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Jev glossary

PatternsEmail classification

Inbox triage

One Jev call per message, with a threshold and an action per label, so code moves or flags mail the model only scores.
All 177 terms
Category
Patterns
Also known as
Email classification
Reading time
1 min
Related terms
4
Directory entries
19
Docs
Not listed
Added
2026-09-28

Definition

jev-mail-classifier turns each configured category into a Noul inside a single call, so one message can match several labels. Actions (tag, move, flag, mark read, webhook) run only when that category's probability clears its threshold. Processed mail is marked with an IMAP keyword, and a dry run changes nothing.

Jevmail keeps the same judgment and drops the writes: Gmail is read-only, and trays live in local SQLite. A threshold of 0.7 for urgent and 0.9 for spam is policy. It belongs beside the action.

Tagspatternsclassification

Related terms

Definitions that connect to this one.

Document splittingAsking Jev where one packet becomes the next document, then letting code export the page ranges.PatternsNoulThe yes/no primitive: one probability from 0 to 1, where the value is the answer and no separate confidence is returned.PrimitivesThresholdThe value your code compares against a score, a Noul probability, or a confidence to turn an answer into an action.Answers & ConfidenceConfidence gateA threshold on confidence that decides whether code acts, confirms first, or escalates to a person or a bigger model.Answers & Confidence

From the Jev directory

Directory entries that go deeper on this term.

jev-mail-classifier
20GitHub stars
An IMAP client that turns each inbox category into a Noul, then tags, moves, flags, or calls a webhook when the probability clears that category's threshold.
Jev Tools & CLIs#community#python#email
Communityparth-kp/jev-mail-classifierPython
Jevmail
101GitHub stars
A local, read-only Gmail triage app that sorts mail into five trays with Jev: each message becomes one experimental_evaluate call answering tray, urgency, and human-written questions, and 1,000 emails sort in about a minute for around 3 cents.
Jev Cookbooks#community#typescript#privacy
Communityfazlerocks/jevmailTypeScript
Classifying 1,500 Real Emails
vogel ran Jev over 1,500 of his own emails to test classification quality and posted the results as a video, calling it the most impressive model he has tried for the task.
Jev CookbooksVideo#community#x#video
Community
Phishing Spam Jev-Like Classifier
A DistilBERT prototype from akumar0205 that sorts historical email into legitimate and spam, reporting 0.987 accuracy and 0.983 spam F1 on a held-out SpamAssassin split; it is not a phishing or malware detector.
Jev Models & Reimplementations#community#open-models#local
Community
Emc²
5GitHub stars
An installable Electron email client for Windows, with a macOS build target, that sorts mail with Jev: one call per message classifies it into Important and Other and rates relevance. TypeSafe, Vercel AI Gateway and OpenRouter endpoints all serve Jev; local sorting works without any key.
Jev Tools & CLIs#community#github#email
Communityscreen-devs/aggregate-mailTypeScript
Inbox Jev
2GitHub stars
Gmail triage with TypeSafe Jev: every few minutes it reads new inbox mail, asks Jev for a category with calibrated confidence, then labels, archives, unsubscribes from verified marketing or cold outreach, and moves scams to Spam.
Jev Tools & CLIs#community#github#gmail
Communityhellolitebox/litebox-inbox-jevPython

13 more matching entries in the full directory.

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