ํ”„๋กœ์ ํŠธ

๊ธฐ์ˆ ์  ์ „๋ฌธ์„ฑ๊ณผ ์ง€์†์ ์ธ ํ•™์Šต์„ ๊ฐ•ํ™”ํ•˜๊ธฐ ์œ„ํ•ด ๊ฐœ๋ฐœ๋œ ๊ฐœ์ธ ํ”„๋กœ์ ํŠธ ๋ชจ์Œ์ž…๋‹ˆ๋‹ค.

Smart Elastic Search

๊ตฌ์กฐํ™”๋œ ๋ฐ์ดํ„ฐ์— ๋Œ€ํ•œ ์ž์—ฐ์–ด ๊ฒ€์ƒ‰์„ ์ œ๊ณตํ•˜๊ธฐ ์œ„ํ•ด Elasticsearch์™€ Azure OpenAI๋ฅผ ์—ฐ๊ฒฐํ•˜๋Š” LLM ๊ธฐ๋ฐ˜ ์˜๋ฏธ ๊ฒ€์ƒ‰ ์‹œ์Šคํ…œ.

fastapi llm elasticsearch semantic-search docker python azure-openai genai
GitHub

Web Scraping Toolkit

๋‹ค์–‘ํ•œ ํ”Œ๋žซํผ์—์„œ ๋ฐ์ดํ„ฐ๋ฅผ ์Šคํฌ๋ž˜ํ•‘ํ•˜๋Š” ์‹ค์ œ ์—ฐ์Šต์„ ํ†ตํ•œ ํƒ„๋ ฅ์ ์ธ ์›น ์Šคํฌ๋ž˜ํ•‘.

selenium automation python data data mining
GitHub

GenAI Smart Search

๋ฒกํ„ฐ ์œ ์‚ฌ์„ฑ ๊ฒ€์ƒ‰(FAISS)๊ณผ Azure OpenAI์˜ ๊ฐ•๋ ฅํ•œ LLM์„ ๊ฒฐํ•ฉํ•˜์—ฌ ๊ตฌ์กฐํ™”๋œ ๋ฐ์ดํ„ฐ์…‹์—์„œ ์‚ฌ์šฉ์ž ์ฟผ๋ฆฌ์— ์‘๋‹ตํ•˜๋Š” ์˜๋ฏธ ๊ฒ€์ƒ‰ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜.

llm rag vector-search streamlit vector-store reranking faiss openai
GitHub

๋‚ด ํฌํŠธํด๋ฆฌ์˜ค

์ œ ํ”„๋กœ์ ํŠธ, ๋ธ”๋กœ๊ทธ, ๊ฒฝํ—˜, ์‘์šฉ AI/ML ์ž‘์—… ๋“ฑ์„ ๋ณด์—ฌ์ฃผ๋Š” ๊ฐœ์ธ ํฌํŠธํด๋ฆฌ์˜ค ์›น์‚ฌ์ดํŠธ.

html css js jekyll javascript scss portfolio
GitHub

AI ํŒ€ ํ”„๋กœํ•„

ํŒ€์›๋“ค์˜ AI ๋„๊ตฌ ์‚ฌ์šฉ ํ”„๋กœํ•„์„ ๋ณด์—ฌ์ฃผ๋Š” ์ธํ„ฐ๋ž™ํ‹ฐ๋ธŒ Streamlit ์›น ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์ž…๋‹ˆ๋‹ค. ํ”„๋กœํ•„์—๋Š” ์ด๋ฆ„, ์ด๋ฉ”์ผ, ์ด๋ฏธ์ง€, ์‚ฌ์šฉ๋œ ์ƒ์„ธํ•œ AI ๋„๊ตฌ์™€ ํ”„๋กฌํ”„ํŠธ๊ฐ€ ํฌํ•จ๋ฉ๋‹ˆ๋‹ค.

python streamlit search dashboard
GitHub

Stackoverflow_notifier

ํƒœ๊ทธ๋ณ„๋กœ ์ƒˆ๋กœ์šด ์งˆ๋ฌธ์„ ์ถ”์ ํ•˜๊ณ , ํ‘ธ์‹œ์˜ค๋ฒ„๋ฅผ ํ†ตํ•ด ์žฅ์น˜์— ์‹ค์‹œ๊ฐ„ ํ‘ธ์‹œ ์•Œ๋ฆผ์„ ์ „์†กํ•˜๋ฉฐ, ๊ฐ€๋ฒผ์šด GitHub ์•ก์…˜ ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ํ†ตํ•ด ๋ชจ๋“  ๊ฒƒ์„ ๊ด€๋ฆฌํ•˜๋Š” ์ž๋™ StackOverflow ๋ชจ๋‹ˆํ„ฐ๋ง ์‹œ์Šคํ…œ์ž…๋‹ˆ๋‹ค.

python stackoverflow pushover bs4 github action notification automation
GitHub