{"id":7819,"date":"2024-02-07T18:52:58","date_gmt":"2024-02-07T23:52:58","guid":{"rendered":"http:\/\/skimai.com\/?p=7819"},"modified":"2024-05-29T18:40:35","modified_gmt":"2024-05-29T23:40:35","slug":"%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4%ec%a6%88-ai%ec%9d%98-%ec%95%84%ec%9d%b4%ec%9c%a0-40-%ea%b2%80%ec%83%89-%ec%a6%9d%ea%b0%95-%ec%84%b8%eb%8c%80-%ea%b1%b8%eb%a0%88","status":"publish","type":"post","link":"https:\/\/skimai.com\/ko\/aiyou-40-retrieval-augmented-generation-rag-in-enterprise-ai\/","title":{"rendered":"AI&amp;YOU #40: \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\uc758 \uac80\uc0c9 \uc99d\uac15 \uc138\ub300(RAG)"},"content":{"rendered":"<p><strong><u>\uae08\uc8fc\uc758 \ud1b5\uacc4:<\/u><\/strong><u> 2023\ub144\ubd80\ud130 2030\ub144\uae4c\uc9c0 AI \uc0b0\uc5c5\uc5d0\uc11c \uc5f0\uac04 37.31% \uc131\uc7a5\ub960 \ub2ec\uc131<\/u><\/p>\n\n\n<p>\uc774\ubc88 \uc8fc\uc5d0\ub294 \uac80\uc0c9 \uc99d\uac15 \uc138\ub300(RAG)\uc5d0 \ub300\ud574 \uc0b4\ud3b4\ubcf4\uba70 'ChatGPT\uc640 \uac19\uc740 LLM\uc5d0 \uae30\uc5c5 \ub370\uc774\ud130 \uc5f0\uacb0\ud558\uae30' \uc2dc\ub9ac\uc988\ub97c \uc774\uc5b4\uac11\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub2e4\uc74c\uacfc \uac19\uc740 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc8fc\uc81c\ub97c \uc0b4\ud3b4\ubcfc \uac83\uc785\ub2c8\ub2e4:<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li>\uac80\uc0c9 \uc99d\uac15 \uc138\ub300(RAG)\uc758 \uc774\ud574<\/p><\/li><li><p>\uae30\uc5c5\uc5d0\uc11c RAG\uc758 \ud65c\uc6a9<\/p><\/li><li><p>RAG\uc640 \uc5d4\ud130\ud504\ub77c\uc774\uc988 LLM \ud1b5\ud569\uc758 \uc774\uc810<\/p><\/li>\n<\/ul>\n\n\n<p><strong>\ub610\ud55c 2024\ub144\uc5d0 \uc54c\uc544\uc57c \ud560 \uba87 \uac00\uc9c0 \uc911\uc694\ud55c \uae30\uc5c5 \ubc0f \uc778\ub825 AI \ud1b5\uacc4\uc5d0 \ub300\ud574\uc11c\ub3c4 \uc790\uc138\ud788 \uc54c\uc544\ubcfc \uac83\uc785\ub2c8\ub2e4.<\/strong>\n\n\nSkim AI\ub294 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \ub370\uc774\ud130\uc5d0 \uc5f0\uacb0\ud568\uc73c\ub85c\uc368 \uc5bb\uc744 \uc218 \uc788\ub294 \uc0c1\ub2f9\ud55c \ud22c\uc790 \uc218\uc775\ub960\uc744 \uc798 \uc54c\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc800\ud76c \ud300\uc740 \uae30\uc5c5\uc774 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uace0 \uaddc\ubaa8\ub97c \ub298\ub9ac\uba70 \uc758\uc0ac \uacb0\uc815\uad8c\uc790\uc5d0\uac8c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \uc774\ub7ec\ud55c \uc194\ub8e8\uc158\uc744 \uc804\ubb38\uc801\uc73c\ub85c \uc790\ubb38\ud558\uace0 \uad6c\ucd95\ud569\ub2c8\ub2e4. \ub9de\ucda4\ud615 \uace0\uac1d \uc9c0\uc6d0 \ubc0f FAQ \uc5d0\uc774\uc804\ud2b8, \uc790\uc5f0\uc5b4-SQL \uc5d0\uc774\uc804\ud2b8, \ub9c8\ucf00\ud305 \uc5d0\uc774\uc804\ud2b8, \uc601\uc5c5 \uc9c0\uc6d0 \uc5d0\uc774\uc804\ud2b8 \ub4f1 LLM\uc744 \ud1b5\ud574 \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601\uc744 \uac1c\uc120\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \ub2e4\uc74c \uc5f0\ub77d\ucc98\ub85c \ubb38\uc758\ud558\uc5ec \uc0c1\ub2f4\ud574 \uc8fc\uc138\uc694.\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\ubaa9\ucc28<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\ud1a0\uae00<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/ko\/aiyou-40-retrieval-augmented-generation-rag-in-enterprise-ai\/#AI_YOU_40_Retrieval-Augmented_Generation_RAG_in_Enterprise_AI\" >AI&amp;YOU #40: \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\uc758 \uac80\uc0c9 \uc99d\uac15 \uc138\ub300(RAG)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/skimai.com\/ko\/aiyou-40-retrieval-augmented-generation-rag-in-enterprise-ai\/#Understanding_Retrieval-Augmented_Generation_RAG\" >\uac80\uc0c9 \uc99d\uac15 \uc138\ub300(RAG)\uc758 \uc774\ud574<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/ko\/aiyou-40-retrieval-augmented-generation-rag-in-enterprise-ai\/#Components_of_RAG\" >RAG\uc758 \uad6c\uc131 \uc694\uc18c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/ko\/aiyou-40-retrieval-augmented-generation-rag-in-enterprise-ai\/#Applications_of_RAG_in_Enterprises\" >\uae30\uc5c5\uc5d0\uc11c RAG\uc758 \ud65c\uc6a9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/ko\/aiyou-40-retrieval-augmented-generation-rag-in-enterprise-ai\/#Challenges_and_Considerations_in_Implementing_RAG\" >RAG \uad6c\ud604\uc758 \uacfc\uc81c\uc640 \uace0\ub824 \uc0ac\ud56d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/skimai.com\/ko\/aiyou-40-retrieval-augmented-generation-rag-in-enterprise-ai\/#Future_of_RAG_in_Enterprise_AI\" >\uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\uc5d0\uc11c RAG\uc758 \ubbf8\ub798<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/skimai.com\/ko\/aiyou-40-retrieval-augmented-generation-rag-in-enterprise-ai\/#10_Enterprise_AI_Stats_to_Know_in_2024\" >2024\ub144\uc5d0 \uc54c\uc544\uc57c \ud560 10\uac00\uc9c0 \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \ud1b5\uacc4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/skimai.com\/ko\/aiyou-40-retrieval-augmented-generation-rag-in-enterprise-ai\/#Top_10_Consumer_and_Workforce_AI_Stats_for_2024\" >2024\ub144 \uc18c\ube44\uc790 \ubc0f \uc778\ub825 AI \uc0c1\uc704 10\uac00\uc9c0 \ud1b5\uacc4<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"AI_YOU_40_Retrieval-Augmented_Generation_RAG_in_Enterprise_AI\"><\/span><strong>AI&amp;YOU #40: \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\uc758 \uac80\uc0c9 \uc99d\uac15 \uc138\ub300(RAG)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\uc778\uacf5 \uc9c0\ub2a5\uc758 \uc601\uc5ed, \ud2b9\ud788 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ubc94\uc704 \ub0b4\uc5d0\uc11c \uac80\uc0c9 \uc99d\uac15 \uc138\ub300(RAG)\uc640 \uac19\uc740 \uace0\uae09 \uae30\uc220\uc758 \ud1b5\ud569\uc740 \ud6a8\uc728\uc131\uacfc \uc815\ud655\uc131\uc758 \uc0c8\ub85c\uc6b4 \uc2dc\ub300\ub97c \uc5f4\uc5b4\uac00\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud604\uc7ac \uc9c4\ud589 \uc911\uc778 \uc2dc\ub9ac\uc988\uc758 \uc77c\ud658\uc73c\ub85c <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/%eb%b9%84%ec%a6%88%eb%8b%88%ec%8a%a4-%ec%9e%a0%ec%9e%ac%eb%a0%a5-%ea%b7%b9%eb%8c%80%ed%99%94%ed%95%98%ea%b8%b0-lms%ec%99%80-%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4%ec%a6%88-%eb%8d%b0%ec%9d%b4\/\">\uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130\ub97c \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc5d0 \uc5f0\uacb0\ud558\uae30<\/a>\uc758 \uc5ed\ud560\uacfc \uae30\ub2a5\uc744 \uc774\ud574\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.\n\n\nRAG\ub294 \ud601\uc2e0\uc801\uc778 AI \uae30\uc220\uacfc \uc2e4\uc6a9\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uad50\ucc28\uc810\uc5d0 \uc11c \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 AI \uc2dc\uc2a4\ud15c, \ud2b9\ud788 LLM\uc774 \uc815\ubcf4\ub97c \ucc98\ub9ac, \uac80\uc0c9, \ud65c\uc6a9\ud558\ub294 \ubc29\uc2dd\uc5d0 \uc788\uc5b4 \uc911\uc694\ud55c \uc9c4\ud654\ub97c \uc758\ubbf8\ud569\ub2c8\ub2e4. \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \ub2e4\ub8e8\ub294 \uae30\uc5c5\uc758 \ub9e5\ub77d\uc5d0\uc11c RAG\ub294 \uc9c0\uc2dd \uc9d1\uc57d\uc801\uc778 \uc791\uc5c5\uc744 \ucc98\ub9ac\ud558\ub294 \ud601\uc2e0\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc744 \uc81c\uacf5\ud558\uc5ec \uad00\ub828\uc131 \uc788\ub294 \ucd5c\uc2e0 \uc815\ubcf4\ub97c \uc804\ub2ec\ud569\ub2c8\ub2e4.\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Understanding_Retrieval-Augmented_Generation_RAG\"><\/span><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4%ec%a6%88-ai%ec%97%90%ec%84%9c-%ea%b2%80%ec%83%89-%ec%a6%9d%ea%b0%95-%ec%84%b8%eb%8c%80-%eb%9e%98%ea%b7%b8-%ea%b2%80%ec%83%89\/\">\uac80\uc0c9 \uc99d\uac15 \uc138\ub300(RAG)\uc758 \uc774\ud574<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\nRAG\ub294 \ub3d9\uc801 \uac80\uc0c9 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud569\ud558\uc5ec LLM\uc758 \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \uc815\uad50\ud55c AI \uba54\ucee4\ub2c8\uc998\uc785\ub2c8\ub2e4. \uc774 \uc2dc\uc2a4\ud15c\uc744 \ud1b5\ud574 LLM\uc740 \uc678\ubd80\uc758 \ucd5c\uc2e0 \ub370\uc774\ud130 \uc18c\uc2a4\uc5d0 \uc561\uc138\uc2a4\ud558\uace0 \ud65c\uc6a9\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ub354 \ub113\uc740 \ubc94\uc704\uc758 \uc815\ubcf4\ub85c \uc751\ub2f5\uc744 \uac15\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n\n\nRAG\uc758 \ud575\uc2ec\uc740 \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uad00\ub828 \uc815\ubcf4\ub97c \uac80\uc0c9\ud558\uace0 \uac80\uc0c9\ub41c \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubb38\ub9e5\uc801\uc73c\ub85c \uac15\ud654\ub41c \uc751\ub2f5\uc744 \uc0dd\uc131\ud558\ub294 \ub450 \uac00\uc9c0 \uc8fc\uc694 \ud504\ub85c\uc138\uc2a4\ub97c \uacb0\ud569\ud55c \uac83\uc785\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 \uba3c\uc800 \ubca1\ud130 \uacf5\uac04\uc73c\ub85c \uac1c\ub150\ud654\ub41c \uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ub0b4\uc5d0\uc11c \uc2dc\ub9e8\ud2f1 \uac80\uc0c9\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc774 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ud14d\uc2a4\ud2b8 \ubc0f \uae30\ud0c0 \ud615\ud0dc\uc758 \uc815\ubcf4\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc758 \uc22b\uc790 \ud45c\ud604\uc744 \uccb4\uacc4\uc801\uc73c\ub85c \ubaa8\uc740 \uac83\uc785\ub2c8\ub2e4. \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uac83\ub4e4\uc774 \uc788\uc2b5\ub2c8\ub2e4: <strong>\ud06c\ub85c\ub9c8, \uc194\ubc29\uc6b8, \uc704\uc544\ubca0\uc774\ud2b8, \ud30c\uc774\uc2a4,<\/strong> \ubc0f <strong>Qdrant.<\/strong>\n\n\nRAG\ub294 \ucffc\ub9ac\ub97c \ubc1b\uc73c\uba74 \uace0\uae09 \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud574 \uc774 \ubca1\ud130 \uacf5\uac04\uc744 \ud0d0\uc0c9\ud558\uace0 \ucffc\ub9ac\uc640 \uac00\uc7a5 \uad00\ub828\uc131\uc774 \ub192\uc740 \ub370\uc774\ud130\ub97c \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uac80\uc0c9 \uba54\ucee4\ub2c8\uc998\uc740 \ucffc\ub9ac\uc640 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ucf58\ud150\uce20 \uac04\uc758 \uc758\ubbf8 \uad00\uacc4\ub97c \uc774\ud574\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \uc120\ud0dd\ub41c \ub370\uc774\ud130\uac00 \ucffc\ub9ac\uc758 \uc758\ub3c4\uc640 \ub9e5\ub77d\uc5d0 \ub9de\uac8c \uc815\ub82c\ub418\ub3c4\ub85d \ubcf4\uc7a5\ud569\ub2c8\ub2e4.\n\n\n<figure>\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/02\/91e430f7-d9ce-4a16-b995-a1a9eec7603a.png\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Components_of_RAG\"><\/span>RAG\uc758 \uad6c\uc131 \uc694\uc18c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\nRAG\uc758 \uc791\ub3d9\uc740 \ub450 \uac00\uc9c0 \uc8fc\uc694 \uad6c\uc131 \uc694\uc18c\ub97c \ud1b5\ud574 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\uac80\uc0c9 \uba54\ucee4\ub2c8\uc998<\/strong>: \uc774 \uad6c\uc131 \uc694\uc18c\ub294 RAG \ud504\ub85c\uc138\uc2a4\uc758 \ucd08\uae30 \ub2e8\uacc4\ub97c \ub2f4\ub2f9\ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \uc785\ub825 \ucffc\ub9ac\uc640 \uc758\ubbf8\uc801\uc73c\ub85c \uc5f0\uad00\uc131\uc774 \uc788\ub294 \ub370\uc774\ud130\ub97c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uac80\uc0c9\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc815\uad50\ud55c \uc54c\uace0\ub9ac\uc998\uc774 \ucffc\ub9ac\uc640 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ucf58\ud150\uce20 \uac04\uc758 \uad00\uacc4\ub97c \ubd84\uc11d\ud558\uc5ec \uc751\ub2f5 \uc0dd\uc131\uc744 \uc704\ud55c \uac00\uc7a5 \uc801\uc808\ud55c \uc815\ubcf4\uc640 \uc815\ud655\ud55c \ub2f5\ubcc0\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p><\/li><li><p><strong>\uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)<\/strong>: \ub450 \ubc88\uc9f8 \ub2e8\uacc4\uc5d0\uc11c\ub294 LLM\uc774 \uac80\uc0c9\ub41c \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 NLP\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774 \ubaa8\ub378\uc740 NLP \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \uac80\uc0c9\ub41c \uc815\ubcf4\ub97c \uc751\ub2f5\uc5d0 \ud1b5\ud569\ud569\ub2c8\ub2e4. \uc774 \ub2e8\uacc4\ub294 \uacb0\uacfc\ubb3c\uc774 \uc0ac\uc2e4\uc801\uc73c\ub85c \uc815\ud655\ud560 \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc5b8\uc5b4\uc801\uc73c\ub85c \uc77c\uad00\ub418\uace0 \ubb38\ub9e5\uc5d0 \uc801\ud569\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud558\uae30 \ub54c\ubb38\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p><\/li>\n<\/ol>\n\n\n<p>\uc774\ub7ec\ud55c \uad6c\uc131 \uc694\uc18c\ub97c \ud1b5\ud574 \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131\uc740 \ud2b9\ud788 \uad00\ub828 \uc815\ubcf4\ub97c \uac80\uc0c9\ud574\uc57c \ud558\ub294 \uc791\uc5c5\uc5d0\uc11c LLM\uc758 \uae30\ub2a5\uc744 \ud06c\uac8c \uc99d\ud3ed\uc2dc\ud0b5\ub2c8\ub2e4. \uac80\uc0c9\uacfc \uc0dd\uc131 \ud504\ub85c\uc138\uc2a4\uc758 \uc774\ub7ec\ud55c \uc870\ud569\uc744 \ud1b5\ud574 LLM\uc740 \ubcf4\ub2e4 \ud3ec\uad04\uc801\uc774\uace0 \ud604\uc7ac \uc9c0\uc2dd \uc0c1\ud0dc\uc5d0 \ubd80\ud569\ud558\ub294 \uc751\ub2f5\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uc2e0\uc18d\ud558\uace0 \uc815\ud655\ud55c \uc815\ubcf4\uac00 \uc911\uc694\ud55c \ub2e4\uc591\ud55c \uae30\uc5c5 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ub3c4\uad6c\uac00 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n\n\n<figure>\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/02\/2b96c2dc-c769-4c79-acd6-b0abfb4ca5ef.png\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Applications_of_RAG_in_Enterprises\"><\/span><strong>\uae30\uc5c5\uc5d0\uc11c RAG\uc758 \ud65c\uc6a9<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\nRAG\ub294 \uae30\uc5c5 \ud658\uacbd, \ud2b9\ud788 \uc2dc\ub9e8\ud2f1 \uac80\uc0c9, \uc815\ubcf4 \uac80\uc0c9, \uace0\uac1d \uc11c\ube44\uc2a4 \ubc0f \ucf58\ud150\uce20 \uc81c\uc791 \uc601\uc5ed\uc5d0\uc11c \ub2e4\uc591\ud55c \uc2e4\uc6a9\uc801\uc778 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \ub370\uc774\ud130\uc5d0 \ub3d9\uc801\uc73c\ub85c \uc561\uc138\uc2a4\ud558\uace0 \ud65c\uc6a9\ud560 \uc218 \uc788\uc5b4 \ub2e4\uc591\ud55c \uc6b4\uc601\uc744 \ucd5c\uc801\ud654\ud558\uace0\uc790 \ud558\ub294 \uae30\uc5c5\uc5d0\uac8c \ub9e4\uc6b0 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4.\n\n\n<strong>\uc2dc\ub9e8\ud2f1 \uac80\uc0c9 \ubc0f \ud6a8\uc728\uc801\uc778 \uc815\ubcf4 \uac80\uc0c9<\/strong>\n\n\nRAG\ub294 \uae30\uc5c5\uc744 \uc704\ud55c \uc2dc\ub9e8\ud2f1 \uac80\uc0c9\uc744 \uac15\ud654\ud558\uc5ec \ub300\ub7c9\uc758 \ub370\uc774\ud130\uc5d0\uc11c \ubb38\ub9e5\uc5d0 \ub9de\ub294 \uacb0\uacfc\ub97c \uc81c\uacf5\ud558\ubbc0\ub85c \uc815\ud655\ud55c \uc815\ubcf4\ub97c \uc2e0\uc18d\ud558\uac8c \ud544\uc694\ub85c \ud558\ub294 \uae30\uc5c5\uc5d0 \uc774\uc0c1\uc801\uc785\ub2c8\ub2e4.\n\n\n<strong>\uace0\uac1d \uc11c\ube44\uc2a4 \ud5a5\uc0c1<\/strong>\n\n\nRAG\ub294 \uc8fc\ubb38 \uc0c1\ud0dc\ub098 \uad6c\ub9e4 \ub0b4\uc5ed\uc744 \uae30\ubc18\uc73c\ub85c \ud55c \uc81c\ud488 \ucd94\ucc9c \ub4f1 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc815\ud655\ud558\uace0 \uac1c\uc778\ud654\ub41c \uc751\ub2f5\uc744 \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uace0\uac1d \uc11c\ube44\uc2a4 \ud6a8\uc728\uc131\uc744 \uac1c\uc120\ud569\ub2c8\ub2e4.\n\n\n<strong>\ucf58\ud150\uce20 \uc81c\uc791 \uac1c\uc120<\/strong>\n\n\nRAG\ub294 \ud6a8\uacfc\uc801\uc778 \ub9c8\ucf00\ud305 \ucea0\ud398\uc778\uc744 \uc704\ud574 \ucd5c\uc2e0 \ud2b8\ub80c\ub4dc\uc640 \uc624\ub514\uc5b8\uc2a4\uc758 \uad00\uc2ec\uc0ac\uc5d0 \ub9de\ucdb0 \ucd5c\uc2e0 \uc815\ubcf4\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uad00\ub828\uc131 \uc788\uace0 \ub9e4\ub825\uc801\uc778 \ucf58\ud150\uce20\ub97c \ub9cc\ub4dc\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.\n\n\n<figure>\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/02\/ffee559b-5c4f-4d5a-95a3-406272a9d0b4.png\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Challenges_and_Considerations_in_Implementing_RAG\"><\/span><strong>RAG \uad6c\ud604\uc758 \uacfc\uc81c\uc640 \uace0\ub824 \uc0ac\ud56d<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\uae30\uc5c5 \ud658\uacbd\uc5d0\uc11c \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131\uc744 \uad6c\ud604\ud558\ub294 \ub370\ub294 \ub098\ub984\uc758 \uacfc\uc81c\uc640 \uace0\ub824 \uc0ac\ud56d\uc774 \uc788\uc2b5\ub2c8\ub2e4. RAG\uc758 \uc7a0\uc7ac\ub825\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud558\ub824\uba74 \uae30\uc5c5\uc740 \ub370\uc774\ud130 \ud488\uc9c8, \uad00\ub9ac, \uc0ac\uc6a9\uacfc \uad00\ub828\ub41c \uc724\ub9ac\uc801 \ubc0f \uac1c\uc778\uc815\ubcf4 \ubcf4\ud638 \ubb38\uc81c\uc640 \uac19\uc740 \uce21\uba74\uc5d0 \uc138\uc2ec\ud55c \uc8fc\uc758\ub97c \uae30\uc6b8\uc5ec\uc57c \ud569\ub2c8\ub2e4.\n\n\n<strong>\uace0\uc815 \ucee8\ud14d\uc2a4\ud2b8 \ucc3d\uc744 \ub118\uc5b4 \ud655\uc7a5<\/strong>\n\n\nRAG\ub97c \uc0ac\uc6a9\ud558\uba74 LLM\uc774 \uace0\uc815\ub41c \ucee8\ud14d\uc2a4\ud2b8 \ucc3d\uc744 \ub118\uc5b4 \ubc29\ub300\ud55c \ub370\uc774\ud130 \ud480\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ub300\uaddc\ubaa8\uc758 \ub3d9\uc801 \ub370\uc774\ud130\ub97c \ubcf4\uc720\ud55c \uae30\uc5c5\uc5d0 \ub9e4\uc6b0 \uc911\uc694\ud558\uba70, \uc815\ubcf4 \ucc98\ub9ac \ubc0f \ubaa8\ub378 \ud655\uc7a5\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.\n\n\n<strong>\uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc815\ud655\uc131 \ubc0f \uad00\ub828\uc131 \ud5a5\uc0c1<\/strong>\n\n\nRAG\ub97c LLM\uacfc \ud1b5\ud569\ud558\uba74 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \uc2e4\uc2dc\uac04 \uc815\ubcf4\ub97c \ud1b5\ud569\ud558\uc5ec \uc751\ub2f5 \uc815\ud655\ub3c4\uc640 \uad00\ub828\uc131\uc774 \ud5a5\uc0c1\ub418\uba70, \uc774\ub294 \uae08\uc735\uacfc \uac19\uc740 \ubd84\uc57c\uc5d0\uc11c \ucd5c\uc2e0 \uc2dc\uc7a5 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\uae30 \uc704\ud574 \ud544\uc218\uc801\uc778 \uc694\uc18c\uc785\ub2c8\ub2e4.\n\n\n<strong>\ucd5c\uc2e0 \uc815\ubcf4 \ubc0f \ucd5c\uc2e0 \uc0c1\ud0dc \uc720\uc9c0<\/strong>\n\n\nRAG\ub294 \uc2e4\uc2dc\uac04 \uc7ac\uace0 \ubc0f \ubb3c\ub958 \uc5c5\ub370\uc774\ud2b8\ub97c \uc704\ud55c \uacf5\uae09\ub9dd \uad00\ub9ac\uc640 \uac19\uc774 \uc758\uc0ac \uacb0\uc815\uc744 \uc704\ud574 \ucd5c\uc2e0 \uc815\ubcf4\uac00 \ud544\uc694\ud55c \uc5c5\ubb34\uc5d0 \ud544\uc218\uc801\uc778 \ucd5c\uc2e0 \ub370\uc774\ud130\ub97c LLM\uc774 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.\n\n\nRAG\uc640 \uc5d4\ud130\ud504\ub77c\uc774\uc988 LLM\uc758 \ud1b5\ud569\uc73c\ub85c \uae30\ub2a5\uc774 \ud06c\uac8c \ud5a5\uc0c1\ub418\uc5b4 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c \uc815\ubcf4\uc5d0 \uae30\ubc18\ud55c \uc758\uc0ac \uacb0\uc815, \uc804\ub7b5 \uacc4\ud68d \ubc0f \uc6b4\uc601 \uad00\ub9ac\uc5d0 \ub354\uc6b1 \ud6a8\uacfc\uc801\uc785\ub2c8\ub2e4.\n\n\n<figure>\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/02\/c7cbc495-2286-477a-9b35-7a3ca2ad2e81.png\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Future_of_RAG_in_Enterprise_AI\"><\/span>\uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\uc5d0\uc11c RAG\uc758 \ubbf8\ub798<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\nRAG\ub294 \uc815\ud655\ub3c4, \uc18d\ub3c4, \ubcf5\uc7a1\ud55c \ucffc\ub9ac \ucc98\ub9ac\uc758 \ubc1c\uc804\uc744 \uc57d\uc18d\ud558\uba70 \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\uc758 \ubbf8\ub798\ub97c \ube60\ub974\uac8c \ud615\uc131\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc774 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c RAG\ub294 \ub354\uc6b1 \ubbf8\ubb18\ud55c \uc815\ubcf4 \uac80\uc0c9\uc744 \uc2e4\ud604\ud558\uc5ec \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \uc5c5\ubb34\uc5d0\uc11c \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \ud65c\uc6a9\ub3c4\ub97c \ub192\uc77c \uac83\uc73c\ub85c \uae30\ub300\ub429\ub2c8\ub2e4.\n\n\n\ub370\uc774\ud130 \ud65c\uc6a9\uacfc \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\uc5d0\uc11c \uacbd\uc7c1 \uc6b0\uc704\ub97c \uc81c\uacf5\ud558\ub294 \ub4f1 \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\uc5d0\uc11c \uc804\ub7b5\uc801 \uc5ed\ud560\uc774 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. RAG\uac00 \ud0d1\uc7ac\ub41c LLM\uc740 \ub514\uc9c0\ud138 \ud2b8\ub79c\uc2a4\ud3ec\uba54\uc774\uc158\uc744 \ucd94\uc9c4\ud558\ub294 \uae30\uc5c5\uc758 \uc911\ucd94\uc801\uc778 \uc5ed\ud560\uc744 \ud558\uba70, \ubcf4\ub2e4 \ud604\uba85\ud55c \uc758\uc0ac \uacb0\uc815, \ud601\uc2e0\uc801\uc778 \uc194\ub8e8\uc158, \uac1c\uc778\ud654\ub41c \uace0\uac1d \uacbd\ud5d8\uc73c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \ub370\uc774\ud130 \uc911\uc2ec \uc138\uc0c1\uc5d0\uc11c \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601 \ubc0f \uacbd\uc7c1 \ubc29\uc2dd\uc5d0 \uc911\ub300\ud55c \ubcc0\ud654\ub97c \uac00\uc838\uc62c \uac83\uc774\uba70, \uc5c5\uacc4 \uc804\ubc18\uc758 \ud601\uc2e0\uacfc \ud6a8\uc728\uc131\uc744 \ucd09\uc9c4\ud558\ub294 \ubc29\ud5a5\uc73c\ub85c \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"10_Enterprise_AI_Stats_to_Know_in_2024\"><\/span><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/2024%eb%85%84%ec%97%90-%ec%95%8c%ec%95%84%ec%95%bc-%ed%95%a0-10%ea%b0%80%ec%a7%80-%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4%ec%a6%88-ai-%ed%86%b5%ea%b3%84\/\">2024\ub144\uc5d0 \uc54c\uc544\uc57c \ud560 10\uac00\uc9c0 \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \ud1b5\uacc4<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n2024\ub144\uc5d0 \uc811\uc5b4\ub4e4\uba74\uc11c \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\uc758 \ud658\uacbd\uc740 \uc804\ub840 \uc5c6\ub294 \ubc29\uc2dd\uc73c\ub85c \uacc4\uc18d \ubcc0\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ubc88 \uc8fc\uc5d0\ub294 \uc62c\ud574 \uc54c\uc544\uc57c \ud560 10\uac00\uc9c0 \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \ud1b5\uacc4\uc5d0 \ub300\ud574\uc11c\ub3c4 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694:\n\n\n<ol class=\"wp-block-list\">\n<li><strong>2027\ub144\uae4c\uc9c0 1\uc8704\ucc9c407\uc5b5 \ub2ec\ub7ec\uc5d0 \ub2ec\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\ub294 AI \uc2dc\uc7a5 \uaddc\ubaa8<\/strong><\/p><\/li><li><p><strong>2023\ub144\ubd80\ud130 2030\ub144\uae4c\uc9c0 AI \uc0b0\uc5c5\uc5d0\uc11c \uc5f0\uac04 37.31% \uc131\uc7a5\ub960 \ub2ec\uc131<\/strong><\/p><\/li><li><p><strong>83%\uc758 \uae30\uc5c5\uc774 \uc6b0\uc120\uc21c\uc704\ub97c \ub450\uace0 \uc788\ub294 \ube44\uc988\ub2c8\uc2a4 \uc804\ub7b5 1\uc704, AI<\/strong><\/p><\/li><li><p><strong>\uae30\uc5c5 \uc804\ub7b5\uac00 \uc911 791%\ub294 2024\ub144\uc5d0 AI\uac00 \uae30\uc5c5 \uc131\uacf5\uc5d0 \ud575\uc2ec\uc801\uc778 \uc5ed\ud560\uc744 \ud560 \uac83\uc774\ub77c\uace0 \ub2f5\ud588\uc2b5\ub2c8\ub2e4.<\/strong><\/p><\/li><li><p><strong>2030\ub144\uae4c\uc9c0 \ubd81\ubbf8 GDP\uc758 14.51%\uc5d0 \uae30\uc5ec\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\ub294 \uc778\uacf5\uc9c0\ub2a5(AI)<\/strong><\/p><\/li><li><p><strong>\ucd5c\uace0 \uacbd\uc601\uc9c4\uc758 751TP3%\ub294 \ud68c\uc0ac\uc5d0 AI\uac00 \ub3c4\uc785\ub420 \uac83\uc774\ub77c\uace0 \ubbff\uc2b5\ub2c8\ub2e4.<\/strong><\/p><\/li><li><p><strong>1\uc870 4\ucc9c 5\ubc31 2\uc2ed\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\uc758 \uae00\ub85c\ubc8c AI \uc2dc\uc7a5, \uc131\uc7a5\uc138 \uc804\ub9dd<\/strong><\/p><\/li><li><p><strong>641TP3%\uc758 \uae30\uc5c5\uc774 AI\uac00 \uc804\ubc18\uc801\uc778 \uc0dd\uc0b0\uc131 \ud5a5\uc0c1\uc5d0 \ub3c4\uc6c0\uc774 \ub420 \uac83\uc774\ub77c\uace0 \ubbff\uc2b5\ub2c8\ub2e4.<\/strong><\/p><\/li><li><p><strong>25%\uc758 \uae30\uc5c5\uc774 \ub178\ub3d9\ub825 \ubd80\uc871 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 AI \ub3c4\uc785\uc5d0 \ub098\uc11c\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/strong><\/p><\/li><li><p><strong>2030\ub144\uae4c\uc9c0 \ubbf8\uad6d GDP\uc5d0 211\uc8703\ucc9c\uc5b5 \ub2ec\ub7ec \uc21c\uc99d\uac00 \uae30\uc5ec\ud558\ub294 AI<\/strong><\/p><\/li>\n<\/ol>\n\n\n<figure>\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/02\/38854b41-8886-4bc2-8a97-12a8a912b33f.png\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Top_10_Consumer_and_Workforce_AI_Stats_for_2024\"><\/span><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/2024%eb%85%84-%ec%86%8c%eb%b9%84%ec%9e%90-%eb%b0%8f-%ec%9d%b8%eb%a0%a5%ec%9d%84-%ec%9c%84%ed%95%9c-%ec%83%81%ec%9c%84-10%ea%b0%80%ec%a7%80-ai-%ed%86%b5%ea%b3%84\/\">2024\ub144 \uc18c\ube44\uc790 \ubc0f \uc778\ub825 AI \uc0c1\uc704 10\uac00\uc9c0 \ud1b5\uacc4<\/a><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ub610\ud55c 2024\ub144\uc5d0 \ub300\ud55c 10\uac00\uc9c0 AI \ud1b5\uacc4\ub97c \ud1b5\ud574 \uc18c\ube44\uc790 \ubc0f \uc778\ub825 \uce21\uba74\uc744 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4:\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\uae30\uc5c5 \ub0b4 AI \uc0ac\uc6a9\uc5d0 \ub300\ud574 \uc6b0\ub824\ud558\ub294 \uc18c\ube44\uc790 \ub300\ub2e4\uc218<\/strong><\/p><\/li><li><p><strong>65% \ucc45\uc784\uac10 \uc788\uac8c AI\ub97c \uc0ac\uc6a9\ud558\ub294 \uc2e0\ub8b0\ubc1b\ub294 \uae30\uc5c5<\/strong><\/p><\/li><li><p><strong>\uc808\ubc18 \uc774\uc0c1\uc774 AI\uac00 \uc11c\uba74 \ucf58\ud150\uce20\ub97c \uac1c\uc120\ud55c\ub2e4\uace0 \ubbff\uc2b5\ub2c8\ub2e4.<\/strong><\/p><\/li><li><p><strong>77%, \ub0b4\ub144 AI\ub85c \uc778\ud55c \uc77c\uc790\ub9ac \uac10\uc18c \uc6b0\ub824<\/strong><\/p><\/li><li><p><strong>AI\ub85c \uc778\ud574 \uc7a0\uc7ac\uc801\uc73c\ub85c \uc77c\uc790\ub9ac\ub97c \uc783\uc744 \uc218 \uc788\ub294 4\uc5b5 \uba85\uc758 \ub178\ub3d9\uc790<\/strong><\/p><\/li><li><p><strong>9,700\ub9cc \uac1c\uc758 \uc77c\uc790\ub9ac\ub97c \ucc3d\ucd9c\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\ub294 AI<\/strong><\/p><\/li><li><p> <strong>AI \uc9c0\uc6d0 \uc5ed\ud560 \ucc44\uc6a9 \ud655\ub300<\/strong><\/p><\/li><li><p><strong>\uae08\uc735 AI\uc758 \uc601\ud5a5\ub825\uc774 \uac00\uc7a5 \ud074 \uac83\uc73c\ub85c \uc608\uc0c1\ub418\ub294 \uc81c\uc870 \uc0b0\uc5c5<\/strong><\/p><\/li><li><p><strong>\ubbf8\uad6d \ubaa8\ubc14\uc77c \uc0ac\uc6a9\uc790\uc758 \uc808\ubc18\uc774 \ub9e4\uc77c \uc74c\uc131 \uac80\uc0c9\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/strong><\/p><\/li><li><p><strong>2024\ub144, \ub2e4\uc591\ud55c AI \ud65c\uc6a9\uc774 \ub300\uc911\ud654\ub420 \uc804\ub9dd<\/strong><\/p><\/li>\n<\/ol>\n\n\n<p><strong>\uc2dc\uac04\uc744 \ub0b4\uc5b4 AI &amp; YOU\ub97c \uc77d\uc5b4\uc8fc\uc154\uc11c \uac10\uc0ac\ud569\ub2c8\ub2e4!<\/strong>\n\n\n\ucc3d\uc5c5\uc790, CEO, \ubca4\ucc98 \uce90\ud53c\ud138\ub9ac\uc2a4\ud2b8 \ub610\ub294 \ud22c\uc790\uc790\ub85c\uc11c \uc804\ubb38\uc801\uc778 AI \uc790\ubb38 \ub610\ub294 \uc2e4\uc0ac \uc11c\ube44\uc2a4\ub97c \ucc3e\uace0 \uacc4\uc2e0\uac00\uc694? \uadc0\uc0ac\uc758 AI \uc81c\ud488 \uc804\ub7b5\uc774\ub098 \ud22c\uc790 \uae30\ud68c\uc5d0 \ub300\ud574 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ud544\uc694\ud55c \uac00\uc774\ub4dc\ub97c \ubc1b\uc544\ubcf4\uc138\uc694.\n\n\n<a rel=\"noopener noreferrer\" href=\"https:\/\/meetings.hubspot.com\/gregg15\/15-min-about-enterprise-ai?utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz-9zk2t5COOpGSso-2imFKrleNmhbXPwqS679dGMc0duBFBMzHLuxhPK3VB6hO9iFN7kiK1Q\">\uc9c0\uae08 15\ubd84 \ubb34\ub8cc \uc790\ubb38 \ud1b5\ud654\ub97c \uc608\uc57d\ud558\uc138\uc694!<\/a>\n\n\n\uc720\ub2c8\ud2f0\ub294 \ub2e4\uc74c \uc0b0\uc5c5 \ubd84\uc57c\uc758 \ubca4\ucc98 \uce90\ud53c\ud0c8 \ubc0f \uc0ac\ubaa8\ud380\ub4dc \uc9c0\uc6d0 \uae30\uc5c5\uc744 \uc704\ud55c \ub9de\ucda4\ud615 AI \uc194\ub8e8\uc158\uc744 \uad6c\ucd95\ud569\ub2c8\ub2e4: \uc758\ub8cc \uae30\uc220, \ub274\uc2a4\/\ucf58\ud150\uce20 \uc9d1\uacc4, \uc601\ud654 \ubc0f \uc0ac\uc9c4 \uc81c\uc791, \uad50\uc721 \uae30\uc220, \ubc95\ub960 \uae30\uc220, \ud540\ud14c\ud06c \ubc0f \uc554\ud638\ud654\ud3d0.\n\n\n<strong>\uc778\ud3ec\uadf8\ub798\ud53d, \ud1b5\uacc4, \ubc29\ubc95 \uac00\uc774\ub4dc, \uae30\uc0ac, \ub3d9\uc601\uc0c1 \ub4f1 \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\uc5d0 \uad00\ud55c \ub354 \ub9ce\uc740 \ucf58\ud150\uce20\ub97c \ubcf4\ub824\uba74 \ub2e4\uc74c\uc5d0\uc11c Skim AI\ub97c \ud314\ub85c\uc6b0\ud558\uc138\uc694. <\/strong><a rel=\"noopener noreferrer\" href=\"https:\/\/linkedin.com\/company\/skim-ai\"><strong>LinkedIn<\/strong><\/a>","protected":false},"excerpt":{"rendered":"<p>Stat of the Week: Annual Growth Rate of 37.3% in AI Industries from 2023 to 2030 In this week\u2019s edition, we are continuing our series on &quot;Connecting Your Enterprise Data to an LLM Like ChatGPT.&quot; by looking at Retrieval-Augmented Generation (RAG). We will be exploring some key themes, such as: Understanding Retrieval-Augmented Generation (RAG) Applications [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":11131,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-custom-post-template.php","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[125,100,67],"tags":[],"class_list":["post-7819","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-generative-ai","category-ml-nlp"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI&amp;YOU #40: Retrieval-Augmented Generation (RAG) in Enterprise AI - Skim AI<\/title>\n<meta name=\"description\" content=\"Discover the transformative power of Retrieval-Augmented Generation (RAG) in Enterprise AI with AI&amp;YOU #40, exploring RAG&#039;s role, benefits, and the top AI stats for 2024 that are reshaping enterprise strategies and operations.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/skimai.com\/ko\/\uc5d4\ud130\ud504\ub77c\uc774\uc988-ai\uc758-\uc544\uc774\uc720-40-\uac80\uc0c9-\uc99d\uac15-\uc138\ub300-\uac78\ub808\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI&amp;YOU #40: Retrieval-Augmented Generation (RAG) in Enterprise AI - 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