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Azure openai embedding driver

AzureOpenAiEmbeddingDriver

Bases: OpenAiEmbeddingDriver

Attributes:

Name Type Description
azure_deployment str

An optional Azure OpenAi deployment id. Defaults to the model name.

azure_endpoint str

An Azure OpenAi endpoint.

azure_ad_token Optional[str]

An optional Azure Active Directory token.

azure_ad_token_provider Optional[Callable[[], str]]

An optional Azure Active Directory token provider.

api_version str

An Azure OpenAi API version.

tokenizer OpenAiTokenizer

An OpenAiTokenizer.

client AzureOpenAI

An openai.AzureOpenAI client.

Source code in griptape/drivers/embedding/azure_openai_embedding_driver.py
@define
class AzureOpenAiEmbeddingDriver(OpenAiEmbeddingDriver):
    """
    Attributes:
        azure_deployment: An optional Azure OpenAi deployment id. Defaults to the model name.
        azure_endpoint: An Azure OpenAi endpoint.
        azure_ad_token: An optional Azure Active Directory token.
        azure_ad_token_provider: An optional Azure Active Directory token provider.
        api_version: An Azure OpenAi API version.
        tokenizer: An `OpenAiTokenizer`.
        client: An `openai.AzureOpenAI` client.
    """

    azure_deployment: str = field(
        kw_only=True, default=Factory(lambda self: self.model, takes_self=True), metadata={"serializable": True}
    )
    azure_endpoint: str = field(kw_only=True, metadata={"serializable": True})
    azure_ad_token: Optional[str] = field(kw_only=True, default=None, metadata={"serializable": False})
    azure_ad_token_provider: Optional[Callable[[], str]] = field(
        kw_only=True, default=None, metadata={"serializable": False}
    )
    api_version: str = field(default="2023-05-15", kw_only=True, metadata={"serializable": True})
    tokenizer: OpenAiTokenizer = field(
        default=Factory(lambda self: OpenAiTokenizer(model=self.model), takes_self=True), kw_only=True
    )
    client: openai.AzureOpenAI = field(
        default=Factory(
            lambda self: openai.AzureOpenAI(
                organization=self.organization,
                api_key=self.api_key,
                api_version=self.api_version,
                azure_endpoint=self.azure_endpoint,
                azure_deployment=self.azure_deployment,
                azure_ad_token=self.azure_ad_token,
                azure_ad_token_provider=self.azure_ad_token_provider,
            ),
            takes_self=True,
        )
    )

api_version: str = field(default='2023-05-15', kw_only=True, metadata={'serializable': True}) class-attribute instance-attribute

azure_ad_token: Optional[str] = field(kw_only=True, default=None, metadata={'serializable': False}) class-attribute instance-attribute

azure_ad_token_provider: Optional[Callable[[], str]] = field(kw_only=True, default=None, metadata={'serializable': False}) class-attribute instance-attribute

azure_deployment: str = field(kw_only=True, default=Factory(lambda self: self.model, takes_self=True), metadata={'serializable': True}) class-attribute instance-attribute

azure_endpoint: str = field(kw_only=True, metadata={'serializable': True}) class-attribute instance-attribute

client: openai.AzureOpenAI = field(default=Factory(lambda self: openai.AzureOpenAI(organization=self.organization, api_key=self.api_key, api_version=self.api_version, azure_endpoint=self.azure_endpoint, azure_deployment=self.azure_deployment, azure_ad_token=self.azure_ad_token, azure_ad_token_provider=self.azure_ad_token_provider), takes_self=True)) class-attribute instance-attribute

tokenizer: OpenAiTokenizer = field(default=Factory(lambda self: OpenAiTokenizer(model=self.model), takes_self=True), kw_only=True) class-attribute instance-attribute