{"id":11054,"date":"2024-06-07T06:55:16","date_gmt":"2024-06-07T11:55:16","guid":{"rendered":"http:\/\/skimai.com\/?p=11054"},"modified":"2024-06-07T06:55:16","modified_gmt":"2024-06-07T11:55:16","slug":"%eb%9e%ad%ec%b2%b4%ec%9d%b8%ec%9c%bc%eb%a1%9c-%ed%95%b4%ea%b2%b0%ed%95%a0-%ec%88%98-%ec%9e%88%eb%8a%94-5%ea%b0%80%ec%a7%80-%ea%b8%b0%ec%97%85-%eb%ac%b8%ec%a0%9c","status":"publish","type":"post","link":"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/","title":{"rendered":"\ub7ad\uccb4\uc778\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc788\ub294 5\uac00\uc9c0 \uae30\uc5c5 \ubb38\uc81c"},"content":{"rendered":"<p>\uae30\uc5c5\uc774 \uc9c1\uba74\ud558\ub294 \ubb38\uc81c <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/ai-%ed%94%84%eb%a1%9c%ec%a0%9d%ed%8a%b8%ea%b0%80-%ec%8b%a4%ed%8c%a8%ed%95%98%eb%8a%94-6%ea%b0%80%ec%a7%80-%ec%9d%b4%ec%9c%a0\/\">\uc218\ub9ce\uc740 \ub3c4\uc804 \uacfc\uc81c<\/a> \uc778\uacf5 \uc9c0\ub2a5(AI)\uc744 \ud65c\uc6a9\ud558\uc5ec \uc6b4\uc601\uc744 \uac04\uc18c\ud654\ud558\uace0 \uace0\uac1d \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\ub294 \ub370 \uc8fc\ub825\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uacfc \uc0c1\ud638 \uc791\uc6a9\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \ud601\uc2e0\uc801\uc778 \ud504\ub808\uc784\uc6cc\ud06c\uc778 LangChain\uc740 \uc774\ub7ec\ud55c \uacfc\uc81c\uc5d0 \ub300\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <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\/\">LLM\uc744 \uae30\uc874 \ub370\uc774\ud130\uc640 \ud1b5\ud569<\/a> \uc18c\uc2a4\uc640 \uc2dc\uc2a4\ud15c\uc744 \uac16\ucd98 LangChain\uc740 \uae30\uc5c5\uc774 \ucd5c\ucca8\ub2e8 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP) \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubcf5\uc7a1\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. <\/p>\n\n\n<p>\uc774 \ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c\uc5d0\uc11c\ub294 LangChain \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc0ac\uc6a9\ud558\uc5ec \ud6a8\uacfc\uc801\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc788\ub294 5\uac00\uc9c0 \uc911\uc694\ud55c \uae30\uc5c5 \ubb38\uc81c\ub97c \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\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' ><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#Key_Takeaways\" >\uc8fc\uc694 \uc694\uc810:<\/a><\/li><\/ul><\/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\/5-enterprise-problems-you-can-solve-with-langchain\/#Problem_1_Inefficient_Customer_Support\" >\ubb38\uc81c 1: \ube44\ud6a8\uc728\uc801\uc778 \uace0\uac1d \uc9c0\uc6d0<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#Solution_Implementing_LangChain-powered_chatbots\" >\uc194\ub8e8\uc158: \ub7ad\uccb4\uc778 \uae30\ubc18 \ucc57\ubd07 \uad6c\ud604\ud558\uae30<\/a><\/li><\/ul><\/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\/5-enterprise-problems-you-can-solve-with-langchain\/#Problem_2_Difficulty_in_Accessing_Enterprise_Knowledge\" >\ubb38\uc81c 2: \uae30\uc5c5 \uc9c0\uc2dd\uc5d0 \ub300\ud55c \uc811\uadfc\uc758 \uc5b4\ub824\uc6c0<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#Solution_Building_enterprise_search_and_question-answering_systems_with_LangChain\" >\uc194\ub8e8\uc158: LangChain\uc73c\ub85c \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uac80\uc0c9 \ubc0f \uc9c8\uc758\uc751\ub2f5 \uc2dc\uc2a4\ud15c \uad6c\ucd95<\/a><\/li><\/ul><\/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\/5-enterprise-problems-you-can-solve-with-langchain\/#Problem_3_Information_Overload_from_Lengthy_Documents\" >\ubb38\uc81c 3: \uae34 \ubb38\uc11c\ub85c \uc778\ud55c \uc815\ubcf4 \uacfc\ubd80\ud558<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#Solution_Utilizing_LangChain_for_document_summarization\" >\u2705 \uc194\ub8e8\uc158: \ubb38\uc11c \uc694\uc57d\uc5d0 LangChain \ud65c\uc6a9<\/a><\/li><\/ul><\/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\/5-enterprise-problems-you-can-solve-with-langchain\/#Problem_4_Inefficiencies_in_Software_Development_Processes\" >\ubb38\uc81c 4: \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\uc758 \ube44\ud6a8\uc728\uc131<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#Solution_Leveraging_LangChain_for_code_understanding_and_assistance\" >\u2705 \uc194\ub8e8\uc158: \ucf54\ub4dc \uc774\ud574 \ubc0f \uc9c0\uc6d0\uc744 \uc704\ud55c LangChain \ud65c\uc6a9<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#Problem_5_Disconnection_between_LLMs_and_Enterprise_Data\" >\ubb38\uc81c 5: LLM\uacfc \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130 \uac04\uc758 \uc5f0\uacb0 \ub2e8\uc808<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#Solution_Connecting_LLMs_to_enterprise_data_using_LangChain\" >\uc194\ub8e8\uc158: LangChain\uc744 \uc0ac\uc6a9\ud558\uc5ec LLM\uc744 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130\uc5d0 \uc5f0\uacb0\ud558\uae30<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#A_Quick_Summary\" >\ube60\ub978 \uc694\uc57d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#FAQs\" >\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38:<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#How_can_LangChain_help_enterprises_improve_their_customer_support_operations\" >LangChain\uc740 \uae30\uc5c5\uc774 \uace0\uac1d \uc9c0\uc6d0 \uc6b4\uc601\uc744 \uac1c\uc120\ud558\ub294 \ub370 \uc5b4\ub5bb\uac8c \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\ub098\uc694?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#What_are_the_benefits_of_using_LangChain_for_enterprise_search_and_question-answering_systems\" >\uae30\uc5c5 \uac80\uc0c9 \ubc0f \uc9c8\ubb38 \ub2f5\ubcc0 \uc2dc\uc2a4\ud15c\uc5d0 LangChain\uc744 \uc0ac\uc6a9\ud558\uba74 \uc5b4\ub5a4 \uc774\uc810\uc774 \uc788\ub098\uc694?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#How_does_LangChain_assist_in_streamlining_software_development_processes\" >LangChain\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc5b4\ub5bb\uac8c \ub3c4\uc6c0\uc774 \ub418\ub098\uc694?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#What_makes_LangChain_unique_in_its_ability_to_integrate_large_language_models_with_enterprise_data\" >\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc5d0\uc11c LangChain\uc774 \ud2b9\ubcc4\ud55c \uc774\uc720\ub294 \ubb34\uc5c7\uc778\uac00\uc694?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/skimai.com\/ko\/5-enterprise-problems-you-can-solve-with-langchain\/#Why_should_enterprises_consider_adopting_LangChain_for_their_AI_needs\" >\uae30\uc5c5\uc774 AI \uc694\uad6c\uc0ac\ud56d\uc744 \uc704\ud574 \ub7ad\uccb4\uc778 \ub3c4\uc785\uc744 \uace0\ub824\ud574\uc57c \ud558\ub294 \uc774\uc720\ub294 \ubb34\uc5c7\uc778\uac00\uc694?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Key_Takeaways\"><\/span><u>\uc8fc\uc694 \uc694\uc810:<\/u><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<ul class=\"wp-block-list\">\n<li><p>LangChain\uc740 \uace0\uae09 \uc5b8\uc5b4 \ubaa8\ub378\uacfc AI \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \uae30\uc5c5\uc758 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud55c \ud3ec\uad04\uc801\uc778 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p><\/li><li><p>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130\uc640 \ud1b5\ud569\ud568\uc73c\ub85c\uc368 LangChain\uc740 \uc870\uc9c1\uc774 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub9de\ub294 \uc0c1\ud669\uc5d0 \ub9de\ub294 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uacfc\ubb3c\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p><\/li><li><p>LangChain\uc740 \uae30\uc5c5\uc774 \uace0\uac1d \uc9c0\uc6d0\ubd80\ud130 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \uae30\ub2a5 \uc804\ubc18\uc5d0\uc11c \ud6a8\uc728\uc131, \uc0dd\uc0b0\uc131, \ud601\uc2e0\uc744 \ucd94\uc9c4\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p><\/li>\n<\/ul>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/46a97422-9dc0-407e-b4d3-7860a1ea5bab.png\" alt=\"LangChain \ud504\ub808\uc784\uc6cc\ud06c\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Problem_1_Inefficient_Customer_Support\"><\/span>\ubb38\uc81c 1: \ube44\ud6a8\uc728\uc801\uc778 \uace0\uac1d \uc9c0\uc6d0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ud0c1\uc6d4\ud55c \uace0\uac1d \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud558\ub294 \uac83\uc740 \uae30\uc5c5\uc758 \ucd5c\uc6b0\uc120 \uacfc\uc81c\uc774\uc9c0\ub9cc, \uc5ec\ub7ec \ucc44\ub110\uc5d0 \uac78\uce5c \ub300\ub7c9\uc758 \ubb38\uc758\ub97c \ucc98\ub9ac\ud558\ub294 \uac83\uc740 \uc5b4\ub824\uc6b4 \uc77c\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc874\uc758 \uc9c0\uc6d0 \uc2dc\uc2a4\ud15c\uc740 \ub04a\uc784\uc5c6\uc774 \uc99d\uac00\ud558\ub294 \uace0\uac1d\uc758 \uc694\uad6c\ub97c \ub530\ub77c\uc7a1\ub294 \ub370 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc73c\uba70 \uae34 \ub300\uae30 \uc2dc\uac04, \uc77c\uad00\uc131 \uc5c6\ub294 \uc751\ub2f5, \ubd88\ub9cc\uc871\uc2a4\ub7ec\uc6b4 \uacbd\ud5d8\uc73c\ub85c \uc774\uc5b4\uc9c0\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Solution_Implementing_LangChain-powered_chatbots\"><\/span>\uc194\ub8e8\uc158: \ub7ad\uccb4\uc778 \uae30\ubc18 \ucc57\ubd07 \uad6c\ud604\ud558\uae30<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>LangChain\uc740 \uae30\uc5c5\uc774 \uace0\uac1d \ubb38\uc758\ub97c \ud0c1\uc6d4\ud55c \ud6a8\uc728\uc131\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc9c0\ub2a5\ud615 \ucc57\ubd07\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud568\uc73c\ub85c\uc368 \uc774 \ubb38\uc81c\uc5d0 \ub300\ud55c \ud68d\uae30\uc801\uc778 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ucc57\ubd07\uc740 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \ud798\uc744 \ud65c\uc6a9\ud558\uc5ec \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ub300\ud654 \ubc29\uc2dd\uc73c\ub85c \uc0ac\uc6a9\uc790 \uc785\ub825\uc744 \uc774\ud574\ud558\uace0 \uc774\uc5d0 \uc751\ub2f5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. LangChain\uc758 \ud1b5\ud569 \uae30\ub2a5\uc744 \ud1b5\ud574 \ucc57\ubd07\uc740 \uae30\uc5c5 \ub370\uc774\ud130 \uc18c\uc2a4\uc5d0 \uc561\uc138\uc2a4\ud558\uc5ec \uace0\uac1d\uc5d0\uac8c \uc815\ud655\ud55c \uc0c1\ud669\ubcc4 \uc815\ubcf4\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub7ad\uccb4\uc778 \uae30\ubc18 \ucc57\ubd07\uc758 \uc8fc\uc694 \ud2b9\uc9d5 \uc911 \ud558\ub098\ub294 \uc790\uc5f0\uc5b4 \uc774\ud574 \ub2a5\ub825\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ucc57\ubd07\uc740 \uace0\uae09 NLP \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec \ub2e4\uc591\ud558\uace0 \ubcf5\uc7a1\ud55c \ubc29\uc2dd\uc73c\ub85c \ud45c\ud604\ub41c \uc0ac\uc6a9\uc790 \ucffc\ub9ac\uc758 \uc758\ub3c4\ub97c \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uad00\ub828\uc131 \uc788\uace0 \uc720\uc6a9\ud55c \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud558\uc5ec \uc0ac\ub78c\uc758 \uac1c\uc785 \ud544\uc694\uc131\uc744 \uc904\uc774\uace0 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub610\ud55c, \ub7ad\uccb4\uc778\uc758 \uba54\ubaa8\ub9ac \ubaa8\ub4c8\uc740 \ucc57\ubd07\uc774 \uc5ec\ub7ec \uc0c1\ud638\uc791\uc6a9\uc5d0\uc11c \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc720\uc9c0\ud558\uc5ec \ubcf4\ub2e4 \uac1c\uc778\ud654\ub418\uace0 \uc6d0\ud65c\ud55c \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \ucc57\ubd07\uc740 \uc774\uc804 \ub300\ud654\uc640 \uc0ac\uc6a9\uc790 \uc120\ud638\ub3c4\ub97c \uae30\uc5b5\ud568\uc73c\ub85c\uc368 \ub9de\ucda4\ud615 \ucd94\ucc9c\uacfc \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uc5ec \uace0\uac1d \ucc38\uc5ec\uc640 \ucda9\uc131\ub3c4\ub97c \ub354\uc6b1 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uace0\uac1d \uc11c\ube44\uc2a4\ub97c \uc704\ud574 LangChain \ucc57\ubd07\uc744 \uad6c\ud604\ud558\uba74 \uc5bb\uc744 \uc218 \uc788\ub294 \uc774\uc810\uc740 \ub9ce\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\uc740 \uc751\ub2f5 \uc2dc\uac04\uc744 \ud06c\uac8c \ub2e8\ucd95\ud558\uace0, \ub354 \ub9ce\uc740 \uc591\uc758 \ubb38\uc758\ub97c \ucc98\ub9ac\ud558\uba70, \ucd94\uac00 \uc778\ub825 \uc5c6\uc774\ub3c4 \uc5f0\uc911\ubb34\ud734 24\uc2dc\uac04 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc751\ub2f5\uc758 \uc815\ud655\uc131\uacfc \uc77c\uad00\uc131\uc774 \ud5a5\uc0c1\ub418\uc5b4 \uace0\uac1d \ub9cc\uc871\ub3c4\uc640 \ube0c\ub79c\ub4dc\uc5d0 \ub300\ud55c \uc2e0\ub8b0\ub3c4\ub3c4 \ub192\uc544\uc9d1\ub2c8\ub2e4. \uae30\uc5c5\uc740 \uc77c\uc0c1\uc801\uc778 \ubb38\uc758\ub97c \uc790\ub3d9\ud654\ud558\uace0 \uc0c1\ub2f4\uc6d0\uc774 \ub354 \ubcf5\uc7a1\ud55c \ubb38\uc81c\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \ud568\uc73c\ub85c\uc368 \uc9c0\uc6d0 \uc6b4\uc601\uc744 \ucd5c\uc801\ud654\ud558\uace0 \uc6b0\uc218\ud55c \uace0\uac1d \uacbd\ud5d8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Problem_2_Difficulty_in_Accessing_Enterprise_Knowledge\"><\/span>\ubb38\uc81c 2: \uae30\uc5c5 \uc9c0\uc2dd\uc5d0 \ub300\ud55c \uc811\uadfc\uc758 \uc5b4\ub824\uc6c0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ub300\uaddc\ubaa8 \uc870\uc9c1\uc5d0\uc11c\ub294 \uc911\uc694\ud55c \uc815\ubcf4\uac00 \uc5ec\ub7ec \uc2dc\uc2a4\ud15c, \ub370\uc774\ud130\ubca0\uc774\uc2a4, \ubb38\uc11c\uc5d0 \ud769\uc5b4\uc838 \uc788\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc544 \uc9c1\uc6d0\ub4e4\uc774 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ud544\uc694\ud55c \uc9c0\uc2dd\uc744 \ube60\ub974\uac8c \ucc3e\uae30\uac00 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc815\ubcf4 \uc0ac\uc77c\ub85c\ub294 \ube44\ud6a8\uc728\uc131, \ub178\ub825\uc758 \uc911\ubcf5, \ud611\uc5c5\uacfc \ud601\uc2e0\uc758 \uae30\ud68c\ub97c \ub193\uce58\ub294 \uacb0\uacfc\ub97c \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Solution_Building_enterprise_search_and_question-answering_systems_with_LangChain\"><\/span>\uc194\ub8e8\uc158: LangChain\uc73c\ub85c \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uac80\uc0c9 \ubc0f \uc9c8\uc758\uc751\ub2f5 \uc2dc\uc2a4\ud15c \uad6c\ucd95<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>LangChain\uc740 \uc9c1\uc6d0\ub4e4\uc774 \uc801\uc2dc\uc5d0 \uc62c\ubc14\ub978 \uc815\ubcf4\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud558\ub294 \uae30\uc5c5 \uac80\uc0c9 \ubc0f \uc9c8\ubb38 \ub2f5\ubcc0 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c \uac15\ub825\ud55c \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uae30\uc5c5\uc740 LangChain \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud65c\uc6a9\ud558\uc5ec \ubc29\ub300\ud55c \ubb38\uc11c \uceec\ub809\uc158\uc744 \ud14d\uc2a4\ud2b8\uc758 \uc758\ubbf8\uc801 \uc758\ubbf8\ub97c \uac04\uacb0\ud55c \uc218\uce58\ub85c \ud45c\ud604\ud558\ub294 \ubca1\ud130 \uc784\ubca0\ub529\uc73c\ub85c \uc778\ucf54\ub529\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc784\ubca0\ub529\uc740 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uc800\uc7a5\ub418\uc5b4 \uc0ac\uc6a9\uc790 \ucffc\ub9ac\uc5d0 \ub530\ub77c \uad00\ub828 \ubb38\uc11c\ub97c \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc9c1\uc6d0\uc774 \uc9c8\ubb38\uc774\ub098 \uac80\uc0c9 \ucffc\ub9ac\ub97c \uc81c\ucd9c\ud558\uba74, \ub7ad\uccb4\uc778 \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc740 \ub2e4\uc74c\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. <a rel=\"noopener noreferrer\" href=\"https:\/\/python.langchain.com\/v0.1\/docs\/expression_language\/\">LangChain \ud45c\ud604 \uc5b8\uc5b4<\/a> \ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\uc758 \uc785\ub825\uc744 \uad6c\ubb38 \ubd84\uc11d\ud558\uace0 \ucffc\ub9ac\uc758 \uc758\ub3c4\ub97c \ud30c\uc545\ud569\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uac80\uc0c9\ud558\uc5ec \ud544\uc694\ud55c \ub2f5\ubcc0\uc774\ub098 \uc815\ubcf4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \uac00\uc7a5 \uad00\ub828\uc131\uc774 \ub192\uc740 \ubb38\uc11c\ub97c \ucc3e\uc2b5\ub2c8\ub2e4. \uc2dc\uc2a4\ud15c\uc740 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uac00\uc7a5 \uc815\ud655\ud558\uace0 \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \uc81c\uacf5\ud558\uae30 \uc704\ud574 \ucd94\uac00 \ud544\ud130 \ub610\ub294 \uc21c\uc704 \uc54c\uace0\ub9ac\uc998\uc744 \uc801\uc6a9\ud558\uc5ec \uacb0\uacfc\ub97c \ub354\uc6b1 \uc138\ubd84\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>LangChain \uae30\ubc18 \uac80\uc0c9 \ubc0f \uc9c8\ubb38 \ub2f5\ubcc0 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ud604\ud558\uba74 \uc0c1\ub2f9\ud55c \uc774\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc9c1\uc6d0\ub4e4\uc740 \uc815\ubcf4\uc758 \uc704\uce58\uc5d0 \uad00\uacc4\uc5c6\uc774 \uc870\uc9c1\uc758 \uc9d1\ub2e8\uc801 \uc9c0\uc2dd\uc5d0 \ube60\ub974\uac8c \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc2dc\uac04\uc744 \uc808\uc57d\ud558\uace0 \uc0dd\uc0b0\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \ubfd0\ub9cc \uc544\ub2c8\ub77c \uc5ec\ub7ec \ud300\uacfc \ubd80\uc11c \uac04\uc758 \uc9c0\uc2dd \uacf5\uc720\uc640 \ud611\uc5c5\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4. \uad00\ub828 \uc815\ubcf4\uc5d0 \uc989\uc2dc \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \uae30\uc5c5\uc740 \ub354 \ube60\ub974\uace0 \uc815\ud655\ud55c \uc815\ubcf4\ub97c \ubc14\ud0d5\uc73c\ub85c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc5b4 \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc\ub97c \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/5b193258-6fa7-4993-a6eb-8ca7acd589e3.jpg\" alt=\"LangChain\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Problem_3_Information_Overload_from_Lengthy_Documents\"><\/span>\ubb38\uc81c 3: \uae34 \ubb38\uc11c\ub85c \uc778\ud55c \uc815\ubcf4 \uacfc\ubd80\ud558<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uae30\uc5c5\uc5d0\uc11c\ub294 \uc885\uc885 \uc2dc\uac04\uc774 \ub9ce\uc774 \uac78\ub9ac\uace0 \uc18c\ud654\ud558\uae30 \uc5b4\ub824\uc6b4 \uae34 \ubcf4\uace0\uc11c, \uc5f0\uad6c \ub17c\ubb38 \ubc0f \uae30\ud0c0 \ubb38\uc11c\ub97c \ucc98\ub9ac\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc9c1\uc6d0\ub4e4\uc740 \uc774\ub7ec\ud55c \uc790\ub8cc\uc5d0\uc11c \ud575\uc2ec \uc778\uc0ac\uc774\ud2b8\uc640 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\ub294 \ub370 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc744 \uc218 \uc788\uc73c\uba70, \uc774\ub294 \uc815\ubcf4 \uacfc\ubd80\ud558\uc640 \uc0dd\uc0b0\uc131 \uc800\ud558\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Solution_Utilizing_LangChain_for_document_summarization\"><\/span>\u2705 \uc194\ub8e8\uc158: \ubb38\uc11c \uc694\uc57d\uc5d0 LangChain \ud65c\uc6a9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>LangChain\uc740 \ubb38\uc11c \uc694\uc57d \uae30\ub2a5\uc744 \ud1b5\ud574 \uc774 \ubb38\uc81c\uc5d0 \ub300\ud55c \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uacfc \uba38\uc2e0\ub7ec\ub2dd \uae30\uc220\uc744 \ud65c\uc6a9\ud558\uc5ec LangChain\uc740 \uae34 \ubb38\uc11c\uc758 \uac04\uacb0\ud55c \uc694\uc57d\uc744 \uc790\ub3d9\uc73c\ub85c \uc0dd\uc131\ud558\uc5ec \uac00\uc7a5 \uc911\uc694\ud55c \uc815\ubcf4\uc640 \ud575\uc2ec \uc694\uc810\uc744 \ud3ec\ucc29\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>LangChain\uc758 \uc694\uc57d \uc811\uadfc \ubc29\uc2dd\uc758 \uace0\uc720\ud55c \ud2b9\uc9d5 \uc911 \ud558\ub098\ub294 \ub370\uc774\ud130 \uc99d\uac15 \uc0dd\uc131 \uae30\ub2a5\uc785\ub2c8\ub2e4. \ub2e8\uc21c\ud788 \uc6d0\ubcf8 \ubb38\uc11c\uc5d0\uc11c \ubb38\uc7a5\uc744 \ucd94\ucd9c\ud558\ub294 \ub300\uc2e0, LangChain\uc758 \uc5b8\uc5b4 \ubaa8\ub378\uc740 \uc18c\uc2a4 \ucf58\ud150\uce20\uc5d0 \uae30\ubc18\ud55c \uc77c\uad00\ub418\uace0 \uc720\ucc3d\ud55c \uc694\uc57d\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc815\ud655\ud558\uace0 \ubb38\ub9e5\uacfc \uc5f0\uad00\uc131\uc774 \uc788\uc73c\uba70 \uc774\ud574\ud558\uae30 \uc26c\uc6b4 \uc694\uc57d\uc774 \uc0dd\uc131\ub429\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub610\ud55c LangChain\uc740 \uae30\uc5c5\uc774 \ud2b9\uc815 \uc694\uad6c\uc5d0 \ub9de\uac8c \uc694\uc57d \ud504\ub85c\uc138\uc2a4\ub97c \uc870\uc815\ud560 \uc218 \uc788\ub294 \ub9de\ucda4\ud615 \uc694\uc57d \uccb4\uc778\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc6d0\ud558\ub294 \uc694\uc57d\uc758 \uae38\uc774, \uc9d1\uc911\ud574\uc57c \ud560 \ud575\uc2ec \uc0ac\ud56d \ub610\ub294 \uc694\uc57d\uc758 \ub300\uc0c1 \uace0\uac1d\uc744 \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc720\uc5f0\uc131 \ub355\ubd84\uc5d0 \uae30\uc5c5\uc740 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \uac00\uc7a5 \uc720\uc6a9\ud558\uace0 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc694\uc57d\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ubb38\uc11c \uc694\uc57d\uc5d0 LangChain\uc744 \uc0ac\uc6a9\ud558\uba74 \uc5bb\uc744 \uc218 \uc788\ub294 \uc774\uc810\uc740 \ub9ce\uc2b5\ub2c8\ub2e4. \uc9c1\uc6d0\ub4e4\uc740 \uc804\uccb4 \ub0b4\uc6a9\uc744 \uc77d\uc9c0 \uc54a\uace0\ub3c4 \uae34 \ubb38\uc11c\uc5d0\uc11c \uc8fc\uc694 \uc544\uc774\ub514\uc5b4\uc640 \uc778\uc0ac\uc774\ud2b8\ub97c \ube60\ub974\uac8c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uadc0\uc911\ud55c \uc2dc\uac04\uc744 \uc808\uc57d\ud558\uace0 \ub354 \uc911\uc694\ud55c \uc5c5\ubb34\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uae30\uacc4\uac00 \uc0dd\uc131\ud558\ub294 \uc694\uc57d\uc740 \uac1d\uad00\uc801\uc774\uace0 \ud3b8\uacac\uc774 \uc5c6\uc5b4 \uc0ac\ub78c\uc758 \uc2e4\uc218\ub098 \uc624\ud574\uc758 \uc704\ud5d8\uc744 \uc904\uc5ec\uc90d\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub7ad\uccb4\uc778\uc758 \ubb38\uc11c \uc694\uc57d \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uba74 \uae30\uc5c5\uc740 \uc815\ubcf4 \uacfc\ubd80\ud558\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \ubc29\uc9c0\ud558\uace0 \uc9c0\uc2dd \uc804\ud30c\ub97c \uac1c\uc120\ud558\uba70 \uc9c1\uc6d0\ub4e4\uc774 \uac00\uc7a5 \uad00\ub828\uc131 \ub192\uc740 \uc815\ubcf4\ub97c \ubc14\ud0d5\uc73c\ub85c \ub354 \ube60\ub974\uace0 \uc815\ud655\ud55c \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Problem_4_Inefficiencies_in_Software_Development_Processes\"><\/span>\ubb38\uc81c 4: \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\uc758 \ube44\ud6a8\uc728\uc131<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc740 \uc5ec\ub7ec \uc774\ud574\uad00\uacc4\uc790, \uae30\uc220 \ubc0f \ud504\ub85c\uc138\uc2a4\uac00 \uad00\ub828\ub41c \ubcf5\uc7a1\ud558\uace0 \ubc18\ubcf5\uc801\uc778 \ud504\ub85c\uc138\uc2a4\uc785\ub2c8\ub2e4. \uae30\uc5c5\uc740 \uc885\uc885 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc81d\ud2b8\uc758 \ubcf5\uc7a1\uc131\uc744 \uad00\ub9ac\ud558\ub294 \ub370 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc73c\uba70 \ube44\ud6a8\uc728\uc131, \uc9c0\uc5f0, \ucd5c\uc801\uc758 \uacb0\uacfc\ubb3c\uc774 \ub098\uc624\uc9c0 \uc54a\ub294 \uacb0\uacfc\ub97c \ucd08\ub798\ud569\ub2c8\ub2e4.<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Solution_Leveraging_LangChain_for_code_understanding_and_assistance\"><\/span>\u2705 \uc194\ub8e8\uc158: \ucf54\ub4dc \uc774\ud574 \ubc0f \uc9c0\uc6d0\uc744 \uc704\ud55c LangChain \ud65c\uc6a9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>LangChain\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\ub294 AI \uae30\ubc18 \ucf54\ub529 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uae30\uc5c5\uc740 LangChain\uc744 \ucf54\ub4dc \uc800\uc7a5\uc18c \ubc0f \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uacfc \ud1b5\ud569\ud558\uc5ec \ucf54\ub4dc \uc758\ubbf8\ub97c \uc774\ud574\ud558\uace0, \uc0c1\ud669\uc5d0 \ub9de\ub294 \uc81c\uc548\uc744 \uc81c\uacf5\ud558\uba70, \ub2e4\uc591\ud55c \uc791\uc5c5\uc5d0\uc11c \uac1c\ubc1c\uc790\ub97c \uc9c0\uc6d0\ud558\ub294 \uc9c0\ub2a5\ud615 \uc2dc\uc2a4\ud15c\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>LangChain \uae30\ubc18 \ucf54\ub529 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\uc758 \ud575\uc2ec \uae30\ub2a5 \uc911 \ud558\ub098\ub294 \ucf54\ub4dc \uc800\uc7a5\uc18c\ub97c \uad6c\ubb38 \ubd84\uc11d\ud558\uace0 \uc774\ud574\ud558\ub294 \ub2a5\ub825\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub294 \ucf54\ub4dc\ubca0\uc774\uc2a4\uc758 \uad6c\uc870, \uad6c\ubb38 \ubc0f \uc758\ubbf8\ub97c \ubd84\uc11d\ud558\uc5ec \uac1c\ubc1c\uc790\uc5d0\uac8c \uadc0\uc911\ud55c \uc778\uc0ac\uc774\ud2b8\uc640 \uad8c\uc7a5 \uc0ac\ud56d\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc7a0\uc7ac\uc801\uc778 \ubc84\uadf8\ub97c \uc2dd\ubcc4\ud558\uace0, \ucd5c\uc801\ud654\ub97c \uc81c\uc548\ud558\uba70, \ucf54\ub4dc \ud488\uc9c8 \ubc0f \ubaa8\ubc94 \uc0ac\ub840\uc5d0 \ub300\ud55c \uc2e4\uc2dc\uac04 \ud53c\ub4dc\ubc31\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub610\ud55c, \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uacfc\uc758 \ud1b5\ud569\uc744 \ud1b5\ud574 \ucf54\ub529 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub294 \uc9c0\ub2a5\uc801\uc778 \ucf54\ub4dc \uc81c\uc548\uacfc \uc124\uba85\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub294 \uc774\ub7ec\ud55c \ubaa8\ub378\uc5d0 \ub300\ud55c \ubc29\ub300\ud55c \uc9c0\uc2dd\uacfc \uc774\ud574\ub97c \ud65c\uc6a9\ud558\uc5ec \ucf54\ub4dc \uc2a4\ub2c8\ud3ab\uc744 \uc0dd\uc131\ud558\uace0, \ubd80\ubd84\uc801\uc73c\ub85c \uc791\uc131\ub41c \ucf54\ub4dc\ub97c \uc644\uc131\ud558\uba70, \uc0c1\ud669\uc5d0 \ub9de\ub294 \ubb38\uc11c\uc640 \uc608\uc81c\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ub354 \uae54\ub054\ud558\uace0 \ud6a8\uc728\uc801\uc774\uba70 \uc624\ub958 \uc5c6\ub294 \ucf54\ub4dc\ub97c \uc791\uc131\ud558\uc5ec \uac1c\ubc1c \ubc0f \ub514\ubc84\uae45\uc5d0 \ud544\uc694\ud55c \uc2dc\uac04\uacfc \ub178\ub825\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub7ad\uccb4\uc778 \uae30\ubc18 \ucf54\ub529 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub294 \ubb38\uc81c \ud574\uacb0 \ubc0f \ub514\ubc84\uae45 \ud504\ub85c\uc138\uc2a4\ub3c4 \uc9c0\uc6d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub294 \uc624\ub958 \uba54\uc2dc\uc9c0, \uc2a4\ud0dd \ucd94\uc801 \ubc0f \uc0ac\uc6a9\uc790 \uc785\ub825\uc744 \ubd84\uc11d\ud558\uc5ec \uc77c\ubc18\uc801\uc778 \ud504\ub85c\uadf8\ub798\ubc0d \ubb38\uc81c\uc5d0 \ub300\ud55c \ub9de\ucda4\ud615 \uc81c\uc548\uacfc \ud574\uacb0\ucc45\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uc5d0\uac8c \ub514\ubc84\uae45 \ud504\ub85c\uc138\uc2a4\ub97c \uc548\ub0b4\ud558\uc5ec \uc624\ub958\uc758 \uc7a0\uc7ac\uc801 \uc6d0\uc778\uc744 \uac15\uc870\ud558\uace0 \uc218\uc815 \ub610\ub294 \ud574\uacb0 \ubc29\ubc95\uc744 \ucd94\ucc9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub7ad\uccb4\uc778 \uae30\ubc18 \ucf54\ub529 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub97c \uad6c\ud604\ud558\ub294 \uac83\uc774 \uac1c\ubc1c\uc790\uc758 \uc0dd\uc0b0\uc131\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc740 \uc0c1\ub2f9\ud569\ub2c8\ub2e4. \ubc18\ubcf5\uc801\uc778 \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uace0, \uc2e4\uc2dc\uac04 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud558\uba70, \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4 \ucd08\uae30\uc5d0 \uc624\ub958\ub97c \ud3ec\ucc29\ud568\uc73c\ub85c\uc368 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc5d0 \ud544\uc694\ud55c \uc2dc\uac04\uacfc \ub178\ub825\uc744 \ud06c\uac8c \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\ubc1c\uc790\ub294 \ub354 \ub192\uc740 \uc218\uc900\uc758 \ubb38\uc81c \ud574\uacb0\uacfc \ud601\uc2e0\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uace0, \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub294 \ucf54\ub529\uc758 \uc77c\uc0c1\uc801\uc774\uace0 \uc2dc\uac04\uc774 \ub9ce\uc774 \uc18c\uc694\ub418\ub294 \ubd80\ubd84\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/f331c5a9-186b-43ea-849e-17f713ac5102.jpg\" alt=\"\ub3c4\uc2dc\uc758 \ubbf8\ub798\ud615 \uace0\uce35 \ube4c\ub529\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Problem_5_Disconnection_between_LLMs_and_Enterprise_Data\"><\/span>\ubb38\uc81c 5: LLM\uacfc \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130 \uac04\uc758 \uc5f0\uacb0 \ub2e8\uc808<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>LLM\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \ubd84\uc57c\uc5d0 \ud601\uc2e0\uc744 \uac00\uc838\uc654\uc73c\uba70, \uae30\uc5c5\uc774 \uc6b4\uc601\uc5d0\uc11c AI\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 LLM\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ud65c\uc6a9\ud558\uae30 \uc704\ud55c \uc8fc\uc694 \uacfc\uc81c \uc911 \ud558\ub098\ub294 \uc774\ub7ec\ud55c \ubaa8\ub378\uacfc \uc870\uc9c1\uc774 \ubcf4\uc720\ud55c \ubc29\ub300\ud55c \uc591\uc758 \uae30\uc5c5\ubcc4 \ub370\uc774\ud130 \uac04\uc758 \uc5f0\uacb0\uc774 \ub2e8\uc808\ub418\uc5b4 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4.<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Solution_Connecting_LLMs_to_enterprise_data_using_LangChain\"><\/span>\uc194\ub8e8\uc158: LangChain\uc744 \uc0ac\uc6a9\ud558\uc5ec LLM\uc744 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130\uc5d0 \uc5f0\uacb0\ud558\uae30<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>LangChain\uc740 \ub2e4\uc74c\uacfc \uac19\uc740 \uac04\uadf9\uc744 \uba54\uc6b8 \uc218 \uc788\ub294 \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/%ec%b5%9c%ea%b3%a0%ec%9d%98-roi%eb%a5%bc-%eb%8b%ac%ec%84%b1%ed%95%9c-4%ea%b0%80%ec%a7%80-%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4%ec%a6%88-lmm-%ec%82%ac%ec%9a%a9-%ec%82%ac%eb%a1%80\/\">LLM \ubc0f \uc5d4\ud130\ud504\ub77c\uc774\uc988<\/a> \ub370\uc774\ud130. \uae30\uc5c5 \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \uc778\ub371\uc2f1\ud558\uace0 LLM\uc5d0 \ub178\ucd9c\ud558\ub294 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud568\uc73c\ub85c\uc368 LangChain\uc740 \uc870\uc9c1\uc774 \ub3c5\uc810 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ub9e5\ub77d\uc5d0 \ub9de\ub294 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uacfc\ubb3c\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub294 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>LangChain\uc744 \uc0ac\uc6a9\ud574 LLM\uc744 \uae30\uc5c5 \ub370\uc774\ud130\uc5d0 \uc5f0\uacb0\ud558\ub294 \uccab \ubc88\uc9f8 \ub2e8\uacc4\ub294 \uad00\ub828 \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \uc0c9\uc778\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 LLM\uc5d0\uc11c \ud6a8\uc728\uc801\uc73c\ub85c \ucffc\ub9ac\ud558\uace0 \uac80\uc0c9\ud560 \uc218 \uc788\ub294 \ud615\uc2dd\uc73c\ub85c \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\uace0 \uad6c\uc131\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. LangChain\uc740 \uc815\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4, \ube44\uc815\ud615 \ubb38\uc11c, \uc2ec\uc9c0\uc5b4 \uba40\ud2f0\ubbf8\ub514\uc5b4 \ucf58\ud150\uce20\ub97c \ud3ec\ud568\ud55c \ub2e4\uc591\ud55c \uc720\ud615\uc758 \ub370\uc774\ud130\ub97c \uc0c9\uc778\ud558\uae30 \uc704\ud55c \ub3c4\uad6c\uc640 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub370\uc774\ud130\uac00 \uc0c9\uc778\ud654\ub418\uba74 LangChain\uc744 \ud1b5\ud574 \uae30\uc5c5\uc740 \uac80\uc0c9 \uba54\ucee4\ub2c8\uc998\uc744 \ud1b5\ud574 \uc774 \ub370\uc774\ud130\ub97c LLM\uc5d0 \ub178\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \ucffc\ub9ac \ub610\ub294 \uc785\ub825\uc774 \uc218\uc2e0\ub418\uba74 LangChain\uc758 <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/de\/abfrage-der-erweiterten-generation-rag-in-der-unternehmens-ki\/\">\uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG)<\/a> \uae30\ub2a5\uc774 \uc791\ub3d9\ud569\ub2c8\ub2e4. \ud504\ub808\uc784\uc6cc\ud06c\ub294 \uc0ac\uc6a9\uc790\uc758 \uc785\ub825\uc5d0 \ub530\ub77c \uc0c9\uc778\ub41c \uae30\uc5c5 \ub370\uc774\ud130\uc5d0\uc11c \uac00\uc7a5 \uad00\ub828\uc131\uc774 \ub192\uc740 \uc815\ubcf4\ub97c \uac80\uc0c9\ud558\uc5ec LLM\uc5d0 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uadf8\ub7ec\uba74 LLM\uc740 \uae30\uc5c5\ubcc4 \ucee8\ud14d\uc2a4\ud2b8\uc5d0 \uae30\ubc18\ud55c \uc751\ub2f5\uc744 \uc0dd\uc131\ud558\uc5ec \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc815\ud655\ud55c \ub9de\ucda4\ud615 \uc815\ubcf4\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>LangChain\uc744 \uc0ac\uc6a9\ud574 LLM\uc744 \uae30\uc5c5 \ub370\uc774\ud130\uc640 \ud1b5\ud569\ud568\uc73c\ub85c\uc368 \uc5bb\uc744 \uc218 \uc788\ub294 \uc7a0\uc7ac\uc801 \ud65c\uc6a9\uacfc \uc774\uc810\uc740 \ubb34\uad81\ubb34\uc9c4\ud569\ub2c8\ub2e4. \uae30\uc5c5\uc740 \uc870\uc9c1\uc758 \uc9d1\ub2e8\uc9c0\uc131\uc744 \ud65c\uc6a9\ud558\uc5ec \uc9c1\uc6d0\uacfc \uace0\uac1d\uc758 \uc9c8\ubb38\uc5d0 \uc989\uac01\uc801\uc774\uace0 \uc815\ud655\ud55c \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \uc9c8\ubb38 \ub2f5\ubcc0 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \ub300\ub7c9\uc758 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130\uc5d0\uc11c \uc778\uc0ac\uc774\ud2b8\uc640 \ud575\uc2ec \uc815\ubcf4\ub97c \ucd94\ucd9c\ud560 \uc218 \uc788\ub294 \uc9c0\ub2a5\ud615 \ubb38\uc11c \ubd84\uc11d \ubc0f \uc694\uc57d \ub3c4\uad6c\ub97c \uac1c\ubc1c\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub610\ud55c LangChain\uc758 <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/%ed%94%84%eb%a1%ac%ed%94%84%ed%8a%b8-%ec%97%94%ec%a7%80%eb%8b%88%ec%96%b4%eb%a7%81%ec%9d%b4%eb%9e%80\/\">\ud504\ub86c\ud504\ud2b8 \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1<\/a> \uae30\ub2a5\uc744 \ud1b5\ud574 \uae30\uc5c5\uc740 LLM\uc744 \ubbf8\uc138 \uc870\uc815\ud558\uc5ec \ud574\ub2f9 \ub3c4\uba54\uc778 \ubc0f \uc5c5\uacc4\uc5d0 \ud2b9\ud654\ub41c \ucf58\ud150\uce20\ub97c \ub354 \uc798 \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubcf4\uace0\uc11c \uc0dd\uc131, \ub370\uc774\ud130 \ubd84\uc11d, \uc758\uc0ac \uacb0\uc815 \uc9c0\uc6d0\uacfc \uac19\uc740 \uc791\uc5c5\uc744 \uc9c0\uc6d0\ud560 \uc218 \uc788\ub294 \uace0\ub3c4\ub85c \uc804\ubb38\ud654\ub41c AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>LangChain\uc744 \uc0ac\uc6a9\ud558\uc5ec LLM\uc744 \uae30\uc5c5 \ub370\uc774\ud130\uc640 \ud1b5\ud569\ud558\uba74 \uc870\uc9c1\uc774 \ube44\uc988\ub2c8\uc2a4 \uc694\uad6c\uc0ac\ud56d\uc5d0 \uad6c\uccb4\uc801\uc774\uace0 \uad00\ub828\uc131 \uc788\ub294 \ubc29\uc2dd\uc73c\ub85c AI\uc758 \ud798\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc758 \uc138\uacc4\uac00 \uc5f4\ub9bd\ub2c8\ub2e4. \uae30\uc5c5\uc740 \ub3c5\uc810 \ub370\uc774\ud130\uc758 \uac00\uce58\ub97c \uc2e4\ud604\ud558\uace0 \uc774\ub97c LLM\uc758 \uace0\uae09 \uc790\uc5f0\uc5b4 \uc774\ud574 \uae30\ub2a5\uacfc \uacb0\ud569\ud568\uc73c\ub85c\uc368 \ud601\uc2e0\uc744 \uc8fc\ub3c4\ud558\uace0 \uc6b4\uc601 \ud6a8\uc728\uc131\uc744 \uac1c\uc120\ud558\uba70 \uac01\uc790\uc758 \uc2dc\uc7a5\uc5d0\uc11c \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"A_Quick_Summary\"><\/span>\ube60\ub978 \uc694\uc57d <span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>LangChain\uc740 \uae30\uc5c5\uc774 \uace0\uae09 \uc5b8\uc5b4 \ubaa8\ub378\uacfc AI \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub2e4\uc591\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud558\uace0 \ub2e4\uc7ac\ub2e4\ub2a5\ud55c \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc9c0\ub2a5\ud615 \ucc57\ubd07\uc744 \ud1b5\ud55c \uace0\uac1d \uc9c0\uc6d0 \uac15\ud654\ubd80\ud130 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4 \uac04\uc18c\ud654, \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uacfc \uae30\uc5c5 \ub370\uc774\ud130\uc758 \ud1b5\ud569\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 LangChain\uc740 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \uae30\ub2a5 \uc804\ubc18\uc5d0\uc11c \ud6a8\uc728\uc131, \uc0dd\uc0b0\uc131, \ud601\uc2e0\uc744 \ucd09\uc9c4\ud558\ub294 \ub370 AI\uc758 \uc9c4\uc815\ud55c \uc7a0\uc7ac\ub825\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\ub3c4\ub85d \uc870\uc9c1\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. <\/p>\n\n\n<p>\uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \ud658\uacbd\uc774 \uacc4\uc18d \uc9c4\ud654\ud568\uc5d0 \ub530\ub77c LangChain\uc740 \uae30\uc5c5\uc5d0\uc11c AI \ucc44\ud0dd\uc758 \ubbf8\ub798\ub97c \ud615\uc131\ud558\ub294 \ub370 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud560 \uc900\ube44\uac00 \ub418\uc5b4 \uc788\uc73c\uba70, \uc870\uc9c1\uc774 \ud2b9\uc815 \uc694\uad6c\uc5d0 \ub9de\ub294 \ub9de\ucda4\ud615 \uc194\ub8e8\uc158\uc744 \uad6c\ucd95\ud558\uace0 \uacbd\uc7c1\uc5d0\uc11c \uc55e\uc11c \ub098\uac08 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"FAQs\"><\/span>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38:<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_can_LangChain_help_enterprises_improve_their_customer_support_operations\"><\/span>LangChain\uc740 \uae30\uc5c5\uc774 \uace0\uac1d \uc9c0\uc6d0 \uc6b4\uc601\uc744 \uac1c\uc120\ud558\ub294 \ub370 \uc5b4\ub5bb\uac8c \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\ub098\uc694? <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\ub7ad\uccb4\uc778 \uae30\ubc18 \ucc57\ubd07\uc740 \uc0ac\uc6a9\uc790 \uc785\ub825\uc744 \uc774\ud574\ud558\uace0, \uae30\uc5c5 \ub370\uc774\ud130\uc5d0 \uc561\uc138\uc2a4\ud558\uba70, \uc0c1\ud669\uc5d0 \ub9de\ub294 \uc815\ud655\ud55c \uc751\ub2f5\uc744 \uc81c\uacf5\ud558\uc5ec \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \ub192\uc774\uace0 \uc751\ub2f5 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_are_the_benefits_of_using_LangChain_for_enterprise_search_and_question-answering_systems\"><\/span>\uae30\uc5c5 \uac80\uc0c9 \ubc0f \uc9c8\ubb38 \ub2f5\ubcc0 \uc2dc\uc2a4\ud15c\uc5d0 LangChain\uc744 \uc0ac\uc6a9\ud558\uba74 \uc5b4\ub5a4 \uc774\uc810\uc774 \uc788\ub098\uc694? <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>LangChain\uc744 \uc0ac\uc6a9\ud558\uba74 \ubc29\ub300\ud55c \ubb38\uc11c \uceec\ub809\uc158\uc5d0\uc11c \uad00\ub828 \uc815\ubcf4\ub97c \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uac80\uc0c9\ud558\uc5ec \uc2dc\uac04\uc744 \uc808\uc57d\ud558\uace0 \uc0dd\uc0b0\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_does_LangChain_assist_in_streamlining_software_development_processes\"><\/span>LangChain\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub294 \ub370 \uc5b4\ub5bb\uac8c \ub3c4\uc6c0\uc774 \ub418\ub098\uc694? <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>\ub7ad\uccb4\uc778 \uae30\ubc18 \ucf54\ub529 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub294 \uc9c0\ub2a5\ud615 \ucf54\ub4dc \uc81c\uc548\uc744 \uc81c\uacf5\ud558\uace0 \ub514\ubc84\uae45\uc744 \uc9c0\uc6d0\ud558\uba70 \uac1c\ubc1c\uc790\uac00 \ub354 \uae54\ub054\ud558\uace0 \ud6a8\uc728\uc801\uc778 \ucf54\ub4dc\ub97c \uc791\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640 \uac1c\ubc1c\uc790 \uc0dd\uc0b0\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_makes_LangChain_unique_in_its_ability_to_integrate_large_language_models_with_enterprise_data\"><\/span>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130\uc640 \ud1b5\ud569\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc5d0\uc11c LangChain\uc774 \ud2b9\ubcc4\ud55c \uc774\uc720\ub294 \ubb34\uc5c7\uc778\uac00\uc694? <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>LangChain\uc740 \uae30\uc5c5 \ub370\uc774\ud130\ub97c \uc778\ub371\uc2f1\ud558\uace0 \uc5b8\uc5b4 \ubaa8\ub378\uc5d0 \ub178\ucd9c\ud558\ub294 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud558\uc5ec \uc870\uc9c1\uc758 \ud544\uc694\uc5d0 \ub9de\ub294 \uc0c1\ud669\uc5d0 \ub9de\ub294 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uacfc\ubb3c\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4.<\/p>\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Why_should_enterprises_consider_adopting_LangChain_for_their_AI_needs\"><\/span>\uae30\uc5c5\uc774 AI \uc694\uad6c\uc0ac\ud56d\uc744 \uc704\ud574 \ub7ad\uccb4\uc778 \ub3c4\uc785\uc744 \uace0\ub824\ud574\uc57c \ud558\ub294 \uc774\uc720\ub294 \ubb34\uc5c7\uc778\uac00\uc694? <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n<p>LangChain\uc740 \ubcf5\uc7a1\ud55c \ube44\uc988\ub2c8\uc2a4 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uace0 \ud601\uc2e0\uc744 \uc8fc\ub3c4\ud558\ub294 \ub370 \uc788\uc5b4 AI\uc758 \uc7a0\uc7ac\ub825\uc744 \uc2e4\ud604\ud558\ub294 \ub9de\ucda4\ud615 AI \uc194\ub8e8\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c \uc720\uc5f0\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc544\ud0a4\ud14d\ucc98\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>Enterprises face numerous challenges in leveraging artificial intelligence (AI) to streamline operations and improve customer experiences. LangChain, an innovative framework designed to interact with large language models (LLMs), offers a powerful solution to these challenges. By enabling enterprises to build applications that integrate LLMs with their existing data sources and systems, LangChain empowers businesses to [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":11938,"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-11054","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>5 Enterprise Problems you can Solve with LangChain - Skim AI<\/title>\n<meta name=\"description\" content=\"Solve Enterprise Challenges with LangChain AI Framework. Discover how LangChain empowers businesses to enhance customer support, streamline software development, and integrate large language models with enterprise data. Learn about its powerful solutions for document summarization, enterprise search, and question-answering systems. Unlock AI&#039;s potential to drive efficiency, productivity, and innovation.\" \/>\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\/\ub7ad\uccb4\uc778\uc73c\ub85c-\ud574\uacb0\ud560-\uc218-\uc788\ub294-5\uac00\uc9c0-\uae30\uc5c5-\ubb38\uc81c\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"5 Enterprise Problems you can Solve with LangChain - Skim AI\" \/>\n<meta property=\"og:description\" content=\"Solve Enterprise Challenges with LangChain AI Framework. 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