Document classification and routing with decision models

Chinese-language Zotero AI reading assistant that uses Jev judgments to classify papers in your library.

Privacy-first personal knowledge management system, listed as integrating Jev for document classification and tag routing.

Classifies tax PDF pages into 261 IRS forms and 7 page kinds with one Jev request per page and a confidence gate.

Real-time global intelligence dashboard; per the lists, it batches Jev questions to score headline severity and classify event domains.

Rust tool that asks Jev which PDF pages genuinely need OCR, extracting text pages locally and sending only the rest to OCR.

Go terminal app that files documents using five Jev questions: category, sensitivity, urgency, whether action is needed and action state.

Calibre plugin that asks Jev yes/no questions to suggest genre and subject tags for books, with per-tag thresholds and review.

Multi-user Telegram bot that judges every new post in public channels with Jev templates and routes matches to your DM or channels.

Local-first app that files documents into category folders using Jev decisions on category, confidentiality, subject and injection risk.

Local library that turns an image into a transparent text state (OCR, boxes, labels) so Jev can decide over screenshots.

Zero-dependency Node CLI that classifies a folder of company files with Jev by department, type, sensitivity, date, counterparty and PII.

npm library that walks a taxonomy with one Jev Choice per level so you can select among thousands of leaves despite the 255-option cap.

Obsidian plugin that ranks existing vault folders and tags for the active note with Jev and only moves or tags after you confirm.

Permission-aware document library using Jev or Cloudflare Clef for hierarchical search, passage scoring and automatic filing.

Rust streaming event bus whose routing is decided by Jev, one question per subscription, with deliver, review or drop thresholds.

Skill and plugin for Codex, Claude Code and other agents that helps them use Jev for bounded judgments and measure the effect.

LLM-maintained Markdown wiki where a System One classifier decides where documents and questions go, keeping it fast as it grows.

Windows office workbench with search, OCR and batch renaming, where Jev optionally helps pick extracted contract fields.

Dependency-free n8n node for TypeSafe Jev with choice, yes/no and score questions and npm provenance-signed releases.

Docker service that classifies the Paperless-ngx inbox with Jev (or local Clef via Ollama), setting confident fields and queueing the rest.

macOS menu-bar link router that opens each link in the right browser profile, asking Jev when no local rule matches and learning rules.

CLI that classifies documents with a Jev Choice and moves them into category folders, with a pluggable backend for local models.

Windows file organiser that uses Jev Choice and Noul to suggest which folder a new file belongs in and to drill down to find files.

Drop a file and get a viewer: Jev composes UIs for known formats and routes unknown ones, with Haiku inventing specs only when needed.

Long-document search that walks a PageIndex tree, asking Jev Choice which page or branch answers the question, with no embeddings.

Email triage proof of concept: one Jev call with 11 narrow questions per message, combined in Python into kind and topic labels.

Loopfour Studio features rebuilt with Jev: code finds candidates, Jev picks with confidence, code assembles verbatim results.

Experimental Markdown-to-Sanity mapper where Jev picks which source block fills each field and code copies it, generating no text.

LlamaIndex notebook comparing Jev with open decoders, encoders and specialised tools on document-pipeline Choice tasks.

Vercel Labs example routing form submissions to the right team with Jev via AI SDK, falling back to an LLM when uncertain.