Skip to main content

RAG based hate speech detector

Project description

๐Ÿ›ก๏ธ Smart Hate Detector (RAG-based)

Smart Hate Detector๋Š” LLM(GPT-4o)๊ณผ RAG(Retrieval-Augmented Generation) ๊ธฐ์ˆ ์„ ๊ฒฐํ•ฉํ•˜์—ฌ, ๋‹จ์ˆœ ํ‚ค์›Œ๋“œ ํ•„ํ„ฐ๋ง์œผ๋กœ๋Š” ์žก๊ธฐ ํž˜๋“  ์ง€๋Šฅ์  ์šฐํšŒ ์š•์„ค ๋ฐ ๋ชจ์š•์  ํ‘œํ˜„์„ ํƒ์ง€ํ•˜๋Š” ํŒŒ์ด์ฌ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์ž…๋‹ˆ๋‹ค.

โœจ ์ฃผ์š” ๊ธฐ๋Šฅ

  • ์ง€๋Šฅ์  ์šฐํšŒ์–ด ํƒ์ง€: ์”จ12๋ฐœ, ์”จ329...๋ฐœ ์ฒ˜๋Ÿผ ์ˆซ์ž๋‚˜ ๊ธฐํ˜ธ๋ฅผ ์„ž์€ ๋ณ€ํ˜• ์š•์„ค์„ ๋ฌธ๋งฅ์ ์œผ๋กœ ํŒŒ์•…ํ•ฉ๋‹ˆ๋‹ค.
  • ๋น„๊ผฌ๋Š” ๋ฌธ์žฅ ๋ถ„์„: ์ •์ค‘ํ•œ ๋งํˆฌ ์†์— ์ˆจ๊ฒจ์ง„ ๋ชจ์š•(์”จ12๋ฐœ์Šค๋Ÿฌ์šด ๋ถ„์œ„๊ธฐ๋„ค์š” ๋“ฑ)์„ ์žก์•„๋ƒ…๋‹ˆ๋‹ค.
  • ์‹ค์‹œ๊ฐ„ ์ œ์™ธ ๋‹จ์–ด ์„ค์ •: ๋ถ„์„ ์‹œ ํŠน์ • ๋‹จ์–ด(์˜ˆ: ๋น„ํŠธ์ฝ”์ธ, ๋ฆฌํ”Œ ๋“ฑ)๋ฅผ ์ œ์™ธ ๋ฆฌ์ŠคํŠธ์— ๋„ฃ์–ด ์˜คํƒ์„ ๋ฐฉ์ง€ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • RAG ๊ธฐ๋ฐ˜ ๊ทผ๊ฑฐ ์ œ์‹œ: ๋‹จ์ˆœํžˆ ์œ ๋ฌด๋ฅผ ํŒ๋‹จํ•˜๋Š” ๊ฒŒ ์•„๋‹ˆ๋ผ, ์–ด๋–ค ์ง€์‹์„ ๋ฐ”ํƒ•์œผ๋กœ ํŒ๋‹จํ–ˆ๋Š”์ง€ ๊ทผ๊ฑฐ๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

๐Ÿš€ ์„ค์น˜ ๋ฐฉ๋ฒ•

ํ˜„์žฌ๋Š” ๋กœ์ปฌ์—์„œ ๊ฐœ๋ฐœ ์ค‘์ด๋ฉฐ, PyPI ๋“ฑ๋ก ํ›„์—๋Š” ์•„๋ž˜ ๋ช…๋ น์–ด๋กœ ์„ค์น˜ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค.

pip install smart-hate-detector

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

khater-0.1.0.tar.gz (3.3 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

khater-0.1.0-py3-none-any.whl (3.7 kB view details)

Uploaded Python 3

File details

Details for the file khater-0.1.0.tar.gz.

File metadata

  • Download URL: khater-0.1.0.tar.gz
  • Upload date:
  • Size: 3.3 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.2

File hashes

Hashes for khater-0.1.0.tar.gz
Algorithm Hash digest
SHA256 a9389a317be01b81b309ea2cfd308c3e733b34aa2abbac30cf0f6a9c1594c306
MD5 96e12f6e00ce42433aac5f17c50be451
BLAKE2b-256 27269906e073cb8f722d11e56cde2a726320ed0f883147860304aaf9679aca94

See more details on using hashes here.

File details

Details for the file khater-0.1.0-py3-none-any.whl.

File metadata

  • Download URL: khater-0.1.0-py3-none-any.whl
  • Upload date:
  • Size: 3.7 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.2

File hashes

Hashes for khater-0.1.0-py3-none-any.whl
Algorithm Hash digest
SHA256 1e7155a2c84735231c62320dce8c287ac449531c76ac468f063aae24806ca0ad
MD5 3a4adaea2fc35ed5ba46b9c37e75f990
BLAKE2b-256 e3439471fbdc3201a58a889814d22eb2837947d108e0106383ab2965877f2142

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page