nemo_microservices.types.evaluation_target

Module Contents

Classes

EvaluationTarget

Data

Dataset
Model

API

nemo_microservices.types.evaluation_target.Dataset: typing_extensions.TypeAlias

None

class nemo_microservices.types.evaluation_target.EvaluationTarget(/, **data: typing.Any)

Bases: nemo_microservices._models.BaseModel

cached_outputs: Optional[nemo_microservices.types.cached_outputs_data.CachedOutputsData]

None

An evaluation target which contains cached outputs.

created_at: Optional[datetime.datetime]

None

Timestamp for when the entity was created.

custom_fields: Optional[Dict[str, object]]

None

A set of custom fields that the user can define and use for various purposes.

dataset: Optional[nemo_microservices.types.evaluation_target.Dataset]

None

Dataset to be evaluated.

description: Optional[str]

None

The description of the entity.

id: Optional[str]

None

The ID of the entity.

With the exception of namespaces, this is always a semantically-prefixed base58-encoded uuid4 [-base58(uuid4())].

model: Optional[nemo_microservices.types.evaluation_target.Model]

None

The model to be evaluated.

name: Optional[str]

None

The name of the entity.

Must be unique inside the namespace. If not specified, it will be the same as the automatically generated id.

namespace: Optional[str]

None

The namespace of the entity.

This can be missing for namespace entities or in deployments that don’t use namespaces.

ownership: Optional[nemo_microservices.types.shared.ownership.Ownership]

None

Information about ownership of an entity.

If the entity is a namespace, the access_policies will typically apply to all entities inside the namespace.

project: Optional[str]

None

The URN of the project associated with this entity.

rag: Optional[nemo_microservices.types.rag_target.RagTarget]

None

RAG to be evaluated.

retriever: Optional[nemo_microservices.types.retriever_target.RetrieverTarget]

None

Retriever to be evaluated.

rows: Optional[List[Dict[str, object]]]

None

Rows to be evaluated.

schema_version: Optional[str]

None

The version of the schema for the object. Internal use only.

type: nemo_microservices.types.target_type.TargetType

None

The type of the evaluation target, e.g., ‘model’, ‘retriever’, ‘rag’.

type_prefix: Optional[str]

None

updated_at: Optional[datetime.datetime]

None

Timestamp for when the entity was last updated.

nemo_microservices.types.evaluation_target.Model: typing_extensions.TypeAlias

None