{"id":11658,"date":"2024-06-11T17:08:25","date_gmt":"2024-06-11T22:08:25","guid":{"rendered":"http:\/\/skimai.com\/?p=11658"},"modified":"2024-06-11T17:08:25","modified_gmt":"2024-06-11T22:08:25","slug":"%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4%ec%a6%88-ai-%eb%aa%a8%eb%b2%94-%ec%82%ac%eb%a1%80%eb%a5%bc-%ec%9c%84%ed%95%9c-%eb%9e%ad%ec%b2%b4%ec%9d%b8-%ec%82%ac%ec%9a%a9-%ec%82%ac%eb%a1%80-%ec%9d%bc","status":"publish","type":"post","link":"https:\/\/skimai.com\/ko\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/","title":{"rendered":"\uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\ub97c \uc704\ud55c LangChain \uc0ac\uc6a9 \uc0ac\ub840 + \ubaa8\ubc94 \uc0ac\ub840 + \uc77c\ubc18\uc801\uc778 \uc2e4\uc218 \ubc0f \uacfc\uc81c\ub97c \ud53c\ud558\ub294 \ubc29\ubc95 - AI&amp;YOU #57"},"content":{"rendered":"<p><strong>\uc5c5\uacc4 \uc0ac\uc6a9 \uc0ac\ub840:<\/strong> \uc0c1\uc7a5 \ud22c\uc790 \ub9ac\uc11c\uce58 \ud68c\uc0ac\uc778 \ubaa8\ub2dd\uc2a4\ud0c0\ub294 \uc560\ub110\ub9ac\uc2a4\ud2b8\ub4e4\uc5d0\uac8c \uac1c\uc778\ud654\ub41c \ud22c\uc790 \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uae30 \uc704\ud574 LangChain\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub2dd\uc2a4\ud0c0 \uc778\ud154\ub9ac\uc804\uc2a4 \uc5d4\uc9c4\uc744 \uad6c\ucd95\ud588\uc2b5\ub2c8\ub2e4. \ubaa8\ub2dd\uc2a4\ud0c0\ub294 \uace0\uac1d\uc774 \uc790\uc5f0\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubaa8\ub2dd\uc2a4\ud0c0\uc758 \ubc29\ub300\ud55c \ub9ac\uc11c\uce58 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ucffc\ub9ac\ud558\uc5ec \uac04\uacb0\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc2e0\uc18d\ud558\uac8c \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \ubaa8\ub77c\ub294 \ucc57\ubd07\uc744 \uac1c\ubc1c\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\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><strong>\uc774\ubc88 \uc8fc AI&amp;YOU\uc5d0\uc11c\ub294 \uc800\ud76c\uac00 \ubc1c\ud589\ud55c \uc138 \uac1c\uc758 \ube14\ub85c\uadf8\uc5d0\uc11c \uc5bb\uc740 \uc778\uc0ac\uc774\ud2b8\ub97c \uc0b4\ud3b4\ubcf4\uace0\uc790 \ud569\ub2c8\ub2e4:<\/strong><\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/%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-%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4%ec%a6%88-ai-%eb%ac%b8%ec%a0%9c\/\">\ub7ad\uccb4\uc778\uc73c\ub85c \ud574\uacb0\ud560 \uc218 \uc788\ub294 5\uac00\uc9c0 \uae30\uc5c5 \ubb38\uc81c<\/a><\/p><\/li><li><p><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-%eb%9e%ad%ec%b2%b4%ec%9d%b8-%ed%86%b5%ed%95%a9%ec%9d%84-%ec%82%ac%ec%9a%a9%ed%95%98%ea%b8%b0-%ec%9c%84%ed%95%9c-5%ea%b0%80%ec%a7%80\/\">LangChain \uc0ac\uc6a9 \ubc0f \ud1b5\ud569\uc744 \uc704\ud55c 5\uac00\uc9c0 \ubaa8\ubc94 \uc0ac\ub840<\/a><\/p><\/li><li><p><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/%eb%9e%ad%ec%b2%b4%ec%9d%b8-%ea%b5%ac%ed%98%84-%ec%8b%a4%ec%88%98-5%ea%b0%80%ec%a7%80-%ea%b3%bc%ec%a0%9c\/\">\ub7ad\uccb4\uc778\uc758 5\uac00\uc9c0 \uc2e4\uc218\uc640 \uacfc\uc81c<\/a><\/p><\/li>\n<\/ul>\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\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#LangChain_use_cases_best_practices_and_common_mistakes_and_challenges_%E2%80%93_AI_YOU_57\" >LangChain \uc0ac\uc6a9 \uc0ac\ub840, \ubaa8\ubc94 \uc0ac\ub840, \uc77c\ubc18\uc801\uc778 \uc2e4\uc218 \ubc0f \uacfc\uc81c - AI&amp;YOU #57<\/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\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#%E2%9D%8C_Problem_1_Inefficient_Customer_Support\" >\ubb38\uc81c 1: \ube44\ud6a8\uc728\uc801\uc778 \uace0\uac1d \uc9c0\uc6d0<\/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\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#%E2%9C%85_Solution_Implementing_LangChain-powered_chatbots\" >\u2705 \uc194\ub8e8\uc158: \ub7ad\uccb4\uc778 \uae30\ubc18 \ucc57\ubd07 \uad6c\ud604\ud558\uae30<\/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\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#%E2%9D%8C_Problem_2_Difficulty_in_Accessing_Enterprise_Knowledge\" >\ubb38\uc81c 2: \uae30\uc5c5 \uc9c0\uc2dd\uc5d0 \ub300\ud55c \uc811\uadfc\uc758 \uc5b4\ub824\uc6c0<\/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\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#%E2%9C%85_Solution_Building_enterprise_search_and_question-answering_systems_with_LangChain\" >\u2705 \uc194\ub8e8\uc158: LangChain\uc73c\ub85c \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uac80\uc0c9 \ubc0f \uc9c8\ubb38 \ub2f5\ubcc0 \uc2dc\uc2a4\ud15c \uad6c\ucd95<\/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\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#%E2%9D%8C_Problem_3_Information_Overload_from_Lengthy_Documents\" >\ubb38\uc81c 3: \uae34 \ubb38\uc11c\ub85c \uc778\ud55c \uc815\ubcf4 \uacfc\ubd80\ud558<\/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\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#%E2%9C%85_Solution_Utilizing_LangChain_for_document_summarization\" >\u2705 \uc194\ub8e8\uc158: \ubb38\uc11c \uc694\uc57d\uc5d0 LangChain \ud65c\uc6a9<\/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\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#%E2%9D%8C_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><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/skimai.com\/ko\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#%E2%9C%85_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><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\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#%E2%9D%8C_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><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/skimai.com\/ko\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#%E2%9C%85_Solution_Connecting_LLMs_to_enterprise_data_using_LangChain\" >\u2705 \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><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\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#5_Best_Practices_for_Using_and_Integrating_LangChain\" >LangChain \uc0ac\uc6a9 \ubc0f \ud1b5\ud569\uc744 \uc704\ud55c 5\uac00\uc9c0 \ubaa8\ubc94 \uc0ac\ub840<\/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\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#1%EF%B8%8F%E2%83%A3_Leverage_Custom_Embeddings_for_Optimal_Performance\" >1\ufe0f\u20e3 \ucd5c\uc801\uc758 \uc131\ub2a5\uc744 \uc704\ud55c \ub9de\ucda4\ud615 \uc784\ubca0\ub529 \ud65c\uc6a9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/skimai.com\/ko\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#2%EF%B8%8F%E2%83%A3_Implement_Robust_Error_Handling_Mechanisms\" >2\ufe0f\u20e3 \uac15\ub825\ud55c \uc624\ub958 \ucc98\ub9ac \uba54\ucee4\ub2c8\uc998 \uad6c\ud604\ud558\uae30<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/skimai.com\/ko\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#3%EF%B8%8F%E2%83%A3_Embrace_Modularity_and_Reusability_in_Component_Design\" >3\ufe0f\u20e3 \ucef4\ud3ec\ub10c\ud2b8 \uc124\uacc4\uc5d0\uc11c \ubaa8\ub4c8\uc131\uacfc \uc7ac\uc0ac\uc6a9\uc131 \uc218\uc6a9\ud558\uae30<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/skimai.com\/ko\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#4%EF%B8%8F%E2%83%A3_Curate_Diverse_and_Relevant_Examples_for_Extraction_Tasks\" >4\ufe0f\u20e3 \ucd94\ucd9c \uc791\uc5c5\uc5d0 \ub300\ud55c \ub2e4\uc591\ud558\uace0 \uad00\ub828\uc131 \uc788\ub294 \uc608\uc81c \ud050\ub808\uc774\uc158<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/skimai.com\/ko\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#5%EF%B8%8F%E2%83%A3_Using_LangChains_Debugging_Capabilities_for_Optimization\" >5\ufe0f\u20e3 \ucd5c\uc801\ud654\ub97c \uc704\ud574 LangChain\uc758 \ub514\ubc84\uae45 \uae30\ub2a5 \uc0ac\uc6a9\ud558\uae30<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/skimai.com\/ko\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#Top_5_LangChain_Mistakes_and_Challenges\" >\ub7ad\uccb4\uc778\uc758 5\uac00\uc9c0 \uc2e4\uc218\uc640 \uacfc\uc81c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/skimai.com\/ko\/langchain-use-cases-for-enterprise-ai-best-practices-how-to-avoid-common-mistakes-challenges-aiyou-57\/#Thank_you_for_taking_the_time_to_read_AI_YOU\" >\uc2dc\uac04\uc744 \ub0b4\uc5b4 AI &amp; YOU\ub97c \uc77d\uc5b4\uc8fc\uc154\uc11c \uac10\uc0ac\ud569\ub2c8\ub2e4!<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LangChain_use_cases_best_practices_and_common_mistakes_and_challenges_%E2%80%93_AI_YOU_57\"><\/span><strong>LangChain \uc0ac\uc6a9 \uc0ac\ub840, \ubaa8\ubc94 \uc0ac\ub840, \uc77c\ubc18\uc801\uc778 \uc2e4\uc218 \ubc0f \uacfc\uc81c - AI&amp;YOU #57<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc774\ubc88 \ub7ad\uccb4\uc778 \ud3b8\uc5d0\uc11c\ub294 \ub7ad\uccb4\uc778 \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\ubd05\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%9D%8C_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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%9C%85_Solution_Implementing_LangChain-powered_chatbots\"><\/span>\u2705 \uc194\ub8e8\uc158: \ub7ad\uccb4\uc778 \uae30\ubc18 \ucc57\ubd07 \uad6c\ud604\ud558\uae30<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>LangChain\uc744 \ud1b5\ud574 \uae30\uc5c5\uc740 \uace0\uac1d \ubb38\uc758\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\ub294 \uc9c0\ub2a5\ud615 \ucc57\ubd07\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ucc57\ubd07\uc740 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud558\uc5ec \uc790\uc5f0\uc2a4\ub7ec\uc6b4 \ub300\ud654 \ubc29\uc2dd\uc73c\ub85c \uc0c1\ud669\uc5d0 \ub9de\ub294 \uc815\ud655\ud55c \uc751\ub2f5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. LangChain\uc758 \uba54\ubaa8\ub9ac \ubaa8\ub4c8\uc740 \ucc57\ubd07\uc774 \uc0c1\ud638\uc791\uc6a9 \uc804\ubc18\uc5d0 \uac78\uccd0 \ucee8\ud14d\uc2a4\ud2b8\ub97c \uc720\uc9c0\ud558\uc5ec \uac1c\uc778\ud654\ub41c \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub300\uae30 \uc2dc\uac04\uc774 \ub2e8\ucd95\ub418\uace0 \uace0\uac1d \ub9cc\uc871\ub3c4\uac00 \ud5a5\uc0c1\ub418\uba70, \uc778\uac04 \uc0c1\ub2f4\uc6d0\uc740 \ubcf5\uc7a1\ud55c \ubb38\uc81c\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%9D%8C_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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%9C%85_Solution_Building_enterprise_search_and_question-answering_systems_with_LangChain\"><\/span>\u2705 \uc194\ub8e8\uc158: LangChain\uc73c\ub85c \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uac80\uc0c9 \ubc0f \uc9c8\ubb38 \ub2f5\ubcc0 \uc2dc\uc2a4\ud15c \uad6c\ucd95<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\uc5d0 \ud769\uc5b4\uc838 \uc788\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. LangChain\uc740 \uc774\ub7ec\ud55c \uc9c0\uc2dd\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub294 \uac80\uc0c9 \ubc0f \uc9c8\ubb38 \ub2f5\ubcc0 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubb38\uc11c\ub97c \ubca1\ud130 \uc784\ubca0\ub529\uc73c\ub85c \uc778\ucf54\ub529\ud558\uace0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \uc800\uc7a5\ud568\uc73c\ub85c\uc368 LangChain\uc740 \uc0ac\uc6a9\uc790 \ucffc\ub9ac\ub97c \uae30\ubc18\uc73c\ub85c \uad00\ub828 \uc815\ubcf4\ub97c \ube60\ub974\uac8c \uac80\uc0c9\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774\ub294 \uc9c0\uc2dd \uacf5\uc720\ub97c \ucd09\uc9c4\ud558\uace0 \uc0dd\uc0b0\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uba70 \ub354 \ub098\uc740 \uc758\uc0ac \uacb0\uc815\uc73c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%9D%8C_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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%9C%85_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><\/h2>\n\n\n<p>\uae34 \ubb38\uc11c\ub294 \uc18c\ud654\ud558\ub294 \ub370 \ub9ce\uc740 \uc2dc\uac04\uc774 \uc18c\uc694\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. LangChain\uc740 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uacfc \uba38\uc2e0 \ub7ec\ub2dd\uc744 \uc0ac\uc6a9\ud574 \ubb38\uc11c \uc694\uc57d \uae30\ub2a5\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc18c\uc2a4 \ucf58\ud150\uce20\uc5d0 \uae30\ubc18\ud558\uc5ec \ud575\uc2ec \uc778\uc0ac\uc774\ud2b8\ub97c \ud3ec\ucc29\ud558\ub294 \uac04\uacb0\ud558\uace0 \uc77c\uad00\ub41c \uc694\uc57d\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \uc694\uc57d \uccb4\uc778\uc744 \ud1b5\ud574 \ud2b9\uc815 \uc694\uad6c\uc0ac\ud56d\uc5d0 \ub9de\uac8c \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc2dc\uac04\uc744 \uc808\uc57d\ud558\uace0 \uc815\ubcf4 \uacfc\ubd80\ud558\ub97c \uc904\uc774\uba70 \uc9c1\uc6d0\ub4e4\uc774 \uc8fc\uc694 \uc544\uc774\ub514\uc5b4\ub97c \ube60\ub974\uac8c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%9D%8C_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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%9C%85_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><\/h2>\n\n\n<p>\ub7ad\uccb4\uc778\uc740 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uac1c\ubc1c\uc744 \uac04\uc18c\ud654\ud558\ub294 AI \uae30\ubc18 \ucf54\ub529 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774 \uc5b4\uc2dc\uc2a4\ud134\ud2b8\ub294 \ucf54\ub4dc \uc800\uc7a5\uc18c\ub97c \ubd84\uc11d\ud558\uc5ec \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud558\uace0, \ucd5c\uc801\ud654\ub97c \uc81c\uc548\ud558\uba70, \ucf54\ub4dc \ud488\uc9c8\uc5d0 \ub300\ud55c \uc2e4\uc2dc\uac04 \ud53c\ub4dc\ubc31\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc5b8\uc5b4 \ubaa8\ub378\uacfc\uc758 \ud1b5\ud569\uc73c\ub85c \uc9c0\ub2a5\uc801\uc778 \ucf54\ub4dc \uc81c\uc548, \uc0dd\uc131 \ubc0f \uc0c1\ud669\uc5d0 \ub9de\ub294 \ubb38\uc11c\ud654\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac1c\ubc1c \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uace0 \uc624\ub958\ub97c \uc870\uae30\uc5d0 \ubc1c\uacac\ud558\uba70 \uac1c\ubc1c\uc790\ub294 \ub354 \ub192\uc740 \uc218\uc900\uc758 \ubb38\uc81c \ud574\uacb0\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%9D%8C_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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E2%9C%85_Solution_Connecting_LLMs_to_enterprise_data_using_LangChain\"><\/span>\u2705 \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><\/h2>\n\n\n<p>LangChain\uc740 LLM\uacfc \uae30\uc5c5 \ub370\uc774\ud130 \uac04\uc758 \uaca9\ucc28\ub97c \ud574\uc18c\ud569\ub2c8\ub2e4. \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \uc778\ub371\uc2f1\ud558\uace0 \ub2e4\uc74c\uc744 \ud1b5\ud574 LLM\uc5d0 \ub178\ucd9c\ud568\uc73c\ub85c\uc368 <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 \uc0dd\uc131(RAG)<\/a>\ub7ad\uccb4\uc778\uc740 \ub3c5\uc810 \ub370\uc774\ud130\uc5d0 \uae30\ubc18\ud55c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uacfc\ubb3c\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc804\ubb38\ud654\ub41c \uc9c8\uc758\uc751\ub2f5 \uc2dc\uc2a4\ud15c, \ubb38\uc11c \ubd84\uc11d \ub3c4\uad6c, \ub3c4\uba54\uc778\ubcc4 \ucf58\ud150\uce20 \uc0dd\uc131 \ub4f1\uc758 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc9c0\uc6d0\ud558\uc5ec LLM\uc758 \uace0\uae09 \uc790\uc5f0\uc5b4 \uae30\ub2a5\uacfc \uacb0\ud569\ub41c \uae30\uc5c5 \ub370\uc774\ud130\uc758 \uac00\uce58\ub97c \uc2e4\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Best_Practices_for_Using_and_Integrating_LangChain\"><\/span>LangChain \uc0ac\uc6a9 \ubc0f \ud1b5\ud569\uc744 \uc704\ud55c 5\uac00\uc9c0 \ubaa8\ubc94 \uc0ac\ub840<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ub354 \ub9ce\uc740 \uac1c\ubc1c\uc790\uc640 \uae30\uc5c5\uc774 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud574 LangChain\uc744 \ub3c4\uc785\ud568\uc5d0 \ub530\ub77c, \uc6d0\ud65c\ud55c \ud1b5\ud569, \ucd5c\uc801\uc758 \uc131\ub2a5, \uc720\uc9c0\ubcf4\uc218 \uac00\ub2a5\ud55c \ucf54\ub4dc\ub97c \ubcf4\uc7a5\ud558\ub294 \ubaa8\ubc94 \uc0ac\ub840\ub97c \ub530\ub974\ub294 \uac83\uc774 \uc911\uc694\ud574\uc84c\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1%EF%B8%8F%E2%83%A3_Leverage_Custom_Embeddings_for_Optimal_Performance\"><\/span>1\ufe0f\u20e3 \ucd5c\uc801\uc758 \uc131\ub2a5\uc744 \uc704\ud55c \ub9de\ucda4\ud615 \uc784\ubca0\ub529 \ud65c\uc6a9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ud2b9\uc815 \ub3c4\uba54\uc778 \ubc0f \ub370\uc774\ud130\uc5d0 \ub9de\ucd98 \ub9de\ucda4\ud615 \uc784\ubca0\ub529\uc740 LangChain \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \uac80\uc0c9\ub41c \uc815\ubcf4\uc758 \uad00\ub828\uc131\uacfc \uc815\ud655\uc131\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc5c5 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c \uc784\ubca0\ub529\uc744 \ubbf8\uc138 \uc870\uc815\ud568\uc73c\ub85c\uc368 \ud14d\uc2a4\ud2b8\uc5d0 \uc874\uc7ac\ud558\ub294 \uace0\uc720\ud55c \ub258\uc559\uc2a4, \uad00\uacc4, \uc758\ubbf8\ub97c \ud3ec\ucc29\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc720\uc0ac\ub3c4 \uac80\uc0c9, \uc815\ubcf4 \uac80\uc0c9, \uc9c8\ubb38 \ub2f5\ubcc0\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0\uc11c \ub354 \ub098\uc740 \uc131\ub2a5\uc73c\ub85c \uc774\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc784\ubca0\ub529\uc744 \uc0dd\uc131\ud558\ub824\uba74 \ub2e4\uc74c\uacfc \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\uc640 LangChain\uc758 \ud1b5\ud569\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <a rel=\"noopener noreferrer\" href=\"https:\/\/www.sbert.net\/\">\ubb38\uc7a5 \ud2b8\ub79c\uc2a4\ud3ec\uba38<\/a> \ub610\ub294 \ud5c8\uae45 \ud398\uc774\uc2a4\uc758 \ud2b8\ub79c\uc2a4\ud3ec\uba38. \uc774\ub7ec\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 \uc790\uccb4 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc784\ubca0\ub529\uc744 \ud6c8\ub828\ud558\uae30 \uc704\ud55c \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 API\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc784\ubca0\ub529\uc744 \ubbf8\uc138 \uc870\uc815\ud558\ub294 \ub370 \uc2dc\uac04\uc744 \ud22c\uc790\ud558\uba74 LangChain \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud488\uc9c8\uc744 \ud06c\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \uc0ac\uc6a9\uc790\uc5d0\uac8c \ubcf4\ub2e4 \uad00\ub828\uc131 \ub192\uc740 \uacb0\uacfc\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2%EF%B8%8F%E2%83%A3_Implement_Robust_Error_Handling_Mechanisms\"><\/span>2\ufe0f\u20e3 \uac15\ub825\ud55c \uc624\ub958 \ucc98\ub9ac \uba54\ucee4\ub2c8\uc998 \uad6c\ud604\ud558\uae30<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uac15\ub825\ud55c \uc624\ub958 \ucc98\ub9ac\ub294 LangChain \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc548\uc815\uc131\uacfc \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc720\uc9c0\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uccb4\uc778 \ubc0f \uc5d0\uc774\uc804\ud2b8\uc640 \uac19\uc740 LangChain \uad6c\uc131 \uc694\uc18c\ub85c \uc791\uc5c5\ud560 \ub54c\ub294 \ud638\ucd9c\uc744 \uc2dc\ub3c4\/\uc608\uc678 \ube14\ub85d\uc73c\ub85c \ub798\ud551\ud558\uc5ec \uc608\uc678\ub97c \uc6b0\uc544\ud558\uac8c \ud3ec\ucc29\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \uc608\uae30\uce58 \uc54a\uc740 \ucda9\ub3cc\uc744 \ubc29\uc9c0\ud558\uace0 \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc758\ubbf8 \uc788\ub294 \uc624\ub958 \uba54\uc2dc\uc9c0\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ud3f4\ubc31 \ub3d9\uc791\uc744 \uad6c\ud604\ud558\uba74 \ud2b9\uc815 \ucef4\ud3ec\ub10c\ud2b8\uc5d0 \uc624\ub958\uac00 \ubc1c\uc0dd\ud558\ub354\ub77c\ub3c4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uacc4\uc18d \uc791\ub3d9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc7a0\uc7ac\uc801\uc778 \uc608\uc678\ub97c \uc0ac\uc804\uc5d0 \ud574\uacb0\ud558\uace0 \uc624\ub958\uc5d0 \ub300\ud574 \uba85\ud655\ud558\uac8c \ucee4\ubba4\ub2c8\ucf00\uc774\uc158\ud568\uc73c\ub85c\uc368 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ub300\ud55c \uc2e0\ub8b0\uc640 \uc548\uc815\uc131\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \uc624\ub958\ub85c\ubd80\ud130 \uc6d0\ud65c\ud558\uac8c \ubcf5\uad6c\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \ud1b5\ud574 \uc804\ubc18\uc801\uc778 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3%EF%B8%8F%E2%83%A3_Embrace_Modularity_and_Reusability_in_Component_Design\"><\/span>3\ufe0f\u20e3 \ucef4\ud3ec\ub10c\ud2b8 \uc124\uacc4\uc5d0\uc11c \ubaa8\ub4c8\uc131\uacfc \uc7ac\uc0ac\uc6a9\uc131 \uc218\uc6a9\ud558\uae30<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc791\uace0 \uc9d1\uc911\uc801\uc774\uba70 \uc7ac\uc0ac\uc6a9 \uac00\ub2a5\ud55c \uad6c\uc131 \uc694\uc18c\ub97c \uc124\uacc4\ud558\uc5ec LangChain\uc758 \ubaa8\ub4c8\ud615 \uc544\ud0a4\ud14d\ucc98\ub97c \ud65c\uc6a9\ud558\uba74 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\uc5d0 \ud070 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\uc815 \uae30\ub2a5\uc744 \ucea1\uc290\ud654\ud558\ub294 \ubaa8\ub4c8\uc2dd \ub2e8\uc704\ub97c \uc0dd\uc131\ud558\uba74 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc5ec\ub7ec \ubd80\ubd84\uc5d0\uc11c \uc27d\uac8c \uc7ac\uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \uc804\uccb4 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \uc8fc\uc9c0 \uc54a\uace0 \uac1c\ubcc4 \uad6c\uc131 \uc694\uc18c\ub97c \uc5c5\ub370\uc774\ud2b8\ud558\uace0 \uc218\uc815\ud558\ub294 \uac83\uc774 \uac04\ub2e8\ud574\uc9c0\ubbc0\ub85c \ucf54\ub4dc \uc720\uc9c0 \uad00\ub9ac\uac00 \uc6a9\uc774\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub610\ud55c \ubaa8\ub4c8\uc2dd \ucef4\ud3ec\ub10c\ud2b8 \uc124\uacc4\ub294 \ud300\uc6d0 \uac04\uc758 \ud611\uc5c5\uc744 \ub354\uc6b1 \uc6d0\ud65c\ud558\uac8c \ud574\uc90d\ub2c8\ub2e4. \uc11c\ub85c \ub2e4\ub978 \uac1c\ubc1c\uc790\uac00 \uac1c\ubcc4 \ucef4\ud3ec\ub10c\ud2b8\ub97c \ub3d9\uc2dc\uc5d0 \uc791\uc5c5\ud560 \uc218 \uc788\uc73c\uba70, \ub098\uc911\uc5d0 \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcd1\ub82c \uac1c\ubc1c \uc811\uadfc \ubc29\uc2dd\uc740 \uc804\uccb4 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \uac00\uc18d\ud654\ud558\uace0 \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc778 \ub9ac\uc18c\uc2a4 \ud560\ub2f9\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. LangChain\uc758 \ube4c\ub529 \ube14\ub85d\uc744 \ud65c\uc6a9\ud558\uace0 \uc790\uccb4 \ubaa8\ub4c8\uc2dd \uc720\ub2db\uc744 \uc124\uacc4\ud558\uba74 \ucf54\ub4dc\ubca0\uc774\uc2a4\ub97c \uccb4\uacc4\uc801\uc774\uace0 \uc720\uc9c0\ubcf4\uc218 \uac00\ub2a5\ud558\uac8c \uc720\uc9c0\ud558\uba74\uc11c \ubcf5\uc7a1\ud55c \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4%EF%B8%8F%E2%83%A3_Curate_Diverse_and_Relevant_Examples_for_Extraction_Tasks\"><\/span>4\ufe0f\u20e3 \ucd94\ucd9c \uc791\uc5c5\uc5d0 \ub300\ud55c \ub2e4\uc591\ud558\uace0 \uad00\ub828\uc131 \uc788\ub294 \uc608\uc81c \ud050\ub808\uc774\uc158<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ub2e4\uc591\ud55c \uad00\ub828 \uc608\uc2dc\ub97c \ud050\ub808\uc774\ud305\ud558\ub294 \uac83\uc740 LangChain\uc744 \uc0ac\uc6a9\ud574 \uc815\ud655\ud558\uace0 \ud3ec\uad04\uc801\uc778 \uc815\ubcf4 \ucd94\ucd9c\uc744 \ub2ec\uc131\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uad11\ubc94\uc704\ud55c \uc2dc\ub098\ub9ac\uc624\uc640 \uc5e3\uc9c0 \ucf00\uc774\uc2a4\ub97c \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uc5b8\uc5b4 \ubaa8\ub378\uc774 \ub370\uc774\ud130\uc5d0 \uc874\uc7ac\ud558\ub294 \ub2e4\uc591\ud55c \ud328\ud134, \uad6c\uc870 \ubc0f \ub258\uc559\uc2a4\ub97c \ud559\uc2b5\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubaa8\ub378\uc774 \ubcf4\uc774\uc9c0 \uc54a\ub294 \uc785\ub825\uc5d0 \ub300\ud574\uc11c\ub3c4 \uc798 \uc77c\ubc18\ud654\ud558\uace0 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \ub354\uc6b1 \uc815\ubc00\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ud6a8\uacfc\uc801\uc778 \uc608\uc81c\ub97c \uc120\ubcc4\ud558\ub824\uba74 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \uc720\ud615\uc758 \uc785\ub825, \ud615\uc2dd \ubc0f \ubcc0\ud615\uc744 \ub098\ud0c0\ub0b4\ub294 \uad11\ubc94\uc704\ud55c \uc2dc\ub098\ub9ac\uc624\ub97c \ub2e4\ub8e8\uc138\uc694. \ubaa8\ub378\uc774 \ube44\uc815\uc0c1\uc801\uc774\uac70\ub098 \uae4c\ub2e4\ub85c\uc6b4 \uc2dc\ub098\ub9ac\uc624\ub97c \uc6d0\ud65c\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uc5e3\uc9c0 \ucf00\uc774\uc2a4\ub97c \ud3ec\ud568\ud558\uc138\uc694.<\/p>\n\n\n<p>\uc785\ub825 \ucffc\ub9ac\ub97c \uae30\ubc18\uc73c\ub85c \uac00\uc7a5 \uad00\ub828\uc131\uc774 \ub192\uc740 \uc608\ubb38\uc744 \ub3d9\uc801\uc73c\ub85c \uac00\uc838\uc624\ub294 LangChain\uc758 \ub9ac\ud2b8\ub9ac\ubc84 \uad6c\uc131 \uc694\uc18c\ub97c \ud65c\uc6a9\ud558\uba74 \ucd94\ucd9c\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uc608\ubb38\uc774 \ud56d\uc0c1 \ub2f9\uba74\ud55c \uc791\uc5c5\uacfc \uad00\ub828\uc774 \uc788\ub3c4\ub85d \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc591\ud558\uace0 \uad00\ub828\uc131 \ub192\uc740 \uc608\uc81c\ub4e4\uc744 \uc120\ubcc4\ud558\ub294 \ub370 \uc2dc\uac04\uc744 \ud22c\uc790\ud558\uba74 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uacac\uace0\ud55c \uae30\ubc18\uc774 \ub418\uc5b4 \uc815\ud655\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uacb0\uacfc\ub97c \uc77c\uad00\ub418\uac8c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5%EF%B8%8F%E2%83%A3_Using_LangChains_Debugging_Capabilities_for_Optimization\"><\/span>5\ufe0f\u20e3 \ucd5c\uc801\ud654\ub97c \uc704\ud574 LangChain\uc758 \ub514\ubc84\uae45 \uae30\ub2a5 \uc0ac\uc6a9\ud558\uae30<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>LangChain\uc758 \uac15\ub825\ud55c \ub514\ubc84\uae45 \uae30\ub2a5, \uc608\ub97c \ub4e4\uc5b4 <strong>set_debug()<\/strong> \uba54\uc11c\ub4dc\ub97c \uc0ac\uc6a9\ud558\uba74 \uac1c\ubc1c \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\uace0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ub3d9\uc791\uc744 \ucd5c\uc801\ud654\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub514\ubc84\uadf8 \ubaa8\ub4dc\ub97c \ud65c\uc131\ud654\ud558\uba74 \uac01 \ub2e8\uacc4\uc758 \uc785\ub825 \ubc0f \ucd9c\ub825\uc744 \ud3ec\ud568\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ub0b4\ubd80 \uc791\ub3d9\uc5d0 \ub300\ud55c \uc138\ubd84\ud654\ub41c \ub85c\uae45\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc138\ubd80\uc801\uc778 \uc778\uc0ac\uc774\ud2b8\ub97c \ud1b5\ud574 \ubcd1\ubaa9 \ud604\uc0c1\uc744 \ud30c\uc545\ud558\uace0, \ud504\ub86c\ud504\ud2b8\ub97c \ucd5c\uc801\ud654\ud558\uba70, \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uac10\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>LangChain\uc758 \ub514\ubc84\uae45 \uae30\ub2a5\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud558\uae30 \uc704\ud574\uc11c\ub294 <strong>set_debug()<\/strong> \uba54\uc11c\ub4dc\ub97c \uc120\ud0dd\uc801\uc73c\ub85c \uc0ac\uc6a9\ud558\uc5ec \ud2b9\ud788 \ud504\ub85c\ub355\uc158 \ud658\uacbd\uc5d0\uc11c \uacfc\ub3c4\ud55c \ub85c\uae45 \uc624\ubc84\ud5e4\ub4dc\ub97c \ubc29\uc9c0\ud558\uc138\uc694. \uc785\ucd9c\ub825 \ud750\ub984, \ud504\ub86c\ud504\ud2b8 \ud6a8\uacfc, \uad6c\uc131 \uc694\uc18c \uc0c1\ud638 \uc791\uc6a9\uacfc \uac19\uc740 \uc8fc\uc694 \uce21\uba74\uc5d0 \ucd08\uc810\uc744 \ub9de\ucdb0 \ub514\ubc84\uae45 \ub85c\uadf8\ub97c \ubd84\uc11d\ud558\ub294 \uad6c\uc870\ud654\ub41c \uc811\uadfc \ubc29\uc2dd\uc744 \uac1c\ubc1c\ud558\uc138\uc694. \ub514\ubc84\uae45\uc744 \ud1b5\ud574 \uc5bb\uc740 \uc778\uc0ac\uc774\ud2b8\ub97c \ud65c\uc6a9\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc131\ub2a5, \uc2e0\uc18d\ud55c \ud488\uc9c8 \ubc0f \uc804\ubc18\uc801\uc778 \ub3d9\uc791\uc744 \ubc18\ubcf5\uc801\uc73c\ub85c \uac1c\uc120\ud558\uc138\uc694.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Top_5_LangChain_Mistakes_and_Challenges\"><\/span>\ub7ad\uccb4\uc778\uc758 5\uac00\uc9c0 \uc2e4\uc218\uc640 \uacfc\uc81c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ub2e4\ub978 \uc2e0\uae30\uc220\uacfc \ub9c8\ucc2c\uac00\uc9c0\ub85c, LangChain\uc758 \uc131\uacf5\uc801\uc778 \uad6c\ud604\uacfc \uc0ac\uc6a9\uc744 \ubc29\ud574\ud560 \uc218 \uc788\ub294 \uc77c\ubc18\uc801\uc778 \uc2e4\uc218\uc640 \uc5b4\ub824\uc6c0\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>\uc544\ud0a4\ud14d\ucc98\uac00 \uc9c0\ub098\uce58\uac8c \ubcf5\uc7a1\ud574\uc9d1\ub2c8\ub2e4:<\/strong> \uccb4\uc778, \uc5d0\uc774\uc804\ud2b8, \ub3c4\uad6c \uc778\ud130\ud398\uc774\uc2a4\uc640 \uac19\uc740 LangChain\uc758 \ucd94\uc0c1\ud654\ub294 \uc2e0\uc911\ud558\uac8c \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uc744 \uacbd\uc6b0 \ubd88\ud544\uc694\ud55c \ubcf5\uc7a1\uc131\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucf5c\ubc31\uacfc \uac19\uc740 \uac1c\ub150\uc5d0 \ub300\ud55c \uae4a\uc740 \ud074\ub798\uc2a4 \uacc4\uce35 \uad6c\uc870\uc640 \ubd88\ubd84\uba85\ud55c \ubb38\uc11c\ub294 \uc0ac\uc6a9\uc790 \uc815\uc758 \uc791\uc5c5\uc744 \ubc29\ud574\ud558\uace0 \ub514\ubc84\uae45\uc744 \ub354 \uc5b4\ub835\uac8c \ub9cc\ub4e4\uba70 \uc720\uc9c0 \uad00\ub9ac\uc5d0 \uc601\ud5a5\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>\ubb38\uc11c\uc640 \uc608\uc2dc\ub97c \ubb34\uc2dc\ud569\ub2c8\ub2e4:<\/strong> LangChain\uc758 \ubb38\uc11c\ub294 \uc885\uc885 \uba85\ud655\uc131\uacfc \uae4a\uc774\uac00 \ubd80\uc871\ud558\uc5ec \uc8fc\uc694 \uac1c\ub150, \uae30\ubcf8 \ub9e4\uac1c\ubcc0\uc218 \ubc0f \uc608\uc0c1 \uc785\ub825\/\ucd9c\ub825\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uc124\uba85\uc744 \uc81c\uacf5\ud558\uc9c0 \ubabb\ud569\ub2c8\ub2e4. \uc81c\uacf5\ub418\ub294 \uc608\uc81c\ub294 \ub108\ubb34 \ub2e8\uc21c\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \ud604\uc2e4\uc758 \ubcf5\uc7a1\uc131\uc5d0 \uc801\uc808\ud788 \ub300\ube44\ud558\uc9c0 \ubabb\ud558\uc5ec \uc88c\uc808\uac10\uacfc \uc2dc\uac04 \ub0ad\ube44\ub97c \ucd08\ub798\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>\ubd88\uc77c\uce58 \ubc0f \uc228\uaca8\uc9c4 \ud589\ub3d9 \uac04\uacfc:<\/strong> LangChain\uc758 \uad6c\uc131 \uc694\uc18c\ub294 ConversationBufferMemory\uc640 ConversationChain \ubc0f AgentExecutor\uc758 \uc791\ub3d9 \ubc29\uc2dd\uc758 \ucc28\uc774 \ub610\ub294 \uc5ec\ub7ec \uccb4\uc778\uc5d0\uc11c \uc785\ub825 \ud615\uc2dd\uc758 \ubd88\uc77c\uce58 \ub4f1 \uba85\ud655\ud558\uac8c \ubb38\uc11c\ud654\ub418\uc9c0 \uc54a\uc740 \uc608\uc0c1\uce58 \ubabb\ud55c \ub610\ub294 \uc77c\uad00\ub418\uc9c0 \uc54a\uc740 \ub3d9\uc791\uc744 \ub098\ud0c0\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc228\uaca8\uc9c4 \ub3d9\uc791\uc740 \uc798\ubabb\ub41c \uac00\uc815, \uc798\ubabb\ub41c \uad6c\ud604, \uc2dd\ubcc4 \ubc0f \uc218\uc815\ud558\uae30 \uc5b4\ub824\uc6b4 \ubbf8\ubb18\ud55c \ubc84\uadf8\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\u274c <strong>\ud1b5\ud569 \uacfc\uc81c\ub97c \uacfc\uc18c\ud3c9\uac00\ud569\ub2c8\ub2e4:<\/strong> \uae30\uc874 \ucf54\ub4dc\ubca0\uc774\uc2a4, \ub3c4\uad6c, \uc6cc\ud06c\ud50c\ub85c\uc6b0\uc640 LangChain\uc744 \ud1b5\ud569\ud558\ub294 \uac83\uc740 \ud2b9\uc815 \ud328\ud134\uc5d0 \ub300\ud55c \uc758\uc874\uacfc \ub3c5\ub2e8\uc801\uc778 \uc124\uacc4\ub85c \uc778\ud574 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc720\ud615\uc758 \uc694\uccad, \uc751\ub2f5, \uc608\uc678\ub97c \ubcc0\ud658\ud558\uace0, LangChain \uac1d\uccb4\ub97c \uc9c1\ub82c\ud654 \ubc0f \uc5ed\uc9c1\ub82c\ud654\ud558\uace0, \uae00\ub85c\ubc8c \uc0c1\ud0dc \ubc0f \uc2f1\uae00\ud1a4\uc744 \ucc98\ub9ac\ud558\ub294 \uac83\uc740 \ubcf5\uc7a1\uc131\uacfc \uc7a0\uc7ac\uc801\uc778 \uc7a5\uc560 \uc9c0\uc810\uc744 \ucd94\uac00\ud558\uc5ec \ud504\ub85c\uc81d\ud2b8 \uc77c\uc815\uc744 \uc9c0\uc5f0\uc2dc\ud0a4\uace0 \uac1c\ubc1c \ube44\uc6a9\uc744 \uc99d\uac00\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>\u274c \uc131\ub2a5 \ubc0f \uc548\uc815\uc131 \uace0\ub824 \uc0ac\ud56d \ubb34\uc2dc:<\/strong> \ud504\ub85c\ub355\uc158 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c LangChain \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ucd5c\uc801\ud654\ud558\ub824\uba74 \uc131\ub2a5\uacfc \uc548\uc815\uc131 \uc694\uc18c\uc5d0 \uc138\uc2ec\ud55c \uc8fc\uc758\ub97c \uae30\uc6b8\uc5ec\uc57c \ud569\ub2c8\ub2e4. \ud504\ub808\uc784\uc6cc\ud06c \uc544\ud0a4\ud14d\ucc98\uc758 \uace0\uc720\ud55c \ubcf5\uc7a1\uc131, \ucd5c\uc801\uc774 \uc544\ub2cc \uae30\ubcf8 \uc124\uc815, \ucca0\uc800\ud55c \ud14c\uc2a4\ud2b8\uc640 \ubaa8\ub2c8\ud130\ub9c1\uc758 \ud544\uc694\uc131 \ub54c\ubb38\uc5d0 \uc801\uc808\ud788 \ub300\uc751\ud558\uc9c0 \uc54a\uc73c\uba74 \uc751\ub2f5 \uc2dc\uac04 \uc9c0\uc5f0, \ub192\uc740 \ub300\uae30 \uc2dc\uac04, \uc6b4\uc601 \ube44\uc6a9 \uc99d\uac00, \uc548\uc815\uc131 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc774\ub7ec\ud55c \uacfc\uc81c\ub294 \uadf9\ubcf5\ud560 \uc218 \uc5c6\ub294 \uac83\uc774 \uc544\ub2c8\ub77c\ub294 \uc810\uc744 \uc778\uc2dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \uc0ac\uc804\uc5d0 \ud574\uacb0\ud558\uace0 \uc804\ubb38\uac00\uc758 \uc870\uc5b8\uc744 \uad6c\ud568\uc73c\ub85c\uc368 \uae30\uc5c5\uc740 LangChain\uacfc \uad00\ub828\ub41c \uc7a5\uc560\ubb3c\uc744 \uadf9\ubcf5\ud558\uace0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \uc774 \ud504\ub808\uc784\uc6cc\ud06c\uc758 \uc7a0\uc7ac\ub825\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. LangChain\uc744 \ud1b5\ud574 \uae30\uc5c5\uc740 AI \ub178\ub825\uc758 \uac00\uce58\uc640 \ud601\uc2e0\uc744 \uc8fc\ub3c4\ud558\ub294 \uace0\uc131\ub2a5\uc758 \uc720\uc9c0\ubcf4\uc218 \uac00\ub2a5\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uc194\ub8e8\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<hr class=\"wp-block-separator\" \/>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Thank_you_for_taking_the_time_to_read_AI_YOU\"><\/span><strong>\uc2dc\uac04\uc744 \ub0b4\uc5b4 AI &amp; YOU\ub97c \uc77d\uc5b4\uc8fc\uc154\uc11c \uac10\uc0ac\ud569\ub2c8\ub2e4!<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p><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><\/p>\n\n\n<p>\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.<\/p>\n\n\n<p><a rel=\"noopener noreferrer\" href=\"https:\/\/meetings.hubspot.com\/gregg15\/15-min-about-enterprise-ai?utm_source=hs_email&utm_medium=email\">\uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \uc194\ub8e8\uc158\uc744 \uc2dc\uc791\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ud544\uc694\ud558\uc2e0\uac00\uc694? \uc720\ub2c8\ud2f0\uc758 AI \uc6cc\ud06c\ud3ec\uc2a4 \uad00\ub9ac \ud50c\ub7ab\ud3fc\uc73c\ub85c \ub098\ub9cc\uc758 AI \uc6cc\ucee4\ub97c \uad6c\ucd95\ud558\uace0 \uc2f6\uc73c\uc2e0\uac00\uc694? \uc0c1\ub2f4 \uc2e0\uccad\ud558\uae30<\/a><\/p>\n\n\n<p>\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.<\/p>","protected":false},"excerpt":{"rendered":"<p>Industry use case: Morningstar, a publicly-traded investment research firm, built the Morningstar Intelligence Engine using LangChain to provide personalized investment insights to their analysts. They developed a chatbot called Mo that allows customers to query Morningstar&#8217;s extensive research database using natural language, generating concise insights quickly. By enabling enterprises to build applications that integrate LLMs [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":12408,"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-11658","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>LangChain use cases for Enterprise AI + Best Practices + How to avoid common mistakes &amp; challenges - AI&amp;YOU #57 - Skim AI<\/title>\n<meta name=\"description\" content=\"LangChain for Enterprise Solutions: Use Cases, Best Practices, and Common Mistakes - Discover how Morningstar leveraged LangChain to enhance investment insights. 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