textgrad - conda-forge | Anaconda.org (original) (raw)

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Arxiv

An autograd engine -- for textual gradients!

TextGrad is a powerful framework building automatic ``differentiation'' via text. TextGrad implements backpropagation through text feedback provided by LLMs, strongly building on the gradient metaphor

We provide a simple and intuitive API that allows you to define your own loss functions and optimize them using text feedback. This API is similar to the Pytorch API, making it simple to adapt to your usecases.

Analogy with Torch

PyPI: https://pypi.org/project/textgrad/

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Summary

Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.