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BootstrapFewShot

BootstrapFewShot(
    metric=None,
    *,
    metric_threshold=None,
    max_bootstrapped_demos=4,
    max_labeled_demos=16,
    max_rounds=1,
    max_errors=10,
    teacher=None,
    teacher_settings=None,
    num_threads=1,
    seed=0,
)

Run the program (or a teacher: a stronger model name, or an AI function) on training examples; the runs metric accepts become demos, whole turns included. Labeled examples fill the rest, up to max_labeled_demos.