I Validated My Data With an LLM for One Cent | GoldenCheck #Shorts

Profilers catch patterns. LLMs catch meaning.

first_name = '12345' -- profilers see a string. Looks fine.
LLM Boost catches it: not a name.

One API call. ~2000 tokens in, ~500 out. Cost: $0.01.
Pushes F1 from 83% to 90%+.

goldencheck scan data.csv --llm

pip install goldencheck

Docs: https://benzsevern.github.io/goldencheck/
GitHub: https://github.com/benzsevern/goldencheck

#python #llm #ai #datavalidation #dataquality #opensource #datascience #goldencheck

Видео I Validated My Data With an LLM for One Cent | GoldenCheck #Shorts канала Ben Severn