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Jev project · Community additions

DocJev

jerryjliu/docjev

Document pipelines: LlamaIndex's open-source library that classifies a document against natural-language category rules or finds the boundaries between sub-documents, with swappable OCR backends (liteparse or LlamaParse) and a benchmark harness whose 40-document pilot classified 40/40 originals correctly at about 182 ms Jev decision p50.

View on GitHub ↗
DocJev visual benchmark report: 40 real PDFs, eight packets, Jev and Luna accuracy and decision latency
Demo from the project README · view README ↗
GitHub stars
259 as of 2026-09-22
Forks
31
Language
Python
License
Apache-2.0
Created
2026-09-19
Last updated on GitHub
2026-09-21
Built by this developer
Jerry Liu

What Jev does in DocJev

The project describes itself this way: Document pipelines: LlamaIndex's open-source library that classifies a document against natural-language category rules or finds the boundaries between sub-documents, with swappable OCR backends (liteparse or LlamaParse) and a benchmark harness whose 40-document pilot classified 40/40 originals correctly at about 182 ms Jev decision p50. In the Community additions category, Jev typically decides a single well-defined judgment, such as a label, a score or a yes/no check.

Verification

Verified. We confirmed this repository and its Jev relevance through the GitHub API and the source lists below. A specific file link has not been recorded yet.

How Community additions projects use Jev

Projects added from community lists and direct submissions. Many are small, single-purpose experiments, which makes them some of the easiest places to see how a Jev question is framed in real code.

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  3. ai-pythonvercel-labs/ai-pythonPython ecosystem: the official Vercel AI SDK for Python carries Jev through its evaluation operation and Gateway examples.★ 185
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See all 156 Community additions projects →

Where we found it