包package agentscope.classifier

agentscope.classifier

module agentscope.classifier

agentscope.classifier 属于模型与向量化，大模型接入、凭证与嵌入。该包共收录 15 个公开类型。

Typed probabilistic classifier models.

源码Source agentscope/classifier/__init__.py:1

类Classes

`BinaryAnswer` 类class	二元答案，与模型服务通信并返回生成或向量化结果。 The probability of a positive answer to a binary question.
`BinaryCriteria` 类class	二元标准，与模型服务通信并返回生成或向量化结果。 Optional descriptions for the two outcomes of a binary question.
`BinaryQuestion` 类class	二元问题，与模型服务通信并返回生成或向量化结果。 A question whose answer is a probability between zero and one.
`ChoiceAnswer` 类class	选项答案，与模型服务通信并返回生成或向量化结果。 The selected alternative and its probability distribution.
`ChoiceQuestion` 类class	选项问题，与模型服务通信并返回生成或向量化结果。 A question that selects one named alternative.
`ClassifierModelBase` 类class	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。 Base class for models that return typed probabilistic decisions.
`ClassifierResponse` 类class	分类器模型的规范化响应。 The normalized response of a classifier model.
`ClassifierUsage` 类class	分类器用量，与模型服务通信并返回生成或向量化结果。 The usage of a classifier model API invocation.
`JevClassifierModel` 类class	Jev 分类器模型，与模型服务通信并返回生成或向量化结果。 A classifier backed by TypeSafe's Jev System One API.
`OpenAIClassifierModel` 类class	OpenAI 分类器模型，与模型服务通信并返回生成或向量化结果。 A classifier backed by the OpenAI Decisions API.
`RefusalAnswer` 类class	拒答答案，与模型服务通信并返回生成或向量化结果。 A refusal to answer one question, independent of other answers.
`ScoreAnswer` 类class	分数答案，与模型服务通信并返回生成或向量化结果。 An expected score and its probability distribution.
`ScoreQuestion` 类class	分数问题，与模型服务通信并返回生成或向量化结果。 A question that assigns an expected score using an ordered rubric.

属性Attributes

`ClassifierAnswer` 字段attribute	—
`ClassifierQuestion` 字段attribute	—

属性详情Attribute Details

ClassifierAnswer

TypeAlias = BinaryAnswer | ChoiceAnswer | ScoreAnswer | RefusalAnswer

分类器答案字段。声明为 TypeAlias。

The classifier answer field.

源码Source agentscope/classifier/_response.py:83

ClassifierQuestion

TypeAlias = Annotated[BinaryQuestion | ChoiceQuestion | ScoreQuestion, Field(discriminator='type')]

分类器问题字段。声明为 TypeAlias。

The classifier question field.

源码Source agentscope/classifier/_question.py:66