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OpenAISchemaConverter

class OpenAISchemaConverter(BaseConverter):
OpenAISchemaConverter is a class that converts a string or a function into a BaseModel schema. Parameters:
  • model_type (ModelType, optional): The model type to be used. (default: ModelType.GPT_4O_MINI)
  • model_config_dict (Optional[Dict[str, Any]], optional): A dictionary that will be fed into:obj:openai.ChatCompletion.create(). If :obj:None, :obj:ChatGPTConfig().as_dict() will be used. (default: :obj:None)
  • api_key (Optional[str], optional): The API key for authenticating with the OpenAI service. (default: :obj:None)
  • output_schema (Optional[Type[BaseModel]], optional): The expected format of the response. (default: :obj:None)
  • prompt (Optional[str], optional): The prompt to be used. (default: :obj:None)

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init

def __init__(
    self,
    model_type: ModelType = ModelType.GPT_4O_MINI,
    model_config_dict: Optional[Dict[str, Any]] = None,
    api_key: Optional[str] = None
):

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convert

def convert(
    self,
    content: str,
    output_schema: Union[Type[BaseModel], str, Callable],
    prompt: Optional[str] = DEFAULT_CONVERTER_PROMPTS
):
Formats the input content into the expected BaseModel Parameters:
  • content (str): The content to be formatted.
  • output_schema (Union[Type[BaseModel], str, Callable]): The expected format of the response.
Returns: BaseModel: The formatted response.