Euisuk's Dev Log

ใ€Œ์„œ์ฟ  ๊ฐœ๋ฐœ๋…ธํŠธโญใ€

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : RAG for long context LLMs

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : RAG for long context LLMs ์›๋ณธ ๊ฒŒ์‹œ๊ธ€: https://velog.io/@euisuk-chung/RAG๋Š”-์ •๋ง๋กœ-๋๋‚ฌ์„๊นŒ RAG for long context LLMs Introduction ์ตœ๊ทผ LLM(Long Large Models)์˜ ๊ธ‰๊ฒฉํ•œ ๋ฐœ์ „์œผ๋กœ ์ธํ•ด ๊ฑฐ๋Œ€ํ•œ ์–‘์˜ ๋ฐ...

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : Query Translation

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : Query Translation ์›๋ณธ ๊ฒŒ์‹œ๊ธ€: https://velog.io/@euisuk-chung/RAG-From-Scratch-5-9 ํ•ด๋‹น ๋ธ”๋กœ๊ทธ ํฌ์ŠคํŠธ๋Š” RAG From Scratch : Coursework ๊ฐ•์˜ ํŒŒํŠธ 5 - 9 ๋‚ด์šฉ์„ ๋‹ค๋ฃจ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ๋น„...

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : Query Routing & Structuring

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : Query Routing & Structuring ์›๋ณธ ๊ฒŒ์‹œ๊ธ€: https://velog.io/@euisuk-chung/RAG-From-Scratch-10-11 ํ•ด๋‹น ๋ธ”๋กœ๊ทธ ํฌ์ŠคํŠธ๋Š” RAG From Scratch : Coursework ๊ฐ•์˜ ํŒŒํŠธ 10 - 11 ๋‚ด์šฉ์„ ๋‹ค๋ฃจ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ...

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : Query Retrieval ๊ธฐ๋ฒ•

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : Query Retrieval ๊ธฐ๋ฒ• ์›๋ณธ ๊ฒŒ์‹œ๊ธ€: https://velog.io/@euisuk-chung/RAG-From-Scratch-15-18 ํ•ด๋‹น ๋ธ”๋กœ๊ทธ ํฌ์ŠคํŠธ๋Š” RAG From Scratch : Coursework ๊ฐ•์˜ ํŒŒํŠธ 15 - 18 ๋‚ด์šฉ์„ ๋‹ค๋ฃจ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ๋ณ„๋„์˜ ๊ฐ•์ขŒ ๋‚ด์šฉ์ด ...

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : Query Indexing ๊ธฐ๋ฒ•

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : Query Indexing ๊ธฐ๋ฒ• ์›๋ณธ ๊ฒŒ์‹œ๊ธ€: https://velog.io/@euisuk-chung/RAG-From-Scratch-12-14 ํ•ด๋‹น ๋ธ”๋กœ๊ทธ ํฌ์ŠคํŠธ๋Š” RAG From Scratch : Coursework ๊ฐ•์˜ ํŒŒํŠธ 12 - 14 ๋‚ด์šฉ์„ ๋‹ค๋ฃจ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ...

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : Overview

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : Overview ์›๋ณธ ๊ฒŒ์‹œ๊ธ€: https://velog.io/@euisuk-chung/RAG-From-Scratch-Overview ํ•ด๋‹น ๋ธ”๋กœ๊ทธ ํฌ์ŠคํŠธ๋Š” RAG From Scratch : Coursework ๊ฐ•์˜ ํŒŒํŠธ 1 - 4 ๋‚ด์šฉ์„ ๋‹ค๋ฃจ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ๋น„๋””์˜ค ...

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : Coursework

[๊ฐ•์˜๋…ธํŠธ] RAG From Scratch : Coursework ์›๋ณธ ๊ฒŒ์‹œ๊ธ€: https://velog.io/@euisuk-chung/LLM-RAG-From-Scratch ์†Œ๊ฐœ ์˜ค๋Š˜๋‚ ์˜ Generative AI๋Š” ๊ธฐ๋ณธ์ ์ธ ๋Œ€ํ˜• ์–ธ์–ด ๋ชจ๋ธ(LLM)์„ ๋„˜์–ด, ์ •๋ณด ํ™œ์šฉ์˜ ๋ฐฉ์‹์„ ํš๊ธฐ์ ์œผ๋กœ ๋ณ€ํ™”์‹œํ‚ค๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ๊ทธ ์ค‘์—์„œ๋„ RAG, Retrie...

[OpenAI] GPT-4o ๋‹ค์Œ ๋ฒ„์ „ ๋–ด๋‚˜!?

[OpenAI] GPT-4o ๋‹ค์Œ ๋ฒ„์ „ ๋–ด๋‚˜!? ์›๋ณธ ๊ฒŒ์‹œ๊ธ€: https://velog.io/@euisuk-chung/OpenAI-GPT-4o-๋‹ค์Œ-๋ฒ„์ „-๋–ด๋‚˜ ์ตœ๊ทผ AI์˜ ๋ฐœ์ „ ์†๋„๋Š” ๊ฐ€ํžˆ ๋†€๋ผ์šธ ์ •๋„์ž…๋‹ˆ๋‹ค. ํŠนํžˆ OpenAI์˜ ์ƒˆ๋กœ์šด ๋ชจ๋ธ GPT-o1์€ ๊ธฐ์กด ๋ชจ๋ธ์ธ GPT-4o์— ๋น„ํ•ด ๊ด„๋ชฉํ•  ๋งŒํ•œ ์„ฑ๋Šฅ ํ–ฅ์ƒ์„ ๋ณด์—ฌ์ฃผ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. GPT-o1์€...

[GPU] nvidia-smi์˜ ์‹œ๋Œ€๋Š” ๊ฐ”๋‹ค?

[GPU] nvidia-smi์˜ ์‹œ๋Œ€๋Š” ๊ฐ”๋‹ค? ์›๋ณธ ๊ฒŒ์‹œ๊ธ€: https://velog.io/@euisuk-chung/nvidia-smi์˜-์‹œ๋Œ€๋Š”-๊ฐ”๋‹ค ์•ˆ๋…•ํ•˜์„ธ์š”! ๋ฆฌ๋ˆ…์Šค ์‚ฌ์šฉ์ž์ด์ž GPU ํ™œ์šฉ์— ๊ด€์‹ฌ์ด ๋งŽ์€ ๋ถ„๋“ค์„ ์œ„ํ•œ ํฅ๋ฏธ๋กœ์šด ๋‚ด์šฉ์„ ์†Œ๊ฐœํ•ด ๋“œ๋ฆฌ๋ ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค. ์˜ค๋Š˜์€ NVIDIA GPU ๋ชจ๋‹ˆํ„ฐ๋ง ๋„๊ตฌ๋กœ ํฐ ์ธ๊ธฐ๋ฅผ ๋Œ๊ณ  ์žˆ๋Š” nvtop๊ณผ ํ•จ๊ป˜, ๊ทธ๋ณด...

[ํŒŒ์ด์ฌ] ์ •๊ทœํ‘œํ˜„์‹ ํ™œ์šฉ ๋ฐฉ๋ฒ•

[ํŒŒ์ด์ฌ] ์ •๊ทœํ‘œํ˜„์‹ ํ™œ์šฉ ๋ฐฉ๋ฒ• ์›๋ณธ ๊ฒŒ์‹œ๊ธ€: https://velog.io/@euisuk-chung/ํŒŒ์ด์ฌ-์ •๊ทœํ‘œํ˜„์‹-ํ™œ์šฉ-๋ฐฉ๋ฒ• ์ •๊ทœํ‘œํ˜„์‹(Regular Expression, RegEx)์€ ๋ฌธ์ž์—ด์„ ์ฒ˜๋ฆฌํ•˜๊ณ  ํŒจํ„ด์„ ๊ฒ€์ƒ‰ํ•˜๊ฑฐ๋‚˜ ๋ณ€ํ˜•ํ•  ๋•Œ ๋งค์šฐ ์œ ์šฉํ•œ ๋„๊ตฌ์ž…๋‹ˆ๋‹ค. ๋ฐ์ดํ„ฐ ๊ณผํ•™๊ณผ ์›น ์Šคํฌ๋ž˜ํ•‘, ํ…์ŠคํŠธ ์ฒ˜๋ฆฌ ๋“ฑ ๋‹ค์–‘ํ•œ ์ž‘์—…์—์„œ ๋ฌธ์ž์—ด์„ ๋‹ค๋ฃฐ ๋•Œ ์ •...

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