Repo · Documents & research
Document Classification
Sort text documents into categories.
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JEV Document Classification enables the rapid and cost-effective classification of text-based documents using AI, leveraging TypeSafe's "System One" model.
blazing-fastdocument-classifierjevprompt-injection-detectiontypesafe-ai
How builders describe it
JEV Document Classification enables the rapid and cost-effective classification of text-based documents using AI, leveraging TypeSafe's "System One" model.
Local-first Vite/Express app that files root-folder documents into configured category folders using TypeSafe Jev (via Vercel AI Gateway) for category, confidentiality, prompt-injection risk, and subject choices.
The decision Jev makes
Assign a topic, choose a document category, or answer whether a passage supports a citation.
Where it fits
Sorting, labelling and checking documents is classic decision work: topic labels for papers, categories for files, and whether a source actually supports a claim. All 28 documents & research projects →
Related projects
Documents & researchHow to Give JEV EyesJev takes text, so turn the picture into text first.X post · kenoDocuments & researchjevpdfSearch a PDF in your own words: TypeSafe Jev asks one yes/no question per line and the matching lines light up on the page, ranked by probability.GitHub · ★ 2 · kylemclaren
Documents & researchA free tool that scores how rigorous a paper isJev reads an academic paper and reports how rigorous it is.X post · Timothy Kassis
Documents & researchFinding errors in AI draftsJev used to spot potential mistakes in a draft.X post · stephonomon
Documents & researchJEV-Paper-RadarJev reads every new arXiv paper each morning and keeps the few you need.GitHub · ★ 7 · Eliot5566
Documents & researchjev-boe-demoDaily demo applying TypeSafe's Jev model to Spain's official gazette (BOE).GitHub · ★ 1 · Tatuck
Documents & researchA free tool that scores how rigorous a paper isJev reads an academic paper and reports how rigorous it is.X post · Timothy KassisDocuments & researchFinding errors in AI draftsJev used to spot potential mistakes in a draft.X post · stephonomonDocuments & researchJEV-Paper-RadarJev reads every new arXiv paper each morning and keeps the few you need.GitHub · ★ 7 · Eliot5566Documents & researchjev-boe-demoDaily demo applying TypeSafe's Jev model to Spain's official gazette (BOE).GitHub · ★ 1 · Tatuck