Awesome Jev

index / jmurray10/jev_naics

jev_naics

Classify a business's description of operations into one of 1,012 NAICS 2022 industries, or hold it for a person. No LLM writes anything: Postgres search and code-owned gates do the work, and TypeSafe Jev only picks from a closed list. The hybrid: 0 wrong codes on its eval sets.

ApplicationsExtractionListedPython

Repository

Stars0
LanguagePython
LicenseMIT
Created2026-10-15
Last pushed2026-10-15
Officialno

Judgment

Genuine Jev project0.80
gate 0.5
Uses Jev at runtime0.81
Is a meta list0.04
Is a reimplementation0.12

Quality scales

Substance2.25 / 3
gate 0.5
Docs2.88 / 3
Novelty1.82 / 3
Composite score0.76

Category distribution

Applications1.00
SDKs and Clients0.00
Integrations0.00
Agent and Dev Tooling0.00
Games and Simulation0.00
Research and Evals0.00
Learning0.00
Other0.00
Assigned categoryApplications
Category probability1.00
Category confidence1.00
PatternExtraction
Pattern confidence0.33

Curation

StatusListed
Reasongate passed
README pickno
Overridenone

Sources

  • search:jev in:name,description,readme created:2026-10-15

Provenance

Modeljev-1.13.0
Question setv2
Judged at2026-10-15 10:54 UTC