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docjev

A very fast document classifier/splitter using Jev

546 ★ on GitHub

What it is

Document classification and splitting with Jev, LiteParse, and optional LlamaParse.

Getting started

From the README:

git clone https://github.com/jerryjliu/docjev.git
cd docjev
uv sync
uv run docjev doctor --smoke

Where the decision sits

docjev calls the hosted decision API rather than running its own weights. That keeps the project small and means its behaviour moves whenever the vendor ships a new model version. It also means an API key and a network round trip sit in the path of every decision.

Models it references: Jev.

How active it is

Created 2026-09-19, last pushed 2026-09-26, 546 stars and 38 forks when we read it on 2026-11-02. Everything in this category is weeks old at most, so a stale push date means something different here than it would on a mature project. Check the repository before you depend on it.

Find out what your data actually supports

We turn your historical decisions into a frozen test set, then tell you which model, which threshold, and how much of it you can safely automate.