dspy.LabeledFewShot

dspy.LabeledFewShot(k=16)

基类: Teleprompter

源代码位于 dspy/teleprompt/vanilla.py

def __init__(self, k=16):
    self.k = k

函数

compile(student, *, trainset, sample=True)

源代码位于 dspy/teleprompt/vanilla.py

def compile(self, student, *, trainset, sample=True):
    self.student = student.reset_copy()
    self.trainset = trainset

    if len(self.trainset) == 0:
        return self.student

    rng = random.Random(0)

    for predictor in self.student.predictors():
        if sample:
            predictor.demos = rng.sample(self.trainset, min(self.k, len(self.trainset)))
        else:
            predictor.demos = self.trainset[: min(self.k, len(self.trainset))]

    return self.student

get_params() -> dict[str, Any]

获取 teleprompter 的参数。

返回

类型	描述
dict[str, Any]	teleprompter 的参数。

源代码位于 dspy/teleprompt/teleprompt.py

def get_params(self) -> dict[str, Any]:
    """
    Get the parameters of the teleprompter.

    Returns:
        The parameters of the teleprompter.
    """
    return self.__dict__