Hamilton Ulmer’s DuckDB extension: Jev classifies the rows of any table or file.
Hamilton Ulmer made a DuckDB extension that calls Jev to classify rows in a CSV or Parquet file, or in a DuckDB table. He reported about ten seconds for a thousand rows, and called it more ergonomic than a classifier.
An agent reports onboarding done; the judge verifies access and equipment claims.
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A vendor asks for 30 minutes with no agenda; the judge picks the disposition.
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A note-taking app silently drops edits on flaky networks; the judge grades severity.
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A crash report with steps and logs; the judge routes it and checks reproducibility.
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I made a DuckDB extension where you can use @typesafeai 's Jev to do quick classification of rows in any csv/parquet file or duckdb table about 10sec for 1k rows ~ better than using an LLM, way more ergonomic than a classifier game-changing for data analysis!
