{"id":10759,"date":"2024-05-17T09:12:06","date_gmt":"2024-05-17T14:12:06","guid":{"rendered":"http:\/\/skimai.com\/?p=10759"},"modified":"2024-05-17T09:12:06","modified_gmt":"2024-05-17T14:12:06","slug":"%ea%b8%b0%ec%97%85%ec%9d%b4-llm-%ec%95%b1%ec%97%90-%eb%b2%a1%ed%84%b0-%eb%8d%b0%ec%9d%b4%ed%84%b0%eb%b2%a0%ec%9d%b4%ec%8a%a4%eb%a5%bc-%ec%82%ac%ec%9a%a9%ed%95%b4%ec%95%bc-%ed%95%98%eb%8a%94-%ec%9d%b4","status":"publish","type":"post","link":"https:\/\/skimai.com\/ko\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/","title":{"rendered":"\uae30\uc5c5\uc774 LLM \uc571\uc5d0 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95 - AI&amp;YOU #54"},"content":{"rendered":"<p><strong><u>\uae08\uc8fc\uc758 \ud1b5\uacc4\/\ud329\ud2b8:<\/u><\/strong> \uae08\uc8fc\uc758 \ud1b5\uacc4\/\ud329\ud2b8: \ud5a5\ud6c4 3\ub144 \ub3d9\uc548 45.9%\uc758 \uae30\uc5c5\uc774 AI \ubc0f ML \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud655\uc7a5\uc744 \uc6b0\uc120\uc21c\uc704\ub85c \uc0bc\uc744 \uacc4\ud68d\uc785\ub2c8\ub2e4. \ub2e4\uac00\uc624\ub294 \ud68c\uacc4\uc5f0\ub3c4\uc5d0 56.8%\ub294 AI\/ML \ud22c\uc790\ub97c \ud1b5\ud574 \ub450 \uc790\ub9bf\uc218 \ub9e4\ucd9c \uc99d\uac00\ub97c \uc608\uc0c1\ud558\uace0 \uc788\uc73c\uba70, \ub610 \ub2e4\ub978 37%\ub294 \ub2e4\uc74c\uacfc \uac19\uc774 \uc608\uc0c1\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>LLM\uc774 \uc810\uc810 \ub354 \uc815\uad50\ud574\uc9c0\uace0 \uae4c\ub2e4\ub85c\uc6cc\uc9c0\uba74\uc11c \uae30\uc5c5\ub4e4\uc740 \uc774\ub7ec\ud55c \ubaa8\ub378\uc744 \ud559\uc2b5\ud558\uace0 \uc6b4\uc601\ud558\ub294 \ub370 \ud544\uc694\ud55c \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud574\uc57c \ud558\ub294 \uacfc\uc81c\uc5d0 \uc9c1\uba74\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ub3c4\uc785\ud558\uba74 \ub2e4\uc74c\uacfc \uac19\uc740 \uc7a0\uc7ac\ub825\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <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\/\">\uae30\uc5c5 \ub0b4 LLM<\/a> AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158.<\/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 \uc18c\uac1c\ud569\ub2c8\ub2e4:<\/strong><\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/2024%eb%85%84-%ea%b8%b0%ec%97%85%ec%9d%b4-llm-%ec%95%a0%ed%94%8c%eb%a6%ac%ec%bc%80%ec%9d%b4%ec%85%98%ec%9d%84-%ec%9c%84%ed%95%b4-%eb%b2%a1%ed%84%b0-%eb%8d%b0%ec%9d%b4%ed%84%b0%eb%b2%a0%ec%9d%b4\/\">2024\ub144\uc5d0 \uae30\uc5c5\uc774 LLM \uc571\uc5d0 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95<\/a><\/p><\/li><li><p><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/2024%eb%85%84%ec%97%90-%eb%b2%a1%ed%84%b0-%eb%8d%b0%ec%9d%b4%ed%84%b0%eb%b2%a0%ec%9d%b4%ec%8a%a4%eb%a1%9c-%ed%99%95%ec%9e%a5-%ea%b0%80%eb%8a%a5%ed%95%9c-%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4\/\">2024\ub144\uc5d0 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c \ud655\uc7a5 \uac00\ub2a5\ud55c \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\ub97c \uad6c\ucd95\ud558\ub294 \ubc29\ubc95<\/a><\/p><\/li><li><p><a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/%ea%b8%b0%ec%97%85%ec%97%90%ec%84%9c-%eb%b2%a1%ed%84%b0-%eb%8d%b0%ec%9d%b4%ed%84%b0%eb%b2%a0%ec%9d%b4%ec%8a%a4%eb%a5%bc-%ea%b5%ac%ed%98%84%ed%95%98%ea%b8%b0-%ec%9c%84%ed%95%9c-10%ea%b0%80%ec%a7%80\/\">\uae30\uc5c5\uc5d0\uc11c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ub3c4\uc785\ud558\uae30 \uc704\ud55c 10\uac00\uc9c0 \uc804\ub7b5<\/a><\/p><\/li>\n<\/ol>\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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#How_your_enterprise_should_be_using_vector_database_for_its_LLM_apps_%E2%80%93_AI_YOU_54\" >\uae30\uc5c5\uc5d0\uc11c LLM \uc571\uc5d0 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95 - AI&amp;YOU #54<\/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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#How_vector_databases_work\" >\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc791\ub3d9 \ubc29\uc2dd<\/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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#Advantages_of_using_vector_databases_for_LLM_applications\" >LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud560 \ub54c\uc758 \uc774\uc810<\/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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#LLMs_and_Vector_Databases_A_Perfect_Match_for_Enterprise_AI\" >LLM\uacfc \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4: \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\ub97c \uc704\ud55c \uc644\ubcbd\ud55c \uc870\ud569<\/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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#Challenges_of_using_traditional_databases_for_LLM_data_storage_and_retrieval\" >LLM \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \uac80\uc0c9\uc5d0 \uae30\uc874 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud560 \ub54c\uc758 \ubb38\uc81c\uc810<\/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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#How_vector_databases_overcome_these_challenges\" >\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uac00 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \uadf9\ubcf5\ud558\ub294 \ubc29\ubc95<\/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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#Identifying_use_cases_for_vector_databases_in_your_LLM_applications\" >LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc0ac\uc6a9 \uc0ac\ub840 \ud30c\uc545\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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#Choosing_the_right_vector_database_for_your_needs\" >\ud544\uc694\uc5d0 \ub9de\ub294 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc120\ud0dd<\/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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#Best_practices_for_integrating_vector_databases_with_your_LLM_applications\" >\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \ud1b5\ud569\ud558\uae30 \uc704\ud55c \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-10\" href=\"https:\/\/skimai.com\/ko\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#Enabling_Retrieval_Augmented_Generation_RAG_with_Vector_Databases\" >\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG) \ud65c\uc131\ud654\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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#Impact_on_Enterprise_AI_Scalability_Adoption_and_ROI\" >\uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \ud655\uc7a5\uc131, \ucc44\ud0dd \ubc0f ROI\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5<\/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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#10_Strategies_for_Adopting_Vector_Databases_in_Your_Enterprise\" >\uae30\uc5c5\uc5d0\uc11c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ub3c4\uc785\ud558\uae30 \uc704\ud55c 10\uac00\uc9c0 \uc804\ub7b5<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_your_enterprise_should_be_using_vector_database_for_its_LLM_apps_%E2%80%93_AI_YOU_54\"><\/span><strong>\uae30\uc5c5\uc5d0\uc11c LLM \uc571\uc5d0 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95 - AI&amp;YOU #54<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uace0\ucc28\uc6d0 \ubca1\ud130 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \uad00\ub9ac\ud558\ub3c4\ub85d \uc124\uacc4\ub41c \ud2b9\uc218 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \ud589\uacfc \uc5f4\ub85c \uc800\uc7a5\ud558\ub294 \uae30\uc874 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ub2ec\ub9ac, \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub370\uc774\ud130\ub97c \ubca1\ud130 \uacf5\uac04\uc5d0\uc11c \uc22b\uc790 \ubca1\ud130\ub85c \ud45c\ud604\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>\ud14d\uc2a4\ud2b8 \ubb38\uc11c\ub098 \uc774\ubbf8\uc9c0\uc640 \uac19\uc740 \uac01 \ub370\uc774\ud130 \uc694\uc18c\ub294 \ub370\uc774\ud130\uc758 \uc758\ubbf8\uc801 \uc758\ubbf8\ub97c \ud3ec\ucc29\ud558\ub294 \uc870\ubc00\ud558\uace0 \uace0\uc815\ub41c \uae38\uc774\uc758 \uc22b\uc790 \ud45c\ud604\uc778 \ubca1\ud130 \uc784\ubca0\ub529\uc73c\ub85c \ubcc0\ud658\ub429\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_vector_databases_work\"><\/span>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc791\ub3d9 \ubc29\uc2dd<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ud575\uc2ec\uc5d0\ub294 \ubca1\ud130 \uc784\ubca0\ub529\uacfc \ubca1\ud130 \uacf5\uac04\uc774\ub77c\ub294 \uac1c\ub150\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ubca1\ud130 \uc784\ubca0\ub529\uc740 \ub370\uc774\ud130 \uc694\uc18c\ub97c \uace0\ucc28\uc6d0 \ubca1\ud130 \uacf5\uac04\uc5d0 \ub9e4\ud551\ud558\ub294 \ubc29\ubc95\uc744 \ud559\uc2b5\ud558\ub294 word2vec \ub610\ub294 BERT\uc640 \uac19\uc740 \uba38\uc2e0 \ub7ec\ub2dd \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0dd\uc131\ub429\ub2c8\ub2e4. \uc774 \ubca1\ud130 \uacf5\uac04\uc5d0\uc11c \uc720\uc0ac\ud55c \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub294 \uc11c\ub85c \uac00\uae4c\uc6b4 \ubca1\ud130\ub85c \ud45c\ud604\ub418\uace0, \uc11c\ub85c \ub2e4\ub978 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub294 \ub354 \uba40\ub9ac \ub5a8\uc5b4\uc838 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\uba74 \ud6a8\uc728\uc801\uc778 \uc720\uc0ac\ub3c4 \uac80\uc0c9\uacfc \uac00\uc7a5 \uac00\uae4c\uc6b4 \uc774\uc6c3 \uac80\uc0c9 \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucffc\ub9ac \ubca1\ud130\uac00 \uc81c\uacf5\ub418\uba74 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ucf54\uc0ac\uc778 \uc720\uc0ac\ub3c4\ub098 \uc720\ud074\ub9ac\ub4dc \uac70\ub9ac\uc640 \uac19\uc740 \uac70\ub9ac \uba54\ud2b8\ub9ad\uc744 \uc0ac\uc6a9\ud574 \ubca1\ud130 \uacf5\uac04\uc5d0\uc11c \uac00\uc7a5 \uc720\uc0ac\ud55c \ubca1\ud130\ub97c \ube60\ub974\uac8c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc815\ud655\ud55c \ud0a4\uc6cc\ub4dc \uc77c\uce58\uac00 \uc544\ub2cc \uc758\ubbf8\ub860\uc801 \uc720\uc0ac\uc131\uc744 \uae30\ubc18\uc73c\ub85c \uad00\ub828 \ub370\uc774\ud130\ub97c \ube60\ub974\uace0 \uc815\ud655\ud558\uac8c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Advantages_of_using_vector_databases_for_LLM_applications\"><\/span>LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud560 \ub54c\uc758 \uc774\uc810<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc9c0\uc6d0\ud560 \ub54c \uae30\uc874 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \ube44\ud574 \uba87 \uac00\uc9c0 \uc8fc\uc694 \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4:<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\uc2dc\ub9e8\ud2f1 \uac80\uc0c9:<\/strong> \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud558\uba74 \uc2dc\ub9e8\ud2f1 \uac80\uc0c9\uc774 \uac00\ub2a5\ud558\ubbc0\ub85c LLM\uc740 \uc815\ud655\ud55c \ud0a4\uc6cc\ub4dc \uc77c\uce58\uc5d0 \uc758\uc874\ud558\uc9c0 \uc54a\uace0 \ucffc\ub9ac\uc758 \uc758\ubbf8\uc640 \ub9e5\ub77d\uc5d0 \ub530\ub77c \uc815\ubcf4\ub97c \uac80\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p><\/li><li><p><strong>\ud655\uc7a5\uc131:<\/strong> \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub300\uaddc\ubaa8 \ubca1\ud130 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc218\ubc31\ub9cc \ub610\ub294 \uc218\uc2ed\uc5b5 \uac1c\uc758 \uace0\ucc28\uc6d0 \ubca1\ud130\ub97c \uc800\uc7a5\ud558\uace0 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p><\/li><li><p><strong>\ucffc\ub9ac \uc2dc\uac04 \ub2e8\ucd95:<\/strong> \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uc0ac\uc6a9\ud558\ub294 \ud2b9\uc218 \uc778\ub371\uc2f1 \ubc0f \uac80\uc0c9 \uc54c\uace0\ub9ac\uc998\uc740 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c\ub3c4 \ub9e4\uc6b0 \ube60\ub978 \ucffc\ub9ac \uc2dc\uac04\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p><\/li><li><p><strong>\uc815\ud655\ub3c4 \ud5a5\uc0c1:<\/strong> \ubca1\ud130 \uc784\ubca0\ub529\uc5d0\uc11c \ucea1\ucc98\ud55c \uc2dc\ub9e8\ud2f1 \uc815\ubcf4\ub97c \ud65c\uc6a9\ud568\uc73c\ub85c\uc368 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 LLM\uc774 \uc0ac\uc6a9\uc790 \ucffc\ub9ac\uc5d0 \ub300\ud574 \ubcf4\ub2e4 \uc815\ud655\ud558\uace0 \ub9e5\ub77d\uc5d0 \ub9de\ub294 \ub2f5\ubcc0\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc640\uc90d\ub2c8\ub2e4.<\/p><\/li>\n<\/ol>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/a5d6dcb4-99f8-43a7-bd94-d779a9fa57f4.jpg\" alt=\"\ud06c\ub85c\ub9c8 \ubca1\ud130 DB\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"LLMs_and_Vector_Databases_A_Perfect_Match_for_Enterprise_AI\"><\/span>LLM\uacfc \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4: \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\ub97c \uc704\ud55c \uc644\ubcbd\ud55c \uc870\ud569<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>LLM\uc758 \uc131\uacf5 \uc5ec\ubd80\ub294 \ud559\uc2b5\ud558\ub294 \ub370\uc774\ud130\uc758 \ud488\uc9c8\uacfc \uc811\uadfc\uc131\uc5d0 \ud06c\uac8c \uc88c\uc6b0\ub429\ub2c8\ub2e4. \ubc14\ub85c \uc774 \uc810\uc5d0\uc11c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 LLM\uc5d0 \ud544\uc694\ud55c \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud560 \uc218 \uc788\ub294 \uac15\ub825\ud55c \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>LLM\uc740 \uc218\uc2ed\uc5b5 \uac1c\uc758 \ub2e8\uc5b4\uac00 \ud3ec\ud568\ub41c \ubc29\ub300\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ud559\uc2b5\ud558\uc5ec \uc5b8\uc5b4\uc758 \ubcf5\uc7a1\uc131\uc744 \ud559\uc2b5\ud558\uace0 \ubb38\ub9e5\uacfc \uc758\ubbf8\ub97c \uae4a\uc774 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc804 \ud559\uc2b5\uc774 \uc644\ub8cc\ub418\uba74 LLM\uc740 \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc640 \uc0b0\uc5c5\uc5d0 \ub9de\uac8c \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130\ub97c \ubbf8\uc138 \uc870\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc758 \ud488\uc9c8\uacfc \uad00\ub828\uc131\uc740 \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c LLM\uc758 \uc131\ub2a5\uacfc \uc815\ud655\ub3c4\uc5d0 \uc9c1\uc811\uc801\uc778 \uc601\ud5a5\uc744 \ubbf8\uce69\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Challenges_of_using_traditional_databases_for_LLM_data_storage_and_retrieval\"><\/span>LLM \ub370\uc774\ud130 \uc800\uc7a5 \ubc0f \uac80\uc0c9\uc5d0 \uae30\uc874 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud560 \ub54c\uc758 \ubb38\uc81c\uc810<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \uac19\uc740 \uae30\uc874 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 LLM\uc5d0 \ud544\uc694\ud55c \ube44\uc815\ud615 \ubc0f \uace0\ucc28\uc6d0 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \uc801\ud569\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ubb38\uc81c\ub85c \uc5b4\ub824\uc6c0\uc744 \uacaa\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\ud655\uc7a5\uc131:<\/strong> \uae30\uc874 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ucc98\ub9ac\ud560 \ub54c \uc131\ub2a5 \ubb38\uc81c\uc5d0 \uc9c1\uba74\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uae30 \ub54c\ubb38\uc5d0 LLM \ud559\uc2b5 \ubc0f \uc6b4\uc601\uc5d0 \ud544\uc694\ud55c \ubc29\ub300\ud55c \uc591\uc758 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud558\uae30\uac00 \uc5b4\ub835\uc2b5\ub2c8\ub2e4.<\/p><\/li><li><p><strong>\ube44\ud6a8\uc728\uc801\uc778 \uac80\uc0c9<\/strong>: \uae30\uc874 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ud0a4\uc6cc\ub4dc \uae30\ubc18 \uac80\uc0c9\uc740 \ub370\uc774\ud130\uc758 \uc758\ubbf8\ub860\uc801 \uc758\ubbf8\uc640 \ub9e5\ub77d\uc744 \ud3ec\ucc29\ud558\uc9c0 \ubabb\ud558\uc5ec LLM\uc774 \ucffc\ub9ac\ud560 \ub54c \uad00\ub828\uc131\uc774 \uc5c6\uac70\ub098 \ubd88\uc644\uc804\ud55c \uacb0\uacfc\ub97c \ucd08\ub798\ud569\ub2c8\ub2e4.<\/p><\/li><li><p><strong>\uc720\uc5f0\uc131 \ubd80\uc871:<\/strong> \uae30\uc874 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uacbd\uc9c1\ub41c \uc2a4\ud0a4\ub9c8\ub294 LLM\uacfc \uad00\ub828\ub41c \ub2e4\uc591\ud558\uace0 \uc9c4\ud654\ud558\ub294 \ub370\uc774\ud130 \uc720\ud615\uacfc \uad6c\uc870\ub97c \uc218\uc6a9\ud558\uae30 \uc5b4\ub835\uac8c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p><\/li>\n<\/ol>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_vector_databases_overcome_these_challenges\"><\/span>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uac00 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \uadf9\ubcf5\ud558\ub294 \ubc29\ubc95<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 LLM\uc744 \uc9c0\uc6d0\ud560 \ub54c \uae30\uc874 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ud55c\uacc4\ub97c \ud574\uacb0\ud558\ub3c4\ub85d \ud2b9\ubcc4\ud788 \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\ucee8\ud14d\uc2a4\ud2b8 \uc778\uc2dd \ub370\uc774\ud130 \uac80\uc0c9\uc744 \uc704\ud55c \ud6a8\uc728\uc801\uc778 \uc720\uc0ac\ub3c4 \uac80\uc0c9:<\/strong> \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub370\uc774\ud130\ub97c \uace0\ucc28\uc6d0 \uacf5\uac04\uc5d0\uc11c \ubca1\ud130\ub85c \ud45c\ud604\ud568\uc73c\ub85c\uc368 \ube60\ub974\uace0 \uc815\ud655\ud55c \uc720\uc0ac\ub3c4 \uac80\uc0c9\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4. LLM\uc740 \ucffc\ub9ac\uc758 \uc758\ubbf8\ub860\uc801 \uc758\ubbf8\ub97c \uae30\ubc18\uc73c\ub85c \uad00\ub828 \uc815\ubcf4\ub97c \uac80\uc0c9\ud560 \uc218 \uc788\uc5b4 \ubcf4\ub2e4 \ub9e5\ub77d\uc5d0 \uc801\ud569\ud55c \uc751\ub2f5\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p><\/li><li><p><strong>\ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc9d1\ud569\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ud655\uc7a5\uc131:<\/strong> \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ubc29\ub300\ud55c \uc591\uc758 \ubca1\ud130 \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \uad6c\ucd95\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec \uba38\uc2e0\uc5d0 \uac78\uccd0 \uc218\ud3c9\uc801\uc73c\ub85c \ud655\uc7a5\ud560 \uc218 \uc788\uc5b4 LLM\uc5d0 \ud544\uc694\ud55c \uc218\uc2ed\uc5b5 \uac1c\uc758 \ubca1\ud130 \uc784\ubca0\ub529\uc744 \uc800\uc7a5\ud558\uace0 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p><\/li>\n<\/ol>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Identifying_use_cases_for_vector_databases_in_your_LLM_applications\"><\/span>LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc0ac\uc6a9 \uc0ac\ub840 \ud30c\uc545\ud558\uae30<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uad6c\ud604\ud558\uae30 \uc804\uc5d0 \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uac00\uc7a5 \ud070 \uac00\uce58\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\ub294 \uad6c\uccb4\uc801\uc778 \uc0ac\uc6a9 \uc0ac\ub840\ub97c \ud30c\uc545\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>\uc2dc\ub9e8\ud2f1 \uac80\uc0c9 \ubc0f \uc815\ubcf4 \uac80\uc0c9<\/strong> \uc740 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uac00 \ud0c1\uc6d4\ud55c \uc601\uc5ed \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. LLM\uc740 \ubb38\uc11c, \uc774\ubbf8\uc9c0 \ubc0f \uae30\ud0c0 \ub370\uc774\ud130\ub97c \ubca1\ud130\ub85c \ud45c\ud604\ud568\uc73c\ub85c\uc368 \uc790\uc5f0\uc5b4 \ucffc\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc758\ubbf8\uc801\uc73c\ub85c \uac00\uc7a5 \uc720\uc0ac\ud55c \uacb0\uacfc\ub97c \uac80\uc0c9\ud558\uc5ec \uac80\uc0c9 \uacb0\uacfc\uc758 \uc815\ud655\uc131\uacfc \uad00\ub828\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>\uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131 \ub610\ub294 <\/strong><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%9d%98-%ec%95%84%ec%9d%b4%ec%9c%a0-40-%ea%b2%80%ec%83%89-%ec%a6%9d%ea%b0%95-%ec%84%b8%eb%8c%80-%ea%b1%b8%eb%a0%88\/\"><strong>RAG<\/strong><\/a><strong>,<\/strong> \ub294 \ub610 \ub2e4\ub978 \uc8fc\uc694 \uc0ac\uc6a9 \uc0ac\ub840\ub85c, LLM\uc774 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ud1b5\ud569\ud558\uc5ec \ubcf4\ub2e4 \uc815\ud655\ud558\uace0 \ub9e5\ub77d\uc5d0 \ub9de\ub294 \uc751\ub2f5\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0dd\uc131 \uacfc\uc815\uc5d0\uc11c LLM\uc740 \uc785\ub825 \ucffc\ub9ac\ub97c \uae30\ubc18\uc73c\ub85c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uad00\ub828 \uc815\ubcf4\ub97c \uac80\uc0c9\ud558\uc5ec \uc0dd\uc131\ub41c \ud14d\uc2a4\ud2b8\uc758 \uc77c\uad00\uc131\uacfc \uc0ac\uc2e4 \uc815\ud655\uc131\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>\uac1c\uc778\ud654 \ubc0f \ucd94\ucc9c \uc2dc\uc2a4\ud15c<\/strong> \ub3c4 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c\ubd80\ud130 \ud070 \uc774\uc810\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \uc120\ud638\ub3c4, \ud589\ub3d9, \uc544\uc774\ud15c\uc758 \ud2b9\uc9d5\uc744 \ubca1\ud130\ub85c \ud45c\ud604\ud568\uc73c\ub85c\uc368 LLM\uc740 \uc0ac\uc6a9\uc790\uc640 \uc544\uc774\ud15c \ubca1\ud130 \uac04\uc758 \uc720\uc0ac\uc131\uc744 \uacc4\uc0b0\ud558\uc5ec \uace0\ub3c4\ub85c \ud0c0\uac9f\ud305\ub41c \ucd94\ucc9c\uacfc \uc0ac\uc6a9\uc790\ubcc4 \uacb0\uacfc\ubb3c\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uc6a9\ub3c4\ub85c\ub3c4 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong>\uc9c0\uc2dd \uad00\ub9ac \ubc0f \ucf58\ud150\uce20 \uad6c\uc131<\/strong>. \uae30\uc5c5\uc5d0\uc11c\ub294 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ud65c\uc6a9\ud558\uc5ec \ub300\ub7c9\uc758 \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \uc815\ub9ac\ud558\uace0 \uad00\ub9ac\ud560 \uc218 \uc788\uc73c\uba70, \uc720\uc0ac\ud55c \ubca1\ud130\ub97c \ud568\uaed8 \ubb36\uc5b4 \ucf58\ud150\uce20\ub97c \uc790\ub3d9\uc73c\ub85c \ubd84\ub958\ud558\uace0 \ud0dc\uadf8\ub97c \uc9c0\uc815\ud558\uc5ec \uac80\uc0c9\uacfc \ud0d0\uc0c9\uc774 \ub354\uc6b1 \uc26c\uc6cc\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Choosing_the_right_vector_database_for_your_needs\"><\/span>\ud544\uc694\uc5d0 \ub9de\ub294 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc120\ud0dd<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc801\uc808\ud55c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc120\ud0dd\ud558\ub294 \uac83\uc740 \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc131\uacf5\uc744 \uc704\ud574 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc591\ud55c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc194\ub8e8\uc158\uc744 \ud3c9\uac00\ud560 \ub54c\ub294 \uc624\ud508 \uc18c\uc2a4 \uc635\uc158\uacfc \ub3c5\uc810 \uc635\uc158 \uac04\uc758 \uc7a5\ub2e8\uc810\uc744 \uace0\ub824\ud558\uc138\uc694.<\/p>\n\n\n<p>\uc624\ud508 \uc18c\uc2a4 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ud65c\ubc1c\ud55c \ucee4\ubba4\ub2c8\ud2f0, \uc815\uae30\uc801\uc778 \uc5c5\ub370\uc774\ud2b8, \uad11\ubc94\uc704\ud55c \ubb38\uc11c\uc640 \ud568\uaed8 \uc720\uc5f0\uc131, \ucee4\uc2a4\ud130\ub9c8\uc774\uc9d5, \ube44\uc6a9 \ud6a8\uc728\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ubc18\uba74\uc5d0 \ud074\ub77c\uc6b0\ub4dc \ud50c\ub7ab\ud3fc\uc774\ub098 \uc804\ubb38 \uacf5\uae09\uc5c5\uccb4\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ub3c5\uc810 \uc194\ub8e8\uc158\uc740 \uad00\ub9ac\ud615 \uc11c\ube44\uc2a4, \uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 \uc9c0\uc6d0, \uc5d0\ucf54\uc2dc\uc2a4\ud15c\uc758 \ub2e4\ub978 \ub3c4\uad6c\uc640\uc758 \uc6d0\ud65c\ud55c \ud1b5\ud569\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, \ub354 \ub192\uc740 \ube44\uc6a9\uacfc \uacf5\uae09\uc5c5\uccb4 \uc885\uc18d \uc704\ud5d8\uc774 \ub530\ub97c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\ud655\uc7a5\uc131, \uc131\ub2a5, \ud1b5\ud569 \uc6a9\uc774\uc131\uc740 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc120\ud0dd\ud560 \ub54c \ud3c9\uac00\ud574\uc57c \ud560 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4. \uc800\uc7a5 \uc6a9\ub7c9\uacfc \ucffc\ub9ac \uc131\ub2a5 \uce21\uba74\uc5d0\uc11c \ub370\uc774\ud130\uc758 \uaddc\ubaa8\ub97c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ub2a5\ub825\uc744 \ud3c9\uac00\ud558\uace0, \ub300\uaddc\ubaa8 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc720\uc0ac\ub3c4 \uac80\uc0c9 \uc18d\ub3c4\ub97c \ud06c\uac8c \ub192\uc77c \uc218 \uc788\ub294 \uadfc\uc0ac \uadfc\uc0ac \uc774\uc6c3(ANN) \uac80\uc0c9\uacfc \uac19\uc740 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc778\ub371\uc2f1 \ubc0f \uac80\uc0c9 \uc54c\uace0\ub9ac\uc998\uc744 \uace0\ub824\ud558\uc138\uc694.<\/p>\n\n\n<p>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uac00 LLM \ud504\ub808\uc784\uc6cc\ud06c, \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778, \ub2e4\uc6b4\uc2a4\ud2b8\ub9bc \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub4f1 \uae30\uc874 \uae30\uc220 \uc2a4\ud0dd\uacfc \uc5bc\ub9c8\ub098 \uc798 \ud1b5\ud569\ub418\ub294\uc9c0 \uc870\uc0ac\ud558\uace0, \ud65c\ubc1c\ud55c \ucee4\ubba4\ub2c8\ud2f0, \ud3ec\uad04\uc801\uc778 \ubb38\uc11c, \uc2e0\uc18d\ud55c \uc9c0\uc6d0 \ucc44\ub110\uc744 \uac16\ucd98 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc6b0\uc120\uc21c\uc704\ub97c \uc815\ud558\uc5ec \uc801\uc2dc\uc5d0 \ub3c4\uc6c0\ub9d0, \ubc84\uadf8 \uc218\uc815, \uae30\ub2a5 \uc5c5\ub370\uc774\ud2b8\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\ub3c4\ub85d \ud558\uc138\uc694.<\/p>\n\n\n<figure class=\"wp-block-image\">\n<img decoding=\"async\" src=\"http:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/55c1b3eb-a9d2-416b-8455-d3e011249207.png\" alt=\"\uc624\ud508 \uc18c\uc2a4 \ub300 \ub3c5\uc810 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Best_practices_for_integrating_vector_databases_with_your_LLM_applications\"><\/span>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \ud1b5\ud569\ud558\uae30 \uc704\ud55c \ubaa8\ubc94 \uc0ac\ub840<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0\uc11c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc6d0\ud65c\ud558\uace0 \ud6a8\uacfc\uc801\uc73c\ub85c \uad6c\ud604\ud558\ub824\uba74 \uba87 \uac00\uc9c0 \ubaa8\ubc94 \uc0ac\ub840\ub97c \ub530\ub77c\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>\uba3c\uc800 <strong>\uac15\ub825\ud55c \ub370\uc774\ud130 \uc804\ucc98\ub9ac \ud30c\uc774\ud504\ub77c\uc778<\/strong> \ub97c \uc0ac\uc6a9\ud558\uc5ec \uc6d0\uc2dc \ub370\uc774\ud130\ub97c \ubca1\ud130 \uc784\ubca0\ub529 \uc0dd\uc131\uc5d0 \uc801\ud569\ud55c \ud615\uc2dd\uc73c\ub85c \uc815\ub9ac, \uc815\uaddc\ud654 \ubc0f \ubcc0\ud658\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc784\ubca0\ub529 \ubaa8\ub378\uacfc \uae30\ubc95\uc744 \uc2e4\ud5d8\ud558\uc5ec \ud2b9\uc815 \uc0ac\uc6a9 \uc0ac\ub840\uc640 \ub370\uc774\ud130 \uc720\ud615\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \ucc3e\uace0, \ub3c4\uba54\uc778\ubcc4 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc0ac\uc804 \ud559\uc2b5\ub41c \uc784\ubca0\ub529 \ubaa8\ub378\uc744 \ubbf8\uc138 \uc870\uc815\ud558\uc5ec \uae30\uc5c5\uc758 \ucee8\ud14d\uc2a4\ud2b8 \ub0b4\uc5d0\uc11c \uace0\uc720\ud55c \uc758\ubbf8\uc640 \uad00\uacc4\ub97c \ud3ec\ucc29\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uad6c\ud604 <strong>\ub370\uc774\ud130 \ud488\uc9c8 \uac80\uc0ac \ubc0f \uc720\ud6a8\uc131 \uac80\uc0ac \ub2e8\uacc4<\/strong> \ub97c \uc0ac\uc6a9\ud558\uc5ec \ubca1\ud130 \uc784\ubca0\ub529\uc758 \uc77c\uad00\uc131\uacfc \uc548\uc815\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p><strong>\ucffc\ub9ac \ucd5c\uc801\ud654 \ubc0f \uc131\ub2a5 \ud29c\ub2dd<\/strong> \ub294 \ud6a8\uc728\uc801\uc778 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc0ac\uc6a9\uc744 \uc704\ud574 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc778\ub371\uc2f1 \ubc0f \uac80\uc0c9 \ub9e4\uac1c\ubcc0\uc218\ub97c \ubbf8\uc138 \uc870\uc815\ud558\uc5ec \ucffc\ub9ac \uc18d\ub3c4\uc640 \uc815\ud655\ub3c4 \uc0ac\uc774\uc758 \uade0\ud615\uc744 \ub9de\ucd94\uace0, \ucc28\uc6d0 \ucd95\uc18c, \uc815\ub7c9\ud654 \ubc29\ubc95, \uce90\uc2f1 \uba54\ucee4\ub2c8\uc998\uacfc \uac19\uc740 \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \ubca1\ud130\uc758 \uc800\uc7a5 \ubc0f \uac80\uc0c9\uc744 \ucd5c\uc801\ud654\ud558\uc138\uc694.<\/p>\n\n\n<p>\uc124\uc815 <strong>\uc885\ud569 \ubaa8\ub2c8\ud130\ub9c1 \uc2dc\uc2a4\ud15c<\/strong> \ub97c \uc0ac\uc6a9\ud558\uc5ec \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc131\ub2a5, \uac00\uc6a9\uc131 \ubc0f \uc0c1\ud0dc\ub97c \ucd94\uc801\ud558\uace0 \ubca1\ud130 \ub370\uc774\ud130\uc758 \ubb34\uacb0\uc131\uacfc \ucd5c\uc2e0\uc131\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \uc815\uae30\uc801\uc778 \uc720\uc9c0 \uad00\ub9ac \uc791\uc5c5\uc744 \uc218\ud589\ud558\uc138\uc694.<\/p>\n\n\n<p><strong>\ubcf4\uc548 \ubc0f \uc561\uc138\uc2a4 \uc81c\uc5b4<\/strong> \uc911\uc694\ud55c \uae30\uc5c5 \ub370\uc774\ud130\ub97c \ub2e4\ub8f0 \ub54c\ub294 \ubcf4\uc548\uc774 \ubb34\uc5c7\ubcf4\ub2e4 \uc911\uc694\ud569\ub2c8\ub2e4. \uc554\ud638\ud654, \uc778\uc99d, \uc561\uc138\uc2a4 \uc81c\uc5b4 \uba54\ucee4\ub2c8\uc998\uacfc \uac19\uc740 \uac15\ub825\ud55c \ubcf4\uc548 \uc870\uce58\ub97c \uad6c\ud604\ud558\uc5ec \ubbfc\uac10\ud55c \uc815\ubcf4\ub97c \ubcf4\ud638\ud558\uace0, \uc561\uc138\uc2a4 \ub85c\uadf8\ub97c \uc815\uae30\uc801\uc73c\ub85c \uac10\uc0ac \ubc0f \uac80\ud1a0\ud558\uc5ec \ubb34\ub2e8 \uc561\uc138\uc2a4 \uc2dc\ub3c4\ub098 \uc758\uc2ec\uc2a4\ub7ec\uc6b4 \ud65c\ub3d9\uc744 \uac10\uc9c0\ud558\uace0 \ubc29\uc9c0\ud558\uc138\uc694.<\/p>\n\n\n<p>\uc721\uc131 <strong>\ud611\uc5c5 \ubc0f \uc9c0\uc2dd \uacf5\uc720 \ubb38\ud654<\/strong> \ub97c \ud1b5\ud574 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubc0f LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uad00\ub828\ub41c \ubaa8\ubc94 \uc0ac\ub840, \uad50\ud6c8, \ud601\uc2e0\uc801\uc778 \uc544\uc774\ub514\uc5b4\uc758 \uad50\ud658\uc744 \uc7a5\ub824\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc774\ub7ec\ud55c \ubaa8\ubc94 \uc0ac\ub840\ub97c \ub530\ub974\uace0 \uae30\uc5c5\uc758 \uace0\uc720\ud55c \uc694\uad6c \uc0ac\ud56d\uc744 \uace0\ub824\ud558\uba74 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc131\uacf5\uc801\uc73c\ub85c \uad6c\ud604\ud558\uace0 LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc7a0\uc7ac\ub825\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\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\/b1132c2f-f254-4ed2-9f67-bf57ce8fa091.png\" alt=\"\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubaa8\ubc94 \uc0ac\ub840\" \/>\n<\/figure>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Enabling_Retrieval_Augmented_Generation_RAG_with_Vector_Databases\"><\/span>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub85c \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131(RAG) \ud65c\uc131\ud654\ud558\uae30<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\uc5d0\uc11c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uac00\uc7a5 \ud765\ubbf8\ub85c\uc6b4 \uc751\uc6a9 \ubd84\uc57c \uc911 \ud558\ub098\ub294 \uac80\uc0c9 \uc99d\uac15 \uc0dd\uc131\uc744 \uac00\ub2a5\ud558\uac8c \ud558\ub294 \uae30\ub2a5\uc785\ub2c8\ub2e4. RAG\ub294 \ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378\uc758 \uac15\ub825\ud55c \uc131\ub2a5\uc744 \ubca1\ud130 \uac80\uc0c9\uacfc \uacb0\ud569\ud558\uc5ec \ubb38\ub9e5\uacfc \uc5f0\uad00\uc131\uc774 \ub192\uace0 \uc815\ud655\ud55c \ub2f5\ubcc0\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>\uae30\uc5c5 \ud658\uacbd\uc5d0\uc11c\ub294 RAG\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \ucffc\ub9ac\ub97c \ub180\ub77c\uc6b4 \uc815\ud655\ub3c4\ub85c \uc774\ud574\ud558\uace0 \uc751\ub2f5\ud560 \uc218 \uc788\ub294 \uc9c0\ub2a5\ud615 \ucc57\ubd07\uacfc \uac00\uc0c1 \ube44\uc11c\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. LLM\uc740 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ud65c\uc6a9\ud558\uc5ec \uad00\ub828 \uc815\ubcf4\ub97c \uc800\uc7a5\ud558\uace0 \uac80\uc0c9\ud568\uc73c\ub85c\uc368 \ub300\ud654\uc758 \ud2b9\uc815 \ucee8\ud14d\uc2a4\ud2b8\uc5d0 \ub9de\ub294 \uc0ac\ub78c\uacfc \uac19\uc740 \uc751\ub2f5\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<p>\uc608\ub97c \ub4e4\uc5b4, \uae08\uc735 \uae30\uad00\uc740 RAG \uae30\ubc18 \ucc57\ubd07\uc744 \ubc30\ud3ec\ud558\uc5ec \uace0\uac1d\uc5d0\uac8c \uac1c\uc778\ud654\ub41c \ud22c\uc790 \uc870\uc5b8\uc744 \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucc57\ubd07\uc740 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 LLM\uc744 \ud1b5\ud569\ud558\uc5ec \uace0\uac1d\uc758 \uc7ac\ubb34 \ubaa9\ud45c, \uc704\ud5d8 \ud5c8\uc6a9 \ubc94\uc704, \ud22c\uc790 \uc120\ud638\ub3c4\ub97c \ud30c\uc545\ud558\uace0 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0\uc11c \uac80\uc0c9\ub41c \uac00\uc7a5 \uad00\ub828\uc131\uc774 \ub192\uc740 \uc815\ubcf4\ub97c \uae30\ubc18\uc73c\ub85c \ub9de\ucda4\ud615 \ucd94\ucc9c\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Impact_on_Enterprise_AI_Scalability_Adoption_and_ROI\"><\/span>\uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \ud655\uc7a5\uc131, \ucc44\ud0dd \ubc0f ROI\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uae30\uc220\uc758 \ubc1c\uc804\uacfc \ub2e4\ub978 AI \ud601\uc2e0\uacfc\uc758 \ud1b5\ud569\uc740 \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \ub3c4\uc785, \ud655\uc7a5\uc131 \ubc0f \ud655\uc7a5\uc131\uc5d0 \ud070 \uc601\ud5a5\uc744 \ubbf8\uce58\uace0 \uc788\uc2b5\ub2c8\ub2e4. <a rel=\"noopener noreferrer\" href=\"http:\/\/skimai.com\/ko\/%ec%b5%9c%ea%b3%a0%ec%9d%98-roi%eb%a5%bc-%eb%8b%ac%ec%84%b1%ed%95%9c-4%ea%b0%80%ec%a7%80-%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4%ec%a6%88-lmm-%ec%82%ac%ec%9a%a9-%ec%82%ac%eb%a1%80\/\">\ud22c\uc790 \uc218\uc775\ub960(ROI)<\/a>. \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ud1b5\ud574 \ub354\uc6b1 \ud655\uc7a5 \uac00\ub2a5\ud558\uace0 \ud6a8\uc728\uc801\uc774\uba70 \uc124\uba85 \uac00\ub2a5\ud55c AI \uc194\ub8e8\uc158\uc774 \uac00\ub2a5\ud574\uc9d0\uc5d0 \ub530\ub77c \uae30\uc5c5\uc740 AI \ud22c\uc790\uc5d0\uc11c \ub354 \ud070 \uac00\uce58\ub97c \ucc3d\ucd9c\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4.<\/p>\n\n\n<p>\ubc29\ub300\ud55c \uc591\uc758 \ube44\uc815\ud615 \ub370\uc774\ud130\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ucc98\ub9ac\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\ub294 AI \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\uba74 \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \uae30\ub2a5 \uc804\ubc18\uc5d0 \uac78\uccd0 \uc790\ub3d9\ud654, \ucd5c\uc801\ud654, \ud601\uc2e0\uc744 \uc704\ud55c \uc0c8\ub85c\uc6b4 \uae30\ud68c\uac00 \uc5f4\ub9bd\ub2c8\ub2e4. \uace0\uac1d \uc11c\ube44\uc2a4 \ubc0f \ub9c8\ucf00\ud305\ubd80\ud130 \uacf5\uae09\ub9dd \uad00\ub9ac \ubc0f \uc7ac\ubb34 \uc608\uce21\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\uc5d0\uc11c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc7a0\uc7ac\uc801 \ud65c\uc6a9 \ubd84\uc57c\ub294 \ubb34\uad81\ubb34\uc9c4\ud569\ub2c8\ub2e4.<\/p>\n\n\n<p>\uadf8 \uacb0\uacfc, \ub2e4\uc591\ud55c \uc0b0\uc5c5 \ubd84\uc57c\uc758 \uae30\uc5c5\ub4e4\uc774 \uacbd\uc7c1 \uc6b0\uc704\uc640 \ube44\uc988\ub2c8\uc2a4 \uc131\uc7a5\uc744 \uc704\ud574 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ud65c\uc6a9\ud558\uba74\uc11c \uc5d4\ud130\ud504\ub77c\uc774\uc988 AI \ub3c4\uc785\uc774 \ud06c\uac8c \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \uc870\uc9c1\uc774 \uac00\uce58 \uc2e4\ud604 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uace0 \uc6b4\uc601 \ube44\uc6a9\uc744 \uc808\uac10\ud558\uba70 \uc218\uc775\uc6d0\uc744 \ub298\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ubbc0\ub85c AI \uc774\ub2c8\uc154\ud2f0\ube0c\uc758 ROI\ub3c4 \uac1c\uc120\ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"10_Strategies_for_Adopting_Vector_Databases_in_Your_Enterprise\"><\/span>\uae30\uc5c5\uc5d0\uc11c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ub3c4\uc785\ud558\uae30 \uc704\ud55c 10\uac00\uc9c0 \uc804\ub7b5<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p>\uc774\ubc88 \uc8fc\uc5d0\ub294 \uae30\uc5c5\uc5d0\uc11c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ub3c4\uc785\ud558\uae30 \uc704\ud55c 10\uac00\uc9c0 \uc804\ub7b5\ub3c4 \uc0b4\ud3b4\ubd24\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><p><strong>\ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ube44\uc988\ub2c8\uc2a4 \ubaa9\ud45c\uc5d0 \ub9de\uac8c \uc870\uc815\ud558\uc138\uc694:<\/strong> \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc774\uc810\uc744 \ud65c\uc6a9\ud558\uace0 \uc2e4\uc9c8\uc801\uc778 \ube44\uc988\ub2c8\uc2a4 \uac00\uce58\ub97c \ucc3d\ucd9c\ud560 \uc218 \uc788\ub294 \uad6c\uccb4\uc801\uc778 \uc0ac\uc6a9 \uc0ac\ub840\ub97c \ud30c\uc545\ud558\uc138\uc694.<\/p><\/li><li><p><strong>\ud655\uc7a5\uc131 \ubc0f \uc131\ub2a5 \uc694\uad6c \uc0ac\ud56d\uc744 \ud3c9\uac00\ud569\ub2c8\ub2e4:<\/strong> \ud604\uc7ac \ub370\uc774\ud130 \ubcfc\ub968, \uc608\uc0c1 \uc99d\uac00\ub7c9, \ucffc\ub9ac \ud328\ud134\uc744 \ud3c9\uac00\ud558\uc5ec \ucd5c\uc801\uc758 \ud655\uc7a5\uc131 \uc811\uadfc \ubc29\uc2dd\uc744 \uacb0\uc815\ud558\uc138\uc694.<\/p><\/li><li><p><strong>\uc6d0\ud65c\ud55c \ud1b5\ud569\uacfc \ud638\ud658\uc131\uc744 \ubcf4\uc7a5\ud569\ub2c8\ub2e4:<\/strong> \uc7a0\uc7ac\uc801\uc778 \uc0c1\ud638 \uc6b4\uc6a9\uc131 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uace0 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uae30\uc874 \uc778\ud504\ub77c \ubc0f \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uacfc \uc6d0\ud65c\ud558\uac8c \ud1b5\ud569\ud558\uc138\uc694.<\/p><\/li><li><p><strong>\uac15\ub825\ud55c \ubcf4\uc548 \uc870\uce58\ub97c \uad6c\ud604\ud558\uc138\uc694:<\/strong> \uac15\ub825\ud55c \uc554\ud638\ud654, \uc548\uc804\ud55c \ud0a4 \uad00\ub9ac, \uc815\uae30\uc801\uc778 \uc561\uc138\uc2a4 \ubaa8\ub2c8\ud130\ub9c1 \ubc0f \uac10\uc0ac\ub97c \uad6c\ud604\ud558\uc5ec \uc870\uc9c1\uc758 \uc790\uc0b0\uc744 \ubcf4\ud638\ud558\uc138\uc694.<\/p><\/li><li><p><strong>\uc778\ub371\uc2f1 \ubc0f \ucffc\ub9ac \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uc138\uc694:<\/strong> \ub370\uc774\ud130 \ud2b9\uc131 \ubc0f \ucffc\ub9ac \ud328\ud134\uc5d0 \ub9de\ub294 \uc778\ub371\uc2f1 \uc804\ub7b5\uc744 \uc120\ud0dd\ud558\uace0, \ucd5c\uc801\uc758 \uc131\ub2a5\uc744 \ubcf4\uc7a5\ud558\uae30 \uc704\ud574 \uc804\ub7b5\uc744 \uc9c0\uc18d\uc801\uc73c\ub85c \ubc18\ubcf5\ud569\ub2c8\ub2e4.<\/p><\/li><li><p><strong>\uc0ac\ub0b4 \uc804\ubb38\uc131\uc744 \uad6c\ucd95\ud558\uace0 \ud611\uc5c5\uc744 \ucd09\uc9c4\ud558\uc138\uc694:<\/strong> \ud3ec\uad04\uc801\uc778 \uad50\uc721 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ud22c\uc790\ud558\uace0 \ubd80\uc11c \uac04 \ud611\uc5c5\uc744 \uc7a5\ub824\ud558\uc5ec \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \ub3c4\uc785\uc744 \uac00\uc18d\ud654\ud558\uace0 \uc774\uc810\uc744 \uadf9\ub300\ud654\ud558\uc138\uc694.<\/p><\/li><li><p><strong>\ub2e8\uacc4\uc801 \uad6c\ud604 \ubc29\uc2dd\uc744 \ucc44\ud0dd\ud558\uc138\uc694:<\/strong> \uc9d1\uc911\uc801\uc778 \ud30c\uc77c\ub7ff \ud504\ub85c\uc81d\ud2b8\ub85c \uc18c\uaddc\ubaa8\ub85c \uc2dc\uc791\ud558\uc5ec \ud53c\ub4dc\ubc31\uc744 \uc218\uc9d1\ud558\uace0 \uc810\uc9c4\uc801\uc73c\ub85c \uad6c\ud604\uc744 \ud655\uc7a5\ud558\uc5ec \uc911\ub2e8\uc744 \ucd5c\uc18c\ud654\ud558\uace0 \ub9ac\uc18c\uc2a4\ub97c \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uc138\uc694.<\/p><\/li><li><p><strong>\uba54\ud0c0\ub370\uc774\ud130\uc640 \uc6b4\uc601 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc138\uc694:<\/strong> \uba54\ud0c0\ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uc5ec \ud0c0\uac9f\ud305\ub41c \uc0c1\ud669 \uc778\uc2dd \ucffc\ub9ac\ub97c \ud65c\uc131\ud654\ud558\uace0 \uc6b4\uc601 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uad6c\uc131\uc744 \ubbf8\uc138 \uc870\uc815\ud558\uace0 \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uc138\uc694.<\/p><\/li><li><p><strong>\uae30\uc874 \ub370\uc774\ud130 \ud30c\uc774\ud504\ub77c\uc778\uacfc \ud1b5\ud569\ud558\uc138\uc694:<\/strong> \ud6a8\uc728\uc801\uc778 \ub370\uc774\ud130 \uc218\uc9d1, \uc804\ucc98\ub9ac \ubc0f \ubcc0\ud658\uc744 \ubcf4\uc7a5\ud558\uace0 \ub370\uc774\ud130 \ud488\uc9c8\uacfc \uc548\uc815\uc131\uc744 \uc720\uc9c0\ud558\uae30 \uc704\ud55c \ub370\uc774\ud130 \uac70\ubc84\ub10c\uc2a4 \uc815\ucc45\uc744 \uc218\ub9bd\ud558\uc138\uc694.<\/p><\/li><li><p><strong>\uc801\ud569\ud55c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc194\ub8e8\uc158\uc744 \uc120\ud0dd\ud558\uc138\uc694:<\/strong> \uc624\ud508 \uc18c\uc2a4 \ubc0f \uc0c1\uc6a9 \uc635\uc158\uc744 \ubaa8\ub450 \ud3c9\uac00\ud558\uc5ec \uc870\uc9c1\uc758 \uc694\uad6c \uc0ac\ud56d\uacfc \uc5ed\ub7c9\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \uc635\uc158\uc744 \ucc3e\uc544\ubcf4\uc138\uc694.<\/p><\/li>\n<\/ol>\n\n\n<p>\uc5d4\ud130\ud504\ub77c\uc774\uc988 AI\uc758 \ud658\uacbd\uc774 \uacc4\uc18d \uc9c4\ud654\ud568\uc5d0 \ub530\ub77c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub294 \ud601\uc2e0\uacfc \uacbd\uc7c1 \uc6b0\uc704\ub97c \uc8fc\ub3c4\ud558\ub294 \ub370 \uc810\uc810 \ub354 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud558\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4. \uc774 \ud601\uc2e0\uc801\uc778 \uae30\uc220\uc744 \uc218\uc6a9\ud558\uace0 \uc774\ub7ec\ud55c \uad6c\ud604 \uc804\ub7b5\uc744 \ub530\ub974\uba74 \uc870\uc9c1\uc774 AI \ud601\uba85\uc758 \uc120\ub450\uc5d0 \uc124 \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: Over the next three years, 45.9% of enterprises aim to prioritize scaling AI and ML applications. In the upcoming fiscal year, 56.8% anticipate a double-digit revenue increase from their AI\/ML investments, while another 37% expect single-digit growth. As LLMs become more sophisticated and demanding, enterprises face the challenge of efficiently storing [&hellip;]<\/p>\n","protected":false},"author":1003,"featured_media":10764,"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-10759","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>How your enterprise should be using vector databases for its LLM apps - AI&amp;YOU #54 - Skim AI<\/title>\n<meta name=\"description\" content=\"Unlock the potential of vector databases for LLM applications in your enterprise. Discover how these databases enhance scalability, precision, and ROI in AI-powered systems.\" \/>\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\/\uae30\uc5c5\uc774-llm-\uc571\uc5d0-\ubca1\ud130-\ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c-\uc0ac\uc6a9\ud574\uc57c-\ud558\ub294-\uc774\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How your enterprise should be using vector databases for its LLM apps - AI&amp;YOU #54 - Skim AI\" \/>\n<meta property=\"og:description\" content=\"Unlock the potential of vector databases for LLM applications in your enterprise. Discover how these databases enhance scalability, precision, and ROI in AI-powered systems.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/skimai.com\/ko\/\uae30\uc5c5\uc774-llm-\uc571\uc5d0-\ubca1\ud130-\ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c-\uc0ac\uc6a9\ud574\uc57c-\ud558\ub294-\uc774\/\" \/>\n<meta property=\"og:site_name\" content=\"Skim AI\" \/>\n<meta property=\"article:published_time\" content=\"2024-05-17T14:12:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU54-1.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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/\"},\"author\":{\"name\":\"Greggory Elias\",\"@id\":\"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6\"},\"headline\":\"How your enterprise should be using vector databases for its LLM apps &#8211; AI&#038;YOU #54\",\"datePublished\":\"2024-05-17T14:12:06+00:00\",\"dateModified\":\"2024-05-17T14:12:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/\"},\"wordCount\":2230,\"publisher\":{\"@id\":\"https:\/\/skimai.com\/uk\/#organization\"},\"image\":{\"@id\":\"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU54-1.jpg\",\"articleSection\":[\"Enterprise AI\",\"LLMs \/ NLP\",\"Newsletter\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/\",\"url\":\"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/\",\"name\":\"How your enterprise should be using vector databases for its LLM apps - AI&YOU #54 - Skim AI\",\"isPartOf\":{\"@id\":\"https:\/\/skimai.com\/uk\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU54-1.jpg\",\"datePublished\":\"2024-05-17T14:12:06+00:00\",\"dateModified\":\"2024-05-17T14:12:06+00:00\",\"description\":\"Unlock the potential of vector databases for LLM applications in your enterprise. Discover how these databases enhance scalability, precision, and ROI in AI-powered systems.\",\"breadcrumb\":{\"@id\":\"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#primaryimage\",\"url\":\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU54-1.jpg\",\"contentUrl\":\"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU54-1.jpg\",\"width\":1456,\"height\":816,\"caption\":\"AI&YOU#54 (1)\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/skimai.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How your enterprise should be using vector databases for its LLM apps &#8211; AI&#038;YOU #54\"}]},{\"@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":"\uae30\uc5c5\uc774 LLM \uc571\uc5d0 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud574\uc57c \ud558\ub294 \ubc29\ubc95 - AI&amp;YOU #54 - Skim AI","description":"\uae30\uc5c5\uc5d0\uc11c LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc7a0\uc7ac\ub825\uc744 \ud65c\uc6a9\ud558\uc138\uc694. \uc774\ub7ec\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uac00 AI \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ud655\uc7a5\uc131, \uc815\ubc00\ub3c4, ROI\ub97c \uc5b4\ub5bb\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294\uc9c0 \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\/\uae30\uc5c5\uc774-llm-\uc571\uc5d0-\ubca1\ud130-\ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c-\uc0ac\uc6a9\ud574\uc57c-\ud558\ub294-\uc774\/","og_locale":"ko_KR","og_type":"article","og_title":"How your enterprise should be using vector databases for its LLM apps - AI&YOU #54 - Skim AI","og_description":"Unlock the potential of vector databases for LLM applications in your enterprise. Discover how these databases enhance scalability, precision, and ROI in AI-powered systems.","og_url":"https:\/\/skimai.com\/ko\/\uae30\uc5c5\uc774-llm-\uc571\uc5d0-\ubca1\ud130-\ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c-\uc0ac\uc6a9\ud574\uc57c-\ud558\ub294-\uc774\/","og_site_name":"Skim AI","article_published_time":"2024-05-17T14:12:06+00:00","og_image":[{"width":1456,"height":816,"url":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU54-1.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\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#article","isPartOf":{"@id":"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/"},"author":{"name":"Greggory Elias","@id":"https:\/\/skimai.com\/uk\/#\/schema\/person\/7a883b4a2d2ea22040f42a7975eb86c6"},"headline":"How your enterprise should be using vector databases for its LLM apps &#8211; AI&#038;YOU #54","datePublished":"2024-05-17T14:12:06+00:00","dateModified":"2024-05-17T14:12:06+00:00","mainEntityOfPage":{"@id":"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/"},"wordCount":2230,"publisher":{"@id":"https:\/\/skimai.com\/uk\/#organization"},"image":{"@id":"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#primaryimage"},"thumbnailUrl":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU54-1.jpg","articleSection":["Enterprise AI","LLMs \/ NLP","Newsletter"],"inLanguage":"ko-KR"},{"@type":"WebPage","@id":"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/","url":"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/","name":"\uae30\uc5c5\uc774 LLM \uc571\uc5d0 \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \uc0ac\uc6a9\ud574\uc57c \ud558\ub294 \ubc29\ubc95 - AI&amp;YOU #54 - Skim AI","isPartOf":{"@id":"https:\/\/skimai.com\/uk\/#website"},"primaryImageOfPage":{"@id":"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#primaryimage"},"image":{"@id":"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#primaryimage"},"thumbnailUrl":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU54-1.jpg","datePublished":"2024-05-17T14:12:06+00:00","dateModified":"2024-05-17T14:12:06+00:00","description":"\uae30\uc5c5\uc5d0\uc11c LLM \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc704\ud55c \ubca1\ud130 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc758 \uc7a0\uc7ac\ub825\uc744 \ud65c\uc6a9\ud558\uc138\uc694. \uc774\ub7ec\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4\uac00 AI \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ud655\uc7a5\uc131, \uc815\ubc00\ub3c4, ROI\ub97c \uc5b4\ub5bb\uac8c \ud5a5\uc0c1\uc2dc\ud0a4\ub294\uc9c0 \uc54c\uc544\ubcf4\uc138\uc694.","breadcrumb":{"@id":"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/"]}]},{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#primaryimage","url":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU54-1.jpg","contentUrl":"https:\/\/skimai.com\/wp-content\/uploads\/2024\/05\/AIYOU54-1.jpg","width":1456,"height":816,"caption":"AI&YOU#54 (1)"},{"@type":"BreadcrumbList","@id":"https:\/\/skimai.com\/how-your-enterprise-should-be-using-vector-databases-for-its-llm-apps-aiyou-54\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/skimai.com\/"},{"@type":"ListItem","position":2,"name":"How your enterprise should be using vector databases for its LLM apps &#8211; AI&#038;YOU #54"}]},{"@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\/10759","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=10759"}],"version-history":[{"count":0,"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/posts\/10759\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/media\/10764"}],"wp:attachment":[{"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/media?parent=10759"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/categories?post=10759"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/skimai.com\/ko\/wp-json\/wp\/v2\/tags?post=10759"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}