mirror of
https://github.com/kennethreitz/instructor.git
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Jason Liu
56 lines
1.5 KiB
Python
56 lines
1.5 KiB
Python
from typing_extensions import Annotated
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from pydantic import (
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BaseModel,
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BeforeValidator,
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ValidationError,
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)
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import instructor
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from instructor.dsl.validators import llm_validator
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instructor.patch()
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class QuestionAnswer(BaseModel):
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question: str
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answer: Annotated[
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str,
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BeforeValidator(
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llm_validator("don't say objectionable things", allow_override=True)
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),
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]
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# Example 1) Valid input name is long
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qa = QuestionAnswer(
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question="What is the meaning of life?",
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answer="The meaning of life is to be happy",
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)
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print(qa.model_dump_json(indent=2))
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"""
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{
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"question": "What is the meaning of life?",
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"answer": "The meaning of life is to be happy"
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}
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"""
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# Example 2) Invalid input, we'll get a validation error
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try:
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qa = QuestionAnswer(
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question="What is the meaning of life?",
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answer="The meaning of life is to be evil and kill people",
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)
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except ValidationError as e:
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print(e)
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"""
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{
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"is_valid": false,
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"reason": "The statement promotes violence and harm to others, which is objectionable.",
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"fixed_value": null
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}
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1 validation error for QuestionAnswer
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answer
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Assertion failed, The statement promotes violence and harm to others, which is objectionable. [type=assertion_error, input_value='The meaning of life is t...be evil and kill people', input_type=str]
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For further information visit https://errors.pydantic.dev/2.3/v/assertion_error
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"""
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