{"id":701,"date":"2026-01-20T00:36:29","date_gmt":"2026-01-20T08:36:29","guid":{"rendered":"https:\/\/www.couchbase.com\/\/concepts\/resources-concepts-unstructured-data-management-2\/"},"modified":"2026-08-02T06:42:09","modified_gmt":"2026-08-02T13:42:09","slug":"resources-concepts-unstructured-data-management-2","status":"publish","type":"concepts","link":"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/unstructured-data-management\/","title":{"rendered":"\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac"},"content":{"rendered":"<div class=\"wp-block-group alignfull wp-block-hero is-layout-constrained wp-container-core-group-is-layout-3838c6e4 wp-block-group-is-layout-constrained\" style=\"padding-top:var(--wp--preset--spacing--2-xl);padding-right:var(--wp--preset--spacing--lg);padding-bottom:var(--wp--preset--spacing--2-xl);padding-left:var(--wp--preset--spacing--lg)\">\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-0fd64a4d wp-block-columns-is-layout-flex\" style=\"padding-bottom:var(--wp--preset--spacing--xl)\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-container-core-column-is-layout-bdca1ed4 wp-block-column-is-layout-flow\" style=\"flex-basis:45%\">\n<h1 id=\"h-unstructured-data-management\" class=\"wp-block-heading has-heading-2-xl-font-size\">\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac<\/h1>\n\n\n\n<p class=\"has-large-font-size wp-block-paragraph\">\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac\ub294 \uc804\ud1b5\uc801\uc778 \uad00\uacc4\ud615 Database\uc5d0 \ub9de\uc9c0 \uc54a\ub294 \ub370\uc774\ud130\ub97c \uc800\uc7a5, \uc870\uc9c1 \ubc0f \ubd84\uc11d\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\" style=\"margin-top:var(--wp--preset--spacing--md)\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cloud.couchbase.com\/sign-up\" title=\"\ub370\uc774\ud130 \uad00\ub9ac\" target=\"_self\">\ub370\uc774\ud130 \uad00\ub9ac<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.couchbase.com\/ko\/products\/capella\/\" title=\"\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30\" target=\"_self\">\uc790\uc138\ud788 \uc54c\uc544\ubcf4\uae30<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center hero__media-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:55%\">\n<figure class=\"wp-block-image size-full has-custom-border size-large hero__image\"><img decoding=\"async\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/6\/2026\/07\/full-orange-star-4.png\" alt=\"\" class=\"wp-image-576\" style=\"border-top-left-radius:var(--wp--custom--border-radius--card);border-top-right-radius:var(--wp--custom--border-radius--card);border-bottom-left-radius:var(--wp--custom--border-radius--card);border-bottom-right-radius:var(--wp--custom--border-radius--card)\"\/><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-container-core-group-is-layout-81eef4b1 wp-block-group-is-layout-constrained\" style=\"margin-bottom:var(--wp--preset--spacing--xl);padding-right:0;padding-bottom:var(--wp--preset--spacing--xl)\">\n<h6 class=\"wp-block-heading\"><strong>\uc694\uc57d<\/strong><\/h6>\n\n\n\n<p class=\"wp-block-paragraph\"><i><span>\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac\ub294 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc624\ub514\uc624, \ube44\ub514\uc624\uc640 \uac19\uc774 \uc804\ud1b5\uc801\uc778 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uad6c\uc870\uc5d0 \ub4e4\uc5b4\ub9de\uc9c0 \uc54a\ub294 \uc815\ubcf4\ub97c \ub2e4\ub8f9\ub2c8\ub2e4. \uadf8 \ub2e4\uc591\uc131\uc73c\ub85c \uc778\ud574, \ub370\uc774\ud130\uc758 \uc720\uc6a9\uc131\uacfc \ubcf4\uc548\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574 \uc800\uc7a5, \ubd84\ub958, \uac80\uc0c9\uc744 \uc704\ud55c \ud2b9\ud654\ub41c \ubc29\ubc95\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ubcf5\uc7a1\uc131\uc744 \ud574\uacb0\ud558\uae30 \uc704\ud574 \uae30\uc5c5\ub4e4\uc740 \uc870\uc9c1\ud654, \uac80\uc0c9 \uac00\ub2a5\uc131, \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc640\uc758 \ud1b5\ud569\uc744 \uac1c\uc120\ud558\uace0\uc790 \uba54\ud0c0\ub370\uc774\ud130, \uc790\ub3d9\ud654, AI\uc5d0 \uc810\uc810 \ub354 \uc758\uc874\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uace0 \uac15\ub825\ud55c \uac70\ubc84\ub10c\uc2a4 \ubc0f \ud655\uc7a5 \uac00\ub2a5\ud55c \uc2dc\uc2a4\ud15c\uc5d0 \ud22c\uc790\ud558\ub294 \uc870\uc9c1\uc740 \uaddc\uc815\uc744 \uc900\uc218\ud558\uba74\uc11c \uc778\uc0ac\uc774\ud2b8\ub97c \ub354 \uc798 \ub3c4\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uad81\uadf9\uc801\uc73c\ub85c \ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac \ubaa8\ubc94 \uc0ac\ub840\ub97c \uc900\uc218\ud558\uba74 \uae30\uc5c5\uc740 \ubc29\ub300\ud55c \uc591\uc758 \uc6d0\uc2dc \uc815\ubcf4\ub97c \ud601\uc2e0\uc744 \uc9c0\uc6d0\ud558\uace0 \ud604\uba85\ud55c \uc758\uc0ac\uacb0\uc815\uc73c\ub85c \uc774\uc5b4\uc9c0\ub294 \uac00\uce58 \uc788\ub294 \uc790\uc0b0\uc73c\ub85c \ubc14\uafc0 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/i><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ube44\uc815\uc870\ud654 \ub370\uc774\ud130 \uad00\ub9ac\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac\ub294 \ud589\uacfc \uc5f4\ub85c \uae54\ub054\ud558\uac8c \ub9de\uc9c0 \uc54a\ub294 \ub370\uc774\ud130\ub97c \uc800\uc7a5, \uad6c\uc131, \ubd84\uc11d\ud558\ub294 \uc791\uc5c5\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ud14d\uc2a4\ud2b8 \ubb38\uc11c, \uc774\uba54\uc77c, \uc774\ubbf8\uc9c0, \ube44\ub514\uc624, \uc18c\uc15c \ubbf8\ub514\uc5b4 \ucf58\ud150\uce20 \ubc0f \uae30\uc874 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uc218\uc9d1\ud558\uae30 \uc5b4\ub824\uc6b4 \uae30\ud0c0 \ud615\uc2dd\ub4e4\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774 \uc720\ud615\uc758 \ub370\uc774\ud130\uac00 \uc0dd\uc131\ub418\ub294 \uc815\ubcf4\uc758 \ub300\ubd80\ubd84\uc744 \ucc28\uc9c0\ud558\uae30 \ub54c\ubb38\uc5d0, \uc774\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud558\ub294 \uac83\uc740 \uc870\uc9c1\uc5d0\uac8c \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/span> <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac\uac00 \ub2e8\uc21c\ud788 \uc800\uc7a5 \uadf8 \uc774\uc0c1\uc744 \uc758\ubbf8\ud55c\ub2e4\ub294 \uc810\uc744 \uae30\uc5b5\ud558\ub294 \uac83\ub3c4 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130\ub97c \uc0dd\uc0b0\uc801\uc774\uace0 \ucc45\uc784\uac10 \uc788\uac8c \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc0c9\uc778\ud654, \ubd84\ub958, \uac80\uc0c9 \uac00\ub2a5\uc131 \ubc0f \uac70\ubc84\ub10c\uc2a4\ub97c \ud3ec\ud568\ud569\ub2c8\ub2e4. \ud604\ub300\uc801 \uc811\uadfc \ubc29\uc2dd\uc740 AI\uc640 \uba38\uc2e0\ub7ec\ub2dd\uc744 \ud65c\uc6a9\ud558\uc5ec \ucf58\ud150\uce20\ub97c \ubd84\ub958\ud558\uace0, \ud328\ud134\uc744 \uac10\uc9c0\ud558\uba70, \uc218\ub3d9\uc73c\ub85c \uc2dd\ubcc4\ud558\uae30 \uac70\uc758 \ubd88\uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \ub3c4\ucd9c\ud569\ub2c8\ub2e4. \uac15\ub825\ud55c \ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac \uad00\ud589\uc744 \uad6c\ud604\ud568\uc73c\ub85c\uc368 \uc870\uc9c1\uc740 \uc758\uc0ac\uacb0\uc815\uc5d0 \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\ub294 \ub370\uc774\ud130\uc758 \uc9c8\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0, \uc704\ud5d8\uc744 \uc644\ud654\ud558\uba70, \uc0c8\ub85c\uc6b4 \uae30\ud68c\ub97c \ucc3d\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc774 \ub9ac\uc18c\uc2a4\uc758 \uc77d\uae30\ub97c \uacc4\uc18d\ud558\uc5ec \ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\ub958, \uad00\ub9ac \ubc29\ubc95, \uadf8\ub9ac\uace0 \uadf8 \uad00\ub9ac\uc640 \ud568\uaed8 \uc624\ub294 \uacfc\uc81c\ub4e4\uc5d0 \ub300\ud574 \ub354 \uc54c\uc544\ubcf4\uc138\uc694.<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a class=\"scrollToHash\" href=\"#characteristics\">\ube44\uc815\ud615 \ub370\uc774\ud130\uc758 \ud2b9\uc131<\/a><\/li>\n\n\n\n<li><a class=\"scrollToHash\" href=\"#classification\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\ub958<\/a><\/li>\n\n\n\n<li><a class=\"scrollToHash\" href=\"#manage\">\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac \ubc29\ubc95<\/a><\/li>\n\n\n\n<li><a class=\"scrollToHash\" href=\"#challenges\">\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac\uc758 \uacfc\uc81c<\/a><\/li>\n\n\n\n<li><a class=\"scrollToHash\" href=\"#tools\">\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac \ub3c4\uad6c<\/a><\/li>\n\n\n\n<li><a class=\"scrollToHash\" href=\"#databases\">\ube44\uc815\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/a><\/li>\n\n\n\n<li><a class=\"scrollToHash\" href=\"#resources\">\uc8fc\uc694 \uc694\uc810 \ubc0f \ucd94\uac00 \ub9ac\uc18c\uc2a4<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"characteristics\" class=\"wp-block-heading\">\ube44\uc815\ud615 \ub370\uc774\ud130\uc758 \ud2b9\uc131<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ub354 \uc608\uce21 \uac00\ub2a5\ud55c \uacbd\ud5a5\uc774 \uc788\ub294 \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\uc14b\uacfc \ub2ec\ub9ac, <a href=\"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/unstructured-data\/\">\ube44\uc815\ud615 \ub370\uc774\ud130<\/a> \uac00\uce58\ub97c \ucd94\ucd9c\ud558\uae30 \uc704\ud574 \ud754\ud788 \uc804\ubb38 \ub3c4\uad6c, \ud655\uc7a5 \uac00\ub2a5\ud55c \uc2a4\ud1a0\ub9ac\uc9c0, \uadf8\ub9ac\uace0 \uace0\uae09 \ucc98\ub9ac \uae30\ubc95\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcf5\uc7a1\uc131 \ub54c\ubb38\uc5d0, \ubd84\uc11d\uacfc \uac70\ubc84\ub10c\uc2a4\ub97c \uc704\ud55c \uc62c\ubc14\ub978 \uc778\ud504\ub77c\ub97c \uc124\uacc4\ud560 \uc218 \uc788\ub3c4\ub85d \ud575\uc2ec \ud2b9\uc9d5\ub4e4\uc744 \uc219\uc9c0\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub300\ub7c9 \ubb3c\ub7c9\uacfc \uae09\uaca9\ud55c \uc131\uc7a5:<\/strong> \ube44\uc815\uc870\ud654\ub41c \ub370\uc774\ud130\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc18c\uc2a4\uc5d0\uc11c \ub300\uaddc\ubaa8\ub85c \uc0dd\uc131\ub429\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/ko\/use-cases\/iot\/\">\uc0ac\ubb3c\uc778\ud130\ub137 \uae30\uae30<\/a>, <a href=\"https:\/\/www.couchbase.com\/ko\/use-cases\/customer-360\/\">\uace0\uac1d \uc0c1\ud638\uc791\uc6a9<\/a>\ubc0f <a href=\"https:\/\/www.couchbase.com\/ko\/use-cases\/media-and-entertainment\/\">\ub514\uc9c0\ud138 \ubbf8\ub514\uc5b4<\/a>, \ud398\ud0c0\ubc14\uc774\ud2b8 \uc218\uc900\uc758 \uc6cc\ud06c\ub85c\ub4dc\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc2a4\ud1a0\ub9ac\uc9c0 \uc194\ub8e8\uc158\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc0ac\uc804 \uc815\uc758\ub41c \uc2a4\ud0a4\ub9c8\uc758 \ubd80\uc7ac:<\/strong> \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ub2ec\ub9ac, \ube44\uc815\ud615 \ub370\uc774\ud130\uc14b\uc740 \uace0\uc815\ub41c \uc2a4\ud0a4\ub9c8\ub97c \ub530\ub974\uc9c0 \uc54a\uc73c\ubbc0\ub85c, \ub2e4\uc591\ud55c \ud615\uc2dd\uc744 \ucc98\ub9ac\ud558\uace0 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130 \ud0c0\uc785\uc5d0 \ub9de\ucdb0 \ud655\uc7a5\ud560 \uc218 \uc788\ub294 \uc720\uc5f0\ud55c \uc2dc\uc2a4\ud15c\uc774 \uc694\uad6c\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub2e4\uc591\ud55c \ud615\uc2dd<\/strong> \uc624\ub514\uc624\uc640 \ube44\ub514\uc624\ubd80\ud130 PDF, \ub85c\uadf8, \uc13c\uc11c \uc2a4\ud2b8\ub9bc\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0, \ube44\uc815\ud615 \ub370\uc774\ud130\ub294 \uc11c\ub85c \ub2e4\ub978 \ucc98\ub9ac \ubc0f \uc0c9\uc778\ud654 \uc811\uadfc \ubc29\uc2dd\uc774 \ud544\uc694\ud55c \ub2e4\uc591\ud55c \ud30c\uc77c \uc720\ud615\uc744 \uc544\uc6b0\ub985\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubcf5\uc7a1\ud55c \uac80\uc0c9 \ubc0f \uac80\uc0c9<\/strong> \ud45c\uc900\ud654\ub41c \ud544\ub4dc\uac00 \uc5c6\uc73c\uba74 \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \uc870\ud68c\ud558\ub294 \ub370 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc640 \uac19\uc740 \uace0\uae09 \uae30\uc220\uc774 \ud544\uc694\ud569\ub2c8\ub2e4., <a href=\"https:\/\/www.couchbase.com\/ko\/products\/full-text-search\/\">\uc804\uccb4 \ud14d\uc2a4\ud2b8 \uac80\uc0c9<\/a>, \uadf8\ub9ac\uace0 AI \uae30\ubc18 \uc778\ub371\uc2f1.<\/li>\n\n\n\n<li><strong>\uba54\ud0c0\ub370\uc774\ud130 \uc885\uc18d\uc131:<\/strong> \uba54\ud0c0\ub370\uc774\ud130\ub294 \ube44\uc815\uc870\ud654 \ub370\uc774\ud130\uc14b\uc744 \uac80\uc0c9 \uac00\ub2a5\ud558\uace0 \uc0ac\uc6a9 \uac00\ub2a5\ud55c \uc0c1\ud0dc\ub85c \ub9cc\ub4dc\ub294 \ub370 \uacb0\uc815\uc801\uc778 \uc5ed\ud560\uc744 \ud558\uba70, \ud754\ud788 \uc790\ub3d9\ud654\ub41c \ud0dc\uae45 \ubc0f \ubcf4\uac15 \ud30c\uc774\ud504\ub77c\uc778\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud655\uc7a5\uc131\uacfc \uc131\ub2a5 \uc694\uad6c\uc0ac\ud56d:<\/strong> \uc2e4\uc2dc\uac04 \uc778\uc0ac\uc774\ud2b8\ub97c \uc704\ud574 \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub824\uba74 \ubd84\uc0b0 \uc544\ud0a4\ud14d\ucc98\uc640 \ubcd1\ub82c\ud654\ub41c \uc5f0\uc0b0 \uc790\uc6d0\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud1b5\ud569 \uacfc\uc81c:<\/strong> \ube44\uc815\uc870\ud654\ub41c \ub370\uc774\ud130\ub97c \ubd84\uc11d\uc774\ub098 AI \ud559\uc2b5\uc744 \uc704\ud574 \uad6c\uc870\ud654\ub41c \uc2dc\uc2a4\ud15c\uacfc \uacb0\ud569\ud558\ub294 \uac83\uc740 <a href=\"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/zero-etl\/\">\ucd94\ucd9c, \ubcc0\ud658, \uc801\uc7ac(ETL) \ud504\ub85c\uc138\uc2a4<\/a>, \ucee4\ub125\ud130 \ubc0f \uc0c1\ud638 \uc6b4\uc6a9\uc131 \ud504\ub808\uc784\uc6cc\ud06c.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"classification\" class=\"wp-block-heading\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\ub958<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ubd84\ub958\ub294 \uc815\ubcf4\uc758 \uc800\uc7a5, \uac80\uc0c9, \ubd84\uc11d\uc744 \uc6a9\uc774\ud558\uac8c \ud558\uae30 \uc704\ud574 \uc815\ubcf4\ub97c \uc870\uc9c1\ud654\ud558\uace0 \ub77c\ubca8\uc744 \uc9c0\uc815\ud558\ub294 \uc791\uc5c5\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc5d0\ub294 \ubbf8\ub9ac \uc815\uc758\ub41c \uc2a4\ud0a4\ub9c8\uac00 \uc5c6\uae30 \ub54c\ubb38\uc5d0, \ubd84\ub958\ub294 \uba54\ud0c0\ub370\uc774\ud130, \ucf58\ud150\uce20 \ubd84\uc11d, AI \uae30\ubc18 \uae30\ubc95\uc758 \uc870\ud569\uc5d0 \uc758\uc874\ud569\ub2c8\ub2e4. \ud6a8\uacfc\uc801\uc778 \ubd84\ub958\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4\ub97c \uac1c\uc120\ud558\uace0, \ubcf4\uc548 \uc870\uce58\ub97c \uac15\ud654\ud558\uba70, \ud06c\uace0 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ub354 \ud070 \uac00\uce58\ub97c \ucc3d\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub0b4\uc6a9 \uae30\ubc18 \ubd84\ub958:<\/strong> NLP, \ud328\ud134 \uc778\uc2dd \ubc0f AI \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucf58\ud150\uce20\ub97c \ubd84\uc11d\ud569\ub2c8\ub2e4(\uc608: \uac1c\uc778 \uc2dd\ubcc4 \uc815\ubcf4 - PII \ub610\ub294 \uae08\uc735 \ub370\uc774\ud130\uc640 \uac19\uc740 \ubbfc\uac10\ud55c \uc815\ubcf4 \uc2dd\ubcc4).<\/li>\n\n\n\n<li><strong>\uba54\ud0c0\ub370\uc774\ud130 \uae30\ubc18 \ubd84\ub958:<\/strong> \uc791\uc131\uc790, \uc0dd\uc131\uc77c, \ud30c\uc77c \ud615\uc2dd, \ub610\ub294 \uc18c\uc2a4 \uc2dc\uc2a4\ud15c\uacfc \uac19\uc740 \ud30c\uc77c \uc18d\uc131\uc5d0 \uc758\uc874\ud558\uc5ec \ub370\uc774\ud130\ub97c \uadf8\ub8f9\ud654\ud558\uace0 \uad00\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubb38\ub9e5 \ubd84\ub958:<\/strong> \uc8fc\ubcc0 \uc0ac\uc6a9 \ud328\ud134, \uc561\uc138\uc2a4 \uc774\ub825 \ub610\ub294 \ub2e4\ub978 \ub370\uc774\ud130\uc14b\uacfc\uc758 \uad00\uacc4\ub97c \uac80\ud1a0\ud558\uc5ec \uad00\ub828\uc131\uacfc \ubc94\uc8fc\ub97c \uacb0\uc815\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uaddc\uce59 \uae30\ubc18 \ubd84\ub958<\/strong> \ube44\uc988\ub2c8\uc2a4 \ub610\ub294 \uaddc\uc815 \uc900\uc218 \uc694\uad6c\uc0ac\ud56d\uc5d0 \ub530\ub77c \ub370\uc774\ud130\ub97c \uc790\ub3d9\uc73c\ub85c \ud0dc\uadf8\ud558\uae30 \uc704\ud574 \ud0a4\uc6cc\ub4dc \uc77c\uce58\ub098 \uc815\uaddc \ud45c\ud604\uc2dd\uacfc \uac19\uc740 \ubbf8\ub9ac \uc815\uc758\ub41c \uaddc\uce59\uc774\ub098 \uc815\ucc45\uc744 \uc801\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uba38\uc2e0\ub7ec\ub2dd \ubd84\ub958:<\/strong> \ube44\uc9c0\ub3c4 \ub610\ub294 \uc9c0\ub3c4\ud559\uc2b5\uc744 \ud65c\uc6a9\ud558\uc5ec \ube44\uc815\uc870\uc9c1 \ub370\uc774\ud130\uc14b \ub0b4\uc758 \uc228\uaca8\uc9c4 \ud328\ud134\uc744 \uc2dd\ubcc4\ud558\uace0 \uc2dc\uac04\uc5d0 \ub530\ub77c \ubd84\ub958 \ubaa8\ub378\uc744 \uc801\uc751\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ud558\uc774\ube0c\ub9ac\ub4dc \ubd84\ub958<\/strong> \uc5ec\ub7ec \uc811\uadfc \ubc29\uc2dd\uc744 \uacb0\ud569\ud569\ub2c8\ub2e4 (\uc608: \uba54\ud0c0\ub370\uc774\ud130 \ubc0f <a href=\"https:\/\/www.couchbase.com\/ko\/blog\/generative-ai-development\/\">AI \ubaa8\ub378<\/a>) \ub300\uaddc\ubaa8\uc758 \uc774\uc9c8\uc801\uc778 \ud658\uacbd \uc804\ubc18\uc5d0\uc11c \uc815\ud655\ub3c4\uc640 \ucee4\ubc84\ub9ac\uc9c0\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc608\uc2dc:<\/strong> \uc18c\ub9e4\uc5c5\uc5d0\uc11c \uace0\uac1d \uc9c0\uc6d0 \uc0c1\ub2f4 \ub179\ucde8\ub85d\uacfc \uac19\uc740 \ube44\uc815\ud615 \ub370\uc774\ud130\ub294 \uc5ec\ub7ec \ubc29\uc2dd\uc73c\ub85c \ubd84\ub958\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uba54\ud0c0\ub370\uc774\ud130 \ud0dc\uadf8\ub294 \ub0a0\uc9dc\uc640 \ucc44\ub110(\uc774\uba54\uc77c, \ucc44\ud305 \ub610\ub294 \uc804\ud654)\uc744 \ud3ec\ucc29\ud560 \uc218 \uc788\uc73c\uba70, \uc790\uc5f0\uc5b4\ucc98\ub9ac(NLP) \ubaa8\ub378\uc740 \ub0b4\uc6a9\uc744 \ubd84\uc11d\ud558\uc5ec \uac10\uc815\uc744 \uac10\uc9c0\ud558\uac70\ub098 \ubb38\uc758 \uc0ac\ud56d(\ubc18\ud488, \uc81c\ud488 \ud488\uc9c8, \ubc30\uc1a1 \ubb38\uc81c)\uc744 \ubd84\ub958\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacc4\uce35\uc801 \ubd84\ub958\ub294 \ub354 \ube60\ub978 \uc751\ub2f5, \ub354 \ud6a8\uacfc\uc801\uc778 \ud2b8\ub80c\ub4dc \ubd84\uc11d, \uadf8\ub9ac\uace0 \ub354 \ub098\uc740 \uace0\uac1d \uacbd\ud5d8 \uc804\ub7b5\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"manage\" class=\"wp-block-heading\">\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac \ubc29\ubc95<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud558\ub824\uba74 \uac70\ubc84\ub10c\uc2a4, \uc801\uc808\ud55c \uae30\uc220, \uc9c0\uc18d\uc801\uc778 \ucd5c\uc801\ud654\ub97c \ud63c\ud569\ud55c \uc811\uadfc \ubc29\uc2dd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uba85\ud655\ud55c \uccb4\uacc4\ub97c \uac16\ucd94\uba74 \uc870\uc9c1\uc740 \ub370\uc774\ud130\ub97c \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc73c\ub85c \uc800\uc7a5\ud558\uace0, \uc548\uc804\ud558\uac8c \ubcf4\ud638\ud558\uba70, \uc900\ube44\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/enterprise-analytics\/\">\ubd84\uc11d<\/a> \uadf8\ub9ac\uace0 <a href=\"https:\/\/www.couchbase.com\/ko\/use-cases\/artificial-intelligence\/\">AI \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1\ub2e8\uacc4: \uac70\ubc84\ub10c\uc2a4 \ubc0f \uc18c\uc720\uad8c \uc815\uc758<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc870\uc9c1 \uc804\ubc18\uc758 \uc77c\uad00\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130 \uc561\uc138\uc2a4, \ubcf4\uad00 \ubc0f \uaddc\uc815 \uc900\uc218\uc5d0 \ub300\ud55c \uba85\ud655\ud55c \uc815\ucc45\uc744 \uc218\ub9bd\ud558\uc2ed\uc2dc\uc624. \uac01 \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud55c \uba85\ud655\ud55c \uc18c\uc720\uad8c\uc744 \ud560\ub2f9\ud558\uc5ec \ud300\uc774 \ud488\uc9c8, \ubcf4\uc548 \ubc0f \uac00\uc6a9\uc131 \uc720\uc9c0\uc5d0 \ub300\ud55c \ucc45\uc784\uc774 \ub204\uad6c\uc5d0\uac8c \uc788\ub294\uc9c0 \uc54c \uc218 \uc788\ub3c4\ub85d \ud558\uc2ed\uc2dc\uc624.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2\ub2e8\uacc4: \uc801\uc808\ud55c \uc2a4\ud1a0\ub9ac\uc9c0 \uc194\ub8e8\uc158 \uad6c\ud604\ud558\uae30<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130 \ub808\uc774\ud06c\ub098 \ud074\ub77c\uc6b0\ub4dc \uc624\ube0c\uc81d\ud2b8 \uc2a4\ud1a0\uc5b4\uc640 \uac19\uc774 \ub300\uaddc\ubaa8\uc758 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud615\uc2dd\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc2a4\ud1a0\ub9ac\uc9c0 \uc635\uc158\uc744 \uc120\ud0dd\ud558\uc2ed\uc2dc\uc624. \ube44\uc6a9, \uc131\ub2a5, \uc811\uadfc\uc131\uc744 \ucd5c\uc801\ud654\ud558\uba74 \ube44\uc815\ud615 \ub370\uc774\ud130\uc758 \uc591\uc774 \uc99d\uac00\ud574\ub3c4 \uc774\ub97c \uacc4\uc18d \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3\ub2e8\uacc4: \uba54\ud0c0\ub370\uc774\ud130 \ubc0f \uc0c9\uc778 \ud65c\uc6a9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uba54\ud0c0\ub370\uc774\ud130\uc640 \uc0c9\uc778\uc744 \ucd94\uac00\ud558\uba74 \ube44\uc815\uc870\uc9c1\ud654\ub41c \ub370\uc774\ud130\ub97c \ub354 \uc27d\uac8c \ucc3e\uace0, \ubd84\ub958\ud558\uace0, \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uac80\uc0c9 \uac00\ub2a5\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0, \uac70\ubc84\ub10c\uc2a4\ub97c \uac15\ud654\ud558\uba70, \uace0\uae09 \ubd84\uc11d \ubc0f AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4\ub2e8\uacc4: \uc815\ub9ac \ubc0f \ubd84\ub958 \uc790\ub3d9\ud654<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uba38\uc2e0\ub7ec\ub2dd\uacfc \uc790\uc5f0\uc5b4 \ucc98\ub9ac\ub97c \ud65c\uc6a9\ud558\uc5ec \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8 \uc804\ubc18\uc5d0\uc11c \ud30c\uc77c\uc744 \uc790\ub3d9\uc73c\ub85c \ubd84\ub958\ud558\uace0, \uba54\ud0c0\ub370\uc774\ud130\ub97c \ud0dc\uae45\ud558\uba70, \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uac10\uc9c0\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc218\uc791\uc5c5\uc744 \uc904\uc774\ub294 \ub3d9\uc2dc\uc5d0 \ud558\uc704 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ub354 \uc27d\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \ub9e5\ub77d\uc73c\ub85c \ucf58\ud150\uce20\ub97c \ud48d\ubd80\ud558\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5\ub2e8\uacc4: \ubd84\uc11d \ubc0f AI \uc6cc\ud06c\ud50c\ub85c\uc640 \ud1b5\ud569<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ube44\uc815\uc870\ud654 \ub370\uc774\ud130\ub97c \ubd84\uc11d \ub3c4\uad6c\uc5d0 \uc9c1\uc811 \uc5f0\uacb0\ud558\ub294 \ud30c\uc774\ud504\ub77c\uc778\uc744 \uad6c\ucd95\ud558\uc138\uc694., <a href=\"https:\/\/www.couchbase.com\/ko\/blog\/hybrid-search\/\">\uac80\uc0c9 \ud50c\ub7ab\ud3fc<\/a>, \ub610\ub294 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378. \uc6d0\ud65c\ud55c \ud1b5\ud569\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub294 \uc2e4\ud589 \uac00\ub2a5\ud55c \ud1b5\ucc30\ub825\uc744 \ub3c4\ucd9c\ud558\uace0, \uc9c0\ub2a5\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ub3d9\ud558\uba70, \ube44\uc988\ub2c8\uc2a4 \uacb0\uc815\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6\ub2e8\uacc4: \ubcf4\uc548 \uac15\ud654 \ubc0f \uaddc\uc815 \uc900\uc218 \uc801\uc6a9<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ubbfc\uac10\ud55c \ub370\uc774\ud130\ub97c \uc804\uccb4 \uc218\uba85 \uc8fc\uae30\uc5d0 \uac78\uccd0 \ubcf4\ud638\ud558\uae30 \uc704\ud574 \uc554\ud638\ud654, \uc138\ubd84\ud654\ub41c \uc811\uadfc \uc81c\uc5b4, \uc9c0\uc18d\uc801\uc778 \uac10\uc0ac\ub97c \uad6c\ud604\ud558\uc2ed\uc2dc\uc624. \uc774\ub7ec\ud55c \uad00\ud589\uc744 GDPR, HIPAA \ub610\ub294 CCPA\uc640 \uac19\uc740 \uaddc\uc81c \ud504\ub808\uc784\uc6cc\ud06c\uc5d0 \ub9de\ucd94\uba74 \uc870\uc9c1\uc774 \uc2e0\ub8b0\ub97c \uc720\uc9c0\ud558\uace0 \uaddc\uc815 \uc900\uc218 \uc704\ud5d8\uc744 \ubc29\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7\ub2e8\uacc4: \uc9c0\uc18d\uc801\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ucd5c\uc801\ud654\ud558\uc138\uc694<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc131\ub2a5, \ube44\uc6a9 \ud6a8\uc728\uc131, \uc0ac\uc6a9 \ud2b8\ub80c\ub4dc\ub97c \ucd94\uc801\ud558\uc5ec \uc2a4\ud1a0\ub9ac\uc9c0 \ubc0f \ucc98\ub9ac \ub9ac\uc18c\uc2a4\uac00 \ud6a8\uacfc\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4. \ud504\ub85c\uc138\uc2a4\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud558\uace0 \uc0c8\ub85c\uc6b4 \uc694\uad6c \uc0ac\ud56d\uc5d0 \uc801\uc751\ud568\uc73c\ub85c\uc368 \uc870\uc9c1\uc740 \ubbfc\ucca9\ud558\uace0 \uc9c0\uc18d \uac00\ub2a5\ud55c \ube44\uc815\ud615 \ub370\uc774\ud130 \uc804\ub7b5\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"challenges\" class=\"wp-block-heading\">\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac\uc758 \uacfc\uc81c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ube44\uc815\ud615 \ub370\uc774\ud130 \ucc98\ub9ac\ub294 \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\uc14b\uc758 \uace0\uc815\ub41c \uc2a4\ud0a4\ub9c8\ub098 \ud615\uc2dd\uc744 \ub530\ub974\uc9c0 \uc54a\uae30 \ub54c\ubb38\uc5d0 \ubcf5\uc7a1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubb38\uc11c, \uc774\ubbf8\uc9c0, \uc624\ub514\uc624, \uc2dc\uc2a4\ud15c \ub85c\uadf8 \ub4f1 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc5d0\uc11c \ucf58\ud150\uce20\uac00 \uc720\uc785\ub428\uc5d0 \ub530\ub77c, \uc870\uc9c1\uc740 \ub370\uc774\ud130\uac00 \uaddc\ubaa8\uc5d0 \ub9de\ucdb0 \ud655\uc7a5\ub418\ub354\ub77c\ub3c4 \uacc4\uc18d \uc811\uadfc \uac00\ub2a5\ud558\uace0, \uc798 \uac70\ubc84\ub10c\uc2a4\ub418\uba70, \uc131\ub2a5\uc5d0 \ucd5c\uc801\ud654\ub418\ub3c4\ub85d \ubcf4\uc7a5\ud558\ub294 \uc804\ub7b5\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ubcfc\ub968 \ubc0f \ud655\uc7a5\uc131:<\/strong> \ube44\uc815\uc870\ud654 \ub370\uc774\ud130\uac00 \uae30\ud558\uae09\uc218\uc801\uc73c\ub85c \uc99d\uac00\ud568\uc5d0 \ub530\ub77c \uc131\ub2a5 \ubcd1\ubaa9 \ud604\uc0c1 \uc5c6\uc774 \ud398\ud0c0\ubc14\uc774\ud2b8 \uaddc\ubaa8\uc758 \uc6cc\ud06c\ub85c\ub4dc\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc2a4\ud1a0\ub9ac\uc9c0 \ubc0f \ucc98\ub9ac \uc2dc\uc2a4\ud15c\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ub370\uc774\ud130 \ud488\uc9c8\uacfc <a href=\"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/data-consistency\/\">\uc77c\uad00\uc131<\/a>:<\/strong> \uc77c\uad00\uc131 \uc5c6\ub294 \ud30c\uc77c \ud615\uc2dd, \ubd88\uc644\uc804\ud55c \uba54\ud0c0\ub370\uc774\ud130, \uc911\ubcf5\ub41c \ucf58\ud150\uce20\ub85c \uc778\ud574 \uc815\ud655\uc131\uacfc \uc2e0\ub8b0\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uac80\uc0c9 \ubc0f \uac80\uc0c9<\/strong> \ud45c\uc900\ud654\ub41c \uc0c9\uc778\uc774 \uc5c6\uc73c\uba74 \ubc29\ub300\ud55c \ube44\uc815\ud615 \ub370\uc774\ud130\uc14b\uc5d0\uc11c \uad00\ub828 \uc815\ubcf4\ub97c \ucc3e\ub294 \uc791\uc5c5\uc774 \ub290\ub9ac\uace0 \uc790\uc6d0\uc774 \ub9ce\uc774 \uc18c\ubaa8\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubcf4\uc548 \ubc0f \uaddc\uc815 \uc900\uc218:<\/strong> \ube44\uc815\ud615 \ud30c\uc77c \uc18d\uc5d0\ub294 \uc885\uc885 \ubbfc\uac10\ud55c \uc815\ubcf4\uac00 \uc228\uc5b4 \uc788\uc5b4, \uc554\ud638\ud654, \uc811\uadfc \uc81c\uc5b4, \uaddc\uc815 \uc900\uc218\ub97c \uc801\uc6a9\ud558\uae30\uac00 \ub354\uc6b1 \ubcf5\uc7a1\ud574\uc9d1\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\ubd84\uc11d \ub3c4\uad6c\uc640\uc758 \ud1b5\ud569:<\/strong> \uace0\uae09 \ubd84\uc11d\uc774\ub098 \uc778\uacf5\uc9c0\ub2a5\uc744 \uc704\ud574 \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \uc900\ube44\ud558\ub824\uba74 \ubd84\ub958, \ud2b9\uc9d5 \ucd94\ucd9c, \ub370\uc774\ud130 \ubcf4\uac15\uacfc \uac19\uc740 \ucd94\uac00\uc801\uc778 \ub2e8\uacc4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc6b4\uc601 \uc624\ubc84\ud5e4\ub4dc<\/strong> \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1, \ub9c8\uc774\uadf8\ub808\uc774\uc158 \ubc0f \ucd5c\uc801\ud654\ub294 \ub300\uaddc\ubaa8 \ud658\uacbd\uc744 \uad00\ub9ac\ud558\ub294 \ud300\uc5d0\uac8c \ucd94\uac00\uc801\uc778 \ubd80\ub2f4\uc744 \uc90d\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"tools\" class=\"wp-block-heading\">\ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac \ub3c4\uad6c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ube44\uc815\uc870\ud654\ub41c \ub370\uc774\ud130 \uad00\ub9ac \ub3c4\uad6c\ub294 \uc870\uc9c1\uc774 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \uc815\ub9ac, \ubcf4\ud638\ud558\uace0 \ud558\ub958(\ub2e4\uc6b4\uc2a4\ud2b8\ub9bc) \uc0ac\uc6a9\uc744 \uc704\ud574 \uc900\ube44\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4. \uc544\ub798\uc758 \ud50c\ub7ab\ud3fc \ubaa9\ub85d\uc740 \uc790\ub3d9\ud654, \uac70\ubc84\ub10c\uc2a4 \ubc0f <a href=\"https:\/\/www.couchbase.com\/ko\/developers\/integrations\/\">\ubd84\uc11d \uc5f0\ub3d9<\/a> \uc815\ubcf4\ub97c \uc811\uadfc\ud558\uae30 \uc27d\uace0 \uc548\uc804\ud558\uac8c \uc720\uc9c0\ud558\uae30 \uc704\ud574.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ub370\uc774\ud130 \ub808\uc774\ud06c(\uc608: AWS Lake Formation, Azure Data Lake Storage):<\/strong> \ub300\uaddc\ubaa8 \ube44\uc815\ud615 \uc6d0\uc2dc \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uae30 \uc704\ud55c \uc911\uc559 \uc9d1\uc911\ud615 \uc800\uc7a5\uc18c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uba54\ud0c0\ub370\uc774\ud130 \uad00\ub9ac \ub3c4\uad6c(\uc608: \uc544\ud30c\uce58 \uc544\ud2c0\ub77c\uc2a4, \ucf5c\ub9ac\ube0c\ub77c):<\/strong> \ud0dc\uae45, \uacc4\ubcf4 \ucd94\uc801, \uac80\uc0c9 \uae30\ub2a5\uc744 \ud1b5\ud574 \ucee8\ud14d\uc2a4\ud2b8\ub97c \ucd94\uac00\ud558\uc138\uc694.<\/li>\n\n\n\n<li><strong>\ub370\uc774\ud130 \uce74\ud0c8\ub85c\uae45 \ud50c\ub7ab\ud3fc(\uc608: Alation, Informatica):<\/strong> \uc5d0\uc14b\uc744 \uc0c9\uc778\ud654\ud558\uace0 \uc140\ud504 \uc11c\ube44\uc2a4 \uac80\uc0c9\uc744 \ud65c\uc131\ud654\ud558\uc5ec \uc811\uadfc\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uc138\uc694.<\/li>\n\n\n\n<li><strong>\ucf58\ud150\uce20 \uad00\ub9ac \uc2dc\uc2a4\ud15c(\uc608: Box, SharePoint):<\/strong> \ubc84\uc804 \uad00\ub9ac, \uad8c\ud55c \uc124\uc815, \ud611\uc5c5 \uae30\ub2a5\uc744 \ud1b5\ud574 \ubb38\uc11c\uc640 \ubbf8\ub514\uc5b4\ub97c \uad00\ub9ac\ud558\uc138\uc694.<\/li>\n\n\n\n<li><strong>AI \uae30\ubc18 \ubd84\ub958 \ub3c4\uad6c(\uc608: IBM Watson Knowledge Catalog):<\/strong> \ub77c\ubca8\ub9c1, \uc774\uc0c1 \uac10\uc9c0, \uadf8\ub9ac\uace0 \ub370\uc774\ud130 \ud655\uc7a5\uc744 \uc790\ub3d9\ud654\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"databases\" class=\"wp-block-heading\">\ube44\uc815\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ube44\uc815\ud615 \ub370\uc774\ud130\uc6a9\uc73c\ub85c \uc124\uacc4\ub41c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 JSON, XML, \ubbf8\ub514\uc5b4 \ud30c\uc77c, \ub85c\uadf8\uc640 \uac19\uc740 \uc720\uc5f0\ud55c \ud615\uc2dd\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\uc73c\uba70, \uc218\ud3c9\uc73c\ub85c \ud655\uc7a5\ud558\uc5ec \ub300\uc6a9\ub7c9 \ub370\uc774\ud130\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc544\ub798\uc5d0 \ub098\uc5f4\ub41c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ub2e4\uc74c\uc744 \uad00\ub9ac\ud558\ub294 \ub2a5\ub825 \ub54c\ubb38\uc5d0 \uc120\ud0dd\ub429\ub2c8\ub2e4. <a href=\"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/semi-structured-data\/\">\ubc18\uad6c\uc870\ud654<\/a> \uadf8\ub9ac\uace0 \uc5c4\uaca9\ud55c \uc2a4\ud0a4\ub9c8\uac00 \uc5c6\ub294 \ube44\uc815\ud615 \uc815\ubcf4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ubb38\uc11c \ub370\uc774\ud130\ubca0\uc774\uc2a4(\uc608:, <a href=\"https:\/\/www.couchbase.com\/ko\/products\/capella\/\">\ucf54\uc6b0\uce58\ubca0\uc774\uc2a4<\/a>, MongoDB):<\/strong> JSON \ubb38\uc11c\ub97c \uc800\uc7a5\ud558\uace0 \ucffc\ub9ac\ud558\uba70, \uc778\ub371\uc2f1\uacfc \uace0\uc18d \ucffc\ub9ac\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/key-value-database\/\">\ud0a4-\uac12 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/a> (\uc608: Redis, DynamoDB)<\/strong> \ube60\ub978 \uc870\ud68c\uc640 \uad6c\uc870\ud654\ub418\uc9c0 \uc54a\uc740 \uc18d\uc131\uc758 \uc720\uc5f0\ud55c \uc800\uc7a5\uc744 \uc704\ud574 \ucd5c\uc801\ud654\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc640\uc774\ub4dc \uceec\ub7fc \ub370\uc774\ud130\ubca0\uc774\uc2a4(\uc608: \uce74\uc0b0\ub4dc\ub77c, HBase):<\/strong> \uac00\ubcc0 \ud544\ub4dc\ub97c \uac00\uc9c4 \ub300\uaddc\ubaa8\uc758 \ud76c\uc18c \ub370\uc774\ud130\uc14b\uc744 \ucc98\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uadf8\ub798\ud504 \ub370\uc774\ud130\ubca0\uc774\uc2a4(\uc608: Neo4j, Amazon Neptune):<\/strong> \uc18c\uc15c \ub124\ud2b8\uc6cc\ud06c\ub098 \uc0ac\uae30 \ud0d0\uc9c0\uc640 \uac19\uc740 \ube44\uc815\ud615 \ub370\uc774\ud130 \ub0b4\uc758 \uad00\uacc4\ub97c \ubaa8\ub378\ub9c1\ud558\uc5ec \ubd84\uc11d\uc744 \uc6a9\uc774\ud558\uac8c \ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/www.couchbase.com\/ko\/blog\/vector-database-vs-graph-database\/\">\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/a> (\uc608: Pinecone, Weaviate, Milvus):<\/strong> \uc774\ubbf8\uc9c0, \ud14d\uc2a4\ud2b8, \uc784\ubca0\ub529 \uac19\uc740 \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \uc704\ud55c \uc720\uc0ac\ub3c4 \uac80\uc0c9 \ubc0f \uac80\uc0c9 \uae30\ub2a5\uc744 \ud65c\uc131\ud654\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h2 id=\"resources\" class=\"wp-block-heading\">\uc8fc\uc694 \uc694\uc810 \ubc0f \ucd94\uac00 \ub9ac\uc18c\uc2a4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc870\uc9c1\uc740 \uc62c\ubc14\ub978 \uc804\ub7b5, \ub3c4\uad6c, \uac70\ubc84\ub10c\uc2a4 \uad00\ud589\uc744 \uacb0\ud569\ud558\uc5ec \uc6d0\uc2dc \ub370\uc774\ud130\ub97c \ud601\uc2e0\uc744 \uc8fc\ub3c4\ud558\uace0 \uacbd\uc7c1\ub825\uc744 \uac15\ud654\ud558\ub294 \uc2e4\ud589 \uac00\ub2a5\ud55c \ud1b5\ucc30\ub825\uc73c\ub85c \uc804\ud658\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud6a8\uacfc\uc801\uc778 \ube44\uc815\ud615 \ub370\uc774\ud130 \uad00\ub9ac \uc804\ub7b5\uc744 \uad6c\ucd95\ud560 \ub54c \uba85\uc2ec\ud574\uc57c \ud560 \ud575\uc2ec \uc2dc\uc0ac\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud575\uc2ec \uc694\uc57d<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\ube44\uc815\ud615 \ub370\uc774\ud130\uac00 \uae30\uc5c5 \uc815\ubcf4\uc758 \ub300\ubd80\ubd84\uc744 \ucc28\uc9c0\ud569\ub2c8\ub2e4.<\/strong>, \ub530\ub77c\uc11c \uc7a5\uae30\uc801\uc778 \uc131\uacf5\uc744 \uc704\ud574\uc11c\ub294 \ud6a8\uacfc\uc801\uc778 \uad00\ub9ac\uac00 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\uc640 \ub2ec\ub9ac, \ubbf8\ub9ac \uc815\uc758\ub41c \uc2a4\ud0a4\ub9c8\uac00 \ubd80\uc871\ud569\ub2c8\ub2e4.<\/strong>, \uc774\ub294 \ubd84\ub958, \uac80\uc0c9, \uadf8\ub9ac\uace0 \uac70\ubc84\ub10c\uc2a4\ub97c \ub354\uc6b1 \uc5b4\ub835\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uba54\ud0c0\ub370\uc774\ud130, \uc0c9\uc778\ud654, \uadf8\ub9ac\uace0 \uba38\uc2e0\ub7ec\ub2dd\uc774 \uc911\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4<\/strong> \ube44\uc815\uc870\ud654 \ub370\uc774\ud130\uc14b\uc744 \uac80\uc0c9\ud558\uace0 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ub9cc\ub4dc\ub294 \ub370 \uc788\uc5b4\uc11c.<\/li>\n\n\n\n<li>\uc798 \uc815\uc758\ub41c \uad00\ub9ac \ud504\ub808\uc784\uc6cc\ud06c\ub294 <strong>\uac70\ubc84\ub10c\uc2a4, \ud655\uc7a5 \uac00\ub2a5\ud55c \uc2a4\ud1a0\ub9ac\uc9c0, \ubcf4\uc548, \uadf8\ub9ac\uace0 \uc9c0\uc18d\uc801\uc778 \ucd5c\uc801\ud654 \uc0ac\uc774\uc758 \uade0\ud615\uc744 \ub9de\ucd94\ub2e4<\/strong>.<\/li>\n\n\n\n<li>\ube44\uc815\uc870\ud615 \ub370\uc774\ud130\ub97c \ubd84\uc11d \ubc0f AI \uc6cc\ud06c\ud50c\ub85c\uc5d0 \ud1b5\ud569 \uc2dc \uc8fc\uc694 \ud2b9\uc9d5 <strong>\ube44\uc988\ub2c8\uc2a4 \uc778\uc0ac\uc774\ud2b8\uc640 \uc790\ub3d9\ud654\ub97c \uc704\ud55c \uc0c8\ub85c\uc6b4 \uae30\ud68c<\/strong>.<\/li>\n\n\n\n<li><strong>\ubcf4\uc548\uacfc \uaddc\uc815 \uc900\uc218\uac00 \ucd5c\uc6b0\uc120\uc2dc\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.<\/strong>, \ubbfc\uac10\ud55c \uc815\ubcf4\ub294 \uc885\uc885 \ube44\uc815\ud615 \ud30c\uc77c \ub0b4\ubd80\uc5d0 \uc228\uc5b4 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc62c\ubc14\ub978 \ub3c4\uad6c\uc640 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc120\ud0dd\ud558\uae30<\/strong>, \ub370\uc774\ud130 \ub808\uc774\ud06c, \ubb38\uc11c \uc800\uc7a5\uc18c, \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ub4f1, <strong>\ud655\uc7a5\uc131\uacfc \uc7a5\uae30\uc801 \uac00\uce58\ub97c \ubcf4\uc7a5\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4<\/strong>.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130 \uad00\ub9ac\uc5d0 \ub300\ud574 \ub354 \uc54c\uc544\ubcf4\ub824\uba74 \ub2e4\uc74c\uc744 \ubc29\ubb38\ud558\uc138\uc694. <a href=\"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/\">\uac1c\ub150 \ud5c8\ube0c<\/a> \uadf8\ub9ac\uace0 \uc544\ub798 \ub098\uc5f4\ub41c \uc790\ub8cc\ub4e4\uc744 \uac80\ud1a0\ud558\uc2ed\uc2dc\uc624:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.couchbase.com\/ko\/resources\/why-nosql\/\">NoSQL\uc774\ub780 \ubb34\uc5c7\uc778\uac00? NoSQL \ub370\uc774\ud130\ubca0\uc774\uc2a4, \uad6c\uc870 \ubc0f \uc608\uc81c \uac00\uc774\ub4dc<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/ko\/blog\/types-of-data-models\/\">\ub370\uc774\ud130 \ubaa8\ub378\uc758 \uc5ec\uc12f \uac00\uc9c0 \uc720\ud615 (\uc608\uc2dc \ud3ec\ud568) \u2013 \ube14\ub85c\uadf8<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/ko\/blog\/relational-vs-non-relational-database\/\">\uad00\uacc4\ud615 \ub300 \ube44\uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4: \ud2b9\uc9d5 \ubc0f \uc7a5\uc810 \u2013 \ube14\ub85c\uadf8<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/ko\/blog\/data-preprocessing-in-machine-learning\/\">\uba38\uc2e0\ub7ec\ub2dd(ML)\uc5d0\uc11c \ub370\uc774\ud130 \uc804\ucc98\ub9ac\uc758 \uc911\uc694\uc131 \u2013 \ube14\ub85c\uadf8<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/ko\/resources\/concepts\/data-ingestion\/\">\ub370\uc774\ud130 \uc218\uc9d1 \u2013 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Due to its diversity, it necessitates specialized methods for storage, classification, and retrieval to ensure [&hellip;]<\/p>\n","protected":false},"author":73510,"featured_media":0,"menu_order":0,"template":"page-no-prefooter","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":""},"couchbase_category":[38,39,36,19],"class_list":["post-701","concepts","type-concepts","status-publish","hentry","couchbase_category-capella-product-customer","couchbase_category-cloud","couchbase_category-manageability","couchbase_category-technology-software-saas"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.6 (Yoast SEO v28.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Unstructured Data Management | Concepts | Couchbase<\/title>\n<meta name=\"description\" content=\"Unstructured data management involves storing, organizing, and analyzing data, such as text, images, and video, that doesn\u2019t fit into 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