{"id":4156,"date":"2025-11-28T17:06:18","date_gmt":"2025-11-28T09:06:18","guid":{"rendered":"https:\/\/aws-oncloudai.com\/?p=4156"},"modified":"2025-11-28T17:06:25","modified_gmt":"2025-11-28T09:06:25","slug":"aws-vector-database-vector-database-solution","status":"publish","type":"post","link":"https:\/\/aws-oncloudai.com\/ko\/aws-\ubca1\ud130-\ub370\uc774\ud130\ubca0\uc774\uc2a4-\ubca1\ud130-\ub370\uc774\ud130\ubca0\uc774\uc2a4-\uc194\ub8e8\uc158\/","title":{"rendered":"AWS \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4: \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc194\ub8e8\uc158"},"content":{"rendered":"<p data-start=\"170\" data-end=\"306\">\uc0dd\uc131\uc801 AI\uc758 \uae09\uc18d\ud55c \ubc1c\uc804 \uc18d\uc5d0\uc11c \uae30\uc5c5\ub4e4\uc740 \ub370\uc774\ud130 \uc790\uc0b0\uc744 \uc9c4\uc815\uc73c\ub85c \ud65c\uc6a9 \uac00\ub2a5\ud55c &quot;\uc778\ud154\ub9ac\uc804\uc2a4&quot;\ub85c \uc804\ud658\ud558\ub294 \uc18d\ub3c4\uac00 \uc810\uc810 \ub354 \ube68\ub77c\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc9c0\uc2dd \uae30\ubc18 \uc9c8\uc758\uc751\ub2f5 \uc2dc\uc2a4\ud15c, \uc9c0\ub2a5\ud615 \uace0\uac1d \uc11c\ube44\uc2a4, \uae30\uc5c5 \ub0b4\ubd80 \uac80\uc0c9 \uc5d4\uc9c4, \ub2e4\uc591\ud55c \uc0b0\uc5c5\ubcc4 AI \uc5d0\uc774\uc804\ud2b8 \ub4f1 \ubaa8\ub4e0 \uac83\uc740 \uacf5\ud1b5\ub41c \uae30\uc220 \uae30\ubc18\uc5d0 \uc758\uc874\ud569\ub2c8\ub2e4.<strong data-start=\"279\" data-end=\"305\">\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/strong>.<\/p>\n<p data-start=\"308\" data-end=\"410\">\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc784\ubca0\ub529(\ubca1\ud130\ud654\ub41c \uc758\ubbf8 \ub370\uc774\ud130)\uc744 \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud558\ub294 \uc5ed\ud560\uc744 \ud558\uba70, \uc774\ub97c \ud1b5\ud574 \uc2dc\uc2a4\ud15c\uc740 \ub2e8\uc21c\ud788 &quot;\ubb38\uc790 \uadf8\ub300\ub85c\uc758 \uc77c\uce58&quot;\ubfd0\ub9cc \uc544\ub2c8\ub77c &quot;\uc758\ubbf8\ub97c \ud1b5\ud574 \uc774\ud574&quot;\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ub2a5\uc744 \ud1b5\ud574 AI\ub294 \ud0a4\uc6cc\ub4dc \uac80\uc0c9\uc758 \ud55c\uacc4\ub97c \uadf9\ubcf5\ud558\uace0 \uc9c4\uc815\ud55c \uc758\ubbf8 \uac80\uc0c9, \ubb38\ub9e5\uc801 \uc5f0\uad00\uc131, \uadf8\ub9ac\uace0 \uc9c0\ub2a5\ud615 \ucd94\ucc9c\uc744 \uc2e4\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p data-start=\"412\" data-end=\"625\">\uc120\ub3c4\uc801\uc778 \uae00\ub85c\ubc8c \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc778 AWS\ub294 \uc644\ubcbd\ud55c... <strong data-start=\"436\" data-end=\"458\">\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc0dd\ud0dc\uacc4<\/strong>\uc5ec\uae30\uc5d0\ub294 Amazon OpenSearch Service, Amazon Aurora PostgreSQL(pgvector), \ubca1\ud130 \uc778\ub371\uc2a4\ub97c \uac16\ucd98 Amazon DynamoDB, Amazon MemoryDB \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ube44\uc988\ub2c8\uc2a4 \uaddc\ubaa8, \uc9c0\uc5f0 \uc2dc\uac04 \uc694\uad6c \uc0ac\ud56d, \ube44\uc6a9 \uad6c\uc870 \ubc0f IT \uc544\ud0a4\ud14d\ucc98\uc5d0 \ub530\ub77c \uc774\ub7ec\ud55c \uae30\uc220\uc744 \uc790\uc720\ub86d\uac8c \uacb0\ud569\ud558\uc5ec AWS\uc5d0\uc11c \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c AI \ub370\uc774\ud130 \uc778\ud504\ub77c\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p data-start=\"627\" data-end=\"679\">\uae30\uc5c5 \ud074\ub77c\uc6b0\ub4dc \ub3c4\uc785 \ubc0f AI \uc804\ud658 \ubd84\uc57c\uc5d0\uc11c \uc218\ub144\uac04\uc758 \uacbd\ud5d8\uc744 \ubcf4\uc720\ud55c AWS \uacf5\uc2dd \ub9ac\uc140\ub7ec\ub85c\uc11c, \uc6b0\ub9ac\ub294 \uc218\ub9ce\uc740 \uc2e4\uc81c \uace0\uac1d \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \ub2e4\uc74c\uacfc \uac19\uc740 \ucd94\uc138\ub97c \uad00\ucc30\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<blockquote data-start=\"680\" data-end=\"745\">\n<p data-start=\"682\" data-end=\"745\"><strong data-start=\"682\" data-end=\"745\">\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uae30\uc5c5\uc774 AI\ub97c \ub3c4\uc785\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \uc635\uc158\uc774 \ub418\uc5c8\uc73c\uba70, AWS\uc758 \uae30\ubcf8 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \uc7a5\uae30\uc801\uc778 \uc548\uc815\uc131, \ubcf4\uc548\uc131 \ubc0f \ud655\uc7a5\uc131\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/strong><\/p>\n<\/blockquote>\n<p data-start=\"747\" data-end=\"804\">\uc774 \ubb38\uc11c\uc5d0\uc11c\ub294 AWS \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uae30\ub2a5, \uc7a5\uc810, \uae30\uc5c5 \uc2dc\ub098\ub9ac\uc624 \ubc0f \uc120\ud0dd \uad8c\uc7a5 \uc0ac\ud56d\uc744 \uae30\uc220\uc801 \uad00\uc810\uacfc \ube44\uc988\ub2c8\uc2a4 \uad00\uc810\uc5d0\uc11c \uc2ec\uce35\uc801\uc73c\ub85c \ubd84\uc11d\ud569\ub2c8\ub2e4.<\/p>\n<p>&nbsp;<\/p>\n<h4 data-start=\"811\" data-end=\"850\"><strong data-start=\"814\" data-end=\"850\">\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/strong><\/h4>\n<p data-start=\"852\" data-end=\"943\">\uae30\uc874\uc758 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uad6c\uc870\ud654\ub41c \ud544\ub4dc\ub97c \uc911\uc2ec\uc73c\ub85c \ud558\ub294 \ubc18\uba74, \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 &quot;\ubca1\ud130&quot;\ub97c \uc911\uc2ec\uc73c\ub85c \ud569\ub2c8\ub2e4. \ubca1\ud130\ub294 \ub300\uaddc\ubaa8 \ubaa8\ub378\uc774\ub098 \uc784\ubca0\ub529 \ubaa8\ub378\uc744 \ud1b5\ud574 \uc0dd\uc131\ub41c \ucc28\uc6d0 3\uac1c\uc5d0\uc11c \uc218\ucc9c \uac1c\uc5d0 \uc774\ub974\ub294 \uc22b\uc790 \uc9d1\ud569\uc73c\ub85c, \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \ube44\ub514\uc624\uc640 \uac19\uc740 \ucf58\ud150\uce20\uc758 \uc758\ubbf8\uc801 \ud2b9\uc9d5\uc744 \uc124\uba85\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<h5 data-start=\"945\" data-end=\"966\"><strong data-start=\"949\" data-end=\"966\">\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ud575\uc2ec \uae30\ub2a5\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/strong><\/h5>\n<ol data-start=\"968\" data-end=\"1252\">\n<li data-start=\"968\" data-end=\"1009\">\n<p data-start=\"971\" data-end=\"1009\"><strong data-start=\"971\" data-end=\"981\">\uace0\ud6a8\uc728 \ubca1\ud130 \uc2a4\ud1a0\ub9ac\uc9c0<\/strong><br data-start=\"981\" data-end=\"984\" \/>\uc218\uc5b5 \uac1c\uc758 \uace0\ucc28\uc6d0 \ubca1\ud130\ub97c \uc800\uc7a5\ud558\uace0 \ube60\ub978 \uac80\uc0c9\uc744 \uc720\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li data-start=\"1011\" data-end=\"1096\">\n<p data-start=\"1014\" data-end=\"1096\"><strong data-start=\"1014\" data-end=\"1040\">\uc758\ubbf8 \uac80\uc0c9<\/strong><br data-start=\"1040\" data-end=\"1043\" \/>\ucf54\uc0ac\uc778, \ub0b4\uc801, L2 \uac70\ub9ac\uc640 \uac19\uc740 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec &quot;\uc758\ubbf8\ub860\uc5d0 \uae30\ubc18\ud55c \uad00\ub828 \ucf58\ud150\uce20 \ucc3e\uae30&quot;\ub97c \ub2ec\uc131\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<li data-start=\"1098\" data-end=\"1155\">\n<p data-start=\"1101\" data-end=\"1155\"><strong data-start=\"1101\" data-end=\"1118\">RAG(Retrieval Enhancement Generation) \uc9c0\uc6d0<\/strong><br data-start=\"1118\" data-end=\"1121\" \/>\uc2e4\uc81c \ub370\uc774\ud130\ub85c \ub300\uaddc\ubaa8 \ubaa8\ub378 \uc751\ub2f5\uc744 \uac15\ud654\ud558\uc5ec \uae30\uc5c5\uc758 \uc9c8\uc758\uc751\ub2f5 \uc2dc\uc2a4\ud15c\uc744 \uc548\uc815\uc801\uc774\uace0 \uc548\uc804\ud558\uba70 \uc81c\uc5b4 \uac00\ub2a5\ud558\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n<\/li>\n<li data-start=\"1157\" data-end=\"1204\">\n<p data-start=\"1160\" data-end=\"1204\"><strong data-start=\"1160\" data-end=\"1171\">\ub2e4\uc911 \ubaa8\ub4dc \ub370\uc774\ud130 \uc9c0\uc6d0<\/strong><br data-start=\"1171\" data-end=\"1174\" \/>\ud14d\uc2a4\ud2b8\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc774\ubbf8\uc9c0, \ube44\ub514\uc624, \uc624\ub514\uc624, \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ub4f1\uc758 \ubca1\ud130\ub3c4 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li data-start=\"1206\" data-end=\"1252\">\n<p data-start=\"1209\" data-end=\"1252\"><strong data-start=\"1209\" data-end=\"1221\">\ub192\uc740 \uac00\uc6a9\uc131 \ubc0f \ud655\uc7a5\uc131<\/strong><br data-start=\"1221\" data-end=\"1224\" \/>\ud074\ub7ec\uc2a4\ud130 \ud655\uc7a5, \uad50\ucc28 \uac00\uc6a9\uc131 \uc601\uc5ed \ubc30\ud3ec, \ubc84\uc804 \uad00\ub9ac, \uc790\ub3d9 \ubc31\uc5c5 \ub4f1\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p data-start=\"1254\" data-end=\"1283\">\uae30\uc5c5\uc5d0 \uc788\uc5b4\uc11c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uac00\uce58\ub294 \ub2e8\uc21c\ud788 &quot;\uac80\uc0c9 \uacbd\ud5d8 \uac1c\uc120&quot;\uc744 \ub118\uc5b4\uc11c \ub2e4\uc74c\uacfc \uac19\uc740 \uc758\ubbf8\ub97c \uac16\uc2b5\ub2c8\ub2e4.<\/p>\n<ul data-start=\"1284\" data-end=\"1366\">\n<li data-start=\"1284\" data-end=\"1315\">\n<p data-start=\"1286\" data-end=\"1315\">\uc774\ub97c \ud1b5\ud574 \uae30\uc5c5 \ub0b4 \ub2e4\uc591\ud55c \uc2dc\uc2a4\ud15c\uc5d0 \ubd84\uc0b0\ub41c \ub370\uc774\ud130\uac00 \uc2e4\uc81c\ub85c AI \uc0dd\uc131\uc5d0 \ucc38\uc5ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li data-start=\"1316\" data-end=\"1338\">\n<p data-start=\"1318\" data-end=\"1338\">\ub300\uaddc\ubaa8 \ubaa8\ub378 \ucd9c\ub825\uc744 \ubcf4\ub2e4 \uc81c\uc5b4\ud558\uae30 \uc27d\uace0 \uc815\ud655\ud558\uba70 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub354 \uc801\ud569\ud558\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n<\/li>\n<li data-start=\"1339\" data-end=\"1366\">\n<p data-start=\"1341\" data-end=\"1366\">\uc774\ub97c \ud1b5\ud574 \uac01 \ube44\uc988\ub2c8\uc2a4 \ubaa8\ub4c8\uc740 \ud0a4\uc6cc\ub4dc\ub098 \uaddc\uce59\uc5d0\ub9cc \uc758\uc874\ud558\uc9c0 \uc54a\uace0 \uc9c0\ub2a5\uc801\uc778 \uc774\ud574 \ub2a5\ub825\uc744 \uac16\ucd9c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"1373\" data-end=\"1418\"><\/h2>\n<h4 data-start=\"1373\" data-end=\"1418\"><strong data-start=\"1376\" data-end=\"1418\">AWS\uc758 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc81c\ud488 \ud3ec\ud2b8\ud3f4\ub9ac\uc624: \ubaa8\ub4e0 \uaddc\ubaa8\uc640 \uc2dc\ub098\ub9ac\uc624\ub97c \ud3ec\uad04\ud569\ub2c8\ub2e4.<\/strong><\/h4>\n<p data-start=\"1420\" data-end=\"1508\">AWS\ub294 \ub3c5\ub9bd\ud615 &quot;VectorDB&quot; \uc81c\ud488\uc744 \ucd9c\uc2dc\ud558\uc9c0 \uc54a\uc558\uc9c0\ub9cc \ub300\uc2e0... <strong data-start=\"1450\" data-end=\"1468\">\uc5ec\ub7ec \uc11c\ube44\uc2a4\uac00 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc2dc\uc2a4\ud15c\uc744 \ud615\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/strong>\uc774\uac83\uc774 \ubc14\ub85c \uc7a5\uc810\uc785\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ub2e8\uc77c \uc81c\ud488\uc5d0 \uad6d\ud55c\ub418\uc9c0 \uc54a\uace0 \uc2dc\ub098\ub9ac\uc624\uc5d0 \ub530\ub77c \uac00\uc7a5 \uc801\ud569\ud55c \uc544\ud0a4\ud14d\ucc98\ub97c \uc720\uc5f0\ud558\uac8c \uc870\ub9bd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"1515\" data-end=\"1566\"><\/h3>\n<h5 data-start=\"1515\" data-end=\"1566\"><strong data-start=\"1519\" data-end=\"1566\">1. Amazon OpenSearch Service(\uc8fc\ub958\uc774\uc790 \uc131\uc219\ud55c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc194\ub8e8\uc158)<\/strong><\/h5>\n<p data-start=\"1568\" data-end=\"1656\">OpenSearch\ub294 AWS\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ubd84\uc0b0\ud615 \uac80\uc0c9 \ubc0f \ubd84\uc11d \uc5d4\uc9c4\uc73c\ub85c, KNN \ubca1\ud130 \uac80\uc0c9\uacfc HNSW \uc778\ub371\uc2f1\uc744 \uae30\ubcf8\uc801\uc73c\ub85c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub9ce\uc740 \uae30\uc5c5\uc774 \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG), \uc9c0\uc2dd \uae30\ubc18, \uc0ac\uc774\ud2b8 \uac80\uc0c9 \ubc0f \uae30\ud0c0 \uc2dc\ub098\ub9ac\uc624\ub97c \uad6c\ucd95\ud558\ub294 \ub370 OpenSearch\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h4 data-start=\"1658\" data-end=\"1672\"><strong data-start=\"1663\" data-end=\"1672\">\uc801\uc6a9 \uac00\ub2a5\ud55c \uc2dc\ub098\ub9ac\uc624:<\/strong><\/h4>\n<ul data-start=\"1673\" data-end=\"1720\">\n<li data-start=\"1673\" data-end=\"1683\">\n<p data-start=\"1675\" data-end=\"1683\">\uae30\uc5c5 \uc218\uc900 \uc9c0\uc2dd \uae30\ubc18 Q&amp;A<\/p>\n<\/li>\n<li data-start=\"1684\" data-end=\"1693\">\n<p data-start=\"1686\" data-end=\"1693\">AI \uac80\uc0c9 \uc5d4\uc9c4<\/p>\n<\/li>\n<li data-start=\"1694\" data-end=\"1702\">\n<p data-start=\"1696\" data-end=\"1702\">\uc804\uc790\uc0c1\uac70\ub798 \uc0c1\ud488 \ucd94\ucc9c<\/p>\n<\/li>\n<li data-start=\"1703\" data-end=\"1711\">\n<p data-start=\"1705\" data-end=\"1711\">\ucf58\ud150\uce20 \ucd94\ucc9c \uc2dc\uc2a4\ud15c<\/p>\n<\/li>\n<li data-start=\"1712\" data-end=\"1720\">\n<p data-start=\"1714\" data-end=\"1720\">\ubb38\uc11c \uad00\ub9ac \uc2dc\uc2a4\ud15c<\/p>\n<\/li>\n<\/ul>\n<h4 data-start=\"1722\" data-end=\"1734\"><strong data-start=\"1727\" data-end=\"1734\">\uc7a5\uc810:<\/strong><\/h4>\n<ul data-start=\"1735\" data-end=\"1843\">\n<li data-start=\"1735\" data-end=\"1750\">\n<p data-start=\"1737\" data-end=\"1750\">\ub124\uc774\ud2f0\ube0c \ubca1\ud130 \uac80\uc0c9, \uac04\ub2e8\ud55c \uad6c\uc131<\/p>\n<\/li>\n<li data-start=\"1751\" data-end=\"1773\">\n<p data-start=\"1753\" data-end=\"1773\">HNSW\uc640 Faiss\ub97c \ud3ec\ud568\ud55c \uc5ec\ub7ec \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<li data-start=\"1774\" data-end=\"1788\">\n<p data-start=\"1776\" data-end=\"1788\">PB \uc218\uc900\uc758 \ub370\uc774\ud130 \ucc98\ub9ac \ub2a5\ub825<\/p>\n<\/li>\n<li data-start=\"1789\" data-end=\"1805\">\n<p data-start=\"1791\" data-end=\"1805\">\ub192\uc740 \ub3d9\uc2dc\uc131 \ubc0f \ub192\uc740 \ubcf5\uc7a1\ub3c4\uc758 \ucffc\ub9ac\uc5d0 \uc801\ud569<\/p>\n<\/li>\n<li data-start=\"1806\" data-end=\"1843\">\n<p data-start=\"1808\" data-end=\"1843\">Amazon Bedrock\/SageMaker\uc640\uc758 \uae34\ubc00\ud55c \ud1b5\ud569<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1845\" data-end=\"1900\">OpenSearch\ub294 \ud604\uc7ac AWS\uc5d0\uc11c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<strong data-start=\"1865\" data-end=\"1882\">\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uac00\uc7a5 \uc790\uc8fc \uc120\ud0dd\ub418\ub294 \uc11c\ube44\uc2a4<\/strong>\ud2b9\ud788 \ub300\uaddc\ubaa8 \ubca1\ud130 \uac80\uc0c9\uc774 \ud544\uc694\ud55c \uae30\uc5c5\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"1907\" data-end=\"1966\"><\/h3>\n<h5 data-start=\"1907\" data-end=\"1966\"><strong data-start=\"1911\" data-end=\"1966\">2. Amazon Aurora PostgreSQL(pgvector): \uad6c\uc870\uc801 \ud504\ub85c\uadf8\ub798\ubc0d\uacfc \ubca1\ud130 \ud504\ub85c\uadf8\ub798\ubc0d\uc758 \uc644\ubcbd\ud55c \uc735\ud569.<\/strong><\/h5>\n<p data-start=\"1968\" data-end=\"2060\">\ub9ce\uc740 \uae30\uc5c5\uc5d0\uc11c PostgreSQL\uc740 \ud575\uc2ec \ube44\uc988\ub2c8\uc2a4 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc785\ub2c8\ub2e4. pgvector \ud50c\ub7ec\uadf8\uc778\uc774 \ucd94\uac00\ub428\uc5d0 \ub530\ub77c PostgreSQL\uc740 \ubca1\ud130 \uc800\uc7a5 \uae30\ub2a5\uc744 \uac16\ucd94\uac8c \ub418\uc5b4 \uae30\uc5c5\uc740 \uae30\uc874 \ub370\uc774\ud130 \uc2dc\uc2a4\ud15c\uc5d0 AI \uae30\ub2a5\uc744 \uc9c1\uc811 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4 data-start=\"2062\" data-end=\"2076\"><strong data-start=\"2067\" data-end=\"2076\">\uc801\uc6a9 \uac00\ub2a5\ud55c \uc2dc\ub098\ub9ac\uc624:<\/strong><\/h4>\n<ul data-start=\"2077\" data-end=\"2156\">\n<li data-start=\"2077\" data-end=\"2100\">\n<p data-start=\"2079\" data-end=\"2100\">PostgreSQL\uc744 \uc0ac\uc6a9\ud558\ub294 \uae30\uc874 \uc2dc\uc2a4\ud15c<\/p>\n<\/li>\n<li data-start=\"2101\" data-end=\"2120\">\n<p data-start=\"2103\" data-end=\"2120\">\ud1b5\ud569 \ucffc\ub9ac(\uad6c\uc870\ud654 + \ubca1\ud130)<\/p>\n<\/li>\n<li data-start=\"2121\" data-end=\"2140\">\n<p data-start=\"2123\" data-end=\"2140\">\ubb38\uc11c \uad00\ub9ac, \uace0\uac1d \ud504\ub85c\ud30c\uc77c\ub9c1, \uae30\uc5c5 \uc9c0\uc2dd \uae30\ubc18<\/p>\n<\/li>\n<li data-start=\"2141\" data-end=\"2156\">\n<p data-start=\"2143\" data-end=\"2156\">\uc911\uc18c\ud615 RAG \uc2dc\uc2a4\ud15c<\/p>\n<\/li>\n<\/ul>\n<h4 data-start=\"2158\" data-end=\"2170\"><strong data-start=\"2163\" data-end=\"2170\">\uc7a5\uc810:<\/strong><\/h4>\n<ul data-start=\"2171\" data-end=\"2244\">\n<li data-start=\"2171\" data-end=\"2189\">\n<p data-start=\"2173\" data-end=\"2189\">SQL + \ubca1\ud130: \ub9e4\uc6b0 \uc720\uc5f0\ud568<\/p>\n<\/li>\n<li data-start=\"2190\" data-end=\"2212\">\n<p data-start=\"2192\" data-end=\"2212\">OpenSearch\ubcf4\ub2e4 \uc800\ub834\ud568<\/p>\n<\/li>\n<li data-start=\"2213\" data-end=\"2226\">\n<p data-start=\"2215\" data-end=\"2226\">\ub2e4\uc591\ud55c \uc720\uc0ac\ub3c4 \uacc4\uc0b0 \ubc29\ubc95 \uc9c0\uc6d0<\/p>\n<\/li>\n<li data-start=\"2227\" data-end=\"2244\">\n<p data-start=\"2229\" data-end=\"2244\">\uae30\uc5c5\uc740 \uad6c\uc870\uc870\uc815 \uc5c6\uc774\ub3c4 \uc6d0\ud65c\ud558\uac8c \uc5c5\uadf8\ub808\uc774\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2246\" data-end=\"2310\">Aurora pgvector\ub294 \uc774\ubbf8 PostgreSQL\uc5d0 \ub9ce\uc740 \uc591\uc758 \ub370\uc774\ud130\ub97c \ubcf4\uc720\ud558\uace0 \uc788\ub294 \uae30\uc874 \uae30\uc5c5\uc774\ub098 \uc870\uc9c1\uc5d0 \ud2b9\ud788 \uc801\ud569\ud558\uba70, &quot;\uac00\uc7a5 \uc6d0\ud65c\ud55c AI \uc5c5\uadf8\ub808\uc774\ub4dc \uacbd\ub85c&quot;\uc785\ub2c8\ub2e4.<\/p>\n<h3 data-start=\"2317\" data-end=\"2362\"><\/h3>\n<h5 data-start=\"2317\" data-end=\"2362\"><strong data-start=\"2321\" data-end=\"2362\">3. Amazon DynamoDB + \ubca1\ud130 \uc778\ub371\uc2a4: \ub192\uc740 \ub3d9\uc2dc\uc131, \ub0ae\uc740 \uc9c0\uc5f0 \uc2dc\uac04 \uc2dc\ub098\ub9ac\uc624\ub97c \uc704\ud55c \uc120\ud638\ub418\ub294 \uc120\ud0dd<\/strong><\/h5>\n<p data-start=\"2364\" data-end=\"2441\">DynamoDB\ub294 \uc138\uacc4\uc5d0\uc11c \uac00\uc7a5 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 NoSQL \uc11c\ube44\uc2a4 \uc911 \ud558\ub098\ub85c, \ub9e4\uc6b0 \ub0ae\uc740 \uc9c0\uc5f0 \uc2dc\uac04\uacfc \ub192\uc740 \ud655\uc7a5\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubca1\ud130 \uc778\ub371\uc2f1 \uae30\ub2a5\uc774 \ucd94\uac00\ub418\uc5b4 \ub192\uc740 QPS\uc640 \uc2e4\uc2dc\uac04 \ucd94\ucc9c \uc2dc\ub098\ub9ac\uc624\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4 data-start=\"2443\" data-end=\"2457\"><strong data-start=\"2448\" data-end=\"2457\">\uc801\uc6a9 \uac00\ub2a5\ud55c \uc2dc\ub098\ub9ac\uc624:<\/strong><\/h4>\n<ul data-start=\"2458\" data-end=\"2505\">\n<li data-start=\"2458\" data-end=\"2470\">\n<p data-start=\"2460\" data-end=\"2470\">\ub192\uc740 \ub3d9\uc2dc\uc131 \uc81c\ud488 \uad8c\uc7a5 \uc0ac\ud56d<\/p>\n<\/li>\n<li data-start=\"2471\" data-end=\"2481\">\n<p data-start=\"2473\" data-end=\"2481\">\uc9c0\ub2a5\ud615 \uad11\uace0 \ud0c0\uac9f\ud305<\/p>\n<\/li>\n<li data-start=\"2482\" data-end=\"2492\">\n<p data-start=\"2484\" data-end=\"2492\">\uac8c\uc784\uc744 \uc704\ud55c \uc2e4\uc2dc\uac04 \ub9e4\uce58\uba54\uc774\ud0b9<\/p>\n<\/li>\n<li data-start=\"2493\" data-end=\"2505\">\n<p data-start=\"2495\" data-end=\"2505\">\uc2e4\uc2dc\uac04 \uc0ac\uc6a9\uc790 \ud504\ub85c\ud544 \uac80\uc0c9<\/p>\n<\/li>\n<\/ul>\n<h4 data-start=\"2507\" data-end=\"2519\"><strong data-start=\"2512\" data-end=\"2519\">\uc7a5\uc810:<\/strong><\/h4>\n<ul data-start=\"2520\" data-end=\"2578\">\n<li data-start=\"2520\" data-end=\"2529\">\n<p data-start=\"2522\" data-end=\"2529\">\ubc00\ub9ac\ucd08 \uc9c0\uc5f0 \uc2dc\uac04<\/p>\n<\/li>\n<li data-start=\"2530\" data-end=\"2548\">\n<p data-start=\"2532\" data-end=\"2548\">\uc11c\ubc84\ub9ac\uc2a4 - \uc720\uc9c0 \uad00\ub9ac \uc5c6\uc74c<\/p>\n<\/li>\n<li data-start=\"2549\" data-end=\"2561\">\n<p data-start=\"2551\" data-end=\"2561\">\ub9e4\uc6b0 \uac15\ub825\ud55c \uc218\ud3c9 \ud655\uc7a5\uc131<\/p>\n<\/li>\n<li data-start=\"2562\" data-end=\"2578\">\n<p data-start=\"2564\" data-end=\"2578\">\ucd08\ub2f9 \uc218\ubc31\ub9cc \uac1c\uc758 \ucffc\ub9ac(QPS)\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\uc74c<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2580\" data-end=\"2620\">\ub300\uaddc\ubaa8 \ube44\uc988\ub2c8\uc2a4 \uc2dc\uc2a4\ud15c\uc758 \uacbd\uc6b0 DynamoDB Vector\ub294 \ucd5c\ucca8\ub2e8\uc758 \uc720\ub9dd\ud55c \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4.<\/p>\n<h5 data-start=\"2627\" data-end=\"2663\"><strong data-start=\"2631\" data-end=\"2663\">4. Amazon MemoryDB: \ubc00\ub9ac\ucd08 \ubbf8\ub9cc\uc758 \ubca1\ud130 \uce90\uc2f1 \uacc4\uce35<\/strong><\/h5>\n<p data-start=\"2665\" data-end=\"2709\">MemoryDB\ub294 Redis\uc640 \ud638\ud658\ub418\ub294 \uc778\uba54\ubaa8\ub9ac \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c, \ubca1\ud130 \uce90\uc2dc\ub098 \uace0\uc18d \uac80\uc0c9 \uc5d4\uc9c4\uc73c\ub85c \uc0ac\uc6a9\ud558\uae30\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.<\/p>\n<h4 data-start=\"2711\" data-end=\"2725\"><strong data-start=\"2716\" data-end=\"2725\">\uc801\uc6a9 \uac00\ub2a5\ud55c \uc2dc\ub098\ub9ac\uc624:<\/strong><\/h4>\n<ul data-start=\"2726\" data-end=\"2787\">\n<li data-start=\"2726\" data-end=\"2739\">\n<p data-start=\"2728\" data-end=\"2739\">LLM \ucee8\ud14d\uc2a4\ud2b8 \uce90\uc2dc<\/p>\n<\/li>\n<li data-start=\"2740\" data-end=\"2759\">\n<p data-start=\"2742\" data-end=\"2759\">AI \uc5d0\uc774\uc804\ud2b8 &quot;\uba54\ubaa8\ub9ac \ubaa8\ub4c8&quot;<\/p>\n<\/li>\n<li data-start=\"2760\" data-end=\"2775\">\n<p data-start=\"2762\" data-end=\"2775\">\ub9e4\uc6b0 \ub192\uc740 \uc131\ub2a5\uc744 \uc694\uad6c\ud558\ub294 \ucd94\ucc9c \uc2dc\uc2a4\ud15c<\/p>\n<\/li>\n<li data-start=\"2776\" data-end=\"2787\">\n<p data-start=\"2778\" data-end=\"2787\">\uace0\ube48\ub3c4 \uc9e7\uc740 \ucf58\ud150\uce20 \uac80\uc0c9<\/p>\n<\/li>\n<\/ul>\n<h4 data-start=\"2789\" data-end=\"2801\"><strong data-start=\"2794\" data-end=\"2801\">\uc7a5\uc810:<\/strong><\/h4>\n<ul data-start=\"2802\" data-end=\"2860\">\n<li data-start=\"2802\" data-end=\"2812\">\n<p data-start=\"2804\" data-end=\"2812\">\ubc00\ub9ac\ucd08 \ubbf8\ub9cc\uc758 \uc9c0\uc5f0 \uc2dc\uac04<\/p>\n<\/li>\n<li data-start=\"2813\" data-end=\"2827\">\n<p data-start=\"2815\" data-end=\"2827\">Redis \uc0dd\ud0dc\uacc4 \ud638\ud658\uc131<\/p>\n<\/li>\n<li data-start=\"2828\" data-end=\"2860\">\n<p data-start=\"2830\" data-end=\"2860\">OpenSearch\/Aurora\uc758 \uce90\uc2f1 \uacc4\uce35\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2862\" data-end=\"2886\">\uc774\ub294 &quot;\ubca1\ud130 \uac00\uc18d \uacc4\uce35&quot;\uacfc \uc720\uc0ac\ud558\uba70 \ubcf5\uc7a1\ud55c \uc544\ud0a4\ud14d\ucc98\uc5d0\uc11c \uc810\uc810 \ub354 \ub9ce\uc774 \uc0ac\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 data-start=\"2893\" data-end=\"2928\"><\/h2>\n<h4 data-start=\"2893\" data-end=\"2928\"><strong data-start=\"2896\" data-end=\"2928\">AWS \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uae30\uc5c5 \uc774\uc810<\/strong><\/h4>\n<h5 data-start=\"2930\" data-end=\"2966\"><strong data-start=\"2934\" data-end=\"2966\">1. \ub192\uc740 \uc218\uc900\uc758 \ubcf4\uc548(IAM, KMS, VPC\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \uc9c0\uc6d0)<\/strong><\/h5>\n<p data-start=\"2968\" data-end=\"3007\">\uae30\uc5c5\uc5d0 \uc788\uc5b4\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uac83\uc740 <strong data-start=\"2980\" data-end=\"2991\">\ub370\uc774\ud130 \ubcf4\uc548 \ubc0f \uaddc\uc815 \uc900\uc218<\/strong>AWS\uc758 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uae30\ubcf8\uc801\uc73c\ub85c \ub2e4\uc74c\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n<ul data-start=\"3009\" data-end=\"3108\">\n<li data-start=\"3009\" data-end=\"3021\">\n<p data-start=\"3011\" data-end=\"3021\">VPC \ub0b4\ubd80 \ub124\ud2b8\uc6cc\ud06c \uaca9\ub9ac<\/p>\n<\/li>\n<li data-start=\"3022\" data-end=\"3042\">\n<p data-start=\"3024\" data-end=\"3042\">KMS \ub370\uc774\ud130 \uc554\ud638\ud654(\ud734\uba74 \uc911 \ubc0f \uc804\uc1a1 \uc911)<\/p>\n<\/li>\n<li data-start=\"3043\" data-end=\"3062\">\n<p data-start=\"3045\" data-end=\"3062\">IAM \uacc4\uc815 \uc218\uc900 \ubc0f \ub9ac\uc18c\uc2a4 \uc218\uc900 \uad8c\ud55c \uad00\ub9ac<\/p>\n<\/li>\n<li data-start=\"3063\" data-end=\"3085\">\n<p data-start=\"3065\" data-end=\"3085\">CloudTrail \uac10\uc0ac \ubc0f \ub85c\uae45<\/p>\n<\/li>\n<li data-start=\"3086\" data-end=\"3108\">\n<p data-start=\"3088\" data-end=\"3108\">ISO, GDPR, SOC \ubc0f \uae30\ud0c0 \uaddc\uc815 \uc900\uc218 \uc778\uc99d<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3110\" data-end=\"3131\">\ud2b9\ud788 \ub0b4\ubd80 \ubb38\uc11c, \uacc4\uc57d\uc11c, \ubbfc\uac10\ud55c \ub370\uc774\ud130\ub97c \ub2e4\ub8f0 \ub54c \uc774 \uc810\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h5 data-start=\"3138\" data-end=\"3183\"><strong data-start=\"3142\" data-end=\"3183\">2. Amazon Bedrock\uacfc\uc758 \uae34\ubc00\ud55c \ud1b5\ud569\uc744 \ud1b5\ud574 \uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 RAG\ub97c \ube60\ub974\uac8c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/strong><\/h5>\n<p data-start=\"3185\" data-end=\"3214\">AWS\ub294 \ud604\uc7ac \ub2e8\uc77c \ud074\ub77c\uc6b0\ub4dc\uc5d0\uc11c \uc804\uccb4 RAG \ud30c\uc774\ud504\ub77c\uc778\uc744 \uc644\ub8cc\ud560 \uc218 \uc788\ub294 \uc720\uc77c\ud55c \uacf5\uae09\uc5c5\uccb4\uc785\ub2c8\ub2e4.<\/p>\n<p data-start=\"3216\" data-end=\"3289\">\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 + \ub300\ud615 \ubaa8\ub378(Claude, Llama, Titan) + \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc11c\ube44\uc2a4(Lambda\/ECS)<br data-start=\"3265\" data-end=\"3268\" \/>= \ub370\uc774\ud130 \uc800\uc7a5\ubd80\ud130 AI \ucd94\ub860\uae4c\uc9c0 \uc6d0\uc2a4\ud1b1 \ud3d0\uc1c4 \ub8e8\ud504.<\/p>\n<p data-start=\"3291\" data-end=\"3313\">\uae30\uc5c5\uc740 \ub354 \uc774\uc0c1 \ub2e4\uc591\ud55c \uc81c3\uc790 \uc11c\ube44\uc2a4\ub97c \ud558\ub098\ub85c \ud1b5\ud569\ud560 \ud544\uc694\uac00 \uc5c6\uc73c\ubbc0\ub85c \uc548\uc815\uc131\uc774 \ub354\uc6b1 \ub192\uc544\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n<h5 data-start=\"3320\" data-end=\"3342\"><strong data-start=\"3324\" data-end=\"3342\">3. \ub2e4\uad6d\uc5b4 \ubc0f \ub2e4\uc911 \ubaa8\ub4dc \ubca1\ud130 \uc9c0\uc6d0<\/strong><\/h5>\n<p data-start=\"3344\" data-end=\"3360\">AWS\uc758 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub2e4\uc74c\uc744 \ub3d9\uc2dc\uc5d0 \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul data-start=\"3362\" data-end=\"3437\">\n<li data-start=\"3362\" data-end=\"3380\">\n<p data-start=\"3364\" data-end=\"3380\">\uc911\uad6d\uc5b4, \uc601\uc5b4, \uc77c\ubcf8\uc5b4 \ub4f1 \ub2e4\uad6d\uc5b4 \ud14d\uc2a4\ud2b8<\/p>\n<\/li>\n<li data-start=\"3381\" data-end=\"3389\">\n<p data-start=\"3383\" data-end=\"3389\">\uc774\ubbf8\uc9c0 \ubca1\ud130<\/p>\n<\/li>\n<li data-start=\"3390\" data-end=\"3398\">\n<p data-start=\"3392\" data-end=\"3398\">\ube44\ub514\uc624 \ubca1\ud130<\/p>\n<\/li>\n<li data-start=\"3399\" data-end=\"3417\">\n<p data-start=\"3401\" data-end=\"3417\">\uc0ac\uc6a9\uc790 \ud589\ub3d9 \uc784\ubca0\ub529<\/p>\n<\/li>\n<li data-start=\"3418\" data-end=\"3437\">\n<p data-start=\"3420\" data-end=\"3437\">\ub85c\uadf8 \ubc0f \ubaa8\ub2c8\ud130\ub9c1 \uc784\ubca0\ub529<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3439\" data-end=\"3463\">\uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \uc9c4\uc815\ud55c &quot;\uba40\ud2f0\ubaa8\ub2ec AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158&quot;\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\ub294 \uae30\ubc18\uc744 \ub9c8\ub828\ud558\uac8c \ub429\ub2c8\ub2e4.<\/p>\n<h5 data-start=\"3470\" data-end=\"3495\"><strong data-start=\"3474\" data-end=\"3495\">4. \uc18c\uaddc\ubaa8\uc5d0\uc11c \ud398\ud0c0\ubc14\uc774\ud2b8 \uaddc\ubaa8\ub85c\uc758 \uc6d0\ud65c\ud55c \ud655\uc7a5<\/strong><\/h5>\n<p data-start=\"3497\" data-end=\"3540\">AWS\uc758 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ubaa8\ub450 \uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 \uace0\uac00\uc6a9\uc131 \uc544\ud0a4\ud14d\ucc98\ub97c \uc9c0\uc6d0\ud558\ubbc0\ub85c \ub300\uaddc\ubaa8 \ub9ac\ud329\ud1a0\ub9c1\uc774 \ud544\uc694 \uc5c6\uc774 \ube44\uc988\ub2c8\uc2a4 \uc131\uc7a5\uc5d0 \ub530\ub77c \uc218\uc694\uc5d0 \ub530\ub77c \ud655\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h4 data-start=\"3547\" data-end=\"3574\"><\/h4>\n<h4 data-start=\"3547\" data-end=\"3574\"><strong data-start=\"3550\" data-end=\"3574\">\uc77c\ubc18\uc801\uc778 \uc751\uc6a9 \ud504\ub85c\uadf8\ub7a8 \uc2dc\ub098\ub9ac\uc624<\/strong><\/h4>\n<p data-start=\"3576\" data-end=\"3616\">\uacf5\uc2dd AWS \ub9ac\uc140\ub7ec\ub85c\uc11c, \uc6b0\ub9ac\ub294 \uc2e4\uc81c \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \uc218\ub9ce\uc740 \ud604\uc2e4\uc801\uc778 \uc694\uad6c \uc0ac\ud56d\uc744 \uc811\ud588\ub294\ub370, \uadf8 \uc911 \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \uac83\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<h5 data-start=\"3623\" data-end=\"3652\"><strong data-start=\"3627\" data-end=\"3652\">1. \uae30\uc5c5 \uc9c0\uc2dd \uae30\ubc18 + \uc0dd\uc131\uc801 \uc9c8\ubb38 \ub2f5\ubcc0(\uac00\uc7a5 \uc77c\ubc18\uc801)<\/strong><\/h5>\n<p data-start=\"3654\" data-end=\"3659\">\uacfc\uc815\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ol data-start=\"3661\" data-end=\"3775\">\n<li data-start=\"3661\" data-end=\"3684\">\n<p data-start=\"3664\" data-end=\"3684\">\ud68c\uc0ac \ubb38\uc11c, \ub9e4\ub274\uc5bc, \uacc4\uc57d\uc11c, \ud504\ub85c\uc138\uc2a4 \ubc0f \uae30\ud0c0 \uc815\ubcf4\ub97c \uac00\uc838\uc635\ub2c8\ub2e4.<\/p>\n<\/li>\n<li data-start=\"3685\" data-end=\"3709\">\n<p data-start=\"3688\" data-end=\"3709\">\uc784\ubca0\ub529 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubca1\ud130 \uc0dd\uc131<\/p>\n<\/li>\n<li data-start=\"3710\" data-end=\"3746\">\n<p data-start=\"3713\" data-end=\"3746\">OpenSearch \ub610\ub294 Aurora pgvector\uc5d0 \uc800\uc7a5<\/p>\n<\/li>\n<li data-start=\"3747\" data-end=\"3775\">\n<p data-start=\"3750\" data-end=\"3775\">Claude\/Llama\ub97c \uc0ac\uc6a9\ud558\uc5ec \ucd5c\uc885 \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<\/li>\n<\/ol>\n<p data-start=\"3777\" data-end=\"3780\">\uc0ac\uc6a9 \uc6a9\ub3c4:<\/p>\n<ul data-start=\"3782\" data-end=\"3824\">\n<li data-start=\"3782\" data-end=\"3791\">\n<p data-start=\"3784\" data-end=\"3791\">\uace0\uac1d \uc11c\ube44\uc2a4 \uc790\ub3d9\ud654<\/p>\n<\/li>\n<li data-start=\"3792\" data-end=\"3802\">\n<p data-start=\"3794\" data-end=\"3802\">\ub0b4\ubd80 FAQ<\/p>\n<\/li>\n<li data-start=\"3803\" data-end=\"3813\">\n<p data-start=\"3805\" data-end=\"3813\">\uc560\ud504\ud130 \uc11c\ube44\uc2a4 \uc9c0\uc2dd \uc9c0\uc6d0<\/p>\n<\/li>\n<li data-start=\"3814\" data-end=\"3824\">\n<p data-start=\"3816\" data-end=\"3824\">\uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubb38\uc11c \uac80\uc0c9<\/p>\n<\/li>\n<\/ul>\n<h5 data-start=\"3831\" data-end=\"3859\"><strong data-start=\"3835\" data-end=\"3859\">2. \uae30\uc5c5\uc744 \uc704\ud55c \uc9c0\ub2a5\ud615 \uc628\uc0ac\uc774\ud2b8 \uac80\uc0c9(\ud0a4\uc6cc\ub4dc \uac80\uc0c9 \uc774\uc0c1)<\/strong><\/h5>\n<p data-start=\"3861\" data-end=\"3864\">\uc608\ub97c \ub4e4\uc5b4:<\/p>\n<ul data-start=\"3866\" data-end=\"3935\">\n<li data-start=\"3866\" data-end=\"3892\">\n<p data-start=\"3868\" data-end=\"3892\">&quot;\uc801\ud569\ud55c \uc5ec\ub984 \uc7ac\ud0b7&quot;\uc5d0 \ub300\ud55c \uc804\uc790\uc0c1\uac70\ub798 \uac80\uc0c9(\ud0a4\uc6cc\ub4dc \ub9e4\uce6d \uc544\ub2d8)<\/p>\n<\/li>\n<li data-start=\"3893\" data-end=\"3915\">\n<p data-start=\"3895\" data-end=\"3915\">\ubcf4\ud5d8\uc5c5\uacc4\uc5d0\uc11c &quot;\ub178\uc778\uc5d0\uac8c \uc801\ud569\ud55c \uc911\uc99d\uc9c8\ud658\ubcf4\ud5d8&quot; \uac80\uc0c9<\/p>\n<\/li>\n<li data-start=\"3916\" data-end=\"3935\">\n<p data-start=\"3918\" data-end=\"3935\">&quot;\uac00\uc2b4 \ub2f5\ub2f5\ud568\uc744 \ub3d9\ubc18\ud55c \ubcf5\ud1b5\uc5d0 \ub300\ud55c \ub300\ucc98\ubc95&quot;\uc5d0 \ub300\ud55c \uc758\ud559 \uac80\uc0c9 \uacb0\uacfc<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"3937\" data-end=\"3963\">\uc774\ub7ec\ud55c \uc720\ud615\uc758 \uac80\uc0c9\uc740 \uc804\uc801\uc73c\ub85c \uc758\ubbf8\uc801 \uae30\ub2a5\uc5d0 \uc758\uc874\ud558\uba70, \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc5ec\uae30\uc5d0\uc11c \uc911\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4.<\/p>\n<h5 data-start=\"3970\" data-end=\"4003\"><strong data-start=\"3974\" data-end=\"4003\">3. \ucd94\ucc9c \uc2dc\uc2a4\ud15c(\uc784\ubca0\ub529 \ub9ac\ucf5c)<\/strong><\/h5>\n<p data-start=\"4005\" data-end=\"4033\">DynamoDB\/OpenSearch\ub97c \uc0ac\uc6a9\ud558\uc5ec \uad6c\ud604\ub428:<\/p>\n<ul data-start=\"4035\" data-end=\"4075\">\n<li data-start=\"4035\" data-end=\"4043\">\n<p data-start=\"4037\" data-end=\"4043\">\ucf58\ud150\uce20 \ucd94\ucc9c<\/p>\n<\/li>\n<li data-start=\"4044\" data-end=\"4052\">\n<p data-start=\"4046\" data-end=\"4052\">\uc81c\ud488 \ucd94\ucc9c<\/p>\n<\/li>\n<li data-start=\"4053\" data-end=\"4064\">\n<p data-start=\"4055\" data-end=\"4064\">\uc0ac\uc6a9\uc790 \uc720\uc0ac\uc131 \ubaa8\ub378<\/p>\n<\/li>\n<li data-start=\"4065\" data-end=\"4075\">\n<p data-start=\"4067\" data-end=\"4075\">\ud589\ub3d9 \ud504\ub85c\ud30c\uc77c\ub9c1 \uc2dc\uc2a4\ud15c<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4077\" data-end=\"4105\">\uc784\ubca0\ub529\uc740 \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uc810\ucc28 \uae30\uc874 \uaddc\uce59 \ubaa8\ub378\uc744 \ub300\uccb4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h5 data-start=\"4112\" data-end=\"4139\"><strong data-start=\"4116\" data-end=\"4139\">4. AI Agent\uc758 \uc7a5\uae30 \uae30\uc5b5 \ubaa8\ub4c8<\/strong><\/h5>\n<p data-start=\"4141\" data-end=\"4177\">MemoryDB \ub610\ub294 Aurora\ub294 \uc9c0\ub2a5\ud615 \uc5d0\uc774\uc804\ud2b8\ub97c \uc704\ud55c &quot;\uba54\ubaa8\ub9ac \ubc45\ud06c&quot; \uc5ed\ud560\uc744 \ud558\uc5ec \uc9c0\uc18d\uc801\uc778 \uc800\uc7a5\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul data-start=\"4179\" data-end=\"4216\">\n<li data-start=\"4179\" data-end=\"4187\">\n<p data-start=\"4181\" data-end=\"4187\">\uc0ac\uc6a9\uc790 \uae30\ubcf8 \uc124\uc815<\/p>\n<\/li>\n<li data-start=\"4188\" data-end=\"4196\">\n<p data-start=\"4190\" data-end=\"4196\">\uc5ed\uc0ac\uc801 \ud589\ub3d9<\/p>\n<\/li>\n<li data-start=\"4197\" data-end=\"4207\">\n<p data-start=\"4199\" data-end=\"4207\">\uc791\uc5c5 \uc2e4\ud589 \uacb0\uacfc<\/p>\n<\/li>\n<li data-start=\"4208\" data-end=\"4216\">\n<p data-start=\"4210\" data-end=\"4216\">\uc138\uc158 \ub85c\uadf8<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4218\" data-end=\"4238\">\ub354\uc6b1 \uc2a4\ub9c8\ud2b8\ud55c \uae30\uc5c5 \uc5d0\uc774\uc804\ud2b8\uc640 \uc790\ub3d9\ud654 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<h4 data-start=\"4245\" data-end=\"4270\"><strong data-start=\"4248\" data-end=\"4270\">\uae30\uc5c5 \uc120\ud0dd \uad8c\uc7a5 \uc0ac\ud56d<\/strong><\/h4>\n<div class=\"_tableContainer_1rjym_1\">\n<div class=\"group _tableWrapper_1rjym_13 flex w-fit flex-col-reverse\" tabindex=\"-1\">\n<table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"4272\" data-end=\"4505\">\n<thead data-start=\"4272\" data-end=\"4294\">\n<tr data-start=\"4272\" data-end=\"4294\">\n<th style=\"text-align: center;\" data-start=\"4272\" data-end=\"4277\" data-col-size=\"sm\">\uc7a5\uba74<\/th>\n<th style=\"text-align: center;\" data-start=\"4277\" data-end=\"4294\" data-col-size=\"sm\">\uad8c\uc7a5\ub418\ub294 AWS \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"4331\" data-end=\"4505\">\n<tr data-start=\"4331\" data-end=\"4378\">\n<td style=\"text-align: center;\" data-start=\"4331\" data-end=\"4346\" data-col-size=\"sm\">\uae30\uc5c5 \uc9c0\uc2dd \uae30\ubc18, RAG \uc2dc\uc2a4\ud15c<\/td>\n<td style=\"text-align: center;\" data-col-size=\"sm\" data-start=\"4346\" data-end=\"4378\">OpenSearch \/ Aurora pgvector<\/td>\n<\/tr>\n<tr data-start=\"4379\" data-end=\"4419\">\n<td style=\"text-align: center;\" data-start=\"4379\" data-end=\"4400\" data-col-size=\"sm\">\ube44\uc988\ub2c8\uc2a4 \uc2dc\uc2a4\ud15c\uc740 \uc774\ubbf8 PostgreSQL\uc744 \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4.<\/td>\n<td style=\"text-align: center;\" data-col-size=\"sm\" data-start=\"4400\" data-end=\"4419\">\uc624\ub85c\ub77c pg\ubca1\ud130<\/td>\n<\/tr>\n<tr data-start=\"4420\" data-end=\"4449\">\n<td style=\"text-align: center;\" data-start=\"4420\" data-end=\"4430\" data-col-size=\"sm\">\ub192\uc740 \ub3d9\uc2dc\uc131 \uc2e4\uc2dc\uac04 \ucd94\ucc9c<\/td>\n<td style=\"text-align: center;\" data-col-size=\"sm\" data-start=\"4430\" data-end=\"4449\">DynamoDB \ubca1\ud130<\/td>\n<\/tr>\n<tr data-start=\"4450\" data-end=\"4472\">\n<td style=\"text-align: center;\" data-start=\"4450\" data-end=\"4460\" data-col-size=\"sm\">\ubc00\ub9ac\ucd08 \ubbf8\ub9cc\uc758 \uc131\ub2a5 \ud544\uc694<\/td>\n<td style=\"text-align: center;\" data-col-size=\"sm\" data-start=\"4460\" data-end=\"4472\">\uba54\ubaa8\ub9acDB<\/td>\n<\/tr>\n<tr data-start=\"4473\" data-end=\"4505\">\n<td style=\"text-align: center;\" data-start=\"4473\" data-end=\"4486\" data-col-size=\"sm\">\ube44\uc6a9\uc5d0 \ubbfc\uac10\ud55c \uc911\uc18c \uaddc\ubaa8 \ud504\ub85c\uc81d\ud2b8<\/td>\n<td style=\"text-align: center;\" data-col-size=\"sm\" data-start=\"4486\" data-end=\"4505\">\uc624\ub85c\ub77c pg\ubca1\ud130<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p data-start=\"4507\" data-end=\"4524\">\ub610\ud55c \uc6b0\ub9ac\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ud63c\ud569\ub41c \uc120\ud0dd\uc744 \ud558\ub294 \uace0\uac1d\uc744 \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n<ul data-start=\"4526\" data-end=\"4597\">\n<li data-start=\"4526\" data-end=\"4557\">\n<p data-start=\"4528\" data-end=\"4557\">OpenSearch + MemoryDB(\uace0\uc8fc\ud30c \uce90\uc2dc)<\/p>\n<\/li>\n<li data-start=\"4558\" data-end=\"4597\">\n<p data-start=\"4560\" data-end=\"4597\">Aurora + Bedrock + DynamoDB(\uc885\ub2e8 \uac04 \uc9c0\ub2a5\ud615 \uad00\ub9ac)<\/p>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h4 data-start=\"4604\" data-end=\"4652\"><strong data-start=\"4607\" data-end=\"4652\">\uacb0\ub860<\/strong><\/h4>\n<p data-start=\"4654\" data-end=\"4724\">\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 &#039;\uc120\ud0dd\uc801 \uae30\uc220&#039;\uc774 \uc544\ub2c8\ub77c \ubaa8\ub4e0 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uae30\ubc18\uc785\ub2c8\ub2e4.<br data-start=\"4682\" data-end=\"4685\" \/>\uc758\ubbf8 \uac80\uc0c9, \uc9c0\uc2dd \uae30\ubc18, AI \uc5d0\uc774\uc804\ud2b8, \ucd94\ucc9c \uc2dc\uc2a4\ud15c\uc5d0\uc11c \uadf8 \uc5ed\ud560\uc740 \ub300\uccb4 \ubd88\uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n<p data-start=\"4726\" data-end=\"4771\">AWS\ub294 \uae30\uc5c5\uc774 \ubcf4\uc548, \uc131\ub2a5, \ud655\uc7a5\uc131 \ubc0f \uaddc\uc815 \uc900\uc218 \uac04\uc758 \ucd5c\uc801\uc758 \uade0\ud615\uc744 \ub2ec\uc131\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ub2e4\uc591\ud55c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p data-start=\"4773\" data-end=\"4818\">\uacf5\uc2dd AWS \ub9ac\uc140\ub7ec\uc778 &quot;On the Cloud&quot;\ub294 \uc624\ub7ab\ub3d9\uc548 \uae30\uc5c5\uc758 \ub514\uc9c0\ud138 \ubc0f AI \uc804\ud658\uc744 \uc9c0\uc6d0\ud574 \uc654\uc73c\uba70, \ub2e4\uc74c\uacfc \uac19\uc740 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul data-start=\"4820\" data-end=\"4960\">\n<li data-start=\"4820\" data-end=\"4834\">\n<p data-start=\"4822\" data-end=\"4834\">AI \uc544\ud0a4\ud14d\ucc98 \uacc4\ud68d \ubc0f \ucee8\uc124\ud305<\/p>\n<\/li>\n<li data-start=\"4835\" data-end=\"4867\">\n<p data-start=\"4837\" data-end=\"4867\">AWS \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc81c\ud488 \uc120\ud0dd \ubc0f \ubc30\ud3ec<\/p>\n<\/li>\n<li data-start=\"4868\" data-end=\"4883\">\n<p data-start=\"4870\" data-end=\"4883\">RAG \uc2dc\uc2a4\ud15c \uc124\uacc4 \ubc0f \uad6c\ud604<\/p>\n<\/li>\n<li data-start=\"4884\" data-end=\"4895\">\n<p data-start=\"4886\" data-end=\"4895\">\uae30\uc5c5 \uc9c0\uc2dd \uae30\ubc18 \uad6c\ucd95<\/p>\n<\/li>\n<li data-start=\"4896\" data-end=\"4914\">\n<p data-start=\"4898\" data-end=\"4914\">\ubaa8\ub378 \ud638\ucd9c, \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4, \ube44\uc6a9 \ucd5c\uc801\ud654<\/p>\n<\/li>\n<li data-start=\"4915\" data-end=\"4960\">\n<p data-start=\"4917\" data-end=\"4960\">Bedrock, OpenSearch \ubc0f Aurora pgvector\ub97c \uc704\ud55c \uc6d0\uc2a4\ud1b1 \uc194\ub8e8\uc158<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4962\" data-end=\"5036\">&quot;\ub370\uc774\ud130&quot;\uc5d0\uc11c &quot;\uc778\ud154\ub9ac\uc804\uc2a4&quot;\ub85c\uc758 \ub2e4\uc74c \ub2e8\uacc4\ub97c \uacc4\ud68d\ud558\uace0 \uc788\ub2e4\uba74, \uc6b0\ub9ac\ub294 \uadc0\uc0ac\uc758 \ud504\ub85c\uc81d\ud2b8\ub97c \uac1c\ub150\uc5d0\uc11c \uac1c\ub150 \uc99d\uba85(PoC)\uc73c\ub85c, PoC\uc5d0\uc11c \uacf5\uc2dd\uc801\uc778 \uc0dd\uc0b0 \uad6c\ud604\uc73c\ub85c \ubc1c\uc804\uc2dc\ud0a4\uae30 \uc704\ud574 \uadc0\uc0ac\uc640 \ud611\ub825\ud560 \uc758\ud5a5\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub370\uc774\ud130\uac00 \uadc0\uc0ac\uc758 \uae30\uc5c5\uc758 \uc9c0\ub2a5\ud615 \uc5d4\uc9c4\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>\uc0dd\uc131\uc801 AI\uc758 \uae09\uc18d\ud55c \ubc1c\uc804 \uc18d\uc5d0\uc11c \uae30\uc5c5\ub4e4\uc740 \ub370\uc774\ud130 \uc790\uc0b0\uc744 \uc9c4\uc815\uc73c\ub85c \ud65c\uc6a9 \uac00\ub2a5\ud55c &quot;\uc778\ud154\ub9ac\uc804\uc2a4&quot;\ub85c \uc804\ud658\ud558\ub294 \uc18d\ub3c4\uac00 \uc810\uc810 \ub354 \ube68\ub77c\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc9c0\uc2dd \uae30\ubc18 \uc9c8\uc758\uc751\ub2f5 \uc2dc\uc2a4\ud15c, \uc9c0\ub2a5\ud615 \uace0\uac1d \uc11c\ube44\uc2a4, \uae30\uc5c5 \ub0b4\ubd80 \uac80\uc0c9 \uc5d4\uc9c4, \ub2e4\uc591\ud55c \uc0b0\uc5c5\ubcc4 AI \uc5d0\uc774\uc804\ud2b8 \ub4f1 \ubaa8\ub4e0 \uae30\uc220\uc740 \uacf5\ud1b5\ub41c \uae30\uc220 \uae30\ubc18\uc778 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uc758\uc874\ud569\ub2c8\ub2e4.<\/p>","protected":false},"author":1,"featured_media":4157,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[],"class_list":["post-4156","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technical-sharing"],"_links":{"self":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/4156","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/comments?post=4156"}],"version-history":[{"count":2,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/4156\/revisions"}],"predecessor-version":[{"id":4159,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/posts\/4156\/revisions\/4159"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media\/4157"}],"wp:attachment":[{"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/media?parent=4156"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/categories?post=4156"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aws-oncloudai.com\/ko\/wp-json\/wp\/v2\/tags?post=4156"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}