{"id":5301,"date":"2026-05-27T12:34:41","date_gmt":"2026-05-27T19:34:41","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/what-is-a-token-in-ai\/"},"modified":"2026-05-27T12:34:41","modified_gmt":"2026-05-27T19:34:41","slug":"what-is-a-token-in-ai","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/what-is-a-token-in-ai\/","title":{"rendered":"AI\uc5d0\uc11c \ud1a0\ud070\uc774\ub780 \ubb34\uc5c7\uc778\uac00? \uc54c\uae30 \uc26c\uc6b4 \ud574\uc124"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><b>\uc694\uc57d<\/b><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><i><span>\ud1a0\ud070\uc740 AI \uc2dc\uc2a4\ud15c\uc774 \uc5b8\uc5b4\ub97c \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud558\ub294 \ub370 \uc0ac\uc6a9\ud558\ub294 \ucd5c\uc18c \ub2e8\uc704\uc758 \ud14d\uc2a4\ud2b8\ub85c, \ub2e8\uc5b4 \uc804\uccb4, \ub2e8\uc5b4\uc758 \uc77c\ubd80, \uae00\uc790, \ud639\uc740 \uc9e7\uc740 \uad6c\ub97c \ub098\ud0c0\ub0bc \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ucc98\ub9ac\ud558\uae30 \uc804\uc5d0 \ud14d\uc2a4\ud2b8\ub294 \ud1a0\ud070\ud654\ub418\uc5b4 \uc758\ubbf8 \uc788\ub294 \uc138\uadf8\uba3c\ud2b8\ub85c \ucabc\uac1c\uc9c0\uba70, \uc774\ub97c \ud1b5\ud574 \ubaa8\ub378\uc740 \ud328\ud134\uc744 \uc778\uc2dd\ud558\uace0 \uc54c\ub824\uc9c4 \uc870\uac01\ub4e4\uc744 \uc870\ud569\ud558\uc5ec \ub0af\uc120 \ub2e8\uc5b4\ub97c \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud1a0\ud070\uc774 \ub2e8\uc5b4 \ubc0f \uae00\uc790\uc640 \ub2e4\ub978 \uc810\uc740 \uc5f0\uc0b0 \ud6a8\uc728\uc131\uc5d0 \ucd5c\uc801\ud654\ub418\uc5b4 \uc788\uc5b4, \ubaa8\ub378\uc774 \uc5b4\ud718 \ud06c\uae30\ub97c \uad00\ub9ac\ud558\uace0, \uc5b8\uc5b4 \uc804\ubc18\uc758 \ud328\ud134\uc744 \uac10\uc9c0\ud558\uba70, \uba54\ubaa8\ub9ac \uc81c\uc57d \ub0b4\uc5d0\uc11c \uc791\ub3d9\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ub610\ud55c \ud1a0\ud070\uc740 \ubaa8\ub378\uc774 \uae30\uc5b5\ud560 \uc218 \uc788\ub294 \uc815\ubcf4\uc758 \uc591\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce58\uace0 \ube44\uc6a9, \uc751\ub2f5 \uc2dc\uac04, \ucd9c\ub825 \ud488\uc9c8\uc5d0 \uc601\ud5a5\uc744 \uc8fc\ub294 \ucee8\ud14d\uc2a4\ud2b8 \uc708\ub3c4\uc6b0\uc640 \uac19\uc740 \uc2e4\uc9c8\uc801 \ud55c\uacc4\ub97c \uc815\uc758\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ud2b8\uc5d0\uac8c \ud1a0\ud070\uc758 \uc774\ud574\ub294 \ud6a8\uc728\uc801\uc778 \ud504\ub86c\ud504\ud2b8\ub97c \uc124\uacc4\ud558\uace0, \uac80\uc0c9\uc744 \uc704\ud574 \ub370\uc774\ud130\ub97c \uad6c\uc870\ud654\ud558\uba70, \uc2e4\uc81c AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc131\ub2a5, \uc9c0\uc5f0 \uc2dc\uac04, \uc778\ud504\ub77c \uc694\uad6c \uc0ac\ud56d\uc744 \uc608\uce21\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/span><\/i><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><b>AI\uc5d0\uc11c \ud1a0\ud070\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/b><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ud1a0\ud070\uc740 AI \ubaa8\ub378\uc774 \uc77d\uace0 \ucc98\ub9ac\ud558\ub294 \ud14d\uc2a4\ud2b8\uc758 \uae30\ubcf8 \ub2e8\uc704\uc785\ub2c8\ub2e4. \uc778\uac04\uc774 \ud14d\uc2a4\ud2b8\ub97c \ub2e8\uc5b4 \ub2e8\uc704\ub85c \uc77d\ub294 \ubc18\uba74, AI \ubaa8\ub378\uc740 \ud14d\uc2a4\ud2b8\ub97c \ud1a0\ud070 \ub2e8\uc704\ub85c \uc77d\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ud1a0\ud070\uc744 \uc758\ubbf8\uc758 \uc870\uac01\uc774\ub77c\uace0 \uc0dd\uac01\ud574\ubcf4\uc138\uc694. \u201cI don\u2019t\u201d\uc774\ub098 \u201cthank you\u201d\ucc98\ub7fc \uc9e7\uace0 \ud754\ud55c \uad6c\uc808\uc77c \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ub54c\ub85c\ub294 \u201ccat\u201d\uc774\ub098 \u201cthe\u201d\ucc98\ub7fc \ud1a0\ud070\uc774 \ub2e8\uc5b4 \ud558\ub098\uc640 \uc644\ubcbd\ud558\uac8c \ub300\uc751\ud558\uae30\ub3c4 \ud569\ub2c8\ub2e4. \ub610\ub294 \ud1a0\ud070\uc774 \u201c-ing\u201d \uac19\uc740 \uc811\ubbf8\uc0ac, \ub2e8\uc77c \ubb38\uc790, \uc2ec\uc9c0\uc5b4 \uacf5\ubc31\uc744 \ub098\ud0c0\ub0b4\ub294 \ub4f1 \ub2e8\uc5b4\ubcf4\ub2e4 \ub354 \uc791\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uac01 \uace0\uc720 \ud1a0\ud070\uc5d0\ub294 \ubca1\ud130\ub85c \uc54c\ub824\uc9c4 \uace0\uc720\ud55c \uc2dd\ubcc4 \ubc88\ud638\uac00 \ud560\ub2f9\ub429\ub2c8\ub2e4. \ub530\ub77c\uc11c AI\uc5d0\uac8c \ubb38\uc7a5\uc740 \uc5b8\uc5b4\uc758 \ud750\ub984\uc774 \uc544\ub2c8\ub77c \uc77c\ub828\uc758 \uc22b\uc790\uc785\ub2c8\ub2e4. AI\uc5d0 \ud504\ub86c\ud504\ud2b8\ub97c \uc785\ub825\ud558\uba74 \uc2dc\uc2a4\ud15c\uc740 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-are-vector-embeddings\/\"><span>\ud14d\uc2a4\ud2b8\ub97c \ubcc0\ud658\ud569\ub2c8\ub2e4<\/span><\/a><span> \uc22b\uc790 \ubaa9\ub85d\uc73c\ub85c \ubcc0\ud658\ud558\uace0, \uc774\ub97c \ucc98\ub9ac\ud558\uc5ec \uac00\uc7a5 \uac00\ub2a5\uc131\uc774 \ub192\uc740 \ub2e4\uc74c \uc22b\uc790\ub97c \uc608\uce21\ud55c \ud6c4, \ub2e4\uc2dc \uc77d\uc744 \uc218 \uc788\ub294 \ud14d\uc2a4\ud2b8\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><b>\ud1a0\ud070\ud654\uac00 \uc791\ub3d9\ud558\ub294 \ubc29\uc2dd<\/b><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/docs.couchbase.com\/cloud\/n1ql\/n1ql-language-reference\/tokenfun.html\"><span>\ud1a0\ud070\ud654<\/span><\/a><span> AI\uac00 \ud14d\uc2a4\ud2b8\ub97c \uc778\uc2dd\ud558\uae30 \uc804\uc5d0 \uc77c\uc5b4\ub098\ub294 \ubc88\uc5ed \uacfc\uc815\uc73c\ub85c, \uc778\uac04\uc758 \uc5b8\uc5b4\uc640 \uae30\uacc4\uc758 \ub17c\ub9ac \uc0ac\uc774\uc758 \ub2e4\ub9ac \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>AI \ubaa8\ub378\uc5d0 \ubb38\uc7a5\uc744 \uc785\ub825\ud558\uba74 \ud1a0\ud06c\ub098\uc774\uc800\ub294 \uadf8 \uc6d0\ubcf8 \ud14d\uc2a4\ud2b8\ub97c \ub354 \uc791\uc740 \uc870\uac01\ub4e4\ub85c \ub098\ub215\ub2c8\ub2e4. \ud1a0\ud06c\ub098\uc774\uc800\ub294 \ubb38\uc790\uc5f4\uc744 \ubd84\uc11d\ud558\uace0 \ubbf8\ub9ac \uc815\uc758\ub41c \uc5b4\ud718\ub97c \ubc14\ud0d5\uc73c\ub85c \ubb38\uc790\ub4e4\uc744 \uadf8\ub8f9\ud654\ud558\ub294 \uac00\uc7a5 \ud6a8\uc728\uc801\uc778 \ubc29\ubc95\uc744 \ucc3e\uc544\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc608\ub97c \ub4e4\uc5b4, \u201c\ud1a0\ud070\ud654\u201d\ub77c\ub294 \ub2e8\uc5b4\ub97c \uc0dd\uac01\ud574 \ubd05\uc2dc\ub2e4.\u201d<\/span><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><span>\uc778\uac04\uc740 \ud55c \ub2e8\uc5b4\ub97c \ubcf8\ub2e4.<\/span><\/li>\n\n\n<li><span>\ud1a0\ud06c\ub098\uc774\uc800\ub294 \u201ctoken\u201d\uacfc \u201cization\u201d\uc774\ub77c\ub294 \ub450 \uac1c\uc758 \ud1a0\ud070\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.\u201d<\/span><\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc774 \ud604\uc0c1\uc740 \ubaa8\ub378\uc774 \u201ctoken\u201d\uc774 \ud754\ud55c \uac1c\ub150\uc774\uace0 \u201cization\u201d\uc774 \ud754\ud55c \uc811\ubbf8\uc0ac\ub77c\ub294 \uac83\uc744 \ud559\uc2b5\ud588\uae30 \ub54c\ubb38\uc5d0 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \uc774\ub807\uac8c \ub2e8\uc5b4\ub97c \ucabc\uac2c\uc73c\ub85c\uc368, \ubaa8\ub378\uc740 \uc0ac\uc804\uc5d0\uc11c \u201ctokenization\u201d\uc744 \ubcc4\uac1c\uc774\uace0 \ub3c5\ud2b9\ud55c \ud56d\ubaa9\uc73c\ub85c \ud1b5\uc9f8\ub85c \uc554\uae30\ud560 \ud544\uc694 \uc5c6\uc774 \uc5b4\uadfc\uc758 \uc758\ubbf8\uc640 \ubcc0\ud654\ud615\uc744 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 AI\ub294 \uce5c\uc219\ud55c \ubd80\ubd84\ub4e4\ub85c \ub2e8\uc5b4\ub97c \ucabc\uac1c\uc5b4 \uc790\uc8fc \ubcf4\uc9c0 \ubabb\ud55c \ub2e8\uc5b4\ub4e4\ub3c4 \uc774\ud574\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ud1a0\ud070\ud654\uc5d0\ub294 \uc5ec\ub7ec \uac00\uc9c0 \uc811\uadfc \ubc29\uc2dd\uc774 \uc788\uc9c0\ub9cc, \ub300\ubd80\ubd84\uc758 \ud604\ub300 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc740 \uc11c\ube0c\uc6cc\ub4dc \ud1a0\ud070\ud654(\ud558\uc704 \ub2e8\uc5b4 \ud1a0\ud070\ud654)\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc774 \ubc29\ubc95\uc740 (\ub108\ubb34 \uc138\ubd84\ud654\ub41c) \ubb38\uc790 \uae30\ubc18 \ubd84\uc11d\uacfc (\ubc29\ub300\ud558\uace0 \uad00\ub9ac\ud558\uae30 \uc5b4\ub824\uc6b4 \uc5b4\ud718 \uc9d1\ud569\uc774 \ud544\uc694\ud55c) \ub2e8\uc5b4 \uae30\ubc18 \ubd84\uc11d \uc0ac\uc774\uc758 \uade0\ud615\uc744 \uc720\uc9c0\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><b>\ud1a0\ud070 \ub300 \ub2e8\uc5b4 \ub300 \uae00\uc790<\/b><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ud1a0\ud070\uc774 \ub2e8\uc5b4 \ubc0f \uae00\uc790\uc640 \uc5b4\ub5bb\uac8c \ub2e4\ub978\uc9c0 \uc774\ud574\ud558\ub294 \uac83\uc740 AI \uc2dc\uc2a4\ud15c\uc774 \ucee8\ud14d\uc2a4\ud2b8 \uc81c\ud55c, \ube44\uc6a9, \uc131\ub2a5 \ub4f1\uc758 \uc694\uc778\uacfc \uad00\ub828\ud558\uc5ec \uc65c \uadf8\ub807\uac8c \uc791\ub3d9\ud558\ub294\uc9c0 \uc124\uba85\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc8fc\uc694 \ucc28\uc774\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table border=\"1\" cellspacing=\"10\" cellpadding=\"10\">\n<thead>\n<tr>\n<th><\/th>\n<th><strong>\uadf8\ub4e4\uc774 \ub098\ud0c0\ub0b4\ub294 \uac83<\/strong><\/th>\n<th><strong>\uc778\uac04\uc774 \uadf8\uac83\ub4e4\uc5d0 \ub300\ud574 \uc0dd\uac01\ud558\ub294 \ubc29\uc2dd<\/strong><\/th>\n<th><strong>AI\uac00 \uadf8\uac83\ub4e4\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\ud1a0\ud070<\/strong><\/td>\n<td>\ub2e8\uc5b4, \ud558\uc704 \ub2e8\uc5b4, \ubb38\uc790 \ub610\ub294 \uae30\ud638<\/td>\n<td>\uc9c1\uad00\uc801\uc774\uc9c0 \uc54a\uc74c<\/td>\n<td>\uc5b8\uc5b4 \uc774\ud574 \ubc0f \uc0dd\uc131\uc744 \uc704\ud55c \ucd5c\uc801\ud654\ub41c \uc720\ub2db<\/td>\n<\/tr>\n<tr>\n<td><strong>\ub2e8\uc5b4<\/strong><\/td>\n<td>\uc644\uc804\ud55c \uc5b8\uc5b4 \ub2e8\uc704 (\uc608: \u201c\ub370\uc774\ud130\ubca0\uc774\uc2a4\u201d)<\/td>\n<td>\uc758\ubbf8\uc758 \uae30\ubcf8 \ub2e8\uc704<\/td>\n<td>\uc885\uc885 \ub108\ubb34 \uc735\ud1b5\uc131\uc774 \uc5c6\uace0 \uc5b4\ud718 \uc911\uc2ec\uc801\uc785\ub2c8\ub2e4<\/td>\n<\/tr>\n<tr>\n<td><strong>\uce90\ub9ad\ud130<\/strong><\/td>\n<td>\uac1c\ubcc4 \ubb38\uc790\ub098 \uae30\ud638 (\uc608: \u201cc\u201d, \u201c@\u201d, \u201c7\u201d)<\/td>\n<td>\ub2e8\ub3c5\uc73c\ub85c \uace0\ub824\ub418\ub294 \uacbd\uc6b0\ub294 \ub4dc\ubb38<\/td>\n<td>\ud6a8\uc728\uc801\uc778 \uc5b8\uc5b4  \ubaa8\ub378\ub9c1\uc5d0\ub294 \ub108\ubb34 \uc138\ubc00\ud568<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\ud1a0\ud070\uc774 \uc778\uac04\uc5d0\uac8c \uc9c1\uad00\uc801\uc774\uc9c0 \uc54a\uc740 \uc774\uc720<\/b><b><br>\n<\/b><span>\ud1a0\ud070\uc740 \uc0ac\ub78c\uc774 \uc544\ub2cc \uae30\uacc4\ub97c \uc704\ud574 \uc124\uacc4\ub418\uc5c8\uae30 \ub54c\ubb38\uc5d0 \uc9c1\uad00\uc801\uc774\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \ud558\ub098\uc758 \ub2e8\uc5b4\uac00 \uc5ec\ub7ec \uac1c\uc758 \ud1a0\ud070\uc73c\ub85c \ucabc\uac1c\uc9c8 \uc218\ub3c4 \uc788\uace0, \uc9e7\uc740 \uad6c\ub098 \ud754\ud55c \ub2e8\uc5b4\ub294 \ub2e8 \ud558\ub098\uc758 \ud1a0\ud070\uc73c\ub85c \ud45c\ud604\ub420 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud1a0\ud070\ud654\ub97c \uc9c0\ubc30\ud558\ub294 \uaddc\uce59\uc740 \ubb38\ubc95\uc774\ub098 \uc758\ubbf8\ubcf4\ub2e4\ub294 \uc5b8\uc5b4\uc758 \ud1b5\uacc4\uc801 \ud328\ud134\uc5d0 \uae30\ubc18\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uacb0\uacfc\uc801\uc73c\ub85c \ub2e8\uc5b4 \uc218\uac00 \uac19\uc740 \ub450 \ubb38\uc7a5\uc774 \ub9e4\uc6b0 \ub2e4\ub978 \ud1a0\ud070 \uc218\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc73c\uba70, \ub2e8 \ud55c \uae00\uc790\ub97c \ucd94\uac00\ud558\uac70\ub098 \uc81c\uac70\ud558\ub294 \uac83\ub9cc\uc73c\ub85c\ub3c4 \ud14d\uc2a4\ud2b8\uac00 \ud1a0\ud070\ud654\ub418\ub294 \ubc29\uc2dd\uc774 \uc608\uae30\uce58 \uc54a\uac8c \ubc14\ub014 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uad34\ub9ac \ub54c\ubb38\uc5d0 \uac1c\ubc1c\uc790\ub4e4\uc740 \ud504\ub86c\ud504\ud2b8, \ud1a0\ud070 \uc81c\ud55c \ub610\ub294 \ube44\uc6a9\uc744 \ub2e4\ub8f0 \ub54c \uc885\uc885 \uc608\uc0c1\uce58 \ubabb\ud55c \uc0c1\ud669\uc744 \ub9c8\uc8fc\ud558\uac8c \ub429\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><b>LLM\uc774 \ud1a0\ud070\uc744 \uc0ac\uc6a9\ud558\ub294 \uc774\uc720<\/b><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc5d4\uc9c0\ub2c8\uc5b4\ub4e4\uc774 \uc65c \ucef4\ud4e8\ud130\uc5d0\uac8c \ud1b5\ub2e8\uc5b4\ub97c \uc77d\ub294 \ubc95\uc744 \uac00\ub974\uce58\uc9c0 \uc54a\uc558\ub294\uc9c0 \uad81\uae08\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \ud574\ub2f5\uc740 \ud6a8\uc728\uc131, \ud655\uc7a5\uc131, \uadf8\ub9ac\uace0 \ud328\ud134 \uc778\uc2dd\uc5d0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>\ud6a8\uc728\uc131\uacfc \uc5b4\ud718 \uad00\ub9ac<\/b><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc778\uacf5\uc9c0\ub2a5\uc774 \ubaa8\ub4e0 \ud65c\uc6a9\ud615, \uc18d\uc5b4, \uc624\ud0c0\ub97c \ud3ec\ud568\ud558\uc5ec \uc601\uc5b4\uc758 \ubaa8\ub4e0 \uc720\ud6a8\ud55c \ub2e8\uc5b4\ub97c \ud558\ub098\ub3c4 \ube60\uc9d0\uc5c6\uc774 \ubc30\uc6cc\uc57c \ud55c\ub2e4\uba74, \uadf8 \uc0ac\uc804\uc740 \uc218\ubc31\ub9cc \uac1c\uc758 \ud56d\ubaa9\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9c8 \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 \ucc98\ub9ac\ud558\ub294 \ub370 \ubc29\ub300\ud55c \uc591\uc758 \uba54\ubaa8\ub9ac\uc640 \ucef4\ud4e8\ud305 \ud30c\uc6cc\ub97c \ud544\uc694\ub85c \ud560 \uac83\uc785\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ud1a0\ud070\uc744 \uc0ac\uc6a9\ud568\uc73c\ub85c\uc368 \ubaa8\ub378\uc740 \ud6e8\uc52c \ub354 \uc791\uc740 \uc5b4\ud718 \uc9d1\ud569(\uc77c\ubc18\uc801\uc73c\ub85c 5\ub9cc~10\ub9cc \uac1c\uc758 \uace0\uc720 \ud1a0\ud070)\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac\uac00 \ub2e8 26\uac1c\uc758 \uc54c\ud30c\ubcb3\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc601\uc5b4\uc758 \ubaa8\ub4e0 \ub2e8\uc5b4\ub97c \ub9cc\ub4dc\ub294 \uac83\ucc98\ub7fc, \uc774 \uc81c\ud55c\ub41c \uad6c\uc131 \uc694\uc18c \uc138\ud2b8\ub97c \ud1b5\ud574 \ubaa8\ub378\uc740 \uc5b4\ub5a4 \uc5b8\uc5b4\ub85c\ub4e0 \uac70\uc758 \ubaa8\ub4e0 \ub2e8\uc5b4\ub97c \uad6c\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>LLM\uc774 \ub2e8\uc5b4\uc758 \uc758\ubbf8\ub97c \ub354 \uc798 \uc774\ud574\ud558\ub3c4\ub85d \ub3d5\uae30 \uc704\ud574, \uadf8 \uacfc\uc815\uc740<\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/llm-embeddings\/\"> <span>\uc784\ubca0\ub529<\/span><\/a><span> \ud1a0\ud070 \uac04\uc758 \uad00\uacc4\ub97c \ub098\ud0c0\ub0b4\ub294 \ubc29\uc2dd\uc73c\ub85c LLM \ub0b4\uc5d0 \ubca1\ud130\ub97c \uc804\ub7b5\uc801\uc73c\ub85c \ubc30\uce58\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>\uc5b8\uc5b4 \uac04 \ud328\ud134 \uc778\uc2dd<\/b><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ud1a0\ud070\uc740 \ubaa8\ub378\uc774 \ud2b9\uc815 \ub2e8\uc5b4\ub97c \ucd08\uc6d4\ud558\ub294 \ud328\ud134\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \u201cun-\u201d\uc774 \ub300\uac1c \ub2e8\uc5b4\uc758 \uc758\ubbf8\ub97c \ubc18\uc804\uc2dc\ud0a8\ub2e4\ub294 \uac83\uc744 \uc544\ub294 \uac83\uc740 \uac15\ub825\ud55c \ud328\ud134\uc785\ub2c8\ub2e4. \u201cun-\u201d\uc744 \ud1a0\ud070\uc73c\ub85c \ucde8\uae09\ud568\uc73c\ub85c\uc368, \ubaa8\ub378\uc740 \uac01 \ub2e8\uc5b4\ub97c \uc644\uc804\ud788 \ubcc4\uac1c\uc758 \uac1c\ub150\uc73c\ub85c \ud559\uc2b5\ud560 \ud544\uc694 \uc5c6\uc774 \uadf8 \ub17c\ub9ac\ub97c \u201cundo\u201d, \u201cunhappy\u201d, \u201cunbelievable\u201d\uc5d0 \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>\uba54\ubaa8\ub9ac \uc81c\uc57d<\/b><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ucef4\ud4e8\ud130\ub294 \uc720\ud55c\ud55c \uba54\ubaa8\ub9ac\ub97c \uac00\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud14d\uc2a4\ud2b8\ub97c \uae00\uc790 \ub2e8\uc704\ub85c \ucc98\ub9ac\ud558\ub294 \uac83\uc740 \ub108\ubb34 \ub290\ub9ac\uace0 \ubaa8\ub378\uc774 \uae30\uc5b5\ud558\uae30\uc5d0\ub294 \ub108\ubb34 \uae34 \uc2dc\ud000\uc2a4\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \ub2e8\uc5b4 \ub2e8\uc704\ub85c \ucc98\ub9ac\ud558\ub294 \uac83\uc740 \uc5b4\ud718\uc758 \ubc29\ub300\ud55c \ud06c\uae30\ub85c \uc778\ud574 \uc5f0\uc0b0 \uc9d1\uc57d\uc801\uc785\ub2c8\ub2e4. \ud1a0\ud070\uc740 \uc774\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4 <\/span><a href=\"https:\/\/en.wikipedia.org\/wiki\/Goldilocks_principle\"><span>\u201c\uace8\ub514\ub77d\uc2a4 \uc194\ub8e8\uc158<\/span><\/a><span>\uc720\uc5f0\uc131\uc744 \uc720\uc9c0\ud558\uae30\uc5d0 \ucda9\ubd84\ud788 \uc9e7\uc73c\uba74\uc11c\ub3c4, \uc815\ubcf4\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ub2f4\uc544\ub0bc \uc218 \uc788\uc744 \ub9cc\ud07c \uae41\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><b>\ud1a0\ud070 \uc81c\ud55c \ubc0f \ucee8\ud14d\uc2a4\ud2b8 \ucc3d<\/b><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ubaa8\ub4e0 AI \ubaa8\ub378\uc5d0\ub294 \ucee8\ud14d\uc2a4\ud2b8 \uc708\ub3c4\uc6b0\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ubaa8\ub378\uc774 \ub2e8\uae30 \uae30\uc5b5\uc5d0 \ud55c \ubc88\uc5d0 \ub2f4\uc744 \uc218 \uc788\ub294 \ucd5c\ub300 \ud1a0\ud070 \uc218\uc785\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ucee8\ud14d\uc2a4\ud2b8 \uc708\ub3c4\uc6b0\uc5d0\ub294 \uc138 \uac00\uc9c0\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><span>\uc2dc\uc2a4\ud15c \uc9c0\uce68 (AI\uc5d0\uac8c \ud589\ub3d9 \ubc29\uc2dd\uc744 \uc54c\ub824\uc8fc\ub294 \uc228\uaca8\uc9c4 \uaddc\uce59)<\/span><\/li>\n\n\n<li><span>\ud604\uc7ac \ub300\ud654 \uae30\ub85d<\/span><\/li>\n\n\n<li><span>AI\uac00 \uc0dd\uc131\ud55c \uc751\ub2f5(\ucd9c\ub825)<\/span><\/li>\n\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ubaa8\ub378\uc758 \ucee8\ud14d\uc2a4\ud2b8 \ucc3d\uc774 8,000\ud1a0\ud070(\uc57d 6,000\ub2e8\uc5b4)\uc774\uace0 \ub300\ud654\uac00 \uadf8 \ud55c\ub3c4\ub97c \ucd08\uacfc\ud558\uba74, \ubaa8\ub378\uc740 \ucc44\ud305\uc758 \uac00\uc7a5 \uc55e\ubd80\ubd84\uc744 \uc78a\uc5b4\ubc84\ub9ac\uac8c \ub429\ub2c8\ub2e4. \uc774\uac83\uc740 TV\uc758 \uc2a4\ud06c\ub864 \ub274\uc2a4 \uc790\ub9c9\uacfc \uac19\uc544\uc11c, \uac00\uc7a5 \uc624\ub798\ub41c \ub370\uc774\ud130\uac00 \uc0ac\ub77c\uc9c0\uace0 \ucd5c\uc2e0 \ub370\uc774\ud130\uac00 \ub4e4\uc5b4\uc62c \uc790\ub9ac\ub97c \ub9cc\ub4e4\uac8c \ub429\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>\uc774\ub7ec\ud55c \uc81c\ud55c\uc774 \uc874\uc7ac\ud558\ub294 \uc774\uc720\ub294 \ubb34\uc5c7\uc778\uac00\uc694?<\/b><b><br>\n<\/b><span>\uacb0\uad6d \uc5f0\uc0b0 \ube44\uc6a9\uc758 \ubb38\uc81c\uc785\ub2c8\ub2e4. \ud45c\uc900 \ud2b8\ub79c\uc2a4\ud3ec\uba38 \ubaa8\ub378\uc5d0\uc11c\ub294 \ub300\ud654 \ub0b4\uc758 \ubaa8\ub4e0 \ub2e8\uc5b4\uac00 \ub2e4\ub978 \ubaa8\ub4e0 \ub2e8\uc5b4\uc640 \ube44\uad50\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc989, \ud1a0\ud070 \uc218\uac00 \ub450 \ubc30\ub85c \ub298\uc5b4\ub098\uba74 \uc791\uc5c5\ub7c9\uc740 \ub300\ub7b5 \ub124 \ubc30\ub85c \ub298\uc5b4\ub09c\ub2e4\ub294 \ub73b\uc785\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub610\ud55c, \ud558\ub4dc\uc6e8\uc5b4 \uc778\ud504\ub77c\uc2a4\ud2b8\ub7ed\ucc98\ub294 \ubaa8\ub378\uc774 \ud65c\uc131 \uba54\ubaa8\ub9ac(RAM)\uc5d0 \ud55c \ubc88\uc5d0 \uc720\uc9c0\ud560 \uc218 \uc788\ub294 \u201c\uc0c1\ud0dc\u201d\uc758 \uc591\uc744 \uc81c\ud55c\ud569\ub2c8\ub2e4. \ucee8\ud14d\uc2a4\ud2b8 \uc708\ub3c4\uc6b0\uac00 \uc810\uc810 \ucee4\uc9c0\uace0 \uc788\uc9c0\ub9cc(\uc77c\ubd80 \ubaa8\ub378\uc740 \uc774\uc81c 100\ub9cc \uac1c \uc774\uc0c1\uc758 \ud1a0\ud070\uc744 \uc9c0\uc6d0\ud568), \uc720\ud55c\ud55c \ud55c\uacc4\ub294 \uc601\uad6c\uc801\uc778 \uc544\ud0a4\ud14d\ucc98 \uc81c\uc57d\uc73c\ub85c \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><b>\ud1a0\ud070\uc774 \ube44\uc6a9, \uc9c0\uc5f0 \uc2dc\uac04, \uc131\ub2a5\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5<\/b><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>AI \uc138\uacc4\uc758 \ud654\ud3d0\uc778 \ud1a0\ud070\uc740 AI \uc2dc\uc2a4\ud15c\uc758 \uc791\ub3d9 \ubc29\uc2dd\uc744 \uc9c1\uc811\uc801\uc73c\ub85c \uacb0\uc815\ud569\ub2c8\ub2e4. \uc2e4\uc9c8\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\ub294 \ud1a0\ud070\uc758 \uc218\ub294 \ube44\uc6a9, \ubaa8\ub378\uc758 \uc751\ub2f5 \uc18d\ub3c4, \uadf8\ub9ac\uace0 \uc131\ub2a5\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>\ucd94\ub860 \ube44\uc6a9<\/b><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub300\ubd80\ubd84\uc758 AI \uc81c\uacf5\uc5c5\uccb4\ub294 \uc0ac\uc6a9\ub41c \ud1a0\ud070 \uc218\ub97c \uae30\uc900\uc73c\ub85c \uac1c\ubc1c\uc790\uc5d0\uac8c \ube44\uc6a9\uc744 \uccad\uad6c\ud569\ub2c8\ub2e4. \uc785\ub825 \ud1a0\ud070(\ubaa8\ub378\uc5d0 \ubcf4\ub0b4\ub294 \ub0b4\uc6a9)\uc5d0 \ub300\ud574 \uc77c\uc815 \uc694\uae08\uc744 \uc9c0\ubd88\ud558\uace0, \uc77c\ubc18\uc801\uc73c\ub85c \ucd9c\ub825 \ud1a0\ud070(\ubaa8\ub378\uc774 \uc791\uc131\ud558\ub294 \ub0b4\uc6a9)\uc5d0 \ub300\ud574 \ub354 \ub192\uc740 \uc694\uae08\uc744 \uc9c0\ubd88\ud569\ub2c8\ub2e4. \uac04\uacb0\ud55c \ud504\ub86c\ud504\ud2b8\ub294 \ube44\uc6a9\uc744 \uc808\uc57d\ud569\ub2c8\ub2e4. \uc7a5\ud669\ud558\uace0 \ub450\uc11c\uc5c6\ub294 \uc751\ub2f5\uc740 \ube44\uc6a9\uc744 \uc99d\uac00\uc2dc\ud0b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>\uc9c0\uc5f0 \uc2dc\uac04<\/b><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc9c0\uc5f0 \uc2dc\uac04\uc740 AI\uac00 \uc751\ub2f5\ud558\ub294 \ub370 \uac78\ub9ac\ub294 \uc2dc\uac04\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. AI \ubaa8\ub378\uc740 \ud55c \ubc88\uc5d0 \ud558\ub098\uc758 \ud1a0\ud070\uc529 \uc21c\ucc28\uc801\uc73c\ub85c \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. \ubcf5\uc7a1\ud55c \uc5d0\uc138\uc774\ub97c \uc694\uccad\ud558\uba74, \ubaa8\ub378\uc740 \uc218\ucc9c \uac1c\uc758 \ud1a0\ud070\uc744 \ud55c \ubc88\uc5d0 \ud558\ub098\uc529 \uc0dd\uc131\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\uac83\uc774 \ud14d\uc2a4\ud2b8\uac00 \ud654\uba74\uc5d0 \uc2a4\ud2b8\ub9ac\ubc0d\ub418\ub294 \ubc29\uc2dd\uc73c\ub85c \ub098\ud0c0\ub098\ub294 \uc774\uc720\uc785\ub2c8\ub2e4. \ub2f5\ubcc0\uc5d0 \ub354 \ub9ce\uc740 \ud1a0\ud070\uc774 \ud544\uc694\ud560\uc218\ub85d, \ub354 \uc624\ub798 \uae30\ub2e4\ub9ac\uac8c \ub429\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>\uc131\ub2a5\uacfc \uc815\ud655\ub3c4<\/b><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ud1a0\ud070 \ubc00\ub3c4\uc5d0\ub294 \ucd5c\uc801\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ucee8\ud14d\uc2a4\ud2b8 \ucc3d\uc5d0 \ub108\ubb34 \ub9ce\uc740 \uc815\ubcf4\ub97c \uc5b5\uc9c0\ub85c \ucc44\uc6cc \ub123\uc73c\ub824\uace0 \ud558\uba74 \ubaa8\ub378\uc758 \uc131\ub2a5\uc774 \uc800\ud558\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ud604\uc0c1\uc740 \u201c\uc911\uac04\uc5d0\uc11c\uc758 \uc0c1\uc2e4(lost in the middle)\u201d\ub85c \uc54c\ub824\uc838 \uc788\uc2b5\ub2c8\ub2e4. \ubaa8\ub378\uc774 ~\ub77c\ub294 \uc774\uc720\ub9cc\uc73c\ub85c <\/span><i><span>\ud560 \uc218 \uc788\ub2e4<\/span><\/i><span> 100,000\uac1c\uc758 \ud1a0\ud070\uc744 \uc218\uc6a9\ud55c\ub2e4\uace0 \ud574\uc11c, \ud1a0\ud070 #50,000\uc5d0 \ubb3b\ud600 \uc788\ub294 \ud2b9\uc815 \uc0ac\uc2e4\uc744 \uc644\ubcbd\ud558\uac8c \uc7ac\ud604\ud560 \uc218 \uc788\ub2e4\ub294 \uc758\ubbf8\ub294 \uc544\ub2d9\ub2c8\ub2e4. \ud1a0\ud070 \uc0ac\uc6a9\uc744 \uc801\uc808\ud788 \uad00\ub9ac\ud574\uc57c \ubaa8\ub378\uc774 \ud56d\uc0c1 \uc815\uad50\ud55c \uc0c1\ud0dc\ub97c \uc720\uc9c0\ud558\uba70 \uad00\ub828 \ub370\uc774\ud130\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><b>\uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ud2b8\uc5d0\uac8c \ud1a0\ud070\ud654\uac00 \uc911\uc694\ud55c \uc774\uc720<\/b><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uc77c\ubc18 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ud1a0\ud070\uc740 \ub2e8\uc9c0 \uacfc\uae08 \ub2e8\uc704\uc77c \ubfd0\uc774\uc9c0\ub9cc, \uac1c\ubc1c\uc790\uc640 \ub370\uc774\ud130 \uc544\ud0a4\ud14d\ud2b8\uc5d0\uac8c\ub294 \ud575\uc2ec\uc801\uc778 \uc124\uacc4 \uc81c\uc57d \uc0ac\ud56d\uc785\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>\ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1<\/b><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\uac1c\ubc1c\uc790\ub4e4\uc740 \ud1a0\ud070 \ud6a8\uc728\uc801\uc778 \ud504\ub86c\ud504\ud2b8\ub97c \uc124\uacc4\ud574\uc57c \ud569\ub2c8\ub2e4. 50\uac1c \ud1a0\ud070\uc73c\ub85c \ud45c\ud604\ud560 \uc218 \uc788\ub294 \ub0b4\uc6a9\uc744 500\uac1c \ud1a0\ud070\uc744 \uc0ac\uc6a9\ud558\ub294 \ud504\ub86c\ud504\ud2b8\ub294 \uc608\uc0b0\uacfc \ucc98\ub9ac \uc2dc\uac04\uc758 \ub0ad\ube44\uc785\ub2c8\ub2e4. \uc544\ud0a4\ud14d\ud2b8\ub4e4\uc740 \uc885\uc885 \uc624\ubc84\ud5e4\ub4dc\ub97c \uc904\uc774\uae30 \uc704\ud574 \ubd88\ud544\uc694\ud55c \ud615\uc6a9\uc0ac\uc640 \uc11c\uc2dd\uc744 \uc81c\uac70\ud558\uba70 \ud504\ub86c\ud504\ud2b8\ub97c \ucd5c\uc801\ud654\ud558\ub294 \ub370 \uc2dc\uac04\uc744 \ud560\uc560\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>\ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \uac80\uc0c9<\/b><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ud604\ub300 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc2dc\uc2a4\ud15c\uc740 \uc885\uc885 \uc9c8\ubb38\uc5d0 \ub2f5\ubcc0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\uae30 \uc704\ud574 \ud68c\uc0ac \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \ub370\uc774\ud130\ub97c \uac80\uc0c9\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc744 \ubb34\uc5c7\uc774\ub77c\uace0 \ubd80\ub985\ub2c8\ub2e4 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/rag-applications-with-vector-search-and-couchbase\/\"><span>\uac80\uc0c9\uc99d\uac15 \uc0dd\uc131<\/span><\/a><span> (RAG). \ud558\uc9c0\ub9cc \ud1a0\ud070 \uc81c\ud55c \ub54c\ubb38\uc5d0 \uc544\ud0a4\ud14d\ud2b8\ub294 \uc804\uccb4 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c AI \ud504\ub86c\ud504\ud2b8\uc5d0 \uadf8\ub0e5 \ub364\ud504\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ub300\uc2e0\uc5d0 \uadf8\ub4e4\uc740 \ubc18\ub4dc\uc2dc \ud574\uc57c \ud569\ub2c8\ub2e4 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/data-chunking\/\"><span>\ub369\uc5b4\ub9ac<\/span><\/a><span> \ub370\uc774\ud130\ub97c \ud1a0\ud070 \uc81c\ud55c \ub0b4\uc5d0 \uae54\ub054\ud558\uac8c \ub9de\ub3c4\ub85d \ub354 \uc791\uc740 \uc870\uac01\uc73c\ub85c \ub098\ub204\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc774 \ubb38\uc11c\ub4e4\uc744 \uc5b4\ub5bb\uac8c \ubd84\ud560\ud558\ub290\ub0d0\uc5d0 \ub530\ub77c AI\uac00 \uc0ac\uc6a9\uc790\uc758 \uc9c8\ubb38\uc5d0 \ub2f5\ud558\uae30 \uc704\ud55c \uc62c\ubc14\ub978 \ub9e5\ub77d\uc744 \ud30c\uc545\ud560 \uc218 \uc788\ub294\uc9c0 \uc5ec\ubd80\uac00 \uacb0\uc815\ub429\ub2c8\ub2e4. \uc774 \ubd84\uc57c\uc5d0 \ub300\ud574 \ub354 \uae4a\uc774 \ud30c\uace0\ub4e4\uace0 \uc2f6\ub2e4\uba74, \ub2e4\uc74c\uc740 \ubc29\ubc95\uc5d0 \ub300\ud55c \ub2e8\uacc4\ubcc4 \uac00\uc774\ub4dc\uc785\ub2c8\ub2e4.<\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/guide-to-data-prep-for-rag\/\"> <span>RAG\uc6a9 \ub370\uc774\ud130 \uc900\ube44\ud558\uae30<\/span><\/a><span>.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uc791\uc5c5 \ubd80\ud558<\/b><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ud1a0\ud070\uc744 \uc774\ud574\ud558\uba74 \uc5d4\uc9c0\ub2c8\uc5b4\uac00 \ubd80\ud558\ub97c \uc608\uce21\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uace0\uac1d \uc9c0\uc6d0 \ubd07\uc774 \ud558\ub8e8\uc5d0 10,000\uac74\uc758 \ubb38\uc758\ub97c \ucc98\ub9ac\ud574\uc57c \ud558\uace0 \uac01 \ubb38\uc758\uac00 \ud3c9\uade0 500\ud1a0\ud070\uc778 \uacbd\uc6b0, \ud300\uc740 \ucf54\ub4dc\ub97c \ub2e8 \ud55c \uc904\ub3c4 \uc791\uc131\ud558\uae30 \uc804\uc5d0 \uc11c\ubc84 \ube44\uc6a9\uacfc \uc9c0\uc5f0 \uc2dc\uac04 \uc694\uad6c \uc0ac\ud56d\uc744 \uc815\ud655\ud558\uac8c \uc608\uce21\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><b>\uc8fc\uc694 \uc2dc\uc0ac\uc810 \ubc0f \uad00\ub828 \uc790\ub8cc<\/b><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\ud1a0\ud070\uc740 \ubcf4\uc774\uc9c0 \uc54a\ub294 \uc6d0\uc790\ub4e4\uc785\ub2c8\ub2e4 <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-generative-ai\/\"><span>\uc0dd\uc131\ud615 AI<\/span><\/a><span>, \ubaa8\ub378\uc774 \uc720\uba38\ub97c \uc774\ud574\ud558\ub294 \ubc29\uc2dd\ubd80\ud130 \uc2a4\ud0c0\ud2b8\uc5c5\uc774 \uc11c\ubc84 \ube44\uc6a9\uc73c\ub85c \uc5bc\ub9c8\ub97c \uc9c0\ubd88\ud558\ub294\uc9c0\uae4c\uc9c0 \ubaa8\ub4e0 \uac83\uc744 \uc88c\uc6b0\ud569\ub2c8\ub2e4. AI\uac00 \ub2e8\uc5b4\uac00 \uc544\ub2cc \uc22b\uc790\ub97c \uc77d\ub294\ub2e4\ub294 \uac83\uc744 \uc774\ud574\ud568\uc73c\ub85c\uc368, \ub354 \ub098\uc740 \ud504\ub86c\ud504\ud2b8\ub97c \uc791\uc131\ud558\uace0, \uc624\ub958\ub97c \ub354 \ud6a8\uacfc\uc801\uc73c\ub85c \ud574\uacb0\ud558\uba70, \ud604\uc7ac \uae30\uc220\uc758 \ud55c\uacc4\ub97c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc6b0\ub9ac\ub294 \ud1a0\ud070 \uacbd\uc81c\ud559\uc774 \uc624\ub298\ub0a0\uc758 \ud074\ub77c\uc6b0\ub4dc \uc2a4\ud1a0\ub9ac\uc9c0\ub9cc\ud07c IT \uc608\uc0b0\uc5d0 \uc911\uc694\ud574\uc9c0\ub294 \uc2dc\ub300\ub85c \ub098\uc544\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>\uc8fc\uc694 \ub0b4\uc6a9<\/b><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><b>\ud1a0\ud070\uc740 \uccad\ud06c\uc785\ub2c8\ub2e4:<\/b><span> \uc9e7\uc740 \uad6c, \ud55c \ub2e8\uc5b4, \ub2e8\uc5b4\uc758 \uc77c\ubd80, \uc2ec\uc9c0\uc5b4 \uacf5\ubc31\uc77c \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n\n\n<li><b>1:1 \uc544\ub2d8:<\/b><span> \ud558\ub098\uc758 \ud1a0\ud070\uc774 \ud558\ub098\uc758 \ub2e8\uc5b4\uc640 \uac19\uc740 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. (750\ub2e8\uc5b4\ub97c \ud45c\ud604\ud558\ub294 \ub370 \ub300\ub7b5 1,000\uac1c\uc758 \ud1a0\ud070\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.).<\/span><\/li>\n\n\n<li><b>\ud6a8\uc728\uc131<\/b><span> \ud1a0\ud070\uc744 \uc0ac\uc6a9\ud558\uba74 \ubaa8\ub378\uc774 \uc81c\ud55c\ub41c \uba54\ubaa8\ub9ac\ub85c \ubc29\ub300\ud55c \uc5b4\ud718\ub97c \uad00\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n\n\n<li><b>\ucee8\ud14d\uc2a4\ud2b8 \uc708\ub3c4\uc6b0:<\/b><span> \ubaa8\ub4e0 \ubaa8\ub378\uc5d0\ub294 \ud55c \ubc88\uc5d0 \uae30\uc5b5\ud560 \uc218 \uc788\ub294 \ub300\ud654\ub7c9\uc5d0 \ub300\ud55c \uc5c4\uaca9\ud55c \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n\n\n<li><b>\ube44\uc6a9:<\/b><span> \uc785\ub825(\uc77d\uae30)\uacfc \ucd9c\ub825(\uc4f0\uae30) \ubaa8\ub450 \ud1a0\ud070 \ub2e8\uc704\ub85c \uc694\uae08\uc774 \uccad\uad6c\ub429\ub2c8\ub2e4.<\/span><\/li>\n\n\n<li><b>\uc18d\ub3c4<\/b><span> \uc9c0\uc5f0 \uc2dc\uac04\uc740 \ubaa8\ub378\uc774 \uc21c\ucc28\uc801\uc73c\ub85c \uc0dd\uc131\ud574\uc57c \ud558\ub294 \ud1a0\ud070 \uc218\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/span><\/li>\n\n\n<li><b>\uac1c\ubc1c<\/b><span> Building AI apps requires strict management of token budgets and data chunking.<\/span><\/li>\n\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><span>To learn more about topics related to AI and the valuable role of tokens, check out these resources:<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><b>\uad00\ub828 \ub9ac\uc18c\uc2a4<\/b><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-vector-search\/\"><span>A Guide to Vector Search &#8211; Blog<\/span><\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/generative-ai-development\/\"><span>\uc0dd\uc131\ud615 AI \uac1c\ubc1c \uac00\uc774\ub4dc \u2013 \ube14\ub85c\uadf8<\/span><\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/embedding-models\/\"><span>What Are Embedding Models? An Overview &#8211; Blog<\/span><\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/ai-powered-recommendation-engine-llm-rag\/\"><span>From Concept to Code: LLM + RAG With Couchbase &#8211; Blog<\/span><\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/capella-iq-reference-architecture\/\"><span>Building GenAI Applications With Couchbase Capella &#8211; Blog<\/span><\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/use-cases\/artificial-intelligence\/\"><span>AI Use Cases With NoSQL Databases &#8211; Use Cases<\/span><\/a><\/li>\n\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><b>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/b><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><b>Why do AI models use tokens instead of raw text? <\/b><span>Computers can\u2019t process raw text; they can only process numbers. Tokens provide a standardized way to convert text into numerical sequences that preserve meaning while keeping the dataset manageable for the processor.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>How many tokens can an AI model process at once, and why do limits exist? <\/b><span>Processing limits depend on the model. Some accept 4,000 tokens, while others handle a million or more. Limits exist because requirements for RAM and computational power grow exponentially as the text produced gets longer.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>Do different AI models use different tokenization methods? <\/b><span>Yes. A sentence processed by GPT-4 might result in a different number of tokens than the same sentence processed by Claude or Llama. Each model uses a specific tokenizer trained for its architecture.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>How do tokens impact prompt length and response quality? <\/b><span>If your prompt uses too many tokens, you leave less room for the AI\u2019s response within the context limit. Additionally, extremely long prompts can sometimes dilute the model\u2019s focus, leading to less accurate answers.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>Can the same sentence produce a different number of tokens across models? <\/b><span>Yes. Because different companies train their tokenizers differently, one might treat \u201chamburger\u201d as a single token, while another might split it into \u201cham\u201d and \u201cburger.\u201d<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>How can developers optimize prompts to use fewer tokens? <\/b><span>Developers can remove filler words (\u201cthe,\u201d \u201ca,\u201d \u201cthat\u201d), avoid repeating instructions, use concise formatting, and strip out unnecessary whitespace. Writing clear, direct instructions is the best way to save tokens.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>SUMMARY A token is the smallest unit of text an AI system uses to interpret and generate language, and it can represent a full word, part of a word, a character, or even a short phrase. Before processing, text is tokenized, breaking it into meaningful segments so models can recognize patterns and understand unfamiliar words [&hellip;]<\/p>\n","protected":false},"author":81637,"featured_media":5300,"comment_status":"open","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":""},"categories":[54],"tags":[],"ppma_author":[1022],"class_list":["post-5301","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-couchbase-server"],"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>What Is a Token in AI? An Explainer<\/title>\n<meta name=\"description\" content=\"What is a token in AI? Learn how tokenization works, why tokens matter, and how they impact AI cost, performance, and scalability.\" \/>\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\/what-is-a-token-in-ai\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Is a Token in AI? An Explainer\" \/>\n<meta property=\"og:description\" content=\"What is a token in AI? 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