vgi-typesafe

What it is

A VGI worker for DuckDB that exposes TypeSafe System One questions — choice, noul, and score — as table functions, so SQL users can classify, judge, and score rows in a LATERAL join or WHERE clause.

How it uses Jev

Each row's state (a string, struct, list, map, or whole row) is sent to TypeSafe with named questions; Jev returns typed columns — choice with confidence and probabilities, noul as a probability, score with confidence and probabilities — plus per-row token usage. Results are used directly in SQL, e.g. filtering on confidence.

Primitives:choicenoulscore

Technique worth stealing

Judge once, then split rows on confidence: auto-route the confident ones and keep the rest for a human.

Try it

INSTALL vgi FROM community; LOAD vgi; ATTACH 'typesafe' (TYPE vgi, LOCATION 'uvx --from git+https://github.com/Query-farm/vgi-typesafe vgi-typesafe');

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