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zou-group/textgrad

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.

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Owner	zou-group
License (as declared)	MIT
Stars	3,761
Forks	295
Main language	Python
Created	11 June 2024
Last updated at source	25 July 2025

pythonai-optimizationcompound-systemslarge-language-modelsprompt-optimizationtextual-gradients

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