JevMade field notes / Video guide

Jev vs BERT : classer, router, taguer avec le modèle de TypeSafe AI

Didier Sampaolo demonstrates Jev on support tickets, batch classification, and blog tags. He contrasts its zero-shot setup with a trained classifier and proposes testing alternative category trees before reorganizing a product catalog.

Original by LVLUPClassificationIntermediate17 min 51 sec Published 2026-09-19Source reviewed 2026-09-26

Before you press play

What you’ll find in the video

The demonstration supplies criteria for binary probabilities, category choices, and ordered scores without first labelling a training dataset.
Jev selects or scores supplied candidates rather than generating arbitrary text or discovering unrestricted entity names.
Didier proposes running classification simulations across competing product taxonomies before choosing a catalog structure.

Worth knowing

Gemini-assisted video/transcript review. The presenter raises privacy and GDPR questions about sending customer text to a provider. This review does not establish the provider’s current hosting, contractual terms, or legal compliance.

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