zou-group/textgrad
3,756 294PythonMITUpdated 1 year ago
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.
ai-optimizationcompound-systemslarge-language-modelsprompt-optimizationtextual-gradients
Our verdict: worth borrowing ideas from
Implements a novel LLM‑backed autograd engine that can be studied or extracted for custom gradient‑based prompting workflows
Filed under dev tooling in our directory.