77c\uad04 \ucc98\ub9ac<\/h4>\n<p>\uc77c\uad04 \ucc98\ub9ac\ub97c \uc0ac\uc6a9\ud558\uba74 \uc5ec\ub7ec API \uc694\uccad\uc744 \ube44\ub3d9\uae30\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\uc5ec \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc73c\ub85c \uc694\uccad\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc84\ud0b7, \ubc94\uc704 \ubc0f \uceec\ub809\uc158\uc758 \uacbd\uc6b0, \uc6b4\uc601 \ud074\ub7ec\uc2a4\ud130\uc5d0\uc11c \uc77c\uad04 \ucc98\ub9ac \uba54\ud0c0\ub370\uc774\ud130\ub97c \uc800\uc7a5\ud560 \uc218 \uc788\ub294 \ubc84\ud0b7\uc744 \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/7.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16832\" style=\"border: 1px black solid;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/7-1024x201.png\" alt=\"Batching API requests for AI model access\" width=\"900\" height=\"177\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/7-1024x201.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/7-300x59.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/7-768x151.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/7-1536x302.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/7-2048x402.png 2048w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/7-1320x259.png 1320w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h4>\ubaa8\ub378 \ubc30\ud3ec<\/h4>\n<p>\ubaa8\ub378 \ubc30\ud3ec \ubc84\ud2bc\uc744 \ud074\ub9ad\ud558\uc5ec \ud544\uc694\ud55c GPU \uae30\ubc18 \ucef4\ud4e8\ud305\uc744 \uc2dc\uc791\ud569\ub2c8\ub2e4. \ubc30\ud3ec \ud504\ub85c\uc138\uc2a4\ub294 15~20\ubd84 \uc815\ub3c4 \uc18c\uc694\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc900\ube44\uac00 \uc644\ub8cc\ub418\uba74 \ubc30\ud3ec\ub41c \ubaa8\ub378\uc740 AI \uc81c\ud488 \ud5c8\ube0c\uc758 \ubaa8\ub378 \ubaa9\ub85d \ud398\uc774\uc9c0\uc5d0\uc11c \ucd94\uc801\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16833\" style=\"border: 1px black solid;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6-1024x272.jpg\" alt=\"List of AI models configured in AI Services\" width=\"900\" height=\"239\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6-1024x272.jpg 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6-300x80.jpg 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6-768x204.jpg 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6-1536x408.jpg 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6-1320x351.jpg 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/image6.jpg 1600w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<hr \/>\n<h3>2\ub2e8\uacc4: \ubaa8\ub378 \uc5d4\ub4dc\ud3ec\uc778\ud2b8 \uc0ac\uc6a9<\/h3>\n<p><i>\ud559\uc2b5 \ubaa9\ud45c: \ubaa8\ub378\uc5d0 \uc548\uc804\ud558\uac8c \uc561\uc138\uc2a4\ud558\uace0 \ucd94\ub860 \uc694\uccad\uc744 \ubcf4\ub0b4\ub294 \ubc29\ubc95\uc744 \uc774\ud574\ud569\ub2c8\ub2e4.<\/i><\/p>\n<p>\uc774\uc81c \ucd94\ub860\uc744 \uc704\ud574 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uacfc \ubd80\uac00 \uac00\uce58 \uc11c\ube44\uc2a4\ub97c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h4>\ubaa8\ub378\uc5d0 \ub300\ud55c \uc561\uc138\uc2a4 \uad8c\ud55c \ubd80\uc5ec<\/h4>\n<p>\uc561\uc138\uc2a4\ub97c \ud5c8\uc6a9\ud558\ub824\uba74 \ud5c8\uc6a9 \ubaa9\ub85d\uc5d0 IP \uc8fc\uc18c\ub97c \ucd94\uac00\ud558\uace0 \ubaa8\ub378 \ucd94\ub860 \uc694\uccad\uc744 \uc778\uc99d\ud558\uae30 \uc704\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc790\uaca9 \uc99d\uba85\uc744 \uc0dd\uc131\ud558\uc138\uc694.<\/p>\n<p>\ud074\ub7ec\uc2a4\ud130\ub85c \uc774\ub3d9\ud558\uc5ec <b>\uc5f0\uacb0<\/b> \ud654\uba74\uc73c\ub85c \uc774\ub3d9\ud558\uc5ec \ud5c8\uc6a9\ub41c IP \ubaa9\ub85d\uc5d0 IP\ub97c \ucd94\uac00\ud558\uace0 \ud074\ub7ec\uc2a4\ud130\uc5d0 \ub300\ud55c \uc0c8 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc790\uaca9 \uc99d\uba85\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc774 \uc790\uaca9 \uc99d\uba85\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub378 \ucd94\ub860 \uc694\uccad\uc744 \uc778\uc99d\ud569\ub2c8\ub2e4.<\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/9-scaled.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16834\" style=\"border: 1px black solid;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/9-1024x591.jpg\" alt=\"SDKs to connect to Capella AI services\" width=\"900\" height=\"519\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/9-1024x591.jpg 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/9-300x173.jpg 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/9-768x443.jpg 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/9-1536x886.jpg 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/9-2048x1181.jpg 2048w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/9-1320x761.jpg 1320w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h4>\ubaa8\ub378 \uc5d4\ub4dc\ud3ec\uc778\ud2b8 URL<\/h4>\n<p>\ubaa8\ub378 \ubaa9\ub85d \ud398\uc774\uc9c0\uc5d0\uc11c \ubaa8\ub378 URL\uc744 \ucc3e\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 URL\uc740 \ub2e4\uc74c\uacfc \uac19\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4:\u00a0<a href=\"https:\/\/ai123.apps.cloud.couchbase.com\/\">https:\/\/ai123.apps.cloud.couchbase.com<\/a>.<\/p>\n<p><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/8-scaled.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16835\" style=\"border: 1px black solid;\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/8-1024x348.jpg\" alt=\"AI model listing with status and model URL\" width=\"900\" height=\"306\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/8-1024x348.jpg 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/8-300x102.jpg 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/8-768x261.jpg 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/8-1536x523.jpg 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/8-2048x697.jpg 2048w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2025\/02\/8-1320x449.jpg 1320w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><\/a><\/p>\n<h4>\ucc44\ud305 \uc644\ub8cc \uc2e4\ud589<\/h4>\n<p>OpenAI \ud638\ud658 API\ub97c \uc0ac\uc6a9\ud558\ub824\uba74 curl\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucc44\ud305 \uc694\uccad\uc744 \ubcf4\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n<pre class=\"nums:false lang:default decode:true\">curl --request POST \\\r\n--url https:\/\/ai123.apps.cloud.couchbase.com\/v1\/chat\/completions \\\r\n--header 'Authorization: Basic change-me' \\\r\n--header 'Content-Type: application\/json' \\\r\n--data '{\r\n  \"model\": \"meta-llama\/Llama-3.1-8B-Instruct\",\r\n  \"reasoning_effort\": \"high\",\r\n  \"messages\": [\r\n    {\"role\": \"system\", \"content\": \"You are a helpful travel assistant\"},\r\n    {\"role\": \"user\", \"content\": \"What are some fun things to do in San Francisco?\"}\r\n  ],\r\n  \"stream\": false,\r\n  \"max_tokens\": 500\r\n}'<\/pre>\n<p>\ubaa8\ub450 <a href=\"https:\/\/platform.openai.com\/docs\/api-reference\/introduction\">OpenAI API\ub294 \uc5ec\uae30<\/a> \uce74\ud3a0\ub77c \ubaa8\ub378 \uc11c\ube44\uc2a4\uc5d0\uc11c \ubc14\ub85c \uc9c0\uc6d0\ub429\ub2c8\ub2e4.<\/p>\n<h4>\uc784\ubca0\ub529 \uc0dd\uc131<\/h4>\n<p>\ud14d\uc2a4\ud2b8 \uc785\ub825\uc6a9 \uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud558\ub824\uba74 \ub2e4\uc74c curl \uba85\ub839\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4:<\/p>\n<pre class=\"nums:false lang:default decode:true\">curl --request POST \\\r\n--url https:\/\/ai123.apps.cloud.couchbase.com\/v1\/embeddings \\\r\n--header 'Content-Type: application\/json' \\\r\n--data '{\r\n  \"input\": \"This is my input string\",\r\n  \"model\": \"intfloat\/e5-mistral-7b-instruct\"\r\n}'<\/pre>\n<hr \/>\n<h3>3\ub2e8\uacc4: \ubd80\uac00 \uac00\uce58 \uae30\ub2a5 \uc0ac\uc6a9<\/h3>\n<p><i>\ud559\uc2b5 \ubaa9\ud45c: \uce90\uc2f1, \ubc30\uce58, \uc870\uc815 \ubc0f \ud0a4\uc6cc\ub4dc \ud544\ud130\ub9c1\uc744 \ud1b5\ud574 AI \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uc138\uc694.<\/i><\/p>\n<p>\uc774 \uc139\uc158\uc5d0\uc11c\ub294 \uae30\ubcf8 \uc81c\uacf5 \uac1c\uc120 \uc0ac\ud56d\uc744 \ud1b5\ud574 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uace0 \ucd94\ub860 \uc18d\ub3c4\ub97c \ub192\uc774\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc138\uc694.<\/p>\n<p>\uce90\uc2f1\uc740 \uc911\ubcf5 \uacc4\uc0b0\uc744 \uc904\uc5ec\uc90d\ub2c8\ub2e4. \uc77c\uad04 \ucc98\ub9ac\ub97c \ud1b5\ud574 \uc694\uccad \ud6a8\uc728\uc131\uc774 \ud5a5\uc0c1\ub429\ub2c8\ub2e4. \ucf58\ud150\uce20 \uc870\uc815\uc740 \uc801\uc808\ud55c AI \uc0dd\uc131 \uc751\ub2f5\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \ud0a4\uc6cc\ub4dc \ud544\ud130\ub9c1\uc740 \ud2b9\uc815 \uc6a9\uc5b4\uac00 \uacb0\uacfc\uc5d0 \ud45c\uc2dc\ub418\uc9c0 \uc54a\ub3c4\ub85d \uc81c\ud55c\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<h5><b>\uce90\uc2f1<\/b> - \uc911\ubcf5 \uacc4\uc0b0 \uc904\uc774\uae30<\/h5>\n<p><span style=\"text-decoration: underline;\">\ud45c\uc900 \uce90\uc2f1<\/span><\/p>\n<p>Pass a header named `X-cb-cache` and provide value as \u201cstandard\u201d:<\/p>\n<pre class=\"nums:false lang:default decode:true\">curl --request POST \\\r\n--url https:\/\/ai123.apps.cloud.couchbase.com\/v1\/chat\/completions \\\r\n--header 'Authorization: Basic change-me' \\\r\n--header 'Content-Type: application\/json' \\\r\n--header 'User-Agent: insomnia\/10.3.0' \\\r\n--header 'X-cb-cache: standard' \\\r\n--data '{\r\n  \"model\": \"meta-llama\/Llama-3.1-8B-Instruct\",\r\n  \"reasoning_effort\": \"high\",\r\n  \"messages\": [\r\n    {\r\n      \"role\": \"system\",\r\n      \"content\": \"You are a helpful travel assistant\"\r\n    },\r\n    {\r\n      \"role\": \"user\",\r\n      \"content\": \"What are some fun things to do in San Francisco? Give me the names of 3 top tourist attractions\"\r\n    }\r\n  ],\r\n  \"stream\": false,\r\n  \"max_tokens\": 500\r\n}'<\/pre>\n<p><span style=\"text-decoration: underline;\">\uc751\ub2f5<\/span><\/p>\n<p>(\uc18c\uc694 \uc2dc\uac04 &lt;500ms)<\/p>\n<pre class=\"nums:false wrap:true lang:js decode:true\">date: Wed, 29 Jan 2025 23:50:37 GMT\r\ncontent-type: application\/json\r\ncontent-length: 1316\r\nx-cache: HIT\r\n\r\n{\r\n  \"choices\": [\r\n    {\r\n      \"finish_reason\": \"stop\",\r\n      \"index\": 0,\r\n      \"logprobs\": null,\r\n      \"message\": {\r\n         \"content\": \"San Francisco is a fantastic destination with plenty of exciting activities to enjoy. Here are 3 top tourist attractions to consider:\\n\\n1. **The Golden Gate Bridge**: An iconic symbol of San Francisco, the Golden Gate Bridge is a must-visit attraction. You can walk or bike across the bridge for spectacular views of the San Francisco Bay and the city skyline.\\n\\n2. **Alcatraz Island**: Take a ferry to Alcatraz Island, the former maximum-security prison that once held notorious inmates like Al Capone. Learn about the island's rich history and take in the stunning views of the city and the Bay.\\n\\n3. **Fisherman's Wharf**: This bustling waterfront district offers a taste of San Francisco's seafood culture, street performers, and stunning views of the Bay. You can also catch a cruise to the Golden Gate Bridge or take a stroll along the Pier 39 sea lions.\\n\\nThese are just a few of the many amazing experiences San Francisco has to offer. Let me know if you'd like more recommendations!\",\r\n         \"role\": \"assistant\"\r\n      }\r\n    }\r\n  ],\r\n  \"created\": 1738193254,\r\n  \"id\": \"\",\r\n  \"model\": \"meta-llama\/Llama-3.1-8B-Instruct\",\r\n  \"object\": \"chat.completion\",\r\n  \"system_fingerprint\": \"3.0.0-sha-8f326c9\",\r\n  \"usage\": {\r\n    \"completion_tokens\": 206,\r\n    \"prompt_tokens\": 62,\r\n    \"total_tokens\": 268\r\n  }\r\n}<\/pre>\n<p><span style=\"text-decoration: underline;\">\uc2dc\ub9e8\ud2f1 \uce90\uc2f1<\/span><\/p>\n<p>\uc2dc\ub9e8\ud2f1 \uce90\uc2f1\uc758 \uc791\ub3d9 \ubc29\uc2dd\uc744 \uc774\ud574\ud558\uae30 \uc704\ud574 \ubaa8\ub378\uc5d0 \uc77c\ub828\uc758 \ud504\ub86c\ud504\ud2b8\ub97c \uc804\ub2ec\ud558\uc5ec \ub3d9\uc77c\ud55c \uc5d4\ud2f0\ud2f0(\uc608: \"\uc0cc\ud504\ub780\uc2dc\uc2a4\ucf54\")\uc5d0 \ub300\ud55c \uc815\ubcf4\ub97c \ucffc\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc77c\ub828\uc758 \ucd94\ub860\uc740 \uc785\ub825\uc5d0 \ub300\ud55c \uce90\uc2f1 \ubc84\ud0b7\uc5d0 \uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud558\uace0 \uc774\ub7ec\ud55c \uc784\ubca0\ub529\uc744 \uc0ac\uc6a9\ud558\uc5ec \uad00\ub828\uc131 \uc810\uc218\uac00 \ub192\uc740 \uc0c1\uc704 \ub9e4\uce6d \uacb0\uacfc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc804 \uc608\uc81c\uc5d0\uc11c \uc785\ub825 \ud504\ub86c\ud504\ud2b8\ub97c \uc57d\uac04 \uc218\uc815\ud558\uc5ec \ub2e4\uc74c\uacfc \uac19\uc774 \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/p>\n<p><i>\"\uc0cc\ud504\ub780\uc2dc\uc2a4\ucf54\uc5d0\uc11c \uc990\uac70\uc6b4 \uacbd\ud5d8\uc744 \uc704\ud574 \uaf2d \ubc29\ubb38\ud574\uc57c \ud560 \uad00\uad11\uc9c0 3\uacf3\uc744 \ucd94\ucc9c\ud574 \uc8fc\uc2dc\uaca0\uc5b4\uc694?\"<\/i><\/p>\n<p>\uc774\ub294 \uc55e\uc11c \uc720\uc0ac\ud55c \uc9c8\ubb38\uc5d0 \ub300\ud55c \uc694\uccad\uacfc \ub3d9\uc77c\ud55c \uacb0\uacfc\ub97c \ubc18\ud658\ud558\uc5ec \ubaa8\ub378 \uc11c\ube44\uc2a4\uac00 \uce90\uc2f1\uc744 \uc704\ud574 \uc2dc\ub9e8\ud2f1 \uac80\uc0c9\uc744 \ud65c\uc6a9\ud558\uace0 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n<pre class=\"nums:false lang:default decode:true\">curl --request POST \\\r\n--url https:\/\/ai123.apps.cloud.couchbase.com\/v1\/chat\/completions \\\r\n--header 'Authorization: Basic change-me' \\\r\n--header 'Content-Type: application\/json' \\\r\n--header 'User-Agent: insomnia\/10.3.0' \\\r\n--header 'X-cb-cache: semantic' \\\r\n--data '{\r\n  \"model\": \"meta-llama\/Llama-3.1-8B-Instruct\",\r\n  \"reasoning_effort\": \"high\",\r\n  \"messages\": [\r\n    {\r\n      \"role\": \"system\",\r\n      \"content\": \"You are a helpful travel assistant\"\r\n    },\r\n    {\r\n      \"role\": \"user\",\r\n      \"content\": \"Can you suggest three must-visit tourist spots in San Francisco for a fun experience?\"\r\n    }\r\n  ],\r\n  \"stream\": false,\r\n  \"max_tokens\": 500\r\n}'<\/pre>\n<p><span style=\"text-decoration: underline;\">\uc751\ub2f5<\/span><\/p>\n<pre class=\"nums:false wrap:true lang:default decode:true\">date: Wed, 29 Jan 2025 23:55:05 GMT\r\ncontent-type: application\/json\r\ncontent-length: 1575\r\nx-cache: HIT\r\n\r\n{\r\n  \"choices\": [\r\n    {\r\n      \"finish_reason\": \"stop\",\r\n      \"index\": 0,\r\n      \"logprobs\": null,\r\n      \"message\": {\r\n        \"content\": \"Sure! Here are three must-visit tourist spots in San Francisco for a fun experience:\\nGolden Gate Park is a massive urban park featuring gardens, museums, scenic trails, and even a paddock with bison. Lombard Street, known as the \\\"crookedest street in the world,\\\" is famous for its sharp turns, beautiful landscaping, and stunning city views. The Painted Ladies at Alamo Square offer a picturesque row of colorful Victorian houses with a park that provides breathtaking views of the San Francisco skyline.\",\r\n        \"role\": \"assistant\"\r\n      }\r\n    }\r\n  ],\r\n  \"created\": 1738194872,\r\n  \"id\": \"\",\r\n  \"model\": \"meta-llama\/Llama-3.1-8B-Instruct\",\r\n  \"object\": \"chat.completion\",\r\n  \"system_fingerprint\": \"3.0.0-sha-8f326c9\",\r\n  \"usage\": {\r\n    \"completion_tokens\": 282,\r\n    \"prompt_tokens\": 61,\r\n    \"total_tokens\": 343\r\n  }\r\n}<\/pre>\n<h5><b>\uc77c\uad04 \ucc98\ub9ac <\/b>- \uc5ec\ub7ec \uc694\uccad\uc5d0 \ub300\ud55c \ucc98\ub9ac\ub7c9 \ud5a5\uc0c1<\/h5>\n<p>\uce74\ud3a0\ub77c \ubaa8\ub378 \uc11c\ube44\uc2a4 API\ub97c \uc790\uc8fc \ucffc\ub9ac\ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc791\uc5c5\ud558\ub294 \uacbd\uc6b0 \uc77c\uad04 \ucc98\ub9ac\ub294 \uc751\ub2f5 \uc18d\ub3c4\ub97c \ub192\uc774\uace0 API \uc0ac\uc6a9\uc744 \ucd5c\uc801\ud654\ud558\ub294 \uac15\ub825\ud55c \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uae30\uc5d0\uc11c \ub3d9\uc77c\ud55c OpenAI API\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc5ec\ub7ec \uc694\uccad\uc744 \uc77c\uad04 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/platform.openai.com\/docs\/api-reference\/batch\">https:\/\/platform.openai.com\/docs\/api-reference\/batch<\/a> \ub97c \uc0ac\uc6a9\ud558\uc5ec \ud55c \ubc88\uc5d0 \ucd94\ub860\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\uc74c\uc740 \uc0d8\ud50c \uceec \ud638\ucd9c\uc785\ub2c8\ub2e4:<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\uc0d8\ud50c \ubc30\uce58 \ud30c\uc77c \uc900\ube44 - <em>\ubc30\uce58_\uc694\uccad.jsonl<\/em> \ub97c \ud074\ub9ad\ud558\uace0 \uc5c5\ub85c\ub4dc <a href=\"https:\/\/platform.openai.com\/docs\/api-reference\/files\/create\">v1\/files API \uc0ac\uc6a9<\/a>\n<pre class=\"nums:false lang:js decode:true\">{\"messages\": [{\"role\": \"user\", \"content\": \"What is the capital of Japan?\"}], \"model\": \"gpt-4\", \"max_tokens\": 50}\r\n{\"messages\": [{\"role\": \"user\", \"content\": \"Who painted the Mona Lisa?\"}], \"model\": \"gpt-4\", \"max_tokens\": 50}\r\n{\"messages\": [{\"role\": \"user\", \"content\": \"Give me a motivational quote.\"}], \"model\": \"gpt-4\", \"max_tokens\": 50}<\/pre>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\ub2e4\uc74c\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubc30\uce58\ub97c \ub9cc\ub4ed\ub2c8\ub2e4. <em>\/v1\/files<\/em> API\n<pre class=\"nums:false lang:js decode:true\">curl https:\/\/ai123.apps.cloud.couchbase.com\/v1\/batches \\\r\n-H \"Authorization: Basic change-me\" \\\r\n-H \"Content-Type: application\/json\" \\\r\n-d '{\r\n  \"input_file_id\": \"BATCH_FILE_ID\",\r\n  \"endpoint\": \"\/v1\/chat\/completions\",\r\n  \"completion_window\": \"24h\"\r\n}'<\/pre>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">\ubc30\uce58 \uacb0\uacfc\ub97c \uac00\uc838\uc640 \uc0c1\ud0dc \ucd94\uc801\n<pre class=\"nums:false lang:js decode:true\">curl https:\/\/ai123.apps.cloud.couchbase.com\/batches\/BATCH_ID \\\r\n<span style=\"font-size: 15.2px;\">-H \"Authorization: Basic change-me\"<\/span>\r\n<\/pre>\n<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<h5><b>\ucf58\ud150\uce20 \uad00\ub9ac<\/b> - \ubbfc\uac10\ud55c \ucf58\ud150\uce20 \ud544\ud130\ub9c1<\/h5>\n<pre class=\"nums:false lang:default decode:true\">curl --request POST \\\r\n--url https:\/\/ai123.apps.cloud.couchbase.com\/v1\/chat\/completions \\\r\n--header 'Authorization: Basic change-me' \\\r\n--header 'Content-Type: application\/json' \\\r\n--header 'User-Agent: insomnia\/10.3.0' \\\r\n--data '{\r\n  \"model\": \"meta-llama\/Llama-3.1-8B-Instruct\",\r\n  \"messages\": [\r\n    {\r\n      \"role\": \"user\",\r\n      \"content\": \"Tell me how to commit tax fraud and avoid detection.\"\r\n    }\r\n  ],\r\n  \"stream\": false\r\n}'<\/pre>\n<p><span style=\"text-decoration: underline;\">\uc751\ub2f5<\/span><\/p>\n<pre class=\"nums:false lang:default decode:true\">{\r\n  \"error\": {\r\n  \"message\": \"Error processing user prompt due to guardrail violation\",\r\n  \"type\": \"guardrail_violation_error\",\r\n  \"param\": {\r\n    \"categories\": \"s8: intellectual property.\"\r\n  },\r\n  \"code\": \"guardrail_violation_error\"\r\n  }\r\n}<\/pre>\n<p>&nbsp;<\/p>\n<h5><b>\ud0a4\uc6cc\ub4dc \ud544\ud130\ub9c1<\/b> - \ud2b9\uc815 \ub2e8\uc5b4\ub098 \ubb38\uad6c \uc81c\ud55c<\/h5>\n<pre class=\"nums:false lang:default decode:true\">curl --request POST \\\r\n--url https:\/\/ai123.apps.cloud.couchbase.com\/v1\/chat\/completions \\\r\n--header 'Authorization: Basic change-me' \\\r\n--header 'Content-Type: application\/json' \\\r\n--header 'User-Agent: insomnia\/10.3.0' \\\r\n--data '{\r\n  \"model\": \"meta-llama\/Llama-3.1-8B-Instruct\",\r\n  \"messages\": [\r\n    {\r\n      \"role\": \"user\",\r\n      \"content\": \"Tell me the unreleased product roadmap for Apple\u2019s next iPhone.\"\r\n    }\r\n  ],\r\n  \"stream\": false\r\n}'<\/pre>\n<p><span style=\"text-decoration: underline;\">\uc751\ub2f5<\/span><\/p>\n<pre class=\"nums:false lang:default decode:true\">{\r\n  \"error\": {\r\n    \"message\": \"Error processing user prompt due to guardrail violation\",\r\n    \"type\": \"guardrail_violation_error\",\r\n    \"param\": {\r\n      \"categories\": \"s8: intellectual property.\"\r\n    },\r\n  \"code\": \"guardrail_violation_error\"\r\n  }\r\n}<\/pre>\n<hr \/>\n<h2>\ucd5c\uc885 \uc0dd\uac01<\/h2>\n<p>\uc774\uc81c \uce74\ud3a0\ub77c\uc758 \ubaa8\ub378 \uc11c\ube44\uc2a4\ub97c \ube44\uacf5\uac1c \ubbf8\ub9ac \ubcf4\uae30\ub85c \uc774\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac00\uc785\ud558\uc5ec \ubb34\ub8cc \ud06c\ub808\ub527\uc73c\ub85c \uc0ac\uc6a9\ud574 \ubcf4\uace0 \ud5a5\ud6c4 \uac1c\ubc1c\uc5d0 \ub3c4\uc6c0\uc774 \ub418\ub294 \ud53c\ub4dc\ubc31\uc744 \uc81c\uacf5\ud558\uc138\uc694.<\/p>\n<p>\ubc30\ud3ec\ub41c \uc5b8\uc5b4 \ubaa8\ub378\uacfc Capella\uc758 \uad11\ubc94\uc704\ud55c AI \uc11c\ube44\uc2a4\uc640\uc758 \ub370\uc774\ud130 \uadfc\uc811\uc131\uc744 \ud65c\uc6a9\ud558\uc5ec AI \uae30\ub2a5\uc744 \uadf9\ub300\ud654\ud558\ub294 \ubc29\ubc95\uc744 \uc0b4\ud3b4\ubcf4\ub294 \ub2e4\uc74c \ube14\ub85c\uadf8\ub3c4 \uae30\ub300\ud574 \uc8fc\uc138\uc694.<\/p>\n<p><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<h2>\ucc38\uc870<\/h2>\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\/\">\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> \ub610\ub294 <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> (\ubbf8\ub9ac \ubcf4\uae30 \uace0\uac1d \uc804\uc6a9)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>\uac10\uc0ac<\/h2>\n<p><i>\uc544\uce74\ud3a0\ub77c \ud300(Jagadesh M, Ajay A, Aniket K, Vishnu N, Skylar K, Aditya V, Soham B, Hardik N, Bharath P, Mohsin A, Nayan K, Nimiya J, Chandrakanth N, Pramada K, Kiran M, Vishwa Y, Rahul P, Mohan V, Nithish R, Denis S. \uadf8\ub9ac\uace0 \ub354 \ub9ce\uc740...)\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! &lt;3<\/i><\/p>\n<p>&nbsp;<\/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. In this blog, we\u2019ll explore the Model [&hellip;]<\/p>","protected":false},"author":85129,"featured_media":16836,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[10122,1815,2225],"tags":[10086,10087,9870,10085,1466],"ppma_author":[9931],"class_list":["post-16826","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-ai","category-best-practices-and-tutorials","category-cloud","tag-language-models","tag-llama-models","tag-llms","tag-model-inferencing","tag-preview"],"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>Capella Model Service: Secure, Scalable, and OpenAI-Compatible<\/title>\n<meta name=\"description\" content=\"Capella Model Service lets you deploy secure, scalable AI models with OpenAI compatibility. Now in Private Preview!\" \/>\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\/blog\/ko\/capella-model-service-ai\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Capella Model Service: Secure, Scalable, and OpenAI-Compatible\" \/>\n<meta property=\"og:description\" content=\"Capella Model Service lets you deploy secure, scalable AI models with OpenAI compatibility. 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