Information extraction with decision models

Resume screening where an LLM writes the questions once per job and Jev answers them for every resume, quoting the evidence line.

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

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

Browser agent where Jev picks each action from indexed page controls, an LLM plans and reads, and answers cite page quotes.

JSON-in/JSON-out CLI that reranks, filters or compresses search results with independent Jev Noul checks, keeping metadata intact.

Python library that converts a JSON Schema into Jev questions and returns JSON that validates against the original schema.

Scripts where Jev selects CVSS metric values from a vulnerability description and code computes v3.0, v3.1 or v4.0 scores.

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

Fills Japanese government PDF forms by asking Jev which profile item each unlabeled field is; personal values stay in the browser.

macOS menu-bar app that splits copied text into fields and offers Tab-to-paste hints in matching input fields, ranked by recency.

Browser-based systematic-review extraction tool where Jev points at the lines that answer each question and code copies verbatim quotes.

Site audit for SEO and AI-search visibility: a deterministic crawl, narrow Jev Choice, Score and Noul questions, and a live dashboard.

PostgreSQL toolkit with 41 Jev-powered semantic operators and natural-language-to-SQL, leaving joins and arithmetic to SQL.

CLI that has Jev judge a video's subtitles segment by segment, then cuts a highlight reel and a filler-free full version.

Mines timestamped driving scenes from vehicle logs by asking Jev lateral and longitudinal manoeuvre questions per moment.

Record linkage for researchers: write the match rule in plain English and Jev judges each candidate pair with a probability.

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

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

Extractive compaction for Pi: Jev judges complete read-only tool pairs, code removes stale ones and keeps the rest as an extractive packet.

Streaming PII redaction library for TypeScript with 155 regex detectors, optional NER, and opt-in Jev confirmation before redacting names.

Grep by meaning: a zero-dependency Node CLI where Jev scores each line against a described meaning, combinable with AND/OR/NOT.

Local-first desktop and Android attention workbench that extracts deadlines from WeChat and campus notices; Jev optional.

Unofficial Codex and Claude Code MCP plugin giving agents bounded Jev tools for routing, ranking, extraction, verification and judging.

Chrome extension that converts a page's WebMCP tool schemas into Jev questions to pick a tool and fill its arguments from what you type.

French library ranking ADEME emission factors for an activity label, splitting code rules from Jev's semantic match.

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

Eight zero-dependency examples applying Jev to mechanical and electrical engineering: CAD routing, FEM triage, DFM, BOM alignment.

Proof-of-concept MCP tool dispatcher that routes a natural-language command and extracts arguments using only Jev Choice and Noul.

Pipeline that ingests Google Maps restaurant reviews and classifies sentiment, five rating pillars and flags with Jev or an LLM.

Small dependency-free library that maps uploaded CSV columns to your schema with exact-name matching, then one Jev Noul per remaining pair.