RAG based hate speech detector
Project description
๐ก๏ธ Smart Hate Detector (RAG-based)
Smart Hate Detector๋ LLM(GPT-4o)๊ณผ RAG(Retrieval-Augmented Generation) ๊ธฐ์ ์ ๊ฒฐํฉํ์ฌ, ๋จ์ ํค์๋ ํํฐ๋ง์ผ๋ก๋ ์ก๊ธฐ ํ๋ ์ง๋ฅ์ ์ฐํ ์์ค ๋ฐ ๋ชจ์์ ํํ์ ํ์งํ๋ ํ์ด์ฌ ๋ผ์ด๋ธ๋ฌ๋ฆฌ์ ๋๋ค.
โจ ์ฃผ์ ๊ธฐ๋ฅ
- ์ง๋ฅ์ ์ฐํ์ด ํ์ง:
์จ12๋ฐ,์จ329...๋ฐ์ฒ๋ผ ์ซ์๋ ๊ธฐํธ๋ฅผ ์์ ๋ณํ ์์ค์ ๋ฌธ๋งฅ์ ์ผ๋ก ํ์ ํฉ๋๋ค. - ๋น๊ผฌ๋ ๋ฌธ์ฅ ๋ถ์: ์ ์คํ ๋งํฌ ์์ ์จ๊ฒจ์ง ๋ชจ์(
์จ12๋ฐ์ค๋ฌ์ด ๋ถ์๊ธฐ๋ค์๋ฑ)์ ์ก์๋ ๋๋ค. - ์ค์๊ฐ ์ ์ธ ๋จ์ด ์ค์ : ๋ถ์ ์ ํน์ ๋จ์ด(์: ๋นํธ์ฝ์ธ, ๋ฆฌํ ๋ฑ)๋ฅผ ์ ์ธ ๋ฆฌ์คํธ์ ๋ฃ์ด ์คํ์ ๋ฐฉ์งํ ์ ์์ต๋๋ค.
- RAG ๊ธฐ๋ฐ ๊ทผ๊ฑฐ ์ ์: ๋จ์ํ ์ ๋ฌด๋ฅผ ํ๋จํ๋ ๊ฒ ์๋๋ผ, ์ด๋ค ์ง์์ ๋ฐํ์ผ๋ก ํ๋จํ๋์ง ๊ทผ๊ฑฐ๋ฅผ ์ ๊ณตํฉ๋๋ค.
๐ ์ค์น ๋ฐฉ๋ฒ
ํ์ฌ๋ ๋ก์ปฌ์์ ๊ฐ๋ฐ ์ค์ด๋ฉฐ, PyPI ๋ฑ๋ก ํ์๋ ์๋ ๋ช ๋ น์ด๋ก ์ค์น ๊ฐ๋ฅํฉ๋๋ค.
pip install smart-hate-detector
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