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Vercel's public-beta Python SDK includes an experimental evaluate operation that asks typed Choice, Score, and Boolean questions through AI Gateway using typesafe-ai/jev; the evaluation API is still experimental and requires Gateway access.
DuckDB integration, loaded through the community VGI extension, that exposes Choice, Noul, and Score as SQL table functions to LATERAL join against a table, returning typed columns with confidence, probabilities, and per-row token usage, plus an is_true() scalar for WHERE clauses; several questions share one request per row and repeated values are asked once per batch, but every other non-null row is a billable request that sends its content to TypeSafe's API.
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