{"id":856,"date":"2025-11-29T06:40:54","date_gmt":"2025-11-28T21:40:54","guid":{"rendered":"https:\/\/babytipskorea.com\/?p=856"},"modified":"2025-11-22T06:44:53","modified_gmt":"2025-11-21T21:44:53","slug":"llm-%eb%9c%bb%eb%b6%80%ed%84%b0-rag%c2%b7%eb%a9%80%ed%8b%b0%eb%aa%a8%eb%8b%ac%ea%b9%8c%ec%a7%80-ai-%ed%95%b5%ec%8b%ac-%ea%b0%9c%eb%85%90-%ed%95%9c-%eb%b2%88%ec%97%90-%ec%a0%95%eb%a6%ac","status":"publish","type":"post","link":"https:\/\/babytipskorea.com\/?p=856","title":{"rendered":"LLM \ub73b\ubd80\ud130 RAG\u00b7\uba40\ud2f0\ubaa8\ub2ec\uae4c\uc9c0: AI \ud575\uc2ec \uac1c\ub150 \ud55c \ubc88\uc5d0 \uc815\ub9ac"},"content":{"rendered":"\n<p>AI\ub97c \ucc98\uc74c \uc811\ud558\ub294 \uc0ac\ub78c\ub3c4, \uc774\ubbf8 \uc5ec\ub7ec AI \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud574\ubcf8 \uc0ac\ub78c\ub3c4 \u201cLLM\u201d\uc774\ub77c\ub294 \ub2e8\uc5b4\ub294 \ud55c \ubc88\ucbe4 \ub4e4\uc5b4\ubd24\uc744 \uac83\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub9c9\uc0c1 LLM\uc774 \uc815\ud655\ud788 \ubb34\uc5c7\uc778\uc9c0, \uc65c \u2018Large\u2019\ub77c\ub294 \ub2e8\uc5b4\uac00 \ubd99\ub294\uc9c0, \uadf8\ub9ac\uace0 RAG\u00b7\uba40\ud2f0\ubaa8\ub2ec\u00b7\ub85c\uceec LLM \uac19\uc740 \uc6a9\uc5b4\ub4e4\uc774 \uc5b4\ub5a4 \uc758\ubbf8\uc778\uc9c0 \uc81c\ub300\ub85c \uc774\ud574\ud558\uae30\ub294 \uc27d\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc740 \uadf8\ub7f0 \ubd84\ub4e4\uc744 \uc704\ud574 \uc900\ube44\ud55c LLM \uc644\uc804 \ud574\ubd80 \uac00\uc774\ub4dc\uc785\ub2c8\ub2e4. LLM\uc758 \ub73b\uacfc \uc5b4\uc6d0 \uac19\uc740 \uae30\ubcf8 \uac1c\ub150\ubd80\ud130 \uc2e4\uc81c AI \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ubc18\ub4dc\uc2dc \ub4f1\uc7a5\ud558\ub294 Retriever, RAG \uad6c\uc870, \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378, \ub85c\uceec \uc2e4\ud589 \ubc29\uc2dd, \ucd5c\uc2e0 SOTA LLM\uae4c\uc9c0 \ubaa8\ub450 \ud55c \ubc88\uc5d0 \uc815\ub9ac\ud588\uc2b5\ub2c8\ub2e4. \ub2e8\uc21c\ud55c \uac1c\ub150 \uc124\uba85\uc744 \ub118\uc5b4, \uc65c \uc774\ub7f0 \uae30\uc220\ub4e4\uc774 \uc8fc\ubaa9\ubc1b\ub294\uc9c0, \uc5b4\ub5a4 \ud750\ub984\uc73c\ub85c \ubc1c\uc804\ud558\uace0 \uc788\ub294\uc9c0, \uadf8\ub9ac\uace0 \uc55e\uc73c\ub85c \uc6b0\ub9ac\uc758 \uc77c\uc0c1\uacfc \uc5c5\ubb34\uac00 \uc5b4\ub5bb\uac8c \ubcc0\ud654\ud560\uc9c0\uae4c\uc9c0 \uc790\uc5f0\uc2a4\ub7fd\uac8c \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \uad6c\uc131\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. AI \uc2dc\ub300\ub97c \uc81c\ub300\ub85c \uc774\ud574\ud558\uace0 \ud65c\uc6a9\ud558\uace0 \uc2f6\uc740 \ubd84\ub4e4\uc5d0\uac8c \uc774 \uae00\uc740 \uac00\uc7a5 \uc27d\uace0 \ud765\ubbf8\ub85c\uc6b4 \ucd9c\ubc1c\uc810\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">LLM \ub73b\uacfc \uc5b4\uc6d0 \u2014 \uc65c &#8220;Large Language Model&#8221;\uc77c\uae4c?<\/h2>\n\n\n\n<p>LM\uc740 Large Language Model, \uc989 &#8220;\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378&#8221;\uc774\ub77c\ub294 \ub73b\uc744 \uac00\uc9c4 \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378\uc785\ub2c8\ub2e4. \uc774\ub984 \uadf8\ub300\ub85c \u2018\uac70\ub300\ud55c \uc5b8\uc5b4 \ubaa8\ub378\u2019\uc774\ub77c\ub294 \uc758\ubbf8\uc778\ub370, \uc5ec\uae30\uc11c Large(\ub300\uaddc\ubaa8)\ub77c\ub294 \ub2e8\uc5b4\uac00 \ubd99\uc740 \uc774\uc720\uac00 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u201cLarge\u201d\ub294 \uc65c \ubd99\uc5c8\uc744\uae4c?<\/h3>\n\n\n\n<p>\uc6d0\ub798 \uc5b8\uc5b4 \ubaa8\ub378(Language Model)\uc740 \uc624\ub798\uc804\ubd80\ud130 \uc874\uc7ac\ud588\uc2b5\ub2c8\ub2e4. \ubb38\uc7a5\uc758 \ud655\ub960\uc744 \uacc4\uc0b0\ud558\uac70\ub098 \ub2e4\uc74c \ub2e8\uc5b4\ub97c \uc608\uce21\ud558\ub294 \ub2e8\uc21c\ud55c \ubaa8\ub378\ub4e4\ub3c4 \ubaa8\ub450 \uc5b8\uc5b4 \ubaa8\ub378\uc774\uc5c8\uc8e0. \uadf8\ub7ec\ub098 GPT \uacc4\uc5f4 \ubaa8\ub378\ucc98\ub7fc **\uc218\uc2ed\uc5b5~\uc218\ucc9c\uc5b5 \uac1c \ud30c\ub77c\ubbf8\ud130(parameter)**\ub97c \uac00\uc9c4 \ucd08\ub300\ud615 \uc2e0\uacbd\ub9dd\uc774 \ub4f1\uc7a5\ud558\uba74\uc11c \uae30\uc874 \uc5b8\uc5b4 \ubaa8\ub378\uacfc \uad6c\ubd84\ud558\uae30 \uc704\ud574 \uc790\uc5f0\uc2a4\ub7fd\uac8c &#8220;Large Language Model&#8221;\uc774\ub77c\ub294 \ud45c\ud604\uc774 \uc0dd\uaca8\ub0ac\uc2b5\ub2c8\ub2e4. \uc989, \ud559\uc2b5 \ub370\uc774\ud130\ub7c9\ub3c4 \ud06c\uace0, \ud30c\ub77c\ubbf8\ud130 \uc218\ub3c4 \uc5c4\uccad\ub098\uac8c \ud06c\uae30 \ub54c\ubb38\uc5d0 Large(\ub300\uaddc\ubaa8)\ub77c\ub294 \uc774\ub984\uc774 \ubd99\uc740 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">LLM \uc5b4\uc6d0 \uc815\ub9ac<\/h3>\n\n\n\n<p>\ub300\uaddc\ubaa8 \ub370\uc774\ud130\ub85c \ud559\uc2b5\ub41c \ucd08\ub300\ud615 \uc5b8\uc5b4 \uc778\uacf5\uc9c0\ub2a5 \ubaa8\ub378\u201d\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\ub2e8\uc5b4<\/td><td>\uc758\ubbf8<\/td><td>\uc124\uba85<\/td><\/tr><tr><td>Large<\/td><td>\ub300\uaddc\ubaa8<\/td><td>\ubaa8\ub378 \ud06c\uae30, \ub370\uc774\ud130 \ud06c\uae30, \ud30c\ub77c\ubbf8\ud130 \uaddc\ubaa8\uac00 \ub9e4\uc6b0 \ud06c\ub2e4\ub294 \ub73b<\/td><\/tr><tr><td>Language<\/td><td>\uc5b8\uc5b4<\/td><td>\ubaa8\ub378\uc774 \ub2e4\ub8e8\ub294 \ub300\uc0c1\uc774 \u201c\uc790\uc5f0\uc5b4\u201d\ub77c\ub294 \uc758\ubbf8<\/td><\/tr><tr><td>Model<\/td><td>\ubaa8\ub378<\/td><td>\ub525\ub7ec\ub2dd \uae30\ubc18\uc758 \ud559\uc2b5\ub41c \uc9c0\ub2a5 \uc2dc\uc2a4\ud15c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">LLM\uacfc \ud568\uaed8 \uc790\uc8fc \ub4f1\uc7a5\ud558\ub294 \ub2e8\uc5b4\ub4e4: \uac1c\ub150\uc744 \ud55c \ubc88\uc5d0 \uc815\ub9ac\ud558\uae30<\/h2>\n\n\n\n<p>LLM\uc744 \uc774\ud574\ud558\ub824\uba74 \uad00\ub828 \uc6a9\uc5b4\ub4e4\uc744 \ud568\uaed8 \uc54c\uc544\uc57c \uc804\uccb4 \uadf8\ub9bc\uc774 \uc644\uc131\ub429\ub2c8\ub2e4. \ud2b9\ud788 \ucd5c\uadfc\uc5d0\ub294 RAG, \ub85c\uceec LLM, \uba40\ud2f0\ubaa8\ub2ec, \uc624\ud508\uc18c\uc2a4, SOTA \uac19\uc740 \uac1c\ub150\uc774 \ud544\uc218\ub85c \ub4f1\uc7a5\ud569\ub2c8\ub2e4. \uc544\ub798 \ud45c\uc5d0 \ud575\uc2ec \uc124\uba85\uc744 \uba3c\uc800 \ub2f4\uace0 \uc774\ud6c4 \uac01 \uac1c\ub150\uc744 \uc790\uc138\ud788 \ud480\uc5b4\uc11c \uc124\uba85\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\uc6a9\uc5b4<\/td><td>\ub73b<\/td><td>\uc124\uba85<\/td><\/tr><tr><td>AI LLM<\/td><td>\uc778\uacf5\uc9c0\ub2a5 \uae30\ubc18 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378<\/td><td>ChatGPT \uac19\uc740 \ubaa8\ub378 \uc804\ubc18\uc744 \uc758\ubbf8<\/td><\/tr><tr><td>Retriever \/ Retrieval<\/td><td>\uac80\uc0c9\uae30(\uac80\uc0c9 \ub2e8\uacc4)<\/td><td>\uc678\ubd80 \ub370\uc774\ud130\uc5d0\uc11c \ud544\uc694\ud55c \uc815\ubcf4\ub97c \ucc3e\uc544 LLM\uc5d0 \uc81c\uacf5<\/td><\/tr><tr><td>RAG<\/td><td>Retrieval-Augmented Generation<\/td><td>\uac80\uc0c9 + \uc0dd\uc131 \uacb0\ud569 \ubc29\uc2dd<\/td><\/tr><tr><td>\ub85c\uceec LLM(Local LLM)<\/td><td>\uac1c\uc778 PC\uc5d0\uc11c \uc9c1\uc811 \ub3cc\ub9ac\ub294 LLM<\/td><td>\ud504\ub77c\uc774\ubc84\uc2dc \uac15\ud654\u00b7\ube44\uc6a9 \uc808\uac10 \uac00\ub2a5<\/td><\/tr><tr><td>\uba40\ud2f0\ubaa8\ub2ec LLM<\/td><td>\ud14d\uc2a4\ud2b8+\uc774\ubbf8\uc9c0+\uc74c\uc131 \ub4f1 \uc5ec\ub7ec \ubaa8\ub2ec \ucc98\ub9ac<\/td><td>GPT-4o, Gemini, Claude 3.5 \ub4f1<\/td><\/tr><tr><td>\uc624\ud508\uc18c\uc2a4 LLM<\/td><td>\uacf5\uac1c\ub41c \ubaa8\ub378<\/td><td>Llama, Mistral, Qwen \ub4f1<\/td><\/tr><tr><td>SOTA LLM<\/td><td>\ucd5c\ucca8\ub2e8(\ucd5c\uace0 \uc218\uc900) LLM<\/td><td>State-of-the-Art\uc758 \uc904\uc784\ub9d0<\/td><\/tr><tr><td>\ub85c\uc2a4\ucfe8 LLM(\ubc95\ud559 LLM)<\/td><td>Master of Laws<\/td><td>AI LLM\uacfc \uc804\ud600 \ub2e4\ub978 \uc758\ubbf8(\ubc95\ud559 \uc11d\uc0ac)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\ud575\uc2ec \uac1c\ub150 \uc0c1\uc138 \uc124\uba85<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">AI LLM \ub73b \u2014 ChatGPT \uac19\uc740 \ubaa8\ub378\uc744 \ucd1d\uce6d\ud558\ub294 \ub9d0<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"860\" height=\"512\" src=\"https:\/\/babytipskorea.com\/wp-content\/uploads\/2025\/11\/image-2.png\" alt=\"\" class=\"wp-image-858\" srcset=\"https:\/\/babytipskorea.com\/wp-content\/uploads\/2025\/11\/image-2.png 860w, https:\/\/babytipskorea.com\/wp-content\/uploads\/2025\/11\/image-2-300x179.png 300w, https:\/\/babytipskorea.com\/wp-content\/uploads\/2025\/11\/image-2-768x457.png 768w\" sizes=\"(max-width: 860px) 100vw, 860px\" \/><\/figure>\n\n\n\n<p>(\uc0ac\uc9c4\ucd9c\ucc98: brunch.co.kr)<\/p>\n\n\n\n<p>AI LLM\uc740 \ub9d0 \uadf8\ub300\ub85c AI\ub85c \ub9cc\ub4e0 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. ChatGPT, Claude, Gemini, Llama, Mistral \ub4f1 \ud14d\uc2a4\ud2b8\ub85c \ub300\ud654\ud558\uace0 \ubd84\uc11d\ud558\ub294 \ub300\ubd80\ubd84\uc758 \uc0dd\uc131\ud615 AI \ubaa8\ub378\uc744 \ud1b5\ud2c0\uc5b4 \u201cAI LLM\u201d\uc774\ub77c\uace0 \ubd80\ub985\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ud2b9\uc9d5<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc5b8\uc5b4 \uc0dd\uc131 \ub2a5\ub825\uc774 \uac15\ub825\ud568<\/li>\n\n\n\n<li>\ubb38\ub9e5 \ucd94\ub860 \ub2a5\ub825 \ubcf4\uc720<\/li>\n\n\n\n<li>\ub2e4\uc591\ud55c \uc791\uc5c5(\uc694\uc57d, \ubc88\uc5ed, \uae00\uc4f0\uae30, \ubd84\uc11d, \uc9c8\uc758\uc751\ub2f5)\uc5d0 \ud65c\uc6a9<\/li>\n\n\n\n<li>\uba40\ud2f0\ubaa8\ub2ec \uae30\ub2a5\uc774 \ud655\uc7a5\ub418\uba74 \uc774\ubbf8\uc9c0\u00b7\uc74c\uc131\uae4c\uc9c0 \ucc98\ub9ac \uac00\ub2a5<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Retriever LLM \ub73b \u2014 \uac80\uc0c9\uc744 \ud1b5\ud55c \u2018\uc815\ud655\ub3c4 \ubcf4\uc644 \uc7a5\uce58\u2019<\/h3>\n\n\n\n<p>LLM\uc740 \ud559\uc2b5\ub41c \uc815\ubcf4\ub85c \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud558\uae30 \ub54c\ubb38\uc5d0 \ucd5c\uc2e0 \uc815\ubcf4\ub098 \ud30c\uc77c\u00b7\ubb38\uc11c \uc18d \uad6c\uccb4\uc801\uc778 \ub0b4\uc6a9\uc744 \uc9c1\uc811 \uc54c\uc9c0 \ubabb\ud569\ub2c8\ub2e4. \uadf8\ub798\uc11c \ub4f1\uc7a5\ud55c \uac1c\ub150\uc774 Retriever(\ub9ac\ud2b8\ub9ac\ubc84)\uc785\ub2c8\ub2e4. Retriever\ub294 \uc27d\uac8c \ub9d0\ud558\uba74 \u201cLLM\uc5d0\uac8c \ud544\uc694\ud55c \uc815\ubcf4\ub97c \uc9c1\uc811 \uac00\uc838\ub2e4\uc8fc\ub294 \uac80\uc0c9 \ub3c4\uc6b0\ubbf8\u201d\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>LLM: \uc0dd\uc131 \ub2f4\ub2f9<\/li>\n\n\n\n<li>Retriever: \uc678\ubd80 \uc815\ubcf4 \uac80\uc0c9 \ub2f4\ub2f9<\/li>\n<\/ul>\n\n\n\n<p>\uc774 \ub458\uc774 \ud569\uccd0\uc9c0\uba74 \ud6e8\uc52c \uc815\ud655\ud558\uace0 \ub9e5\ub77d \uc788\ub294 \ub2f5\ubcc0\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">RAG \ub73b \u2014 Retrieval-Augmented Generation<\/h3>\n\n\n\n<p>RAG\ub294 LLM \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \ub9ce\uc774 \ub4f1\uc7a5\ud558\ub294 \uc6a9\uc5b4 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \uac80\uc0c9(Retrieval) + \uc0dd\uc131(Generation)\uc744 \uacb0\ud569\ud55c \uae30\uc220\uc774\uc8e0.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>RAG\uc758 \uae30\ubcf8 \uc6d0\ub9ac : \uc0ac\uc6a9\uc790\uac00 \uc9c8\ubb38\ud558\uace0 Retriever\uac00 \uc678\ubd80 \ubb38\uc11c\uc5d0\uc11c \uad00\ub828 \uc815\ubcf4 \uac80\uc0c9, LLM\uc774 \uac80\uc0c9 \uacb0\uacfc\ub97c \uae30\ubc18\uc73c\ub85c \ub2f5\ubcc0 \uc0dd\uc131\ud569\ub2c8\ub2e4.\u00a0<\/li>\n\n\n\n<li>RAG LLM \uc7a5\uc810 : \ucd5c\uc2e0 \uc815\ubcf4 \ubc18\uc601 \uac00\ub2a5, \uae30\uc5c5 \ubb38\uc11c\ub098 \ub0b4\ubd80 DB\uc758 \ub0b4\uc6a9\ub3c4 \uac80\uc0c9 \uac00\ub2a5, \ud658\uac01(Hallucination) \uac10\uc18c, \uc815\ud655\uc131\uacfc \uc2e0\ub8b0\uc131\uc774 \ud06c\uac8c \ud5a5\uc0c1\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>\uae30\uc5c5\ub4e4\uc774 \uc790\uccb4 LLM \uc2dc\uc2a4\ud15c\uc744 \ub9cc\ub4dc\ub294 \uc774\uc720\uc758 80%\uac00 RAG \ub54c\ubb38\uc774\ub77c\uace0 \ub9d0\ud560 \uc815\ub3c4\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\ub85c\uceec LLM \u2014 \ub0b4 \ucef4\ud4e8\ud130\uc5d0\uc11c \ub3cc\uc544\uac00\ub294 \ub098\ub9cc\uc758 AI<\/h3>\n\n\n\n<p>\ub85c\uceec LLM(Local LLM)\uc740 \uc778\ud130\ub137 \uae30\ubc18\uc758 \ud074\ub77c\uc6b0\ub4dc LLM\uacfc \ub2ec\ub9ac \uac1c\uc778\uc758 PC, \ub178\ud2b8\ubd81, \uc11c\ubc84\uc5d0\uc11c \uc9c1\uc811 \uc2e4\ud589\ud558\ub294 LLM\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc608\ub97c\ub4e4\uc5b4 GPT\ub97c \uc4f0\uc9c0 \uc54a\uace0\ub3c4 \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378\uc744 \ub0b4 PC\uc5d0\uc11c \ub3cc\ub9ac\uae30, \uac1c\uc778\uc815\ubcf4\u00b7\ud68c\uc0ac \uc790\ub8cc\ub97c \uc678\ubd80\ub85c \ubcf4\ub0b4\uc9c0 \uc54a\uace0 \ub0b4\ubd80\uc5d0\uc11c\ub9cc \ud65c\uc6a9\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\uc9d5\uc73c\ub85c\ub294 \uc544\ub798\uc640 \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud504\ub77c\uc774\ubc84\uc2dc\uc640 \ubcf4\uc548 \uac15\ud654<\/li>\n\n\n\n<li>\ube44\uc6a9 \uc808\uac10<\/li>\n\n\n\n<li>\uc624\ud504\ub77c\uc778 \ud658\uacbd\uc5d0\uc11c\ub3c4 \uc2e4\ud589 \uac00\ub2a5<\/li>\n\n\n\n<li>\ubaa8\ub378 \ud06c\uae30\uc5d0 \ub530\ub77c \uc131\ub2a5 \ucc28\uc774 \ubc1c\uc0dd<\/li>\n<\/ul>\n\n\n\n<p>\ucd5c\uadfc\uc5d0\ub294 MacBook, \uace0\uc131\ub2a5 PC\uc5d0\uc11c Llama, Mistral, Qwen \ubaa8\ub378\uc744 \ub85c\uceec\ub85c \ub3cc\ub9ac\ub294 \uc0ac\ub840\uac00 \ub298\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uba40\ud2f0\ubaa8\ub2ec LLM \u2014 \ud14d\uc2a4\ud2b8\ub9cc \ubcf4\ub294 \uc2dc\ub300\ub294 \ub05d\ub0ac\ub2e4<\/h3>\n\n\n\n<p>\uba40\ud2f0\ubaa8\ub2ec(Multimodal)\uc740 \uc5ec\ub7ec \uc885\ub958\uc758 \uc785\ub825\uc744 \ub3d9\uc2dc\uc5d0 \uc774\ud574\ud558\ub294 AI\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc608\ub97c\ub4e4\uc5b4 \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0, \uc74c\uc131, \ube44\ub514\uc624, \uc13c\uc11c \ub370\uc774\ud130 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 LLM\uc774 \ud14d\uc2a4\ud2b8 \uc911\uc2ec\uc774\uc5c8\ub2e4\uba74, \uc0c8\ub85c\uc6b4 \ubaa8\ub378\ub4e4\uc740 \ud14d\uc2a4\ud2b8 + \uc774\ubbf8\uc9c0 + \uc74c\uc131\uc744 \ubaa8\ub450 \uc774\ud574\ud569\ub2c8\ub2e4. \ub300\ud45c \uba40\ud2f0\ubaa8\ub2ec LLM\uc740 \uc544\ub798\ub97c \ucc38\uace0\ud574\uc8fc\uc138\uc694.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GPT-4o<\/li>\n\n\n\n<li>Gemini<\/li>\n\n\n\n<li>Claude 3.5 Sonnet<\/li>\n\n\n\n<li>Llama 3.2 Vision<\/li>\n\n\n\n<li>Qwen2-VL<\/li>\n<\/ul>\n\n\n\n<p>\uba40\ud2f0\ubaa8\ub2ec \uae30\ub2a5\uc774 \uac15\ud654\ub418\uba74\uc11c \u201cAI\uc640 \uc9c4\uc9dc\ub85c \ub300\ud654\ud55c\ub2e4\u201d\ub77c\ub294 \uacbd\ud5d8\uc774 \uac00\ub2a5\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\uc624\ud508\uc18c\uc2a4 LLM \u2014 \ub204\uad6c\ub098 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ubaa8\ub378<\/h3>\n\n\n\n<p>\uc624\ud508\uc18c\uc2a4 LLM\uc740 \ubaa8\ub378 \uc790\uccb4\uac00 \uacf5\uac1c\ub418\uc5b4 \ub204\uad6c\ub098 \ud65c\uc6a9\u00b7\uc218\uc815\ud560 \uc218 \uc788\ub294 LLM\uc785\ub2c8\ub2e4. \ub300\ud45c \ubaa8\ub378\ub85c\ub294 Meta Llama \uc2dc\ub9ac\uc988, Mistral, Qwen, Phi, Gemma\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc7a5\uc810\uc73c\ub85c\ub294 \ubb34\ub8cc \ub610\ub294 \ub9e4\uc6b0 \uc800\ub834\ud558\ub2e4\ub294\uac83\uc774\uace0 \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5 \uac00\ub2a5\ud569\ub2c8\ub2e4. \ub610\ud55c \ub85c\uceec \uc2e4\ud589 \uac00\ub2a5\ud558\uace0 \uae30\uc5c5\uc758 \ud504\ub77c\uc774\ube57 \ub370\uc774\ud130\uc640 \uacb0\ud569\ud558\uae30 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">SOTA LLM \ub73b \u2014 \uac00\uc7a5 \uac15\ub825\ud55c \ubaa8\ub378\uc744 \ubd80\ub974\ub294 \ub9d0<\/h3>\n\n\n\n<p>SOTA\ub294 State Of The Art(\ucd5c\ucca8\ub2e8)\uc758 \uc57d\uc790\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c SOTA LLM\uc740 \u201c\ud604\uc874 \ucd5c\uace0 \uc131\ub2a5\uc758 LLM\u201d\uc774\ub77c\ub294 \ub73b\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub9e4\ub2ec \ubc14\ub014 \uc815\ub3c4\ub85c \uacbd\uc7c1\uc774 \uce58\uc5f4\ud558\uba70 \uc608\ub97c \ub4e4\uc5b4 \ud2b9\uc815 \ub2ec\uc5d0\ub294 GPT\uac00 SOTA\uc600\ub2e4\uac00, \ub2e4\uc74c \ub2ec\uc5d0\ub294 Claude\ub098 Gemini\uac00 SOTA\uac00 \ub418\uae30\ub3c4 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">LLM(\ubc95\ud559) \u2014 \ub85c\uc2a4\ucfe8\uc5d0\uc11c \ub9d0\ud558\ub294 LLM\uacfc \uc644\uc804\ud788 \ub2e4\ub984!<\/h2>\n\n\n\n<p>LLM\uc740 AI \ubd84\uc57c\uc758 \uc57d\uc790\uc774\uae30\ub3c4 \ud558\uc9c0\ub9cc, \ubc95\ud559 \ubd84\uc57c\uc5d0\uc11c\ub294 \uc804\ud600 \ub2e4\ub978 \uc758\ubbf8\ub85c \uc4f0\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubc95\ud559 LLM Master of Laws(\ubc95\ud559 \uc11d\uc0ac)\uc740&nbsp; \ubbf8\uad6d \ub85c\uc2a4\ucfe8\uc5d0\uc11c 1\ub144 \uacfc\uc815 \uc678\uad6d \ubcc0\ud638\uc0ac\ub4e4\uc774 \ubbf8\uad6d \ubc95\uc744 \uacf5\ubd80\ud558\ub294 \ucf54\uc2a4\ub85c AI \ubd84\uc57c\uc758 LLM\uacfc \uc644\uc804\ud788 \ub2e4\ub978 \uac1c\ub150\uc774\uae30 \ub54c\ubb38\uc5d0 \ubb38\ub9e5\uc5d0 \ub530\ub77c \uad6c\ubcc4\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\ub9c8\ubb34\ub9ac \uae00<\/h2>\n\n\n\n<p>LLM\uc740 \ub2e8\uc21c\ud788 \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud558\ub294 \uae30\uc220\uc744 \ub118\uc5b4\uc11c, \uc774\uc81c\ub294 \uc815\ubcf4\ub97c \uc774\ud574\ud558\uace0 \ubd84\uc11d\ud558\uba70 \uc0ac\ub78c\uacfc \uc790\uc5f0\uc2a4\ub7fd\uac8c \uc18c\ud1b5\ud558\ub294 \uc9c0\ub2a5\ud615 \ud50c\ub7ab\ud3fc\uc73c\ub85c \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc624\ub298\ub0a0 \uc6b0\ub9ac\uac00 \uc790\uc8fc \ub4e3\ub294 RAG, \uba40\ud2f0\ubaa8\ub2ec, \ub85c\uceec LLM, \uc624\ud508\uc18c\uc2a4 \ubaa8\ub378 \uac19\uc740 \uc6a9\uc5b4\ub4e4\uc740 \ub2e8\uc21c\ud55c \uae30\uc220 \ud2b8\ub80c\ub4dc\uac00 \uc544\ub2c8\ub77c, \uc55e\uc73c\ub85c\uc758 AI \ud65c\uc6a9 \ubc29\uc2dd \uc790\uccb4\ub97c \uadfc\ubcf8\uc801\uc73c\ub85c \ubc14\uafd4\ub098\uac08 \uc911\uc694\ud55c \uc694\uc18c\ub4e4\uc785\ub2c8\ub2e4. LLM\uc744 \uc798 \uc774\ud574\ud558\uba74 AI \uc11c\ube44\uc2a4\ub97c \ub2e8\uc21c\ud788 \u2018\uc0ac\uc6a9\ud558\ub294 \uc0ac\ub78c\u2019\uc774 \uc544\ub2c8\ub77c, \uc6d0\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uc9c1\uc811 \u2018\ud65c\uc6a9\ud558\uace0 \uc124\uacc4\ud558\ub294 \uc0ac\ub78c\u2019\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc220\uc774 \uc5b4\ub835\uac8c \ub290\uaef4\uc84c\ub2e4\uba74, \uc774\ubc88 \uae00\uc744 \ud1b5\ud574 \ud575\uc2ec \ud750\ub984\uacfc \uac1c\ub150\uc774 \ub354 \uba85\ud655\ud788 \uc815\ub9ac\ub418\uc5c8\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 LLM\uc740 \ub354 \ub611\ub611\ud574\uc9c0\uace0, \ub354 \ube60\ub974\uac8c \ubc1c\uc804\ud558\uba70, \ub354 \ub9ce\uc740 \uc601\uc5ed\uc744 \uc544\uc6b0\ub974\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. AI\uc758 \uc911\uc2ec\uc5d0 \uc788\ub294 \uae30\uc220\uc744 \uc81c\ub300\ub85c \uc774\ud574\ud55c \uc9c0\uae08, \uc5ec\ub7ec\ubd84\uc758 \uc5c5\ubb34\u00b7\ud559\uc2b5\u00b7\ucc3d\uc791 \ubc29\uc2dd\ub3c4 \uc0c8\ub85c\uc6b4 \uc804\ud658\uc810\uc744 \ub9de\uc774\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\ub97c \ucc98\uc74c \uc811\ud558\ub294 \uc0ac\ub78c\ub3c4, \uc774\ubbf8 \uc5ec\ub7ec AI \ub3c4\uad6c\ub97c \ud65c\uc6a9\ud574\ubcf8 \uc0ac\ub78c\ub3c4 \u201cLLM\u201d\uc774\ub77c\ub294 \ub2e8\uc5b4\ub294 \ud55c \ubc88\ucbe4 \ub4e4\uc5b4\ubd24\uc744 \uac83\uc785\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ub9c9\uc0c1 LLM\uc774 \uc815\ud655\ud788 \ubb34\uc5c7\uc778\uc9c0, \uc65c \u2018Large\u2019\ub77c\ub294 \ub2e8\uc5b4\uac00 \ubd99\ub294\uc9c0, \uadf8\ub9ac\uace0 RAG\u00b7\uba40\ud2f0\ubaa8\ub2ec\u00b7\ub85c\uceec LLM \uac19\uc740 \uc6a9\uc5b4\ub4e4\uc774 \uc5b4\ub5a4 \uc758\ubbf8\uc778\uc9c0 \uc81c\ub300\ub85c \uc774\ud574\ud558\uae30\ub294 \uc27d\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc774 \uae00\uc740 \uadf8\ub7f0 \ubd84\ub4e4\uc744 \uc704\ud574 \uc900\ube44\ud55c LLM \uc644\uc804 \ud574\ubd80 \uac00\uc774\ub4dc\uc785\ub2c8\ub2e4. LLM\uc758 \ub73b\uacfc \uc5b4\uc6d0 \uac19\uc740 \uae30\ubcf8 \uac1c\ub150\ubd80\ud130 \uc2e4\uc81c AI \uc2dc\uc2a4\ud15c\uc5d0\uc11c &#8230; <a title=\"LLM \ub73b\ubd80\ud130 RAG\u00b7\uba40\ud2f0\ubaa8\ub2ec\uae4c\uc9c0: AI \ud575\uc2ec \uac1c\ub150 \ud55c \ubc88\uc5d0 \uc815\ub9ac\" class=\"read-more\" href=\"https:\/\/babytipskorea.com\/?p=856\" aria-label=\"LLM \ub73b\ubd80\ud130 RAG\u00b7\uba40\ud2f0\ubaa8\ub2ec\uae4c\uc9c0: AI \ud575\uc2ec \uac1c\ub150 \ud55c \ubc88\uc5d0 \uc815\ub9ac\uc5d0 \ub300\ud574 \ub354 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694\">\ub354 \uc77d\uae30<\/a><\/p>\n","protected":false},"author":1,"featured_media":857,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_kadence_starter_templates_imported_post":false,"footnotes":""},"categories":[9],"tags":[],"class_list":["post-856","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-9"],"_links":{"self":[{"href":"https:\/\/babytipskorea.com\/index.php?rest_route=\/wp\/v2\/posts\/856","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/babytipskorea.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/babytipskorea.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/babytipskorea.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/babytipskorea.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=856"}],"version-history":[{"count":1,"href":"https:\/\/babytipskorea.com\/index.php?rest_route=\/wp\/v2\/posts\/856\/revisions"}],"predecessor-version":[{"id":859,"href":"https:\/\/babytipskorea.com\/index.php?rest_route=\/wp\/v2\/posts\/856\/revisions\/859"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/babytipskorea.com\/index.php?rest_route=\/wp\/v2\/media\/857"}],"wp:attachment":[{"href":"https:\/\/babytipskorea.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=856"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/babytipskorea.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=856"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/babytipskorea.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=856"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}