类class agentscope.classifier

ClassifierModelBase

class ClassifierModelBase(ABC)

源码Source agentscope/classifier/_base.py:13–59

分类器模型基类，与模型服务通信并返回生成或向量化结果。位于 agentscope.classifier 包，继承自 ABC。

Base class for models that return typed probabilistic decisions. Declared in agentscope.classifier. Extends ABC.

嵌套类摘要Nested Class Summary

类Class	类型Kind	说明Description
`Parameters`	类class	参数，与模型服务通信并返回生成或向量化结果。 Provider-specific classifier parameters.

构造器Constructor	说明Description
`def __init__(credential:` `CredentialBase, model: str, parameters: BaseModel \| None = None) -> None`	初始化 `ClassifierModelBase` 实例。 Initialize a classifier model.

方法Method	说明Description
`async def __call__(state: str \| dict, questions: Mapping[str, ClassifierQuestion], **kwargs: Any) ->` `ClassifierResponse`asyncabstractabstractmethod	以可调用对象方式执行。 Evaluate the named questions against the shared input state.

def __init__(credential: CredentialBase, model: str, parameters: BaseModel | None = None) -> None

初始化 ClassifierModelBase 实例。

Initialize a classifier model.

参数Parameters

名称Name	类型Type	说明Description
`credential`	CredentialBase	凭证对象（类型 `CredentialBase`）。The credential used to authenticate with the provider.
`model`	str	模型实例（类型 `str`）。The classifier model name or alias.
`parameters`默认default `None`	BaseModel \| None	参数（类型 `BaseModel \| None`）。Provider-specific model parameters.

源码Source agentscope/classifier/_base.py:19–37

async def __call__(state: str | dict, questions: Mapping[str, ClassifierQuestion], **kwargs: Any) -> ClassifierResponse

asyncabstractabstractmethod

以可调用对象方式执行。

Evaluate the named questions against the shared input state.

参数Parameters

名称Name	类型Type	说明Description
`state`	str \| dict	状态对象（类型 `str \| dict`）。The text or JSON content shared by all questions.
`questions`	Mapping[str, ClassifierQuestion]	questions（类型 `Mapping[str, ClassifierQuestion]`）。The typed questions keyed by name.
`kwargs`	Any	关键字参数（类型 `Any`）。The kwargs.

返回ClassifierResponse。`ClassifierResponse`:

源码Source agentscope/classifier/_base.py:40–59

class Parameters

参数，与模型服务通信并返回生成或向量化结果。位于 agentscope.classifier 包。

Provider-specific classifier parameters. Declared in agentscope.classifier.