{"id":5018,"date":"2025-10-31T12:38:02","date_gmt":"2025-10-31T19:38:02","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/ai-app-development\/"},"modified":"2025-10-31T12:38:02","modified_gmt":"2025-10-31T19:38:02","slug":"ai-app-development","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/ai-app-development\/","title":{"rendered":"AI \uc571 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4 \uc644\ubcbd \uac00\uc774\ub4dc"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><i>AI \uc571 \uac1c\ubc1c\uc740 \uace0\uc815\ub41c \uaddc\uce59\uc5d0\ub9cc \uc758\uc874\ud558\uae30\ubcf4\ub2e4\ub294 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ud559\uc2b5\ud558\uace0 \uc801\uc751\ud558\uba70 \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub294 \uc9c0\ub2a5\ud615 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ub2e4\uc591\ud55c \uc0b0\uc5c5 \uc804\ubc18\uc5d0\uc11c \uac1c\uc778\ud654 \uc5d4\uc9c4, \uc608\uce21 \ubd84\uc11d, \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP), \ucef4\ud4e8\ud130 \ube44\uc804, \uadf8\ub9ac\uace0 \ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654\ub97c \uad6c\ub3d9\ud569\ub2c8\ub2e4. \uadf8 \uc5ed\ub7c9\uc774 \uc0c1\ub2f9\ud55c \uc6b4\uc601 \ubc0f \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc0c1\uc758 \uc774\uc810\uc744 \uc81c\uacf5\ud558\ub294 \ud55c\ud3b8, \uac1c\ubc1c \uacfc\uc815\uc5d0\uc11c\ub294 \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \uc6b0\ub824, \uc54c\uace0\ub9ac\uc998 \ud3b8\ud5a5, \uc778\ud504\ub77c \uc694\uad6c \uc0ac\ud56d, \ud1b5\ud569 \ubcf5\uc7a1\uc131\uacfc \uac19\uc740 \uacfc\uc81c\ub3c4 \uc81c\uae30\ub429\ub2c8\ub2e4. \ud504\ub85c\uc138\uc2a4\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ubb38\uc81c \uc815\uc758\uc640 \ub370\uc774\ud130 \uc900\ube44\ubd80\ud130 \ubaa8\ub378 \ud559\uc2b5, \ubc30\ud3ec, \uc720\uc9c0\ubcf4\uc218\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uad6c\uc870\ud654\ub41c \ub2e8\uacc4\ub97c \ub530\ub985\ub2c8\ub2e4. \uac15\ub825\ud55c \ub3c4\uad6c\ub4e4\uacfc \uc0dd\uc131\ud615 AI, \uc5e3\uc9c0 \ucef4\ud4e8\ud305, \uc124\uba85 \uac00\ub2a5\ud55c AI(XAI)\uc640 \uac19\uc740 \uc9c4\ud654\ud558\ub294 \ud2b8\ub80c\ub4dc\uc758 \uc9c0\uc6d0\uc744 \ubc1b\uc544, \uc774 \ubd84\uc57c\ub294 \ud604\ub300 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uac00 \uad6c\ucd95\ub418\uace0 \ud655\uc7a5\ub418\ub294 \ubc29\uc2dd\uc744 \ube60\ub974\uac8c \ubcc0\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/i><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">AI \uc571 \uac1c\ubc1c\uc774\ub780?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uc571 \uac1c\ubc1c\uc740 \uc778\uacf5\uc9c0\ub2a5(AI) \ubc0f \uba38\uc2e0\ub7ec\ub2dd(ML) \ubaa8\ub378\uc744 \ud1b5\ud569\ud558\uc5ec \uc77c\ubc18\uc801\uc73c\ub85c \uc778\uac04\uc758 \uc9c0\ub2a5\uc774 \ud544\uc694\ud55c \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\ub294 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc791\uc5c5\uc5d0\ub294 \ub370\uc774\ud130 \ubd84\uc11d, \ubcf5\uc7a1\ud55c \ud328\ud134 \uc778\uc2dd, \uc608\uce21 \uc0dd\uc131 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4., <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/natural-language-programming\/\" target=\"_blank\" rel=\"noopener\">\uc790\uc5f0\uc5b4 \uc774\ud574<\/a>, \uadf8\ub9ac\uace0 \uba85\uc2dc\uc801\uc778 \uc7ac\ud504\ub85c\uadf8\ub798\ubc0d \uc5c6\uc774 \uc0c8\ub85c\uc6b4 \uc785\ub825\uc5d0 \uc801\uc751\ud558\ub294 \uac83.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uace0\uc815\ub41c \uc0ac\uc804 \uc791\uc131 \uaddc\uce59\uc744 \ub530\ub974\ub294 \uc804\ud1b5\uc801\uc778 \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc640 \ub2ec\ub9ac, \uc778\uacf5\uc9c0\ub2a5 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ud559\uc2b5\ud558\uace0 \uc9c4\ud654\ud569\ub2c8\ub2e4. \uc2e4\uc2dc\uac04\uc73c\ub85c \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud568\uc73c\ub85c\uc368 \uc751\ub2f5\uc744 \ub2e4\ub4ec\uace0, \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uba70, \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \ub354 \uc2a4\ub9c8\ud2b8\ud55c \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ud604\ub300 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c\uc5d0\uc11c AI\uac00 \uc911\uc694\ud55c \uc774\uc720<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc778\uacf5\uc9c0\ub2a5(AI)\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uad6c\ucd95\ub418\ub294 \ubc29\uc2dd\uacfc \uc0ac\uc6a9\uc790\uac00 \uae30\uc220\uacfc \uc0c1\ud638\uc791\uc6a9\ud558\ub294 \ubc29\uc2dd\uc744 \ubcc0\ud654\uc2dc\ucf30\uc2b5\ub2c8\ub2e4. \uba38\uc2e0\ub7ec\ub2dd, \ub525\ub7ec\ub2dd, \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub97c \ud65c\uc6a9\ud558\uc5ec \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc571\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>\uc9c1\uad00\uc801\uc778<\/b> \uc0ac\uc6a9\uc790\uc758 \ub2c8\uc988\ub97c \uc608\uce21\ud558\uace0 \uad00\ub828 \uc791\uc5c5\uc774\ub098 \ucf58\ud150\uce20\ub97c \ub178\ucd9c\ud569\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\ud6a8\uc728\uc801\uc778<\/b> \ubc18\ubcf5\uc801\uc774\uac70\ub098 \ubcf5\uc7a1\ud55c \uc5c5\ubb34 \ud504\ub85c\uc138\uc2a4\ub97c \uc790\ub3d9\ud654\ud558\uc138\uc694.<\/li>\n\n\n<li><b>\ub9de\ucda4\ud615<\/b> \uac1c\uc778\uc758 \uc120\ud638\ub3c4\uc640 \ud589\ub3d9\uc5d0 \ub9de\uac8c \uacbd\ud5d8\uc744 \ub9de\ucda4\ud654\ud558\uc138\uc694.<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc815\uc801 \ub17c\ub9ac\uc5d0\uc11c \ub3d9\uc801\uc774\uace0 \ub370\uc774\ud130 \uae30\ubc18\uc778 \uc2dc\uc2a4\ud15c\uc73c\ub85c\uc758 \uc774\ub7ec\ud55c \uc804\ud658\uc744 \ud1b5\ud574 \uc870\uc9c1\uc740 \ub2e4\uc74c\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc6b4\uc601 \ucd5c\uc801\ud654 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/real-time-databases\/\" target=\"_blank\" rel=\"noopener\">\uc2e4\uc2dc\uac04 \uc758\uc0ac\uacb0\uc815<\/a>.<\/li>\n\n\n<li>\uac1c\uc778\ud654\ub41c \uc778\ud130\ud398\uc774\uc2a4\uc640 \ucd94\ucc9c\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790 \ucc38\uc5ec\ub3c4\ub97c \ub192\uc785\ub2c8\ub2e4.<\/li>\n\n\n<li>\uc608\uce21 \uac00\ub2a5\ud558\uace0 \uc0c1\ud669\uc744 \uc778\uc2dd\ud558\ub294 \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc218\uc775 \ucc3d\ucd9c \uae30\ud68c\ub97c \uc5f4\uc5b4\ubcf4\uc138\uc694.<\/li>\n\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">AI \uc571 \uac1c\ubc1c \uc720use \ucf00\uc774\uc2a4: \uc0b0\uc5c5\ubcc4 \uc0ac\ub840<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc778\uacf5\uc9c0\ub2a5\uc758 \uc751\uc6a9 \ubd84\uc57c\ub294 \uc5ec\ub7ec \uc0b0\uc5c5\uacfc \uae30\uc220 \uc601\uc5ed\uc5d0 \uac78\uccd0 \uc788\uc2b5\ub2c8\ub2e4. \uad6c\uccb4\uc801\uc778 \ud65c\uc6a9 \uc0ac\ub840\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uac1c\uc778\ud654 \uc5d4\uc9c4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc804\uc790\uc0c1\uac70\ub798, \uc2a4\ud2b8\ub9ac\ubc0d \ubc0f \ucf58\ud150\uce20 \ud50c\ub7ab\ud3fc\uc740 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/ai-personalization\/\" target=\"_blank\" rel=\"noopener\">AI \uae30\ubc18 \uac1c\uc778\ud654 \uc5d4\uc9c4<\/a> \uc0ac\uc6a9\uc790 \ud589\ub3d9\uacfc \uc120\ud638\ub3c4\ub97c \ubd84\uc11d\ud558\uae30 \uc704\ud574. \ud0d0\uc0c9 \uae30\ub85d, \uad6c\ub9e4 \ub370\uc774\ud130, \uc0c1\ud638\uc791\uc6a9 \ud328\ud134\uc744 \ucc98\ub9ac\ud568\uc73c\ub85c\uc368 \uc774\ub7ec\ud55c \uc2dc\uc2a4\ud15c\uc740 \ub9de\ucda4\ud615 \uc0c1\ud488 \ucd94\ucc9c, \uc5c4\uc120\ub41c \ucf58\ud150\uce20, \uac1c\uc778\ud654\ub41c \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud558\uba70, \uc774\ub294 \ucc38\uc5ec\ub3c4, \uc720\uc9c0\uc728, \uc804\ud658\uc728\uc744 \uc9c1\uc811\uc801\uc73c\ub85c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc608\uce21 \ubd84\uc11d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uae08\uc735, \ud5ec\uc2a4\ucf00\uc5b4, \ubb3c\ub958\uc640 \uac19\uc740 \uc0b0\uc5c5\ub4e4\uc740 \ud65c\uc6a9\ud569\ub2c8\ub2e4 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/enterprise-analytics\/\" target=\"_blank\" rel=\"noopener\">\uc608\uce21 \ubd84\uc11d<\/a> \uacb0\uacfc\uc640 \ud2b8\ub80c\ub4dc\ub97c \uc608\uce21\ud558\uae30 \uc704\ud574, AI \ubaa8\ub378\uc740 \uacfc\uac70 \ub370\uc774\ud130\uc640 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \uc8fc\uac00 \ubcc0\ub3d9\uc744 \uc608\uce21\ud558\uace0, \uc704\ud5d8\uc5d0 \ucc98\ud55c \ud658\uc790\ub97c \uac10\uc9c0\ud558\uba70, \uc7ac\uace0 \uc218\uc900\uc744 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc120\uc81c\uc801 \uc9c0\ub2a5\uc740 \ub370\uc774\ud130 \uae30\ubc18 \uc758\uc0ac\uacb0\uc815\uacfc \ud5a5\uc0c1\ub41c \ube44\uc988\ub2c8\uc2a4 \uc608\uce21\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc790\uc5f0\uc5b4 \ucc98\ub9ac<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Siri, Alexa, ChatGPT\uc640 \uac19\uc740 \ucc57\ubd07, \uac00\uc0c1 \ube44\uc11c, \uace0\uac1d \uc9c0\uc6d0 \ub3c4\uad6c\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc778\uac04\uc758 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \uc751\ub2f5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c AI \uae30\ubc18 \ub300\ud654\ud615 \uc778\ud130\ud398\uc774\uc2a4\ub294 \uace0\uac1d \uc11c\ube44\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0, \uc751\ub2f5 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uba70, \uc804 \uc138\uacc4 \uc0ac\uc6a9\uc790\uc758 \uc811\uadfc\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ucef4\ud4e8\ud130 \ube44\uc804<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ucef4\ud4e8\ud130 \ube44\uc804\uc744 \ud1b5\ud574 AI\ub294 \uc571\uc774 \uc2dc\uac01 \uc815\ubcf4\ub97c \ud574\uc11d\ud558\uace0 \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc18c\uc15c \ubbf8\ub514\uc5b4 \ud50c\ub7ab\ud3fc\uc740 \uc548\uba74 \uc778\uc2dd\uacfc \uc790\ub3d9 \uc0ac\uc9c4 \ud0dc\uae45\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc18\uba74, \uc18c\ub9e4 \uc571\uc740 \uc0ac\uc6a9\uc790\uac00 \uc774\ubbf8\uc9c0\ub97c \uc5c5\ub85c\ub4dc\ud558\ub294 \uac83\ub9cc\uc73c\ub85c \uc81c\ud488\uc744 \ucc3e\uc744 \uc218 \uc788\uac8c \ud574\uc8fc\ub294 \uc2dc\uac01\uc801 \uac80\uc0c9 \uae30\ub2a5\uc744 \uad6c\ud604\ud569\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \uc2dc\uac01 \uc911\uc2ec\uc758 \uacbd\ud5d8 \uc804\ubc18\uc5d0\uc11c \ud3b8\uc758\uc131\uacfc \ucc38\uc5ec\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud504\ub85c\uc138\uc2a4 \uc790\ub3d9\ud654<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI\ub294 \ub370\uc774\ud130 \uc785\ub825\uacfc \ucf58\ud150\uce20 \uad00\ub9ac\ubd80\ud130 \uc790\uc6d0 \uc2a4\ucf00\uc904\ub9c1 \ubc0f \uc0ac\uae30 \ud0d0\uc9c0\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub0b4\uc758 \ubc18\ubcf5\uc801\uc778 \uc6b4\uc601 \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\ub294 \ub370 \ud0c1\uc6d4\ud569\ub2c8\ub2e4. \uc790\ub3d9\ud654\ub294 \ud6a8\uc728\uc131\uc744 \ub192\uc77c \ubfd0\ub9cc \uc544\ub2c8\ub77c \ud300\uc774 \ud601\uc2e0\uacfc \uc131\uc7a5\uc744 \uc8fc\ub3c4\ud558\ub294 \uc804\ub7b5\uc801\uc774\uace0 \uace0\ubd80\uac00\uac00\uce58\uc778 \uc774\ub2c8\uc154\ud2f0\ube0c\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\uc778\uacf5\uc9c0\ub2a5 \uc571 \uac1c\ubc1c \uacfc\uc81c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uc571 \uac1c\ubc1c\uc740 \uc7a0\uc7ac\ub825\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uc0c1\ub2f9\ud55c \uae30\uc220\uc801, \uc724\ub9ac\uc801 \uacfc\uc81c\ub97c \uc548\uaca8\uc90d\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uc640 \uc5d4\uc9c0\ub2c8\uc5b4\ub294 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/ai-data-management\/\" target=\"_blank\" rel=\"noopener\">\uc774\ub7ec\ud55c \ubcf5\uc7a1\uc131\uc744 \ud5e4\uccd0 \ub098\uac00\ub2e4<\/a> \uac15\ub825\ud558\uace0 \uc548\uc804\ud558\uba70 \ucc45\uc784 \uc788\ub294 AI \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud574.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>\ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc \ubc0f \ubcf4\uc548:<\/b> AI \ubaa8\ub378\uc740 \uc885\uc885 \ud6c8\ub828\uc744 \uc704\ud574 \ubc29\ub300\ud55c \uc591\uc758 \uc0ac\uc6a9\uc790 \ub370\uc774\ud130\ub97c \ud544\uc694\ub85c \ud558\uba70, \uc774\ub294 \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc\uc5d0 \ub300\ud55c \uc2ec\uac01\ud55c \uc6b0\ub824\ub97c \ubd88\ub7ec\uc77c\uc73c\ud0b5\ub2c8\ub2e4. \ub370\uc774\ud130\uac00 \uc548\uc804\ud558\uac8c, \uadf8\ub9ac\uace0 GDPR\uacfc \uac19\uc740 \uaddc\uc815\uc744 \uc644\uc804\ud788 \uc900\uc218\ud558\uc5ec \uc218\uc9d1, \uc800\uc7a5 \ubc0f \ucc98\ub9ac\ub418\ub3c4\ub85d \ubcf4\uc7a5\ud558\ub294 \uac83\uc740 \uac00\uc7a5 \uc911\uc694\ud55c \uacfc\uc81c\uc785\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\uc54c\uace0\ub9ac\uc998 \ud3b8\ud5a5:<\/b> \ud559\uc2b5 \ub370\uc774\ud130\uc14b\uc5d0 \ub0b4\uc7ac\ub41c \ud3b8\ud5a5\uc774 \ud3ec\ud568\ub418\uc5b4 \uc788\ub294 \uacbd\uc6b0, \uacb0\uacfc\ub85c \uc0dd\uc131\ub418\ub294 AI \ubaa8\ub378\uc740 \uadf8\ub7ec\ud55c \ud3b8\ud5a5\uc744 \uc601\uc18d\ud654\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc99d\ud3ed\uc2dc\ud0ac \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ucc44\uc6a9, \uc2e0\uc6a9 \ud3c9\uac00, \ubc95 \uc9d1\ud589\uacfc \uad00\ub828\ub41c \ubbfc\uac10\ud55c \uc601\uc5ed\uc5d0\uc11c \ubd88\uacf5\uc815\ud558\uac70\ub098 \ucc28\ubcc4\uc801\uc778 \uacb0\uacfc\ub97c \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud3b8\ud5a5\uc744 \uc644\ud654\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc138\uc2ec\ud55c \ub370\uc774\ud130 \uc218\uc9d1 \ud504\ub85c\ud1a0\ucf5c\uacfc \uc9c0\uc18d\uc801\uc778 \ubaa8\ub378 \uac10\uc0ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\ub9ac\uc18c\uc2a4 \uc694\uad6c \uc0ac\ud56d:<\/b> \ubcf5\uc7a1\ud55c \ub525\ub7ec\ub2dd \ubaa8\ub378\uc758 \ud6c8\ub828\uc740 \uc0c1\ub2f9\ud55c \uc5f0\uc0b0 \ub2a5\ub825\uc744 \uc694\uad6c\ud558\ub294 \uacc4\uc0b0 \uc9d1\uc57d\uc801 \uacfc\uc815\uc774\uba70 (\uc8fc\ub85c <a href=\"https:\/\/cloud.google.com\/discover\/gpu-for-ai\" target=\"_blank\" rel=\"noopener\">GPU<\/a> \ub610\ub294 <a href=\"https:\/\/cloud.google.com\/tpu\/docs\/intro-to-tpu\" target=\"_blank\" rel=\"noopener\">TPU<\/a>) \ubc0f \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\ub294 \uad11\ubc94\uc704\ud55c \uc778\ud504\ub77c\uc5d0 \uc811\uadfc\ud560 \uc218 \uc5c6\ub294 \uc870\uc9c1\uc5d0\uac8c \uc0c1\ub2f9\ud55c \uc7a5\ubcbd\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\ubaa8\ub378 \ud574\uc11d \uac00\ub2a5\uc131<\/b> \ub9ce\uc740 \uace0\uae09 AI \ubaa8\ub378, \ud2b9\ud788 \uc2ec\uce35 \uc2e0\uacbd\ub9dd\uc740 \u201c<a href=\"https:\/\/www.ibm.com\/think\/topics\/black-box-ai\" target=\"_blank\" rel=\"noopener\">\ube14\ub799\ubc15\uc2a4<\/a>,\uacb0\uacfc\uc5d0 \ub3c4\ub2ec\ud55c \uacfc\uc815\uc744 \uba85\ud655\ud788 \uc124\uba85\ud558\uae30 \uc5b4\ub835\uac8c \ub9cc\ub4e0\ub2e4. \uc774\ub7ec\ud55c \ud574\uc11d \uac00\ub2a5\uc131, \uc989 \u201d\uc124\uba85 \uac00\ub2a5\uc131'\uc758 \ubd80\uc871\uc740 \ucc45\uc784\uc131\uacfc \ud22c\uba85\uc131\uc774 \ud544\uc218\uc801\uc778 \uae08\uc735 \ubc0f \uc758\ub8cc\uc640 \uac19\uc740 \uaddc\uc81c \uc0b0\uc5c5\uc5d0\uc11c \uc8fc\uc694 \uac78\ub9bc\ub3cc\uc774\ub2e4.<\/li>\n\n\n<li><b>\ud1b5\ud569 \ubc0f \ubc30\ud3ec \ubcf5\uc7a1\uc131:<\/b> \ud559\uc2b5\ub41c \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378\uc744 \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \ud504\ub85c\ub355\uc158 \uc218\uc900\uc758 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud1b5\ud569\ud558\ub294 \uac83\uc740 \ubcf5\uc7a1\ud55c \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \uc791\uc5c5\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uac15\ub825\ud55c API \uc0dd\uc131, \ubaa8\ub378 \ubc84\uc804 \uad00\ub9ac \uad6c\ud604, \uadf8\ub9ac\uace0 \ubaa8\ub378 \uc800\ud558\ub97c \uac10\uc9c0\ud558\uace0 \uc644\ud654\ud558\uae30 \uc704\ud55c \uc2e4\uc2dc\uac04 \uc131\ub2a5 \ubaa8\ub2c8\ud130\ub9c1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/li>\n\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">AI \uc571 \uac1c\ubc1c \ubc29\ubc95: \ub2e8\uacc4\ubcc4 \uac00\uc774\ub4dc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uad6c\uc870\ud654\ub41c \ubc29\ubc95\ub860\uc740 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1\uc758 \ubcf5\uc7a1\uc131\uc744 \ud0d0\uc0c9\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. AI \uc571\uc744 \uac1c\ubc1c\ud558\ub294 \uae30\uc220 \ud300\uc758 \uacbd\uc6b0, \uc774 \ud504\ub85c\uc138\uc2a4\ub294 \ud504\ub85c\uc81d\ud2b8\ub97c \ucd08\uae30 \uac1c\ub150\uc5d0\uc11c \uae30\ub2a5\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc73c\ub85c \uc548\ub0b4\ud558\ub294 \ub3c5\ud2b9\ud558\uace0 \uc21c\ucc28\uc801\uc778 \ub2e8\uacc4\ub85c \uc138\ubd84\ud654\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><b>\uc544\uc774\ub370\uc774\uc158 \ubc0f \ubb38\uc81c \uc815\uc758:<\/b> \ucd08\uae30 \ub2e8\uacc4\ub294 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ud574\uacb0\ud560 \ubb38\uc81c\ub97c \uba85\ud655\ud558\uac8c \uc815\uc758\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc774\ub294 AI\uac00 \uac1c\uc120\ud558\uac70\ub098 \uc790\ub3d9\ud654\ud560 \uc218 \uc788\ub294 \uc791\uc5c5\uc744 \uc2dd\ubcc4\ud558\uace0, \uc6d0\ud558\ub294 \uacb0\uacfc\ub97c \uc124\uc815\ud558\uba70, \uc131\uacf5\uc744 \uc815\ub7c9\uc801\uc73c\ub85c \uce21\uc815\ud558\uae30 \uc704\ud55c \ud575\uc2ec \uc131\uacfc \uc9c0\ud45c(KPI)\ub97c \uc9c0\uc815\ud558\ub294 \uac83\uc744 \uc694\uad6c\ud569\ub2c8\ub2e4.<\/li>\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/data-preprocessing-in-machine-learning\/\" target=\"_blank\" rel=\"noopener\"><b>\ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc900\ube44<\/b><\/a><b>:<\/b> AI \ubaa8\ub378\uc758 \uc131\ub2a5\uc740 \ud559\uc2b5 \ub370\uc774\ud130\uc758 \ud488\uc9c8\uc5d0 \uc9c1\uc811\uc801\uc73c\ub85c \uc88c\uc6b0\ub429\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\uc5d0\ub294 \uad00\ub828 \ub370\uc774\ud130\uc14b\uc758 \uc18c\uc2f1, \uc218\uc9d1 \ubc0f \uc815\uc81c\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \ub370\uc774\ud130 \uc900\ube44\uc5d0\ub294 \uacb0\uce21\uac12 \ucc98\ub9ac\uac00 \ud3ec\ud568\ub418\uba70, <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/normalization-vs-denormalization\/\" target=\"_blank\" rel=\"noopener\">\ub370\uc774\ud130 \uc815\uaddc\ud654<\/a>, \uc774\uc0c1\uce58 \uc81c\uac70, \uadf8\ub9ac\uace0 \ubaa8\ub378 \uc785\ub825\uc5d0 \uc801\ud569\ud55c \ud615\uc2dd\uc73c\ub85c \ub370\uc774\ud130\ub97c \ubcc0\ud658\ud558\ub294 \uc791\uc5c5\uc785\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\ub294 \uc804\uccb4 \uc218\uba85 \uc8fc\uc0ac\uc5d0\uc11c \uac00\uc7a5 \uc2dc\uac04\uc774 \ub9ce\uc774 \uc18c\uc694\ub418\ub294 \uacbd\uc6b0\uac00 \ube48\ubc88\ud569\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\ubaa8\ub378 \uc120\ud0dd \ubc0f \ud559\uc2b5:<\/b> \ubb38\uc81c \uc815\uc758\uc5d0 \ub530\ub77c \uc801\uc808\ud55c \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4. \uc774\ub294 \uae30\ubcf8 \uc608\uce21\uc744 \uc704\ud55c \ub2e8\uc21c\ud55c \uc120\ud615 \ud68c\uadc0 \ubaa8\ub378\ubd80\ud130 \uc774\ubbf8\uc9c0 \ubd84\uc11d\uc744 \uc704\ud55c \ubcf5\uc7a1\ud55c \ud569\uc131\uacf1 \uc2e0\uacbd\ub9dd(CNN)\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc120\ud0dd\ub41c \ubaa8\ub378\uc740 \uc900\ube44\ub41c \ub370\uc774\ud130\uc14b\uc73c\ub85c \ud559\uc2b5\ub429\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130\ub97c \ud6c8\ub828, \uac80\uc99d, \ud14c\uc2a4\ud2b8 \uc138\ud2b8\ub85c \ubd84\ud560\ud558\uc5ec \ucd5c\uc801\uc758 \uc131\ub2a5\uc744 \uc704\ud574 \ubaa8\ub378\uc758 \ud558\uc774\ud37c\ud30c\ub77c\ubbf8\ud130\ub97c \ud3c9\uac00\ud558\uace0 \ud29c\ub2dd\ud558\ub294 \uacfc\uc815\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\ubaa8\ub378 \ud3c9\uac00:<\/b> \uc77c\ub2e8 \ud559\uc2b5\uc774 \uc644\ub8cc\ub418\uba74, \ubaa8\ub378\uc758 \uc815\ud655\ub3c4, \uc815\ubc00\ub3c4, \uc7ac\ud604\uc728 \ubc0f \uae30\ud0c0 \uad00\ub828 \uc9c0\ud45c\ub97c \ud3c9\uac00\ud558\uae30 \uc704\ud574 \ubcf4\uc9c0 \uc54a\uc740 \ud14c\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ub300\uc0c1\uc73c\ub85c \uc5c4\uaca9\ud558\uac8c \ud3c9\uac00\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\ub294 \ubaa8\ub378\uc774 \uc0c8\ub86d\uace0 \uc2e4\uc81c\uc801\uc778 \ub370\uc774\ud130\uc5d0 \ud6a8\uacfc\uc801\uc73c\ub85c \uc77c\ubc18\ud654\ub418\uba70 \uc0ac\uc804\uc5d0 \uc815\uc758\ub41c \ud575\uc2ec \uc131\uacfc \uc9c0\ud45c(KPI)\ub97c \ucda9\uc871\ud558\ub294\uc9c0 \uac80\uc99d\ud569\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\ubc30\ud3ec \ubc0f \ud1b5\ud569:<\/b> \uc131\uacf5\uc801\uc778 \uac80\uc99d \ud6c4, \ud559\uc2b5\ub41c \ubaa8\ub378\uc740 \uc6b4\uc601 \ud658\uacbd\uc5d0 \ubc30\ud3ec\ub429\ub2c8\ub2e4. \uc774\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ubaa8\ub378\uc744 \ucee8\ud14c\uc774\ub108\ud654\ud558\uace0 \ub178\ucd9c\uc2dc\ud0a4\ub294 \uacfc\uc815\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/api-vs-sdk\/\" target=\"_blank\" rel=\"noopener\">API\ub97c \ud1b5\ud574<\/a> \ud074\ub77c\uc774\uc5b8\ud2b8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ucffc\ub9ac\ud560 \uc218 \uc788\ub294. \ubaa8\ub378\uc740 \uc628\ud504\ub808\ubbf8\uc2a4\uc774\ub4e0 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c\uc774\ub4e0 \uc0c1\uad00\uc5c6\uc774 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ubc31\uc5d4\ub4dc \uc778\ud504\ub77c\uc5d0 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uc720\uc9c0\ubcf4\uc218:<\/b> AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \ubaa8\ub378\uc758 \uc608\uce21 \uc131\ub2a5\uc774 \uc800\ud558\ub418\uc9c0 \uc54a\ub3c4\ub85d \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1\uc774 \ud544\uc694\ud558\uba70, \uc774\ub294 \ubaa8\ub378 \ub4dc\ub9ac\ud504\ud2b8(model drift)\ub85c \uc54c\ub824\uc9c4 \ud604\uc0c1\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc608\uce21 \ub85c\uae45, \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130 \uc218\uc9d1, \uadf8\ub9ac\uace0 \uc815\ud655\uc131\uacfc \uad00\ub828\uc131\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud55c \uc8fc\uae30\uc801\uc778 \ubaa8\ub378 \uc7ac\ud559\uc2b5 \ud30c\uc774\ud504\ub77c\uc778 \uad6c\ucd95\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/li>\n\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">AI \uc571 \uac1c\ubc1c \ub3c4\uad6c \ubc0f \ud504\ub808\uc784\uc6cc\ud06c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uac15\ub825\ud55c \uc0dd\ud0dc\uacc4\uac00 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/framework-vs-platform\/\" target=\"_blank\" rel=\"noopener\">\ud504\ub808\uc784\uc6cc\ud06c, \ub77c\uc774\ube0c\ub7ec\ub9ac, \uadf8\ub9ac\uace0 \ud50c\ub7ab\ud3fc<\/a> \uc5d4\ub4dc\ud22c\uc5d4\ub4dc AI \uac1c\ubc1c \ub77c\uc774\ud504\uc0ac\uc774\ud074\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc62c\ubc14\ub978 AI \uc571 \uac1c\ubc1c \ub3c4\uad6c\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \uac1c\ubc1c \ud6a8\uc728\uc131\uacfc \uc6b4\uc601 \ud655\uc7a5\uc131\uc744 \ub2ec\uc131\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>\ud150\uc11c\ud50c\ub85c\uc6b0<\/b> \uad6c\uae00\uc758 \uc624\ud508\uc18c\uc2a4 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc778 \ud150\uc11c\ud50c\ub85c\uc6b0(TensorFlow)\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378, \ud2b9\ud788 \uc2ec\uce35 \uc2e0\uacbd\ub9dd\uc744 \uad6c\ucd95\ud558\uace0 \ud6c8\ub828\ud558\uae30 \uc704\ud55c \ucd5c\uace0\uc758 \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ud3ec\uad04\uc801\uc778 \ubb38\uc11c, \uc720\uc5f0\ud55c \uc0dd\ud0dc\uacc4(TensorFlow.js \ubc0f TensorFlow Lite \ud3ec\ud568), \uadf8\ub9ac\uace0 \uac15\ub825\ud55c \ucee4\ubba4\ub2c8\ud2f0 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud558\uc5ec \ud504\ub85c\ub355\uc158 \uc218\uc900\uc758 \uc2dc\uc2a4\ud15c\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\ud30c\uc774\ud1a0\uce58<\/b> \uba54\ud0c0 AI\uac00 \uac1c\ubc1c\ud55c \ud30c\uc774\ud1a0\uce58(PyTorch)\ub294 \ud30c\uc774\uc36c \uc911\uc2ec\uc758 \uc124\uacc4\uc640 \uc0ac\uc6a9 \ud3b8\uc758\uc131\uc73c\ub85c \uc720\uba85\ud55c \uc120\ub3c4\uc801\uc778 \uc624\ud508\uc18c\uc2a4 \uba38\uc2e0\ub7ec\ub2dd(ML) \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. \ubaa8\ub378 \ud504\ub85c\ud1a0\ud0c0\uc774\ud551\uacfc \uc2e4\ud5d8 \uacfc\uc815\uc5d0\uc11c \ud5a5\uc0c1\ub41c \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud558\ub294 \ub3d9\uc801 \uc5f0\uc0b0 \uadf8\ub798\ud504 \ub355\ubd84\uc5d0 \uc5f0\uad6c \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c \ub9e4\uc6b0 \uc120\ud638\ub429\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\uc0ac\uc774\ud0b7\ub7f0:<\/b> \uace0\uc804\uc801\uc778 \uba38\uc2e0 \uc54c\uace0\ub9ac\uc998 \uc791\uc5c5\uc5d0\uc11c \uc0ac\uc774\ud0b7\ub7f0(scikit-learn)\uc740 \uc5c6\uc5b4\uc11c\ub294 \uc548 \ub420 \ud30c\uc774\uc36c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \uc774 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uac04\ub2e8\ud558\uace0 \ud6a8\uc728\uc801\uc778 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/data-mining-techniques\/\" target=\"_blank\" rel=\"noopener\">\ub370\uc774\ud130 \ub9c8\uc774\ub2dd<\/a> \ubd84\ub958, \ud68c\uadc0, \uad70\uc9d1\ud654, \ucc28\uc6d0 \ucd95\uc18c\ub97c \uc704\ud55c \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uc81c\uacf5\ud558\ub294 \ubd84\uc11d \uae30\ub2a5\ub3c4 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 AI \uc11c\ube44\uc2a4:<\/b> \uc8fc\uc694 \ud074\ub77c\uc6b0\ub4dc \uc81c\uacf5\uc5c5\uccb4\ub4e4\uc740 \uc778\ud504\ub77c\uc758 \ubcf5\uc7a1\uc131\uc744 \ucd94\uc0c1\ud654\ud558\uace0 \uac1c\ubc1c\uc5d0\uc11c \ubc30\ud3ec\uae4c\uc9c0\uc758 \ud30c\uc774\ud504\ub77c\uc778\uc744 \uac00\uc18d\ud654\ud558\ub294 \uad00\ub9ac\ud615 AI\/ML \uc11c\ube44\uc2a4 \uc2a4\uc704\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.\n<ul>\n<li aria-level=\"2\"><b>\uad6c\uae00 AI \ud50c\ub7ab\ud3fc<\/b> Google Cloud Platform(GCP)\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd(ML) \ubaa8\ub378\uc744 \uad6c\ucd95, \ubc30\ud3ec \ubc0f \uad00\ub9ac\ud558\uae30 \uc704\ud55c \ud3ec\uad04\uc801\uc778 \uc2a4\uc704\ud2b8\ub85c, \ub2e4\ub978 GCP \uc11c\ube44\uc2a4\ub4e4\uacfc\uc758 \uc6d0\ud65c\ud55c \ud1b5\ud569\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n<li aria-level=\"2\"><b>\uc544\ub9c8\uc874 \uc138\uc774\uc9c0\uba54\uc774\ucee4<\/b> \uac1c\ubc1c\uc790\uac00 \ubaa8\ub4e0 \uaddc\ubaa8\uc5d0\uc11c \uba38\uc2e0\ub7ec\ub2dd(ML) \ubaa8\ub378\uc744 \uad6c\ucd95, \ud6c8\ub828 \ubc0f \ubc30\ud3ec\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 AWS\uc758 \uc644\uc804 \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4.<\/li>\n<li aria-level=\"2\"><b>\ub9c8\uc774\ud06c\ub85c\uc18c\ud504\ud2b8 \uc560\uc800 \uba38\uc2e0\ub7ec\ub2dd<\/b> Azure \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \uc5d4\ub4dc\ud22c\uc5d4\ub4dc \uba38\uc2e0\ub7ec\ub2dd \uc218\uba85 \uc8fc\uae30\ub97c \uad00\ub9ac\ud558\uae30 \uc704\ud55c \uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 \uc11c\ube44\uc2a4\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<\/li>\n\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">AI \uc571 \uac1c\ubc1c\uc758 \ubbf8\ub798<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uc571 \uac1c\ubc1c\uc758 \ubbf8\ub798\ub294 \uadf8 \uc5b4\ub290 \ub54c\ubcf4\ub2e4 \ube60\ub974\uac8c \uc804\uac1c\ub418\uace0 \uc788\uc73c\uba70, \uae30\uc5c5\uc774 \uc9c0\ub2a5\ud615 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc194\ub8e8\uc158\uc744 \uc124\uacc4, \uad6c\ucd95, \ubc30\ud3ec\ud558\ub294 \ubc29\uc2dd\uc744 \uc7ac\uc815\uc758\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5\uc774 \uacc4\uc18d\ud574\uc11c \uc9c4\ud654\ud568\uc5d0 \ub530\ub77c, \uc5ec\ub7ec \ud68d\uae30\uc801\uc778 \uae30\uc220\ub4e4\uc774 \ucc28\uc138\ub300 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ubc29\ud5a5\uc744 \uc124\uc815\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc758 AI \ud2b8\ub80c\ub4dc\ub294 \ud601\uc2e0\uc774 \ud5a5\ud558\uace0 \uc788\ub294 \ubc29\ud5a5\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>\uc0dd\uc131\ud615 AI<\/b> <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/large-language-models-explained\/\" target=\"_blank\" rel=\"noopener\">\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378<\/a> \uc778\uac04\uacfc \uc720\uc0ac\ud55c \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc18c\uc2a4 \ucf54\ub4dc\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \uc0c8\ub85c\uc6b4 \ub4f1\uae09\uc758 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac00\ub2a5\ud558\uac8c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ucf58\ud150\uce20 \uc0dd\uc131, \uc790\ub3d9\ud654\ub41c \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c, \ucd08\uac1c\uc778\ud654\ub41c \uc0ac\uc6a9\uc790 \uc0c1\ud638\uc791\uc6a9 \ubd84\uc57c\uc758 \ud601\uc2e0\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\uc5e3\uc9c0 AI<\/b> \uc9c0\uc5f0 \uc2dc\uac04\uc744 \ucd5c\uc18c\ud654\ud558\uace0, \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc\ub97c \uac15\ud654\ud558\uba70, \ub300\uc5ed\ud3ed \uc18c\ubaa8\ub97c \uc904\uc774\uae30 \uc704\ud574, \ub354 \ub9ce\uc740 AI \ucc98\ub9ac\uac00 \uc911\uc559 \uc9d1\uc911\uc2dd \ud074\ub77c\uc6b0\ub4dc \uc11c\ubc84\uc5d0\uc11c \uc2a4\ub9c8\ud2b8\ud3f0 \ubc0f IoT \uc13c\uc11c\uc640 \uac19\uc740 \uc5e3\uc9c0 \ub514\ubc14\uc774\uc2a4\ub85c \uc774\ub3d9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/edge-ai\/\" target=\"_blank\" rel=\"noopener\">\uc5e3\uc9c0 AI<\/a> \uc7a5\uce58 \uc704\uc5d0\uc11c \uc9c1\uc811 \uc2e4\uc2dc\uac04 \ucd94\ub860\uc744 \uc6a9\uc774\ud558\uac8c \ud558\uc5ec, \uc624\ud504\ub77c\uc778 \uae30\ub2a5\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\uc0ac\uc774\ubc84 \ubcf4\uc548\uc744 \uc704\ud55c AI:<\/b> \uc778\uacf5\uc9c0\ub2a5\uc740 ~\uc758 \ud544\uc218\uc801\uc778 \ubd80\ubd84\uc774 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4 <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/modern-data-platforms-financial-services\/\" target=\"_blank\" rel=\"noopener\">\ud604\ub300\uc801 \uc0ac\uc774\ubc84 \ubcf4\uc548 \ud0dc\uc138<\/a> \uc2e4\uc2dc\uac04\uc73c\ub85c \uc704\ud611\uc744 \uc2dd\ubcc4\ud558\uace0 \uc644\ud654\ud558\uae30 \uc704\ud574. AI \uae30\ubc18 \ubcf4\uc548 \uae30\ub2a5\uc740 \uc774\uc0c1 \ud589\uc704\ub97c \ud0d0\uc9c0\ud558\uace0, \uc0c8\ub85c\uc6b4 \uba40\uc6e8\uc5b4 \uc2dc\uadf8\ub2c8\ucc98\ub97c \uc2dd\ubcc4\ud558\uba70, \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub0b4\uc758 \uc0ac\uae30 \ud589\uc704\ub97c \ubc29\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\uc124\uba85 \uac00\ub2a5\ud55c AI<\/b> \uc778\uacf5\uc9c0\ub2a5(AI) \uc2dc\uc2a4\ud15c\uc774 \ub354\uc6b1 \uc784\ubb34 \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ub9e1\uac8c \ub418\uba74\uc11c, \ud22c\uba85\uc131\uacfc \ud574\uc11d \uac00\ub2a5\uc131\uc5d0 \ub300\ud55c \uc694\uad6c\uac00 \uac70\uc138\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. XAI(\uc124\uba85 \uac00\ub2a5\ud55c \uc778\uacf5\uc9c0\ub2a5)\ub294 \ubaa8\ub378\uc758 \uacb0\uc815\uc744 \uc778\uac04 \uc6b4\uc601\uc790\uac00 \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \ub9cc\ub4dc\ub294 \uae30\ubc95 \uac1c\ubc1c\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 \uc2e0\ud765 \ubd84\uc57c\ub85c, \uc774\ub294 \uc2e0\ub8b0 \uad6c\ucd95\uacfc \uaddc\uc81c \uc900\uc218\ub97c \ubcf4\uc7a5\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\uc8fc\uc694 \uc694\uc810 \ubc0f \uc790\ub8cc<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uc571 \uac1c\ubc1c\uc740 \ub370\uc774\ud130 \uacfc\ud559, \uba38\uc2e0\ub7ec\ub2dd, \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uacf5\ud559\uc744 \uc735\ud569\ud558\uc5ec \uc9c0\ub2a5\uc801\uc774\uace0 \uc801\uc751\uc131\uc774 \ub6f0\uc5b4\ub098\uba70 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\ub294 \ub2e4\ud559\uc81c\uc801 \ubd84\uc57c\uc785\ub2c8\ub2e4. AI \uae30\ubc18 \uc194\ub8e8\uc158\uc758 \uc131\uacf5\uc740 \uc138 \uac00\uc9c0 \uae30\ub465\uc5d0 \ub2ec\ub824 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>\uace0\ud488\uc9c8 \ub370\uc774\ud130:<\/b> \uc815\ud655\ud55c \uc608\uce21\uc744 \uc704\ud574\uc11c\ub294 \uae68\ub057\ud558\uace0 \ub2e4\uc591\ud558\uba70 \ub300\ud45c\uc131\uc744 \uac00\uc9c4 \ub370\uc774\ud130\uc14b\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\uc798 \uc124\uacc4\ub41c \ubaa8\ub378 \uc544\ud0a4\ud14d\ucc98:<\/b> \ube44\uc988\ub2c8\uc2a4 \ub610\ub294 \uae30\uc220\uc801 \ubb38\uc81c\uc5d0 \ubaa8\ub378 \uc120\ud0dd\uc744 \ub9de\ucd94\ub294 \uac83\uc740 \uad00\ub828\uc131 \uc788\ub294 \uacb0\uacfc\ub97c \uc5bb\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n\n<li><b>\uac15\ub825\ud55c \ubc30\ud3ec \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \uc804\ub7b5:<\/b> \ubaa8\ub378\uc774 \uc2e4\uc81c \ud658\uacbd\uc5d0\uc11c \uc2e0\ub8b0\ud560 \uc218 \uc788\uac8c \uc791\ub3d9\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud558\ub294 \uac83\uc740 \ud3b8\ud5a5\uc744 \uc644\ud654\ud558\uace0 \uc815\ud655\ub3c4\ub97c \uc720\uc9c0\ud558\ub294 \ub370 \uc911\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uae30\uc220\uc774 \uacc4\uc18d \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c, \uc774\ub7ec\ud55c \uad00\ud589\uc744 \uc219\ub2ec\ud55c \uc5d4\uc9c0\ub2c8\uc5b4\uc640 \ub370\uc774\ud130 \uacfc\ud559\uc790\ub294 \uce21\uc815 \uac00\ub2a5\ud55c \uc0ac\uc6a9\uc790 \ubc0f \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\ub97c \uc81c\uacf5\ud558\ub294 \uace0\uc601\ud5a5\ub825 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ucc3d\ucd9c\ud560 \uc218 \uc788\ub294 \uc704\uce58\uc5d0 \uc11c\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad00\ub828 \uc8fc\uc81c\uc5d0 \ub300\ud574 \uacc4\uc18d\ud574\uc11c \ud559\uc2b5\ud558\ub824\uba74 \uc544\ub798 \ub9ac\uc18c\uc2a4\ub97c \uac80\ud1a0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/generative-ai-development\/\" target=\"_blank\" rel=\"noopener\">\uc0dd\uc131\ud615 AI \uac1c\ubc1c \uac00\uc774\ub4dc \u2013 \ube14\ub85c\uadf8<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/ai-services\/\" target=\"_blank\" rel=\"noopener\">\uce74\ud3a0\ub77c AI \uc11c\ube44\uc2a4 \u2013 \uc81c\ud488<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/capella-iq-reference-architecture\/\" target=\"_blank\" rel=\"noopener\">Couchbase Capella\ub85c \uc0dd\uc131\ud615 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad6c\ucd95\ud558\uae30 \u2013 \ube14\ub85c\uadf8<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/use-cases\/edge-computing\/\" target=\"_blank\" rel=\"noopener\">\ubaa8\ubc14\uc77c \ubc0f IoT \uc571\uc744 \uc704\ud55c \uc5e3\uc9c0 AI \u2013 \uc720\uc2a4\ucf00\uc774\uc2a4<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/developers\/artificial-intelligence\/\" target=\"_blank\" rel=\"noopener\">AI \uac1c\ubc1c\uc790\ub97c \uc704\ud55c \uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uce74\ud3a0\ub77c \u2013 \uac1c\ubc1c\uc790 \ud5c8\ube0c<\/a><\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><b>AI\ub294 \uc571\uc5d0\uc11c \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc5b4\ub5bb\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub098\uc694?<\/b> AI\ub294 \uac1c\uc778\ud654\ub41c \ucf58\ud150\uce20 \uc81c\uacf5, \uc791\uc5c5 \uc790\ub3d9\ud654, \ucc57\ubd07 \uc9c0\uc6d0 \uc81c\uacf5, \uadf8\ub9ac\uace0 \uac1c\uc778\uc758 \uc120\ud638\ub3c4\uc5d0 \ub9de\ucd98 \uc778\ud130\ud398\uc774\uc2a4 \uc870\uc815\uc744 \ud1b5\ud574 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uba70, \uc774\ub97c \ud1b5\ud574 \ub354\uc6b1 \uc9c1\uad00\uc801\uc778 \uc0c1\ud638\uc791\uc6a9\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\ud604\ub300 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uac00\uc7a5 \ud754\ud55c \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\ub2a5\ub4e4\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/b> \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc77c\ubc18\uc801\uc778 AI \uae30\ub2a5\uc5d0\ub294 \uac1c\uc778\ud654\ub41c \ucd94\ucc9c \uc5d4\uc9c4, \uc74c\uc131 \ube44\uc11c, \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ucc57\ubd07, \uc774\ubbf8\uc9c0 \uc778\uc2dd\uc744 \uc704\ud55c \ucef4\ud4e8\ud130 \ube44\uc804, \uc608\uce21 \ud14d\uc2a4\ud2b8 \uc785\ub825\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uc778\uacf5\uc9c0\ub2a5(AI) \uc571\uc774 \uc624\ud504\ub77c\uc778\uc5d0\uc11c\ub3c4 \uc791\ub3d9\ud560 \uc218 \uc788\ub098\uc694, \uc544\ub2c8\uba74 \ud074\ub77c\uc6b0\ub4dc \uc5f0\uacb0\uc774 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\ucf54\ud2c0\ub9b0\uc740 TensorFlow Lite \ubc0f Core ML\uacfc \uac19\uc740 \ubaa8\ubc14\uc77c \uc804\uc6a9 \uba38\uc2e0\ub7ec\ub2dd \ud504\ub808\uc784\uc6cc\ud06c\uc640 \ud568\uaed8 \uc0ac\uc6a9\ub418\uc5b4 \ub124\uc774\ud2f0\ube0c \ubaa8\ubc14\uc77c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ubc30\ud3ec\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uc778\uacf5\uc9c0\ub2a5 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud61c\ud0dd\uc744 \uac00\uc7a5 \ub9ce\uc774 \ubc1b\ub294 \uc0b0\uc5c5\uc740 \uc5b4\ub514\uc778\uac00\uc694?<\/b> \uc804\uc790\uc0c1\uac70\ub798, \uae08\uc735, \uc758\ub8cc, \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8\ub97c \ud3ec\ud568\ud55c \uac70\uc758 \ubaa8\ub4e0 \uc0b0\uc5c5\uc774 \uc6b4\uc601 \ud6a8\uc728\uc131 \ud5a5\uc0c1\uacfc \ud601\uc2e0\uc744 \uc704\ud55c AI\uc758 \uc804\ub7b5\uc801 \ub3c4\uc785\uc73c\ub85c \ud070 \ud61c\ud0dd\uc744 \ubc1b\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>AI app development involves building intelligent systems that can learn, adapt, and make decisions based on data rather than relying solely on fixed rules. These applications power personalization engines, predictive analytics, natural language processing (NLP), computer vision, and process automation across industries. While their capabilities offer significant operational and user experience advantages, development also presents [&hellip;]<\/p>\n","protected":false},"author":75185,"featured_media":5017,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":""},"categories":[598,136],"tags":[500,896],"ppma_author":[326],"class_list":["post-5018","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-ai","category-best-practices-and-tutorials","tag-application-development","tag-natural-language"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.3 (Yoast SEO v28.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>A Complete Guide to the AI App Development Process - The Couchbase Blog<\/title>\n<meta name=\"description\" content=\"Explore the AI app development process from start to finish, including key steps, tools, and strategies for creating intelligent applications.\" \/>\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\/ai-app-development\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"A Complete Guide to the AI App Development Process\" \/>\n<meta property=\"og:description\" content=\"Explore the AI app development process from start to finish, including key steps, tools, and strategies for creating intelligent applications.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/ko\/ai-app-development\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-31T19:38:02+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/5\/2026\/05\/blog-ai-app-dev.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2400\" \/>\n\t<meta property=\"og:image:height\" content=\"1256\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Tyler Mitchell - 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