{"id":15429,"date":"2024-03-14T06:01:07","date_gmt":"2024-03-14T13:01:07","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=15429"},"modified":"2025-06-13T16:37:03","modified_gmt":"2025-06-13T23:37:03","slug":"vector-similarity-search","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/vector-similarity-search\/","title":{"rendered":"\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?"},"content":{"rendered":"<h2><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9 \uac1c\uc694<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \ubca1\ud130 \ud45c\ud604\uc5d0 \ub530\ub77c \uc720\uc0ac\ud55c \ucf58\ud150\uce20\ub098 \ub370\uc774\ud130\ub97c \ucc3e\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uac01 \ub370\uc774\ud130\ub97c \ud2b9\uc815 \ubc29\uc2dd\uc73c\ub85c \ubc30\uc5f4\ub41c \uc22b\uc790\uc758 \uc9d1\ud569\uc774\ub77c\uace0 \uc0c1\uc0c1\ud574 \ubcf4\uc138\uc694. \uc774\ub7ec\ud55c \uc22b\uc790 \ubaa8\uc74c\uc744 \ube44\uad50\ud558\uba74 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc720\uc0ac\ud55c \ucf58\ud150\uce20\ub098 \ub370\uc774\ud130\ub97c \ube60\ub974\uac8c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub9c8\uce58 \ub3c4\uc11c\uad00\uc5d0\uc11c \uace0\uc720 \ucf54\ub4dc\ub97c \ube44\uad50\ud558\uc5ec \ube44\uc2b7\ud55c \ucc45\uc744 \ucc3e\uac70\ub098 \ud53d\uc140 \uac12\uc744 \ube44\uad50\ud558\uc5ec \ube44\uc2b7\ud55c \uc0ac\uc9c4\uc744 \ucc3e\ub294 \uac83\uacfc \uac19\uc2b5\ub2c8\ub2e4. \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uacfc \uadf8 \ud65c\uc6a9, \uadf8\ub9ac\uace0 \ubca1\ud130 \uac04\uc758 \uac70\ub9ac\ub97c \uce21\uc815\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \uacc4\uc18d \uc77d\uc5b4\ubcf4\uc138\uc694.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc758 \uc791\ub3d9 \ubc29\uc2dd<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \uc815\ubcf4 \uac80\uc0c9, \uba38\uc2e0 \ub7ec\ub2dd, \ucd94\ucc9c \uc2dc\uc2a4\ud15c, \ucef4\ud4e8\ud130 \ube44\uc804 \ubd84\uc57c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub294\uc9c0 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\ubca1\ud130 \ud45c\ud604<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc5d0\uc11c\ub294 \ubb38\uc11c, \uc774\ubbf8\uc9c0 \ub610\ub294 \uc81c\ud488\uacfc \uac19\uc740 \ub370\uc774\ud130\ub97c \uc5ec\ub7ec \ucc28\uc6d0\uc774 \uc788\ub294 \uacf5\uac04\uc5d0\uc11c \ubca1\ud130\ub85c \ud45c\ud604\ud569\ub2c8\ub2e4. \uac01 \ucc28\uc6d0\uc740 \ub370\uc774\ud130\uc758 \ud2b9\uc815 \ud2b9\uc131\uc774\ub098 \uc18d\uc131\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ubb38\uc11c \uac80\uc0c9 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uac01 \ucc28\uc6d0\uc740 \ub2e8\uc5b4\ub098 \uc6a9\uc5b4\ub97c \ub098\ud0c0\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uad6c\uc131 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uba74 \ubca1\ud130\ub97c \ube44\uad50\ud558\uace0 \uc720\uc0ac\ud55c \ub370\uc774\ud130\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \uc911\uc694\ud55c \ub370\uc774\ud130 \ud2b9\uc9d5\uc744 \uad6c\uc870\ud654\ub418\uace0 \uce21\uc815 \uac00\ub2a5\ud55c \ud615\uc2dd\uc73c\ub85c \ucea1\ucc98\ud558\uae30 \ub54c\ubb38\uc5d0 \uac80\uc0c9\uc744 \ub354\uc6b1 \ud6a8\uacfc\uc801\uc73c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\uc778\ub371\uc2f1<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\uc720\uc0ac\ub3c4 \uac80\uc0c9\uc744 \ub354 \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \ud558\uae30 \uc704\ud574, \ubca1\ud130\ub97c \uc815\ub9ac\ud558\ub294 \uc778\ub371\uc2a4 \uad6c\uc870\ub97c \ub9cc\ub4ed\ub2c8\ub2e4. \uc778\ub371\uc2a4\ub780 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \uac01 \uc30d\uc744 \ube44\uad50\ud558\uc9c0 \uc54a\uace0\ub3c4 \uc720\uc0ac\ud55c \ubca1\ud130\ub97c \ube60\ub974\uac8c \ucc3e\uc744 \uc218 \uc788\ub3c4\ub85d \ub370\uc774\ud130\ub97c \uad6c\uc131\ud558\ub294 \ud2b9\ubcc4\ud55c \ubc29\ubc95\uc774\ub77c\uace0 \uc0dd\uac01\ud558\uba74 \ub429\ub2c8\ub2e4. \uc778\ub371\uc2f1\uc740 \uac80\uc0c9 \ud504\ub85c\uc138\uc2a4\uc758 \uc18d\ub3c4\ub97c \ud06c\uac8c \ub192\uc5ec\uc8fc\uae30 \ub54c\ubb38\uc5d0 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ub2e4\ub8f0 \ub54c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc778\ub371\uc2a4\ub97c \uc0ac\uc6a9\ud558\uba74 \uad00\ub828 \ubca1\ud130\ub97c \ud6e8\uc52c \ube60\ub974\uac8c \ucc3e\uc744 \uc218 \uc788\uc5b4 \uc2dc\uac04\uacfc \ub9ac\uc18c\uc2a4\ub97c \uc808\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\uac70\ub9ac \uba54\ud2b8\ub9ad<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\uac70\ub9ac \uba54\ud2b8\ub9ad\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubca1\ud130\uac00 \uc5bc\ub9c8\ub098 \uc720\uc0ac\ud558\uac70\ub098 \ub2e4\ub978\uc9c0 \ud310\ub2e8\ud569\ub2c8\ub2e4(\uac70\ub9ac \uba54\ud2b8\ub9ad\uc5d0 \ub300\ud574\uc11c\ub294 \ub2e4\uc74c \uc139\uc158\uc5d0\uc11c \uc790\uc138\ud788 \ub2e4\ub8f0 \uc608\uc815\uc785\ub2c8\ub2e4). \uc774 \uba54\ud2b8\ub9ad\uc740 \uace0\ucc28\uc6d0 \uacf5\uac04\uc5d0\uc11c \ub450 \ubca1\ud130 \uc0ac\uc774\uc758 \uac70\ub9ac \ub610\ub294 \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud569\ub2c8\ub2e4. \uc720\ud074\ub9ac\ub4dc \uac70\ub9ac, \ucf54\uc0ac\uc778 \uc720\uc0ac\uc131, \ub3c4\ud2b8 \uacf1 \uc720\uc0ac\uc131 \ub4f1 \ub2e4\uc591\ud55c \uac70\ub9ac \uba54\ud2b8\ub9ad\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\ud560 \uac70\ub9ac \uba54\ud2b8\ub9ad\uc758 \uc120\ud0dd\uc740 \ub370\uc774\ud130\uc758 \ud2b9\uc131\uacfc \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4. \uac01 \uac70\ub9ac \uce21\uc815\uc9c0\ud45c\ub294 \uac01\uac01\uc758 \uac15\uc810\uc744 \uac00\uc9c0\uace0 \uc788\uc73c\uba70 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc720\ud615\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.\u00a0<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\uc0c9\uc778 \uad6c\ucd95<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\ubca1\ud130\uc640 \uc120\ud0dd\ud55c \uac70\ub9ac \uba54\ud2b8\ub9ad\uc740 \uc778\ub371\uc2a4 \uad6c\uc870\ub97c \uad6c\ucd95\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub2e4\uc74c\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \uc720\ud615\uc758 \uc778\ub371\uc2a4 \uad6c\uc870\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><a href=\"https:\/\/en.wikipedia.org\/wiki\/K-d_tree\"><span style=\"font-weight: 400\">\ucf00\uc774\ub514 \ud2b8\ub9ac<\/span><\/a><span style=\"font-weight: 400\">, <\/span><a href=\"https:\/\/en.wikipedia.org\/wiki\/Ball_tree\"><span style=\"font-weight: 400\">\ubcfc \ud2b8\ub9ac<\/span><\/a><span style=\"font-weight: 400\">, <\/span><a href=\"https:\/\/en.wikipedia.org\/wiki\/Vantage-point_tree\"><span style=\"font-weight: 400\">VP \ud2b8\ub9ac<\/span><\/a><span style=\"font-weight: 400\">\ub610\ub294 <\/span><a href=\"https:\/\/cseweb.ucsd.edu\/~dasgupta\/papers\/rptree-stoc.pdf\"><span style=\"font-weight: 400\">\ubb34\uc791\uc704 \ud22c\uc601 \ud2b8\ub9ac<\/span><\/a><span style=\"font-weight: 400\">. \uc774\ub7ec\ud55c \uad6c\uc870\ub294 \uace0\ucc28\uc6d0 \uacf5\uac04\uc744 \ub354 \uc791\uc740 \uc601\uc5ed\uc73c\ub85c \ub098\ub204\uc5b4 \uac80\uc0c9 \uacf5\uac04\uc744 \uc881\ud600 \ud6a8\uc728\uc801\uc778 \uac80\uc0c9\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\uc2dd\uc73c\ub85c \ubca1\ud130\ub97c \uad6c\uc131\ud558\uba74 \uac00\ub2a5\ud55c \ubaa8\ub4e0 \uc30d\uc744 \ube44\uad50\ud558\uc9c0 \uc54a\uace0\ub3c4 \uc720\uc0ac\ud55c \ubca1\ud130\ub97c \ube60\ub974\uac8c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc778\ub371\uc2a4 \uad6c\uc870\ub294 \ub85c\ub4dc\ub9f5 \uc5ed\ud560\uc744 \ud558\uc5ec \uac80\uc0c9 \ud504\ub85c\uc138\uc2a4\ub97c \uc548\ub0b4\ud558\uace0 \ud2b9\ud788 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ub2e4\ub8f0 \ub54c \uac80\uc0c9 \uc18d\ub3c4\ub97c \ud06c\uac8c \ub192\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\ucffc\ub9ac\ud558\uae30<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\uc720\uc0ac\ud55c \ubca1\ud130\ub97c \ucc3e\uc73c\ub824\uba74 \uad00\uc2ec \uc788\ub294 \uac1d\uccb4\ub97c \ub098\ud0c0\ub0b4\ub294 \ucffc\ub9ac \ubca1\ud130\ub85c \uc2dc\uc791\ud569\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c, \ucffc\ub9ac \ubca1\ud130\ub97c \uc120\ud0dd\ud55c \uac70\ub9ac \uba54\ud2b8\ub9ad\uc744 \uc0ac\uc6a9\ud574 \uc0c9\uc778\ub41c \ubca1\ud130\uc640 \ube44\uad50\ud569\ub2c8\ub2e4. \uc0c9\uc778 \uad6c\uc870\ub294 \uc774 \uacfc\uc815\uc5d0\uc11c \uac80\uc0c9\uc744 \uc548\ub0b4\ud558\ub294 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \uace0\ucc28\uc6d0 \uacf5\uac04\uc758 \uad00\ub828 \uc601\uc5ed\uc73c\ub85c \uac80\uc0c9\uc744 \uc720\ub3c4\ud558\uc5ec \ud544\uc694\ud55c \ubca1\ud130 \ube44\uad50\uc758 \uc218\ub97c \uc881\ud788\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc778\ub371\uc2a4 \uad6c\uc870\ub97c \ud65c\uc6a9\ud558\uba74 \ucffc\ub9ac \ubca1\ud130\ub97c \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ubaa8\ub4e0 \ubca1\ud130\uc640 \ube44\uad50\ud558\uc9c0 \uc54a\uace0\ub3c4 \uc720\uc0ac\ud55c \ubca1\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \uc2dc\uac04\uacfc \uacc4\uc0b0 \ub9ac\uc18c\uc2a4\ub97c \uc808\uc57d\ud558\uc5ec \uac80\uc0c9 \ud504\ub85c\uc138\uc2a4\ub97c \ub354 \ube60\ub974\uace0 \ud6a8\uacfc\uc801\uc73c\ub85c \ub9cc\ub4ed\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\ub7ad\ud0b9 \ubc0f \uac80\uc0c9<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\uc120\ud0dd\ud55c \uac70\ub9ac \uba54\ud2b8\ub9ad\uc744 \uc0ac\uc6a9\ud558\uc5ec \ucffc\ub9ac \ubca1\ud130\uc640 \uc0c9\uc778\ub41c \ubca1\ud130\ub97c \ube44\uad50\ud55c \ud6c4, \uac80\uc0c9\ub41c \ubca1\ud130\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ucffc\ub9ac \ubca1\ud130\uc640\uc758 \uc720\uc0ac\uc131\uc5d0 \ub530\ub77c \uc21c\uc704\uac00 \ub9e4\uaca8\uc9d1\ub2c8\ub2e4. \uc774 \uc21c\uc704\ub294 \uac70\ub9ac \uba54\ud2b8\ub9ad\uc5d0\uc11c \uc5bb\uc740 \uac70\ub9ac \uac12\uc5d0 \uc758\ud574 \uacb0\uc815\ub429\ub2c8\ub2e4. \ucffc\ub9ac \ubca1\ud130\uc640\uc758 \uac70\ub9ac\uac00 \ub354 \uc791\uc740 \ubca1\ud130\ub294 \ub354 \uc720\uc0ac\ud55c \uac83\uc73c\ub85c \uac04\uc8fc\ub418\uc5b4 \ub354 \ub192\uc740 \uc21c\uc704\ub97c \ubd80\uc5ec\ubc1b\uc2b5\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c, \uac80\uc0c9 \uacb0\uacfc\ub294 \uc120\ud0dd\ud55c \uac70\ub9ac \uba54\ud2b8\ub9ad\uc5d0 \ub530\ub77c \uac00\uc7a5 \uc720\uc0ac\ud55c \ubca1\ud130\ub85c \uad6c\uc131\ub418\uba70, \ucd5c\uc885 \ucd9c\ub825\uc73c\ub85c \ubc18\ud658\ub429\ub2c8\ub2e4. \uc774 \uc21c\uc704 \uc9c0\uc815 \ud504\ub85c\uc138\uc2a4\ub294 \uac00\uc7a5 \uad00\ub828\uc131\uc774 \ub192\uace0 \uc720\uc0ac\ud55c \ubca1\ud130\uac00 \uc0c1\uc704 \uac80\uc0c9 \uacb0\uacfc\ub85c \ud45c\uc2dc\ub418\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\ud6c4\ucc98\ub9ac<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc694\uad6c\uc0ac\ud56d\uc5d0 \ub530\ub77c \ud2b9\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uac80\uc0c9 \uacb0\uacfc\uc5d0 \ucd94\uac00\uc801\uc778 \ud6c4\ucc98\ub9ac \ub2e8\uacc4\uac00 \uc801\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc5d0\uc11c\ub294 \ud544\ud130\ub9c1 \ubc0f \uc21c\uc704 \uc54c\uace0\ub9ac\uc998\uacfc \uac19\uc740 \ucd94\uac00 \ub2e8\uacc4\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc120\ud638\ub3c4\uc5d0 \ub530\ub77c \ucd94\ucc9c\uc744 \uac1c\uc778\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud6c4\ucc98\ub9ac \ub2e8\uacc4\ub294 \uc0ac\uc6a9\uc790\uc758 \uc694\uad6c\uc640 \uc120\ud638\ub3c4\uc5d0 \ub354 \uc798 \ubd80\ud569\ud558\ub3c4\ub85d \uac80\uc0c9 \uacb0\uacfc\ub97c \uc138\ubd84\ud654\ud558\uace0 \ub9de\ucda4\ud654\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ucd94\uac00 \uc54c\uace0\ub9ac\uc998\uc744 \ud1b5\ud569\ud568\uc73c\ub85c\uc368 \uc2dc\uc2a4\ud15c\uc740 \ubcf4\ub2e4 \ud0c0\uac9f\ud305\ub418\uace0 \uac1c\uc778\ud654\ub41c \ucd94\ucc9c\uc744 \uc81c\uacf5\ud558\uc5ec \uc804\ubc18\uc801\uc778 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\uac1d\uccb4\ub97c \ubca1\ud130\ub85c \ud6a8\uacfc\uc801\uc73c\ub85c \ud45c\ud604\ud558\uace0, \uc778\ub371\uc2a4 \uad6c\uc870\ub97c \uad6c\uc131\ud558\uace0, \uc801\uc808\ud55c \uac70\ub9ac \uc9c0\ud45c\ub97c \uc120\ud0dd\ud558\uace0, \ud6a8\uc728\uc801\uc778 \uac80\uc0c9\uc744 \uc704\ud574 \uc778\ub371\uc2a4\ub97c \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \ubca1\ud130 \uc720\uc0ac\uc131 \uac80\uc0c9\uc740 \uace0\ucc28\uc6d0 \uacf5\uac04\uc5d0\uc11c \uc720\uc0ac\ud55c \ubca1\ud130\ub97c \uac80\uc0c9\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \uac80\uc0c9\ub41c \ubca1\ud130\uc758 \uc21c\uc704\ub97c \ub9e4\uae30\uace0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud2b9\uc815 \uc694\uad6c\uc0ac\ud56d\uc5d0 \ub530\ub77c \ud6c4\ucc98\ub9ac \ub2e8\uacc4\ub97c \uc801\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc758 \uac70\ub9ac \uba54\ud2b8\ub9ad<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\uac70\ub9ac \uba54\ud2b8\ub9ad\uc740 \ub450 \ubca1\ud130 \uac04\uc758 \uc720\uc0ac\uc131 \ub610\ub294 \ube44\uc720\uc0ac\uc131\uc744 \uce21\uc815\ud558\ub294 \ubc29\ubc95\uc744 \uc81c\uacf5\ud558\uae30 \ub54c\ubb38\uc5d0 \ubca1\ud130 \uc720\uc0ac\uc131 \uac80\uc0c9\uc758 \ud544\uc218 \uad6c\uc131 \uc694\uc18c\uc785\ub2c8\ub2e4. \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc5d0\ub294 \uc5ec\ub7ec \uac00\uc9c0 \uc720\ud615\uc758 \uac70\ub9ac \uba54\ud2b8\ub9ad\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc73c\uba70, \uac01 \uba54\ud2b8\ub9ad\uc740 \uc7a5\ub2e8\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uac70\ub9ac \uba54\ud2b8\ub9ad\uc758 \uc120\ud0dd\uc740 \uad81\uadf9\uc801\uc73c\ub85c \ud2b9\uc815 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \ubd84\uc11d \ub300\uc0c1 \ub370\uc774\ud130\uc758 \uc720\ud615\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc720\ud074\ub9ac\ub4dc \uac70\ub9ac<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc720\ud074\ub9ac\ub4dc \uac70\ub9ac\ub294 \ub2e4\ucc28\uc6d0 \uacf5\uac04\uc5d0\uc11c \ub450 \ubca1\ud130 \uc0ac\uc774\uc758 \uc9c1\uc120 \uac70\ub9ac\ub97c \uce21\uc815\ud569\ub2c8\ub2e4. \ub450 \ubca1\ud130\uc758 \ud574\ub2f9 \uc694\uc18c \uac04 \ucc28\uc774\uc758 \uc81c\uacf1\ud569\uc758 \uc81c\uacf1\uadfc\uc73c\ub85c \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">L2 \uc81c\uacf1 \uac70\ub9ac<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">L2 \uc81c\uacf1 \uac70\ub9ac\ub294 \uc720\ud074\ub9ac\ub4dc \uac70\ub9ac\ub97c \uae30\uc900\uc73c\ub85c \ub450 \ubca1\ud130 \uc0ac\uc774\uc758 \uac70\ub9ac\ub97c \uce21\uc815\ud569\ub2c8\ub2e4. \ub450 \ubca1\ud130\uc758 \ud574\ub2f9 \uc694\uc18c \uac04 \ucc28\uc774\uc758 \uc81c\uacf1\uc758 \ud569\uc73c\ub85c \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ub3c4\ud2b8 \uc81c\ud488 \uc720\uc0ac\uc131<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ub3c4\ud2b8 \uacf1 \uc720\uc0ac\ub3c4\ub294 \ubca1\ud130\uc758 \ub3c4\ud2b8 \uacf1\uc744 \uae30\uc900\uc73c\ub85c \ub450 \ubca1\ud130 \uac04\uc758 \uc720\uc0ac\ub3c4\ub97c \uce21\uc815\ud569\ub2c8\ub2e4. \ub450 \ubca1\ud130\uc758 \ub3c4\ud2b8 \uacf1\uc73c\ub85c \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ucf54\uc0ac\uc778 \uc720\uc0ac\ub3c4<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ucf54\uc0ac\uc778 \uc720\uc0ac\ub3c4\ub294 \ub450 \ubca1\ud130\uc758 \ub3c4\ud2b8 \uacf1\uc744 \uae30\uc900\uc73c\ub85c \ub450 \ubca1\ud130\uc758 \uc720\uc0ac\ub3c4\ub97c \uce21\uc815\ud569\ub2c8\ub2e4. \ub450 \ubca1\ud130\uc758 \ub3c4\ud2b8 \uacf1\uc744 \ud06c\uae30\uc758 \uacf1\uc73c\ub85c \ub098\ub208 \uac12\uc73c\ub85c \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">Jaccard \uc720\uc0ac\uc131<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\uc81c\uc774\uce74\ub4dc \uc720\uc0ac\ub3c4\ub294 \ub450 \uc9d1\ud569\uc758 \uad50\uc9d1\ud569\uacfc \ud569\uc9d1\ud569\uc758 \ud06c\uae30\ub97c \uae30\uc900\uc73c\ub85c \ub450 \uc9d1\ud569 \uac04\uc758 \uc720\uc0ac\ub3c4\ub97c \uce21\uc815\ud569\ub2c8\ub2e4. \uad50\uc9d1\ud569\uc758 \ud06c\uae30\ub97c \ud569\uc9d1\ud569\uc758 \ud06c\uae30\ub85c \ub098\ub208 \uac12\uc73c\ub85c \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ub9e8\ud574\ud2bc \uac70\ub9ac<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ub9e8\ud574\ud2bc \uac70\ub9ac\ub294 \ud574\ub2f9 \uc694\uc18c \uac04\uc758 \uc808\ub300 \ucc28\uc774\uc758 \ud569\uc744 \uae30\uc900\uc73c\ub85c \ub450 \ubca1\ud130 \uc0ac\uc774\uc758 \uac70\ub9ac\ub97c \uce21\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h3 style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ub9dd\uce58\uc9c8 \uac70\ub9ac<\/span><\/h3>\n<p style=\"padding-left: 40px\"><span style=\"font-weight: 400\">\ud574\ubc0d \uac70\ub9ac\ub294 \ubca1\ud130\uc758 \ud574\ub2f9 \uc694\uc18c\uac00 \ub2e4\ub978 \uc704\uce58\uc758 \uc218\ub97c \uae30\uc900\uc73c\ub85c \ub450 \ubca1\ud130 \uc0ac\uc774\uc758 \uac70\ub9ac\ub97c \uce21\uc815\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9 \uc0ac\uc6a9 \uc0ac\ub840<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\uc774\uc81c \ubca1\ud130 \uac70\ub9ac \uba54\ud2b8\ub9ad\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubd24\uc73c\ub2c8 \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc758 \uc138 \uac00\uc9c0 \uc0ac\uc6a9 \uc0ac\ub840\uc778 \uc774\ubbf8\uc9c0 \uac80\uc0c9, \ucd94\ucc9c \uc2dc\uc2a4\ud15c, \uc0ac\uae30 \ud0d0\uc9c0\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\uc774\ubbf8\uc9c0 \uac80\uc0c9<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uc720\uc0ac\ud55c \uc774\ubbf8\uc9c0\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc0ac\uc6a9\uc790\uac00 \uac80\uc0c9 \uc774\ubbf8\uc9c0\ub97c \uc5c5\ub85c\ub4dc\ud558\uba74 \uac80\uc0c9 \uc54c\uace0\ub9ac\uc998\uc774 \uc0c9\uc0c1, \uc9c8\uac10, \ubaa8\uc591 \ub4f1 \uc2dc\uac01\uc801 \ud2b9\uc9d5\uc744 \uae30\ubc18\uc73c\ub85c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uac80\uc0c9 \uc774\ubbf8\uc9c0\uc640 \uc720\uc0ac\ud55c \ubaa8\ub4e0 \uc774\ubbf8\uc9c0\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ubbf8\uc9c0 \uac80\uc0c9 \uc678\uc5d0\ub3c4 \ubb3c\uccb4 \uac10\uc9c0 \ubc0f \uc5bc\uad74 \uc778\uc2dd\uc5d0\ub3c4 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\ucd94\ucc9c \uc2dc\uc2a4\ud15c<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \uc0ac\uc6a9\uc790\uac00 \uc774\uc804\uc5d0 \uc88b\uc544\ud588\uac70\ub098 \uad6c\ub9e4\ud55c \uc0c1\ud488\uacfc \uc720\uc0ac\ud55c \uc0c1\ud488\uc774\ub098 \uc11c\ube44\uc2a4\ub97c \uc81c\uc548\ud558\ub294 \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc0ac\uc6a9\uc790\uc758 \uad6c\ub9e4 \uc774\ub825\uc744 \ubca1\ud130\ub85c \ud45c\ud604\ud558\uba74 \uac80\uc0c9 \uc54c\uace0\ub9ac\uc998\uc774 \uce74\ud14c\uace0\ub9ac, \uac00\uaca9, \ube0c\ub79c\ub4dc \ub4f1\uc758 \ud2b9\uc9d5\uc744 \uae30\uc900\uc73c\ub85c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uc0ac\uc6a9\uc790\uc758 \uad6c\ub9e4 \ub0b4\uc5ed\uacfc \uc720\uc0ac\ud55c \ubaa8\ub4e0 \uc81c\ud488\uc744 \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \uc774\ucee4\uba38\uc2a4, \uc74c\uc545 \ubc0f \ub3d9\uc601\uc0c1 \uc2a4\ud2b8\ub9ac\ubc0d, \uc628\ub77c\uc778 \uad11\uace0\uc640 \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc720\uc6a9\ud558\uac8c \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3><span style=\"font-weight: 400\">\uc0ac\uae30 \ud0d0\uc9c0<\/span><\/h3>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \ub2e4\uc74c\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/span><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/couchbase-ai-ml-fraud-detection\/\"><span style=\"font-weight: 400\">\uc0ac\uae30 \uac70\ub798 \ud0d0\uc9c0<\/span><\/a><span style=\"font-weight: 400\"> \ucffc\ub9ac \uac70\ub798\uc640 \uc54c\ub824\uc9c4 \uc0ac\uae30 \uac70\ub798 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uac04\uc758 \uc720\uc0ac\uc131\uc744 \ube44\uad50\ud558\uc5ec \uc0ac\uae30 \uac70\ub798\ub97c \ucc3e\uc544\ub0c5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ucffc\ub9ac \uac70\ub798\ub97c \ubca1\ud130\ub85c \ud45c\ud604\ud558\uba74 \uac80\uc0c9 \uc54c\uace0\ub9ac\uc998\uc740 \uae08\uc561, \uc704\uce58, \uc2dc\uac04 \ub4f1\uc758 \ud2b9\uc9d5\uc744 \uae30\uc900\uc73c\ub85c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \ucffc\ub9ac \uac70\ub798\uc640 \uc720\uc0ac\ud55c \ubaa8\ub4e0 \uac70\ub798\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \uc2e0\uc6a9\uce74\ub4dc \uc0ac\uae30 \ud0d0\uc9c0, \ubcf4\ud5d8 \uc0ac\uae30 \ud0d0\uc9c0, \uc790\uae08 \uc138\ud0c1 \ud0d0\uc9c0\uc640 \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc720\uc6a9\ud558\uac8c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc758 \uc7a5\uc810<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uac80\uc0c9\uc744 \uc0ac\uc6a9\ud558\uba74 \uc5bb\uc744 \uc218 \uc788\ub294 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc774\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><b>\ud6a8\uc728\uc801\uc778 \uac80\uc0c9<\/b><span style=\"font-weight: 400\">: \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9 \uc54c\uace0\ub9ac\uc998\uc740 \ub300\uaddc\ubaa8 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uac80\uc0c9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \uc720\uc0ac\ud55c \ubca1\ud130\ub97c \ube60\ub974\uac8c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud6a8\uc728\uc801\uc778 \uac80\uc0c9\uc740 \uae30\uc874 \uac80\uc0c9 \ubc29\ubc95\uc73c\ub85c\ub294 \uc18d\ub3c4\uac00 \ub290\ub9ac\uac70\ub098 \ube44\ud604\uc2e4\uc801\uc778 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ub2e4\ub8f0 \ub54c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\ud655\uc7a5\uc131<\/b><span style=\"font-weight: 400\">: \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc27d\uac8c \ud655\uc7a5\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4. \ud655\uc7a5\uc131\uc740 \uc774\ubbf8\uc9c0\ub098 \ub3d9\uc601\uc0c1 \uac80\uc0c9\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\uc815\ud655\ub3c4 \ud5a5\uc0c1<\/b><span style=\"font-weight: 400\">: \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \ud2b9\ud788 \uc5ec\ub7ec \uc18d\uc131\uc744 \uac00\uc9c4 \ubca1\ud130\ub97c \uac80\uc0c9\ud560 \ub54c \uae30\uc874 \uac80\uc0c9 \ubc29\ubc95\ubcf4\ub2e4 \ub354 \uc815\ud655\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9 \uc54c\uace0\ub9ac\uc998\uc774 \ub2e8\uc77c \uc18d\uc131\uc5d0\ub9cc \uc758\uc874\ud558\uc9c0 \uc54a\uace0 \ub2e4\ucc28\uc6d0 \uacf5\uac04\uc5d0\uc11c \ubca1\ud130 \uac04\uc758 \uc720\uc0ac\ub3c4\ub97c \uace0\ub824\ud558\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\uc720\uc5f0\uc131<\/b><span style=\"font-weight: 400\">: \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \uc720\ud074\ub9ac\ub4dc \uac70\ub9ac, \ucf54\uc0ac\uc778 \uc720\uc0ac\ub3c4, \ub3c4\ud2b8 \uacf1 \uc720\uc0ac\ub3c4 \ub4f1 \ub2e4\uc591\ud55c \uac70\ub9ac \uba54\ud2b8\ub9ad\uacfc \ud568\uaed8 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \uac70\ub9ac \uba54\ud2b8\ub9ad \uc720\ud615\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub2e4\uc6a9\ub3c4\ub85c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \uae30\uc220\uc785\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\ubc94\uc704 \ucffc\ub9ac \uc9c0\uc6d0<\/b><span style=\"font-weight: 400\">: \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \ubc94\uc704 \ucffc\ub9ac\ub97c \uc9c0\uc6d0\ud558\uc5ec \ud2b9\uc815 \ubc94\uc704 \ub0b4\uc5d0\uc11c \ucffc\ub9ac \ubca1\ud130\uc640 \uc720\uc0ac\ud55c \ubca1\ud130\ub97c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc740 \uc774\ubbf8\uc9c0 \uac80\uc0c9\uacfc \uac19\uc774 \ucffc\ub9ac \uc774\ubbf8\uc9c0\uc640 \uc720\uc0ac\ud558\uc9c0\ub9cc \ubc18\ub4dc\uc2dc \ub3d9\uc77c\ud558\uc9c0\ub294 \uc54a\uc740 \uc774\ubbf8\uc9c0\ub97c \ucc3e\uace0\uc790 \ud558\ub294 \uacbd\uc6b0\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc758 \ud55c\uacc4<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \uac15\ub825\ud55c \uae30\uc220\uc774\uc9c0\ub9cc, \uace0\ub824\ud574\uc57c \ud560 \uba87 \uac00\uc9c0 \uc81c\ud55c \uc0ac\ud56d\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub2e4\uc74c\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li style=\"font-weight: 400\"><b>\ucc28\uc6d0\uc758 \uc800\uc8fc<\/b><span style=\"font-weight: 400\">: \ubca1\ud130\uc758 \ucc28\uc6d0\uc774 \ucee4\uc9c0\uba74 \uace0\ucc28\uc6d0 \uacf5\uac04\uc5d0\uc11c \ub370\uc774\ud130\uc758 \ubc00\ub3c4\uac00 \ud76c\ubc15\ud574\uc838 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc758 \ud6a8\uc728\uc131\uc774 \ub5a8\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\ud655\uc7a5\uc131<\/b><span style=\"font-weight: 400\">: \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 \uac83\uc740 \uc5b4\ub824\uc6b4 \uc77c\uc774\uba70, \uc2e4\uc2dc\uac04 \uc131\ub2a5\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud574 \uace0\uae09 \uc778\ub371\uc2f1 \uae30\uc220\uacfc \ubd84\uc0b0\ub41c \ucef4\ud4e8\ud305 \ub9ac\uc18c\uc2a4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\uac70\ub9ac \uce21\uc815 \uae30\uc900 \uc120\ud0dd<\/b><span style=\"font-weight: 400\">: \uac70\ub9ac \uce21\uc815 \ud56d\ubaa9\ub9c8\ub2e4 \uc18d\uc131\uc774 \ub2e4\ub974\uace0 \ub2e4\uc591\ud55c \uac80\uc0c9 \uacb0\uacfc\uac00 \ub098\uc62c \uc218 \uc788\uc73c\ubbc0\ub85c \uac70\ub9ac \uce21\uc815 \ud56d\ubaa9\uc758 \uc120\ud0dd\uc740 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\ub178\uc774\uc988 \ubc0f \uc774\uc0c1\uac12\uc5d0 \ub300\ud55c \ubbfc\uac10\ub3c4<\/b><span style=\"font-weight: 400\">: \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \ub178\uc774\uc988\uac00 \ub9ce\uac70\ub098 \uc774\uc0c1\uac12 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc5d0 \ubbfc\uac10\ud560 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uac80\uc0c9 \uacb0\uacfc\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><b>\ud574\uc11d \uac00\ub2a5\uc131<\/b><span style=\"font-weight: 400\">: \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \uc720\uc0ac\ub3c4\uc5d0 \ub300\ud55c \uc9c1\uad00\uc801\uc778 \uc124\uba85\uc774 \ubd80\uc871\ud558\uace0 \uadf8 \uc774\uba74\uc758 \uadfc\ubcf8\uc801\uc778 \uc774\uc720\ub97c \ubc1d\ud788\uc9c0 \ubabb\ud574 \uac80\uc0c9 \uacb0\uacfc\uc758 \ud574\uc11d \uac00\ub2a5\uc131\uc744 \uc81c\ud55c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9 \uae30\ubc95\uc744 \uc801\uc6a9\ud560 \ub54c\ub294 \uc774\ub7ec\ud55c \uc81c\ud55c \uc0ac\ud56d\uc744 \uc2e0\uc911\ud558\uac8c \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc601\ud5a5\uc744 \uc644\ud654\ud558\ub824\uba74 \ub3c4\uba54\uc778\uc5d0 \ub9de\uac8c \uc870\uc815\ud558\uac70\ub098 \ub2e4\ub978 \uc811\uadfc \ubc29\uc2dd\uc774 \ud544\uc694\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9 \ub3c4\uad6c\uc758 \uc608<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9 \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\ub294 \uba87 \uac00\uc9c0 \uc778\uae30 \uc788\ub294 \ub3c4\uad6c\uc640 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc608\uc785\ub2c8\ub2e4:<\/span><\/p>\n<ol>\n<li style=\"list-style-type: none\">\n<ol>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/github.com\/spotify\/annoy\"><b>Annoy<\/b><\/a><span style=\"font-weight: 400\">: Annoy\ub294 \ub300\ub7b5\uc801\uc778 \ucd5c\uc811\uadfc \uc774\uc6c3 \uac80\uc0c9\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd98 Python \ubc14\uc778\ub529\uc774 \ud3ec\ud568\ub41c C++ \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc73c\uba70 \ubb34\uc791\uc704 \ud22c\uc601 \ud2b8\ub9ac\uc640 \uac19\uc740 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \ube60\ub978 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/github.com\/facebookresearch\/faiss\"><b>Faiss<\/b><\/a><span style=\"font-weight: 400\">: Faiss\ub294 \ubc00\uc9d1\ub41c \ubca1\ud130\uc758 \ud6a8\uc728\uc801\uc778 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uacfc \ud074\ub7ec\uc2a4\ud130\ub9c1\uc744 \uc704\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4. Facebook AI Research\uc5d0\uc11c \uac1c\ubc1c\ud588\uc73c\uba70 \ub2e4\uc591\ud55c \uc778\ub371\uc2f1 \uad6c\uc870\uc640 \uc720\uc0ac\ub3c4 \uac80\uc0c9 \uc54c\uace0\ub9ac\uc998\uc744 GPU \uac00\uc18d\uc73c\ub85c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/milvus.io\/\"><b>Milvus<\/b><\/a><span style=\"font-weight: 400\">: Milvus\ub294 \uace0\ucc28\uc6d0 \ubca1\ud130\uc758 \uc720\uc0ac\ub3c4 \uac80\uc0c9 \ubc0f \uad00\ub9ac\uc5d0 \ud2b9\ud654\ub41c \uc624\ud508\uc18c\uc2a4 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc785\ub2c8\ub2e4. \ub300\ub7b5\uc801\uc778 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uacfc \uc815\ud655\ud55c \uc720\uc0ac\ub3c4 \uac80\uc0c9 \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uba70 \ub2e4\uc591\ud55c \uc778\ub371\uc2f1 \uae30\ubc95\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/dense-vector.html\"><b>\ubc00\ub3c4 \ubca1\ud130 \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud55c Elasticsearch<\/b><\/a><span style=\"font-weight: 400\">: \uc778\uae30\uc788\ub294 \uac80\uc0c9 \ubc0f \ubd84\uc11d \uc5d4\uc9c4\uc778 Elasticsearch\ub294 \uace0\ubc00\ub3c4 \ubca1\ud130\uc5d0\uc11c \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \uace0\ubc00\ub3c4 \ubca1\ud130 \ud50c\ub7ec\uadf8\uc778\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774 \ud50c\ub7ec\uadf8\uc778\uc744 \uc0ac\uc6a9\ud558\uba74 \ub2e4\uc591\ud55c \uc720\uc0ac\uc131 \uba54\ud2b8\ub9ad\uc744 \uc0ac\uc6a9\ud574 \ubca1\ud130 \ub370\uc774\ud130\ub97c \uc0c9\uc778\ud558\uace0 \ucffc\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/li>\n<li style=\"font-weight: 400\"><a href=\"https:\/\/arxiv.org\/abs\/1603.09320\"><b>HNSW<\/b><\/a><span style=\"font-weight: 400\">: \uacc4\uce35\uc801 \ud0d0\uc0c9 \uac00\ub2a5\ud55c \uc791\uc740 \uc138\uacc4(HNSW)\ub294 \ub300\ub7b5\uc801\uc778 \uadfc\uc0ac \uc774\uc6c3 \uac80\uc0c9\uc744 \uc704\ud574 \uc124\uacc4\ub41c \uc778\ub371\uc2f1 \uc54c\uace0\ub9ac\uc998\uc785\ub2c8\ub2e4. \uace0\ucc28\uc6d0 \uacf5\uac04\uc5d0\uc11c \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc778 \uc720\uc0ac\uc131 \uac80\uc0c9\uc744 \uc81c\uacf5\ud558\uba70 \ub2e4\uc74c\uacfc \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. <\/span><a href=\"https:\/\/github.com\/nmslib\/nmslib\"><span style=\"font-weight: 400\">NMSLIB<\/span><\/a><span style=\"font-weight: 400\"> \ubc0f Spotify\uc758 Annoy.<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">\uc774\ub7ec\ud55c \ub3c4\uad6c\uc640 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc5d0\uc11c \ub2e4\uc591\ud55c \uae30\ub2a5, \ud6a8\uc728\uc131, \uc720\uc5f0\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc5b4\ub5a4 \ub3c4\uad6c\ub97c \uc120\ud0dd\ud560\uc9c0\ub294 \ub370\uc774\ud130 \uc138\ud2b8 \ud06c\uae30, \ucc28\uc6d0, \uc6d0\ud558\ub294 \uc815\ud655\ub3c4, \uc0ac\uc6a9 \uac00\ub2a5\ud55c \ub9ac\uc18c\uc2a4 \ub4f1 \ud2b9\uc815 \uc694\uad6c\uc0ac\ud56d\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/span><\/p>\n<h2><span style=\"font-weight: 400\">\uc8fc\uc694 \ub0b4\uc6a9<\/span><\/h2>\n<p><span style=\"font-weight: 400\">\uc694\uc57d\ud558\uc790\uba74, \ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc740 \uacf5\uac04\uc5d0\uc11c \uac1d\uccb4\ub97c \ubca1\ud130\ub85c \ud45c\ud604\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubca1\ud130\ub97c \uc815\ub9ac\ud558\uae30 \uc704\ud574 \uc778\ub371\uc2a4\ub97c \uc0dd\uc131\ud558\uc5ec \uc720\uc0ac\ud55c \ubca1\ud130\ub97c \ube60\ub974\uac8c \ucc3e\uc744 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uac70\ub9ac \uba54\ud2b8\ub9ad\uc744 \uc0ac\uc6a9\ud574 \ubca1\ud130\uac00 \uc5bc\ub9c8\ub098 \uc720\uc0ac\ud558\uac70\ub098 \ub2e4\ub978\uc9c0 \uce21\uc815\ud569\ub2c8\ub2e4. \ub098\ubb34\uc640 \uac19\uc740 \ub2e4\uc591\ud55c \uad6c\uc870\ub294 \uacf5\uac04\uc744 \ub354 \uc791\uc740 \ubd80\ubd84\uc73c\ub85c \ub098\ub204\uc5b4 \ud6a8\uc728\uc801\uc73c\ub85c \uac80\uc0c9\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ucffc\ub9ac \ubca1\ud130\ub97c \uc0c9\uc778\ub41c \ubca1\ud130\uc640 \ube44\uad50\ud558\uc5ec \uc720\uc0ac\ud55c \ubca1\ud130\ub97c \ucc3e\uc2b5\ub2c8\ub2e4. \ubca1\ud130\uac00 \uac00\uae4c\uc6b8\uc218\ub85d \ub354 \uc720\uc0ac\ud55c \uac83\uc73c\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4. \ud544\ud130\ub9c1 \ubc0f \uc21c\uc704 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud574 \uacb0\uacfc\ub97c \ub354\uc6b1 \uc138\ubd84\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc804\ubc18\uc801\uc73c\ub85c \ubca1\ud130 \uc720\uc0ac\uc131 \uac80\uc0c9 \ub3c4\uad6c\ub294 \uc81c\ud488 \ucd94\ucc9c\uc774\ub098 \uc720\uc0ac\ud55c \uc774\ubbf8\uc9c0 \ucc3e\uae30 \ub4f1 \ub2e4\uc591\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uc720\uc0ac\ud55c \ud56d\ubaa9\uc744 \ucc3e\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\ubca1\ud130 \uc720\uc0ac\ub3c4 \uac80\uc0c9 \ubc0f \uc774\uc640 \ubc00\uc811\ud558\uac8c \uad00\ub828\ub41c \uac1c\ub150\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \ub2e4\uc74c \ub9ac\uc18c\uc2a4\ub97c \uc0b4\ud3b4\ubcf4\uc138\uc694:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-vector-search\/\"><span style=\"font-weight: 400\">\ubca1\ud130 \uac80\uc0c9 \uac00\uc774\ub4dc<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-are-vector-embeddings\/\"><span style=\"font-weight: 400\">\ubca1\ud130 \uc784\ubca0\ub529\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/vector-databases\/\"><span 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400\">\uac80\uc0c9 \uc99d\uac15 \uc138\ub300 \uac1c\uc694<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/what-is-generative-ai\/\"><span style=\"font-weight: 400\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI\uc640 \uce74\uc6b0\uce58\ubca0\uc774\uc2a4\uc758 \uc791\ub3d9 \ubc29\uc2dd<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/generative-ai-development\/\"><span style=\"font-weight: 400\">\uc81c\ub108\ub808\uc774\ud2f0\ube0c AI \uac1c\ubc1c \uac00\uc774\ub4dc<\/span><\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/large-language-models-explained\/\"><span style=\"font-weight: 400\">\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \uc124\uba85<\/span><\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Vector Similarity Search Overview Vector similarity search is a technique that finds similar content or data according to their vector representations. 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