docjev

Project · ★548 · python · Apache-2.0

Project / 项目 · In the catalogue / 在目录中查看

What Jev decides here · Jev 在这里做什么决定

Decision patterns / 决策模式
Classification (分类), Document triage (文档分拣)

Primitives / 原语
choice, noul: text signal only: the cited file contains their request or answer shape 仅文本信号：引用的文件里出现了它们的请求或回答格式

Evidence / 证据
a person read the call site 有人读过调用点 · 2026-09-22 · Cited file / 引用的文件: src/jev_docs/engines/jev.py

Summary · 摘要

Classifies and splits PDF, DOCX and PPTX files: LiteParse extracts page text locally, then Jev picks a document's category with a choice over your rules, or for a packet answers per page a category choice and a noul on whether a new document starts there. Its report covers 40 real PDFs.written by a model

对 PDF、DOCX 和 PPTX 文件做分类和切分：LiteParse 在本地提取每页文字，然后 Jev 用一个 choice 按你的规则选出文档类别；对多文档合订本则逐页回答一个类别 choice 和一个“新文档是否从这里开始”的 noul。其报告涵盖 40 份真实 PDF。模型撰写机翻

Launches · 发布记录

Not launched yet. 还没有发布过。 Launch it / 发布它 ↗ · How a product launches / 怎样发布一个产品

Makers · Maker

jerryjliu

Made this? Confirm or correct its entry / 这是你做的？确认或更正条目 ↗

The same form takes the product's one line and a demo link, in its maker's own words. 同一个表单也可以补上产品的一句话和演示链接，用 Maker 自己的话。

Badge for its README · README 徽章

[![awesome-jev](https://kydlikebtc.github.io/awesome-jev/badges/docjev.svg)](https://kydlikebtc.github.io/awesome-jev/products/docjev.html)

One line for the product's README, linked to this page. The picture says that it is listed; while it is on the launch board, that it is launching; after a week in the top three, its place. It is rebuilt with the site, so the line never needs changing. 放进产品 README 的一行，链接到本页。图片显示已收录；在发布榜上时显示正在发布；进过某周前三后显示名次。它随网站一起重建，这一行不用再改。

Also under this pattern · 同一模式的其他产品

• json-render

  Vercel Labs' generative UI framework. In its Jev experiment the model does not write JSON token by token — it only picks components, props and layout.

• Inbox Zero: seven email decisions

  Seven distinct email decisions, each with its own separately chosen threshold, falling back to the normal LLM on any error.

• pg-jev

  A real PostgreSQL extension exposing the primitives as SQL functions, so a semantic decision can appear in a WHERE clause over any row type.

• jev-mcp

  A ready-made judgement toolbox for agents: fact verification, content screening, semantic ranking, classification and extraction as separate tools.

• tax-doc-classifier

  Classifies tax document pages: one request per page asks Jev two choices, page kind (7 options) and IRS form (230 plus none), and a follow-up choice for five forms' schedules; criteria come from IRS PDFs and code gates at 0.95. Its author measured no strict error on 314 filled pages.