aixplain.factories.finetune_factory.prompt_validator

validate_prompt

def validate_prompt(prompt: Text, dataset_list: List[Dataset]) -> Text

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Validate and normalize a prompt template against a list of datasets.

This function processes a prompt template that contains references to dataset columns in the format <<COLUMN_NAME>> or <<COLUMN_ID>>. It validates that all referenced columns exist in the provided datasets and normalizes column IDs to their corresponding names.

Arguments:

• prompt Text - Prompt template containing column references in <<COLUMN_NAME>> or <<COLUMN_ID>> format.
• dataset_list List[Dataset] - List of datasets to validate the prompt template against.

Returns:

• Text - Normalized prompt template with column references converted to {COLUMN_NAME} format.

Raises:

• AssertionError - If any of these conditions are met:
  • Multiple datasets have the same referenced column name
  • Referenced columns are not found in any dataset