104 lines
2.9 KiB
Python
104 lines
2.9 KiB
Python
from dataclasses import dataclass, field, asdict, fields
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from abc import ABC
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# region Content classes
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@dataclass(frozen=True)
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class Content(ABC):
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type: str = field(init=False, default='')
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@dataclass(frozen=True)
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class InputText(Content):
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type: str = field(init=False, default='input_text')
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text: str
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@dataclass(frozen=True)
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class OutputText(Content):
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type: str = field(init=False, default='output_text')
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text: str
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@dataclass(frozen=True)
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class InputImage(Content):
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type: str = field(init=False, default='input_image')
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image_url: str = field(default=None)
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file_id: str = field(default=None)
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def __post_init__(self):
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if self.image_url is None and self.file_id is None:
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raise ValueError('Either `image_url` or `file_id` must be provided.')
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@dataclass(frozen=True)
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class UrlCitation(Content):
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type: str = field(init=False, default='url_citation')
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# To be done
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@dataclass(frozen=True)
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class FunctionCall(Content):
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type: str = field(init=False, default='function_call')
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id: str
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call_id: str
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name: str
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arguments: dict
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@dataclass(frozen=True)
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class FunctionCallOutput(Content):
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type: str = field(init=False, default='function_call_output')
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call_id: str
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output: str
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# endregion Content classes
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@dataclass(frozen=True)
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class Message:
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role: str
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content: list[Content]
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@dataclass(frozen=True)
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class Prompt:
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model: str
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input: list[Message]
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@dataclass(frozen=True)
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class Response:
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output: list[Message]
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def filter_fields(data: dict, dataclass_type: dataclass) -> dict:
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return {
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i_key: i_value
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for i_key, i_value in data.items()
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if i_key in tuple(i_field.name for i_field in fields(dataclass_type))
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}
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if __name__ == '__main__':
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from openai import OpenAI
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client = OpenAI()
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test_system_message = Message(role='system', content=[InputText('Talk like an Italian mafia boss.')])
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test_user_message = Message(role='user', content=[InputText('Hi! How are you?')])
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test_prompt = Prompt(model='gpt-4.1-mini', input=[test_system_message, test_user_message])
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print(asdict(test_prompt))
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response_raw = client.responses.create(**asdict(test_prompt))
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response = Response(**filter_fields(response_raw.to_dict(), Response))
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print(asdict(response))
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test_prompt.add_message(response.output[0])
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test_user_message_2 = Message(role='user', content=[
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InputText('Can you tell me what is on this picture?'),
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InputImage(image_url='https://upload.wikimedia.org/wikipedia/commons/f/f4/Piet_Mondriaan_-_Sinaasappelen_%28authentiek%29_-_A97_-_Piet_Mondrian%2C_catalogue_raisonn%C3%A9.jpg')
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])
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test_prompt.add_message(test_user_message_2)
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response_raw = client.responses.create(**asdict(test_prompt))
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response = Response(**filter_fields(response_raw.to_dict(), Response))
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test_prompt.add_message(response.output[0])
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print(asdict(test_prompt))
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