{"id":4109,"date":"2024-06-05T14:20:10","date_gmt":"2024-06-05T05:20:10","guid":{"rendered":"https:\/\/www.syu.ac.kr\/cse\/?p=4109"},"modified":"2024-06-05T14:20:10","modified_gmt":"2024-06-05T05:20:10","slug":"2024%eb%85%84-%eb%9e%ad-%ec%b2%b4%ec%9d%b8%ea%b3%bc-llm%ec%9d%84-%ed%99%9c%ec%9a%a9%ed%95%9c-ai-%ec%84%9c%eb%b9%84%ec%8a%a4-%ea%b0%9c%eb%b0%9c-%ea%b3%bc%ec%a0%95-%ea%b5%90%ec%9c%a1%ec%83%9d","status":"publish","type":"post","link":"https:\/\/www.syu.ac.kr\/cse\/2024\/06\/05\/2024%eb%85%84-%eb%9e%ad-%ec%b2%b4%ec%9d%b8%ea%b3%bc-llm%ec%9d%84-%ed%99%9c%ec%9a%a9%ed%95%9c-ai-%ec%84%9c%eb%b9%84%ec%8a%a4-%ea%b0%9c%eb%b0%9c-%ea%b3%bc%ec%a0%95-%ea%b5%90%ec%9c%a1%ec%83%9d\/","title":{"rendered":"2024\ub144 ‘\ub7ad \uccb4\uc778\uacfc LLM\uc744 \ud65c\uc6a9\ud55c AI \uc11c\ube44\uc2a4 \uac1c\ubc1c \uacfc\uc815’ \uad50\uc721\uc0dd \ubaa8\uc9d1"},"content":{"rendered":"

\uac00. \uad50\uc721\uac1c\uc694
\n1) \uad50 \uc721 \uba85: 2024\ub144 \ub7ad\uccb4\uc778\uacfc LLM\uc744 \ud65c\uc6a9\ud55c AI \uc11c\ube44\uc2a4 \uac1c\ubc1c \uacfc\uc815<\/p>\n

2) \uad50\uc721\ub300\uc0c1: \uc7ac\ud559\uc0dd, \ubbf8\ucde8\uc5c5\uc790, \uc878\uc5c5\uc608\uc815\uc790, \uacbd\ub825 \ubcf5\uadc0 \ubc0f \uacbd\ub825 \uc804\ud658 \ud76c\ub9dd \uc5ec\uc131\uacfc\ud559\uae30\uc220\uc778(25\uba85)
\n\u203b \uad6c\uc9c1 \ud76c\ub9dd\uc790 \uc911 IT\uacc4\uc5f4 \uc720\uad00 \uc804\uacf5\uc790 , Python \ubc0f \ube45\ub370\uc774\ud130, \uc778\uacf5\uc9c0\ub2a5 \uad00\ub828 \uc790\uaca9\uc99d \ucde8\ub4dd \ubc0f \uad50\uc721 \uc774\uc218\uc790 \uc6b0\uc120 \uc120\ubc1c
\n\u203b \ube44\uc774\uacf5\uacc4: Python \ubc0f \ube45\ub370\uc774\ud130, \uc778\uacf5\uc9c0\ub2a5 \uad00\ub828 \uc790\uaca9\uc99d \uc18c\uc9c0 \ubc0f \uc720\uc0ac\ud55c \uacbd\ub825, \uad50\uc721\uc744 \uc218\ub8cc\ud55c \uacbd\uc6b0 \ucc38\uc5ec \uac00\ub2a5
\n\u203b \ud30c\uc774\uc36c \ud65c\uc6a9 \ub2a5\ub825 \ud544\uc694 (\ud30c\uc774\uc36c \ud074\ub798\uc2a4 \ud65c\uc6a9, Pandas, Numpy \ub4f1)<\/p>\n

3) \uad50\uc721\uae30\uac04: 7\uc6d4 1\uc77c~ 22\uc77c(\uc8fc 3\ud68c, \uc6d4\/\uc218\/\uae08) 14:00~18:00(\uc628\u00b7\uc624\ud504\ub77c\uc778 \ubcd1\ud589)
\n– \uc624\ud504\ub77c\uc778 \uc7a5\uc18c : WISET \uad50\uc721\uc7a5(\uac15\ub0a8\uad6c \ud14c\ud5e4\ub780\ub85c 7\uae38 22 \ud55c\uad6d\uacfc\ud559\uae30\uc220\ud68c\uad00 2\uad00 6\uce35)
\n\u203b \uac1c\ubcc4 \ub178\ud2b8\ubd81 \uc9c0\ucc38 \ud544\uc218<\/strong><\/p>\n

4) \ud504\ub85c\uadf8\ub7a8<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n
\ub0a0\uc9dc<\/td>\n\uc2dc\uac04<\/td>\n\ub0b4\uc6a9<\/td>\n\ubc29\uc2dd<\/td>\n<\/tr>\n
7\/1(\uc6d4)<\/td>\n14\uc2dc~
\n18\uc2dc<\/td>\n		– \uc2e4\uc2b5 \uacfc\uc81c\uc5d0 \ud544\uc694\ud55c SW \uc124\uce58 (\uc544\ub098\ucf58\ub2e4, vscode, github coplit)
\n– API key \ubc1c\uae09 \ubc0f \uc138\ud305<\/td>\n		\uc774\ub860+\uc2e4\uc2b5
\n\uc2e4\uc2dc\uac04
\n\uc628\ub77c\uc778, ZOOM)<\/td>\n<\/tr>\n
7\/3(\uc218)<\/td>\n\n
AI\uc758 \uae30\ucd08, \ub525\ub7ec\ub2dd, \uc5b8\uc5b4\ubaa8\ub378, Transformer \uc124\uba85<\/div>\n<\/td>\n<\/tr>\n
7\/5(\uae08)<\/td>\nLLM\uc758 \uae30\ucd08 \ubc0f \uc6d0\ub9ac, \uae30\uc5c5\uc5d0\uc11c LLM\uc744 \ub3c4\uc785\ud558\uace0 \ud65c\uc6a9\ud558\ub294 \ub2e4\uc591\ud55c \ubc29\ubc95<\/td>\n<\/tr>\n
7\/8(\uc6d4)<\/td>\nhallucination\uacfc RAG, VectorDB \uc640 embedding, OpenAI API, Streamlit \ub4f1<\/td>\n<\/tr>\n
7\/10(\uc218)<\/td>\nLangchain \uc2e4\uc2b5\u00a0 (\uc2a4\ud0a4\ub9c8, \ubaa8\ub378, \ud504\ub86c\ud504\ud2b8 \uc2e4\uc2b5, \ub3c4\ud050\uba3c\ud2b8 \ub85c\ub354 \uc2e4\uc2b5,
\ndata chunking \ubc0f \ub2e4\uc591\ud55c \uae30\ubc95 \uc2e4\uc2b5 \ub4f1)<\/td>\n<\/tr>\n
7\/12(\uae08)<\/td>\nLangchain \uc2e4\uc2b5(Agent \uad6c\ud604, \ub85c\uce7c\uc11c\ubc84 \uad6c\ud604 \ub4f1)<\/td>\n\uc774\ub860+\uc2e4\uc2b5
\n\uc624\ud504\ub77c\uc778
\n(WISET
\n\uad50\uc721\uc7a5)<\/td>\n<\/tr>\n
7\/15(\uc6d4)<\/td>\n\uae30\uc5c5\uc6a9 GPT\ud654\uba74 \uad6c\ud604\ud558\uae30, \uc2e4\uc81c application\uc744 \ub9cc\ub4e4\uae30<\/td>\n\uc774\ub860+\uc2e4\uc2b5
\n\uc2e4\uc2dc\uac04
\n\uc628\ub77c\uc778, ZOOM)<\/td>\n<\/tr>\n
7\/17(\uc218)<\/td>\n-\uc77c\ubc18 \uc5b8\uc5b4\ub85c \uae30\uc5c5\uc758 \ub370\uc774\ud130\ub97c SQL \ub85c \uc790\ub3d9 \ubd84\uc11d\ud558\uace0 \uc608\uce21\ud558\uae30
\n– Langchain Agent\ub85c RDB SQL \uad6c\ud604
\n– streamlit\uc73c\ub85c \ud654\uba74 \uad6c\ud604<\/td>\n<\/tr>\n
7\/19(\uae08)<\/td>\n– \uc624\ud508\uc18c\uc2a4LLM(Llama3)\ub97c PC\uc5d0 \ub2e4\uc6b4 \ubc1b\uc544\uc11c \uae30\uc5c5\uc6a9 ChatGPT\ub9cc\ub4e4\uae30
\n– Streamlit\uc73c\ub85c \ud654\uba74 \uad6c\uc131\ud558\uae30
\n– \ucd5c\uc885 application \ub9cc\ub4e4\uae30<\/td>\n<\/tr>\n
7\/22(\uc6d4)<\/td>\n– \ud504\ub85c\uc81d\ud2b8 \uacb0\uacfc\ubb3c \ubc1c\ud45c\ud558\uae30<\/td>\n\ud504\ub85c\uc81d\ud2b8 \ubc1c\ud45c
\n\uc624\ud504\ub77c\uc778
\n(WISET
\n\uad50\uc721\uc7a5)<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

5) \uc218\uac15\ub8cc: \ubb34\ub8cc<\/p>\n

6) \uc218\ub8cc\uae30\uc900: \uac15\uc758 80% \uc774\uc0c1 \ucd9c\uc11d (\uad50\uc721\uc218\ub8cc \uc2dc WISET \uc774\uc218\uc99d \uac1c\ubcc4 \ubc1c\uae09\ub428)<\/p>\n

7) \uc2e0\uccad\ubc29\ubc95: \uc7ac\ub2e8 \ud648\ud398\uc774\uc9c0(W-\ube0c\ub9bf\uc9c0)\ub97c \ud1b5\ud55c \uc628\ub77c\uc778 \uc811\uc218(http:\/\/wbridge.or.kr<\/a>)
\n(1) \uc2e0\uccad\uacbd\ub85c: \uad50\uc721 > \uc9d1\ud569 \uad50\uc721 > 2024\ub144 \ub7ad\uccb4\uc778\uacfc LLM\uc744 \ud65c\uc6a9\ud55c AI \uc11c\ube44\uc2a4 \uac1c\ubc1c \uacfc\uc815
\n\u203b \uad50\uc721 \uc2e0\uccad \ubc14\ub85c\uac00\uae30:\u00a0https:\/\/bit.ly\/4bBmyjb<\/a>
\n(2) \uc81c\ucd9c\uc11c\ub958: \u2460 \uc878\uc5c5\uc99d\uba85\uc11c
\n\u2461 IT(AI, \ub370\uc774\ud130 \ubd84\uc11d, \ud30c\uc774\uc36c) \uad00\ub828 \uc790\uaca9\uc99d, \uad50\uc721 \uc774\uc218\uc99d \ub4f1
\n\u2462 IT \ubd84\uc57c \uacbd\ub825 \uc99d\uba85\uc11c
\n\u203b \uad00\ub828 \uacbd\ub825, \uc790\uaca9\uc99d\uc774 \uc788\uc744 \uacbd\uc6b0 \uc81c\ucd9c
\n\u203b \uad50\uc721\uc0dd \uc120\ubc1c \uc2dc \uc81c\ucd9c\uc11c\ub958 \uac80\ud1a0 \uc608\uc815
\n8) \uc2e0\uccad\ub9c8\uac10:\u00a02024\ub144 6\uc6d4 21\uc77c(\uae08) 13:00\uae4c\uc9c0, \uc120\uc815\uc790 \uac1c\ubcc4 \uc548\ub0b4<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

\uac00. \uad50\uc721\uac1c\uc694 1) \uad50 \uc721 \uba85: 2024\ub144 \ub7ad\uccb4\uc778\uacfc LLM\uc744 \ud65c\uc6a9\ud55c AI \uc11c\ube44\uc2a4 \uac1c\ubc1c \uacfc\uc815 2) \uad50\uc721\ub300\uc0c1: \uc7ac\ud559\uc0dd, \ubbf8\ucde8\uc5c5\uc790, \uc878\uc5c5\uc608\uc815\uc790, \uacbd\ub825 \ubcf5\uadc0 \ubc0f \uacbd\ub825 \uc804\ud658 \ud76c\ub9dd \uc5ec\uc131\uacfc\ud559\uae30\uc220\uc778(25\uba85) \u203b \uad6c\uc9c1 \ud76c\ub9dd\uc790 \uc911 IT\uacc4\uc5f4 \uc720\uad00 \uc804\uacf5\uc790 , Python \ubc0f \ube45\ub370\uc774\ud130, \uc778\uacf5\uc9c0\ub2a5 \uad00\ub828 \uc790\uaca9\uc99d \ucde8\ub4dd \ubc0f \uad50\uc721 \uc774\uc218\uc790 \uc6b0\uc120 \uc120\ubc1c \u203b \ube44\uc774\uacf5\uacc4: Python \ubc0f \ube45\ub370\uc774\ud130, \uc778\uacf5\uc9c0\ub2a5 \uad00\ub828 \uc790\uaca9\uc99d \uc18c\uc9c0 […]<\/p>\n","protected":false},"author":3477,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[6],"tags":[],"class_list":["post-4109","post","type-post","status-publish","format-standard","hentry","category-free-board"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.syu.ac.kr\/cse\/wp-json\/wp\/v2\/posts\/4109","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.syu.ac.kr\/cse\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.syu.ac.kr\/cse\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.syu.ac.kr\/cse\/wp-json\/wp\/v2\/users\/3477"}],"replies":[{"embeddable":true,"href":"https:\/\/www.syu.ac.kr\/cse\/wp-json\/wp\/v2\/comments?post=4109"}],"version-history":[{"count":1,"href":"https:\/\/www.syu.ac.kr\/cse\/wp-json\/wp\/v2\/posts\/4109\/revisions"}],"predecessor-version":[{"id":4110,"href":"https:\/\/www.syu.ac.kr\/cse\/wp-json\/wp\/v2\/posts\/4109\/revisions\/4110"}],"wp:attachment":[{"href":"https:\/\/www.syu.ac.kr\/cse\/wp-json\/wp\/v2\/media?parent=4109"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.syu.ac.kr\/cse\/wp-json\/wp\/v2\/categories?post=4109"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.syu.ac.kr\/cse\/wp-json\/wp\/v2\/tags?post=4109"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}