Camel.datasets.few shot generator

​

FewShotGenerator

class FewShotGenerator(BaseGenerator):

​

init

def __init__(
    self,
    seed_dataset: StaticDataset,
    verifier: BaseVerifier,
    model: BaseModelBackend,
    seed: int = 42,
    **kwargs
):

• seed_dataset (StaticDataset): Validated static dataset to use for examples.
• verifier (BaseVerifier): Verifier to validate generated content.
• model (BaseModelBackend): The underlying LLM that the generating agent will be initiated with.
• seed (int): Random seed for reproducibility. (default: :obj:42) **kwargs: Additional generator parameters. (default: 42)

​

_validate_seed_dataset

def _validate_seed_dataset(self):

​

_construct_prompt

def _construct_prompt(self, examples: List[DataPoint]):

• examples (List[DataPoint]): Examples to include in the prompt.