haive.agents.rag.common.document_graders.models¶

RAG Structured Output Models.

Pydantic models for structured outputs from RAG evaluation agents.

Classes¶

`DocumentBinaryGrading`	Binary pass/fail document grading.
`DocumentBinaryResponse`	Response for binary document grading.
`DocumentGrade`	Simple document grade for use in corrective RAG.
`DocumentGradingResponse`	Comprehensive document grading response.
`DocumentRelevanceScore`	Individual document relevance assessment.

class haive.agents.rag.common.document_graders.models.DocumentBinaryGrading(/, **data)¶

Bases: pydantic.BaseModel

Binary pass/fail document grading.

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

class haive.agents.rag.common.document_graders.models.DocumentBinaryResponse(/, **data)¶

Bases: pydantic.BaseModel

Response for binary document grading.

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

class haive.agents.rag.common.document_graders.models.DocumentGrade(/, **data)¶

Bases: pydantic.BaseModel

Simple document grade for use in corrective RAG.

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

class haive.agents.rag.common.document_graders.models.DocumentGradingResponse(/, **data)¶

Bases: pydantic.BaseModel

Comprehensive document grading response.

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

class haive.agents.rag.common.document_graders.models.DocumentRelevanceScore(/, **data)¶

Bases: pydantic.BaseModel

Individual document relevance assessment.

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.