data class from natural language, repetitive asking until every field is filled

[serkancancaglayan]

@nlp
@dataclass
class Person:
    """Extract personal info"""

    name: str
    age: int

person = Person.from_natural_language("Hi i am serkan.")
    
print(person)

The code above throws the exception openai_functions.exceptions.BrokenSchemaError: 'OpenAI returned a response that did not match the schema: None does not match {'type': 'integer'} or hallucinates empty fields. I want the code to repeatedly prompt the user to fill in all the fields.

Is it achievable with this library ?