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from abc import ABC, abstractmethod |
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from .typing import Messages, CreateResult, Union |
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class BaseProvider(ABC): |
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url: str |
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working: bool = False |
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needs_auth: bool = False |
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supports_stream: bool = False |
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supports_gpt_35_turbo: bool = False |
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supports_gpt_4: bool = False |
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supports_message_history: bool = False |
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params: str |
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@classmethod |
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@abstractmethod |
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def create_completion( |
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cls, |
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model: str, |
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messages: Messages, |
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stream: bool, |
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**kwargs |
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) -> CreateResult: |
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raise NotImplementedError() |
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@classmethod |
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@abstractmethod |
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async def create_async( |
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cls, |
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model: str, |
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messages: Messages, |
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**kwargs |
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) -> str: |
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raise NotImplementedError() |
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@classmethod |
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def get_dict(cls): |
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return {'name': cls.__name__, 'url': cls.url} |
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class BaseRetryProvider(BaseProvider): |
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__name__: str = "RetryProvider" |
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supports_stream: bool = True |
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def __init__( |
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self, |
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providers: list[type[BaseProvider]], |
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shuffle: bool = True |
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) -> None: |
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self.providers: list[type[BaseProvider]] = providers |
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self.shuffle: bool = shuffle |
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self.working: bool = True |
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self.exceptions: dict[str, Exception] = {} |
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self.last_provider: type[BaseProvider] = None |
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ProviderType = Union[type[BaseProvider], BaseRetryProvider] |
