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<s>[INST] ๋ณธ์ธ ๊ฒฐํ˜ผ์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”? [/INST] ๋ณธ์ธ ๊ฒฐํ˜ผ์‹œ 5์ผ๊ฐ„์˜ ํœด๊ฐ€์™€ ๊ฒฝ์กฐ๋น„ 500,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค. </s>
๋ณธ์ธ ๊ฒฐํ˜ผ์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”?
๋ณธ์ธ ๊ฒฐํ˜ผ์‹œ 5์ผ๊ฐ„์˜ ํœด๊ฐ€์™€ ๊ฒฝ์กฐ๋น„ 500,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค.
<s>[INST] ๋ถ€๋ชจ/๋ฐฐ์šฐ์ž ๋ถ€๋ชจ ํšŒ๊ฐ‘์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”? [/INST] ๋ถ€๋ชจ/๋ฐฐ์šฐ์ž ๋ถ€๋ชจ ํšŒ๊ฐ‘์‹œ 1์ผ๊ฐ„์˜ ํœด๊ฐ€์™€ ๊ฒฝ์กฐ๋น„ 200,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค. </s>
๋ถ€๋ชจ/๋ฐฐ์šฐ์ž ๋ถ€๋ชจ ํšŒ๊ฐ‘์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”?
๋ถ€๋ชจ/๋ฐฐ์šฐ์ž ๋ถ€๋ชจ ํšŒ๊ฐ‘์‹œ 1์ผ๊ฐ„์˜ ํœด๊ฐ€์™€ ๊ฒฝ์กฐ๋น„ 200,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค.
<s>[INST] ๋ถ€๋ชจ/๋ฐฐ์šฐ์ž ๋ถ€๋ชจ ์น ์ˆœ์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”? [/INST] ๋ถ€๋ชจ/๋ฐฐ์šฐ์ž ๋ถ€๋ชจ ์น ์ˆœ์‹œ 1์ผ๊ฐ„์˜ ํœด๊ฐ€์™€ ๊ฒฝ์กฐ๋น„ 200,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค. </s>
๋ถ€๋ชจ/๋ฐฐ์šฐ์ž ๋ถ€๋ชจ ์น ์ˆœ์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”?
๋ถ€๋ชจ/๋ฐฐ์šฐ์ž ๋ถ€๋ชจ ์น ์ˆœ์‹œ 1์ผ๊ฐ„์˜ ํœด๊ฐ€์™€ ๊ฒฝ์กฐ๋น„ 200,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค.
<s>[INST] ์ž๋…€๋Œ์˜ ๊ฒฝ์šฐ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”? [/INST] ์ž๋…€๋Œ ์ผ ๊ฒฝ์šฐ ํœด๊ฐ€๋Š” ์ œ๊ณต๋˜์ง€ ์•Š๊ณ  ๊ฒฝ์กฐ๋น„ 100,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค. </s>
์ž๋…€๋Œ์˜ ๊ฒฝ์šฐ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”?
์ž๋…€๋Œ ์ผ ๊ฒฝ์šฐ ํœด๊ฐ€๋Š” ์ œ๊ณต๋˜์ง€ ์•Š๊ณ  ๊ฒฝ์กฐ๋น„ 100,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค.
<s>[INST] ๊ฒฐํ˜ผ๊ธฐ๋…์ผ์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”? [/INST] ๊ฒฐํ˜ผ๊ธฐ๋…์ผ์˜ ๊ฒฝ์šฐ ํœด๊ฐ€๋Š” ์ œ๊ณต๋˜์ง€ ์•Š๊ณ  ๊ฒฝ์กฐ๋น„ 100,000์›๊ณผ ์ƒํ’ˆ๊ถŒ์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค. </s>
๊ฒฐํ˜ผ๊ธฐ๋…์ผ์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”?
๊ฒฐํ˜ผ๊ธฐ๋…์ผ์˜ ๊ฒฝ์šฐ ํœด๊ฐ€๋Š” ์ œ๊ณต๋˜์ง€ ์•Š๊ณ  ๊ฒฝ์กฐ๋น„ 100,000์›๊ณผ ์ƒํ’ˆ๊ถŒ์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค.
<s>[INST] ๋ณธ์ธ์ƒ์ผ์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”? [/INST] ๋ณธ์ธ์ƒ์ผ์˜ ๊ฒฝ์šฐ ํœด๊ฐ€๋Š” ์ œ๊ณต๋˜์ง€ ์•Š๊ณ  ๊ฒฝ์กฐ๋น„ 50,000์›๊ณผ ์ƒํ’ˆ๊ถŒ์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค. </s>
๋ณธ์ธ์ƒ์ผ์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”?
๋ณธ์ธ์ƒ์ผ์˜ ๊ฒฝ์šฐ ํœด๊ฐ€๋Š” ์ œ๊ณต๋˜์ง€ ์•Š๊ณ  ๊ฒฝ์กฐ๋น„ 50,000์›๊ณผ ์ƒํ’ˆ๊ถŒ์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค.
<s>[INST] ๋ฐฐ์šฐ์ž/๋ณธ์ธ๋ถ€๋ชจ/๋ฐฐ์šฐ์ž๋ถ€๋ชจ/์ž๋…€ ์กฐ์œ„์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”? [/INST] ๋ฐฐ์šฐ์ž/๋ณธ์ธ๋ถ€๋ชจ/๋ฐฐ์šฐ์ž๋ถ€๋ชจ/์ž๋…€ ์กฐ์œ„์˜ ๊ฒฝ์šฐ 5์ผ๊ฐ„์˜ ํœด๊ฐ€์™€ ๊ฒฝ์กฐ๋น„๋Š” 1,000,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค. </s>
๋ฐฐ์šฐ์ž/๋ณธ์ธ๋ถ€๋ชจ/๋ฐฐ์šฐ์ž๋ถ€๋ชจ/์ž๋…€ ์กฐ์œ„์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”?
๋ฐฐ์šฐ์ž/๋ณธ์ธ๋ถ€๋ชจ/๋ฐฐ์šฐ์ž๋ถ€๋ชจ/์ž๋…€ ์กฐ์œ„์˜ ๊ฒฝ์šฐ 5์ผ๊ฐ„์˜ ํœด๊ฐ€์™€ ๊ฒฝ์กฐ๋น„๋Š” 1,000,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค.
<s>[INST] ํ˜•์ œ/์ž๋งค ์กฐ์œ„์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”? [/INST] ํ˜•์ œ/์ž๋งค ์กฐ์œ„์˜ ๊ฒฝ์šฐ 3์ผ๊ฐ„์˜ ํœด๊ฐ€์™€ ๊ฒฝ์กฐ๋น„ 500,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค. </s>
ํ˜•์ œ/์ž๋งค ์กฐ์œ„์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”?
ํ˜•์ œ/์ž๋งค ์กฐ์œ„์˜ ๊ฒฝ์šฐ 3์ผ๊ฐ„์˜ ํœด๊ฐ€์™€ ๊ฒฝ์กฐ๋น„ 500,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค.
<s>[INST] ๋ณธ์ธ ์กฐ๋ถ€๋ชจ/์™ธ์กฐ๋ถ€๋ชจ ์กฐ์œ„์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”? [/INST] ๋ณธ์ธ ์กฐ๋ถ€๋ชจ/์™ธ์กฐ๋ถ€๋ชจ ์กฐ์œ„์‹œ 3์ผ๊ฐ„์˜ ํœด๊ฐ€์™€ ๊ฒฝ์กฐ๋น„ 200,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค. </s>
๋ณธ์ธ ์กฐ๋ถ€๋ชจ/์™ธ์กฐ๋ถ€๋ชจ ์กฐ์œ„์‹œ ๊ฒฝ์กฐ์‚ฌ๋น„์™€ ํœด๊ฐ€๋Š” ์–ด๋–ป๊ฒŒ ๋˜๋‚˜์š”?
๋ณธ์ธ ์กฐ๋ถ€๋ชจ/์™ธ์กฐ๋ถ€๋ชจ ์กฐ์œ„์‹œ 3์ผ๊ฐ„์˜ ํœด๊ฐ€์™€ ๊ฒฝ์กฐ๋น„ 200,000์›์ด ์ง€๊ธ‰๋ฉ๋‹ˆ๋‹ค.
<s>[INST] K-Portal ์•„์นด์•„๋น„์ด ์†”๋ฃจ์…˜์— ๋Œ€ํ•ด์„œ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š” [/INST] Archiving์ด๋ž€? K-Portalยฎ Archiving์€ ์‚ฌ๋‚ด ๋ฉ”์ผ ์‹œ์Šคํ…œ์ด๋‚˜ ๋ฉ”์‹ ์ € ์‹œ์Šคํ…œ์„ ๋น„๋กฏํ•˜์—ฌ ๋Œ€๊ทœ๋ชจ ๋ฐ์ดํ„ฐ๋ฅผ ์ €์žฅํ•˜๋Š” ์‹œ์Šคํ…œ์—์„œ ์ค‘๋ณต์ œ๊ฑฐ ๋ฐ ์••์ถ• ๋“ฑ์˜ ์•„์นด์ด๋น™ ๊ธฐ์ˆ ์„ ์‚ฌ์šฉ ํ•˜์—ฌ ์•ˆ์ •์ ์œผ๋กœ ๋ฐ์ดํ„ฐ๋ฅผ ์ €์žฅ, ๊ด€๋ฆฌํ•˜๋Š” ๊ฒƒ์„ ๋ฌผ๋ก  ์‹ค์‹œ๊ฐ„ ๊ฒ€์ƒ‰ ๋“ฑ ๋‹ค์–‘ํ•œ ๊ธฐ๋Šฅ์„ ์ง€์›ํ•˜์—ฌ ์‚ฌ์šฉ์ž ํŽธ์˜์„ฑ ๋ฐ ๊ธฐ์—… ํšจ์œจ ๊ทน๋Œ€ํ™”๋ฅผ ์ง€์›ํ•˜๋Š” ์ œํ’ˆ์ž…๋‹ˆ๋‹ค. ํŠนํžˆ ํฌ์Šค์ฝ”(์ž„์ง์› 2๋งŒ 5์ฒœ๋ช…)์˜ ๋ฉ”์ผ ์‹œ์Šคํ…œ์— ๊ตฌ๊ธ€ํด๋ผ์šฐ๋“œ๋ฅผ ๋Œ€์‹ ํ•˜์—ฌ ์ ์šฉ๋˜์—ˆ์œผ๋ฉฐ ๋Œ€๊ทœ๋ชจ ํ™˜๊ฒฝ์—์„œ๋„ ์•ˆ์ •์ ์œผ๋กœ ๊ฐ€๋™๋˜์–ด ๋†’์€ ๊ณ ๊ฐ๋งŒ์กฑ๋„๋ฅผ ๋ณด์—ฌ์ฃผ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์ˆ˜ํ‰์ ์ธ ํ™•์žฅ์ˆ˜ํ‰์ ์ธ ํ™•์žฅ ๋ฐ์ดํ„ฐ๋ฅผ ์ €์žฅํ•˜๋Š” ๋ฐฉ์‹๊ณผ ์ž์ฒด ํŒŒ์ผ ์••์ถ• ๊ธฐ์ˆ ์„ ํ†ตํ•ด์„œ ๋Œ€๋Ÿ‰์ด ๋ฉ”์ผ ๋ฐ์ดํ„ฐ๋ฅผ ์ตœ์†Œํ•œ์˜ ๊ณต๊ฐ„์œผ๋กœ ์šด์˜ํ•  ์ˆ˜ ์žˆ๋„๋ก ์„ค๊ณ„๋˜์—ˆ์œผ๋ฉฐ Scale-Out (์ˆ˜ํ‰์ ์ธ) ํ™•์žฅ์ด ๊ฐ€๋Šฅ ๋น ๋ฅธ ๊ฒ€์ƒ‰ ์†๋„๋น ๋ฅธ ๊ฒ€์ƒ‰ ์†๋„ ๊ฐœ์ธ๋ณ„ ๊ฒ€์ƒ‰์˜ ์†๋„ ๊ฐœ์„ ์„ ์œ„ํ•ด ๊ฒ€์ƒ‰ ๋ฐ์ดํ„ฐ๋Š” ๊ฐœ์ธ๋ณ„๋กœ ๋ณ„๋„ ๊ด€๋ฆฌํ•˜๊ณ , ์ฒจ๋ถ€ํŒŒ์ผ๊ณผ ๋ฉ”์ผ๋ณต์› ๋ฐ์ดํ„ฐ๋Š” ํ•˜๋‚˜์˜ ๋ฐ์ดํ„ฐ๋งŒ ์ €์žฅ (SIS - Single Instance Storage) DB ๊ฒฝ๋Ÿ‰ํ™”DB ๊ฒฝ๋Ÿ‰ํ™” ๋ฉ”์ผ DB ๊ฒฝ๋Ÿ‰ํ™”๋กœ ์ ‘์† ์†๋„ ๊ฐœ์„  / ์••์ถ•์‹œ๊ฐ„ ์ ˆ๊ฐ / ์„œ๋ฒ„์˜ ๊ฒฝ๋Ÿ‰ํ™” ใ†์•„์นด์ด๋น™ ๊ธฐ๋Œ€ํšจ๊ณผ K-Portalยฎ Archiving์€ ๋ฒ•์ ๊ทœ์ œ ๊ด€๋ฆฌ(์ด๋ฉ”์ผ ๋ณด์กด ๊ถŒ๊ณ ), ํŒŒ์ผ๊ด€๋ฆฌ(์ตœ๋Œ€ 40% ๋””์Šคํฌ ์ ˆ๊ฐ), ๊ฐœ์ผ๋ณ„ ๋ฉ”์ผ ์šฉ๋Ÿ‰ ๊ด€๋ฆฌ, ๋ฐฑ์—…๊ด€๋ฆฌ(์‹œ๊ฐ„ ๋ฐ ๋น„์šฉ ์ ˆ๊ฐ)๋“ฑ ๊ธฐ์—…์˜ ํ•ต์‹ฌ ์ž์‚ฐ์˜ ๋ณดํ˜ธ ๋ฐ ๊ด€๋ฆฌ๋ฅผ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ์•„์นด์ด๋น™ ๊ธฐ๋Œ€ํšจ๊ณผ. 01.๋Œ€์šฉ๋Ÿ‰ ๋ฉ”์ผ ์ œ๊ณต 02.๋ฉ”์ผ๋ณต๊ตฌ ์—…๋ฌด ํ•ด์†Œ 03.๋ฉ”์ผ ๋ณด์•ˆ ๊ฐ•ํ™” ๋ฐ ๊ฐ์‚ฌ๋ฉ”์ผ ๊ณ„์ • ์‚ญ์ œ๋กœ ์ธํ•œ ๋ฐ์ดํ„ฐ ์†Œ์‹ค๊ณผ ๋ชจ๋“  ์—…๋ฌด ๊ด€๋ จ ๋ฉ”์ผ์„ ๋ณด์กดํ•ด์•ผ ํ•˜๋Š” ์ƒํ™ฉ์†์—์„œ, ์•„์นด์ด๋น™๋˜๋Š” ๋ฐ์ดํ„ฐ์™€ ์ฒจ๋ถ€ํŒŒ์ผ์„ ์••์ถ•ํ•˜์—ฌ ๊ด€๋ฆฌํ•˜๋Š” ๋ฐฉ์‹์œผ๋กœ, ์„œ๋ฒ„ ๋””์Šคํฌ ์ฆ์„ค ํ•„์š”์—†์ด ์‚ฌ์šฉ์ž๋“ค์—๊ฒŒ ๋Œ€์šฉ๋Ÿ‰์˜ ๋ฉ”์ผ์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.๋งค์ผ ์ˆ˜์‹ญ๊ฑด์”ฉ ๋ฐœ์ƒํ•˜๋Š” ๋ฉ”์ผ ์šด์˜์ž์™€ ๋ฐฑ์—…๊ด€๋ฆฌ์ž์˜ ์‚ฌ์šฉ์ž ๋ฉ”์ผ ๋ณต๊ตฌ๋ฅผ ์œ„ํ•œ ์—…๋ฌด๋ฅผ ํ•ด์†Œ ํ•ฉ๋‹ˆ๋‹ค.์•„์นด์ด๋น™ ๋œ ๋ฐ์ดํ„ฐ๋Š” ์•”ํ˜ธํ™”๊ฐ€ ์ ์šฉ๋œ ์ƒํƒœ๋กœ ์„œ๋ฒ„ ์ธ์ฆ์„ ํ†ตํ•ด์„œ๋งŒ ๋ฐ์ดํ„ฐ๋ฅผ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ์œผ๋ฉฐ, ์ƒ‰์ธ๋œ ๋ฐ์ดํ„ฐ๋Š” ์ฒจ๋ถ€ ํŒŒ์ผ ๋‚ด์šฉ๋„ ๊ฒ€์ƒ‰ ๊ฐ€๋Šฅ ํ•ฉ๋‹ˆ๋‹ค. </s>
K-Portal ์•„์นด์•„๋น„์ด ์†”๋ฃจ์…˜์— ๋Œ€ํ•ด์„œ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š”
Archiving์ด๋ž€? K-Portalยฎ Archiving์€ ์‚ฌ๋‚ด ๋ฉ”์ผ ์‹œ์Šคํ…œ์ด๋‚˜ ๋ฉ”์‹ ์ € ์‹œ์Šคํ…œ์„ ๋น„๋กฏํ•˜์—ฌ ๋Œ€๊ทœ๋ชจ ๋ฐ์ดํ„ฐ๋ฅผ ์ €์žฅํ•˜๋Š” ์‹œ์Šคํ…œ์—์„œ ์ค‘๋ณต์ œ๊ฑฐ ๋ฐ ์••์ถ• ๋“ฑ์˜ ์•„์นด์ด๋น™ ๊ธฐ์ˆ ์„ ์‚ฌ์šฉ ํ•˜์—ฌ ์•ˆ์ •์ ์œผ๋กœ ๋ฐ์ดํ„ฐ๋ฅผ ์ €์žฅ, ๊ด€๋ฆฌํ•˜๋Š” ๊ฒƒ์„ ๋ฌผ๋ก  ์‹ค์‹œ๊ฐ„ ๊ฒ€์ƒ‰ ๋“ฑ ๋‹ค์–‘ํ•œ ๊ธฐ๋Šฅ์„ ์ง€์›ํ•˜์—ฌ ์‚ฌ์šฉ์ž ํŽธ์˜์„ฑ ๋ฐ ๊ธฐ์—… ํšจ์œจ ๊ทน๋Œ€ํ™”๋ฅผ ์ง€์›ํ•˜๋Š” ์ œํ’ˆ์ž…๋‹ˆ๋‹ค. ํŠนํžˆ ํฌ์Šค์ฝ”(์ž„์ง์› 2๋งŒ 5์ฒœ๋ช…)์˜ ๋ฉ”์ผ ์‹œ์Šคํ…œ์— ๊ตฌ๊ธ€ํด๋ผ์šฐ๋“œ๋ฅผ ๋Œ€์‹ ํ•˜์—ฌ ์ ์šฉ๋˜์—ˆ์œผ๋ฉฐ ๋Œ€๊ทœ๋ชจ ํ™˜๊ฒฝ์—์„œ๋„ ์•ˆ์ •์ ์œผ๋กœ ๊ฐ€๋™๋˜์–ด ๋†’์€ ๊ณ ๊ฐ๋งŒ์กฑ๋„๋ฅผ ๋ณด์—ฌ์ฃผ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์ˆ˜ํ‰์ ์ธ ํ™•์žฅ์ˆ˜ํ‰์ ์ธ ํ™•์žฅ ๋ฐ์ดํ„ฐ๋ฅผ ์ €์žฅํ•˜๋Š” ๋ฐฉ์‹๊ณผ ์ž์ฒด ํŒŒ์ผ ์••์ถ• ๊ธฐ์ˆ ์„ ํ†ตํ•ด์„œ ๋Œ€๋Ÿ‰์ด ๋ฉ”์ผ ๋ฐ์ดํ„ฐ๋ฅผ ์ตœ์†Œํ•œ์˜ ๊ณต๊ฐ„์œผ๋กœ ์šด์˜ํ•  ์ˆ˜ ์žˆ๋„๋ก ์„ค๊ณ„๋˜์—ˆ์œผ๋ฉฐ Scale-Out (์ˆ˜ํ‰์ ์ธ) ํ™•์žฅ์ด ๊ฐ€๋Šฅ ๋น ๋ฅธ ๊ฒ€์ƒ‰ ์†๋„๋น ๋ฅธ ๊ฒ€์ƒ‰ ์†๋„ ๊ฐœ์ธ๋ณ„ ๊ฒ€์ƒ‰์˜ ์†๋„ ๊ฐœ์„ ์„ ์œ„ํ•ด ๊ฒ€์ƒ‰ ๋ฐ์ดํ„ฐ๋Š” ๊ฐœ์ธ๋ณ„๋กœ ๋ณ„๋„ ๊ด€๋ฆฌํ•˜๊ณ , ์ฒจ๋ถ€ํŒŒ์ผ๊ณผ ๋ฉ”์ผ๋ณต์› ๋ฐ์ดํ„ฐ๋Š” ํ•˜๋‚˜์˜ ๋ฐ์ดํ„ฐ๋งŒ ์ €์žฅ (SIS - Single Instance Storage) DB ๊ฒฝ๋Ÿ‰ํ™”DB ๊ฒฝ๋Ÿ‰ํ™” ๋ฉ”์ผ DB ๊ฒฝ๋Ÿ‰ํ™”๋กœ ์ ‘์† ์†๋„ ๊ฐœ์„  / ์••์ถ•์‹œ๊ฐ„ ์ ˆ๊ฐ / ์„œ๋ฒ„์˜ ๊ฒฝ๋Ÿ‰ํ™” ใ†์•„์นด์ด๋น™ ๊ธฐ๋Œ€ํšจ๊ณผ K-Portalยฎ Archiving์€ ๋ฒ•์ ๊ทœ์ œ ๊ด€๋ฆฌ(์ด๋ฉ”์ผ ๋ณด์กด ๊ถŒ๊ณ ), ํŒŒ์ผ๊ด€๋ฆฌ(์ตœ๋Œ€ 40% ๋””์Šคํฌ ์ ˆ๊ฐ), ๊ฐœ์ผ๋ณ„ ๋ฉ”์ผ ์šฉ๋Ÿ‰ ๊ด€๋ฆฌ, ๋ฐฑ์—…๊ด€๋ฆฌ(์‹œ๊ฐ„ ๋ฐ ๋น„์šฉ ์ ˆ๊ฐ)๋“ฑ ๊ธฐ์—…์˜ ํ•ต์‹ฌ ์ž์‚ฐ์˜ ๋ณดํ˜ธ ๋ฐ ๊ด€๋ฆฌ๋ฅผ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ์•„์นด์ด๋น™ ๊ธฐ๋Œ€ํšจ๊ณผ. 01.๋Œ€์šฉ๋Ÿ‰ ๋ฉ”์ผ ์ œ๊ณต 02.๋ฉ”์ผ๋ณต๊ตฌ ์—…๋ฌด ํ•ด์†Œ 03.๋ฉ”์ผ ๋ณด์•ˆ ๊ฐ•ํ™” ๋ฐ ๊ฐ์‚ฌ๋ฉ”์ผ ๊ณ„์ • ์‚ญ์ œ๋กœ ์ธํ•œ ๋ฐ์ดํ„ฐ ์†Œ์‹ค๊ณผ ๋ชจ๋“  ์—…๋ฌด ๊ด€๋ จ ๋ฉ”์ผ์„ ๋ณด์กดํ•ด์•ผ ํ•˜๋Š” ์ƒํ™ฉ์†์—์„œ, ์•„์นด์ด๋น™๋˜๋Š” ๋ฐ์ดํ„ฐ์™€ ์ฒจ๋ถ€ํŒŒ์ผ์„ ์••์ถ•ํ•˜์—ฌ ๊ด€๋ฆฌํ•˜๋Š” ๋ฐฉ์‹์œผ๋กœ, ์„œ๋ฒ„ ๋””์Šคํฌ ์ฆ์„ค ํ•„์š”์—†์ด ์‚ฌ์šฉ์ž๋“ค์—๊ฒŒ ๋Œ€์šฉ๋Ÿ‰์˜ ๋ฉ”์ผ์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.๋งค์ผ ์ˆ˜์‹ญ๊ฑด์”ฉ ๋ฐœ์ƒํ•˜๋Š” ๋ฉ”์ผ ์šด์˜์ž์™€ ๋ฐฑ์—…๊ด€๋ฆฌ์ž์˜ ์‚ฌ์šฉ์ž ๋ฉ”์ผ ๋ณต๊ตฌ๋ฅผ ์œ„ํ•œ ์—…๋ฌด๋ฅผ ํ•ด์†Œ ํ•ฉ๋‹ˆ๋‹ค.์•„์นด์ด๋น™ ๋œ ๋ฐ์ดํ„ฐ๋Š” ์•”ํ˜ธํ™”๊ฐ€ ์ ์šฉ๋œ ์ƒํƒœ๋กœ ์„œ๋ฒ„ ์ธ์ฆ์„ ํ†ตํ•ด์„œ๋งŒ ๋ฐ์ดํ„ฐ๋ฅผ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ์œผ๋ฉฐ, ์ƒ‰์ธ๋œ ๋ฐ์ดํ„ฐ๋Š” ์ฒจ๋ถ€ ํŒŒ์ผ ๋‚ด์šฉ๋„ ๊ฒ€์ƒ‰ ๊ฐ€๋Šฅ ํ•ฉ๋‹ˆ๋‹ค.
<s>[INST] K-Portal ์•„์นด์ด๋น™ ์†”๋ฃจ์…˜์˜ ์•„ํ‚คํ…์ณ์— ๋Œ€ํ•ด์„œ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š” [/INST] ์•„ํ‚คํ…์ณ ใ†์„ค๊ณ„๋ฐฉ์‹ ์ธก๋ฉด K-Portalยฎ Archiving์€ ๋ฐ์ดํ„ฐ๋ฅผ ์ €์žฅํ•˜๋Š” ๋ฐฉ์‹๊ณผ ์ž์ฒด ํŒŒ์ผ ์••์ถ• ๊ธฐ์ˆ ์„ ํ†ตํ•ด์„œ ๋Œ€๋Ÿ‰์˜ ๋ฉ”์ผ ๋ฐ์ดํ„ฐ๋ฅผ ์ตœ์†Œํ•œ์˜ ๊ณต๊ฐ„์œผ๋กœ ์šด์˜ ํ•  ์ˆ˜ ์žˆ๋„๋ก ์„ค๊ณ„๋˜์—ˆ์œผ๋ฉฐ, Scale-Out(์ˆ˜ํ‰์ ์ธ ํ™•์žฅ) ํ™•์žฅ์ด ๊ฐ€๋Šฅํ•˜๊ฒŒ ๊ฐœ๋ฐœ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์„ค๊ณ„๋ฐฉ์‹ ์ธก๋ฉด ์•„ํ‚คํ…์ณ ใ†์ €์žฅ๋ฐฉ์‹ ์ธก๋ฉด K-Portalยฎ Archiving์€ ๊ฐœ์ธ๋ณ„ ๊ฒ€์ƒ‰ ์†๋„ ๊ฐœ์„ ์„ ์œ„ํ•ด ๊ฒ€์ƒ‰๋ฐ์ดํ„ฐ๋Š” ๊ฐœ์ธ๋ณ„๋กœ ๋ณ„๋„ ๊ด€๋ฆฌํ•˜๊ณ , ์ฒจ๋ถ€ํŒŒ์ผ๊ณผ ๋ฉ”์ผ ๋ณต์› ๋ฐ์ดํ„ฐ๋Š” ํ•˜๋‚˜์˜ ๋ฐ์ดํ„ฐ๋งŒ ์ €์žฅ ํ•ฉ๋‹ˆ๋‹ค. (SIS - Single Instance Storage) ์ €์žฅ๋ฐฉ์‹ ์ธก๋ฉด ์•„ํ‚คํ…์ณ ใ†์•„์นด์ด๋น™ ๊ตฌ์„ฑ K-Portalยฎ Archiving์€ ๋‹ค์Œ๊ณผ ๊ฐ™์ด ๊ตฌ์„ฑ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค. ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ๋ชจ๋“ˆ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ๋ชจ๋“ˆ ์ˆ˜์ง‘๋œ ๋ฐ์ดํ„ฐ ๋ฒ ์ด์Šค(์ˆ˜์‹ , ๋ฐœ์‹  ๋ฉ”์ผ)๋ฅผ ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ ํ•  ์ˆ˜ ์žˆ๋Š” ํ‘œ์ค€ ์•„์นด์ด๋ธŒ ๋ฌธ์„œ๋กœ ๋ณ€ํ™˜. ๋ฉ”์ผ์— ์ฒจ๋ถ€ํŒŒ์ผ์„ ๋‹ค์šด๋กœ๋“œ. ์•„์นด์ด๋น™ ์„œ๋ฒ„์˜ ๋ถ€ํ•˜๋ฅผ ํŒ๋‹จ, ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ๊ฐ€ ์ตœ์ ํ™” ๋  ์ˆ˜ ์žˆ๊ฒŒ ์„ค๊ณ„๋จ. ์•„์นด์ด๋น™ ๋ชจ๋“ˆ (K-Portal ArchiveV2 Engine) ์•„์นด์ด๋น™ ๋ชจ๋“ˆ (K-Portal ArchiveV2 Engine) ์•„์นด์ด๋น™ ๋Œ€๊ธฐ๋ฌธ์„œ๋กœ ๋งŒ๋“ค์–ด์ง„ ๋ฉ”์ผ ๋ฐ์ดํ„ฐ์—์„œ ๋ณธ๋ฌธ(MIME)๊ณผ ์ฒจ๋ถ€ํŒŒ์ผ์„ ๋ถ„๋ฆฌ. ์ฒจ๋ถ€ํŒŒ์ผ์„ ์••์ถ• ์ฒ˜๋ฆฌ(K-Portal Zip). ๊ฐœ์ธ๋ณ„ ๊ฒ€์ƒ‰์šฉ ์ƒ‰์ธํŒŒ์ผ์„ ์ƒ์„ฑํ•ด์„œ K-Portal Search ์„œ๋ฒ„์— ์ถ”๊ฐ€. MIME ๋ณต์›์šฉ ๋ฐ์ดํ„ฐ์™€ ์••์ถ•๋œ ์ฒจ๋ถ€ํŒŒ์ผ์„ K-Portal BigData์— ์ถ”๊ฐ€.[ํŒŒ์ผ ์ค‘๋ณต ์ฒดํฌ SHA-1 + ํŒŒ์ผ ์‚ฌ์ด์ฆˆ, ์ค‘๋ณต ์ œ๊ฑฐ์œจ 70%] SIS(Single Instance Storage) [์ค‘๋ณต์—ฌ๋ถ€ ์ฒดํฌํ•ด์„œ ํ•˜๋‚˜์˜ ๋ฉ”์ผ๋งŒ ์ €์žฅ ๋  ์ˆ˜ ์žˆ๋„๋ก ๊ตฌ์„ฑ๋จ] ๋””์Šคํฌ ์‚ฌ์ด์ฆˆ (60~70%) ์ ˆ๊ฐ. ๊ฒ€์ƒ‰์—”์ง„ ๋ชจ๋“ˆ (K-Portal Search) ๊ฒ€์ƒ‰์—”์ง„ ๋ชจ๋“ˆ (K-Portal Search) ๊ฒ€์ƒ‰์„ ์œ„ํ•œ ๋ฉ”์ผ ํ—ค๋” ์ •๋ณด, ๋ณธ๋ฌธ, ์ฒจ๋ถ€ํŒŒ์ผ ์ƒ‰์ธ ์ƒ์„ฑ (ํŒŒ์›Œํฌ์ธํŠธ, ์—‘์…€, ์›Œ๋“œ, PDF, Text, HTML ์ƒ‰์ธ). ์ƒ‰์ธ๋œ ๋ฐ์ดํ„ฐ๋ฅผ ๊ฒ€์ƒ‰ (์ œ๋ชฉ, ๋ฐœ์‹ ์ž, ๋‚ ์งœ, ๋ณธ๋ฌธ, ์ฒจ๋ถ€๋‚ด์šฉ, ๊ธฐ๊ฐ„๋ณ„ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ). ์‚ฌ์šฉ์ž ๊ธฐ๋Šฅ ๋ชจ๋“ˆ ์‚ฌ์šฉ์ž ๊ธฐ๋Šฅ ๋ชจ๋“ˆ [๊ฒ€์ƒ‰๊ธฐ๋Šฅ] ์ œ๋ชฉ, ๋ฐœ์‹ ์ž, ๋‚ ์งœ, ๋ณธ๋ฌธ, ์ฒจ๋ถ€ํŒŒ์ผ, ํ†ตํ•ฉ๊ฒ€์ƒ‰, ๊ธฐ๊ฐ„๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ. ํ†ตํ•ฉ๋ณด๊ธฐ, ๋ฐ›์€ ํŽธ์ง€ํ•จ๋งŒ ๊ฒ€์ƒ‰, ๋ณด๋‚ธ ํŽธ์ง€ํ•จ๋งŒ ๊ฒ€์ƒ‰, ๊ฐœ์ธ ํŽธ์ง€ํ•จ ๋ณ„ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ. ์ „์ฒด ๋ชฉ๋ก ๊ธฐ๋Šฅ (์•„์นด์ด๋น™ ๋œ ๊ฐœ์ธ ๋ฉ”์ผ ์ „์ฒด ๋ฆฌ์ŠคํŠธ ๋ชฉ๋ก ๋ณด๊ธฐ ๊ธฐ๋Šฅ). ๊ฒ€์ƒ‰ ๊ฒฐ๊ณผ ํƒ€์ž… ์„ ํƒ (๊ฒ€์ƒ‰์—”์ง„ ํ˜•, ์ผ๋ฐ˜ ๋ชฉ๋ก ํ˜•). [๋ณต๊ตฌ๊ธฐ๋Šฅ] ์›๋ณธ๋ณด๊ธฐ ๊ธฐ๋Šฅ (๋ณต๊ตฌ ํ›„ ๋ฉ”์ผ ํ˜•ํƒœ์˜ ๋ฐ”๋กœ ์กฐํšŒ ๊ธฐ๋Šฅ). ๋ณธ๋ฌธ๋‚ด์šฉ ๋ฏธ๋ฆฌ ๋ณด๊ธฐ ๊ธฐ๋Šฅ (๋ณธ๋ฌธ ์ด๋ฏธ์ง€ ํฌํ•จ : Text / Html ์ง€์›). ์ฒจ๋ถ€ํŒŒ์ผ ๋‹ค์šด๋กœ๋“œ. ๊ด€๋ฆฌ์ž ๊ธฐ๋Šฅ ๋ชจ๋“ˆ ๊ด€๋ฆฌ์ž ๊ธฐ๋Šฅ ๋ชจ๋“ˆ [๋ชจ๋‹ˆํ„ฐ๋ง๊ธฐ๋Šฅ] ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ์„œ๋ฒ„์˜ ๋ถ€ํ•˜์ƒํƒœ ๋ชจ๋‹ˆํ„ฐ๋ง ๊ธฐ๋Šฅ (๋ถ€ํ•˜๋Ÿ‰ ๊ทธ๋ž˜ํ”„ ํ˜•ํƒœ ์ง€์›). ์•„์นด์ด๋น™ ๋Œ€๊ธฐ๊ฑด์ˆ˜ / ์ฒ˜๋ฆฌ๊ฑด์ˆ˜ ๋ชจ๋‹ˆํ„ฐ๋ง / ์‚ฌ์šฉ์ž๋ณ„ ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ๊ฑด์ˆ˜ / ์ €์žฅ์‚ฌ์ด์ฆˆ / ์••์ถ•๋ฅ  ๋ชจ๋‹ˆํ„ฐ๋ง. ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ์„œ๋ฒ„์˜ CPU์‚ฌ์šฉ๋ฅ  ๋ชจ๋‹ˆํ„ฐ๋ง (๊ทธ๋ž˜ํ”„ ํ˜•ํƒœ ์ง€์›) / ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ ํ”„๋กœ์„ธ์Šค์˜ ๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์šฉ๋Ÿ‰ ๋ชจ๋‹ˆํ„ฐ๋ง. ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ์„œ๋ฒ„์˜ ์„œ๋ฒ„ํ”„๋กœ์„ธ์Šค ๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์šฉ๋Ÿ‰ / ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ ๋””์Šคํฌ ์‚ฌ์šฉ๋Ÿ‰ ๋ชจ๋‹ˆํ„ฐ๋ง (์‚ฌ์šฉ๋Ÿ‰ ์›ํ˜• ๊ทธ๋ž˜ํ”„ ํ˜•ํƒœ ์ง€์›). [๊ทธ ์™ธ ๊ธฐ๋Šฅ] ์•„์นด์ด๋น™ ๋Œ€์ƒ์ž ์กฐ์ง๋„์—์„œ ์ง€์ • (๋Œ€์ƒ์ž / ๋น„๋Œ€์ƒ์ž ์ง€์ •). ์•„์นด์ด๋น™ ๋˜๋Š” ์ „์ฒด ๋ฉ”์ผ์— ๋Œ€ํ•œ ๊ธฐ๊ฐ„ ๊ฒ€์ƒ‰. ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ์˜ ๋ณด๊ด€์ฃผ๊ธฐ๋ฅผ ๋…„๋„๋ณ„๋กœ ์ง€์ •, ํ•ด๋‹น๋…„๋„ ์ง€๋‚œ ๋ฐ์ดํ„ฐ๋Š” ์ž๋™ ์‚ญ์ œ. ํŠน์ •์ธ์—๊ฒŒ ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ ์กฐํšŒ ํ•  ์ˆ˜ ์žˆ๋Š” ๊ถŒํ•œ ๋ถ€์—ฌ ๊ฐ€๋Šฅ. ์ „์ฒด ๋˜๋Š” ๊ฐœ์ธ๋ณ„ (๊ธฐ๊ฐ„ ์„ค์ • ๊ฐ€๋Šฅ) ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ ๋ถ„์„ (์›๋ณธ ๊ฑด์ˆ˜, ์•„์นด์ด๋น™ ๊ฑด๊ตฌ, ์‚ฌ์ด์ฆˆ, ์••์ถ•๋ฅ , ๊ทธ๋ž˜ํ”„ํ™”์ง€์›). ์ „์ฒด ๋˜๋Š” ๊ฐœ์ธ๋ณ„ (๊ธฐ๊ฐ„ ์„ค์ • ๊ฐ€๋Šฅ) ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ ํ™œ์šฉ๋„ ๋ถ„์„ (์กฐํšŒ, ๊ฒ€์ƒ‰, ๋ณต๊ตฌ, ์ด๋™). ๊ฒ€์„์„œ๋ฒ„ ์ธ๋ฑ์Šค / ์ƒํƒœ ๊ด€๋ฆฌ. ใ†๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ ํ”„๋กœ์„ธ์Šค ๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ ํ”„๋กœ์„ธ์Šค </s>
K-Portal ์•„์นด์ด๋น™ ์†”๋ฃจ์…˜์˜ ์•„ํ‚คํ…์ณ์— ๋Œ€ํ•ด์„œ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š”
์•„ํ‚คํ…์ณ ใ†์„ค๊ณ„๋ฐฉ์‹ ์ธก๋ฉด K-Portalยฎ Archiving์€ ๋ฐ์ดํ„ฐ๋ฅผ ์ €์žฅํ•˜๋Š” ๋ฐฉ์‹๊ณผ ์ž์ฒด ํŒŒ์ผ ์••์ถ• ๊ธฐ์ˆ ์„ ํ†ตํ•ด์„œ ๋Œ€๋Ÿ‰์˜ ๋ฉ”์ผ ๋ฐ์ดํ„ฐ๋ฅผ ์ตœ์†Œํ•œ์˜ ๊ณต๊ฐ„์œผ๋กœ ์šด์˜ ํ•  ์ˆ˜ ์žˆ๋„๋ก ์„ค๊ณ„๋˜์—ˆ์œผ๋ฉฐ, Scale-Out(์ˆ˜ํ‰์ ์ธ ํ™•์žฅ) ํ™•์žฅ์ด ๊ฐ€๋Šฅํ•˜๊ฒŒ ๊ฐœ๋ฐœ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์„ค๊ณ„๋ฐฉ์‹ ์ธก๋ฉด ์•„ํ‚คํ…์ณ ใ†์ €์žฅ๋ฐฉ์‹ ์ธก๋ฉด K-Portalยฎ Archiving์€ ๊ฐœ์ธ๋ณ„ ๊ฒ€์ƒ‰ ์†๋„ ๊ฐœ์„ ์„ ์œ„ํ•ด ๊ฒ€์ƒ‰๋ฐ์ดํ„ฐ๋Š” ๊ฐœ์ธ๋ณ„๋กœ ๋ณ„๋„ ๊ด€๋ฆฌํ•˜๊ณ , ์ฒจ๋ถ€ํŒŒ์ผ๊ณผ ๋ฉ”์ผ ๋ณต์› ๋ฐ์ดํ„ฐ๋Š” ํ•˜๋‚˜์˜ ๋ฐ์ดํ„ฐ๋งŒ ์ €์žฅ ํ•ฉ๋‹ˆ๋‹ค. (SIS - Single Instance Storage) ์ €์žฅ๋ฐฉ์‹ ์ธก๋ฉด ์•„ํ‚คํ…์ณ ใ†์•„์นด์ด๋น™ ๊ตฌ์„ฑ K-Portalยฎ Archiving์€ ๋‹ค์Œ๊ณผ ๊ฐ™์ด ๊ตฌ์„ฑ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค. ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ๋ชจ๋“ˆ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ๋ชจ๋“ˆ ์ˆ˜์ง‘๋œ ๋ฐ์ดํ„ฐ ๋ฒ ์ด์Šค(์ˆ˜์‹ , ๋ฐœ์‹  ๋ฉ”์ผ)๋ฅผ ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ ํ•  ์ˆ˜ ์žˆ๋Š” ํ‘œ์ค€ ์•„์นด์ด๋ธŒ ๋ฌธ์„œ๋กœ ๋ณ€ํ™˜. ๋ฉ”์ผ์— ์ฒจ๋ถ€ํŒŒ์ผ์„ ๋‹ค์šด๋กœ๋“œ. ์•„์นด์ด๋น™ ์„œ๋ฒ„์˜ ๋ถ€ํ•˜๋ฅผ ํŒ๋‹จ, ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ๊ฐ€ ์ตœ์ ํ™” ๋  ์ˆ˜ ์žˆ๊ฒŒ ์„ค๊ณ„๋จ. ์•„์นด์ด๋น™ ๋ชจ๋“ˆ (K-Portal ArchiveV2 Engine) ์•„์นด์ด๋น™ ๋ชจ๋“ˆ (K-Portal ArchiveV2 Engine) ์•„์นด์ด๋น™ ๋Œ€๊ธฐ๋ฌธ์„œ๋กœ ๋งŒ๋“ค์–ด์ง„ ๋ฉ”์ผ ๋ฐ์ดํ„ฐ์—์„œ ๋ณธ๋ฌธ(MIME)๊ณผ ์ฒจ๋ถ€ํŒŒ์ผ์„ ๋ถ„๋ฆฌ. ์ฒจ๋ถ€ํŒŒ์ผ์„ ์••์ถ• ์ฒ˜๋ฆฌ(K-Portal Zip). ๊ฐœ์ธ๋ณ„ ๊ฒ€์ƒ‰์šฉ ์ƒ‰์ธํŒŒ์ผ์„ ์ƒ์„ฑํ•ด์„œ K-Portal Search ์„œ๋ฒ„์— ์ถ”๊ฐ€. MIME ๋ณต์›์šฉ ๋ฐ์ดํ„ฐ์™€ ์••์ถ•๋œ ์ฒจ๋ถ€ํŒŒ์ผ์„ K-Portal BigData์— ์ถ”๊ฐ€.[ํŒŒ์ผ ์ค‘๋ณต ์ฒดํฌ SHA-1 + ํŒŒ์ผ ์‚ฌ์ด์ฆˆ, ์ค‘๋ณต ์ œ๊ฑฐ์œจ 70%] SIS(Single Instance Storage) [์ค‘๋ณต์—ฌ๋ถ€ ์ฒดํฌํ•ด์„œ ํ•˜๋‚˜์˜ ๋ฉ”์ผ๋งŒ ์ €์žฅ ๋  ์ˆ˜ ์žˆ๋„๋ก ๊ตฌ์„ฑ๋จ] ๋””์Šคํฌ ์‚ฌ์ด์ฆˆ (60~70%) ์ ˆ๊ฐ. ๊ฒ€์ƒ‰์—”์ง„ ๋ชจ๋“ˆ (K-Portal Search) ๊ฒ€์ƒ‰์—”์ง„ ๋ชจ๋“ˆ (K-Portal Search) ๊ฒ€์ƒ‰์„ ์œ„ํ•œ ๋ฉ”์ผ ํ—ค๋” ์ •๋ณด, ๋ณธ๋ฌธ, ์ฒจ๋ถ€ํŒŒ์ผ ์ƒ‰์ธ ์ƒ์„ฑ (ํŒŒ์›Œํฌ์ธํŠธ, ์—‘์…€, ์›Œ๋“œ, PDF, Text, HTML ์ƒ‰์ธ). ์ƒ‰์ธ๋œ ๋ฐ์ดํ„ฐ๋ฅผ ๊ฒ€์ƒ‰ (์ œ๋ชฉ, ๋ฐœ์‹ ์ž, ๋‚ ์งœ, ๋ณธ๋ฌธ, ์ฒจ๋ถ€๋‚ด์šฉ, ๊ธฐ๊ฐ„๋ณ„ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ). ์‚ฌ์šฉ์ž ๊ธฐ๋Šฅ ๋ชจ๋“ˆ ์‚ฌ์šฉ์ž ๊ธฐ๋Šฅ ๋ชจ๋“ˆ [๊ฒ€์ƒ‰๊ธฐ๋Šฅ] ์ œ๋ชฉ, ๋ฐœ์‹ ์ž, ๋‚ ์งœ, ๋ณธ๋ฌธ, ์ฒจ๋ถ€ํŒŒ์ผ, ํ†ตํ•ฉ๊ฒ€์ƒ‰, ๊ธฐ๊ฐ„๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ. ํ†ตํ•ฉ๋ณด๊ธฐ, ๋ฐ›์€ ํŽธ์ง€ํ•จ๋งŒ ๊ฒ€์ƒ‰, ๋ณด๋‚ธ ํŽธ์ง€ํ•จ๋งŒ ๊ฒ€์ƒ‰, ๊ฐœ์ธ ํŽธ์ง€ํ•จ ๋ณ„ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ. ์ „์ฒด ๋ชฉ๋ก ๊ธฐ๋Šฅ (์•„์นด์ด๋น™ ๋œ ๊ฐœ์ธ ๋ฉ”์ผ ์ „์ฒด ๋ฆฌ์ŠคํŠธ ๋ชฉ๋ก ๋ณด๊ธฐ ๊ธฐ๋Šฅ). ๊ฒ€์ƒ‰ ๊ฒฐ๊ณผ ํƒ€์ž… ์„ ํƒ (๊ฒ€์ƒ‰์—”์ง„ ํ˜•, ์ผ๋ฐ˜ ๋ชฉ๋ก ํ˜•). [๋ณต๊ตฌ๊ธฐ๋Šฅ] ์›๋ณธ๋ณด๊ธฐ ๊ธฐ๋Šฅ (๋ณต๊ตฌ ํ›„ ๋ฉ”์ผ ํ˜•ํƒœ์˜ ๋ฐ”๋กœ ์กฐํšŒ ๊ธฐ๋Šฅ). ๋ณธ๋ฌธ๋‚ด์šฉ ๋ฏธ๋ฆฌ ๋ณด๊ธฐ ๊ธฐ๋Šฅ (๋ณธ๋ฌธ ์ด๋ฏธ์ง€ ํฌํ•จ : Text / Html ์ง€์›). ์ฒจ๋ถ€ํŒŒ์ผ ๋‹ค์šด๋กœ๋“œ. ๊ด€๋ฆฌ์ž ๊ธฐ๋Šฅ ๋ชจ๋“ˆ ๊ด€๋ฆฌ์ž ๊ธฐ๋Šฅ ๋ชจ๋“ˆ [๋ชจ๋‹ˆํ„ฐ๋ง๊ธฐ๋Šฅ] ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ์„œ๋ฒ„์˜ ๋ถ€ํ•˜์ƒํƒœ ๋ชจ๋‹ˆํ„ฐ๋ง ๊ธฐ๋Šฅ (๋ถ€ํ•˜๋Ÿ‰ ๊ทธ๋ž˜ํ”„ ํ˜•ํƒœ ์ง€์›). ์•„์นด์ด๋น™ ๋Œ€๊ธฐ๊ฑด์ˆ˜ / ์ฒ˜๋ฆฌ๊ฑด์ˆ˜ ๋ชจ๋‹ˆํ„ฐ๋ง / ์‚ฌ์šฉ์ž๋ณ„ ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ๊ฑด์ˆ˜ / ์ €์žฅ์‚ฌ์ด์ฆˆ / ์••์ถ•๋ฅ  ๋ชจ๋‹ˆํ„ฐ๋ง. ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ์„œ๋ฒ„์˜ CPU์‚ฌ์šฉ๋ฅ  ๋ชจ๋‹ˆํ„ฐ๋ง (๊ทธ๋ž˜ํ”„ ํ˜•ํƒœ ์ง€์›) / ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ ํ”„๋กœ์„ธ์Šค์˜ ๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์šฉ๋Ÿ‰ ๋ชจ๋‹ˆํ„ฐ๋ง. ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ์„œ๋ฒ„์˜ ์„œ๋ฒ„ํ”„๋กœ์„ธ์Šค ๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์šฉ๋Ÿ‰ / ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ ๋””์Šคํฌ ์‚ฌ์šฉ๋Ÿ‰ ๋ชจ๋‹ˆํ„ฐ๋ง (์‚ฌ์šฉ๋Ÿ‰ ์›ํ˜• ๊ทธ๋ž˜ํ”„ ํ˜•ํƒœ ์ง€์›). [๊ทธ ์™ธ ๊ธฐ๋Šฅ] ์•„์นด์ด๋น™ ๋Œ€์ƒ์ž ์กฐ์ง๋„์—์„œ ์ง€์ • (๋Œ€์ƒ์ž / ๋น„๋Œ€์ƒ์ž ์ง€์ •). ์•„์นด์ด๋น™ ๋˜๋Š” ์ „์ฒด ๋ฉ”์ผ์— ๋Œ€ํ•œ ๊ธฐ๊ฐ„ ๊ฒ€์ƒ‰. ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ์˜ ๋ณด๊ด€์ฃผ๊ธฐ๋ฅผ ๋…„๋„๋ณ„๋กœ ์ง€์ •, ํ•ด๋‹น๋…„๋„ ์ง€๋‚œ ๋ฐ์ดํ„ฐ๋Š” ์ž๋™ ์‚ญ์ œ. ํŠน์ •์ธ์—๊ฒŒ ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ ์กฐํšŒ ํ•  ์ˆ˜ ์žˆ๋Š” ๊ถŒํ•œ ๋ถ€์—ฌ ๊ฐ€๋Šฅ. ์ „์ฒด ๋˜๋Š” ๊ฐœ์ธ๋ณ„ (๊ธฐ๊ฐ„ ์„ค์ • ๊ฐ€๋Šฅ) ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ ๋ถ„์„ (์›๋ณธ ๊ฑด์ˆ˜, ์•„์นด์ด๋น™ ๊ฑด๊ตฌ, ์‚ฌ์ด์ฆˆ, ์••์ถ•๋ฅ , ๊ทธ๋ž˜ํ”„ํ™”์ง€์›). ์ „์ฒด ๋˜๋Š” ๊ฐœ์ธ๋ณ„ (๊ธฐ๊ฐ„ ์„ค์ • ๊ฐ€๋Šฅ) ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ ํ™œ์šฉ๋„ ๋ถ„์„ (์กฐํšŒ, ๊ฒ€์ƒ‰, ๋ณต๊ตฌ, ์ด๋™). ๊ฒ€์„์„œ๋ฒ„ ์ธ๋ฑ์Šค / ์ƒํƒœ ๊ด€๋ฆฌ. ใ†๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ ํ”„๋กœ์„ธ์Šค ๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ ํ”„๋กœ์„ธ์Šค
<s>[INST] K-Portal ์•„์นด์ด๋น™ ์†”๋ฃจ์…˜์˜ ๊ธฐ๋Šฅ์— ๋Œ€ํ•ด์„œ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š” [/INST] ์ฃผ์š”๊ธฐ๋Šฅ ใ†์•„์นด์ด๋น™ ๊ธฐ๋Šฅ ์•„์นด์ด๋น™ ํด๋”๋ฅผ ํด๋ฆญ ํ•  ๊ฒฝ์šฐ ์ „์ฒด ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ์˜ ๋ชฉ๋ก์„ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ „์ฒด ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ ๊ฒ€์ƒ‰ ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌํ•  ๋ฉ”์ผ์„ Drag&Drop ๋˜๋Š” ํด๋” ์ด๋™์‹œ ๊ฐœ์ธ๋ณด๊ด€ํ•จ์œผ๋กœ ์ด๋™ํ•˜๋ฉด, ์ž๋™ ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ ๋ฉ๋‹ˆ๋‹ค. Drag&Drop ์•„์นด์ด๋น™ ํด๋” ํด๋ฆญ์‹œ ํ•ด๋‹นํด๋”๋กœ ์•„์นด์ด๋น™ ๋œ ๋ฉ”์ผ์„ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์•„์นด์ด๋น™ ํด๋” ํด๋ฆญ ใ†๊ด€๋ฆฌ์ž ๊ธฐ๋Šฅ ๊ด€๋ฆฌ์ž ๋ฉ”์ธ ํ™”๋ฉด์—์„œ ๋””์Šคํฌ ์‚ฌ์šฉ๋Ÿ‰, ๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์šฉ๋Ÿ‰, ์ผ๋ณ„ ์•„์นด์ด๋น™ ๊ฑด์ˆ˜, ์ผ๋ณ„ ์•„์นด์ด๋น™ ์‚ฌ์ด์ฆˆ, ์ ‘์†์œ ์ง€ ๊ฑด์ˆ˜, ๋„คํŠธ์›Œํฌ ์‚ฌ์šฉ๋Ÿ‰ ๋“ฑ์„ ํ•œ๋ฒˆ์— ํ™•์ธ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋ฐ์ดํ„ฐ ํ†ต๊ณ„ ๋ถ„์„์€ ์ „์ฒด ๋Œ€์ƒ ๋˜๋Š” ๊ฐœ์ธ๋ณ„๋กœ ์•„์นด์ด๋น™ ๋œ ๋ฐ์ดํ„ฐ์˜ ๊ฑด์ˆ˜, ์šฉ๋Ÿ‰, ์••์ถ•๋ฅ  ๋“ฑ์„ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋ž˜ํ”„ํ™” ์ง€์› ๋ฐ ๊ธฐ๊ฐ„ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ๋ฐ์ดํ„ฐ ํ™œ์šฉ๋„ ๋ถ„์„์€ ์ „์ฒด๋Œ€์ƒ ๋˜๋Š” ๊ฐœ์ธ๋ณ„๋กœ ์•„์นด์ด๋น™ ๋œ ๋ฐ์ดํ„ฐ๋ฅผ ๊ฒ€์ƒ‰, ๋ณต๊ตฌ, ์ด๋™, ์‚ญ์ œํ•œ ๋‚ด์šฉ์„ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋ž˜ํ”„ํ™” ์ง€์› ๋ฐ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ์•„์นด์ด๋น™ ๊ฒ€์ƒ‰์€ ๊ฐ์‚ฌ์ž ๋˜๋Š” ๊ด€๋ฆฌ์ž๊ฐ€ ์•„์นด์ด๋น™ ๋œ ์‚ฌ์šฉ์ž์˜ ๋ฉ”์ผ์„ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ๋Š” ๊ธฐ๋Šฅ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ๊ฐœ์ธ์ด ์‚ญ์ œํ•œ ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ๋„ ํ™•์ธ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค. </s>
K-Portal ์•„์นด์ด๋น™ ์†”๋ฃจ์…˜์˜ ๊ธฐ๋Šฅ์— ๋Œ€ํ•ด์„œ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š”
์ฃผ์š”๊ธฐ๋Šฅ ใ†์•„์นด์ด๋น™ ๊ธฐ๋Šฅ ์•„์นด์ด๋น™ ํด๋”๋ฅผ ํด๋ฆญ ํ•  ๊ฒฝ์šฐ ์ „์ฒด ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ์˜ ๋ชฉ๋ก์„ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ „์ฒด ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ ๊ฒ€์ƒ‰ ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌํ•  ๋ฉ”์ผ์„ Drag&Drop ๋˜๋Š” ํด๋” ์ด๋™์‹œ ๊ฐœ์ธ๋ณด๊ด€ํ•จ์œผ๋กœ ์ด๋™ํ•˜๋ฉด, ์ž๋™ ์•„์นด์ด๋น™ ์ฒ˜๋ฆฌ ๋ฉ๋‹ˆ๋‹ค. Drag&Drop ์•„์นด์ด๋น™ ํด๋” ํด๋ฆญ์‹œ ํ•ด๋‹นํด๋”๋กœ ์•„์นด์ด๋น™ ๋œ ๋ฉ”์ผ์„ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์•„์นด์ด๋น™ ํด๋” ํด๋ฆญ ใ†๊ด€๋ฆฌ์ž ๊ธฐ๋Šฅ ๊ด€๋ฆฌ์ž ๋ฉ”์ธ ํ™”๋ฉด์—์„œ ๋””์Šคํฌ ์‚ฌ์šฉ๋Ÿ‰, ๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์šฉ๋Ÿ‰, ์ผ๋ณ„ ์•„์นด์ด๋น™ ๊ฑด์ˆ˜, ์ผ๋ณ„ ์•„์นด์ด๋น™ ์‚ฌ์ด์ฆˆ, ์ ‘์†์œ ์ง€ ๊ฑด์ˆ˜, ๋„คํŠธ์›Œํฌ ์‚ฌ์šฉ๋Ÿ‰ ๋“ฑ์„ ํ•œ๋ฒˆ์— ํ™•์ธ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋ฐ์ดํ„ฐ ํ†ต๊ณ„ ๋ถ„์„์€ ์ „์ฒด ๋Œ€์ƒ ๋˜๋Š” ๊ฐœ์ธ๋ณ„๋กœ ์•„์นด์ด๋น™ ๋œ ๋ฐ์ดํ„ฐ์˜ ๊ฑด์ˆ˜, ์šฉ๋Ÿ‰, ์••์ถ•๋ฅ  ๋“ฑ์„ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋ž˜ํ”„ํ™” ์ง€์› ๋ฐ ๊ธฐ๊ฐ„ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ๋ฐ์ดํ„ฐ ํ™œ์šฉ๋„ ๋ถ„์„์€ ์ „์ฒด๋Œ€์ƒ ๋˜๋Š” ๊ฐœ์ธ๋ณ„๋กœ ์•„์นด์ด๋น™ ๋œ ๋ฐ์ดํ„ฐ๋ฅผ ๊ฒ€์ƒ‰, ๋ณต๊ตฌ, ์ด๋™, ์‚ญ์ œํ•œ ๋‚ด์šฉ์„ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๊ทธ๋ž˜ํ”„ํ™” ์ง€์› ๋ฐ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ์„ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. ์•„์นด์ด๋น™ ๊ฒ€์ƒ‰์€ ๊ฐ์‚ฌ์ž ๋˜๋Š” ๊ด€๋ฆฌ์ž๊ฐ€ ์•„์นด์ด๋น™ ๋œ ์‚ฌ์šฉ์ž์˜ ๋ฉ”์ผ์„ ํ™•์ธ ํ•  ์ˆ˜ ์žˆ๋Š” ๊ธฐ๋Šฅ์„ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ๊ฐœ์ธ์ด ์‚ญ์ œํ•œ ์•„์นด์ด๋น™ ๋ฐ์ดํ„ฐ๋„ ํ™•์ธ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค.
<s>[INST] K-Portal Box์— ๋Œ€ํ•ด์„œ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š” [/INST] Box๋ž€? K-Portalยฎ Box๋ž€ ๊ธฐ์—…์—์„œ ์ƒ์„ฑ๋˜๋Š” ์ตœ์ข… ์—…๋ฌด ๊ฒฐ๊ณผ๋ฌผ์ธ ํŒŒ์ผ์„ ๋ฉ”์ผ ๋˜๋Š” ๋ฉ”์‹ ์ €๊ฐ€ ์•„๋‹Œ Box์„œ๋ฒ„์—์„œ ๊ด€๋ฆฌํ•˜๋ฉด์„œ ๊ณต์œ  ํ•  ์ˆ˜ ์žˆ๋Š” ํ˜‘์—… ์†”๋ฃจ์…˜ ์ž…๋‹ˆ๋‹ค. ๊ธฐํƒ€ ์‚ฌ๋‚ด ์—…๋ฌดApp๊ณผ ์‰ฝ๊ฒŒ ์—ฐ๋™๋˜๋ฉฐ ํŒŒ์ผ์„ ์ „๋‹ฌํ•˜๋Š” ๋ฐฉ์‹์—์„œ ๊ณต์œ ํ•˜๋Š” ๋ฐฉ์‹์œผ๋กœ ์ „ํ™˜ํ•˜์—ฌ ์‚ฌ๋‚ด ์œ ํ†ต ๋˜๋Š” ํŒŒ์ผ์˜ ์ค‘๋ณต์„ ๋ฐฉ์ง€ํ•˜๊ณ  ์‹ค์‹œ๊ฐ„ ๋Œ€ํ™” ๊ธฐ๋Šฅ์„ ํ†ตํ•ด ํ˜‘์—…์ƒ์‚ฐ์„ฑ์„ ์ฆ๋Œ€ ์‹œํ‚ค๋Š” ์†”๋ฃจ์…˜ ์ž…๋‹ˆ๋‹ค. ใ†Box ํŠน์ง• ๋ถ„๋ฅ˜ ๊ธฐ๋Šฅ ๋น„๊ณ  ๊ธฐ๋ณธ ๊ธฐ๋Šฅ ํŒŒ์ผ ์—…๋กœ๋“œ ๋ฐ ๋‹ค์šด๋กœ๋“œ ๊ธฐ๋Šฅ (๋ฌธ์„œ, ์‚ฌ์ง„, ๋™์˜์ƒ, ๊ธฐํƒ€) ํŒŒ์ผ ์ œ๋ชฉ ๋ฐ ๋‚ด์šฉ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ (๊ฒ€์ƒ‰์—”์ง„ ์ ์šฉ) MS Office, HWP, PDF, TXT ๋“ฑ Message ๋‚ด์šฉ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ / ๋‹ต๋ณ€ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ ํŒŒ์ผ ๋ณ„ ๊ถŒํ•œ ๊ด€๋ฆฌ (์ „์ฒด๊ณต์œ , ์„ ํƒ๋œ ๋Œ€์ƒ์ž ๊ณต์œ ) ํŒŒ์ผ ๊ฐœ๋ณ„ ๊ถŒํ•œ ๊ด€๋ฆฌ ๋ฐ ๊ณต์œ ์ž ์ง€์ • ํด๋”์ƒ์„ฑ/ ์‚ญ์ œ/ ๊ณต์œ  (์ „์ฒด๊ณต์œ , ์„ ํƒ๋œ ๋Œ€์ƒ์ž ๊ณต์œ ) ํด๋” ๋ณ„ ๊ถŒํ•œ ๊ด€๋ฆฌ ๋ฐ ๊ณต์œ ์ž ์ง€์ • ๊ฐœ์ธ๋ณ„ ์‚ฌ์šฉ๋Ÿ‰ ๊ด€๋ฆฌ / ํŒŒ์ผ ํด๋” ์ด๋™ / ํŒŒ์ผ ์‚ญ์ œ ๋‚˜์˜ Box๋กœ ์ด๋™ / like ๊ธฐ๋Šฅ / ํŒŒ์ผ ๋ณ„ ์‘๋‹ต ๊ธฐ๋Šฅ 1:1, ๋‹ค์ค‘ ๋Œ€ํ™”๋ฐฉ ๊ธฐ๋Šฅ / ๋ฉ˜์…˜ ๊ธฐ๋Šฅ ์˜จ๋ผ์ธ, ์˜คํ”„๋ผ์ธ ๊ธฐ๋Šฅ / ํด๋” ๋ณ„ Unread Count ์‹ค์‹œ๊ฐ„ ๋ฐ˜์˜ ์ฝ์ง€ ์•Š์€ ๋ฉ”์„ธ์ง€ ํ™•์ธ ๊ธฐ๋Šฅ ํŒŒ์ผ ์ •๋ณด ์ƒ์„ธ๋ณด๊ธฐ / ์ฑ„ํŒ…, ๋ชฉ๋ก, ๊ฐค๋Ÿฌ๋ฆฌ๋ชจ๋“œ ๋ณด๊ธฐ ํ™œ์šฉ ๊ธฐ๋Šฅ ์ด๋ฏธ์ง€ ์ธ๋„ค์ผ ๊ธฐ๋Šฅ ํŒŒ์›Œํฌ์ธํŠธ, ์—‘์…€, ์›Œ๋“œ, ์ด๋ฏธ์ง€, ๋™์˜์ƒ ํŒŒ์ผ ํ˜•ํƒœ ๋ณ„ ์ž๋™ ๋ถ„๋ฅ˜ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ ํŒŒ์›Œํฌ์ธํŠธ, ์—‘์…€, ์›Œ๋“œ, ํ•œ๊ธ€, ์ด๋ฏธ์ง€, ๋™์˜์ƒ ์ „์ฒดํŒŒ์ผ / ๋‚ด๊ฐ€ ์˜ฌ๋ฆฐ ํŒŒ์ผ / ๋‚˜์—๊ฒŒ ๊ณต์œ ๋œ ํŒŒ์ผ / ์ฆ๊ฒจ์ฐพ๊ธฐ ํŒŒ์ผ ๋ณด๊ธฐ ํ™”์ƒํšŒ์˜ ๊ธฐ๋Šฅ ํ™”์ƒํšŒ์˜ ์ฆ‰์‹œ ๊ฐœ์„ค / ์ฐธ์„์ž ์˜์ƒ ๊ณต์œ  ์ฐธ์„์ž ๋ชฉ๋ก ๋ฐ ์ด ์ฐธ์„์ž ๊ฑด์ˆ˜ ํ‘œ์‹œ ์ฐธ์„์ž ์ดˆ๋Œ€ ๋ฐ ์ฐธ์„์š”์ฒญ ๋ชฉ๋ก์—์„œ ์ž…์žฅ ์ฐธ์„ ์š”์ฒญ ์‹œ ์‹ค์‹œ๊ฐ„ Push ์•Œ๋ฆผ ์•Œ๋ฆผ ํด๋ฆญ ์‹œ ํšŒ์˜์‹ค ๋ฐ”๋กœ ์ž…์žฅ Box์— ๋“ฑ๋ก๋œ ๋ฌธ์„œ๋ฅผ ์ด์šฉํ•œ ํ™”๋ฉด ๊ณต์œ  MS Office(PPT, XLS, DOC), HWP, PDF, TXT ๋“ฑ ์ด๋ฏธ์ง€ ์ „ํ™˜ ํ›„ ๊ณต์œ  (์ด 35์ข… ํŒŒ์ผ ์œ ํ˜• ์ง€์›) ๋„๊ตฌ๋ฅผ ์ด์šฉํ•œ ํ™”๋ฉด ๊ณต์œ  ํŒ์„œ ๊ธฐ๋Šฅ ์—ฐํ•„, ์„ , ๋„ํ˜•, ์ƒ‰์ƒ, ๊ตต๊ธฐ ์„ ํƒ ํ™”์ƒ ํšŒ์˜์‹ค ๋‚ด ์ฑ„ํŒ… / ์ด์ „ํ™”์ƒํšŒ์˜ ์ฑ„ํŒ… ๋‚ด์šฉ ์กฐํšŒ ๊ธฐ๋Šฅ ํ™”๋ฉด ๋ ˆ์ด์•„์›ƒ ๋ณ€๊ฒฝ (์ƒํ•˜, ์ขŒ์šฐ) / ๋ฐฉ์žฅ์˜ ํด๋ฆญ์— ๋”ฐ๋ฅธ ์ฐธ๊ฐ€์ž ํ™”๋ฉด ์ „ํ™˜ Box Show ๊ธฐ๋Šฅ Box์— ๋“ฑ๋ก๋œ ํŒŒ์ผ์„ ์›น ์ƒ์—์„œ ์กฐํšŒ MS Office(PPT, XLS, DOC), HWP, PDF, TXT ๋“ฑ ์ด๋ฏธ์ง€ ์ „ํ™˜ ํ›„ ๊ณต์œ  (์ด 35์ข… ํŒŒ์ผ ์œ ํ˜• ์ง€์›) Page Up, Page Down ๋‹จ์ถ•ํ‚ค๋ฅผ ์ด์šฉํ•œ ์ด๋ฏธ์ง€ ์ด๋™ ํ•œ๋ฒˆ ์กฐํšŒํ•œ ํŒŒ์ผ์€ ์บ์‹ฑ๋˜์–ด ๋น ๋ฅธ ์†๋„๋กœ ์žฌํ™•์ธ ์‹œ์Šคํ…œ ์—ฐ๋™ ๊ธฐ๋Šฅ ๊ตฌ๊ธ€ Docs๋ฅผ ์—ฐ๋™ํ•œ ์‹ค์‹œ๊ฐ„ ๋‹ค์ค‘ ํŽธ์ง‘ ๊ธฐ๋Šฅ ๊ตฌ๊ธ€ ๊ณ„์ •์ด ์กด์žฌํ•˜๋Š” ๊ฒฝ์šฐ ๊ตฌ๊ธ€ Docs๋ฅผ ์ด์šฉํ•œ ํŒŒ์ผ Viewer ๊ธฐ๋Šฅ ๊ตฌ๊ธ€ ๊ณ„์ •์ด ์กด์žฌํ•˜๋Š” ๊ฒฝ์šฐ ๋ฉ”์ผ ์ž‘์„ฑ ์‹œ Box๋ฅผ ์ด์šฉํ•œ ์ฒจ๋ถ€ ๊ธฐ๋Šฅ ์‹ค์‹œ๊ฐ„ ๋ฉ”์ผ ๋„์ฐฉ ์•Œ๋ฆผ ๋ฐ ์กฐํšŒ / ๋‹ต์žฅ, ์ „๋‹ฌ ๊ธฐ๋Šฅ ์ „์ž๊ฒฐ์žฌ ์—ฐ๋™ (๊ฒฐ์žฌ ์š”์ฒญ ํ™•์ธ / ๊ฒฐ์žฌ ์Šน์ธ) PC ๋ฉ”์‹ ์ € ๋Œ€ํ™” ์‹œ Box๋ฅผ ํ™œ์šฉํ•œ ํŒŒ์ผ ์ „์†ก ๊ธฐ๋Šฅ PC ๋ฉ”์‹ ์ €์™€ ์‹ค์‹œ๊ฐ„ ์ฑ„ํŒ… ๋ชจ๋ฐ”์ผ Viewer๋ฅผ ํ†ตํ•œ ์กฐํšŒ ๋ฐ ์—…๋กœ๋“œ ๊ธฐ๋Šฅ K-Bot ๊ธฐ๋Šฅ (Bot ๊ด€๋ฆฌ์ž ๊ธฐ๋Šฅ) Communication Bot, Rule Bot ๊ด€๋ฆฌ์ž ๊ธฐ๋Šฅ ์‚ฌ์šฉํ˜„ํ™ฉ DashBoard ๋น…๋ฐ์ดํ„ฐ ๋กœ๊ทธ๋ถ„์„ Visualization ์ธ์‚ฌ ์—ฐ๋™ ๋ชจ๋“ˆ </s>
K-Portal Box์— ๋Œ€ํ•ด์„œ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š”
Box๋ž€? K-Portalยฎ Box๋ž€ ๊ธฐ์—…์—์„œ ์ƒ์„ฑ๋˜๋Š” ์ตœ์ข… ์—…๋ฌด ๊ฒฐ๊ณผ๋ฌผ์ธ ํŒŒ์ผ์„ ๋ฉ”์ผ ๋˜๋Š” ๋ฉ”์‹ ์ €๊ฐ€ ์•„๋‹Œ Box์„œ๋ฒ„์—์„œ ๊ด€๋ฆฌํ•˜๋ฉด์„œ ๊ณต์œ  ํ•  ์ˆ˜ ์žˆ๋Š” ํ˜‘์—… ์†”๋ฃจ์…˜ ์ž…๋‹ˆ๋‹ค. ๊ธฐํƒ€ ์‚ฌ๋‚ด ์—…๋ฌดApp๊ณผ ์‰ฝ๊ฒŒ ์—ฐ๋™๋˜๋ฉฐ ํŒŒ์ผ์„ ์ „๋‹ฌํ•˜๋Š” ๋ฐฉ์‹์—์„œ ๊ณต์œ ํ•˜๋Š” ๋ฐฉ์‹์œผ๋กœ ์ „ํ™˜ํ•˜์—ฌ ์‚ฌ๋‚ด ์œ ํ†ต ๋˜๋Š” ํŒŒ์ผ์˜ ์ค‘๋ณต์„ ๋ฐฉ์ง€ํ•˜๊ณ  ์‹ค์‹œ๊ฐ„ ๋Œ€ํ™” ๊ธฐ๋Šฅ์„ ํ†ตํ•ด ํ˜‘์—…์ƒ์‚ฐ์„ฑ์„ ์ฆ๋Œ€ ์‹œํ‚ค๋Š” ์†”๋ฃจ์…˜ ์ž…๋‹ˆ๋‹ค. ใ†Box ํŠน์ง• ๋ถ„๋ฅ˜ ๊ธฐ๋Šฅ ๋น„๊ณ  ๊ธฐ๋ณธ ๊ธฐ๋Šฅ ํŒŒ์ผ ์—…๋กœ๋“œ ๋ฐ ๋‹ค์šด๋กœ๋“œ ๊ธฐ๋Šฅ (๋ฌธ์„œ, ์‚ฌ์ง„, ๋™์˜์ƒ, ๊ธฐํƒ€) ํŒŒ์ผ ์ œ๋ชฉ ๋ฐ ๋‚ด์šฉ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ (๊ฒ€์ƒ‰์—”์ง„ ์ ์šฉ) MS Office, HWP, PDF, TXT ๋“ฑ Message ๋‚ด์šฉ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ / ๋‹ต๋ณ€ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ ํŒŒ์ผ ๋ณ„ ๊ถŒํ•œ ๊ด€๋ฆฌ (์ „์ฒด๊ณต์œ , ์„ ํƒ๋œ ๋Œ€์ƒ์ž ๊ณต์œ ) ํŒŒ์ผ ๊ฐœ๋ณ„ ๊ถŒํ•œ ๊ด€๋ฆฌ ๋ฐ ๊ณต์œ ์ž ์ง€์ • ํด๋”์ƒ์„ฑ/ ์‚ญ์ œ/ ๊ณต์œ  (์ „์ฒด๊ณต์œ , ์„ ํƒ๋œ ๋Œ€์ƒ์ž ๊ณต์œ ) ํด๋” ๋ณ„ ๊ถŒํ•œ ๊ด€๋ฆฌ ๋ฐ ๊ณต์œ ์ž ์ง€์ • ๊ฐœ์ธ๋ณ„ ์‚ฌ์šฉ๋Ÿ‰ ๊ด€๋ฆฌ / ํŒŒ์ผ ํด๋” ์ด๋™ / ํŒŒ์ผ ์‚ญ์ œ ๋‚˜์˜ Box๋กœ ์ด๋™ / like ๊ธฐ๋Šฅ / ํŒŒ์ผ ๋ณ„ ์‘๋‹ต ๊ธฐ๋Šฅ 1:1, ๋‹ค์ค‘ ๋Œ€ํ™”๋ฐฉ ๊ธฐ๋Šฅ / ๋ฉ˜์…˜ ๊ธฐ๋Šฅ ์˜จ๋ผ์ธ, ์˜คํ”„๋ผ์ธ ๊ธฐ๋Šฅ / ํด๋” ๋ณ„ Unread Count ์‹ค์‹œ๊ฐ„ ๋ฐ˜์˜ ์ฝ์ง€ ์•Š์€ ๋ฉ”์„ธ์ง€ ํ™•์ธ ๊ธฐ๋Šฅ ํŒŒ์ผ ์ •๋ณด ์ƒ์„ธ๋ณด๊ธฐ / ์ฑ„ํŒ…, ๋ชฉ๋ก, ๊ฐค๋Ÿฌ๋ฆฌ๋ชจ๋“œ ๋ณด๊ธฐ ํ™œ์šฉ ๊ธฐ๋Šฅ ์ด๋ฏธ์ง€ ์ธ๋„ค์ผ ๊ธฐ๋Šฅ ํŒŒ์›Œํฌ์ธํŠธ, ์—‘์…€, ์›Œ๋“œ, ์ด๋ฏธ์ง€, ๋™์˜์ƒ ํŒŒ์ผ ํ˜•ํƒœ ๋ณ„ ์ž๋™ ๋ถ„๋ฅ˜ ๊ฒ€์ƒ‰ ๊ธฐ๋Šฅ ํŒŒ์›Œํฌ์ธํŠธ, ์—‘์…€, ์›Œ๋“œ, ํ•œ๊ธ€, ์ด๋ฏธ์ง€, ๋™์˜์ƒ ์ „์ฒดํŒŒ์ผ / ๋‚ด๊ฐ€ ์˜ฌ๋ฆฐ ํŒŒ์ผ / ๋‚˜์—๊ฒŒ ๊ณต์œ ๋œ ํŒŒ์ผ / ์ฆ๊ฒจ์ฐพ๊ธฐ ํŒŒ์ผ ๋ณด๊ธฐ ํ™”์ƒํšŒ์˜ ๊ธฐ๋Šฅ ํ™”์ƒํšŒ์˜ ์ฆ‰์‹œ ๊ฐœ์„ค / ์ฐธ์„์ž ์˜์ƒ ๊ณต์œ  ์ฐธ์„์ž ๋ชฉ๋ก ๋ฐ ์ด ์ฐธ์„์ž ๊ฑด์ˆ˜ ํ‘œ์‹œ ์ฐธ์„์ž ์ดˆ๋Œ€ ๋ฐ ์ฐธ์„์š”์ฒญ ๋ชฉ๋ก์—์„œ ์ž…์žฅ ์ฐธ์„ ์š”์ฒญ ์‹œ ์‹ค์‹œ๊ฐ„ Push ์•Œ๋ฆผ ์•Œ๋ฆผ ํด๋ฆญ ์‹œ ํšŒ์˜์‹ค ๋ฐ”๋กœ ์ž…์žฅ Box์— ๋“ฑ๋ก๋œ ๋ฌธ์„œ๋ฅผ ์ด์šฉํ•œ ํ™”๋ฉด ๊ณต์œ  MS Office(PPT, XLS, DOC), HWP, PDF, TXT ๋“ฑ ์ด๋ฏธ์ง€ ์ „ํ™˜ ํ›„ ๊ณต์œ  (์ด 35์ข… ํŒŒ์ผ ์œ ํ˜• ์ง€์›) ๋„๊ตฌ๋ฅผ ์ด์šฉํ•œ ํ™”๋ฉด ๊ณต์œ  ํŒ์„œ ๊ธฐ๋Šฅ ์—ฐํ•„, ์„ , ๋„ํ˜•, ์ƒ‰์ƒ, ๊ตต๊ธฐ ์„ ํƒ ํ™”์ƒ ํšŒ์˜์‹ค ๋‚ด ์ฑ„ํŒ… / ์ด์ „ํ™”์ƒํšŒ์˜ ์ฑ„ํŒ… ๋‚ด์šฉ ์กฐํšŒ ๊ธฐ๋Šฅ ํ™”๋ฉด ๋ ˆ์ด์•„์›ƒ ๋ณ€๊ฒฝ (์ƒํ•˜, ์ขŒ์šฐ) / ๋ฐฉ์žฅ์˜ ํด๋ฆญ์— ๋”ฐ๋ฅธ ์ฐธ๊ฐ€์ž ํ™”๋ฉด ์ „ํ™˜ Box Show ๊ธฐ๋Šฅ Box์— ๋“ฑ๋ก๋œ ํŒŒ์ผ์„ ์›น ์ƒ์—์„œ ์กฐํšŒ MS Office(PPT, XLS, DOC), HWP, PDF, TXT ๋“ฑ ์ด๋ฏธ์ง€ ์ „ํ™˜ ํ›„ ๊ณต์œ  (์ด 35์ข… ํŒŒ์ผ ์œ ํ˜• ์ง€์›) Page Up, Page Down ๋‹จ์ถ•ํ‚ค๋ฅผ ์ด์šฉํ•œ ์ด๋ฏธ์ง€ ์ด๋™ ํ•œ๋ฒˆ ์กฐํšŒํ•œ ํŒŒ์ผ์€ ์บ์‹ฑ๋˜์–ด ๋น ๋ฅธ ์†๋„๋กœ ์žฌํ™•์ธ ์‹œ์Šคํ…œ ์—ฐ๋™ ๊ธฐ๋Šฅ ๊ตฌ๊ธ€ Docs๋ฅผ ์—ฐ๋™ํ•œ ์‹ค์‹œ๊ฐ„ ๋‹ค์ค‘ ํŽธ์ง‘ ๊ธฐ๋Šฅ ๊ตฌ๊ธ€ ๊ณ„์ •์ด ์กด์žฌํ•˜๋Š” ๊ฒฝ์šฐ ๊ตฌ๊ธ€ Docs๋ฅผ ์ด์šฉํ•œ ํŒŒ์ผ Viewer ๊ธฐ๋Šฅ ๊ตฌ๊ธ€ ๊ณ„์ •์ด ์กด์žฌํ•˜๋Š” ๊ฒฝ์šฐ ๋ฉ”์ผ ์ž‘์„ฑ ์‹œ Box๋ฅผ ์ด์šฉํ•œ ์ฒจ๋ถ€ ๊ธฐ๋Šฅ ์‹ค์‹œ๊ฐ„ ๋ฉ”์ผ ๋„์ฐฉ ์•Œ๋ฆผ ๋ฐ ์กฐํšŒ / ๋‹ต์žฅ, ์ „๋‹ฌ ๊ธฐ๋Šฅ ์ „์ž๊ฒฐ์žฌ ์—ฐ๋™ (๊ฒฐ์žฌ ์š”์ฒญ ํ™•์ธ / ๊ฒฐ์žฌ ์Šน์ธ) PC ๋ฉ”์‹ ์ € ๋Œ€ํ™” ์‹œ Box๋ฅผ ํ™œ์šฉํ•œ ํŒŒ์ผ ์ „์†ก ๊ธฐ๋Šฅ PC ๋ฉ”์‹ ์ €์™€ ์‹ค์‹œ๊ฐ„ ์ฑ„ํŒ… ๋ชจ๋ฐ”์ผ Viewer๋ฅผ ํ†ตํ•œ ์กฐํšŒ ๋ฐ ์—…๋กœ๋“œ ๊ธฐ๋Šฅ K-Bot ๊ธฐ๋Šฅ (Bot ๊ด€๋ฆฌ์ž ๊ธฐ๋Šฅ) Communication Bot, Rule Bot ๊ด€๋ฆฌ์ž ๊ธฐ๋Šฅ ์‚ฌ์šฉํ˜„ํ™ฉ DashBoard ๋น…๋ฐ์ดํ„ฐ ๋กœ๊ทธ๋ถ„์„ Visualization ์ธ์‚ฌ ์—ฐ๋™ ๋ชจ๋“ˆ
<s>[INST] K-Portal ์•„์นด์ด๋น™ ์†”๋ฃจ์…˜์˜ ์ œ๊ณต ์—…์ฒด๋Š” ์–ด๋””์ธ๊ฐ€์š”? [/INST] ์—ฐํ•ฉ๋‰ด์Šค, ํฌ์Šค์ฝ”, LG์ „์ž, ์•„๋ชจ๋ ˆํผ์‹œํ”ฝ, ๋†ํ˜‘, ๋Œ€์ƒ๊ทธ๋ฃน, ๋Œ€์‹ ์ฆ๊ถŒ๋“ฑ ๊ตญ๋‚ด ๋Œ€๊ทœ๋ชจ ์‚ฌ์ดํŠธ์— ์•ˆ์ •์ ์œผ๋กœ ์ ์šฉ๋˜์—ˆ์Šต๋‹ˆ๋‹ค. </s>
K-Portal ์•„์นด์ด๋น™ ์†”๋ฃจ์…˜์˜ ์ œ๊ณต ์—…์ฒด๋Š” ์–ด๋””์ธ๊ฐ€์š”?
์—ฐํ•ฉ๋‰ด์Šค, ํฌ์Šค์ฝ”, LG์ „์ž, ์•„๋ชจ๋ ˆํผ์‹œํ”ฝ, ๋†ํ˜‘, ๋Œ€์ƒ๊ทธ๋ฃน, ๋Œ€์‹ ์ฆ๊ถŒ๋“ฑ ๊ตญ๋‚ด ๋Œ€๊ทœ๋ชจ ์‚ฌ์ดํŠธ์— ์•ˆ์ •์ ์œผ๋กœ ์ ์šฉ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
<s>[INST] K-GPT์— ๋Œ€ํ•ด์„œ ์†Œ๊ฐœํ•ด ์ฃผ์„ธ์š” [/INST] K-GPT ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์˜ ๊ธฐ์ˆ  ์—ญ๋Ÿ‰ ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์€ 2000๋…„ ์„ค๋ฆฝํ›„ 20๋…„ ๋„˜๊ฒŒ ๋น…๋ฐ์ดํ„ฐ์™€ ์ง€๋Šฅํ˜• ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๊ธฐ๋ฐ˜ ์†Œํ”„ํŠธ์›จ์–ด ๊ฐœ๋ฐœ์— ์ง‘์ค‘ํ•˜์—ฌ ์ถ•์ ๋œ ๋…ธํ•˜์šฐ๋ฅผ ๊ฐ€์ง€๊ณ  ์žˆ์œผ๋ฉฐ, ๋Œ€๊ทœ๋ชจ ํŠธ๋žœ์žญ์…˜์„ ์ง€์›ํ•˜๋Š” ์•„์นด์ด๋น™ ์‹œ์Šคํ…œ๊ณผ ์ž์ฒด ๊ฐœ๋ฐœํ•œ ์ง€๋Šฅํ˜• ์ฑ„ํŒ… ์—”์ง„ ๊ธฐ๋ฐ˜ ํ˜‘์—…์‹œ์Šคํ…œ์„ ์ฃผ์š” ์†”๋ฃจ์…˜์œผ๋กœ ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ํ˜„์žฌ LG์ „์ž, ๋†ํ˜‘, ์•„๋ชจ๋ ˆํผ์‹œํ”ฝ, ๋Œ€์ƒ๊ทธ๋ฃน, ํฌ์Šค์ฝ”, ์—ฐํ•ฉ๋‰ด์Šค ๋“ฑ ๊ตญ๋‚ด 40๋งŒ๋ช… ์ด์ƒ์˜ ์œ ์ €๊ฐ€ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์œผ๋ฉฐ, ์ผ๋ถ€ ๊ณ ๊ฐ์‚ฌ์˜ ๊ฒฝ์šฐ ์ž์ฒด ๊ฐœ๋ฐœํ•œ ์ธ๊ณต์ง€๋Šฅ์„ ์ด์šฉํ•˜์—ฌ ํ•™์Šตํ•œ ๋‚ด์šฉ์— ๋”ฐ๋ผ ๊ฐ์‚ฌ ๊ธฐ์ค€์ƒ ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ์˜จ๋ผ์ธ ๋ฌธ์„œ๋“ค์„ ์ž๋™์œผ๋กœ ๋ถ„๋ฅ˜ํ•˜๊ณ  ์ •๋ฆฌํ•˜๋Š” ๊ธฐ๋Šฅ์„ ์ œ๊ณตํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์—ฌ๊ธฐ์— ์‚ฌ์šฉ๋˜๋Š” ํ•ต์‹ฌ ๊ธฐ์ˆ ์ธ ๋ฐ์ดํ„ฐ ์ค‘๋ณต์ œ๊ฑฐ ๋ฐ ์••์ถ• ๊ธฐ์ˆ , ๊ฒ€์ƒ‰, ๋ถ„๋ฅ˜ ๋“ฑ์˜ ๋Œ€๊ทœ๋ชจ ํ…์ŠคํŠธ ์ฒ˜๋ฆฌ ๋Šฅ๋ ฅ์€ LLM ํ•™์Šต ๊ณผ์ •์—์„œ ํ…์ŠคํŠธ๋ฅผ Vector๋กœ ๋ณ€ํ™˜ํ•˜์—ฌ ์ €์žฅํ•˜๊ณ  ๊ด€๋ฆฌํ•˜๋Š” ํ•ต์‹ฌ ๊ธฐ๋Šฅ์œผ๋กœ ์‚ฌ์šฉ๋ฉ๋‹ˆ๋‹ค. ์ด๋ฏธ์ง€ ๋“ฑ ๋น„ํ…์ŠคํŠธ ํŒŒ์ผ์—์„œ๋„ OCR ๊ธฐ์ˆ ์„ ์ด์šฉํ•˜์—ฌ ํ…์ŠคํŠธํ™”ํ•˜์—ฌ ๊ด€๋ฆฌํ•˜๋Š” ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์˜ ๊ธฐ์ˆ ์€ ๊ธฐ์—… ๋‚ด ๋‹ค์–‘ํ•œ ํ˜•ํƒœ์˜ ๋ฐ์ดํ„ฐ ํ•™์Šต์— ํ™œ์šฉํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ  ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์ด ์ž์ฒด ๊ฐœ๋ฐœํ•œ ์ฑ„ํŒ… ์—”์ง„์€ ์‚ฌ์šฉ์ž์™€์˜ ์งˆ์˜/์‘๋‹ต ๊ณผ์ •์—์„œ ์›ํ™œํ•œ ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜์„ ๋‹ด๋‹นํ•ฉ๋‹ˆ๋‹ค. [K-GPT ํ”„๋ ˆ์ž„์›Œํฌ ์ž‘๋™ ๋ฐฉ์‹] K-GPT ๊ฐœ๋ฐœ ํ•„์š”์„ฑ ์˜คํ”ˆ AI๊ฐ€ 2022๋…„ 11์›”์— ๊ณต๊ฐœํ•œ ์ฑ—GPT๋Š” ์ž์—ฐ์Šค๋Ÿฝ๊ฒŒ ๋งฅ๋ฝ๊ณผ ์˜๋„๋ฅผ ๋ถ„์„ํ•˜๊ณ  ๋‹ต์„ ๋‚ด์–ด ๋†“๋Š” ํ˜์‹ ์ ์ธ ๊ธฐ์ˆ ๋กœ ์ „ ์„ธ๊ณ„์ ์ธ ๊ด€์‹ฌ์„ ๋ฐ›๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์‚ฌ์šฉ์ž์˜ ์งˆ๋ฌธ์„ ์ดํ•ดํ•˜๊ณ  ๋‹ต๋ณ€ํ•˜๋Š” ๊ฒƒ์€ ๋ฌผ๋ก  ์ด๋ฏธ์ง€์™€ ๋™์˜์ƒ ํŽธ์ง‘, ํ”„๋กœ๊ทธ๋žจ ์ฝ”๋“œ ์ƒ์„ฑ ๋ฐ ์˜ค๋ฅ˜ ์ˆ˜์ • ๋“ฑ ํ™œ์šฉ ์˜์—ญ์ด ๋น ๋ฅด๊ฒŒ ํ™•๋Œ€๋˜๊ณ  ์žˆ์œผ๋ฉฐ, ๋น ๋ฅธ ์‹œ์ผ ๋‚ด์— ๋ฐ˜๋„์ฒด, ๊ธˆ์œต, ๊ฒ€์ƒ‰, ๊ฒŒ์ž„, ๊ต์œก, ์˜๋ฃŒ ๋“ฑ ์ „ ์‚ฐ์—… ์˜์—ญ์— GPT์—”์ง„์ด ์ ์šฉ๋˜์–ด ํ˜์‹ ์ ์ธ ๋ณ€ํ™”๋ฅผ ๊ฐ€์ ธ์˜ค๋Š” ๊ฒƒ์€ ๋ช…ํ™•ํ•ด ๋ณด์ž…๋‹ˆ๋‹ค. ๋ฐ˜๋ฉด์— ๊ฐ ์‚ฐ์—… ๋ถ€๋ฌธ๊ณผ ๊ธฐ์—…, ๊ณต์žฅ์ด ์ฑ—GPT๋ฅผ ์„ ๋œป ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋Š” ์ด์œ ๋Š” '๋ณด์•ˆ์„ฑ'๊ณผ ์ž์ฒด ๊ตฌ์ถ•์‹œ ํ•„์š”ํ•œ '์—„์ฒญ๋‚œ ๋น„์šฉ๊ณผ ์‹œ๊ฐ„' ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค. ๊ธฐ์—… ๋‚ด๋ถ€์˜ ์ž๋ฃŒ๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ์งˆ๋ฌธ์„ ํ•˜๋ฉด, ์ฑ—GPT๊ฐ€ ์งˆ๋ฌธ๊นŒ์ง€ ๋‚ด์žฌํ™”ํ•˜์—ฌ ํ•™์Šตํ•˜๊ธฐ ๋•Œ๋ฌธ์— ๊ฒฐ๊ตญ ๊ธฐ์—… ๋ฐ์ดํ„ฐ์˜ ์™ธ๋ถ€ ์œ ์ถœ ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ  ๊ฐœ๋ณ„ ๊ธฐ์—…๋ณ„๋กœ GPT์—”์ง„์„ ๋ณ„๋„๋กœ ๊ตฌ์ถ•ํ•˜๋ ค๋ฉด ์—„์ฒญ๋‚œ ๋น„์šฉ๊ณผ ๊ธด ํ•™์Šต ๊ธฐ๊ฐ„์ด ํ•„์š”ํ•˜๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. (์ฑ—GPT์˜ ๊ฒฝ์šฐ 3.5์—์„œ 4.0์œผ๋กœ ์—…๊ทธ๋ ˆ์ด๋“œํ•˜๋Š”๋ฐ 3์ฒœ์–ต์› ์ด์ƒ์˜ ๋น„์šฉ๊ณผ 6๊ฐœ์›” ์ด์ƒ์˜ ๊ธฐ๊ฐ„์ด ์†Œ์š”๋œ ๊ฒƒ์œผ๋กœ ์•Œ๋ ค์ ธ ์žˆ์Šต๋‹ˆ๋‹ค.) ๋ฐ˜๋ฉด์— K-GPT๊ฐ€ ์ œ๊ณตํ•˜๋Š” ๋ชจ๋ธ์€ Closed GPT ํ˜•์‹์œผ๋กœ ์‚ฌ์šฉ ๊ธฐ์—…์˜ ๋ฐ์ดํ„ฐ๊ฐ€ GPT ํ•™์Šต์„ ํ†ตํ•ด ์™ธ๋ถ€๋กœ ์œ ์ถœ๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ  K-GPT๋Š” ์ตœ์‹  ๊ธฐ์ˆ ์ธ ๊ฒฝ๋Ÿ‰ํ˜• ์–ธ์–ดํ•™์Šต ๋ชจ๋ธ(sLLM)๋กœ ์ดˆ๊ฑฐ๋Œ€ ์–ธ์–ด ํ•™์Šต์ด ์•„๋‹Œ ๊ธฐ์—… ๋ ˆ๋ฒจ ์ˆ˜์ค€์˜ ๊ฒฝ๋Ÿ‰ํ™”๋œ ๋ฐ์ดํ„ฐ์™€ ์ ์€ ๋น„์šฉ์œผ๋กœ GPT ํ•™์Šต์ด ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค. K-GPT๊ฐ€ ๊ธฐ์—… ๋‚ด ํ˜‘์—… ์‹œ์Šคํ…œ์— ์ ์šฉ๋  ๊ฒฝ์šฐ ๋‹ค์Œ๊ณผ ๊ฐ™์€ ์žฅ์ ์ด ์žˆ์Šต๋‹ˆ๋‹ค. 1) ๊ธฐ์—…์—์„œ ๋ฐœ์ƒํ•˜๋Š” ์ˆ˜๋งŽ์€ ๋ฐ์ดํ„ฐ(์ด๋ฉ”์ผ, ์ฑ„ํŒ…, ๊ฐ์ข… ์˜จ๋ผ์ธ ๋ฌธ์„œ ๋“ฑ)๋ฅผ ํ†ตํ•ฉ์ ์œผ๋กœ ๋ถ„์„ํ•˜์—ฌ ๋ช…ํ™•ํ•˜๊ฒŒ ์š”์•ฝํ•˜์—ฌ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. 2) ์‚ฌ์šฉ์ž์˜ ์Šต์„ฑ์„ ํŒŒ์•…ํ•˜์—ฌ ์ด๋ฉ”์ผ์„ ์ •๋ฆฌ/์š”์•ฝํ•˜์—ฌ ์•Œ๋ ค์ฃผ๋ฉฐ, ์‹ ์†ํ•˜๊ฒŒ ์ฒ˜๋ฆฌํ•ด์•ผ ํ•  ์ค‘์š” ๋ฉ”์ผ์„ ์„ ๋ณ„ํ•˜์—ฌ ๋ณด์—ฌ์ฃผ๊ณ , ๋ฉ”์ผ ๋‹ต๋ณ€ ๋‚ด์šฉ์„ ์ž‘์„ฑํ•˜๋ฉฐ ์ฑ„ํŒ…์„ ํ†ตํ•ด ๊ฐ์ข… ์งˆ์˜์™€ ์š”์ฒญ์‚ฌํ•ญ์— ๋Œ€ํ•ด ๋งฅ๋ฝ์„ ์ดํ•ดํ•˜๊ณ  ์ •ํ™•ํ•œ ๋‹ต๋ณ€์„ ์ œ๊ณตํ•จ์œผ๋กœ์จ ํ˜‘์—… ์—…๋ฌด๋ฅผ ํšจ์œจ์ ์œผ๋กœ ์ง„ํ–‰ํ•˜๋„๋ก ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. 3) IT๊ธฐ์ˆ ์˜ ์ง€์›์„ ๋ฐ›๋Š” ๊ธฐ์กด์˜ ์—…๋ฌด ํ˜‘์—… ์‹œ์Šคํ…œ์ด ์„ ํ˜•์ , ๋…๋ฆฝ์  ๊ตฌ์กฐ๋ผ๋ฉด K-GPT ์—”์ง„์ด ์ ์šฉ๋œ ํ›„์—๋Š” ๊ธฐ์—… ๋‚ด ํ•™์Šต ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  ์ •๋ณด๋ฅผ ํ†ตํ•ฉํ•˜์—ฌ ์ˆœํ™˜์ , ํ†ตํ•ฉ์  ๊ตฌ์กฐ๋กœ ํ˜‘์—…์„ ์ง€์›ํ•˜๊ณ  ์˜์‚ฌ๊ฒฐ์ •์— ๋„์›€์ด ๋˜๋Š” ์ •๋ณด๋ฅผ ์ œ๊ณตํ•˜๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. 4) ๊ธฐ์—… ๋‚ด๋ถ€ ํ˜‘์—… ์—…๋ฌด์—์„œ ๋ฐœ์ƒํ•˜๋Š” ์ˆ˜๋งŽ์€ ๋ฐ์ดํ„ฐ(์ด๋ฉ”์ผ, ๋ณด๊ณ ์„œ, ์ฑ„ํŒ…, ๊ฐ์ข… ์˜จ๋ผ์ธ ๋ฌธ์„œ ๋“ฑ)๋ฅผ ๋ถ„์„ํ•˜์—ฌ ๋ช…ํ™•ํ•˜๊ฒŒ ์š”์•ฝํ•˜์—ฌ ์‚ฌ์šฉ์ž์—๊ฒŒ ์ œ๊ณตํ•˜๊ณ  ๋ฉ”์ผ ๋‹ต๋ณ€์„ ๋Œ€์‹ ํ•˜๋ฉฐ, ๋ณด๊ณ ์„œ ์ž‘์„ฑ์„ ๋„์™€์ฃผ๋ฉฐ, ์˜์‚ฌ๊ฒฐ์ •์— ๋„์›€์ด ๋˜๋Š” ๋‹ค์–‘ํ•œ ์ •๋ณด๋ฅผ ์ œ๊ณตํ•˜์—ฌ ๊ธฐ์กด๊ณผ ๋‹ค๋ฅธ ์ˆ˜์ค€์˜ ์—…๋ฌด ์ƒ์‚ฐ์„ฑ ํ˜์‹ ์„ ๋‹ฌ์„ฑํ•  ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. K-GPT์˜ ์ž‘๋™ ์›๋ฆฌ๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค. 1) ๊ธฐ์—… ๋‚ด ๋‹ค์–‘ํ•œ ํ˜•ํƒœ์˜ ๋ฐ์ดํ„ฐ(์ •ํ˜•, ๋น„์ •ํ˜•)๊ฐ€ ์ˆ˜์ง‘๋˜๋ฉด K-GPT์˜ ํ•™์Šต ์„œ๋ฒ„๊ฐ€ ์ˆ˜์ง‘๋œ ๋ฐ์ดํ„ฐ๋ฅผ ๋ถ„์„ํ•˜์—ฌ Facts ์ €์žฅ์†Œ(VectorDB)์— ์ €์žฅํ•ฉ๋‹ˆ๋‹ค. 2) ์ €์žฅ๋œ ๋ฐ์ดํ„ฐ๋Š” K-GPT ์งˆ์˜์‘๋‹ต ์„œ๋ฒ„์—์„œ ์ฒ˜๋ฆฌ๋˜๋ฉฐ ๊ธฐ๋ณธ ์„œ๋น„์Šค UI๋ฅผ ํ†ตํ•˜์—ฌ ์งˆ์˜์‘๋‹ต ์„œ๋น„์Šค๋ฅผ ์ˆ˜ํ–‰ํ•˜๊ฑฐ๋‚˜ ๊ฐœ๋ณ„ ๊ธฐ์—… ๋‚ด๋ถ€์‹œ์Šคํ…œ์— API ํ˜•ํƒœ๋กœ ์—ฐ๊ฒฐํ•˜์—ฌ ๋ฐ์ดํ„ฐ ์„œ๋น„์Šค๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. 3) ์ˆ˜์ง‘๋œ ๋ฐ์ดํ„ฐ๋ณ„ ์กฐํšŒ ๊ถŒํ•œ(๊ฐœ์ธ, ๋ถ€์„œ, ์‚ฌ์—…๋ถ€๋ฌธ ๋“ฑ)์ด ์„ค์ •๋˜์–ด ์žˆ๋Š” ๊ฒฝ์šฐ ๊ถŒํ•œ์— ๋”ฐ๋ผ ์„ ํƒ์ ์œผ๋กœ ์‘๋‹ต ๊ฒฐ๊ณผ๋ฅผ ๋ฐ›์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. 4) ์งˆ์˜/๋‹ต๋ณ€์€ ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์ด ์ž์ฒด์ ์œผ๋กœ ๊ฐœ๋ฐœํ•œ K-Portal ์ฑ„ํŒ… ์—”์ง„์„ ํ†ตํ•ด ์‚ฌ์šฉ์ž์—๊ฒŒ ์ „๋‹ฌ๋ฉ๋‹ˆ๋‹ค. 5) ๊ธฐ์—… ๋‚ด ์™ธ๋ถ€์˜ ์ •์ œ๋œ ๋ฐ์ดํ„ฐ ์ œ๊ณต์„ ํ†ตํ•œ ํ•™์Šต์œผ๋กœ AI๊ฐ€ ๋ฐ์ดํ„ฐ ์˜ค๋ฅ˜๊นŒ์ง€ ํ•™์Šตํ•ด ์ž˜๋ชป๋œ ๋‹ต๋ณ€์„ ๋‚ด๋†“๋Š” ํ• ๋ฃจ์‹œ๋„ค์ด์…˜(Hallucination) ํ˜„์ƒ์„ ๋ฐฉ์ง€ํ•  ์ˆ˜ ์žˆ์œผ๋ฉฐ K-GPT ์—”์ง„์˜ ๋‹ต๋ณ€ ์ •ํ™•๋„๋ฅผ 100%๋กœ ๊ตฌํ˜„ํ•ฉ๋‹ˆ๋‹ค. K-GPT ์–ธ์–ด ํ•™์Šต ๋ชจ๋ธ์€ ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค. K-GPT 2๋‹จ๊ณ„ ๋ชจ๋ธ์—์„œ๋Š” ๊ฒฝ๋Ÿ‰ํ™” ์–ธ์–ด ๋ชจ๋ธ์ธ sLLM ์‚ฌ์šฉํ•˜์—ฌ ์‹ ์†ํ•œ ํ•™์Šต๊ณผ ์ ์šฉ์ด ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค. 1) sLLM์€ small Large Language Model์˜ ์•ฝ์ž๋กœ์„œ ์˜คํ”ˆAI๊ฐ€ ๊ฐœ๋ฐœํ•œ ์ฑ—GPT๊ฐ€ ์‚ฌ์šฉํ•˜๋Š” ๋Œ€๊ทœ๋ชจ ์–ธ์–ด๋ชจ๋ธ(LLM)์— ๋น„ํ•ด์„œ ์ž‘์€ ๊ทœ๋ชจ์˜ ์–ธ์–ด ํ•™์Šต ๋ชจ๋ธ์„ ๋งํ•ฉ๋‹ˆ๋‹ค. 2) sLLM์€ ์ž‘์€ ๊ทœ๋ชจ์˜ ์–ธ์–ด ํ•™์Šต ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•˜์—ฌ ๋น ๋ฅธ ํ•™์Šต ์‹œ๊ฐ„๊ณผ ํšจ์œจ์ ์ธ ๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์šฉ์˜ ํŠน์ง•์ด ์žˆ์œผ๋ฉฐ, ํŠน์ • ๋ถ„์•ผ์— ํŠนํ™”๋œ(domain-specific LLMs) ํ•™์Šต ๋ชจ๋ธ ๊ฐœ๋ฐœ์— ์ ํ•ฉํ•ฉ๋‹ˆ๋‹ค. 3) K-GPT๋Š” ์‚ฌ์ „ํ•™์Šต(Pretrained LM)์„ ํ†ตํ•œ ํ•™์Šต๊ณผ ํŒŒ์ธ ํŠœ๋‹(Supervised Fine-Tuning) 2๊ฐ€์ง€ ๋ฐฉ๋ฒ•์„ ๋ณ‘ํ–‰ํ•˜์—ฌ ํ•™์Šต์„ ์ง„ํ–‰ํ•ฉ๋‹ˆ๋‹ค. 4) K-GPT๋Š” ๊ธฐ์—… ๋‚ด๋ถ€์—์„œ ๋ฐœ์ƒํ•œ ๋ฐ์ดํ„ฐ๋ฅผ ์ •์ œํ•˜์—ฌ ์‚ฌ์ „ ํ•™์Šต(Pretrained LM) ์‹œํ‚ด์œผ๋กœ์„œ ํ•™์Šต ์†๋„์™€ ์ •ํ™•๋„๋ฅผ ๋†’์ž…๋‹ˆ๋‹ค. 5) ํŒŒ์ธ ํŠœ๋‹์„ ํ†ตํ•ด ์‚ฌ์ „ํ•™์Šต์œผ๋กœ ๋‚˜์˜จ ๊ฒฐ๊ณผ๋ฅผ ๋ฏธ์„ธ์กฐ์ •ํ•˜๊ณ  ํŒŒ๋ผ๋ฏธํ„ฐ๋ฅผ ์—…๋ฐ์ดํŠธํ•˜์—ฌ ์ ์šฉ ๊ณต์žฅ์˜ ์‚ฌ์šฉ ๋ชฉ์ ์— ๋งž๊ฒŒ ๋ณ€ํ˜•ํ•˜๋Š” ์ž‘์—…์„ ์ง„ํ–‰ํ•ฉ๋‹ˆ๋‹ค. 6) ํ•™์Šตํ•ด์„œ ๋‚˜์˜จ ๊ฒฐ๊ณผ๋Š” ๊ฐœ๋ณ„ ์–ธ์–ด ๋ชจ๋ธ ์ƒ์„ฑ ์ ˆ์ฐจ๋ฅผ ๊ฑฐ์ณ ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์ด ์ž์ฒด ๊ฐœ๋ฐœํ•œ ์ฑ„ํŒ… ์—”์ง„์„ ํ†ตํ•ด ์‚ฌ์šฉ์ž์—๊ฒŒ ์ „๋‹ฌ๋ฉ๋‹ˆ๋‹ค. </s>
K-GPT์— ๋Œ€ํ•ด์„œ ์†Œ๊ฐœํ•ด ์ฃผ์„ธ์š”
K-GPT ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์˜ ๊ธฐ์ˆ  ์—ญ๋Ÿ‰ ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์€ 2000๋…„ ์„ค๋ฆฝํ›„ 20๋…„ ๋„˜๊ฒŒ ๋น…๋ฐ์ดํ„ฐ์™€ ์ง€๋Šฅํ˜• ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๊ธฐ๋ฐ˜ ์†Œํ”„ํŠธ์›จ์–ด ๊ฐœ๋ฐœ์— ์ง‘์ค‘ํ•˜์—ฌ ์ถ•์ ๋œ ๋…ธํ•˜์šฐ๋ฅผ ๊ฐ€์ง€๊ณ  ์žˆ์œผ๋ฉฐ, ๋Œ€๊ทœ๋ชจ ํŠธ๋žœ์žญ์…˜์„ ์ง€์›ํ•˜๋Š” ์•„์นด์ด๋น™ ์‹œ์Šคํ…œ๊ณผ ์ž์ฒด ๊ฐœ๋ฐœํ•œ ์ง€๋Šฅํ˜• ์ฑ„ํŒ… ์—”์ง„ ๊ธฐ๋ฐ˜ ํ˜‘์—…์‹œ์Šคํ…œ์„ ์ฃผ์š” ์†”๋ฃจ์…˜์œผ๋กœ ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ํ˜„์žฌ LG์ „์ž, ๋†ํ˜‘, ์•„๋ชจ๋ ˆํผ์‹œํ”ฝ, ๋Œ€์ƒ๊ทธ๋ฃน, ํฌ์Šค์ฝ”, ์—ฐํ•ฉ๋‰ด์Šค ๋“ฑ ๊ตญ๋‚ด 40๋งŒ๋ช… ์ด์ƒ์˜ ์œ ์ €๊ฐ€ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ์œผ๋ฉฐ, ์ผ๋ถ€ ๊ณ ๊ฐ์‚ฌ์˜ ๊ฒฝ์šฐ ์ž์ฒด ๊ฐœ๋ฐœํ•œ ์ธ๊ณต์ง€๋Šฅ์„ ์ด์šฉํ•˜์—ฌ ํ•™์Šตํ•œ ๋‚ด์šฉ์— ๋”ฐ๋ผ ๊ฐ์‚ฌ ๊ธฐ์ค€์ƒ ๋ฌธ์ œ๊ฐ€ ์žˆ๋Š” ์˜จ๋ผ์ธ ๋ฌธ์„œ๋“ค์„ ์ž๋™์œผ๋กœ ๋ถ„๋ฅ˜ํ•˜๊ณ  ์ •๋ฆฌํ•˜๋Š” ๊ธฐ๋Šฅ์„ ์ œ๊ณตํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์—ฌ๊ธฐ์— ์‚ฌ์šฉ๋˜๋Š” ํ•ต์‹ฌ ๊ธฐ์ˆ ์ธ ๋ฐ์ดํ„ฐ ์ค‘๋ณต์ œ๊ฑฐ ๋ฐ ์••์ถ• ๊ธฐ์ˆ , ๊ฒ€์ƒ‰, ๋ถ„๋ฅ˜ ๋“ฑ์˜ ๋Œ€๊ทœ๋ชจ ํ…์ŠคํŠธ ์ฒ˜๋ฆฌ ๋Šฅ๋ ฅ์€ LLM ํ•™์Šต ๊ณผ์ •์—์„œ ํ…์ŠคํŠธ๋ฅผ Vector๋กœ ๋ณ€ํ™˜ํ•˜์—ฌ ์ €์žฅํ•˜๊ณ  ๊ด€๋ฆฌํ•˜๋Š” ํ•ต์‹ฌ ๊ธฐ๋Šฅ์œผ๋กœ ์‚ฌ์šฉ๋ฉ๋‹ˆ๋‹ค. ์ด๋ฏธ์ง€ ๋“ฑ ๋น„ํ…์ŠคํŠธ ํŒŒ์ผ์—์„œ๋„ OCR ๊ธฐ์ˆ ์„ ์ด์šฉํ•˜์—ฌ ํ…์ŠคํŠธํ™”ํ•˜์—ฌ ๊ด€๋ฆฌํ•˜๋Š” ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์˜ ๊ธฐ์ˆ ์€ ๊ธฐ์—… ๋‚ด ๋‹ค์–‘ํ•œ ํ˜•ํƒœ์˜ ๋ฐ์ดํ„ฐ ํ•™์Šต์— ํ™œ์šฉํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ  ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์ด ์ž์ฒด ๊ฐœ๋ฐœํ•œ ์ฑ„ํŒ… ์—”์ง„์€ ์‚ฌ์šฉ์ž์™€์˜ ์งˆ์˜/์‘๋‹ต ๊ณผ์ •์—์„œ ์›ํ™œํ•œ ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜์„ ๋‹ด๋‹นํ•ฉ๋‹ˆ๋‹ค. [K-GPT ํ”„๋ ˆ์ž„์›Œํฌ ์ž‘๋™ ๋ฐฉ์‹] K-GPT ๊ฐœ๋ฐœ ํ•„์š”์„ฑ ์˜คํ”ˆ AI๊ฐ€ 2022๋…„ 11์›”์— ๊ณต๊ฐœํ•œ ์ฑ—GPT๋Š” ์ž์—ฐ์Šค๋Ÿฝ๊ฒŒ ๋งฅ๋ฝ๊ณผ ์˜๋„๋ฅผ ๋ถ„์„ํ•˜๊ณ  ๋‹ต์„ ๋‚ด์–ด ๋†“๋Š” ํ˜์‹ ์ ์ธ ๊ธฐ์ˆ ๋กœ ์ „ ์„ธ๊ณ„์ ์ธ ๊ด€์‹ฌ์„ ๋ฐ›๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์‚ฌ์šฉ์ž์˜ ์งˆ๋ฌธ์„ ์ดํ•ดํ•˜๊ณ  ๋‹ต๋ณ€ํ•˜๋Š” ๊ฒƒ์€ ๋ฌผ๋ก  ์ด๋ฏธ์ง€์™€ ๋™์˜์ƒ ํŽธ์ง‘, ํ”„๋กœ๊ทธ๋žจ ์ฝ”๋“œ ์ƒ์„ฑ ๋ฐ ์˜ค๋ฅ˜ ์ˆ˜์ • ๋“ฑ ํ™œ์šฉ ์˜์—ญ์ด ๋น ๋ฅด๊ฒŒ ํ™•๋Œ€๋˜๊ณ  ์žˆ์œผ๋ฉฐ, ๋น ๋ฅธ ์‹œ์ผ ๋‚ด์— ๋ฐ˜๋„์ฒด, ๊ธˆ์œต, ๊ฒ€์ƒ‰, ๊ฒŒ์ž„, ๊ต์œก, ์˜๋ฃŒ ๋“ฑ ์ „ ์‚ฐ์—… ์˜์—ญ์— GPT์—”์ง„์ด ์ ์šฉ๋˜์–ด ํ˜์‹ ์ ์ธ ๋ณ€ํ™”๋ฅผ ๊ฐ€์ ธ์˜ค๋Š” ๊ฒƒ์€ ๋ช…ํ™•ํ•ด ๋ณด์ž…๋‹ˆ๋‹ค. ๋ฐ˜๋ฉด์— ๊ฐ ์‚ฐ์—… ๋ถ€๋ฌธ๊ณผ ๊ธฐ์—…, ๊ณต์žฅ์ด ์ฑ—GPT๋ฅผ ์„ ๋œป ์‚ฌ์šฉํ•  ์ˆ˜ ์—†๋Š” ์ด์œ ๋Š” '๋ณด์•ˆ์„ฑ'๊ณผ ์ž์ฒด ๊ตฌ์ถ•์‹œ ํ•„์š”ํ•œ '์—„์ฒญ๋‚œ ๋น„์šฉ๊ณผ ์‹œ๊ฐ„' ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค. ๊ธฐ์—… ๋‚ด๋ถ€์˜ ์ž๋ฃŒ๋ฅผ ๊ธฐ๋ฐ˜์œผ๋กœ ์งˆ๋ฌธ์„ ํ•˜๋ฉด, ์ฑ—GPT๊ฐ€ ์งˆ๋ฌธ๊นŒ์ง€ ๋‚ด์žฌํ™”ํ•˜์—ฌ ํ•™์Šตํ•˜๊ธฐ ๋•Œ๋ฌธ์— ๊ฒฐ๊ตญ ๊ธฐ์—… ๋ฐ์ดํ„ฐ์˜ ์™ธ๋ถ€ ์œ ์ถœ ๋ฌธ์ œ๊ฐ€ ๋ฐœ์ƒํ•ฉ๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ  ๊ฐœ๋ณ„ ๊ธฐ์—…๋ณ„๋กœ GPT์—”์ง„์„ ๋ณ„๋„๋กœ ๊ตฌ์ถ•ํ•˜๋ ค๋ฉด ์—„์ฒญ๋‚œ ๋น„์šฉ๊ณผ ๊ธด ํ•™์Šต ๊ธฐ๊ฐ„์ด ํ•„์š”ํ•˜๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. (์ฑ—GPT์˜ ๊ฒฝ์šฐ 3.5์—์„œ 4.0์œผ๋กœ ์—…๊ทธ๋ ˆ์ด๋“œํ•˜๋Š”๋ฐ 3์ฒœ์–ต์› ์ด์ƒ์˜ ๋น„์šฉ๊ณผ 6๊ฐœ์›” ์ด์ƒ์˜ ๊ธฐ๊ฐ„์ด ์†Œ์š”๋œ ๊ฒƒ์œผ๋กœ ์•Œ๋ ค์ ธ ์žˆ์Šต๋‹ˆ๋‹ค.) ๋ฐ˜๋ฉด์— K-GPT๊ฐ€ ์ œ๊ณตํ•˜๋Š” ๋ชจ๋ธ์€ Closed GPT ํ˜•์‹์œผ๋กœ ์‚ฌ์šฉ ๊ธฐ์—…์˜ ๋ฐ์ดํ„ฐ๊ฐ€ GPT ํ•™์Šต์„ ํ†ตํ•ด ์™ธ๋ถ€๋กœ ์œ ์ถœ๋˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ๊ทธ๋ฆฌ๊ณ  K-GPT๋Š” ์ตœ์‹  ๊ธฐ์ˆ ์ธ ๊ฒฝ๋Ÿ‰ํ˜• ์–ธ์–ดํ•™์Šต ๋ชจ๋ธ(sLLM)๋กœ ์ดˆ๊ฑฐ๋Œ€ ์–ธ์–ด ํ•™์Šต์ด ์•„๋‹Œ ๊ธฐ์—… ๋ ˆ๋ฒจ ์ˆ˜์ค€์˜ ๊ฒฝ๋Ÿ‰ํ™”๋œ ๋ฐ์ดํ„ฐ์™€ ์ ์€ ๋น„์šฉ์œผ๋กœ GPT ํ•™์Šต์ด ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค. K-GPT๊ฐ€ ๊ธฐ์—… ๋‚ด ํ˜‘์—… ์‹œ์Šคํ…œ์— ์ ์šฉ๋  ๊ฒฝ์šฐ ๋‹ค์Œ๊ณผ ๊ฐ™์€ ์žฅ์ ์ด ์žˆ์Šต๋‹ˆ๋‹ค. 1) ๊ธฐ์—…์—์„œ ๋ฐœ์ƒํ•˜๋Š” ์ˆ˜๋งŽ์€ ๋ฐ์ดํ„ฐ(์ด๋ฉ”์ผ, ์ฑ„ํŒ…, ๊ฐ์ข… ์˜จ๋ผ์ธ ๋ฌธ์„œ ๋“ฑ)๋ฅผ ํ†ตํ•ฉ์ ์œผ๋กœ ๋ถ„์„ํ•˜์—ฌ ๋ช…ํ™•ํ•˜๊ฒŒ ์š”์•ฝํ•˜์—ฌ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. 2) ์‚ฌ์šฉ์ž์˜ ์Šต์„ฑ์„ ํŒŒ์•…ํ•˜์—ฌ ์ด๋ฉ”์ผ์„ ์ •๋ฆฌ/์š”์•ฝํ•˜์—ฌ ์•Œ๋ ค์ฃผ๋ฉฐ, ์‹ ์†ํ•˜๊ฒŒ ์ฒ˜๋ฆฌํ•ด์•ผ ํ•  ์ค‘์š” ๋ฉ”์ผ์„ ์„ ๋ณ„ํ•˜์—ฌ ๋ณด์—ฌ์ฃผ๊ณ , ๋ฉ”์ผ ๋‹ต๋ณ€ ๋‚ด์šฉ์„ ์ž‘์„ฑํ•˜๋ฉฐ ์ฑ„ํŒ…์„ ํ†ตํ•ด ๊ฐ์ข… ์งˆ์˜์™€ ์š”์ฒญ์‚ฌํ•ญ์— ๋Œ€ํ•ด ๋งฅ๋ฝ์„ ์ดํ•ดํ•˜๊ณ  ์ •ํ™•ํ•œ ๋‹ต๋ณ€์„ ์ œ๊ณตํ•จ์œผ๋กœ์จ ํ˜‘์—… ์—…๋ฌด๋ฅผ ํšจ์œจ์ ์œผ๋กœ ์ง„ํ–‰ํ•˜๋„๋ก ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. 3) IT๊ธฐ์ˆ ์˜ ์ง€์›์„ ๋ฐ›๋Š” ๊ธฐ์กด์˜ ์—…๋ฌด ํ˜‘์—… ์‹œ์Šคํ…œ์ด ์„ ํ˜•์ , ๋…๋ฆฝ์  ๊ตฌ์กฐ๋ผ๋ฉด K-GPT ์—”์ง„์ด ์ ์šฉ๋œ ํ›„์—๋Š” ๊ธฐ์—… ๋‚ด ํ•™์Šต ๊ฐ€๋Šฅํ•œ ๋ชจ๋“  ์ •๋ณด๋ฅผ ํ†ตํ•ฉํ•˜์—ฌ ์ˆœํ™˜์ , ํ†ตํ•ฉ์  ๊ตฌ์กฐ๋กœ ํ˜‘์—…์„ ์ง€์›ํ•˜๊ณ  ์˜์‚ฌ๊ฒฐ์ •์— ๋„์›€์ด ๋˜๋Š” ์ •๋ณด๋ฅผ ์ œ๊ณตํ•˜๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. 4) ๊ธฐ์—… ๋‚ด๋ถ€ ํ˜‘์—… ์—…๋ฌด์—์„œ ๋ฐœ์ƒํ•˜๋Š” ์ˆ˜๋งŽ์€ ๋ฐ์ดํ„ฐ(์ด๋ฉ”์ผ, ๋ณด๊ณ ์„œ, ์ฑ„ํŒ…, ๊ฐ์ข… ์˜จ๋ผ์ธ ๋ฌธ์„œ ๋“ฑ)๋ฅผ ๋ถ„์„ํ•˜์—ฌ ๋ช…ํ™•ํ•˜๊ฒŒ ์š”์•ฝํ•˜์—ฌ ์‚ฌ์šฉ์ž์—๊ฒŒ ์ œ๊ณตํ•˜๊ณ  ๋ฉ”์ผ ๋‹ต๋ณ€์„ ๋Œ€์‹ ํ•˜๋ฉฐ, ๋ณด๊ณ ์„œ ์ž‘์„ฑ์„ ๋„์™€์ฃผ๋ฉฐ, ์˜์‚ฌ๊ฒฐ์ •์— ๋„์›€์ด ๋˜๋Š” ๋‹ค์–‘ํ•œ ์ •๋ณด๋ฅผ ์ œ๊ณตํ•˜์—ฌ ๊ธฐ์กด๊ณผ ๋‹ค๋ฅธ ์ˆ˜์ค€์˜ ์—…๋ฌด ์ƒ์‚ฐ์„ฑ ํ˜์‹ ์„ ๋‹ฌ์„ฑํ•  ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. K-GPT์˜ ์ž‘๋™ ์›๋ฆฌ๋Š” ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค. 1) ๊ธฐ์—… ๋‚ด ๋‹ค์–‘ํ•œ ํ˜•ํƒœ์˜ ๋ฐ์ดํ„ฐ(์ •ํ˜•, ๋น„์ •ํ˜•)๊ฐ€ ์ˆ˜์ง‘๋˜๋ฉด K-GPT์˜ ํ•™์Šต ์„œ๋ฒ„๊ฐ€ ์ˆ˜์ง‘๋œ ๋ฐ์ดํ„ฐ๋ฅผ ๋ถ„์„ํ•˜์—ฌ Facts ์ €์žฅ์†Œ(VectorDB)์— ์ €์žฅํ•ฉ๋‹ˆ๋‹ค. 2) ์ €์žฅ๋œ ๋ฐ์ดํ„ฐ๋Š” K-GPT ์งˆ์˜์‘๋‹ต ์„œ๋ฒ„์—์„œ ์ฒ˜๋ฆฌ๋˜๋ฉฐ ๊ธฐ๋ณธ ์„œ๋น„์Šค UI๋ฅผ ํ†ตํ•˜์—ฌ ์งˆ์˜์‘๋‹ต ์„œ๋น„์Šค๋ฅผ ์ˆ˜ํ–‰ํ•˜๊ฑฐ๋‚˜ ๊ฐœ๋ณ„ ๊ธฐ์—… ๋‚ด๋ถ€์‹œ์Šคํ…œ์— API ํ˜•ํƒœ๋กœ ์—ฐ๊ฒฐํ•˜์—ฌ ๋ฐ์ดํ„ฐ ์„œ๋น„์Šค๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. 3) ์ˆ˜์ง‘๋œ ๋ฐ์ดํ„ฐ๋ณ„ ์กฐํšŒ ๊ถŒํ•œ(๊ฐœ์ธ, ๋ถ€์„œ, ์‚ฌ์—…๋ถ€๋ฌธ ๋“ฑ)์ด ์„ค์ •๋˜์–ด ์žˆ๋Š” ๊ฒฝ์šฐ ๊ถŒํ•œ์— ๋”ฐ๋ผ ์„ ํƒ์ ์œผ๋กœ ์‘๋‹ต ๊ฒฐ๊ณผ๋ฅผ ๋ฐ›์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. 4) ์งˆ์˜/๋‹ต๋ณ€์€ ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์ด ์ž์ฒด์ ์œผ๋กœ ๊ฐœ๋ฐœํ•œ K-Portal ์ฑ„ํŒ… ์—”์ง„์„ ํ†ตํ•ด ์‚ฌ์šฉ์ž์—๊ฒŒ ์ „๋‹ฌ๋ฉ๋‹ˆ๋‹ค. 5) ๊ธฐ์—… ๋‚ด ์™ธ๋ถ€์˜ ์ •์ œ๋œ ๋ฐ์ดํ„ฐ ์ œ๊ณต์„ ํ†ตํ•œ ํ•™์Šต์œผ๋กœ AI๊ฐ€ ๋ฐ์ดํ„ฐ ์˜ค๋ฅ˜๊นŒ์ง€ ํ•™์Šตํ•ด ์ž˜๋ชป๋œ ๋‹ต๋ณ€์„ ๋‚ด๋†“๋Š” ํ• ๋ฃจ์‹œ๋„ค์ด์…˜(Hallucination) ํ˜„์ƒ์„ ๋ฐฉ์ง€ํ•  ์ˆ˜ ์žˆ์œผ๋ฉฐ K-GPT ์—”์ง„์˜ ๋‹ต๋ณ€ ์ •ํ™•๋„๋ฅผ 100%๋กœ ๊ตฌํ˜„ํ•ฉ๋‹ˆ๋‹ค. K-GPT ์–ธ์–ด ํ•™์Šต ๋ชจ๋ธ์€ ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค. K-GPT 2๋‹จ๊ณ„ ๋ชจ๋ธ์—์„œ๋Š” ๊ฒฝ๋Ÿ‰ํ™” ์–ธ์–ด ๋ชจ๋ธ์ธ sLLM ์‚ฌ์šฉํ•˜์—ฌ ์‹ ์†ํ•œ ํ•™์Šต๊ณผ ์ ์šฉ์ด ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค. 1) sLLM์€ small Large Language Model์˜ ์•ฝ์ž๋กœ์„œ ์˜คํ”ˆAI๊ฐ€ ๊ฐœ๋ฐœํ•œ ์ฑ—GPT๊ฐ€ ์‚ฌ์šฉํ•˜๋Š” ๋Œ€๊ทœ๋ชจ ์–ธ์–ด๋ชจ๋ธ(LLM)์— ๋น„ํ•ด์„œ ์ž‘์€ ๊ทœ๋ชจ์˜ ์–ธ์–ด ํ•™์Šต ๋ชจ๋ธ์„ ๋งํ•ฉ๋‹ˆ๋‹ค. 2) sLLM์€ ์ž‘์€ ๊ทœ๋ชจ์˜ ์–ธ์–ด ํ•™์Šต ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•˜์—ฌ ๋น ๋ฅธ ํ•™์Šต ์‹œ๊ฐ„๊ณผ ํšจ์œจ์ ์ธ ๋ฉ”๋ชจ๋ฆฌ ์‚ฌ์šฉ์˜ ํŠน์ง•์ด ์žˆ์œผ๋ฉฐ, ํŠน์ • ๋ถ„์•ผ์— ํŠนํ™”๋œ(domain-specific LLMs) ํ•™์Šต ๋ชจ๋ธ ๊ฐœ๋ฐœ์— ์ ํ•ฉํ•ฉ๋‹ˆ๋‹ค. 3) K-GPT๋Š” ์‚ฌ์ „ํ•™์Šต(Pretrained LM)์„ ํ†ตํ•œ ํ•™์Šต๊ณผ ํŒŒ์ธ ํŠœ๋‹(Supervised Fine-Tuning) 2๊ฐ€์ง€ ๋ฐฉ๋ฒ•์„ ๋ณ‘ํ–‰ํ•˜์—ฌ ํ•™์Šต์„ ์ง„ํ–‰ํ•ฉ๋‹ˆ๋‹ค. 4) K-GPT๋Š” ๊ธฐ์—… ๋‚ด๋ถ€์—์„œ ๋ฐœ์ƒํ•œ ๋ฐ์ดํ„ฐ๋ฅผ ์ •์ œํ•˜์—ฌ ์‚ฌ์ „ ํ•™์Šต(Pretrained LM) ์‹œํ‚ด์œผ๋กœ์„œ ํ•™์Šต ์†๋„์™€ ์ •ํ™•๋„๋ฅผ ๋†’์ž…๋‹ˆ๋‹ค. 5) ํŒŒ์ธ ํŠœ๋‹์„ ํ†ตํ•ด ์‚ฌ์ „ํ•™์Šต์œผ๋กœ ๋‚˜์˜จ ๊ฒฐ๊ณผ๋ฅผ ๋ฏธ์„ธ์กฐ์ •ํ•˜๊ณ  ํŒŒ๋ผ๋ฏธํ„ฐ๋ฅผ ์—…๋ฐ์ดํŠธํ•˜์—ฌ ์ ์šฉ ๊ณต์žฅ์˜ ์‚ฌ์šฉ ๋ชฉ์ ์— ๋งž๊ฒŒ ๋ณ€ํ˜•ํ•˜๋Š” ์ž‘์—…์„ ์ง„ํ–‰ํ•ฉ๋‹ˆ๋‹ค. 6) ํ•™์Šตํ•ด์„œ ๋‚˜์˜จ ๊ฒฐ๊ณผ๋Š” ๊ฐœ๋ณ„ ์–ธ์–ด ๋ชจ๋ธ ์ƒ์„ฑ ์ ˆ์ฐจ๋ฅผ ๊ฑฐ์ณ ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์ด ์ž์ฒด ๊ฐœ๋ฐœํ•œ ์ฑ„ํŒ… ์—”์ง„์„ ํ†ตํ•ด ์‚ฌ์šฉ์ž์—๊ฒŒ ์ „๋‹ฌ๋ฉ๋‹ˆ๋‹ค.
<s>[INST] TESA์— ๋Œ€ํ•ด์„œ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š” [/INST] TESA๋Š” K-GPT์™€ ๋งˆ์ฐฌ๊ฐ€์ง€๋กœ ๋ฒ”์šฉ GPT ๊ธฐ์ˆ ๋ณด๋‹ค๋Š” domain-specific GPT์— ์ดˆ์ ์„ ๋งž์ถ”๊ณ  ์žˆ์œผ๋ฉฐ, ํŠนํžˆ ๊ฐœ์ธ๋ณ„๋กœ ํŠนํ™”๋œ GPT ์„œ๋น„์Šค๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ChatGPT์™€ ๊ฐ™์€ ๋ฒ”์šฉ ์—”์ง„์€ ์งˆ๋ฌธ๊ณผ ์‘๋‹ต ๊ณผ์ •๊นŒ์ง€ ํ•™์Šตํ•˜๊ธฐ ๋•Œ๋ฌธ์—, ์ด ๊ณผ์ •์€ ๊ฐœ์ธ์ •๋ณด์˜ '๋ณด์•ˆ' ๋ฌธ์ œ๋ฅผ ์•ผ๊ธฐํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด๋Š” ChatGPT์™€ ๊ฐ™์€ ๋งŽ์€ ์‚ฌ๋žŒ๋“ค์ด ๊ณต์œ ํ•˜๋Š” ํ”Œ๋žซํผ์— ๊ฐœ์ธ์˜ ๋ฏผ๊ฐํ•œ ์ •๋ณด๊ฐ€ ๋…ธ์ถœ๋  ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค. ์ธ๊ณต์ง€๋Šฅ ์„œ๋น„์Šค์˜ ์ตœ์ข…๋‹จ๊ณ„๋Š” ๊ฒฐ๊ตญ Personalized AI Assistant์ž…๋‹ˆ๋‹ค. ํŠธ๋žœ์Šคํฌ๋จธ์˜ ๋›ฐ์–ด๋‚œ ์„ฑ๋Šฅ์€ ๊ธฐ์กด CNN(Convolutional Neural Network)๊ณผ RNN(Recurrent Neural Network)์˜ ์„ฑ๋Šฅ์„ ํ›จ์”ฌ ๋›ฐ์–ด ๋„˜๊ณ  ์žˆ์œผ๋ฉฐ ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์€ ์ด๋Ÿฐ ๊ธฐ์ˆ ์  ์„ฑ๊ณผ๋“ค์„ ํ™œ์šฉํ•˜์—ฌ ์‹ค์งˆ์ ์ธ ๊ฐœ์ธํ™” ์ธ๊ณต์ง€๋Šฅ ์„œ๋น„์Šค๋ฅผ ์ง€์›ํ•˜๋Š” ๋ฒ ํƒ€ ๋ฒ„์ „์„ ๊ฐœ๋ฐœํ•˜์˜€์œผ๋ฉฐ ์ง€์†์ ์œผ๋กœ ๋ฐœ์ „์‹œ์ผœ ๋‚˜๊ฐ€๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์ด ๊ฐœ๋ฐœํ•œ TESA๋Š” Indivisual GPT ์—”์ง„์œผ๋กœ์„œ ๊ฐ ๊ฐœ์ธ์˜ ๊ฐœ๋ณ„์ ์ธ ์ •๋ณด(์ด๋ฉ”์ผ, ์ฑ„ํŒ…, ๊ฐœ์ธ์ ์ธ ์งˆ์˜์‘๋‹ต ๋“ฑ)๋ฅผ ํ†ตํ•ด ๊ฐœ์ธ์—๊ฒŒ ํŠนํ™”๋œ GPT ์„œ๋น„์Šค๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ์ฆ‰, TESA๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ์‚ฌ์šฉ์ž๋Š” ๋ณธ์ธ๋งŒ์˜ ๊ฐœ์ธ๋ณ„ ๋งž์ถค AI ๋น„์„œ๋ฅผ ๊ฐ€์ง€๊ฒŒ ๋˜๋ฉฐ, ์ด๋ฉ”์ผ ๋‹ต๋ณ€, ์ฑ„ํŒ… ๋‹ต๋ณ€, ๊ฐœ์ธ ์ผ์ • ๊ด€๋ฆฌ๋ถ€ํ„ฐ ๋ฏผ๊ฐํ•œ ๊ฐœ์ธ ์ƒ๋‹ด๊นŒ์ง€ ๊ฐ€์žฅ ๋ฐœ์ „๋œ ํ˜•ํƒœ์˜ ์ธ๊ณต์ง€๋Šฅ ์„œ๋น„์Šค๋ฅผ ๋ฐ›์„ ์ˆ˜ ์žˆ๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. TESA๋Š” ๋•Œ๋กœ๋Š” ๋น„์„œ๋กœ, ๋•Œ๋กœ๋Š” ์นœ๊ตฌ๋กœ, ์‹ฌ์ง€์–ด๋Š” ๊ฐ€์žฅ ํ›Œ๋ฅญํ•œ ์‹ฌ๋ฆฌ ์ƒ๋‹ด์‚ฌ๋กœ์„œ์˜ ์—ญํ• ์„ ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค. TESA๋Š” ๊ฐ ๊ฐœ์ธ์ด ์ž์‹ ๋งŒ์˜ ์ธ๊ณต์ง€๋Šฅ ๋น„์„œ์˜ ๋„์›€์„ ๋ฐ›์•„ ์‚ถ์˜ ๊ฒฝํ—˜์„ ํ™•์žฅํ•˜๊ณ  ๋„์›€์„ ๋ฐ›์„ ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•ฉ๋‹ˆ๋‹ค. </s>
TESA์— ๋Œ€ํ•ด์„œ ์„ค๋ช…ํ•ด์ฃผ์„ธ์š”
TESA๋Š” K-GPT์™€ ๋งˆ์ฐฌ๊ฐ€์ง€๋กœ ๋ฒ”์šฉ GPT ๊ธฐ์ˆ ๋ณด๋‹ค๋Š” domain-specific GPT์— ์ดˆ์ ์„ ๋งž์ถ”๊ณ  ์žˆ์œผ๋ฉฐ, ํŠนํžˆ ๊ฐœ์ธ๋ณ„๋กœ ํŠนํ™”๋œ GPT ์„œ๋น„์Šค๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ChatGPT์™€ ๊ฐ™์€ ๋ฒ”์šฉ ์—”์ง„์€ ์งˆ๋ฌธ๊ณผ ์‘๋‹ต ๊ณผ์ •๊นŒ์ง€ ํ•™์Šตํ•˜๊ธฐ ๋•Œ๋ฌธ์—, ์ด ๊ณผ์ •์€ ๊ฐœ์ธ์ •๋ณด์˜ '๋ณด์•ˆ' ๋ฌธ์ œ๋ฅผ ์•ผ๊ธฐํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ด๋Š” ChatGPT์™€ ๊ฐ™์€ ๋งŽ์€ ์‚ฌ๋žŒ๋“ค์ด ๊ณต์œ ํ•˜๋Š” ํ”Œ๋žซํผ์— ๊ฐœ์ธ์˜ ๋ฏผ๊ฐํ•œ ์ •๋ณด๊ฐ€ ๋…ธ์ถœ๋  ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ๊ธฐ ๋•Œ๋ฌธ์ž…๋‹ˆ๋‹ค. ์ธ๊ณต์ง€๋Šฅ ์„œ๋น„์Šค์˜ ์ตœ์ข…๋‹จ๊ณ„๋Š” ๊ฒฐ๊ตญ Personalized AI Assistant์ž…๋‹ˆ๋‹ค. ํŠธ๋žœ์Šคํฌ๋จธ์˜ ๋›ฐ์–ด๋‚œ ์„ฑ๋Šฅ์€ ๊ธฐ์กด CNN(Convolutional Neural Network)๊ณผ RNN(Recurrent Neural Network)์˜ ์„ฑ๋Šฅ์„ ํ›จ์”ฌ ๋›ฐ์–ด ๋„˜๊ณ  ์žˆ์œผ๋ฉฐ ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์€ ์ด๋Ÿฐ ๊ธฐ์ˆ ์  ์„ฑ๊ณผ๋“ค์„ ํ™œ์šฉํ•˜์—ฌ ์‹ค์งˆ์ ์ธ ๊ฐœ์ธํ™” ์ธ๊ณต์ง€๋Šฅ ์„œ๋น„์Šค๋ฅผ ์ง€์›ํ•˜๋Š” ๋ฒ ํƒ€ ๋ฒ„์ „์„ ๊ฐœ๋ฐœํ•˜์˜€์œผ๋ฉฐ ์ง€์†์ ์œผ๋กœ ๋ฐœ์ „์‹œ์ผœ ๋‚˜๊ฐ€๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์ผ€์ด์— ์—์Šค๋žฉ(์ฃผ)์ด ๊ฐœ๋ฐœํ•œ TESA๋Š” Indivisual GPT ์—”์ง„์œผ๋กœ์„œ ๊ฐ ๊ฐœ์ธ์˜ ๊ฐœ๋ณ„์ ์ธ ์ •๋ณด(์ด๋ฉ”์ผ, ์ฑ„ํŒ…, ๊ฐœ์ธ์ ์ธ ์งˆ์˜์‘๋‹ต ๋“ฑ)๋ฅผ ํ†ตํ•ด ๊ฐœ์ธ์—๊ฒŒ ํŠนํ™”๋œ GPT ์„œ๋น„์Šค๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. ์ฆ‰, TESA๋ฅผ ์‚ฌ์šฉํ•˜๋Š” ์‚ฌ์šฉ์ž๋Š” ๋ณธ์ธ๋งŒ์˜ ๊ฐœ์ธ๋ณ„ ๋งž์ถค AI ๋น„์„œ๋ฅผ ๊ฐ€์ง€๊ฒŒ ๋˜๋ฉฐ, ์ด๋ฉ”์ผ ๋‹ต๋ณ€, ์ฑ„ํŒ… ๋‹ต๋ณ€, ๊ฐœ์ธ ์ผ์ • ๊ด€๋ฆฌ๋ถ€ํ„ฐ ๋ฏผ๊ฐํ•œ ๊ฐœ์ธ ์ƒ๋‹ด๊นŒ์ง€ ๊ฐ€์žฅ ๋ฐœ์ „๋œ ํ˜•ํƒœ์˜ ์ธ๊ณต์ง€๋Šฅ ์„œ๋น„์Šค๋ฅผ ๋ฐ›์„ ์ˆ˜ ์žˆ๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. TESA๋Š” ๋•Œ๋กœ๋Š” ๋น„์„œ๋กœ, ๋•Œ๋กœ๋Š” ์นœ๊ตฌ๋กœ, ์‹ฌ์ง€์–ด๋Š” ๊ฐ€์žฅ ํ›Œ๋ฅญํ•œ ์‹ฌ๋ฆฌ ์ƒ๋‹ด์‚ฌ๋กœ์„œ์˜ ์—ญํ• ์„ ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค. TESA๋Š” ๊ฐ ๊ฐœ์ธ์ด ์ž์‹ ๋งŒ์˜ ์ธ๊ณต์ง€๋Šฅ ๋น„์„œ์˜ ๋„์›€์„ ๋ฐ›์•„ ์‚ถ์˜ ๊ฒฝํ—˜์„ ํ™•์žฅํ•˜๊ณ  ๋„์›€์„ ๋ฐ›์„ ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.
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