MotherDuck Research

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Towards Efficient Data Wrangling with LLMs using Code Generation
Towards Efficient Data Wrangling with LLMs using Code Generation
Code GenerationData TransformationData WranglingEntity MatchingLLMMotherDuck

Towards Efficient Data Wrangling with LLMs using Code Generation

Instead of applying LLMs to every row, generate code once and run it on millions of rows. Up to 37-point F1 improvement on data transformations at a fraction of the cost.