{"id":836,"date":"2026-09-01T09:18:09","date_gmt":"2026-09-01T00:18:09","guid":{"rendered":"https:\/\/krsamchoon.com\/kor-samchoon\/?p=836"},"modified":"2026-09-01T09:18:09","modified_gmt":"2026-09-01T00:18:09","slug":"llm%ec%9d%b4%eb%9e%80-%eb%ac%b4%ec%97%87%ec%9d%bc%ea%b9%8c-ai-%ec%9e%91%eb%8f%99-%ec%9b%90%eb%a6%ac%eb%b6%80%ed%84%b0-%ec%98%a4%ed%94%88-llm%c2%b7rag%c2%b7%ec%a7%81%ec%a0%91-%ea%b0%9c%eb%b0%9c","status":"publish","type":"post","link":"https:\/\/krsamchoon.com\/kor-samchoon\/llm%ec%9d%b4%eb%9e%80-%eb%ac%b4%ec%97%87%ec%9d%bc%ea%b9%8c-ai-%ec%9e%91%eb%8f%99-%ec%9b%90%eb%a6%ac%eb%b6%80%ed%84%b0-%ec%98%a4%ed%94%88-llm%c2%b7rag%c2%b7%ec%a7%81%ec%a0%91-%ea%b0%9c%eb%b0%9c\/","title":{"rendered":"LLM\uc774\ub780 \ubb34\uc5c7\uc77c\uae4c? AI \uc791\ub3d9 \uc6d0\ub9ac\ubd80\ud130 \uc624\ud508 LLM\u00b7RAG\u00b7\uc9c1\uc811 \uac1c\ubc1c\uae4c\uc9c0"},"content":{"rendered":"<style>\n.krs-h2 {\n  margin-top: 40px !important;\n  margin-bottom: 18px !important;\n  padding: 14px 18px !important;\n  background: #eef6ff !important;\n  border-left: 5px solid #3976d3 !important;\n  border-radius: 10px !important;\n  font-size: 26px !important;\n  font-weight: 700 !important;\n  line-height: 1.45 !important;\n}\n\n.krs-h3 {\n  margin-top: 28px !important;\n  margin-bottom: 12px !important;\n  font-size: 21px !important;\n  font-weight: 700 !important;\n  line-height: 1.45 !important;\n}\n\n.krs-box-green {\n  margin: 24px 0;\n  padding: 18px 20px;\n  background: #f0f8f3;\n  border: 1px solid #d5ebdd;\n  border-radius: 12px;\n  line-height: 1.8;\n}\n\n.krs-box-orange {\n  margin: 24px 0;\n  padding: 18px 20px;\n  background: #fff7ed;\n  border: 1px solid #f2d6b3;\n  border-radius: 12px;\n  line-height: 1.8;\n}\n\n.krs-table-wrap {\n  display: block;\n  width: 100%;\n  max-width: 100%;\n  overflow-x: auto !important;\n  -webkit-overflow-scrolling: touch;\n  margin: 20px 0;\n}\n\n.krs-table {\n  width: 100%;\n  min-width: 650px !important;\n  border-collapse: collapse;\n  line-height: 1.7;\n}\n\n.krs-table th,\n.krs-table td {\n  border: 1px solid #d9e0e8;\n  padding: 10px;\n  vertical-align: top;\n  word-break: keep-all !important;\n}\n\n.krs-table th {\n  background: #f3f6fa;\n}\n\n@media screen and (max-width: 768px) {\n\n  h2.krs-h2 {\n    margin-top: 30px !important;\n    margin-bottom: 15px !important;\n    padding: 11px 13px !important;\n    font-size: 21px !important;\n    line-height: 1.4 !important;\n    letter-spacing: -0.3px !important;\n  }\n\n  h3.krs-h3 {\n    margin-top: 24px !important;\n    margin-bottom: 10px !important;\n    font-size: 18px !important;\n    line-height: 1.45 !important;\n  }\n\n  .krs-box-green,\n  .krs-box-orange {\n    margin: 18px 0;\n    padding: 14px 15px;\n    line-height: 1.7;\n  }\n\n  .krs-table-wrap {\n    overflow-x: auto !important;\n  }\n\n  .krs-table {\n    width: 650px !important;\n    min-width: 650px !important;\n  }\n\n  .krs-table th,\n  .krs-table td {\n    padding: 9px !important;\n    font-size: 14px !important;\n    line-height: 1.55 !important;\n    white-space: normal;\n    word-break: keep-all !important;\n  }\n}\n<\/style>\n<p><strong>LLM\uc774\ub780 \ubb34\uc5c7\uc77c\uae4c?<\/strong> AI \uc2dc\ub300\ub77c\ub294 \ub9d0\uc744 \uc790\uc5f0\uc2a4\ub7fd\uac8c \uc0ac\uc6a9\ud558\uace0 ChatGPT \uac19\uc740 \uc0dd\uc131\ud615 AI\ub97c \ub9e4\uc77c \uc811\ud558\uc9c0\ub9cc, \uc815\uc791 AI\uac00 \uc5b4\ub5bb\uac8c \ub9cc\ub4e4\uc5b4\uc9c0\uace0 \uc5b4\ub5a4 \ubc29\uc2dd\uc73c\ub85c \ub2f5\uc744 \uc0dd\uc131\ud558\ub294\uc9c0\uae4c\uc9c0 \uc544\ub294 \uc0ac\ub78c\uc740 \ub9ce\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\u201cAI\ub294 \uc778\ud130\ub137\uc5d0\uc11c \uc815\ub2f5\uc744 \ucc3e\uc544\uc11c \ubcf4\uc5ec\uc8fc\ub294 \uac78\uae4c?\u201d, \u201c\ud68c\uc0ac \ub0b4\ubd80 \ubb38\uc11c\ub97c AI\uc5d0\uac8c \uc54c\ub824\uc904 \uc218\ub3c4 \uc788\uc744\uae4c?\u201d, \u201c\uae30\uc5c5\uc774 AI \uc81c\ud488\uc744 \ub9cc\ub4e4\ub824\uba74 LLM\uc744 \ucc98\uc74c\ubd80\ud130 \uc9c1\uc811 \uac1c\ubc1c\ud574\uc57c \ud560\uae4c?\u201d \uac19\uc740 \uad81\uae08\uc99d\uc774 \uc0dd\uacbc\ub2e4\uba74 \uc774 \uae00\uc5d0\uc11c LLM\uc758 \uae30\ubcf8 \uc6d0\ub9ac\ubd80\ud130 SLM, \uc624\ud508\uc6e8\uc774\ud2b8 \ubaa8\ub378, RAG, \ud30c\uc778\ud29c\ub2dd, \uc790\uccb4 AI \uac1c\ubc1c\uae4c\uc9c0 \ucc28\uadfc\ucc28\uadfc \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc0bc\ucd98\uc740 IT \uad00\ub828 \uc77c\uc744 \ud588\uc2b5\ub2c8\ub2e4.<\/p>\n<div class=\"krs-box-green\"><strong>\ud575\uc2ec \ud3ec\uc778\ud2b8<\/strong><br \/>\nLLM\uc740 AI \uc81c\ud488\uc758 \ud575\uc2ec \uc5d4\uc9c4\uc774\uc9c0\ub9cc AI \uc81c\ud488 \uc804\uccb4\ub97c \uc758\ubbf8\ud558\uc9c0\ub294 \uc54a\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c \uc11c\ube44\uc2a4\uc758 \ud488\uc9c8\uc740 \ubaa8\ub378\ubfd0 \uc544\ub2c8\ub77c \ub370\uc774\ud130, \uac80\uc0c9 \uc2dc\uc2a4\ud15c, \ud504\ub86c\ud504\ud2b8, \ubcf4\uc548, \uad8c\ud55c\uad00\ub9ac, \ub2f5\ubcc0 \uac80\uc99d, \uc0ac\uc6a9\uc790 \ud654\uba74\uacfc \uae30\uc874 \uc2dc\uc2a4\ud15c\uc758 \uc5f0\ub3d9 \ub4f1\uc5d0 \uc758\ud574 \ud06c\uac8c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/div>\n<h2 class=\"krs-h2\">LLM\uc740 \ubb34\uc5c7\uc744 \ud558\ub294 \ubaa8\ub378\uc77c\uae4c?<\/h2>\n<p>LLM\uc740 <strong>Large Language Model<\/strong>, \uc989 \ub300\uaddc\ubaa8 \uc5b8\uc5b4\ubaa8\ub378\uc744 \ub73b\ud569\ub2c8\ub2e4. \ubc29\ub300\ud55c \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ud559\uc2b5\ud55c \ub4a4 \uc0ac\uc6a9\uc790\uac00 \uc785\ub825\ud55c \ubb38\ub9e5\uc744 \ubc14\ud0d5\uc73c\ub85c \ub2e4\uc74c\uc5d0 \uc774\uc5b4\uc9c8 \uac00\ub2a5\uc131\uc774 \ub192\uc740 \ud1a0\ud070(token)\uc744 \uc608\uce21\ud558\uba74\uc11c \ubb38\uc7a5\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<p>\ud1a0\ud070\uc740 \ubc18\ub4dc\uc2dc \ud558\ub098\uc758 \uc644\uc804\ud55c \ub2e8\uc5b4\ub97c \uc758\ubbf8\ud558\uc9c0\ub294 \uc54a\uc2b5\ub2c8\ub2e4. \ub2e8\uc5b4 \uc804\uccb4\uac00 \ub420 \uc218\ub3c4 \uc788\uace0, \ub2e8\uc5b4\uc758 \uc77c\ubd80\ub098 \ubb38\uc790\u00b7\uae30\ud638 \ub4f1\uc758 \ub2e8\uc704\uac00 \ub420 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uae30\uc11c \uc911\uc694\ud55c \uc810\uc740 \uc77c\ubc18\uc801\uc778 LLM\uc774 \uac80\uc0c9\uc5d4\uc9c4\ucc98\ub7fc \uc778\ud130\ub137 \uc5b4\ub518\uac00\uc5d0 \uc788\ub294 \uc815\ub2f5 \ubb38\uc7a5\uc744 \ucc3e\uc544 \uadf8\ub300\ub85c \ubcf5\uc0ac\ud574 \ubcf4\uc5ec\uc8fc\ub294 \uc2dc\uc2a4\ud15c\uc740 \uc544\ub2c8\ub77c\ub294 \uac83\uc785\ub2c8\ub2e4. \ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c \uc775\ud78c \uc5b8\uc5b4\uc758 \ud328\ud134\uacfc \uad00\uacc4\ub97c \uc774\uc6a9\ud574 \uc0c8\ub85c\uc6b4 \ubb38\uc7a5\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub798\uc11c \ub9e4\uc6b0 \uc790\uc5f0\uc2a4\ub7fd\uace0 \ub17c\ub9ac\uc801\uc73c\ub85c \ubcf4\uc774\ub294 \ubb38\uc7a5\uc744 \ub9cc\ub4e4\uba74\uc11c\ub3c4 \uc0ac\uc2e4\uacfc \ub2e4\ub978 \ub0b4\uc6a9\uc744 \uc790\uc2e0 \uc788\uac8c \ub9d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\uc131\ud615 AI\uc5d0\uc11c \ud754\ud788 \uc774\uc57c\uae30\ud558\ub294 <strong>\ud658\uac01(Hallucination)<\/strong> \ubb38\uc81c\uac00 \ubc14\ub85c \uc5ec\uae30\uc5d0\uc11c \ub098\ud0c0\ub0a0 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>LLM\uc774 \ub2f5\uc744 \ub9cc\ub4dc\ub294 \uacfc\uc815\uc744 \ub9e4\uc6b0 \ub2e8\uc21c\ud654\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ol>\n<li>\uc0ac\uc6a9\uc790\uc758 \uc9c8\ubb38\uacfc \uc774\uc804 \ub300\ud654 \ub9e5\ub77d\uc744 \uc785\ub825\ubc1b\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ubb38\uc7a5\uc744 \ud1a0\ud070 \ub2e8\uc704\ub85c \ub098\ub204\uc5b4 \ubaa8\ub378\uc774 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ud615\ud0dc\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4.<\/li>\n<li>\ubaa8\ub378 \ub0b4\ubd80\uc5d0\uc11c \ud1a0\ud070\uacfc \ubb38\ub9e5 \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/li>\n<li>\ub2e4\uc74c\uc5d0 \uc774\uc5b4\uc9c8 \uac00\ub2a5\uc131\uc774 \ub192\uc740 \ud1a0\ud070\uc744 \uc608\uce21\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc774 \uacfc\uc815\uc744 \ubc18\ubcf5\ud558\uba74\uc11c \ud558\ub098\uc758 \ub2f5\ubcc0\uc744 \ub9cc\ub4e4\uc5b4\ub0c5\ub2c8\ub2e4.<\/li>\n<\/ol>\n<p>\ub530\ub77c\uc11c LLM\uc740 \uc5b8\uc5b4\ub97c \uc0dd\uc131\ud558\ub294 \uac15\ub825\ud55c \uae30\uc220\uc774\uc9c0\ub9cc, \uadf8 \uc790\uccb4\uac00 \ud56d\uc0c1 \ucd5c\uc2e0 \uc815\ubcf4\ub97c \uc54c\uace0 \uc788\ub294 \uac80\uc0c9\uc5d4\uc9c4\uc774\ub098 \uae30\uc5c5\uc758 \ubaa8\ub4e0 \uc790\ub8cc\ub97c \ubcf4\uad00\ud558\uace0 \uc788\ub294 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n<h2 class=\"krs-h2\">LLM\uacfc SLM(sLLM)\uc740 \ubb34\uc5c7\uc774 \ub2e4\ub97c\uae4c?<\/h2>\n<p>\ubaa8\ub4e0 AI \uc11c\ube44\uc2a4\uc5d0 \uac70\ub300\ud55c LLM\uc774 \ud544\uc694\ud55c \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. \uc0c1\ub300\uc801\uc73c\ub85c \uc791\uc740 \uaddc\ubaa8\uc758 \uc5b8\uc5b4\ubaa8\ub378\uc740 \uc77c\ubc18\uc801\uc73c\ub85c <strong>SLM(Small Language Model)<\/strong>\uc774\ub77c\uace0 \ubd80\ub985\ub2c8\ub2e4. \uad6d\ub0b4\uc5d0\uc11c\ub294 <strong>sLLM<\/strong>\uc774\ub77c\ub294 \ud45c\ud604\ub3c4 \ud754\ud788 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\ub300\uaddc\ubaa8 LLM\uc740 \ub2e4\uc591\ud55c \ubd84\uc57c\uc758 \uc9c8\ubb38\uacfc \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \ub370 \uc720\ub9ac\ud560 \uc218 \uc788\uc9c0\ub9cc \uadf8\ub9cc\ud07c \ub9ce\uc740 \uba54\ubaa8\ub9ac\uc640 GPU \uc5f0\uc0b0 \uc790\uc6d0\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \ubc18\ub300\ub85c \uc791\uc740 \uc5b8\uc5b4\ubaa8\ub378\uc740 \ud544\uc694\ud55c \uc790\uc6d0\uc774 \uc0c1\ub300\uc801\uc73c\ub85c \uc801\uc5b4 \ube60\ub978 \uc751\ub2f5\uc774\ub098 \uc81c\ud55c\ub41c \uc11c\ubc84 \ud658\uacbd, \ud2b9\uc815 \uc5c5\ubb34\uc5d0 \ud2b9\ud654\ub41c AI\ub97c \ub9cc\ub4dc\ub294 \ub370 \uc720\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<div class=\"krs-table-wrap\">\n<table class=\"krs-table\">\n<thead>\n<tr>\n<th>\uad6c\ubd84<\/th>\n<th>\ub300\uaddc\ubaa8 LLM<\/th>\n<th>SLM\u00b7sLLM<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uc8fc\uc694 \ud2b9\uc9d5<\/td>\n<td>\ubc94\uc6a9\uc131\uacfc \ubcf5\uc7a1\ud55c \uc791\uc5c5 \ucc98\ub9ac\uc5d0 \uc720\ub9ac<\/td>\n<td>\ud2b9\uc815 \uc5c5\ubb34\uc640 \ud6a8\uc728\uc801\uc778 \uc6b4\uc601\uc5d0 \uc720\ub9ac<\/td>\n<\/tr>\n<tr>\n<td>\ud544\uc694 \uc790\uc6d0<\/td>\n<td>\uc0c1\ub300\uc801\uc73c\ub85c \ub9ce\uc740 GPU\u00b7\uba54\ubaa8\ub9ac \ud544\uc694<\/td>\n<td>\uc0c1\ub300\uc801\uc73c\ub85c \uc801\uc740 \uc790\uc6d0\uc73c\ub85c \uc6b4\uc601 \uac00\ub2a5<\/td>\n<\/tr>\n<tr>\n<td>\uc18d\ub3c4\uc640 \ube44\uc6a9<\/td>\n<td>\ubaa8\ub378\uc5d0 \ub530\ub77c \ube44\uc6a9\uacfc \uc9c0\uc5f0\uc2dc\uac04\uc774 \ucee4\uc9c8 \uc218 \uc788\uc74c<\/td>\n<td>\ube44\uc6a9\uacfc \uc751\ub2f5 \uc18d\ub3c4\uc5d0\uc11c \uc720\ub9ac\ud560 \uc218 \uc788\uc74c<\/td>\n<\/tr>\n<tr>\n<td>\ud65c\uc6a9 \uc0ac\ub840<\/td>\n<td>\ubc94\uc6a9 \ucc57\ubd07, \ubcf5\uc7a1\ud55c \ucd94\ub860, \ub2e4\uc591\ud55c \uc5c5\ubb34<\/td>\n<td>\uae30\uc5c5 \ub0b4\ubd80 \ud2b9\uc815 \uc5c5\ubb34, \uc5e3\uc9c0 \ud658\uacbd, \uc81c\ud55c\ub41c \ubaa9\uc801\uc758 AI<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\ub530\ub77c\uc11c \uae30\uc5c5\uc774 AI\ub97c \uac1c\ubc1c\ud560 \ub54c \ubb34\uc870\uac74 \uac00\uc7a5 \ud070 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc88b\uc740 \uc804\ub7b5\uc774\ub77c\uace0 \ubcfc \uc218\ub294 \uc5c6\uc2b5\ub2c8\ub2e4. \ud544\uc694\ud55c \uc815\ud655\ub3c4\uc640 \uc5c5\ubb34 \ubc94\uc704, \uc18d\ub3c4, \uc11c\ubc84 \ube44\uc6a9, \ubcf4\uc548 \uc694\uad6c\uc0ac\ud56d\uc744 \ud568\uaed8 \uace0\ub824\ud574 \uc801\uc808\ud55c \ud06c\uae30\uc758 \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h2 class=\"krs-h2\">\uae30\uc5c5\uc740 LLM\uc744 \ucc98\uc74c\ubd80\ud130 \uc9c1\uc811 \ub9cc\ub4e4\uae4c?<\/h2>\n<p>\uacb0\ub860\ubd80\ud130 \ub9d0\ud558\uba74 \ubc18\ub4dc\uc2dc \uadf8\ub807\uc9c0\ub294 \uc54a\uc2b5\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \uc5b8\uc5b4\ubaa8\ub378\uc744 \ucc98\uc74c\ubd80\ud130 \ud559\uc2b5\ud558\ub824\uba74 \ubc29\ub300\ud55c \ub370\uc774\ud130, \uace0\uc131\ub2a5 GPU \uc778\ud504\ub77c, \uba38\uc2e0\ub7ec\ub2dd \uc804\ubb38 \uc778\ub825, \ud559\uc2b5 \ubc0f \ud3c9\uac00 \uc2dc\uc2a4\ud15c\uacfc \ub9ce\uc740 \ube44\uc6a9\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub798\uc11c \uae30\uc5c5\uc740 \uc774\ubbf8 \uac1c\ubc1c\ub41c \uc0c1\uc6a9 \ubaa8\ub378\uc744 API\ub85c \uc774\uc6a9\ud558\uac70\ub098, \uacf5\uac1c\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc624\ud508\uc6e8\uc774\ud2b8 \ubaa8\ub378\uc744 \uac00\uc838\uc640 \uc790\uccb4 \uc2dc\uc2a4\ud15c\uacfc \uacb0\ud569\ud558\ub294 \ubc29\ubc95\uc744 \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc5ec\uae30\uc11c \uc911\uc694\ud55c \uac83\uc740 <strong>LLM\uc744 \ud65c\uc6a9\ud574 AI \uc81c\ud488\uc744 \ub9cc\ub4dc\ub294 \uac83<\/strong>\uacfc <strong>LLM \uc790\uccb4\ub97c \ucc98\uc74c\ubd80\ud130 \ub9cc\ub4dc\ub294 \uac83<\/strong>\uc740 \uc644\uc804\ud788 \ub2e4\ub978 \uc218\uc900\uc758 \uc791\uc5c5\uc774\ub77c\ub294 \uc810\uc785\ub2c8\ub2e4.<\/p>\n<div class=\"krs-table-wrap\">\n<table class=\"krs-table\">\n<thead>\n<tr>\n<th>\ubc29\uc2dd<\/th>\n<th>\uc27d\uac8c \ub9d0\ud558\uba74<\/th>\n<th>\uc8fc\uc694 \ubaa9\uc801<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>API \ud65c\uc6a9<\/td>\n<td>\uae30\uc874 AI \ubaa8\ub378\uc744 \ud504\ub85c\uadf8\ub7a8\uc5d0\uc11c \ud638\ucd9c<\/td>\n<td>\ube60\ub978 \uc11c\ube44\uc2a4 \uac1c\ubc1c<\/td>\n<\/tr>\n<tr>\n<td>\uacf5\uac1c \ubaa8\ub378 \ud65c\uc6a9<\/td>\n<td>\ubaa8\ub378\uc744 \ub0b4\ub824\ubc1b\uc544 \uc9c1\uc811 \uc2e4\ud589<\/td>\n<td>\uc790\uccb4 \ud658\uacbd \uad6c\ucd95\uacfc \ub192\uc740 \uc81c\uc5b4\uad8c<\/td>\n<\/tr>\n<tr>\n<td>\ud30c\uc778\ud29c\ub2dd<\/td>\n<td>\uae30\uc874 \ubaa8\ub378\uc5d0 \ud2b9\uc815 \ub370\uc774\ud130\ub97c \ucd94\uac00 \ud559\uc2b5<\/td>\n<td>\ub9d0\ud22c\u00b7\ud615\uc2dd\u00b7\uc5c5\ubb34 \ud328\ud134\u00b7\ud2b9\uc815 \uc791\uc5c5 \uc870\uc815<\/td>\n<\/tr>\n<tr>\n<td>RAG<\/td>\n<td>\uc9c8\ubb38\uacfc \uad00\ub828\ub41c \uc790\ub8cc\ub97c \uac80\uc0c9\ud574\uc11c LLM\uc5d0 \uc81c\uacf5<\/td>\n<td>\ub0b4\ubd80 \ubb38\uc11c\uc640 \ucd5c\uc2e0 \uc790\ub8cc\ub97c \uadfc\uac70\ub85c \ub2f5\ubcc0<\/td>\n<\/tr>\n<tr>\n<td>\ucc98\uc74c\ubd80\ud130 \ud559\uc2b5<\/td>\n<td>\ub300\uaddc\ubaa8 \ub370\uc774\ud130\ub97c \uc774\uc6a9\ud574 \uae30\ubc18 \ubaa8\ub378 \uc790\uccb4\ub97c \uc0dd\uc131<\/td>\n<td>\uc0c8\ub85c\uc6b4 \uc790\uccb4 \uae30\ubc18 \ubaa8\ub378 \uac1c\ubc1c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h3 class=\"krs-h3\">\uc624\ud508\uc18c\uc2a4\uc640 \uc624\ud508\uc6e8\uc774\ud2b8\ub294 \uc5b4\ub5bb\uac8c \ub2e4\ub97c\uae4c?<\/h3>\n<p>AI \ubd84\uc57c\uc5d0\uc11c\ub294 \uacf5\uac1c\ub41c \ubaa8\ub378\uc744 \ubaa8\ub450 \ud754\ud788 \u2018\uc624\ud508\uc18c\uc2a4 LLM\u2019\uc774\ub77c\uace0 \ubd80\ub974\uae30\ub3c4 \ud558\uc9c0\ub9cc \uc5c4\ubc00\ud558\uac8c\ub294 \uad6c\ubd84\ud560 \ud544\uc694\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p><strong>\uc624\ud508\uc6e8\uc774\ud2b8(Open-weight)<\/strong> \ubaa8\ub378\uc740 \ud559\uc2b5\uc774 \ub05d\ub09c \ubaa8\ub378\uc758 \uac00\uc911\uce58\ub97c \uacf5\uac1c\ud574 \uc0ac\uc6a9\uc790\uac00 \ub0b4\ub824\ubc1b\uc544 \uc9c1\uc811 \uc2e4\ud589\ud558\uac70\ub098 \ud5c8\uc6a9\ub41c \ubc94\uc704\uc5d0\uc11c \uc218\uc815\ud574 \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud55c \ubaa8\ub378\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n<p>\ubc18\uba74 \uc624\ud508\uc18c\uc2a4 AI\ub294 \ub2e8\uc21c\ud788 \ubaa8\ub378 \uac00\uc911\uce58\ub9cc \uacf5\uac1c\ub410\ub2e4\ub294 \uac83\ubcf4\ub2e4 \ub354 \ub113\uc740 \uac1c\ub150\uc785\ub2c8\ub2e4. \ubaa8\ub378\uc758 \ucf54\ub4dc, \ud559\uc2b5 \ubc29\ubc95, \ub370\uc774\ud130\uc640 \uc0ac\uc6a9 \uad8c\ud55c \ub4f1\uc774 \uc5b4\ub290 \uc218\uc900\uae4c\uc9c0 \uacf5\uac1c\ub418\uc5b4 \uc788\ub294\uc9c0\ub294 \ud504\ub85c\uc81d\ud2b8\ub9c8\ub2e4 \ub2e4\ub97c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub530\ub77c\uc11c \uacf5\uac1c \ubaa8\ub378\uc774\ub77c\uace0 \ud574\uc11c \ubb34\uc870\uac74 \uc790\uc720\ub86d\uac8c \uc0c1\uc5c5\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub2e4\uace0 \uc0dd\uac01\ud574\uc11c\ub294 \uc548 \ub429\ub2c8\ub2e4. \uc2e4\uc81c \uc81c\ud488\uc5d0 \uc801\uc6a9\ud558\uae30 \uc804\uc5d0 \ubaa8\ub378\uc758 \ub77c\uc774\uc120\uc2a4\uc640 \uc0c1\uc5c5\uc801 \uc774\uc6a9, \uc218\uc815, \uc7ac\ubc30\ud3ec, \uc11c\ube44\uc2a4 \uc81c\uacf5 \uc870\uac74\uc744 \ubc18\ub4dc\uc2dc \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2 class=\"krs-h2\">\uac1c\uc778\ub3c4 LLM\uc744 \ubb34\ub8cc\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc744\uae4c?<\/h2>\n<p>\uac00\ub2a5\ud569\ub2c8\ub2e4. ChatGPT\uc640 \uac19\uc740 \uc11c\ube44\uc2a4\ub97c \ubb34\ub8cc \uc694\uae08\uc81c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\ub3c4 \uc788\uc9c0\ub9cc, \uacf5\uac1c\ub41c \uc624\ud508\uc6e8\uc774\ud2b8 \uc5b8\uc5b4\ubaa8\ub378\uc744 \uc9c1\uc811 \ub0b4\ub824\ubc1b\uc544 \uc790\uc2e0\uc758 PC\ub098 \uc11c\ubc84\uc5d0\uc11c \uc2e4\ud589\ud558\ub294 \ubc29\ubc95\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\ub9cc <strong>\ubaa8\ub378\uc744 \ubb34\ub8cc\ub85c \ub0b4\ub824\ubc1b\uc744 \uc218 \uc788\ub2e4\ub294 \uac83\uacfc AI \uc11c\ube44\uc2a4\ub97c \uc544\ubb34 \ube44\uc6a9 \uc5c6\uc774 \uc6b4\uc601\ud560 \uc218 \uc788\ub2e4\ub294 \uac83\uc740 \uc804\ud600 \ub2e4\ub978 \uc774\uc57c\uae30<\/strong>\uc785\ub2c8\ub2e4.<\/p>\n<p>\ubaa8\ub378\uc744 \uc9c1\uc811 \uc2e4\ud589\ud558\ub824\uba74 \ubaa8\ub378 \ud06c\uae30\uc5d0 \ub530\ub77c \ucda9\ubd84\ud55c RAM\uacfc \uc800\uc7a5\uacf5\uac04\uc774 \ud544\uc694\ud558\uba70, \ube60\ub978 \uc2e4\ud589\uc744 \uc704\ud574 GPU\uc640 \ucda9\ubd84\ud55c GPU \uba54\ubaa8\ub9ac(VRAM)\uac00 \ud544\uc694\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc GPU\ub97c \uc0ac\uc6a9\ud55c\ub2e4\uba74 \ubcc4\ub3c4\uc758 \uc11c\ubc84 \uc774\uc6a9\ub8cc\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/p>\n<div class=\"krs-box-green\"><strong>\ubb34\ub8cc AI \uc11c\ube44\uc2a4\uc640 \uacf5\uac1c LLM\uc740 \ub2e4\ub985\ub2c8\ub2e4.<\/strong><br \/>\n\ubb34\ub8cc AI \uc11c\ube44\uc2a4\ub294 \ub2e4\ub978 \ud68c\uc0ac\uac00 \uad6c\ucd95\ud55c AI\ub97c \uc77c\uc815\ud55c \uc870\uac74 \uc548\uc5d0\uc11c \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ubc18\uba74 \uacf5\uac1c LLM\uc744 \uc9c1\uc811 \uc2e4\ud589\ud558\uba74 \ubaa8\ub378\uacfc \uc2e4\ud589 \ud658\uacbd\uc744 \uc790\uc2e0\uc774 \uad00\ub9ac\ud560 \uc218 \uc788\uc9c0\ub9cc, \ucef4\ud4e8\ud130 \uc790\uc6d0\uacfc \uc124\uce58\u00b7\uc6b4\uc601\u00b7\ubcf4\uc548\uc5d0 \ub300\ud55c \ucc45\uc784\ub3c4 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc0dd\uae41\ub2c8\ub2e4.<\/div>\n<h3 class=\"krs-h3\">\uac1c\uc778\uc774 LLM\uc73c\ub85c \uac1c\ubc1c\ud558\ub824\uba74 \ubb34\uc5c7\uc774 \ud544\uc694\ud560\uae4c?<\/h3>\n<p>\uac1c\uc778\uc774 LLM \uad00\ub828 \uac1c\ubc1c\uc744 \ud55c\ub2e4\uace0 \ud574\uc11c ChatGPT\uc640 \uac19\uc740 \uac70\ub300\ud55c \ubaa8\ub378\uc744 \ucc98\uc74c\ubd80\ud130 \ub9cc\ub4e4\uc5b4\uc57c \ud558\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n<p>\uac00\uc7a5 \ud604\uc2e4\uc801\uc778 \uc2dc\uc791\uc740 \uae30\uc874 AI API\ub97c \ud504\ub85c\uadf8\ub7a8\uacfc \uc5f0\uacb0\ud558\uac70\ub098, \ube44\uad50\uc801 \uc791\uc740 \uacf5\uac1c \ubaa8\ub378\uc744 PC\uc5d0\uc11c \uc2e4\ud589\ud574\ubcf4\uace0, \uc790\uc2e0\uc758 \ubb38\uc11c\uc640 \uc5f0\uacb0\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/p>\n<p>\uae30\ubcf8\uc801\uc73c\ub85c \ub2e4\uc74c\uacfc \uac19\uc740 \uc9c0\uc2dd\uacfc \ud658\uacbd\uc774 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<ul>\n<li>Python \ub4f1 \uae30\ubcf8\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \uc9c0\uc2dd<\/li>\n<li>API\uc640 \uc6f9 \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uae30\ubcf8 \uc774\ud574<\/li>\n<li>LLM\uacfc \ud504\ub86c\ud504\ud2b8\uc5d0 \ub300\ud55c \uae30\ucd08 \uc9c0\uc2dd<\/li>\n<li>\ubaa8\ub378\uc744 \uc9c1\uc811 \uc2e4\ud589\ud55c\ub2e4\uba74 \ucda9\ubd84\ud55c RAM\uacfc GPU \ub610\ub294 \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd<\/li>\n<li>\uc790\uc2e0\uc758 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud55c\ub2e4\uba74 \ub370\uc774\ud130 \uc815\ub9ac\uc640 \uac80\uc0c9 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uc774\ud574<\/li>\n<li>\uc2e4\uc81c \uc11c\ube44\uc2a4\ub97c \ub9cc\ub4e0\ub2e4\uba74 \ubcf4\uc548\uacfc \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638\uc5d0 \ub300\ud55c \uc124\uacc4<\/li>\n<\/ul>\n<p>\uc989, <strong>LLM\uc744 \ud65c\uc6a9\ud55c \ud504\ub85c\uadf8\ub7a8 \uac1c\ubc1c<\/strong>, <strong>\uae30\uc874 \ubaa8\ub378\uc758 \ud30c\uc778\ud29c\ub2dd<\/strong>, <strong>LLM \uc790\uccb4\ub97c \ucc98\uc74c\ubd80\ud130 \ud559\uc2b5\ud558\ub294 \uac83<\/strong>\uc744 \uac19\uc740 \uc758\ubbf8\ub85c \uc0dd\uac01\ud558\uba74 \uc548 \ub429\ub2c8\ub2e4.<\/p>\n<p>\uae30\uc874 \ubaa8\ub378\uc774\ub098 API\ub97c \uc774\uc6a9\ud55c AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c\uc740 \uac1c\uc778 \uac1c\ubc1c\uc790\ub3c4 \ucda9\ubd84\ud788 \uc2dc\ub3c4\ud560 \uc218 \uc788\uc9c0\ub9cc, \uac70\ub300\ud55c LLM\uc744 \ucc98\uc74c\ubd80\ud130 \ud559\uc2b5\uc2dc\ud0a4\ub294 \uc791\uc5c5\uc740 \ub370\uc774\ud130\uc640 GPU \uc778\ud504\ub77c, \uc804\ubb38 \uc778\ub825\uacfc \ub9c9\ub300\ud55c \ube44\uc6a9\uc774 \ud544\uc694\ud55c \uc601\uc5ed\uc785\ub2c8\ub2e4.<\/p>\n<h2 class=\"krs-h2\">RAG\ub780 \ubb34\uc5c7\uc774\uba70 \uc65c \uae30\uc5c5 AI\uc5d0\uc11c \uc911\uc694\ud560\uae4c?<\/h2>\n<p>RAG\ub294 <strong>Retrieval-Augmented Generation<\/strong>\uc758 \uc57d\uc790\ub85c \uad6d\ub0b4\uc5d0\uc11c\ub294 \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131\uc774\ub77c\uace0 \ubd80\ub985\ub2c8\ub2e4.<\/p>\n<p>\uc0ac\uc6a9\uc790\uc758 \uc9c8\ubb38\uc5d0 \ubc14\ub85c \ub2f5\ud558\uac8c \ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uba3c\uc800 \uae30\uc5c5 \ub0b4\ubd80 \ubb38\uc11c\ub098 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ub4f1\uc5d0\uc11c \uc9c8\ubb38\uacfc \uad00\ub828\ub41c \uc790\ub8cc\ub97c \ucc3e\uc544\ub0b8 \ub4a4, \uac80\uc0c9\ub41c \uc815\ubcf4\ub97c LLM\uc5d0\uac8c \ud568\uaed8 \uc804\ub2ec\ud574 \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud558\ub3c4\ub85d \ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/p>\n<div class=\"krs-box-green\"><strong>RAG\ub97c \uc27d\uac8c \uc774\ud574\ud558\ub294 \ube44\uc720<\/strong><br \/>\nLLM = \uae00\uc744 \uc774\ud574\ud558\uace0 \ub2f5\uc744 \ub9cc\ub4dc\ub294 \uba38\ub9ac<br \/>\n\ud68c\uc0ac \ub0b4\ubd80 \ubb38\uc11c\u00b7DB = \ud68c\uc0ac\uac00 \ubcf4\uc720\ud55c \uc9c0\uc2dd<br \/>\nRAG = \uc9c8\ubb38\uacfc \uad00\ub828\ub41c \uc790\ub8cc\ub97c \ucc3e\uc544 LLM\uc5d0\uac8c \uc804\ub2ec\ud574\uc8fc\ub294 \uacfc\uc815<\/div>\n<p>\uc608\ub97c \ub4e4\uc5b4 \uc0ac\uc6a9\uc790\uac00 \ud68c\uc0ac\uc758 \ud734\uac00 \uaddc\uc815\uc744 \uc9c8\ubb38\ud55c\ub2e4\uace0 \uac00\uc815\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uae30\ubcf8 LLM\uc740 \uadf8 \ud68c\uc0ac\uc758 \ucd5c\uc2e0 \uc0ac\ub0b4 \uaddc\uc815\uc744 \uc54c\uc9c0 \ubabb\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>RAG \uc2dc\uc2a4\ud15c\uc744 \uc0ac\uc6a9\ud558\uba74 \uba3c\uc800 \uc0ac\ub0b4 \ubb38\uc11c\uc5d0\uc11c \ud734\uac00\uc640 \uad00\ub828\ub41c \ub0b4\uc6a9\uc744 \uac80\uc0c9\ud558\uace0, \ucc3e\uc544\ub0b8 \uc790\ub8cc\uc640 \uc0ac\uc6a9\uc790\uc758 \uc9c8\ubb38\uc744 \ud568\uaed8 LLM\uc5d0 \uc804\ub2ec\ud569\ub2c8\ub2e4. \uadf8\ub7ec\uba74 LLM\uc740 \uc81c\uacf5\ubc1b\uc740 \uc790\ub8cc\ub97c \ucc38\uace0\ud574 \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uad6c\uc870\uc758 \uc7a5\uc810\uc740 \ud68c\uc0ac\uc758 \uaddc\uc815\uc774 \ubcc0\uacbd\ub420 \ub54c\ub9c8\ub2e4 \uac70\ub300\ud55c \uc5b8\uc5b4\ubaa8\ub378\uc744 \ub2e4\uc2dc \ud559\uc2b5\uc2dc\ud0ac \ud544\uc694\uac00 \uc5c6\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \ubb38\uc11c\ub97c \ucd5c\uc2e0 \uc0c1\ud0dc\ub85c \uad00\ub9ac\ud558\uba74 \uc0c8\ub85c\uc6b4 \uc790\ub8cc\ub97c \uac80\uc0c9\ud574 \ub2f5\ubcc0\uc5d0 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\ub9cc RAG \uc5ed\uc2dc \uc644\ubcbd\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uad00\ub828 \uc5c6\ub294 \uc790\ub8cc\ub97c \uac80\uc0c9\ud558\uac70\ub098 \uc624\ub798\ub41c \ubb38\uc11c\ub97c \uac00\uc838\uc624\uac70\ub098 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc811\uadfc \uad8c\ud55c\uc774 \uc5c6\ub294 \ubb38\uc11c\ub97c \uc798\ubabb \uc81c\uacf5\ud558\uba74 \ub2f5\ubcc0 \ud488\uc9c8\uc774\ub098 \ubcf4\uc548\uc5d0 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 class=\"krs-h3\">\ud30c\uc778\ud29c\ub2dd\uc740 RAG\uc640 \ubb34\uc5c7\uc774 \ub2e4\ub97c\uae4c?<\/h3>\n<p>\ud30c\uc778\ud29c\ub2dd(Fine-tuning)\uc740 \uc774\ubbf8 \ud559\uc2b5\ub41c \ubaa8\ub378\uc5d0 \ud2b9\uc815 \ub370\uc774\ud130\ub97c \ucd94\uac00\ub85c \ud559\uc2b5\uc2dc\ucf1c \ubaa8\ub378\uc758 \uc751\ub2f5 \ubc29\uc2dd\uc774\ub098 \ud2b9\uc815 \uc791\uc5c5 \uc218\ud589 \ub2a5\ub825\uc744 \uc870\uc815\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4 \uc77c\uc815\ud55c \uace0\uac1d \uc0c1\ub2f4 \ub9d0\ud22c\ub97c \uc0ac\uc6a9\ud558\uac8c \ud558\uac70\ub098 \ud2b9\uc815 \ud615\ud0dc\uc758 \uacb0\uacfc\ub97c \ubc18\ubcf5\uc801\uc73c\ub85c \uc0dd\uc131\ud558\ub3c4\ub85d \ub9cc\ub4e4\uace0 \uc2f6\uc744 \ub54c \ud30c\uc778\ud29c\ub2dd\uc744 \uace0\ub824\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc18\ub300\ub85c RAG\ub294 \ubaa8\ub378 \ub0b4\ubd80\uc758 \uc9c0\uc2dd\uc744 \uc9c1\uc811 \ubc14\uafb8\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc9c8\ubb38\ud560 \ub54c \ud544\uc694\ud55c \uc678\ubd80 \uc790\ub8cc\ub97c \ucc3e\uc544 \ubaa8\ub378\uc774 \ucc38\uace0\ud558\ub3c4\ub85d \ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub530\ub77c\uc11c \ud68c\uc0ac \uaddc\uc815\uc774\ub098 \uc81c\ud488 \ub9e4\ub274\uc5bc\ucc98\ub7fc \uacc4\uc18d \ubcc0\uacbd\ub418\ub294 \uc815\ubcf4\ub97c \ub2e4\ub8f0 \ub54c\ub294 RAG\uac00 \uc720\uc6a9\ud560 \uc218 \uc788\uace0, \ucd9c\ub825 \ud615\uc2dd\uc774\ub098 \ud2b9\uc815 \uc791\uc5c5 \uc218\ud589 \ubc29\uc2dd\uc744 \ubcf4\ub2e4 \uc77c\uad00\ub418\uac8c \uc870\uc815\ud558\ub824\uba74 \ud30c\uc778\ud29c\ub2dd\uc744 \uac80\ud1a0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c AI \uc81c\ud488\uc5d0\uc11c\ub294 \ub450 \ubc29\uc2dd\uc744 \ud568\uaed8 \ud65c\uc6a9\ud558\ub294 \uacbd\uc6b0\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 class=\"krs-h2\">\uacf5\uac1c LLM\uc73c\ub85c AI \uc81c\ud488\uc744 \ub9cc\ub4e4 \ub54c\uc758 \uc7a5\uc810\uacfc \ud55c\uacc4<\/h2>\n<p>\uacf5\uac1c LLM\uc744 \ud65c\uc6a9\ud558\ub294 \uac00\uc7a5 \ud070 \uc7a5\uc810\uc740 AI \uac1c\ubc1c\uc758 \ucd9c\ubc1c\uc810\uc744 \ud06c\uac8c \uc55e\ub2f9\uae38 \uc218 \uc788\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc5b8\uc5b4\ubaa8\ub378 \uc790\uccb4\ub97c \ucc98\uc74c\ubd80\ud130 \ud559\uc2b5\ud558\ub294 \ub300\uc2e0 \uc774\ubbf8 \ub9cc\ub4e4\uc5b4\uc9c4 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c \uae30\uc5c5\uc758 \ub370\uc774\ud130\uc640 \uac80\uc0c9 \uc2dc\uc2a4\ud15c, \uc0ac\uc6a9\uc790 \ud654\uba74, \uc5c5\ubb34 \uc790\ub3d9\ud654 \uae30\ub2a5\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 \uc9d1\uc911\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc790\uccb4 \uc11c\ubc84\ub098 \uae30\uc5c5\uc774 \uc120\ud0dd\ud55c \ud074\ub77c\uc6b0\ub4dc \ud658\uacbd\uc5d0\uc11c \ubaa8\ub378\uc744 \uc6b4\uc601\ud55c\ub2e4\uba74 \ub370\uc774\ud130\uac00 \uc774\ub3d9\ud558\ub294 \ubc94\uc704\uc640 \uc811\uadfc \uad8c\ud55c\uc744 \uc870\uc9c1\uc758 \uc815\ucc45\uc5d0 \ub9de\ucdb0 \uc124\uacc4\ud560 \uc218 \uc788\ub2e4\ub294 \uc7a5\uc810\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud558\uc9c0\ub9cc \uacf5\uac1c LLM\uc744 \uc0ac\uc6a9\ud55c\ub2e4\uace0 \ud574\uc11c \ubaa8\ub4e0 \ubb38\uc81c\uac00 \ud574\uacb0\ub418\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uae30\ubc18 \ubaa8\ub378 \uc790\uccb4\uc758 \uc131\ub2a5 \ud55c\uacc4\ub97c \ubb3c\ub824\ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc0ac\uc2e4\uacfc \ub2e4\ub978 \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud558\ub294 \ud658\uac01 \ubb38\uc81c\uac00 \uc874\uc7ac\ud569\ub2c8\ub2e4.<\/li>\n<li>\ubaa8\ub378\uc774 \ucd5c\uc2e0 \uc815\ubcf4\ub97c \uc790\ub3d9\uc73c\ub85c \uc54c\uace0 \uc788\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4.<\/li>\n<li>\ud55c\uad6d\uc5b4\ub098 \ud2b9\uc815 \uc804\ubb38 \ubd84\uc57c\uc5d0\uc11c \uae30\ub300\ud55c \uc131\ub2a5\uc774 \ub098\uc624\uc9c0 \uc54a\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ud070 \ubaa8\ub378\uc740 GPU \uba54\ubaa8\ub9ac\uc640 \ucd94\ub860 \ube44\uc6a9 \ubd80\ub2f4\uc774 \ucee4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ub77c\uc774\uc120\uc2a4 \uc870\uac74\uc5d0 \ub530\ub77c \uc0c1\uc5c5\uc801 \uc774\uc6a9\uc5d0 \uc81c\ud55c\uc774 \uc788\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\ubcf4\uc548, \uac1c\uc778\uc815\ubcf4, \uad8c\ud55c\uad00\ub9ac\uc640 \uc7a5\uc560 \ub300\uc751\uc744 \uc9c1\uc811 \uc124\uacc4\ud574\uc57c \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n<div class=\"krs-box-orange\"><strong>\uc8fc\uc758\ud558\uc138\uc694<\/strong><br \/>\n\uc88b\uc740 LLM \ud558\ub098\ub97c \uac00\uc838\uc654\ub2e4\uace0 \uc88b\uc740 AI \uc81c\ud488\uc774 \uc790\ub3d9\uc73c\ub85c \ub9cc\ub4e4\uc5b4\uc9c0\ub294 \uac83\uc740 \uc544\ub2d9\ub2c8\ub2e4. \uc2e4\uc81c \ud488\uc9c8\uc740 \ubaa8\ub378 \uc120\ud0dd\ubfd0 \uc544\ub2c8\ub77c \ub370\uc774\ud130 \ud488\uc9c8, RAG \uac80\uc0c9 \uc815\ud655\ub3c4, \ud504\ub86c\ud504\ud2b8, \ubcf4\uc548, \uc0ac\uc6a9\uc790 \uad8c\ud55c, \ub2f5\ubcc0 \uac80\uc99d, \ub85c\uadf8 \uad00\ub9ac\uc640 \uae30\uc874 \uc5c5\ubb34 \uc2dc\uc2a4\ud15c\uc758 \uc5f0\ub3d9\uc5d0 \uc758\ud574 \ud06c\uac8c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/div>\n<h2 class=\"krs-h2\">\uc0c1\uc6a9 AI \uc11c\ube44\uc2a4\ub97c \uc4f0\ub294 \uac83\uacfc \uc790\uccb4 AI\ub97c \uac1c\ubc1c\ud558\ub294 \uac83\uc758 \ucc28\uc774<\/h2>\n<p>ChatGPT \uac19\uc740 \uc0c1\uc6a9 AI \uc11c\ube44\uc2a4\ub294 \uc774\ubbf8 \ub9cc\ub4e4\uc5b4\uc9c4 AI \ud658\uacbd\uc744 \uc0ac\uc6a9\uc790\uac00 \uc774\uc6a9\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4. \ubaa8\ub378 \uc6b4\uc601, \uc11c\ubc84 \uad00\ub9ac, \uc5c5\ub370\uc774\ud2b8\uc640 \uc5ec\ub7ec \uc548\uc804\uc7a5\uce58\uc758 \uc0c1\ub2f9 \ubd80\ubd84\uc744 \uc11c\ube44\uc2a4 \uc81c\uacf5\uc790\uac00 \ub2f4\ub2f9\ud558\uae30 \ub54c\ubb38\uc5d0 \uc0ac\uc6a9\uc790\ub294 \ube44\uad50\uc801 \uc27d\uac8c AI\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubb34\ub8cc \ubc84\uc804\uacfc \uc720\ub8cc \ubc84\uc804\uc758 \ucc28\uc774\ub3c4 \ub2e8\uc21c\ud788 \uc9c8\ubb38 \ud69f\uc218\ub9cc\uc758 \ubb38\uc81c\ub77c\uace0 \ubcfc \uc218\ub294 \uc5c6\uc2b5\ub2c8\ub2e4. \uc11c\ube44\uc2a4\uc5d0 \ub530\ub77c \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ubaa8\ub378, \ucc98\ub9ac\ub7c9, \uc751\ub2f5 \uc18d\ub3c4, \ud30c\uc77c\u00b7\uc774\ubbf8\uc9c0\u00b7\uc6f9 \ub4f1\uc758 \uae30\ub2a5, \uc0ac\uc6a9 \uc81c\ud55c\uacfc \uc81c\uacf5 \ub3c4\uad6c\uac00 \ub2ec\ub77c\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc18\uba74 \uacf5\uac1c LLM\uc744 \uae30\ubc18\uc73c\ub85c \uc790\uccb4 AI \uc81c\ud488\uc744 \uac1c\ubc1c\ud55c\ub2e4\uba74 \ubaa8\ub378 \uc120\ud0dd\ubd80\ud130 \uc11c\ubc84 \ub610\ub294 \ud074\ub77c\uc6b0\ub4dc \uc778\ud504\ub77c, \ub370\uc774\ud130 \uc5f0\uacb0, \uac80\uc0c9 \uc2dc\uc2a4\ud15c, \ud504\ub86c\ud504\ud2b8, \uc0ac\uc6a9\uc790 \uad8c\ud55c, \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638, \ub2f5\ubcc0 \ud488\uc9c8 \ud3c9\uac00\uc640 \uc720\uc9c0\ubcf4\uc218\uae4c\uc9c0 \uac1c\ubc1c \uc870\uc9c1\uc774 \ucc45\uc784\uc838\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<div class=\"krs-table-wrap\">\n<table class=\"krs-table\">\n<tbody>\n<tr>\n<th>\uc0c1\uc6a9 AI \uc11c\ube44\uc2a4<\/th>\n<td>\ube60\ub978 \ub3c4\uc785, \ub0ae\uc740 \ucd08\uae30 \uac1c\ubc1c \ubd80\ub2f4, \uc81c\uacf5\uc5c5\uccb4\uac00 \ubaa8\ub378\uacfc \uc778\ud504\ub77c \uc6b4\uc601\uc758 \uc0c1\ub2f9 \ubd80\ubd84 \ub2f4\ub2f9<\/td>\n<\/tr>\n<tr>\n<th>\uacf5\uac1c LLM \ud65c\uc6a9<\/th>\n<td>\ubaa8\ub378\uacfc \uc2e4\ud589 \ud658\uacbd\uc744 \uc9c1\uc811 \uc120\ud0dd\ud560 \uc218 \uc788\uc9c0\ub9cc \uc778\ud504\ub77c\uc640 \uc6b4\uc601 \uad00\ub9ac \ud544\uc694<\/td>\n<\/tr>\n<tr>\n<th>\uc790\uccb4 AI \uc81c\ud488<\/th>\n<td>\ub192\uc740 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\uacfc \ub0b4\ubd80 \uc2dc\uc2a4\ud15c \uc5f0\ub3d9\uc774 \uac00\ub2a5\ud558\uc9c0\ub9cc \ubcf4\uc548\u00b7\uc6b4\uc601\u00b7\ud488\uc9c8 \uad00\ub9ac \ucc45\uc784 \uc99d\uac00<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2 class=\"krs-h2\">\uae30\uc5c5\uc774 LLM \uae30\ubc18 \uc81c\ud488\uc744 \uac1c\ubc1c\ud560 \ub54c\uc758 \ud604\uc2e4\uc801\uc778 \uc21c\uc11c<\/h2>\n<p>\uae30\uc5c5\uc5d0\uc11c AI\ub97c \uac1c\ubc1c\ud560 \ub54c \ucc98\uc74c\ubd80\ud130 \uac00\uc7a5 \ud06c\uace0 \uc720\uba85\ud55c \ubaa8\ub378\uc744 \uace0\ub974\ub294 \uac83\uc774 \ubc18\ub4dc\uc2dc \uc88b\uc740 \uc811\uadfc\uc740 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n<p>\uba3c\uc800 AI\uac00 \ud574\uacb0\ud574\uc57c \ud560 \uc5c5\ubb34\ub97c \uad6c\uccb4\uc801\uc73c\ub85c \uc815\uc758\ud574\uc57c \ud569\ub2c8\ub2e4. \uc5b4\ub5a4 \uc9c8\ubb38\uc744 \ucc98\ub9ac\ud574\uc57c \ud558\ub294\uc9c0, \ud544\uc694\ud55c \uc815\ud655\ub3c4\ub294 \uc5b4\ub290 \uc815\ub3c4\uc778\uc9c0, \ucd5c\uc2e0 \uc815\ubcf4\uac00 \uc5bc\ub9c8\ub098 \uc911\uc694\ud55c\uc9c0, \uac1c\uc778\uc815\ubcf4\ub098 \uae30\uc5c5 \uae30\ubc00\uc744 \ub2e4\ub8e8\ub294\uc9c0, \uc608\uc0c1 \uc0ac\uc6a9\ub7c9\uc740 \uc5b4\ub290 \uc815\ub3c4\uc778\uc9c0\ub97c \uba3c\uc800 \ud30c\uc545\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<ol>\n<li>AI\uac00 \ud574\uacb0\ud574\uc57c \ud560 \uc5c5\ubb34\uc640 \uc131\uacf5 \uae30\uc900\uc744 \uc815\ud569\ub2c8\ub2e4.<\/li>\n<li>\uba87 \uac00\uc9c0 \ud6c4\ubcf4 \ubaa8\ub378\uc744 \uc2e4\uc81c \uc5c5\ubb34 \ub370\uc774\ud130\ub85c \ube44\uad50\ud569\ub2c8\ub2e4.<\/li>\n<li>\ud504\ub86c\ud504\ud2b8\ub9cc\uc73c\ub85c \ud574\uacb0 \uac00\ub2a5\ud55c\uc9c0 \ud310\ub2e8\ud569\ub2c8\ub2e4.<\/li>\n<li>\ub0b4\ubd80 \uc790\ub8cc\uac00 \ud544\uc694\ud558\ub2e4\uba74 RAG\ub97c \uac80\ud1a0\ud569\ub2c8\ub2e4.<\/li>\n<li>\ud2b9\uc815 \ud589\ub3d9\uc774\ub098 \ucd9c\ub825 \ud615\uc2dd \uc870\uc815\uc774 \ud544\uc694\ud558\uba74 \ud30c\uc778\ud29c\ub2dd\uc744 \uac80\ud1a0\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc0ac\uc6a9\uc790 \uad8c\ud55c\uacfc \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \uc815\ucc45\uc744 \uc124\uacc4\ud569\ub2c8\ub2e4.<\/li>\n<li>\ub2f5\ubcc0\uc758 \uc815\ud655\uc131\uacfc \ud658\uac01 \uc5ec\ubd80\ub97c \ud3c9\uac00\ud560 \uae30\uc900\uc744 \ub9cc\ub4ed\ub2c8\ub2e4.<\/li>\n<li>\uc2e4\uc81c \uc6b4\uc601\ud658\uacbd\uc5d0\uc11c \uc751\ub2f5 \uc18d\ub3c4\uc640 GPU\u00b7\uc11c\ubc84 \ube44\uc6a9\uc744 \uce21\uc815\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc11c\ube44\uc2a4 \uc6b4\uc601 \uc774\ud6c4\uc5d0\ub3c4 \ud488\uc9c8\uacfc \ubcf4\uc548\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \uad00\ub9ac\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n<p>\uacb0\uad6d \uae30\uc5c5\uc6a9 AI\uc758 \uacbd\uc7c1\ub825\uc740 \ub2e8\uc21c\ud788 \uc5b4\ub5a4 LLM\uc744 \uc0ac\uc6a9\ud588\ub290\ub0d0\ub9cc\uc73c\ub85c \uacb0\uc815\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uac19\uc740 \uae30\ubc18 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\ub354\ub77c\ub3c4 \uc5b4\ub5a4 \ub370\uc774\ud130\ub97c \uc5f0\uacb0\ud558\uace0, \uc5b4\ub5a4 \uac80\uc0c9 \uad6c\uc870\ub97c \ub9cc\ub4e4\uace0, \uc5b4\ub5a4 \ubc29\uc2dd\uc73c\ub85c \ub2f5\ubcc0\uc744 \uac80\uc99d\ud558\uace0 \uc2e4\uc81c \uc5c5\ubb34\uc640 \uc5f0\uacb0\ud588\ub290\ub0d0\uc5d0 \ub530\ub77c \uc804\ud600 \ub2e4\ub978 \uc81c\ud488\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2 class=\"krs-h2\">\ub9c8\ubb34\ub9ac: AI\ub97c \uc774\ud574\ud558\ub824\uba74 \ubaa8\ub378\uacfc \uc11c\ube44\uc2a4\ub97c \uad6c\ubd84\ud574\uc11c \ubcf4\uc790<\/h2>\n<p>LLM\uc740 \uc0dd\uc131\ud615 AI\uc758 \uc911\uc694\ud55c \uae30\ubc18 \uae30\uc220\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc6b0\ub9ac\uac00 \uc2e4\uc81c\ub85c \uc0ac\uc6a9\ud558\ub294 AI \uc11c\ube44\uc2a4\ub294 LLM \ud558\ub098\ub9cc\uc73c\ub85c \ub9cc\ub4e4\uc5b4\uc9c0\ub294 \uac83\uc774 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n<p>\ub300\uaddc\ubaa8 LLM\uacfc \uc791\uc740 SLM\uc740 \uac01\uac01 \uc7a5\ub2e8\uc810\uc774 \uc788\uace0, \uacf5\uac1c\ub41c \ubaa8\ub378\uc744 \uc9c1\uc811 \uc774\uc6a9\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ubaa8\ub378\uc744 \ucc98\uc74c\ubd80\ud130 \uac1c\ubc1c\ud558\uc9c0 \uc54a\uace0 \uae30\uc874 \ubaa8\ub378\uc744 \uae30\ubc18\uc73c\ub85c RAG\ub098 \ud30c\uc778\ud29c\ub2dd, \uc790\uccb4 \ub370\uc774\ud130\uc640 \uc5c5\ubb34 \uc2dc\uc2a4\ud15c\uc744 \uacb0\ud569\ud574 AI \uc81c\ud488\uc744 \ub9cc\ub4e4 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub9ac\uace0 \uacf5\uac1c \ubaa8\ub378\uc774\ub77c\uace0 \ud574\uc11c \uc6b4\uc601\ube44\uac00 \ub4e4\uc9c0 \uc54a\ub294 \uac83\ub3c4 \uc544\ub2c8\uba70, \uac00\uc7a5 \ud070 \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud55c\ub2e4\uace0 \ubc18\ub4dc\uc2dc \uac00\uc7a5 \uc88b\uc740 AI \uc11c\ube44\uc2a4\uac00 \ub9cc\ub4e4\uc5b4\uc9c0\ub294 \uac83\ub3c4 \uc544\ub2d9\ub2c8\ub2e4.<\/p>\n<p>AI\ub97c \uc81c\ub300\ub85c \uc774\ud574\ud558\ub824\uba74 \u201c\uc5b4\ub5a4 AI\uac00 \uac00\uc7a5 \ub611\ub611\ud55c\uac00?\u201d\ub9cc \ubcf4\ub294 \uac83\ubcf4\ub2e4 <strong>\ubaa8\ub378\uc740 \uc5b4\ub5a4 \uc5ed\ud560\uc744 \ud558\uace0, \ub370\uc774\ud130\ub294 \uc5b4\ub514\uc5d0\uc11c \uac00\uc838\uc624\uba70, RAG\uc640 \ud30c\uc778\ud29c\ub2dd\uc740 \uc65c \ud544\uc694\ud558\uace0, \uc2e4\uc81c \uc81c\ud488\uc5d0\uc11c\ub294 \ub204\uac00 \ubcf4\uc548\uacfc \uc815\ud655\uc131\uc744 \ucc45\uc784\uc9c0\ub294\uac00<\/strong>\ub97c \ud568\uaed8 \ubcf4\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774 \uc815\ub3c4\ub97c \uc774\ud574\ud558\uace0 \ub098\uba74 \uc6b0\ub9ac\uac00 \ub9e4\uc77c \uc0ac\uc6a9\ud558\ub294 \uc0dd\uc131\ud615 AI\ubfd0 \uc544\ub2c8\ub77c \uae30\uc5c5\ub4e4\uc774 \ub0b4\ub193\ub294 \ub2e4\uc591\ud55c AI \uc81c\ud488\ub3c4 \uc774\uc804\ubcf4\ub2e4 \ud6e8\uc52c \uad6c\uccb4\uc801\uc73c\ub85c \ubc14\ub77c\ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>LLM\uc774\ub780 \ubb34\uc5c7\uc77c\uae4c? 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