{"id":10595,"date":"2024-05-06T15:06:30","date_gmt":"2024-05-06T20:06:30","guid":{"rendered":"http:\/\/skimai.com\/?p=10595"},"modified":"2024-06-10T18:43:14","modified_gmt":"2024-06-10T23:43:14","slug":"llms%ec%97%90%ec%84%9c-%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4%ec%a6%88-%ec%95%a0%ed%94%8c%eb%a6%ac%ec%bc%80%ec%9d%b4%ec%85%98%ec%9d%84-%ea%b5%ac%ec%b6%95%ed%95%98%ea%b8%b0-%ec%9c%84%ed%95%9c-4","status":"publish","type":"post","link":"https:\/\/skimai.com\/ko\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/","title":{"rendered":"LLM\uc5d0\uc11c \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c 4-Tool \uc2a4\ud0dd + \uc804\ub7b5 - AI&amp;YOU#53"},"content":{"rendered":"<p><strong>\uae08\uc8fc\uc758 \ud1b5\uacc4\/\ud329\ud2b8:<\/strong> \uae00\ub85c\ubc8c LLM \uc2dc\uc7a5\uc740 2023\ub144 1\uc870 4,591\uc5b5 \ub2ec\ub7ec\uc5d0\uc11c 2030\ub144 1\uc870 4,598\uc5b5 \ub2ec\ub7ec\ub85c \uc131\uc7a5\ud558\uc5ec 2023-2030\ub144 \ub3d9\uc548 79.81%\uc758 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR)\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4(\uc2a4\ud504\ub9c1\uc2a4).<\/p>\n\n\n<p>\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc740 \uc9c0\ub2a5\ud615 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad6c\ucd95\uc758 \ud575\uc2ec\uc73c\ub85c \ubd80\uc0c1\ud588\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774\ub7ec\ud55c \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\ub824\uba74 \uac15\ub825\ud558\uace0 \ud6a8\uc728\uc801\uc778 LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2a4\ud0dd\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>Skim AI\uc5d0\uc11c\ub294 LLM \uc571 \uc2a4\ud0dd\uc744 \ud1b5\ud574 \uace0\uae09 \uc790\uc5f0\uc5b4 \uc0c1\ud638\uc791\uc6a9 \uae30\ub2a5\uc744 \uac16\ucd98 \uac15\ub825\ud55c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc800\ud76c \uc2a4\ud0dd\uc740 LLM API, LangChain, \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ub4f1 \uc5c4\uc120\ub41c \ub3c4\uad6c\uc640 \ud504\ub808\uc784\uc6cc\ud06c\ub85c \uad6c\uc131\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>\uc774\ubc88 \uc8fc AI&amp;YOU\uc5d0\uc11c\ub294 \uc5d4\ud130\ud504\ub77c\uc774\uc988 LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c 4\uac00\uc9c0 \ub3c4\uad6c \uc2a4\ud0dd\uacfc \uc804\ub7b5\uc744 \ube14\ub85c\uadf8\uc5d0 \uac8c\uc2dc\ud55c \ub0b4\uc6a9\uc744 \uc911\uc2ec\uc73c\ub85c \uc18c\uac1c\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\/%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4%ec%a6%88-llm-%ec%8a%a4%ed%83%9d%ec%9d%84-%ea%b5%ac%ec%b6%95%ed%95%98%eb%8a%94-%eb%b0%a9%eb%b2%95-4%ea%b0%80%ec%a7%80-%eb%8f%84%ea%b5%ac-%ec%8a%a4\/\">\ub2e4\uc74c 4\uac00\uc9c0 \ub3c4\uad6c\uc640 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc0ac\uc6a9\ud558\uc5ec LLM \uc571 \uc2a4\ud0dd\uc744 \uad6c\ucd95\ud558\ub294 \ubc29\ubc95<\/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%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%83%81%ec%9c%84-5%ea%b0%80%ec%a7%80-llm-api-%ed%86%b5%ed%95%a9-%ec%a0%84%eb%9e%b5-%eb%b0%8f-%eb%aa%a8%eb%b2%94\/\">\uc5d4\ud130\ud504\ub77c\uc774\uc988\ub97c \uc704\ud55c 5\uac00\uc9c0 LLM API \ud1b5\ud569 \uc804\ub7b5<\/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%eb%a5%bc-%ec%9c%84%ed%95%9c-%ec%83%81%ec%9c%84-5%ea%b0%80%ec%a7%80-%ec%98%a4%ed%94%88-%ec%86%8c%ec%8a%a4-llms\/\">\uc5d4\ud130\ud504\ub77c\uc774\uc988\ub97c \uc704\ud55c \uc624\ud508 \uc18c\uc2a4 LLM \uc0c1\uc704 5\uac00\uc9c0<\/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\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#Our_4-tool_stack_and_strategy_for_building_enterprise_applications_on_LLMs_%E2%80%93_AI_YOU_53\" >LLM\uc5d0\uc11c \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c 4\uac00\uc9c0 \ub3c4\uad6c \uc2a4\ud0dd \ubc0f \uc804\ub7b5 - AI&amp;YOU #53<\/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\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#Tool_1_An_LLM_API_Like_GPT_Claude_Llama_or_Mistral\" >\ub3c4\uad6c 1: GPT, \ud074\ub85c\ub4dc, \ub77c\ub9c8, \ubbf8\uc2a4\ud2b8\ub784\uacfc \uac19\uc740 LLM API<\/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\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#Factors_to_Consider_When_Choosing_an_LLM_API\" >LLM API\ub97c \uc120\ud0dd\ud560 \ub54c \uace0\ub824\ud574\uc57c \ud560 \uc694\uc18c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/skimai.com\/ko\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#Tool_2_LangChain\" >\ub3c4\uad6c 2: LangChain<\/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\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#LangChains_Various_Tools_and_Support\" >LangChain\uc758 \ub2e4\uc591\ud55c \ub3c4\uad6c \ubc0f \uc9c0\uc6d0<\/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\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#Tool_3_A_Vector_Database_Like_Chroma\" >\ub3c4\uad6c 3: \ud06c\ub85c\ub9c8\uc640 \uac19\uc740 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4<\/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\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#Integrating_Chroma_Into_Your_Enterprise_LLM_Stack\" >\uae30\uc5c5 LLM \uc2a4\ud0dd\uc5d0 \ud06c\ub85c\ub9c8 \ud1b5\ud569\ud558\uae30<\/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\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#Tool_4_crewAI_for_Multi-Agent_Systems\" >\ud234 4: \uba40\ud2f0 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc6a9 \ud06c\ub8e8AI<\/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\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#Leveraging_the_Power_of_Specialization\" >\uc804\ubb38\uc131\uc758 \ud798 \ud65c\uc6a9\ud558\uae30<\/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\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#Unlocking_the_Power_of_LLMs_with_the_Right_Application_Stack\" >\uc62c\ubc14\ub978 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2a4\ud0dd\uc73c\ub85c LLM\uc758 \uc131\ub2a5 \ud65c\uc6a9\ud558\uae30<\/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\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#Top_5_LLM_API_Integration_Strategies_for_Your_Enterprise\" >\uc5d4\ud130\ud504\ub77c\uc774\uc988\ub97c \uc704\ud55c 5\uac00\uc9c0 LLM API \ud1b5\ud569 \uc804\ub7b5<\/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\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#Top_5_Open_Source_LLMs_for_Your_Enterprise\" >\uc5d4\ud130\ud504\ub77c\uc774\uc988\ub97c \uc704\ud55c \uc624\ud508 \uc18c\uc2a4 LLM \uc0c1\uc704 5\uac00\uc9c0<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Our_4-tool_stack_and_strategy_for_building_enterprise_applications_on_LLMs_%E2%80%93_AI_YOU_53\"><\/span><strong>LLM\uc5d0\uc11c \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c 4\uac00\uc9c0 \ub3c4\uad6c \uc2a4\ud0dd \ubc0f \uc804\ub7b5 - AI&amp;YOU #53<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc5d4\ud130\ud504\ub77c\uc774\uc988 LLM \uc2a4\ud0dd\uc744 \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc791\uc5c5\uc744 \uc6d0\ud65c\ud558\uac8c \uc218\ud589\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\/\">\ud1b5\ud569<\/a> \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130, \ubaa8\ub378 \ubbf8\uc138 \uc870\uc815, \ucee8\ud14d\uc2a4\ud2b8 \ub370\uc774\ud130 \uac80\uc0c9\uc744 \uc704\ud55c \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778 \uc0dd\uc131 \ub4f1 \ub2e4\uc591\ud55c \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc740 \uc804\ub840 \uc5c6\ub294 \uc815\ud655\ub3c4\uc640 \ucee8\ud14d\uc2a4\ud2b8 \uc778\uc2dd\uc73c\ub85c \uc0ac\uc6a9\uc790 \ucffc\ub9ac\ub97c \uc774\ud574\ud558\uace0 \uc774\uc5d0 \uc751\ub2f5\ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub3d9\uc2dc\uc5d0 \uc774 \uc2a4\ud0dd\uacfc \ud568\uaed8 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc8fc\uc694 \uae30\uc220 \uc911 \ud558\ub098\ub294 \ub2e4\uc591\ud55c \ucef4\ud3ec\ub10c\ud2b8\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \uae30\uc874 \ub3c4\uad6c\uc640 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ud65c\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uac1c\ubc1c\uc790\ub294 \ub3c4\uad6c\ub97c \ucc98\uc74c\ubd80\ud130 \uc0c8\ub85c \ub9cc\ub4dc\ub294 \ub300\uc2e0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad6c\ucd95\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\uc5b4 \uadc0\uc911\ud55c \uc2dc\uac04\uacfc \ub178\ub825\uc744 \uc808\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tool_1_An_LLM_API_Like_GPT_Claude_Llama_or_Mistral\"><\/span>\ub3c4\uad6c 1: GPT, \ud074\ub85c\ub4dc, \ub77c\ub9c8, \ubbf8\uc2a4\ud2b8\ub784\uacfc \uac19\uc740 LLM API<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2a4\ud0dd\uc758 \ud575\uc2ec\uc5d0\ub294 LLM API\uac00 \uc788\uc5b4\uc57c \ud569\ub2c8\ub2e4. LLM API\ub294 \ubaa8\ub378\uc744 \uc9c1\uc811 \ud559\uc2b5\ud558\uac70\ub098 \ud638\uc2a4\ud305\ud560 \ud544\uc694 \uc5c6\uc774 \uac15\ub825\ud55c \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud1b5\ud569\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc18c\ud504\ud2b8\uc6e8\uc5b4\uc640 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uad6c\ub3d9\ud558\ub294 \ubcf5\uc7a1\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uc5f0\uacb0\ud558\ub294 \ub2e4\ub9ac \uc5ed\ud560\uc744 \ud558\ubbc0\ub85c \ucd5c\uc18c\ud55c\uc758 \ub178\ub825\uc73c\ub85c \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uace0\uae09 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\ub2a5\uc744 \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>LLM API \uc0ac\uc6a9\uc758 \uc8fc\uc694 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub85c \ud559\uc2b5\ub41c \ucd5c\ucca8\ub2e8 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\ub85c\ub294 GPT, <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/%ec%88%98%ec%8b%ad%ec%96%b5-%eb%8b%ac%eb%9f%ac%ec%9d%98-%ec%9e%90%ea%b8%88%ec%9c%bc%eb%a1%9c-%ed%8c%8c%ec%9e%a5%ec%9d%84-%ec%9d%bc%ec%9c%bc%ed%82%a4%ea%b3%a0-%ec%9e%88%eb%8a%94-ai-%ec%8a%a4%ed%83%80\/\">Claude<\/a>, <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/%ec%83%9d%ec%84%b1-ai-%eb%b6%84%ec%95%bc%ec%9d%98-%ec%83%88%eb%a1%9c%ec%9a%b4-%ec%9c%a0%eb%9f%bd-%ea%b1%b0%ec%9d%b8-%eb%af%b8%ec%8a%a4%ed%8a%b8%eb%9e%84-ai%eb%9e%80-%eb%ac%b4%ec%97%87%ec%9d%b8\/\">\ubbf8\uc2a4\ud2b8\ub784<\/a>\ubc0f <a rel=\"noopener noreferrer\" href=\"https:\/\/www.llama-api.com\/\">\ub77c\ub9c8<\/a>\ub294 \ub180\ub77c\uc6b8 \uc815\ub3c4\ub85c \uc815\ud655\ud558\uace0 \uc720\ucc3d\ud558\uac8c \uc0ac\ub78c\uacfc \uac19\uc740 \ud14d\uc2a4\ud2b8\ub97c \uc774\ud574\ud558\uace0 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc774\ub7ec\ud55c \ubaa8\ub378\uc5d0 \ub300\ud55c API \ud638\ucd9c\uc744 \ud1b5\ud574 \ud14d\uc2a4\ud2b8 \uc0dd\uc131, \uac10\uc815 \ubd84\uc11d, \uc9c8\ubb38 \ub2f5\ubcc0 \ub4f1 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ube60\ub974\uac8c \ucd94\uac00\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\/25babfab-6566-4482-89ec-c74f175b1f0b.png\" alt=\"\ub77c\ub9c8 3 \ubca4\uce58\ub9c8\ud06c\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Factors_to_Consider_When_Choosing_an_LLM_API\"><\/span><strong>LLM API\ub97c \uc120\ud0dd\ud560 \ub54c \uace0\ub824\ud574\uc57c \ud560 \uc694\uc18c<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p><strong>\uc2a4\ud0dd\uc5d0 \uc0ac\uc6a9\ud560 LLM API\ub97c \uc120\ud0dd\ud560 \ub54c \uace0\ub824\ud574\uc57c \ud560 \uba87 \uac00\uc9c0 \uc694\uc18c\uac00 \uc788\uc2b5\ub2c8\ub2e4:<\/strong><\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><p><strong>\uc131\ub2a5\uacfc \uc815\ud655\uc131:<\/strong> API\uac00 \uc6cc\ud06c\ub85c\ub4dc\ub97c \ucc98\ub9ac\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\ub294 \uacb0\uacfc\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694.<\/p><\/li><li><p><strong>\uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubc0f \uc720\uc5f0\uc131:<\/strong> \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ub9de\uac8c \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud574\uc57c \ud558\ub294\uc9c0 \uc544\ub2c8\uba74 \uc2a4\ud0dd\uc758 \ub2e4\ub978 \uad6c\uc131 \uc694\uc18c\uc640 \ud1b5\ud569\ud574\uc57c \ud558\ub294\uc9c0 \uace0\ub824\ud558\uc138\uc694.<\/p><\/li><li><p><strong>\ud655\uc7a5\uc131:<\/strong> \ub9ce\uc740 \uc591\uc758 \uc694\uccad\uc774 \uc608\uc0c1\ub418\ub294 \uacbd\uc6b0 API\ub97c \uc801\uc808\ud788 \ud655\uc7a5\ud560 \uc218 \uc788\ub294\uc9c0 \ud655\uc778\ud558\uc138\uc694.<\/p><\/li><li><p><strong>\uc9c0\uc6d0 \ubc0f \ucee4\ubba4\ub2c8\ud2f0:<\/strong> \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc7a5\uae30\uc801\uc778 \uc2e4\ud589 \uac00\ub2a5\uc131\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc73c\ubbc0\ub85c API\uc5d0 \ub300\ud55c \uc9c0\uc6d0 \uc218\uc900\uacfc \ucee4\ubba4\ub2c8\ud2f0\uc758 \uaddc\ubaa8\ub97c \ud3c9\uac00\ud558\uc138\uc694.<\/p><\/li>\n<\/ul>\n\n\n<p>\ub300\ubd80\ubd84\uc758 LLM API\uc758 \ud575\uc2ec\uc740 \uc77c\ubc18\uc801\uc73c\ub85c \ud2b8\ub79c\uc2a4\ud3ec\uba38 \uc544\ud0a4\ud14d\ucc98\ub97c \uae30\ubc18\uc73c\ub85c \ud558\ub294 \uc2ec\uce35 \uc2e0\uacbd\ub9dd\uc73c\ub85c, \ubc29\ub300\ud55c \uc591\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub85c \ud559\uc2b5\ub429\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub378\uc740 \uc778\uc99d, \uc694\uccad \ub77c\uc6b0\ud305, \uc751\ub2f5 \uc11c\uc2dd \uc9c0\uc815 \ub4f1\uc758 \uc791\uc5c5\uc744 \ucc98\ub9ac\ud558\ub294 API \uc778\ud130\ud398\uc774\uc2a4\ub97c \ud1b5\ud574 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c LLM API\uc5d0\ub294 \ud1a0\ud070\ud654 \ubc0f \uc815\uaddc\ud654\uc640 \uac19\uc740 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c \ucd94\uac00 \uad6c\uc131 \uc694\uc18c\uc640 \ubbf8\uc138 \uc870\uc815 \ubc0f \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ub3c4\uad6c\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tool_2_LangChain\"><\/span>\ub3c4\uad6c 2: LangChain<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2a4\ud0dd\uc744 \uc704\ud55c LLM API\ub97c \uc120\ud0dd\ud55c \ud6c4 \uace0\ub824\ud574\uc57c \ud560 \ub2e4\uc74c \uad6c\uc131 \uc694\uc18c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4. <a rel=\"noopener noreferrer\" href=\"https:\/\/www.langchain.com\/\">LangChain<\/a>. LangChain\uc740 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378 \uc704\uc5d0 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\ub294 \ud504\ub85c\uc138\uc2a4\ub97c \uac04\uc18c\ud654\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \uac15\ub825\ud55c \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4. \ub2e4\uc591\ud55c LLM API\uc640 \uc0c1\ud638 \uc791\uc6a9\ud560 \uc218 \uc788\ub294 \ud45c\uc900\ud654\ub41c \uc778\ud130\ud398\uc774\uc2a4\ub97c \uc81c\uacf5\ud558\uc5ec LLM \uae30\uc220 \uc2a4\ud0dd\uc5d0 \uc27d\uac8c \ud1b5\ud569\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>LangChain \uc0ac\uc6a9\uc758 \uc8fc\uc694 \uc774\uc810 \uc911 \ud558\ub098\ub294 \ubaa8\ub4c8\uc2dd \uc544\ud0a4\ud14d\ucc98\uc785\ub2c8\ub2e4. LangChain\uc740 \ud504\ub86c\ud504\ud2b8, \uccb4\uc778, \uc5d0\uc774\uc804\ud2b8, \uba54\ubaa8\ub9ac \ub4f1 \uc5ec\ub7ec \uad6c\uc131 \uc694\uc18c\ub85c \uc774\ub8e8\uc5b4\uc838 \uc788\uc73c\uba70, \uc774\ub97c \uacb0\ud569\ud558\uc5ec \ubcf5\uc7a1\ud55c \uc6cc\ud06c\ud50c\ub85c\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubaa8\ub4c8\uc131\uc744 \ud1b5\ud574 \uac04\ub2e8\ud55c \uc9c8\ubb38 \ub2f5\ubcc0\ubd80\ud130 \ucf58\ud150\uce20 \uc0dd\uc131 \ubc0f \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uac19\uc740 \uace0\uae09 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \ub2e4\uc591\ud55c \uc791\uc5c5\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uc5ec \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130\uc640 \uc790\uc5f0\uc5b4 \uc0c1\ud638 \uc791\uc6a9\uc744 \uac00\ub2a5\ud558\uac8c \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\/06\/langchain-diagram-1.png\" alt=\"LangChain \ud504\ub808\uc784\uc6cc\ud06c\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LangChains_Various_Tools_and_Support\"><\/span><strong>LangChain\uc758 \ub2e4\uc591\ud55c \ub3c4\uad6c \ubc0f \uc9c0\uc6d0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ub610\ud55c LangChain\uc740 LLM \uc791\uc5c5\uc744 \uac04\uc18c\ud654\ud558\ub294 \ub2e4\uc591\ud55c \ub3c4\uad6c\uc640 \uc720\ud2f8\ub9ac\ud2f0\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc758\ubbf8\ub860\uc801 \uac80\uc0c9 \ubc0f \ud074\ub7ec\uc2a4\ud130\ub9c1\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0 \uc0ac\uc6a9\ub418\ub294 \ud14d\uc2a4\ud2b8\uc758 \uc22b\uc790 \ud45c\ud604\uc778 \uc784\ubca0\ub529 \uc791\uc5c5\uc744 \uc704\ud55c \ub3c4\uad6c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub610\ud55c LangChain\uc5d0\ub294 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \ub3d9\uc791\uc744 \uc548\ub0b4\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uc785\ub825 \ubb38\uc790\uc5f4\uc778 \ud504\ub86c\ud504\ud2b8\ub97c \uad00\ub9ac\ud558\uae30 \uc704\ud55c \uc720\ud2f8\ub9ac\ud2f0\ub3c4 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>LangChain\uc758 \ub610 \ub2e4\ub978 \uc911\uc694\ud55c \ud2b9\uc9d5\uc740 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc9c0\uc6d0\ud55c\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \ub2f9\uc0ac\uac00 \uc0ac\uc6a9\ud558\ub294 Chroma\uc640 \uac19\uc740 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ud1b5\ud569\ud568\uc73c\ub85c\uc368 LangChain\uc744 \uc0ac\uc6a9\ud558\uba74 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud560 \uc218 \uc788\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud1b5\ud569\uc744 \ud1b5\ud574 \uad11\ubc94\uc704\ud55c \uc815\ubcf4 \uc18c\uc2a4\ub97c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \uc9c0\uc2dd \uc9d1\uc57d\uc801\uc778 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc73c\uba70, LLM \uc571 \uc2a4\ud0dd\uc758 \ucee8\ud14d\uc2a4\ud2b8 \ub370\uc774\ud130 \uac80\uc0c9\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub7ad\uccb4\uc778(LangChain)\uc740 \ubaa8\ub4e0 <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\/\">\uc5d4\ud130\ud504\ub77c\uc774\uc988 LLM<\/a> \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2a4\ud0dd\uc785\ub2c8\ub2e4. \ubaa8\ub4c8\uc2dd \uc124\uacc4, \uac15\ub825\ud55c \ub3c4\uad6c, \ud65c\ubc1c\ud55c \ucee4\ubba4\ub2c8\ud2f0\ub97c \ud1b5\ud574 \uc815\uad50\ud55c \uc5b8\uc5b4 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\ub294 \ub370 \uc5c6\uc5b4\uc11c\ub294 \uc548 \ub420 \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tool_3_A_Vector_Database_Like_Chroma\"><\/span>\ub3c4\uad6c 3: \ud06c\ub85c\ub9c8\uc640 \uac19\uc740 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>LLM API\uc640 LangChain \uc678\uc5d0\ub3c4 LLM \uc571 \uc2a4\ud0dd\uc758 \ub610 \ub2e4\ub978 \ud544\uc218 \uad6c\uc131 \uc694\uc18c\ub294 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc785\ub2c8\ub2e4. \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc5d0\uc11c \uc0dd\uc131\ub41c \uc784\ubca0\ub529\uacfc \uac19\uc740 \uace0\ucc28\uc6d0 \ubca1\ud130\ub97c \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud558\ub294 \ub370 \ucd5c\uc801\ud654\ub41c \ud2b9\uc218 \ub370\uc774\ud130 \uc800\uc7a5\uc18c\uc785\ub2c8\ub2e4. LLM \uae30\uc220 \uc2a4\ud0dd\uc5d0 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ud1b5\ud569\ud558\uba74 \uc758\ubbf8\ub860\uc801 \uc720\uc0ac\uc131\uc744 \uae30\ubc18\uc73c\ub85c \uad00\ub828 \ub370\uc774\ud130\ub97c \ube60\ub974\uace0 \ud6a8\uc728\uc801\uc73c\ub85c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p><a rel=\"noopener noreferrer\" href=\"https:\/\/www.trychroma.com\/\">\ud06c\ub85c\ub9c8<\/a> \ub294 LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2a4\ud0dd\uc758 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \uc624\ud508 \uc18c\uc2a4\uc774\uba70, \uc800\ud76c Skim AI\uc5d0\uc11c\ub3c4 \uc774\ub97c \uc0ac\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. LangChain \ubc0f \uc2a4\ud0dd\uc758 \ub2e4\ub978 \uad6c\uc131 \uc694\uc18c\uc640 \uc6d0\ud65c\ud558\uac8c \uc791\ub3d9\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5b4 \uc784\ubca0\ub529\uc744 \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>Chroma \uc0ac\uc6a9\uc758 \uc8fc\uc694 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \ub300\ub7c9\uc758 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. Chroma\ub294 \uace0\uae09 \uc0c9\uc778 \uae30\uc220\uc744 \uc0ac\uc6a9\ud574 \ub300\uc6a9\ub7c9 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c\ub3c4 \ube60\ub978 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \ubb38\uc11c \uc800\uc7a5\uc18c, \uc9c0\uc2dd \ubca0\uc774\uc2a4, \ucf58\ud150\uce20 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uacfc \uac19\uc774 \ub300\ub7c9\uc758 \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud574\uc57c \ud558\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc774\uc0c1\uc801\uc778 \uc120\ud0dd\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>Chroma\ub294 \ud544\ud130\ub9c1 \ubc0f \uba54\ud0c0\ub370\uc774\ud130 \uc9c0\uc6d0\uacfc \uac19\uc740 \uace0\uae09 \uae30\ub2a5\ub3c4 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubb38\uc11c ID, \ud0c0\uc784\uc2a4\ud0ec\ud504, \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uc18d\uc131 \ub4f1 \ucd94\uac00 \uba54\ud0c0\ub370\uc774\ud130\ub97c \uc784\ubca0\ub529\uacfc \ud568\uaed8 \uc800\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uba54\ud0c0\ub370\uc774\ud130\ub294 \uac80\uc0c9 \uacb0\uacfc\ub97c \ud544\ud130\ub9c1\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc5b4 \uc0c1\ud669\uc5d0 \ub9de\ub294 \ub370\uc774\ud130\ub97c \ubcf4\ub2e4 \uc815\ubc00\ud558\uace0 \ud0c0\uac9f\ud305\ub41c \ubc29\uc2dd\uc73c\ub85c \uac80\uc0c9\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\/b57fb7d7-0846-4daa-bc03-6e71f1d88f3c.png\" alt=\"\ud06c\ub85c\ub9c8 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Integrating_Chroma_Into_Your_Enterprise_LLM_Stack\"><\/span><strong>\uae30\uc5c5 LLM \uc2a4\ud0dd\uc5d0 \ud06c\ub85c\ub9c8 \ud1b5\ud569\ud558\uae30<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>LangChain \ubc0f \uae30\ud0c0 \uc778\uae30 \uc788\ub294 \ub3c4\uad6c \ubc0f \ud504\ub808\uc784\uc6cc\ud06c\uc640\uc758 \ud638\ud658\uc131 \ub355\ubd84\uc5d0 Chroma\ub97c LLM \uc571 \uc2a4\ud0dd\uc5d0 \ud1b5\ud569\ud558\ub294 \uac83\uc740 \uac04\ub2e8\ud569\ub2c8\ub2e4. LangChain\uc740 Chroma\uc5d0 \ub300\ud55c \uae30\ubcf8 \uc9c0\uc6d0\uc744 \uc81c\uacf5\ud558\ubbc0\ub85c \uc5b8\uc5b4 \ubaa8\ub378\uc5d0\uc11c \uc0dd\uc131\ub41c \uc784\ubca0\ub529\uc744 \uc27d\uac8c \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud1b5\ud569\uc744 \ud1b5\ud574 \uc790\uc5f0\uc5b4 \uc0c1\ud638 \uc791\uc6a9\uc744 \uae30\ubc18\uc73c\ub85c \uad00\ub828 \uc815\ubcf4\ub97c \uc2e0\uc18d\ud558\uac8c \ud45c\uc2dc\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \uac80\uc0c9 \uba54\ucee4\ub2c8\uc998\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>Chroma\uc640 \uac19\uc740 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c LLM\uacfc \ud568\uaed8 \uc0ac\uc6a9\ud558\uba74 \ubb38\ub9e5\uc744 \uc778\uc2dd\ud558\ub294 \uc9c0\ub2a5\ud615 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc774 \uc5f4\ub9bd\ub2c8\ub2e4. \uc784\ubca0\ub529\uacfc \uc720\uc0ac\uc131 \uac80\uc0c9\uc758 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uba74 \uc804\ub840 \uc5c6\ub294 \uc815\ud655\ub3c4\uc640 \uad00\ub828\uc131\uc73c\ub85c \uc0ac\uc6a9\uc790 \ucffc\ub9ac\ub97c \uc774\ud574\ud558\uace0 \uc751\ub2f5\ud560 \uc218 \uc788\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ub7ad\uccb4\uc778 \ubc0f LLM API\uc640 \uacb0\ud569\ud558\uba74, \ud06c\ub85c\ub9c8\ub294 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \ub370\uc774\ud130 \ubc0f \ub3c4\uba54\uc778\ubcc4 \uc815\ubcf4\uc640 \uc0c1\ud638 \uc791\uc6a9\ud558\ub294 \ubc29\uc2dd\uc744 \ud601\uc2e0\ud560 \uc218 \uc788\ub294 \uc9c0\ub2a5\ud615 \ub370\uc774\ud130 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c \uac15\ub825\ud55c \uae30\ubc18\uc744 \ud615\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tool_4_crewAI_for_Multi-Agent_Systems\"><\/span>\ud234 4: \uba40\ud2f0 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc6a9 \ud06c\ub8e8AI<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p><strong>Skim AI\ub294 AI \uc6cc\ud06c\ud50c\ub85c\uc758 \ubbf8\ub798\uac00 \uc5d0\uc774\uc804\ud2b8 \ubc29\uc2dd\uc774\ub77c\ub294 \uac83\uc744 \uc54c\uace0 \uc788\uc73c\uba70, \ub530\ub77c\uc11c \uc624\ub298\ub0a0 \ubaa8\ub4e0 \uae30\uc5c5\uc5d0\uac8c \uba40\ud2f0 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc774 \uc911\uc694\ud55c \uc774\uc720\uc785\ub2c8\ub2e4.<\/strong><\/p>\n\n\n<p><a rel=\"noopener noreferrer\" href=\"https:\/\/www.crewai.com\/\">crewAI<\/a> \ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uae30\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uae30 \uc704\ud574 LLM \uc571 \uc2a4\ud0dd\uc5d0 \ucd94\uac00\ud560 \uc218 \uc788\ub294 \ub610 \ub2e4\ub978 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. crewAI\ub294 \uc5ec\ub7ec AI \uc5d0\uc774\uc804\ud2b8\uac00 \ud568\uaed8 \ubcf5\uc7a1\ud55c \uc791\uc5c5\uc744 \uc218\ud589\ud558\ub294 \uba40\ud2f0 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc744 \ub9cc\ub4e4 \uc218 \uc788\ub294 \ud504\ub808\uc784\uc6cc\ud06c\uc785\ub2c8\ub2e4.<\/p>\n\n\n<p>\ud06c\ub8e8AI\uc758 \ud575\uc2ec\uc740 \uac01\uc790\uc758 \uace0\uc720\ud55c \uc5ed\ud560\uacfc \uc804\ubb38\uc131\uc744 \uac00\uc9c4 \uc5ec\ub7ec AI \uc5d0\uc774\uc804\ud2b8 \uac04\uc758 \ud611\uc5c5\uc744 \ucd09\uc9c4\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc5d0\uc774\uc804\ud2b8\ub294 \uc11c\ub85c \uc18c\ud1b5\ud558\uace0 \uc870\uc728\ud558\uc5ec \ubcf5\uc7a1\ud55c \ubb38\uc81c\ub97c \ub354 \uc791\uace0 \uad00\ub9ac\ud558\uae30 \uc26c\uc6b4 \ud558\uc704 \uc791\uc5c5\uc73c\ub85c \ub098\ub20c \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\/crew-ai-1.jpg\" alt=\"\ud06c\ub85c\ub9c8 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Leveraging_the_Power_of_Specialization\"><\/span><strong>\uc804\ubb38\uc131\uc758 \ud798 \ud65c\uc6a9\ud558\uae30<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>LLM \uae30\uc220 \uc2a4\ud0dd\uc5d0 \ud06c\ub8e8AI\ub97c \uc0ac\uc6a9\ud558\uba74 \uc5bb\uc744 \uc218 \uc788\ub294 \uc8fc\uc694 \uc774\uc810 \uc911 \ud558\ub098\ub294 \uc804\ubb38\uc131\uc744 \ud65c\uc6a9\ud560 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc5ec\ub7ec \uc5d0\uc774\uc804\ud2b8\uc5d0\uac8c \ud2b9\uc815 \uc5ed\ud560\uacfc \uc791\uc5c5\uc744 \ud560\ub2f9\ud568\uc73c\ub85c\uc368 \ub2e8\uc77c \ubaa8\ub180\ub9ac\uc2dd AI \ubaa8\ub378\ubcf4\ub2e4 \ub354 \ud6a8\uc728\uc801\uc774\uace0 \ud6a8\uacfc\uc801\uc778 \uc2dc\uc2a4\ud15c\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \uc5d0\uc774\uc804\ud2b8\ub97c \ud2b9\uc815 \uc791\uc5c5\uc5d0 \ub9de\uac8c \ud6c8\ub828\ud558\uace0 \ucd5c\uc801\ud654\ud558\uc5ec \ubc94\uc6a9 \ubaa8\ub378\ubcf4\ub2e4 \ub354 \ub192\uc740 \uc218\uc900\uc758 \uc131\ub2a5\uc744 \ubc1c\ud718\ud560 \uc218 \uc788\uc73c\uba70, \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ubcf4\ub2e4 \ud0c0\uac9f\ud654\ub41c \ucee8\ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>LLM \uae30\uc220 \uc2a4\ud0dd\uc758 \ub2e4\ub978 \uad6c\uc131 \uc694\uc18c\uc640 \ud568\uaed8 crewAI\ub97c \uc0ac\uc6a9\ud558\uba74 \ubcf5\uc7a1\ud55c \uc2e4\uc81c \uc791\uc5c5\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uc9c0\ub2a5\ud615 \uba40\ud2f0 \uc5d0\uc774\uc804\ud2b8 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub294 \uc0c8\ub85c\uc6b4 \uac00\ub2a5\uc131\uc744 \uc5f4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc804\ubb38\ud654 \ubc0f \ud611\uc5c5\uc758 \ud798\uc744 \ud65c\uc6a9\ud558\uba74 \uae30\uc874\uc758 \ub2e8\uc77c \ubaa8\ub378 \uc811\uadfc \ubc29\uc2dd\ubcf4\ub2e4 \ub354 \ud6a8\uc728\uc801\uc774\uace0 \ud6a8\uacfc\uc801\uc774\uba70 \uc0ac\uc6a9\uc790 \uce5c\ud654\uc801\uc778 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Unlocking_the_Power_of_LLMs_with_the_Right_Application_Stack\"><\/span>\uc62c\ubc14\ub978 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc2a4\ud0dd\uc73c\ub85c LLM\uc758 \uc131\ub2a5 \ud65c\uc6a9\ud558\uae30<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc774 \uc2a4\ud0dd\uc744 \uc0ac\uc6a9\ud558\uba74 \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130\ub97c \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ud558\uace0, \ubb38\ub9e5 \uc815\ubcf4\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uac80\uc0c9\ud558\uba70, \ubcf5\uc7a1\ud55c \ud604\uc2e4\uc758 \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\ub294 \uc815\uad50\ud55c \uc6cc\ud06c\ud50c\ub85c\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub3c4\uad6c\uc640 \ud504\ub808\uc784\uc6cc\ud06c\uc758 \uac15\ub825\ud55c \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uba74 \uc5b8\uc5b4 \uae30\ubc18 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ud55c\uacc4\ub97c \ub6f0\uc5b4\ub118\uc5b4 \uae30\uc5c5\uc774 \ub370\uc774\ud130 \ubc0f \uae30\uc220\uacfc \uc0c1\ud638 \uc791\uc6a9\ud558\ub294 \ubc29\uc2dd\uc744 \ud601\uc2e0\ud560 \uc218 \uc788\ub294 \uc9c4\uc815\ud55c \uc9c0\ub2a5\ud615 \uc2dc\uc2a4\ud15c\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Top_5_LLM_API_Integration_Strategies_for_Your_Enterprise\"><\/span>\uc5d4\ud130\ud504\ub77c\uc774\uc988\ub97c \uc704\ud55c 5\uac00\uc9c0 LLM API \ud1b5\ud569 \uc804\ub7b5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc774\ubc88 \uc8fc\uc5d0\ub294 \uae30\uc5c5\uc744 \uc704\ud55c \uc0c1\uc704 5\uac00\uc9c0 LLM API \ud1b5\ud569 \uc804\ub7b5\ub3c4 \uc0b4\ud3b4\ubd24\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ubaa8\ub4c8\uc2dd \ud1b5\ud569\ubd80\ud130 \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ucd5c\uc801\ud654\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc774\ub7ec\ud55c \uc804\ub7b5\uc740 \uc6d0\ud65c\ud55c \uad6c\ud604, \ucd5c\uc801\uc758 \uc131\ub2a5, \uc7a5\uae30\uc801\uc778 \uc131\uacf5\uc744 \ubcf4\uc7a5\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\ubaa8\ub4c8\uc2dd \ud1b5\ud569<\/strong> \ub294 LLM API \ud1b5\ud569 \ud504\ub85c\uc138\uc2a4\ub97c \uad00\ub9ac\ud558\uae30 \uc26c\uc6b4 \uc791\uc740 \ubaa8\ub4c8\ub85c \uc138\ubd84\ud654\ud558\uc5ec \uc810\uc9c4\uc801\uc73c\ub85c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc811\uadfc \ubc29\uc2dd\uc744 \uc0ac\uc6a9\ud558\uba74 \ub2e8\uacc4\uc801\uc73c\ub85c \uad6c\ud604\ud558\uace0, \ubb38\uc81c\ub97c \uc27d\uac8c \ud574\uacb0\ud560 \uc218 \uc788\uc73c\uba70, \ubcf4\ub2e4 \uc720\uc5f0\ud558\uac8c \uc5c5\ub370\uc774\ud2b8 \ubc0f \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p><\/li><li><p>An <strong>API \uac8c\uc774\ud2b8\uc6e8\uc774<\/strong> \ub294 \ubaa8\ub4e0 API \uc694\uccad\uc5d0 \ub300\ud55c \ub2e8\uc77c \uc9c4\uc785\uc810 \uc5ed\ud560\uc744 \ud558\uba70 \uc778\uc99d, \uc18d\ub3c4 \uc81c\ud55c, \uc694\uccad \ub77c\uc6b0\ud305\uc744 \uad00\ub9ac\ud569\ub2c8\ub2e4. \uc911\uc559 \uc9d1\uc911\uc2dd \uc778\uc99d, \uc18d\ub3c4 \uc81c\ud55c, API \uc0ac\uc6a9\ub7c9 \ubc0f \uc131\ub2a5\uc5d0 \ub300\ud55c \uadc0\uc911\ud55c \uc778\uc0ac\uc774\ud2b8\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p><\/li><li><p><strong>\ub9c8\uc774\ud06c\ub85c\uc11c\ube44\uc2a4 \uc544\ud0a4\ud14d\ucc98<\/strong> \ub294 \ubaa8\ub180\ub9ac\uc2dd \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \ub3c5\ub9bd\uc801\uc73c\ub85c \uac1c\ubc1c, \ubc30\ud3ec \ubc0f \ud655\uc7a5\ud560 \uc218 \uc788\ub294 \ub354 \uc791\uace0 \ub290\uc2a8\ud558\uac8c \uacb0\ud569\ub41c \uc11c\ube44\uc2a4\ub85c \ubd84\ud574\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub3c5\ub9bd\uc801\uc778 \uac1c\ubc1c, \uc138\ubd84\ud654\ub41c \ud655\uc7a5\uc131, \ubbfc\ucca9\uc131\uacfc \uc720\uc5f0\uc131\uc744 \ud5a5\uc0c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p><\/li><li><p><strong>LLM API \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ubc0f \ubbf8\uc138 \uc870\uc815\ud558\uae30<\/strong> \ud2b9\uc815 \uc0b0\uc5c5, \ub3c4\uba54\uc778 \ub610\ub294 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub354 \uc801\ud569\ud558\ub3c4\ub85d \uc870\uc815\ud558\ub294 \uc791\uc5c5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \uc815\ud655\uc131\uacfc \ucd9c\ub825\uc758 \uad00\ub828\uc131\uc774 \ud5a5\uc0c1\ub418\uace0 \uc6a9\uc5b4, \uc2a4\ud0c0\uc77c \ubc0f \ud615\uc2dd\uc5d0 \ub9de\uac8c \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p><\/li><li><p><strong>\uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \ucd5c\uc801\ud654<\/strong> \uc131\ub2a5 \uba54\ud2b8\ub9ad \ucd94\uc801, \ucd9c\ub825 \ud488\uc9c8\/\uad00\ub828\uc131 \ud3c9\uac00, \ubc18\ubcf5\uc801\uc778 \uac1c\uc120\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubb38\uc81c\ub97c \uc0ac\uc804\uc5d0 \ud30c\uc545\ud558\uace0, \ubcc0\ud654\ud558\ub294 \uc694\uad6c\uc0ac\ud56d\uc5d0 \uc801\uc751\ud558\uba70, LLM API \ud1b5\ud569\uc758 \uac00\uce58\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p><\/li>\n<\/ol>\n\n\n<p>LLM \uae30\uc220 \ubd84\uc57c\uac00 \ube60\ub978 \uc18d\ub3c4\ub85c \uacc4\uc18d \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c, \uac15\ub825\ud558\uace0 \ud655\uc7a5 \uac00\ub2a5\ud558\uba70 \uc801\uc751\ub825\uc774 \ub6f0\uc5b4\ub09c \ud1b5\ud569 \uc804\ub7b5\uc5d0 \ud22c\uc790\ud558\ub294 \uae30\uc5c5\uc740 \uc774\ub7ec\ud55c \ud601\uc2e0\uc801\uc778 \ub3c4\uad6c\uc758 \uc7a0\uc7ac\ub825\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\ub294 \uc720\ub9ac\ud55c \uc704\uce58\ub97c \uc120\uc810\ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Top_5_Open_Source_LLMs_for_Your_Enterprise\"><\/span>\uc5d4\ud130\ud504\ub77c\uc774\uc988\ub97c \uc704\ud55c \uc624\ud508 \uc18c\uc2a4 LLM \uc0c1\uc704 5\uac00\uc9c0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc624\ud508 \uc18c\uc2a4 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc740 <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/%ea%b8%b0%ec%97%85%ec%9d%b4-llm%ec%9d%84-%ec%82%ac%ec%9a%a9%ed%95%b4%ec%95%bc-%ed%95%98%eb%8a%94-5%ea%b0%80%ec%a7%80-%ec%9d%b4%ec%9c%a0\/\">2024\ub144 \uae30\uc5c5\uc744 \uc704\ud55c \uac15\ub825\ud55c \ub3c4\uad6c<\/a>.<\/p>\n\n\n<p>\uc624\ud508 \uc18c\uc2a4 LLM \uc0ac\uc6a9\uc758 \uc8fc\uc694 \uc7a5\uc810 \uc911 \ud558\ub098\ub294 \uc720\uc5f0\uc131\uacfc \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5\uc774 \uac00\ub2a5\ud558\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \ub610\ud55c \uc624\ud508 \uc18c\uc2a4 LLM\uc740 \ub3c5\uc810 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0 \uc720\uc9c0\ud558\ub294 \ub370 \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ub300\uc548\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. AI \ucee4\ubba4\ub2c8\ud2f0\uc758 \uacf5\ub3d9 \ub178\ub825\uc744 \ud65c\uc6a9\ud558\uba74 \uae30\uc5c5\uc740 \uc5f0\uad6c \uac1c\ubc1c\uc5d0 \ub9c9\ub300\ud55c \ud22c\uc790\ub97c \ud558\uc9c0 \uc54a\uace0\ub3c4 \ucd5c\ucca8\ub2e8 \uc5b8\uc5b4 \ubaa8\ub378\uc744 \uc774\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>Meta\uc758 \ub77c\ub9c8 3:<\/strong> Llama 3\ub294 \ucd5c\ucca8\ub2e8 \uc624\ud508 \uc18c\uc2a4 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\ub85c, \ub450 \uac00\uc9c0 \ud06c\uae30 \ubcc0\ud615(8B \ubc0f 70B \ub9e4\uac1c\ubcc0\uc218)\uc774 \uc788\uc73c\uba70 \uac01\uac01 \uae30\ubcf8 \ubaa8\ub378\uacfc \uba85\ub839\uc5b4 \ubaa8\ub378\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c NLP \uc791\uc5c5\uc5d0 \ud0c1\uc6d4\ud558\uace0 \ubc30\ud3ec \uce5c\ud654\uc801\uc774\uba70 \ucc45\uc784\uac10 \uc788\ub294 AI \uad00\ud589\uc744 \uc900\uc218\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>\uc564\ud2b8\ub85c\ud53d\uc758 \ud074\ub85c\ub4dc 3:<\/strong> Claude 3\ub294 \ub2e4\uc591\ud55c \uc0ac\uc6a9 \uc0ac\ub840\uc5d0 \ucd5c\uc801\ud654\ub41c \uc138 \uac00\uc9c0 \ubcc0\ud615(\ud558\uc774\ucfe0, \uc18c\ub124\ud2b8, \uc624\ud478\uc2a4)\uc73c\ub85c \uc81c\uacf5\ub429\ub2c8\ub2e4. \ucd94\ub860, \uc804\ubb38 \uc9c0\uc2dd, \uc5b8\uc5b4 \uc720\ucc3d\uc131\uacfc \uac19\uc740 \uc778\uc9c0 \uc791\uc5c5 \uc804\ubc18\uc5d0\uc11c \uc778\uc0c1\uc801\uc778 \uc131\ub2a5\uc744 \ubcf4\uc5ec\uc8fc\uba70 GPT-4\uc640 \uac19\uc740 \ubaa8\ub378\ubcf4\ub2e4 \ub6f0\uc5b4\ub09c \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>xAI\uc758 Grok:<\/strong> \uc5d8\ub860 \uba38\uc2a4\ud06c\uc758 xAI\uac00 \uac1c\ubc1c\ud55c Grok\uc740 \ud14d\uc2a4\ud2b8 \uc694\uc57d \ubc0f \uc774\ud574\uc5d0 \ud2b9\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uc2e0 \ubc84\uc804\uc778 Grok-1.5\ub294 \uae34 \ubb38\ub9e5 \uc774\ud574, \uace0\uae09 \ucd94\ub860, \uac15\ub825\ud55c \ucf54\ub529\/\uc218\ud559 \uae30\ub2a5\uc744 \ub3c4\uc785\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>BERT by Google:<\/strong> BERT\ub294 \uc591\ubc29\ud5a5 \uc5b8\uc5b4 \uc774\ud574 \ubd84\uc57c\ub97c \uac1c\ucc99\ud588\uc73c\uba70 \ud14d\uc2a4\ud2b8 \ubd84\ub958, \uac10\uc815 \ubd84\uc11d, \uc9c8\ubb38 \ub2f5\ubcc0\uacfc \uac19\uc740 \uc791\uc5c5\uc5d0\uc11c \ud0c1\uc6d4\ud55c \uc131\ub2a5\uc744 \ubc1c\ud718\ud569\ub2c8\ub2e4. \uc0ac\uc804 \ud559\uc2b5\uc744 \ud1b5\ud574 \uc0ac\ub78c\uacfc \uc720\uc0ac\ud55c \ud14d\uc2a4\ud2b8\ub97c \uc0dd\uc131\ud558\uace0 \ubb38\ub9e5\uc5d0 \ub9de\ub294 \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>\ubbf8\uc2a4\ud2b8\ub784 AI\uc758 \ubbf8\uc2a4\ud2b8\ub784 \ub77c\uc9c0:<\/strong> 314B \ud30c\ub77c\ubbf8\ud130\ub97c \uac16\ucd98 Mistral Large\ub294 \ubcf5\uc7a1\ud55c \ucd94\ub860 \uc791\uc5c5\uacfc \uc804\ubb38 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ube5b\uc744 \ubc1c\ud569\ub2c8\ub2e4. \ub2e4\uad6d\uc5b4 \uc9c0\uc6d0, \uba85\ub839\uc5b4 \ud314\ub85c\uc789, \ud568\uc218 \ud638\ucd9c \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc5ec \ud65c\uc6a9\ub3c4\ub97c \ub192\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc624\ud508 \uc18c\uc2a4 AI \ucee4\ubba4\ub2c8\ud2f0\uac00 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uac00\ub2a5\uc131\uc758 \ud55c\uacc4\ub97c \uacc4\uc18d \ud655\uc7a5\ud574 \ub098\uac10\uc5d0 \ub530\ub77c, \uc774\ub7ec\ud55c \uac15\ub825\ud55c \ub3c4\uad6c\ub97c \uc218\uc6a9\ud558\ub294 \uae30\uc5c5\uc740 \uc2dc\ub300\ub97c \uc55e\uc11c \ub098\uac00\uace0 \uc7a5\uae30\uc801\uc778 \uc131\uacf5\uc744 \uac70\ub458 \uc218 \uc788\ub294 \uc720\ub9ac\ud55c \uc704\uce58\ub97c \uc120\uc810\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<hr class=\"wp-block-separator\" \/>\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>Stat\/Fact of the Week: The global LLM market is projected to grow from $1.59 billion in 2023 to $259.8 billion in 2030, a CAGR of 79.8% during 2023-2030 (Springs) Large language models (LLMs) have emerged as a key to building intelligent enterprise applications. However, harnessing the power of these language models requires a robust and [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":10597,"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":[125,67,109],"tags":[],"class_list":["post-10595","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-enterprise-ai-blog","category-ml-nlp","category-newsletter"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Our 4-Tool Stack + Strategy for Building Enterprise Applications on LLMs - AI&amp;YOU#53 - Skim AI<\/title>\n<meta name=\"description\" content=\"Unlock the potential of large language models for enterprise applications in 2024. Discover the top five open-source LLMs, including Llama 3, Claude 3, Grok, BERT, and Mistral Large, and learn how they can transform your business operations.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/skimai.com\/ko\/llms\uc5d0\uc11c-\uc5d4\ud130\ud504\ub77c\uc774\uc988-\uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744-\uad6c\ucd95\ud558\uae30-\uc704\ud55c-4\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Our 4-Tool Stack + Strategy for Building Enterprise Applications on LLMs - AI&amp;YOU#53 - Skim AI\" \/>\n<meta property=\"og:description\" content=\"Unlock the potential of large language models for enterprise applications in 2024. Discover the top five open-source LLMs, including Llama 3, Claude 3, Grok, BERT, and Mistral Large, and learn how they can transform your business operations.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/skimai.com\/ko\/llms\uc5d0\uc11c-\uc5d4\ud130\ud504\ub77c\uc774\uc988-\uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744-\uad6c\ucd95\ud558\uae30-\uc704\ud55c-4\/\" \/>\n<meta property=\"og:site_name\" content=\"Skim AI\" \/>\n<meta property=\"article:published_time\" content=\"2024-05-06T20:06:30+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-10T23:43:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU53.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1456\" \/>\n\t<meta property=\"og:image:height\" content=\"816\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Greggory Elias\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"Greggory Elias\" \/>\n\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"11\ubd84\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/\"},\"author\":{\"name\":\"Greggory Elias\",\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6\"},\"headline\":\"Our 4-Tool Stack + Strategy for Building Enterprise Applications on LLMs &#8211; AI&#038;YOU#53\",\"datePublished\":\"2024-05-06T20:06:30+00:00\",\"dateModified\":\"2024-06-10T23:43:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/\"},\"wordCount\":2196,\"publisher\":{\"@id\":\"https:\/\/skimai.com\/uk\/#organization\"},\"image\":{\"@id\":\"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU53.jpg\",\"articleSection\":[\"Enterprise AI\",\"LLMs \/ NLP\",\"Newsletter\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/\",\"url\":\"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/\",\"name\":\"Our 4-Tool Stack + Strategy for Building Enterprise Applications on LLMs - AI&YOU#53 - Skim AI\",\"isPartOf\":{\"@id\":\"https:\/\/skimai.com\/uk\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU53.jpg\",\"datePublished\":\"2024-05-06T20:06:30+00:00\",\"dateModified\":\"2024-06-10T23:43:14+00:00\",\"description\":\"Unlock the potential of large language models for enterprise applications in 2024. Discover the top five open-source LLMs, including Llama 3, Claude 3, Grok, BERT, and Mistral Large, and learn how they can transform your business operations.\",\"breadcrumb\":{\"@id\":\"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#primaryimage\",\"url\":\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU53.jpg\",\"contentUrl\":\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU53.jpg\",\"width\":1456,\"height\":816,\"caption\":\"AI&YOU#53\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/skimai.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Our 4-Tool Stack + Strategy for Building Enterprise Applications on LLMs &#8211; AI&#038;YOU#53\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/skimai.com\/uk\/#website\",\"url\":\"https:\/\/skimai.com\/uk\/\",\"name\":\"Skim AI\",\"description\":\"The AI Agent Workforce Platform\",\"publisher\":{\"@id\":\"https:\/\/skimai.com\/uk\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/skimai.com\/uk\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/skimai.com\/uk\/#organization\",\"name\":\"Skim AI\",\"url\":\"https:\/\/skimai.com\/uk\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/logo\/image\/\",\"url\":\"http:\/\/skimai.com\/wp-content\/uploads\/2020\/07\/SKIM-AI-Header-Logo.png\",\"contentUrl\":\"http:\/\/skimai.com\/wp-content\/uploads\/2020\/07\/SKIM-AI-Header-Logo.png\",\"width\":194,\"height\":58,\"caption\":\"Skim AI\"},\"image\":{\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.linkedin.com\/company\/skim-ai\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6\",\"name\":\"Greggory Elias\",\"url\":\"https:\/\/skimai.com\/ko\/author\/gregg\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"LLM\uc5d0\uc11c \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c 4\uac00\uc9c0 \ud234 \uc2a4\ud0dd + \uc804\ub7b5 - AI&amp;YOU#53 - Skim AI","description":"2024\ub144\uc5d0 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uc7a0\uc7ac\ub825\uc744 \ud65c\uc6a9\ud558\uc138\uc694. \ub77c\ub9c8 3, \ud074\ub85c\ub4dc 3, \uadf8\ub85c\ud06c, BERT, \ubbf8\uc2a4\ud2b8\ub784 \ub77c\uc9c0 \ub4f1 \uc0c1\uc704 5\uac00\uc9c0 \uc624\ud508 \uc18c\uc2a4 LLM\uc744 \uc0b4\ud3b4\ubcf4\uace0 \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601\uc744 \ud601\uc2e0\ud558\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uc138\uc694.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/skimai.com\/ko\/llms\uc5d0\uc11c-\uc5d4\ud130\ud504\ub77c\uc774\uc988-\uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744-\uad6c\ucd95\ud558\uae30-\uc704\ud55c-4\/","og_locale":"ko_KR","og_type":"article","og_title":"Our 4-Tool Stack + Strategy for Building Enterprise Applications on LLMs - AI&YOU#53 - Skim AI","og_description":"Unlock the potential of large language models for enterprise applications in 2024. Discover the top five open-source LLMs, including Llama 3, Claude 3, Grok, BERT, and Mistral Large, and learn how they can transform your business operations.","og_url":"https:\/\/skimai.com\/ko\/llms\uc5d0\uc11c-\uc5d4\ud130\ud504\ub77c\uc774\uc988-\uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744-\uad6c\ucd95\ud558\uae30-\uc704\ud55c-4\/","og_site_name":"Skim AI","article_published_time":"2024-05-06T20:06:30+00:00","article_modified_time":"2024-06-10T23:43:14+00:00","og_image":[{"width":1456,"height":816,"url":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU53.jpg","type":"image\/jpeg"}],"author":"Greggory Elias","twitter_card":"summary_large_image","twitter_misc":{"\uae00\uc4f4\uc774":"Greggory Elias","\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04":"11\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#article","isPartOf":{"@id":"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/"},"author":{"name":"Greggory Elias","@id":"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6"},"headline":"Our 4-Tool Stack + Strategy for Building Enterprise Applications on LLMs &#8211; AI&#038;YOU#53","datePublished":"2024-05-06T20:06:30+00:00","dateModified":"2024-06-10T23:43:14+00:00","mainEntityOfPage":{"@id":"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/"},"wordCount":2196,"publisher":{"@id":"https:\/\/skimai.com\/uk\/#organization"},"image":{"@id":"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#primaryimage"},"thumbnailUrl":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU53.jpg","articleSection":["Enterprise AI","LLMs \/ NLP","Newsletter"],"inLanguage":"ko-KR"},{"@type":"WebPage","@id":"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/","url":"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/","name":"LLM\uc5d0\uc11c \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uae30 \uc704\ud55c 4\uac00\uc9c0 \ud234 \uc2a4\ud0dd + \uc804\ub7b5 - AI&amp;YOU#53 - Skim AI","isPartOf":{"@id":"https:\/\/skimai.com\/uk\/#website"},"primaryImageOfPage":{"@id":"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#primaryimage"},"image":{"@id":"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#primaryimage"},"thumbnailUrl":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU53.jpg","datePublished":"2024-05-06T20:06:30+00:00","dateModified":"2024-06-10T23:43:14+00:00","description":"2024\ub144\uc5d0 \uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uc7a0\uc7ac\ub825\uc744 \ud65c\uc6a9\ud558\uc138\uc694. \ub77c\ub9c8 3, \ud074\ub85c\ub4dc 3, \uadf8\ub85c\ud06c, BERT, \ubbf8\uc2a4\ud2b8\ub784 \ub77c\uc9c0 \ub4f1 \uc0c1\uc704 5\uac00\uc9c0 \uc624\ud508 \uc18c\uc2a4 LLM\uc744 \uc0b4\ud3b4\ubcf4\uace0 \ube44\uc988\ub2c8\uc2a4 \uc6b4\uc601\uc744 \ud601\uc2e0\ud558\ub294 \ubc29\ubc95\uc744 \uc54c\uc544\ubcf4\uc138\uc694.","breadcrumb":{"@id":"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/"]}]},{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#primaryimage","url":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU53.jpg","contentUrl":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU53.jpg","width":1456,"height":816,"caption":"AI&YOU#53"},{"@type":"BreadcrumbList","@id":"https:\/\/skimai.com\/our-4-tool-stack-strategy-for-building-enterprise-applications-on-llms-aiyou53\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/skimai.com\/"},{"@type":"ListItem","position":2,"name":"Our 4-Tool Stack + Strategy for Building Enterprise Applications on LLMs &#8211; AI&#038;YOU#53"}]},{"@type":"WebSite","@id":"https:\/\/skimai.com\/uk\/#website","url":"https:\/\/skimai.com\/uk\/","name":"\uc2a4\ud0a4\ubc0d AI","description":"AI \uc0c1\ub2f4\uc6d0 \uc6cc\ud06c\ud3ec\uc2a4 \ud50c\ub7ab\ud3fc","publisher":{"@id":"https:\/\/skimai.com\/uk\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/skimai.com\/uk\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"ko-KR"},{"@type":"Organization","@id":"https:\/\/skimai.com\/uk\/#organization","name":"\uc2a4\ud0a4\ubc0d AI","url":"https:\/\/skimai.com\/uk\/","logo":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/skimai.com\/uk\/#\/schema\/logo\/image\/","url":"http:\/\/skimai.com\/wp-content\/uploads\/2020\/07\/SKIM-AI-Header-Logo.png","contentUrl":"http:\/\/skimai.com\/wp-content\/uploads\/2020\/07\/SKIM-AI-Header-Logo.png","width":194,"height":58,"caption":"Skim AI"},"image":{"@id":"https:\/\/skimai.com\/uk\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/skim-ai"]},{"@type":"Person","@id":"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6","name":"\uadf8\ub808\uace0\ub9ac \uc5d8\ub9ac\uc544\uc2a4","url":"https:\/\/skimai.com\/ko\/author\/gregg\/"}]}},"_links":{"self":[{"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/posts\/10595","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/users\/1003"}],"replies":[{"embeddable":true,"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/comments?post=10595"}],"version-history":[{"count":0,"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/posts\/10595\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/media\/10597"}],"wp:attachment":[{"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/media?parent=10595"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/categories?post=10595"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/tags?post=10595"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}