opto.optimizers.textgrad

opto.optimizers.textgrad#

Module attributes

`GRADIENT_MULTIPART_TEMPLATE`	//github.com/zou-group/textgrad/blob/main/textgrad/autograd/llm_ops.py zou-group/textgrad
`GRADIENT_OF_RESULTS_INSTRUCTION`	reduce / sum

Functions

`construct_reduce_prompt`	Construct a prompt that reduces the gradients.
`construct_tgd_prompt`	Construct the textual gradient descent prompt.
`get_short_value`	Returns a short version of the value of the variable.
`rm_node_attrs`	Removes trace node attributes (text inside square brackets) from a string.

Classes

`GradientInfo`	GradientInfo(gradient: str, gradient_context: Optional[Dict[str, str]])
`TextGrad`