Type definitions

Index > Bedrock > Type definitions

Auto-generated documentation for Bedrock type annotations stubs module types-boto3-bedrock.

BlobTypeDef

# BlobTypeDef definition

BlobTypeDef = Union[
    str,
    bytes,
    IO[Any],
    StreamingBody,
]

TimestampTypeDef

# TimestampTypeDef definition

TimestampTypeDef = Union[
    datetime,
    str,
]

FilterAttributeUnionTypeDef

# FilterAttributeUnionTypeDef definition

FilterAttributeUnionTypeDef = Union[
    FilterAttributeTypeDef,  # (1)
    FilterAttributeOutputTypeDef,  # (2)
]

1. See FilterAttributeTypeDef
2. See FilterAttributeOutputTypeDef

VpcConfigUnionTypeDef

# VpcConfigUnionTypeDef definition

VpcConfigUnionTypeDef = Union[
    VpcConfigTypeDef,  # (1)
    VpcConfigOutputTypeDef,  # (2)
]

1. See VpcConfigTypeDef
2. See VpcConfigOutputTypeDef

RequestMetadataBaseFiltersUnionTypeDef

# RequestMetadataBaseFiltersUnionTypeDef definition

RequestMetadataBaseFiltersUnionTypeDef = Union[
    RequestMetadataBaseFiltersTypeDef,  # (1)
    RequestMetadataBaseFiltersOutputTypeDef,  # (2)
]

1. See RequestMetadataBaseFiltersTypeDef
2. See RequestMetadataBaseFiltersOutputTypeDef

TextInferenceConfigUnionTypeDef

# TextInferenceConfigUnionTypeDef definition

TextInferenceConfigUnionTypeDef = Union[
    TextInferenceConfigTypeDef,  # (1)
    TextInferenceConfigOutputTypeDef,  # (2)
]

1. See TextInferenceConfigTypeDef
2. See TextInferenceConfigOutputTypeDef

EvaluatorModelConfigUnionTypeDef

# EvaluatorModelConfigUnionTypeDef definition

EvaluatorModelConfigUnionTypeDef = Union[
    EvaluatorModelConfigTypeDef,  # (1)
    EvaluatorModelConfigOutputTypeDef,  # (2)
]

1. See EvaluatorModelConfigTypeDef
2. See EvaluatorModelConfigOutputTypeDef

ByteContentDocUnionTypeDef

# ByteContentDocUnionTypeDef definition

ByteContentDocUnionTypeDef = Union[
    ByteContentDocTypeDef,  # (1)
    ByteContentDocOutputTypeDef,  # (2)
]

1. See ByteContentDocTypeDef
2. See ByteContentDocOutputTypeDef

EvaluationDatasetMetricConfigUnionTypeDef

# EvaluationDatasetMetricConfigUnionTypeDef definition

EvaluationDatasetMetricConfigUnionTypeDef = Union[
    EvaluationDatasetMetricConfigTypeDef,  # (1)
    EvaluationDatasetMetricConfigOutputTypeDef,  # (2)
]

1. See EvaluationDatasetMetricConfigTypeDef
2. See EvaluationDatasetMetricConfigOutputTypeDef

RetrievalFilterUnionTypeDef

# RetrievalFilterUnionTypeDef definition

RetrievalFilterUnionTypeDef = Union[
    RetrievalFilterTypeDef,  # (1)
    RetrievalFilterOutputTypeDef,  # (2)
]

1. See RetrievalFilterTypeDef
2. See RetrievalFilterOutputTypeDef

SageMakerEndpointUnionTypeDef

# SageMakerEndpointUnionTypeDef definition

SageMakerEndpointUnionTypeDef = Union[
    SageMakerEndpointTypeDef,  # (1)
    SageMakerEndpointOutputTypeDef,  # (2)
]

1. See SageMakerEndpointTypeDef
2. See SageMakerEndpointOutputTypeDef

RequestMetadataFiltersUnionTypeDef

# RequestMetadataFiltersUnionTypeDef definition

RequestMetadataFiltersUnionTypeDef = Union[
    RequestMetadataFiltersTypeDef,  # (1)
    RequestMetadataFiltersOutputTypeDef,  # (2)
]

1. See RequestMetadataFiltersTypeDef
2. See RequestMetadataFiltersOutputTypeDef

KbInferenceConfigUnionTypeDef

# KbInferenceConfigUnionTypeDef definition

KbInferenceConfigUnionTypeDef = Union[
    KbInferenceConfigTypeDef,  # (1)
    KbInferenceConfigOutputTypeDef,  # (2)
]

1. See KbInferenceConfigTypeDef
2. See KbInferenceConfigOutputTypeDef

ExternalSourceUnionTypeDef

# ExternalSourceUnionTypeDef definition

ExternalSourceUnionTypeDef = Union[
    ExternalSourceTypeDef,  # (1)
    ExternalSourceOutputTypeDef,  # (2)
]

1. See ExternalSourceTypeDef
2. See ExternalSourceOutputTypeDef

AutomatedEvaluationConfigUnionTypeDef

# AutomatedEvaluationConfigUnionTypeDef definition

AutomatedEvaluationConfigUnionTypeDef = Union[
    AutomatedEvaluationConfigTypeDef,  # (1)
    AutomatedEvaluationConfigOutputTypeDef,  # (2)
]

1. See AutomatedEvaluationConfigTypeDef
2. See AutomatedEvaluationConfigOutputTypeDef

HumanEvaluationConfigUnionTypeDef

# HumanEvaluationConfigUnionTypeDef definition

HumanEvaluationConfigUnionTypeDef = Union[
    HumanEvaluationConfigTypeDef,  # (1)
    HumanEvaluationConfigOutputTypeDef,  # (2)
]

1. See HumanEvaluationConfigTypeDef
2. See HumanEvaluationConfigOutputTypeDef

KnowledgeBaseVectorSearchConfigurationUnionTypeDef

# KnowledgeBaseVectorSearchConfigurationUnionTypeDef definition

KnowledgeBaseVectorSearchConfigurationUnionTypeDef = Union[
    KnowledgeBaseVectorSearchConfigurationTypeDef,  # (1)
    KnowledgeBaseVectorSearchConfigurationOutputTypeDef,  # (2)
]

1. See KnowledgeBaseVectorSearchConfigurationTypeDef
2. See KnowledgeBaseVectorSearchConfigurationOutputTypeDef

InvocationLogsConfigUnionTypeDef

# InvocationLogsConfigUnionTypeDef definition

InvocationLogsConfigUnionTypeDef = Union[
    InvocationLogsConfigTypeDef,  # (1)
    InvocationLogsConfigOutputTypeDef,  # (2)
]

1. See InvocationLogsConfigTypeDef
2. See InvocationLogsConfigOutputTypeDef

ExternalSourcesGenerationConfigurationUnionTypeDef

# ExternalSourcesGenerationConfigurationUnionTypeDef definition

ExternalSourcesGenerationConfigurationUnionTypeDef = Union[
    ExternalSourcesGenerationConfigurationTypeDef,  # (1)
    ExternalSourcesGenerationConfigurationOutputTypeDef,  # (2)
]

1. See ExternalSourcesGenerationConfigurationTypeDef
2. See ExternalSourcesGenerationConfigurationOutputTypeDef

GenerationConfigurationUnionTypeDef

# GenerationConfigurationUnionTypeDef definition

GenerationConfigurationUnionTypeDef = Union[
    GenerationConfigurationTypeDef,  # (1)
    GenerationConfigurationOutputTypeDef,  # (2)
]

1. See GenerationConfigurationTypeDef
2. See GenerationConfigurationOutputTypeDef

KnowledgeBaseRetrievalConfigurationUnionTypeDef

# KnowledgeBaseRetrievalConfigurationUnionTypeDef definition

KnowledgeBaseRetrievalConfigurationUnionTypeDef = Union[
    KnowledgeBaseRetrievalConfigurationTypeDef,  # (1)
    KnowledgeBaseRetrievalConfigurationOutputTypeDef,  # (2)
]

1. See KnowledgeBaseRetrievalConfigurationTypeDef
2. See KnowledgeBaseRetrievalConfigurationOutputTypeDef

ExternalSourcesRetrieveAndGenerateConfigurationUnionTypeDef

# ExternalSourcesRetrieveAndGenerateConfigurationUnionTypeDef definition

ExternalSourcesRetrieveAndGenerateConfigurationUnionTypeDef = Union[
    ExternalSourcesRetrieveAndGenerateConfigurationTypeDef,  # (1)
    ExternalSourcesRetrieveAndGenerateConfigurationOutputTypeDef,  # (2)
]

1. See ExternalSourcesRetrieveAndGenerateConfigurationTypeDef
2. See ExternalSourcesRetrieveAndGenerateConfigurationOutputTypeDef

KnowledgeBaseRetrieveAndGenerateConfigurationUnionTypeDef

# KnowledgeBaseRetrieveAndGenerateConfigurationUnionTypeDef definition

KnowledgeBaseRetrieveAndGenerateConfigurationUnionTypeDef = Union[
    KnowledgeBaseRetrieveAndGenerateConfigurationTypeDef,  # (1)
    KnowledgeBaseRetrieveAndGenerateConfigurationOutputTypeDef,  # (2)
]

1. See KnowledgeBaseRetrieveAndGenerateConfigurationTypeDef
2. See KnowledgeBaseRetrieveAndGenerateConfigurationOutputTypeDef

RetrieveConfigUnionTypeDef

# RetrieveConfigUnionTypeDef definition

RetrieveConfigUnionTypeDef = Union[
    RetrieveConfigTypeDef,  # (1)
    RetrieveConfigOutputTypeDef,  # (2)
]

1. See RetrieveConfigTypeDef
2. See RetrieveConfigOutputTypeDef

RetrieveAndGenerateConfigurationUnionTypeDef

# RetrieveAndGenerateConfigurationUnionTypeDef definition

RetrieveAndGenerateConfigurationUnionTypeDef = Union[
    RetrieveAndGenerateConfigurationTypeDef,  # (1)
    RetrieveAndGenerateConfigurationOutputTypeDef,  # (2)
]

1. See RetrieveAndGenerateConfigurationTypeDef
2. See RetrieveAndGenerateConfigurationOutputTypeDef

KnowledgeBaseConfigUnionTypeDef

# KnowledgeBaseConfigUnionTypeDef definition

KnowledgeBaseConfigUnionTypeDef = Union[
    KnowledgeBaseConfigTypeDef,  # (1)
    KnowledgeBaseConfigOutputTypeDef,  # (2)
]

1. See KnowledgeBaseConfigTypeDef
2. See KnowledgeBaseConfigOutputTypeDef

RAGConfigUnionTypeDef

# RAGConfigUnionTypeDef definition

RAGConfigUnionTypeDef = Union[
    RAGConfigTypeDef,  # (1)
    RAGConfigOutputTypeDef,  # (2)
]

1. See RAGConfigTypeDef
2. See RAGConfigOutputTypeDef

BatchDeleteEvaluationJobErrorTypeDef

# BatchDeleteEvaluationJobErrorTypeDef definition

class BatchDeleteEvaluationJobErrorTypeDef(TypedDict):
    jobIdentifier: str,
    code: str,
    message: NotRequired[str],

BatchDeleteEvaluationJobItemTypeDef

# BatchDeleteEvaluationJobItemTypeDef definition

class BatchDeleteEvaluationJobItemTypeDef(TypedDict):
    jobIdentifier: str,
    jobStatus: EvaluationJobStatusType,  # (1)

1. See EvaluationJobStatusType

BatchDeleteEvaluationJobRequestRequestTypeDef

# BatchDeleteEvaluationJobRequestRequestTypeDef definition

class BatchDeleteEvaluationJobRequestRequestTypeDef(TypedDict):
    jobIdentifiers: Sequence[str],

ResponseMetadataTypeDef

# ResponseMetadataTypeDef definition

class ResponseMetadataTypeDef(TypedDict):
    RequestId: str,
    HTTPStatusCode: int,
    HTTPHeaders: dict[str, str],
    RetryAttempts: int,
    HostId: NotRequired[str],

BedrockEvaluatorModelTypeDef

# BedrockEvaluatorModelTypeDef definition

class BedrockEvaluatorModelTypeDef(TypedDict):
    modelIdentifier: str,

ByteContentDocOutputTypeDef

# ByteContentDocOutputTypeDef definition

class ByteContentDocOutputTypeDef(TypedDict):
    identifier: str,
    contentType: str,
    data: bytes,

S3ConfigTypeDef

# S3ConfigTypeDef definition

class S3ConfigTypeDef(TypedDict):
    bucketName: str,
    keyPrefix: NotRequired[str],

EvaluationOutputDataConfigTypeDef

# EvaluationOutputDataConfigTypeDef definition

class EvaluationOutputDataConfigTypeDef(TypedDict):
    s3Uri: str,

TagTypeDef

# TagTypeDef definition

class TagTypeDef(TypedDict):
    key: str,
    value: str,

CreateGuardrailVersionRequestRequestTypeDef

# CreateGuardrailVersionRequestRequestTypeDef definition

class CreateGuardrailVersionRequestRequestTypeDef(TypedDict):
    guardrailIdentifier: str,
    description: NotRequired[str],
    clientRequestToken: NotRequired[str],

InferenceProfileModelSourceTypeDef

# InferenceProfileModelSourceTypeDef definition

class InferenceProfileModelSourceTypeDef(TypedDict):
    copyFrom: NotRequired[str],

OutputDataConfigTypeDef

# OutputDataConfigTypeDef definition

class OutputDataConfigTypeDef(TypedDict):
    s3Uri: str,

VpcConfigTypeDef

# VpcConfigTypeDef definition

class VpcConfigTypeDef(TypedDict):
    subnetIds: Sequence[str],
    securityGroupIds: Sequence[str],

CustomModelSummaryTypeDef

# CustomModelSummaryTypeDef definition

class CustomModelSummaryTypeDef(TypedDict):
    modelArn: str,
    modelName: str,
    creationTime: datetime,
    baseModelArn: str,
    baseModelName: str,
    customizationType: NotRequired[CustomizationTypeType],  # (1)
    ownerAccountId: NotRequired[str],

1. See CustomizationTypeType

DeleteCustomModelRequestRequestTypeDef

# DeleteCustomModelRequestRequestTypeDef definition

class DeleteCustomModelRequestRequestTypeDef(TypedDict):
    modelIdentifier: str,

DeleteGuardrailRequestRequestTypeDef

# DeleteGuardrailRequestRequestTypeDef definition

class DeleteGuardrailRequestRequestTypeDef(TypedDict):
    guardrailIdentifier: str,
    guardrailVersion: NotRequired[str],

DeleteImportedModelRequestRequestTypeDef

# DeleteImportedModelRequestRequestTypeDef definition

class DeleteImportedModelRequestRequestTypeDef(TypedDict):
    modelIdentifier: str,

DeleteInferenceProfileRequestRequestTypeDef

# DeleteInferenceProfileRequestRequestTypeDef definition

class DeleteInferenceProfileRequestRequestTypeDef(TypedDict):
    inferenceProfileIdentifier: str,

DeleteMarketplaceModelEndpointRequestRequestTypeDef

# DeleteMarketplaceModelEndpointRequestRequestTypeDef definition

class DeleteMarketplaceModelEndpointRequestRequestTypeDef(TypedDict):
    endpointArn: str,

DeleteProvisionedModelThroughputRequestRequestTypeDef

# DeleteProvisionedModelThroughputRequestRequestTypeDef definition

class DeleteProvisionedModelThroughputRequestRequestTypeDef(TypedDict):
    provisionedModelId: str,

DeregisterMarketplaceModelEndpointRequestRequestTypeDef

# DeregisterMarketplaceModelEndpointRequestRequestTypeDef definition

class DeregisterMarketplaceModelEndpointRequestRequestTypeDef(TypedDict):
    endpointArn: str,

TeacherModelConfigTypeDef

# TeacherModelConfigTypeDef definition

class TeacherModelConfigTypeDef(TypedDict):
    teacherModelIdentifier: str,
    maxResponseLengthForInference: NotRequired[int],

EvaluationBedrockModelTypeDef

# EvaluationBedrockModelTypeDef definition

class EvaluationBedrockModelTypeDef(TypedDict):
    modelIdentifier: str,
    inferenceParams: NotRequired[str],

EvaluationDatasetLocationTypeDef

# EvaluationDatasetLocationTypeDef definition

class EvaluationDatasetLocationTypeDef(TypedDict):
    s3Uri: NotRequired[str],

EvaluationSummaryTypeDef

# EvaluationSummaryTypeDef definition

class EvaluationSummaryTypeDef(TypedDict):
    jobArn: str,
    jobName: str,
    status: EvaluationJobStatusType,  # (1)
    creationTime: datetime,
    jobType: EvaluationJobTypeType,  # (2)
    evaluationTaskTypes: list[EvaluationTaskTypeType],  # (3)
    modelIdentifiers: NotRequired[list[str]],
    ragIdentifiers: NotRequired[list[str]],
    evaluatorModelIdentifiers: NotRequired[list[str]],
    applicationType: NotRequired[ApplicationTypeType],  # (4)

1. See EvaluationJobStatusType
2. See EvaluationJobTypeType
3. See EvaluationTaskTypeType
4. See ApplicationTypeType

S3ObjectDocTypeDef

# S3ObjectDocTypeDef definition

class S3ObjectDocTypeDef(TypedDict):
    uri: str,

GuardrailConfigurationTypeDef

# GuardrailConfigurationTypeDef definition

class GuardrailConfigurationTypeDef(TypedDict):
    guardrailId: str,
    guardrailVersion: str,

PromptTemplateTypeDef

# PromptTemplateTypeDef definition

class PromptTemplateTypeDef(TypedDict):
    textPromptTemplate: NotRequired[str],

FilterAttributeOutputTypeDef

# FilterAttributeOutputTypeDef definition

class FilterAttributeOutputTypeDef(TypedDict):
    key: str,
    value: dict[str, Any],

FilterAttributeTypeDef

# FilterAttributeTypeDef definition

class FilterAttributeTypeDef(TypedDict):
    key: str,
    value: Mapping[str, Any],

FoundationModelLifecycleTypeDef

# FoundationModelLifecycleTypeDef definition

class FoundationModelLifecycleTypeDef(TypedDict):
    status: FoundationModelLifecycleStatusType,  # (1)

1. See FoundationModelLifecycleStatusType

GetCustomModelRequestRequestTypeDef

# GetCustomModelRequestRequestTypeDef definition

class GetCustomModelRequestRequestTypeDef(TypedDict):
    modelIdentifier: str,

TrainingMetricsTypeDef

# TrainingMetricsTypeDef definition

class TrainingMetricsTypeDef(TypedDict):
    trainingLoss: NotRequired[float],

ValidatorMetricTypeDef

# ValidatorMetricTypeDef definition

class ValidatorMetricTypeDef(TypedDict):
    validationLoss: NotRequired[float],

GetEvaluationJobRequestRequestTypeDef

# GetEvaluationJobRequestRequestTypeDef definition

class GetEvaluationJobRequestRequestTypeDef(TypedDict):
    jobIdentifier: str,

GetFoundationModelRequestRequestTypeDef

# GetFoundationModelRequestRequestTypeDef definition

class GetFoundationModelRequestRequestTypeDef(TypedDict):
    modelIdentifier: str,

GetGuardrailRequestRequestTypeDef

# GetGuardrailRequestRequestTypeDef definition

class GetGuardrailRequestRequestTypeDef(TypedDict):
    guardrailIdentifier: str,
    guardrailVersion: NotRequired[str],

GetImportedModelRequestRequestTypeDef

# GetImportedModelRequestRequestTypeDef definition

class GetImportedModelRequestRequestTypeDef(TypedDict):
    modelIdentifier: str,

GetInferenceProfileRequestRequestTypeDef

# GetInferenceProfileRequestRequestTypeDef definition

class GetInferenceProfileRequestRequestTypeDef(TypedDict):
    inferenceProfileIdentifier: str,

InferenceProfileModelTypeDef

# InferenceProfileModelTypeDef definition

class InferenceProfileModelTypeDef(TypedDict):
    modelArn: NotRequired[str],

GetMarketplaceModelEndpointRequestRequestTypeDef

# GetMarketplaceModelEndpointRequestRequestTypeDef definition

class GetMarketplaceModelEndpointRequestRequestTypeDef(TypedDict):
    endpointArn: str,

GetModelCopyJobRequestRequestTypeDef

# GetModelCopyJobRequestRequestTypeDef definition

class GetModelCopyJobRequestRequestTypeDef(TypedDict):
    jobArn: str,

GetModelCustomizationJobRequestRequestTypeDef

# GetModelCustomizationJobRequestRequestTypeDef definition

class GetModelCustomizationJobRequestRequestTypeDef(TypedDict):
    jobIdentifier: str,

VpcConfigOutputTypeDef

# VpcConfigOutputTypeDef definition

class VpcConfigOutputTypeDef(TypedDict):
    subnetIds: list[str],
    securityGroupIds: list[str],

GetModelImportJobRequestRequestTypeDef

# GetModelImportJobRequestRequestTypeDef definition

class GetModelImportJobRequestRequestTypeDef(TypedDict):
    jobIdentifier: str,

GetModelInvocationJobRequestRequestTypeDef

# GetModelInvocationJobRequestRequestTypeDef definition

class GetModelInvocationJobRequestRequestTypeDef(TypedDict):
    jobIdentifier: str,

GetPromptRouterRequestRequestTypeDef

# GetPromptRouterRequestRequestTypeDef definition

class GetPromptRouterRequestRequestTypeDef(TypedDict):
    promptRouterArn: str,

PromptRouterTargetModelTypeDef

# PromptRouterTargetModelTypeDef definition

class PromptRouterTargetModelTypeDef(TypedDict):
    modelArn: NotRequired[str],

RoutingCriteriaTypeDef

# RoutingCriteriaTypeDef definition

class RoutingCriteriaTypeDef(TypedDict):
    responseQualityDifference: float,

GetProvisionedModelThroughputRequestRequestTypeDef

# GetProvisionedModelThroughputRequestRequestTypeDef definition

class GetProvisionedModelThroughputRequestRequestTypeDef(TypedDict):
    provisionedModelId: str,

GuardrailContentFilterConfigTypeDef

# GuardrailContentFilterConfigTypeDef definition

class GuardrailContentFilterConfigTypeDef(TypedDict):
    type: GuardrailContentFilterTypeType,  # (1)
    inputStrength: GuardrailFilterStrengthType,  # (2)
    outputStrength: GuardrailFilterStrengthType,  # (2)
    inputModalities: NotRequired[Sequence[GuardrailModalityType]],  # (4)
    outputModalities: NotRequired[Sequence[GuardrailModalityType]],  # (4)

1. See GuardrailContentFilterTypeType
2. See GuardrailFilterStrengthType
3. See GuardrailFilterStrengthType
4. See GuardrailModalityType
5. See GuardrailModalityType

GuardrailContentFilterTypeDef

# GuardrailContentFilterTypeDef definition

class GuardrailContentFilterTypeDef(TypedDict):
    type: GuardrailContentFilterTypeType,  # (1)
    inputStrength: GuardrailFilterStrengthType,  # (2)
    outputStrength: GuardrailFilterStrengthType,  # (2)
    inputModalities: NotRequired[list[GuardrailModalityType]],  # (4)
    outputModalities: NotRequired[list[GuardrailModalityType]],  # (4)

1. See GuardrailContentFilterTypeType
2. See GuardrailFilterStrengthType
3. See GuardrailFilterStrengthType
4. See GuardrailModalityType
5. See GuardrailModalityType

GuardrailContextualGroundingFilterConfigTypeDef

# GuardrailContextualGroundingFilterConfigTypeDef definition

class GuardrailContextualGroundingFilterConfigTypeDef(TypedDict):
    type: GuardrailContextualGroundingFilterTypeType,  # (1)
    threshold: float,

1. See GuardrailContextualGroundingFilterTypeType

GuardrailContextualGroundingFilterTypeDef

# GuardrailContextualGroundingFilterTypeDef definition

class GuardrailContextualGroundingFilterTypeDef(TypedDict):
    type: GuardrailContextualGroundingFilterTypeType,  # (1)
    threshold: float,

1. See GuardrailContextualGroundingFilterTypeType

GuardrailManagedWordsConfigTypeDef

# GuardrailManagedWordsConfigTypeDef definition

class GuardrailManagedWordsConfigTypeDef(TypedDict):
    type: GuardrailManagedWordsTypeType,  # (1)

1. See GuardrailManagedWordsTypeType

GuardrailManagedWordsTypeDef

# GuardrailManagedWordsTypeDef definition

class GuardrailManagedWordsTypeDef(TypedDict):
    type: GuardrailManagedWordsTypeType,  # (1)

1. See GuardrailManagedWordsTypeType

GuardrailPiiEntityConfigTypeDef

# GuardrailPiiEntityConfigTypeDef definition

class GuardrailPiiEntityConfigTypeDef(TypedDict):
    type: GuardrailPiiEntityTypeType,  # (1)
    action: GuardrailSensitiveInformationActionType,  # (2)

1. See GuardrailPiiEntityTypeType
2. See GuardrailSensitiveInformationActionType

GuardrailPiiEntityTypeDef

# GuardrailPiiEntityTypeDef definition

class GuardrailPiiEntityTypeDef(TypedDict):
    type: GuardrailPiiEntityTypeType,  # (1)
    action: GuardrailSensitiveInformationActionType,  # (2)

1. See GuardrailPiiEntityTypeType
2. See GuardrailSensitiveInformationActionType

GuardrailRegexConfigTypeDef

# GuardrailRegexConfigTypeDef definition

class GuardrailRegexConfigTypeDef(TypedDict):
    name: str,
    pattern: str,
    action: GuardrailSensitiveInformationActionType,  # (1)
    description: NotRequired[str],

1. See GuardrailSensitiveInformationActionType

GuardrailRegexTypeDef

# GuardrailRegexTypeDef definition

class GuardrailRegexTypeDef(TypedDict):
    name: str,
    pattern: str,
    action: GuardrailSensitiveInformationActionType,  # (1)
    description: NotRequired[str],

1. See GuardrailSensitiveInformationActionType

GuardrailSummaryTypeDef

# GuardrailSummaryTypeDef definition

class GuardrailSummaryTypeDef(TypedDict):
    id: str,
    arn: str,
    status: GuardrailStatusType,  # (1)
    name: str,
    version: str,
    createdAt: datetime,
    updatedAt: datetime,
    description: NotRequired[str],

1. See GuardrailStatusType

GuardrailTopicConfigTypeDef

# GuardrailTopicConfigTypeDef definition

class GuardrailTopicConfigTypeDef(TypedDict):
    name: str,
    definition: str,
    type: GuardrailTopicTypeType,  # (1)
    examples: NotRequired[Sequence[str]],

1. See GuardrailTopicTypeType

GuardrailTopicTypeDef

# GuardrailTopicTypeDef definition

class GuardrailTopicTypeDef(TypedDict):
    name: str,
    definition: str,
    examples: NotRequired[list[str]],
    type: NotRequired[GuardrailTopicTypeType],  # (1)

1. See GuardrailTopicTypeType

GuardrailWordConfigTypeDef

# GuardrailWordConfigTypeDef definition

class GuardrailWordConfigTypeDef(TypedDict):
    text: str,

GuardrailWordTypeDef

# GuardrailWordTypeDef definition

class GuardrailWordTypeDef(TypedDict):
    text: str,

HumanEvaluationCustomMetricTypeDef

# HumanEvaluationCustomMetricTypeDef definition

class HumanEvaluationCustomMetricTypeDef(TypedDict):
    name: str,
    ratingMethod: str,
    description: NotRequired[str],

HumanWorkflowConfigTypeDef

# HumanWorkflowConfigTypeDef definition

class HumanWorkflowConfigTypeDef(TypedDict):
    flowDefinitionArn: str,
    instructions: NotRequired[str],

ImportedModelSummaryTypeDef

# ImportedModelSummaryTypeDef definition

class ImportedModelSummaryTypeDef(TypedDict):
    modelArn: str,
    modelName: str,
    creationTime: datetime,
    instructSupported: NotRequired[bool],
    modelArchitecture: NotRequired[str],

InvocationLogSourceTypeDef

# InvocationLogSourceTypeDef definition

class InvocationLogSourceTypeDef(TypedDict):
    s3Uri: NotRequired[str],

TextInferenceConfigOutputTypeDef

# TextInferenceConfigOutputTypeDef definition

class TextInferenceConfigOutputTypeDef(TypedDict):
    temperature: NotRequired[float],
    topP: NotRequired[float],
    maxTokens: NotRequired[int],
    stopSequences: NotRequired[list[str]],

PaginatorConfigTypeDef

# PaginatorConfigTypeDef definition

class PaginatorConfigTypeDef(TypedDict):
    MaxItems: NotRequired[int],
    PageSize: NotRequired[int],
    StartingToken: NotRequired[str],

ListFoundationModelsRequestRequestTypeDef

# ListFoundationModelsRequestRequestTypeDef definition

class ListFoundationModelsRequestRequestTypeDef(TypedDict):
    byProvider: NotRequired[str],
    byCustomizationType: NotRequired[ModelCustomizationType],  # (1)
    byOutputModality: NotRequired[ModelModalityType],  # (2)
    byInferenceType: NotRequired[InferenceTypeType],  # (3)

1. See ModelCustomizationType
2. See ModelModalityType
3. See InferenceTypeType

ListGuardrailsRequestRequestTypeDef

# ListGuardrailsRequestRequestTypeDef definition

class ListGuardrailsRequestRequestTypeDef(TypedDict):
    guardrailIdentifier: NotRequired[str],
    maxResults: NotRequired[int],
    nextToken: NotRequired[str],

ListInferenceProfilesRequestRequestTypeDef

# ListInferenceProfilesRequestRequestTypeDef definition

class ListInferenceProfilesRequestRequestTypeDef(TypedDict):
    maxResults: NotRequired[int],
    nextToken: NotRequired[str],
    typeEquals: NotRequired[InferenceProfileTypeType],  # (1)

1. See InferenceProfileTypeType

ListMarketplaceModelEndpointsRequestRequestTypeDef

# ListMarketplaceModelEndpointsRequestRequestTypeDef definition

class ListMarketplaceModelEndpointsRequestRequestTypeDef(TypedDict):
    maxResults: NotRequired[int],
    nextToken: NotRequired[str],
    modelSourceEquals: NotRequired[str],

MarketplaceModelEndpointSummaryTypeDef

# MarketplaceModelEndpointSummaryTypeDef definition

class MarketplaceModelEndpointSummaryTypeDef(TypedDict):
    endpointArn: str,
    modelSourceIdentifier: str,
    createdAt: datetime,
    updatedAt: datetime,
    status: NotRequired[StatusType],  # (1)
    statusMessage: NotRequired[str],

1. See StatusType

ModelCustomizationJobSummaryTypeDef

# ModelCustomizationJobSummaryTypeDef definition

class ModelCustomizationJobSummaryTypeDef(TypedDict):
    jobArn: str,
    baseModelArn: str,
    jobName: str,
    status: ModelCustomizationJobStatusType,  # (1)
    creationTime: datetime,
    lastModifiedTime: NotRequired[datetime],
    endTime: NotRequired[datetime],
    customModelArn: NotRequired[str],
    customModelName: NotRequired[str],
    customizationType: NotRequired[CustomizationTypeType],  # (2)

1. See ModelCustomizationJobStatusType
2. See CustomizationTypeType

ModelImportJobSummaryTypeDef

# ModelImportJobSummaryTypeDef definition

class ModelImportJobSummaryTypeDef(TypedDict):
    jobArn: str,
    jobName: str,
    status: ModelImportJobStatusType,  # (1)
    creationTime: datetime,
    lastModifiedTime: NotRequired[datetime],
    endTime: NotRequired[datetime],
    importedModelArn: NotRequired[str],
    importedModelName: NotRequired[str],

1. See ModelImportJobStatusType

ListPromptRoutersRequestRequestTypeDef

# ListPromptRoutersRequestRequestTypeDef definition

class ListPromptRoutersRequestRequestTypeDef(TypedDict):
    maxResults: NotRequired[int],
    nextToken: NotRequired[str],

ProvisionedModelSummaryTypeDef

# ProvisionedModelSummaryTypeDef definition

class ProvisionedModelSummaryTypeDef(TypedDict):
    provisionedModelName: str,
    provisionedModelArn: str,
    modelArn: str,
    desiredModelArn: str,
    foundationModelArn: str,
    modelUnits: int,
    desiredModelUnits: int,
    status: ProvisionedModelStatusType,  # (1)
    creationTime: datetime,
    lastModifiedTime: datetime,
    commitmentDuration: NotRequired[CommitmentDurationType],  # (2)
    commitmentExpirationTime: NotRequired[datetime],

1. See ProvisionedModelStatusType
2. See CommitmentDurationType

ListTagsForResourceRequestRequestTypeDef

# ListTagsForResourceRequestRequestTypeDef definition

class ListTagsForResourceRequestRequestTypeDef(TypedDict):
    resourceARN: str,

S3DataSourceTypeDef

# S3DataSourceTypeDef definition

class S3DataSourceTypeDef(TypedDict):
    s3Uri: str,

ModelInvocationJobS3InputDataConfigTypeDef

# ModelInvocationJobS3InputDataConfigTypeDef definition

class ModelInvocationJobS3InputDataConfigTypeDef(TypedDict):
    s3Uri: str,
    s3InputFormat: NotRequired[S3InputFormatType],  # (1)
    s3BucketOwner: NotRequired[str],

1. See S3InputFormatType

ModelInvocationJobS3OutputDataConfigTypeDef

# ModelInvocationJobS3OutputDataConfigTypeDef definition

class ModelInvocationJobS3OutputDataConfigTypeDef(TypedDict):
    s3Uri: str,
    s3EncryptionKeyId: NotRequired[str],
    s3BucketOwner: NotRequired[str],

QueryTransformationConfigurationTypeDef

# QueryTransformationConfigurationTypeDef definition

class QueryTransformationConfigurationTypeDef(TypedDict):
    type: QueryTransformationTypeType,  # (1)

1. See QueryTransformationTypeType

RegisterMarketplaceModelEndpointRequestRequestTypeDef

# RegisterMarketplaceModelEndpointRequestRequestTypeDef definition

class RegisterMarketplaceModelEndpointRequestRequestTypeDef(TypedDict):
    endpointIdentifier: str,
    modelSourceIdentifier: str,

RequestMetadataBaseFiltersOutputTypeDef

# RequestMetadataBaseFiltersOutputTypeDef definition

class RequestMetadataBaseFiltersOutputTypeDef(TypedDict):
    equals: NotRequired[dict[str, str]],
    notEquals: NotRequired[dict[str, str]],

RequestMetadataBaseFiltersTypeDef

# RequestMetadataBaseFiltersTypeDef definition

class RequestMetadataBaseFiltersTypeDef(TypedDict):
    equals: NotRequired[Mapping[str, str]],
    notEquals: NotRequired[Mapping[str, str]],

StopEvaluationJobRequestRequestTypeDef

# StopEvaluationJobRequestRequestTypeDef definition

class StopEvaluationJobRequestRequestTypeDef(TypedDict):
    jobIdentifier: str,

StopModelCustomizationJobRequestRequestTypeDef

# StopModelCustomizationJobRequestRequestTypeDef definition

class StopModelCustomizationJobRequestRequestTypeDef(TypedDict):
    jobIdentifier: str,

StopModelInvocationJobRequestRequestTypeDef

# StopModelInvocationJobRequestRequestTypeDef definition

class StopModelInvocationJobRequestRequestTypeDef(TypedDict):
    jobIdentifier: str,

TextInferenceConfigTypeDef

# TextInferenceConfigTypeDef definition

class TextInferenceConfigTypeDef(TypedDict):
    temperature: NotRequired[float],
    topP: NotRequired[float],
    maxTokens: NotRequired[int],
    stopSequences: NotRequired[Sequence[str]],

UntagResourceRequestRequestTypeDef

# UntagResourceRequestRequestTypeDef definition

class UntagResourceRequestRequestTypeDef(TypedDict):
    resourceARN: str,
    tagKeys: Sequence[str],

UpdateProvisionedModelThroughputRequestRequestTypeDef

# UpdateProvisionedModelThroughputRequestRequestTypeDef definition

class UpdateProvisionedModelThroughputRequestRequestTypeDef(TypedDict):
    provisionedModelId: str,
    desiredProvisionedModelName: NotRequired[str],
    desiredModelId: NotRequired[str],

ValidatorTypeDef

# ValidatorTypeDef definition

class ValidatorTypeDef(TypedDict):
    s3Uri: str,

BatchDeleteEvaluationJobResponseTypeDef

# BatchDeleteEvaluationJobResponseTypeDef definition

class BatchDeleteEvaluationJobResponseTypeDef(TypedDict):
    errors: list[BatchDeleteEvaluationJobErrorTypeDef],  # (1)
    evaluationJobs: list[BatchDeleteEvaluationJobItemTypeDef],  # (2)
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)

1. See BatchDeleteEvaluationJobErrorTypeDef
2. See BatchDeleteEvaluationJobItemTypeDef
3. See ResponseMetadataTypeDef

CreateEvaluationJobResponseTypeDef

# CreateEvaluationJobResponseTypeDef definition

class CreateEvaluationJobResponseTypeDef(TypedDict):
    jobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateGuardrailResponseTypeDef

# CreateGuardrailResponseTypeDef definition

class CreateGuardrailResponseTypeDef(TypedDict):
    guardrailId: str,
    guardrailArn: str,
    version: str,
    createdAt: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateGuardrailVersionResponseTypeDef

# CreateGuardrailVersionResponseTypeDef definition

class CreateGuardrailVersionResponseTypeDef(TypedDict):
    guardrailId: str,
    version: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateInferenceProfileResponseTypeDef

# CreateInferenceProfileResponseTypeDef definition

class CreateInferenceProfileResponseTypeDef(TypedDict):
    inferenceProfileArn: str,
    status: InferenceProfileStatusType,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See InferenceProfileStatusType
2. See ResponseMetadataTypeDef

CreateModelCopyJobResponseTypeDef

# CreateModelCopyJobResponseTypeDef definition

class CreateModelCopyJobResponseTypeDef(TypedDict):
    jobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateModelCustomizationJobResponseTypeDef

# CreateModelCustomizationJobResponseTypeDef definition

class CreateModelCustomizationJobResponseTypeDef(TypedDict):
    jobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateModelImportJobResponseTypeDef

# CreateModelImportJobResponseTypeDef definition

class CreateModelImportJobResponseTypeDef(TypedDict):
    jobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateModelInvocationJobResponseTypeDef

# CreateModelInvocationJobResponseTypeDef definition

class CreateModelInvocationJobResponseTypeDef(TypedDict):
    jobArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

CreateProvisionedModelThroughputResponseTypeDef

# CreateProvisionedModelThroughputResponseTypeDef definition

class CreateProvisionedModelThroughputResponseTypeDef(TypedDict):
    provisionedModelArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

GetProvisionedModelThroughputResponseTypeDef

# GetProvisionedModelThroughputResponseTypeDef definition

class GetProvisionedModelThroughputResponseTypeDef(TypedDict):
    modelUnits: int,
    desiredModelUnits: int,
    provisionedModelName: str,
    provisionedModelArn: str,
    modelArn: str,
    desiredModelArn: str,
    foundationModelArn: str,
    status: ProvisionedModelStatusType,  # (1)
    creationTime: datetime,
    lastModifiedTime: datetime,
    failureMessage: str,
    commitmentDuration: CommitmentDurationType,  # (2)
    commitmentExpirationTime: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)

1. See ProvisionedModelStatusType
2. See CommitmentDurationType
3. See ResponseMetadataTypeDef

UpdateGuardrailResponseTypeDef

# UpdateGuardrailResponseTypeDef definition

class UpdateGuardrailResponseTypeDef(TypedDict):
    guardrailId: str,
    guardrailArn: str,
    version: str,
    updatedAt: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (1)

1. See ResponseMetadataTypeDef

EvaluatorModelConfigOutputTypeDef

# EvaluatorModelConfigOutputTypeDef definition

class EvaluatorModelConfigOutputTypeDef(TypedDict):
    bedrockEvaluatorModels: NotRequired[list[BedrockEvaluatorModelTypeDef]],  # (1)

1. See BedrockEvaluatorModelTypeDef

EvaluatorModelConfigTypeDef

# EvaluatorModelConfigTypeDef definition

class EvaluatorModelConfigTypeDef(TypedDict):
    bedrockEvaluatorModels: NotRequired[Sequence[BedrockEvaluatorModelTypeDef]],  # (1)

1. See BedrockEvaluatorModelTypeDef

ByteContentDocTypeDef

# ByteContentDocTypeDef definition

class ByteContentDocTypeDef(TypedDict):
    identifier: str,
    contentType: str,
    data: BlobTypeDef,

CloudWatchConfigTypeDef

# CloudWatchConfigTypeDef definition

class CloudWatchConfigTypeDef(TypedDict):
    logGroupName: str,
    roleArn: str,
    largeDataDeliveryS3Config: NotRequired[S3ConfigTypeDef],  # (1)

1. See S3ConfigTypeDef

CreateModelCopyJobRequestRequestTypeDef

# CreateModelCopyJobRequestRequestTypeDef definition

class CreateModelCopyJobRequestRequestTypeDef(TypedDict):
    sourceModelArn: str,
    targetModelName: str,
    modelKmsKeyId: NotRequired[str],
    targetModelTags: NotRequired[Sequence[TagTypeDef]],  # (1)
    clientRequestToken: NotRequired[str],

1. See TagTypeDef

CreateProvisionedModelThroughputRequestRequestTypeDef

# CreateProvisionedModelThroughputRequestRequestTypeDef definition

class CreateProvisionedModelThroughputRequestRequestTypeDef(TypedDict):
    modelUnits: int,
    provisionedModelName: str,
    modelId: str,
    clientRequestToken: NotRequired[str],
    commitmentDuration: NotRequired[CommitmentDurationType],  # (1)
    tags: NotRequired[Sequence[TagTypeDef]],  # (2)

1. See CommitmentDurationType
2. See TagTypeDef

GetModelCopyJobResponseTypeDef

# GetModelCopyJobResponseTypeDef definition

class GetModelCopyJobResponseTypeDef(TypedDict):
    jobArn: str,
    status: ModelCopyJobStatusType,  # (1)
    creationTime: datetime,
    targetModelArn: str,
    targetModelName: str,
    sourceAccountId: str,
    sourceModelArn: str,
    targetModelKmsKeyArn: str,
    targetModelTags: list[TagTypeDef],  # (2)
    failureMessage: str,
    sourceModelName: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (3)

1. See ModelCopyJobStatusType
2. See TagTypeDef
3. See ResponseMetadataTypeDef

ListTagsForResourceResponseTypeDef

# ListTagsForResourceResponseTypeDef definition

class ListTagsForResourceResponseTypeDef(TypedDict):
    tags: list[TagTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See TagTypeDef
2. See ResponseMetadataTypeDef

ModelCopyJobSummaryTypeDef

# ModelCopyJobSummaryTypeDef definition

class ModelCopyJobSummaryTypeDef(TypedDict):
    jobArn: str,
    status: ModelCopyJobStatusType,  # (1)
    creationTime: datetime,
    targetModelArn: str,
    sourceAccountId: str,
    sourceModelArn: str,
    targetModelName: NotRequired[str],
    targetModelKmsKeyArn: NotRequired[str],
    targetModelTags: NotRequired[list[TagTypeDef]],  # (2)
    failureMessage: NotRequired[str],
    sourceModelName: NotRequired[str],

1. See ModelCopyJobStatusType
2. See TagTypeDef

TagResourceRequestRequestTypeDef

# TagResourceRequestRequestTypeDef definition

class TagResourceRequestRequestTypeDef(TypedDict):
    resourceARN: str,
    tags: Sequence[TagTypeDef],  # (1)

1. See TagTypeDef

CreateInferenceProfileRequestRequestTypeDef

# CreateInferenceProfileRequestRequestTypeDef definition

class CreateInferenceProfileRequestRequestTypeDef(TypedDict):
    inferenceProfileName: str,
    modelSource: InferenceProfileModelSourceTypeDef,  # (1)
    description: NotRequired[str],
    clientRequestToken: NotRequired[str],
    tags: NotRequired[Sequence[TagTypeDef]],  # (2)

1. See InferenceProfileModelSourceTypeDef
2. See TagTypeDef

ListCustomModelsResponseTypeDef

# ListCustomModelsResponseTypeDef definition

class ListCustomModelsResponseTypeDef(TypedDict):
    modelSummaries: list[CustomModelSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    nextToken: NotRequired[str],

1. See CustomModelSummaryTypeDef
2. See ResponseMetadataTypeDef

DistillationConfigTypeDef

# DistillationConfigTypeDef definition

class DistillationConfigTypeDef(TypedDict):
    teacherModelConfig: TeacherModelConfigTypeDef,  # (1)

1. See TeacherModelConfigTypeDef

EvaluationModelConfigTypeDef

# EvaluationModelConfigTypeDef definition

class EvaluationModelConfigTypeDef(TypedDict):
    bedrockModel: NotRequired[EvaluationBedrockModelTypeDef],  # (1)

1. See EvaluationBedrockModelTypeDef

EvaluationDatasetTypeDef

# EvaluationDatasetTypeDef definition

class EvaluationDatasetTypeDef(TypedDict):
    name: str,
    datasetLocation: NotRequired[EvaluationDatasetLocationTypeDef],  # (1)

1. See EvaluationDatasetLocationTypeDef

ListEvaluationJobsResponseTypeDef

# ListEvaluationJobsResponseTypeDef definition

class ListEvaluationJobsResponseTypeDef(TypedDict):
    jobSummaries: list[EvaluationSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    nextToken: NotRequired[str],

1. See EvaluationSummaryTypeDef
2. See ResponseMetadataTypeDef

ExternalSourceOutputTypeDef

# ExternalSourceOutputTypeDef definition

class ExternalSourceOutputTypeDef(TypedDict):
    sourceType: ExternalSourceTypeType,  # (1)
    s3Location: NotRequired[S3ObjectDocTypeDef],  # (2)
    byteContent: NotRequired[ByteContentDocOutputTypeDef],  # (3)

1. See ExternalSourceTypeType
2. See S3ObjectDocTypeDef
3. See ByteContentDocOutputTypeDef

RetrievalFilterOutputTypeDef

# RetrievalFilterOutputTypeDef definition

class RetrievalFilterOutputTypeDef(TypedDict):
    equals: NotRequired[FilterAttributeOutputTypeDef],  # (1)
    notEquals: NotRequired[FilterAttributeOutputTypeDef],  # (1)
    greaterThan: NotRequired[FilterAttributeOutputTypeDef],  # (1)
    greaterThanOrEquals: NotRequired[FilterAttributeOutputTypeDef],  # (1)
    lessThan: NotRequired[FilterAttributeOutputTypeDef],  # (1)
    lessThanOrEquals: NotRequired[FilterAttributeOutputTypeDef],  # (1)
    in: NotRequired[FilterAttributeOutputTypeDef],  # (1)
    notIn: NotRequired[FilterAttributeOutputTypeDef],  # (1)
    startsWith: NotRequired[FilterAttributeOutputTypeDef],  # (1)
    listContains: NotRequired[FilterAttributeOutputTypeDef],  # (1)
    stringContains: NotRequired[FilterAttributeOutputTypeDef],  # (1)
    andAll: NotRequired[list[dict[str, Any]]],
    orAll: NotRequired[list[dict[str, Any]]],

1. See FilterAttributeOutputTypeDef
2. See FilterAttributeOutputTypeDef
3. See FilterAttributeOutputTypeDef
4. See FilterAttributeOutputTypeDef
5. See FilterAttributeOutputTypeDef
6. See FilterAttributeOutputTypeDef
7. See FilterAttributeOutputTypeDef
8. See FilterAttributeOutputTypeDef
9. See FilterAttributeOutputTypeDef
10. See FilterAttributeOutputTypeDef
11. See FilterAttributeOutputTypeDef

FoundationModelDetailsTypeDef

# FoundationModelDetailsTypeDef definition

class FoundationModelDetailsTypeDef(TypedDict):
    modelArn: str,
    modelId: str,
    modelName: NotRequired[str],
    providerName: NotRequired[str],
    inputModalities: NotRequired[list[ModelModalityType]],  # (1)
    outputModalities: NotRequired[list[ModelModalityType]],  # (1)
    responseStreamingSupported: NotRequired[bool],
    customizationsSupported: NotRequired[list[ModelCustomizationType]],  # (3)
    inferenceTypesSupported: NotRequired[list[InferenceTypeType]],  # (4)
    modelLifecycle: NotRequired[FoundationModelLifecycleTypeDef],  # (5)

1. See ModelModalityType
2. See ModelModalityType
3. See ModelCustomizationType
4. See InferenceTypeType
5. See FoundationModelLifecycleTypeDef

FoundationModelSummaryTypeDef

# FoundationModelSummaryTypeDef definition

class FoundationModelSummaryTypeDef(TypedDict):
    modelArn: str,
    modelId: str,
    modelName: NotRequired[str],
    providerName: NotRequired[str],
    inputModalities: NotRequired[list[ModelModalityType]],  # (1)
    outputModalities: NotRequired[list[ModelModalityType]],  # (1)
    responseStreamingSupported: NotRequired[bool],
    customizationsSupported: NotRequired[list[ModelCustomizationType]],  # (3)
    inferenceTypesSupported: NotRequired[list[InferenceTypeType]],  # (4)
    modelLifecycle: NotRequired[FoundationModelLifecycleTypeDef],  # (5)

1. See ModelModalityType
2. See ModelModalityType
3. See ModelCustomizationType
4. See InferenceTypeType
5. See FoundationModelLifecycleTypeDef

GetInferenceProfileResponseTypeDef

# GetInferenceProfileResponseTypeDef definition

class GetInferenceProfileResponseTypeDef(TypedDict):
    inferenceProfileName: str,
    description: str,
    createdAt: datetime,
    updatedAt: datetime,
    inferenceProfileArn: str,
    models: list[InferenceProfileModelTypeDef],  # (1)
    inferenceProfileId: str,
    status: InferenceProfileStatusType,  # (2)
    type: InferenceProfileTypeType,  # (3)
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)

1. See InferenceProfileModelTypeDef
2. See InferenceProfileStatusType
3. See InferenceProfileTypeType
4. See ResponseMetadataTypeDef

InferenceProfileSummaryTypeDef

# InferenceProfileSummaryTypeDef definition

class InferenceProfileSummaryTypeDef(TypedDict):
    inferenceProfileName: str,
    inferenceProfileArn: str,
    models: list[InferenceProfileModelTypeDef],  # (1)
    inferenceProfileId: str,
    status: InferenceProfileStatusType,  # (2)
    type: InferenceProfileTypeType,  # (3)
    description: NotRequired[str],
    createdAt: NotRequired[datetime],
    updatedAt: NotRequired[datetime],

1. See InferenceProfileModelTypeDef
2. See InferenceProfileStatusType
3. See InferenceProfileTypeType

SageMakerEndpointOutputTypeDef

# SageMakerEndpointOutputTypeDef definition

class SageMakerEndpointOutputTypeDef(TypedDict):
    initialInstanceCount: int,
    instanceType: str,
    executionRole: str,
    kmsEncryptionKey: NotRequired[str],
    vpc: NotRequired[VpcConfigOutputTypeDef],  # (1)

1. See VpcConfigOutputTypeDef

GetPromptRouterResponseTypeDef

# GetPromptRouterResponseTypeDef definition

class GetPromptRouterResponseTypeDef(TypedDict):
    promptRouterName: str,
    routingCriteria: RoutingCriteriaTypeDef,  # (1)
    description: str,
    createdAt: datetime,
    updatedAt: datetime,
    promptRouterArn: str,
    models: list[PromptRouterTargetModelTypeDef],  # (2)
    fallbackModel: PromptRouterTargetModelTypeDef,  # (3)
    status: PromptRouterStatusType,  # (4)
    type: PromptRouterTypeType,  # (5)
    ResponseMetadata: ResponseMetadataTypeDef,  # (6)

1. See RoutingCriteriaTypeDef
2. See PromptRouterTargetModelTypeDef
3. See PromptRouterTargetModelTypeDef
4. See PromptRouterStatusType
5. See PromptRouterTypeType
6. See ResponseMetadataTypeDef

PromptRouterSummaryTypeDef

# PromptRouterSummaryTypeDef definition

class PromptRouterSummaryTypeDef(TypedDict):
    promptRouterName: str,
    routingCriteria: RoutingCriteriaTypeDef,  # (1)
    promptRouterArn: str,
    models: list[PromptRouterTargetModelTypeDef],  # (2)
    fallbackModel: PromptRouterTargetModelTypeDef,  # (3)
    status: PromptRouterStatusType,  # (4)
    type: PromptRouterTypeType,  # (5)
    description: NotRequired[str],
    createdAt: NotRequired[datetime],
    updatedAt: NotRequired[datetime],

1. See RoutingCriteriaTypeDef
2. See PromptRouterTargetModelTypeDef
3. See PromptRouterTargetModelTypeDef
4. See PromptRouterStatusType
5. See PromptRouterTypeType

GuardrailContentPolicyConfigTypeDef

# GuardrailContentPolicyConfigTypeDef definition

class GuardrailContentPolicyConfigTypeDef(TypedDict):
    filtersConfig: Sequence[GuardrailContentFilterConfigTypeDef],  # (1)

1. See GuardrailContentFilterConfigTypeDef

GuardrailContentPolicyTypeDef

# GuardrailContentPolicyTypeDef definition

class GuardrailContentPolicyTypeDef(TypedDict):
    filters: NotRequired[list[GuardrailContentFilterTypeDef]],  # (1)

1. See GuardrailContentFilterTypeDef

GuardrailContextualGroundingPolicyConfigTypeDef

# GuardrailContextualGroundingPolicyConfigTypeDef definition

class GuardrailContextualGroundingPolicyConfigTypeDef(TypedDict):
    filtersConfig: Sequence[GuardrailContextualGroundingFilterConfigTypeDef],  # (1)

1. See GuardrailContextualGroundingFilterConfigTypeDef

GuardrailContextualGroundingPolicyTypeDef

# GuardrailContextualGroundingPolicyTypeDef definition

class GuardrailContextualGroundingPolicyTypeDef(TypedDict):
    filters: list[GuardrailContextualGroundingFilterTypeDef],  # (1)

1. See GuardrailContextualGroundingFilterTypeDef

GuardrailSensitiveInformationPolicyConfigTypeDef

# GuardrailSensitiveInformationPolicyConfigTypeDef definition

class GuardrailSensitiveInformationPolicyConfigTypeDef(TypedDict):
    piiEntitiesConfig: NotRequired[Sequence[GuardrailPiiEntityConfigTypeDef]],  # (1)
    regexesConfig: NotRequired[Sequence[GuardrailRegexConfigTypeDef]],  # (2)

1. See GuardrailPiiEntityConfigTypeDef
2. See GuardrailRegexConfigTypeDef

GuardrailSensitiveInformationPolicyTypeDef

# GuardrailSensitiveInformationPolicyTypeDef definition

class GuardrailSensitiveInformationPolicyTypeDef(TypedDict):
    piiEntities: NotRequired[list[GuardrailPiiEntityTypeDef]],  # (1)
    regexes: NotRequired[list[GuardrailRegexTypeDef]],  # (2)

1. See GuardrailPiiEntityTypeDef
2. See GuardrailRegexTypeDef

ListGuardrailsResponseTypeDef

# ListGuardrailsResponseTypeDef definition

class ListGuardrailsResponseTypeDef(TypedDict):
    guardrails: list[GuardrailSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    nextToken: NotRequired[str],

1. See GuardrailSummaryTypeDef
2. See ResponseMetadataTypeDef

GuardrailTopicPolicyConfigTypeDef

# GuardrailTopicPolicyConfigTypeDef definition

class GuardrailTopicPolicyConfigTypeDef(TypedDict):
    topicsConfig: Sequence[GuardrailTopicConfigTypeDef],  # (1)

1. See GuardrailTopicConfigTypeDef

GuardrailTopicPolicyTypeDef

# GuardrailTopicPolicyTypeDef definition

class GuardrailTopicPolicyTypeDef(TypedDict):
    topics: list[GuardrailTopicTypeDef],  # (1)

1. See GuardrailTopicTypeDef

GuardrailWordPolicyConfigTypeDef

# GuardrailWordPolicyConfigTypeDef definition

class GuardrailWordPolicyConfigTypeDef(TypedDict):
    wordsConfig: NotRequired[Sequence[GuardrailWordConfigTypeDef]],  # (1)
    managedWordListsConfig: NotRequired[Sequence[GuardrailManagedWordsConfigTypeDef]],  # (2)

1. See GuardrailWordConfigTypeDef
2. See GuardrailManagedWordsConfigTypeDef

GuardrailWordPolicyTypeDef

# GuardrailWordPolicyTypeDef definition

class GuardrailWordPolicyTypeDef(TypedDict):
    words: NotRequired[list[GuardrailWordTypeDef]],  # (1)
    managedWordLists: NotRequired[list[GuardrailManagedWordsTypeDef]],  # (2)

1. See GuardrailWordTypeDef
2. See GuardrailManagedWordsTypeDef

ListImportedModelsResponseTypeDef

# ListImportedModelsResponseTypeDef definition

class ListImportedModelsResponseTypeDef(TypedDict):
    modelSummaries: list[ImportedModelSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    nextToken: NotRequired[str],

1. See ImportedModelSummaryTypeDef
2. See ResponseMetadataTypeDef

KbInferenceConfigOutputTypeDef

# KbInferenceConfigOutputTypeDef definition

class KbInferenceConfigOutputTypeDef(TypedDict):
    textInferenceConfig: NotRequired[TextInferenceConfigOutputTypeDef],  # (1)

1. See TextInferenceConfigOutputTypeDef

ListGuardrailsRequestPaginateTypeDef

# ListGuardrailsRequestPaginateTypeDef definition

class ListGuardrailsRequestPaginateTypeDef(TypedDict):
    guardrailIdentifier: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)

1. See PaginatorConfigTypeDef

ListInferenceProfilesRequestPaginateTypeDef

# ListInferenceProfilesRequestPaginateTypeDef definition

class ListInferenceProfilesRequestPaginateTypeDef(TypedDict):
    typeEquals: NotRequired[InferenceProfileTypeType],  # (1)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (2)

1. See InferenceProfileTypeType
2. See PaginatorConfigTypeDef

ListMarketplaceModelEndpointsRequestPaginateTypeDef

# ListMarketplaceModelEndpointsRequestPaginateTypeDef definition

class ListMarketplaceModelEndpointsRequestPaginateTypeDef(TypedDict):
    modelSourceEquals: NotRequired[str],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)

1. See PaginatorConfigTypeDef

ListPromptRoutersRequestPaginateTypeDef

# ListPromptRoutersRequestPaginateTypeDef definition

class ListPromptRoutersRequestPaginateTypeDef(TypedDict):
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (1)

1. See PaginatorConfigTypeDef

ListCustomModelsRequestPaginateTypeDef

# ListCustomModelsRequestPaginateTypeDef definition

class ListCustomModelsRequestPaginateTypeDef(TypedDict):
    creationTimeBefore: NotRequired[TimestampTypeDef],
    creationTimeAfter: NotRequired[TimestampTypeDef],
    nameContains: NotRequired[str],
    baseModelArnEquals: NotRequired[str],
    foundationModelArnEquals: NotRequired[str],
    sortBy: NotRequired[SortModelsByType],  # (1)
    sortOrder: NotRequired[SortOrderType],  # (2)
    isOwned: NotRequired[bool],
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)

1. See SortModelsByType
2. See SortOrderType
3. See PaginatorConfigTypeDef

ListCustomModelsRequestRequestTypeDef

# ListCustomModelsRequestRequestTypeDef definition

class ListCustomModelsRequestRequestTypeDef(TypedDict):
    creationTimeBefore: NotRequired[TimestampTypeDef],
    creationTimeAfter: NotRequired[TimestampTypeDef],
    nameContains: NotRequired[str],
    baseModelArnEquals: NotRequired[str],
    foundationModelArnEquals: NotRequired[str],
    maxResults: NotRequired[int],
    nextToken: NotRequired[str],
    sortBy: NotRequired[SortModelsByType],  # (1)
    sortOrder: NotRequired[SortOrderType],  # (2)
    isOwned: NotRequired[bool],

1. See SortModelsByType
2. See SortOrderType

ListEvaluationJobsRequestPaginateTypeDef

# ListEvaluationJobsRequestPaginateTypeDef definition

class ListEvaluationJobsRequestPaginateTypeDef(TypedDict):
    creationTimeAfter: NotRequired[TimestampTypeDef],
    creationTimeBefore: NotRequired[TimestampTypeDef],
    statusEquals: NotRequired[EvaluationJobStatusType],  # (1)
    applicationTypeEquals: NotRequired[ApplicationTypeType],  # (2)
    nameContains: NotRequired[str],
    sortBy: NotRequired[SortJobsByType],  # (3)
    sortOrder: NotRequired[SortOrderType],  # (4)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (5)

1. See EvaluationJobStatusType
2. See ApplicationTypeType
3. See SortJobsByType
4. See SortOrderType
5. See PaginatorConfigTypeDef

ListEvaluationJobsRequestRequestTypeDef

# ListEvaluationJobsRequestRequestTypeDef definition

class ListEvaluationJobsRequestRequestTypeDef(TypedDict):
    creationTimeAfter: NotRequired[TimestampTypeDef],
    creationTimeBefore: NotRequired[TimestampTypeDef],
    statusEquals: NotRequired[EvaluationJobStatusType],  # (1)
    applicationTypeEquals: NotRequired[ApplicationTypeType],  # (2)
    nameContains: NotRequired[str],
    maxResults: NotRequired[int],
    nextToken: NotRequired[str],
    sortBy: NotRequired[SortJobsByType],  # (3)
    sortOrder: NotRequired[SortOrderType],  # (4)

1. See EvaluationJobStatusType
2. See ApplicationTypeType
3. See SortJobsByType
4. See SortOrderType

ListImportedModelsRequestPaginateTypeDef

# ListImportedModelsRequestPaginateTypeDef definition

class ListImportedModelsRequestPaginateTypeDef(TypedDict):
    creationTimeBefore: NotRequired[TimestampTypeDef],
    creationTimeAfter: NotRequired[TimestampTypeDef],
    nameContains: NotRequired[str],
    sortBy: NotRequired[SortModelsByType],  # (1)
    sortOrder: NotRequired[SortOrderType],  # (2)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (3)

1. See SortModelsByType
2. See SortOrderType
3. See PaginatorConfigTypeDef

ListImportedModelsRequestRequestTypeDef

# ListImportedModelsRequestRequestTypeDef definition

class ListImportedModelsRequestRequestTypeDef(TypedDict):
    creationTimeBefore: NotRequired[TimestampTypeDef],
    creationTimeAfter: NotRequired[TimestampTypeDef],
    nameContains: NotRequired[str],
    maxResults: NotRequired[int],
    nextToken: NotRequired[str],
    sortBy: NotRequired[SortModelsByType],  # (1)
    sortOrder: NotRequired[SortOrderType],  # (2)

1. See SortModelsByType
2. See SortOrderType

ListModelCopyJobsRequestPaginateTypeDef

# ListModelCopyJobsRequestPaginateTypeDef definition

class ListModelCopyJobsRequestPaginateTypeDef(TypedDict):
    creationTimeAfter: NotRequired[TimestampTypeDef],
    creationTimeBefore: NotRequired[TimestampTypeDef],
    statusEquals: NotRequired[ModelCopyJobStatusType],  # (1)
    sourceAccountEquals: NotRequired[str],
    sourceModelArnEquals: NotRequired[str],
    targetModelNameContains: NotRequired[str],
    sortBy: NotRequired[SortJobsByType],  # (2)
    sortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)

1. See ModelCopyJobStatusType
2. See SortJobsByType
3. See SortOrderType
4. See PaginatorConfigTypeDef

ListModelCopyJobsRequestRequestTypeDef

# ListModelCopyJobsRequestRequestTypeDef definition

class ListModelCopyJobsRequestRequestTypeDef(TypedDict):
    creationTimeAfter: NotRequired[TimestampTypeDef],
    creationTimeBefore: NotRequired[TimestampTypeDef],
    statusEquals: NotRequired[ModelCopyJobStatusType],  # (1)
    sourceAccountEquals: NotRequired[str],
    sourceModelArnEquals: NotRequired[str],
    targetModelNameContains: NotRequired[str],
    maxResults: NotRequired[int],
    nextToken: NotRequired[str],
    sortBy: NotRequired[SortJobsByType],  # (2)
    sortOrder: NotRequired[SortOrderType],  # (3)

1. See ModelCopyJobStatusType
2. See SortJobsByType
3. See SortOrderType

ListModelCustomizationJobsRequestPaginateTypeDef

# ListModelCustomizationJobsRequestPaginateTypeDef definition

class ListModelCustomizationJobsRequestPaginateTypeDef(TypedDict):
    creationTimeAfter: NotRequired[TimestampTypeDef],
    creationTimeBefore: NotRequired[TimestampTypeDef],
    statusEquals: NotRequired[FineTuningJobStatusType],  # (1)
    nameContains: NotRequired[str],
    sortBy: NotRequired[SortJobsByType],  # (2)
    sortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)

1. See FineTuningJobStatusType
2. See SortJobsByType
3. See SortOrderType
4. See PaginatorConfigTypeDef

ListModelCustomizationJobsRequestRequestTypeDef

# ListModelCustomizationJobsRequestRequestTypeDef definition

class ListModelCustomizationJobsRequestRequestTypeDef(TypedDict):
    creationTimeAfter: NotRequired[TimestampTypeDef],
    creationTimeBefore: NotRequired[TimestampTypeDef],
    statusEquals: NotRequired[FineTuningJobStatusType],  # (1)
    nameContains: NotRequired[str],
    maxResults: NotRequired[int],
    nextToken: NotRequired[str],
    sortBy: NotRequired[SortJobsByType],  # (2)
    sortOrder: NotRequired[SortOrderType],  # (3)

1. See FineTuningJobStatusType
2. See SortJobsByType
3. See SortOrderType

ListModelImportJobsRequestPaginateTypeDef

# ListModelImportJobsRequestPaginateTypeDef definition

class ListModelImportJobsRequestPaginateTypeDef(TypedDict):
    creationTimeAfter: NotRequired[TimestampTypeDef],
    creationTimeBefore: NotRequired[TimestampTypeDef],
    statusEquals: NotRequired[ModelImportJobStatusType],  # (1)
    nameContains: NotRequired[str],
    sortBy: NotRequired[SortJobsByType],  # (2)
    sortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)

1. See ModelImportJobStatusType
2. See SortJobsByType
3. See SortOrderType
4. See PaginatorConfigTypeDef

ListModelImportJobsRequestRequestTypeDef

# ListModelImportJobsRequestRequestTypeDef definition

class ListModelImportJobsRequestRequestTypeDef(TypedDict):
    creationTimeAfter: NotRequired[TimestampTypeDef],
    creationTimeBefore: NotRequired[TimestampTypeDef],
    statusEquals: NotRequired[ModelImportJobStatusType],  # (1)
    nameContains: NotRequired[str],
    maxResults: NotRequired[int],
    nextToken: NotRequired[str],
    sortBy: NotRequired[SortJobsByType],  # (2)
    sortOrder: NotRequired[SortOrderType],  # (3)

1. See ModelImportJobStatusType
2. See SortJobsByType
3. See SortOrderType

ListModelInvocationJobsRequestPaginateTypeDef

# ListModelInvocationJobsRequestPaginateTypeDef definition

class ListModelInvocationJobsRequestPaginateTypeDef(TypedDict):
    submitTimeAfter: NotRequired[TimestampTypeDef],
    submitTimeBefore: NotRequired[TimestampTypeDef],
    statusEquals: NotRequired[ModelInvocationJobStatusType],  # (1)
    nameContains: NotRequired[str],
    sortBy: NotRequired[SortJobsByType],  # (2)
    sortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)

1. See ModelInvocationJobStatusType
2. See SortJobsByType
3. See SortOrderType
4. See PaginatorConfigTypeDef

ListModelInvocationJobsRequestRequestTypeDef

# ListModelInvocationJobsRequestRequestTypeDef definition

class ListModelInvocationJobsRequestRequestTypeDef(TypedDict):
    submitTimeAfter: NotRequired[TimestampTypeDef],
    submitTimeBefore: NotRequired[TimestampTypeDef],
    statusEquals: NotRequired[ModelInvocationJobStatusType],  # (1)
    nameContains: NotRequired[str],
    maxResults: NotRequired[int],
    nextToken: NotRequired[str],
    sortBy: NotRequired[SortJobsByType],  # (2)
    sortOrder: NotRequired[SortOrderType],  # (3)

1. See ModelInvocationJobStatusType
2. See SortJobsByType
3. See SortOrderType

ListProvisionedModelThroughputsRequestPaginateTypeDef

# ListProvisionedModelThroughputsRequestPaginateTypeDef definition

class ListProvisionedModelThroughputsRequestPaginateTypeDef(TypedDict):
    creationTimeAfter: NotRequired[TimestampTypeDef],
    creationTimeBefore: NotRequired[TimestampTypeDef],
    statusEquals: NotRequired[ProvisionedModelStatusType],  # (1)
    modelArnEquals: NotRequired[str],
    nameContains: NotRequired[str],
    sortBy: NotRequired[SortByProvisionedModelsType],  # (2)
    sortOrder: NotRequired[SortOrderType],  # (3)
    PaginationConfig: NotRequired[PaginatorConfigTypeDef],  # (4)

1. See ProvisionedModelStatusType
2. See SortByProvisionedModelsType
3. See SortOrderType
4. See PaginatorConfigTypeDef

ListProvisionedModelThroughputsRequestRequestTypeDef

# ListProvisionedModelThroughputsRequestRequestTypeDef definition

class ListProvisionedModelThroughputsRequestRequestTypeDef(TypedDict):
    creationTimeAfter: NotRequired[TimestampTypeDef],
    creationTimeBefore: NotRequired[TimestampTypeDef],
    statusEquals: NotRequired[ProvisionedModelStatusType],  # (1)
    modelArnEquals: NotRequired[str],
    nameContains: NotRequired[str],
    maxResults: NotRequired[int],
    nextToken: NotRequired[str],
    sortBy: NotRequired[SortByProvisionedModelsType],  # (2)
    sortOrder: NotRequired[SortOrderType],  # (3)

1. See ProvisionedModelStatusType
2. See SortByProvisionedModelsType
3. See SortOrderType

ListMarketplaceModelEndpointsResponseTypeDef

# ListMarketplaceModelEndpointsResponseTypeDef definition

class ListMarketplaceModelEndpointsResponseTypeDef(TypedDict):
    marketplaceModelEndpoints: list[MarketplaceModelEndpointSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    nextToken: NotRequired[str],

1. See MarketplaceModelEndpointSummaryTypeDef
2. See ResponseMetadataTypeDef

ListModelCustomizationJobsResponseTypeDef

# ListModelCustomizationJobsResponseTypeDef definition

class ListModelCustomizationJobsResponseTypeDef(TypedDict):
    modelCustomizationJobSummaries: list[ModelCustomizationJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    nextToken: NotRequired[str],

1. See ModelCustomizationJobSummaryTypeDef
2. See ResponseMetadataTypeDef

ListModelImportJobsResponseTypeDef

# ListModelImportJobsResponseTypeDef definition

class ListModelImportJobsResponseTypeDef(TypedDict):
    modelImportJobSummaries: list[ModelImportJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    nextToken: NotRequired[str],

1. See ModelImportJobSummaryTypeDef
2. See ResponseMetadataTypeDef

ListProvisionedModelThroughputsResponseTypeDef

# ListProvisionedModelThroughputsResponseTypeDef definition

class ListProvisionedModelThroughputsResponseTypeDef(TypedDict):
    provisionedModelSummaries: list[ProvisionedModelSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    nextToken: NotRequired[str],

1. See ProvisionedModelSummaryTypeDef
2. See ResponseMetadataTypeDef

ModelDataSourceTypeDef

# ModelDataSourceTypeDef definition

class ModelDataSourceTypeDef(TypedDict):
    s3DataSource: NotRequired[S3DataSourceTypeDef],  # (1)

1. See S3DataSourceTypeDef

ModelInvocationJobInputDataConfigTypeDef

# ModelInvocationJobInputDataConfigTypeDef definition

class ModelInvocationJobInputDataConfigTypeDef(TypedDict):
    s3InputDataConfig: NotRequired[ModelInvocationJobS3InputDataConfigTypeDef],  # (1)

1. See ModelInvocationJobS3InputDataConfigTypeDef

ModelInvocationJobOutputDataConfigTypeDef

# ModelInvocationJobOutputDataConfigTypeDef definition

class ModelInvocationJobOutputDataConfigTypeDef(TypedDict):
    s3OutputDataConfig: NotRequired[ModelInvocationJobS3OutputDataConfigTypeDef],  # (1)

1. See ModelInvocationJobS3OutputDataConfigTypeDef

OrchestrationConfigurationTypeDef

# OrchestrationConfigurationTypeDef definition

class OrchestrationConfigurationTypeDef(TypedDict):
    queryTransformationConfiguration: QueryTransformationConfigurationTypeDef,  # (1)

1. See QueryTransformationConfigurationTypeDef

RequestMetadataFiltersOutputTypeDef

# RequestMetadataFiltersOutputTypeDef definition

class RequestMetadataFiltersOutputTypeDef(TypedDict):
    equals: NotRequired[dict[str, str]],
    notEquals: NotRequired[dict[str, str]],
    andAll: NotRequired[list[RequestMetadataBaseFiltersOutputTypeDef]],  # (1)
    orAll: NotRequired[list[RequestMetadataBaseFiltersOutputTypeDef]],  # (1)

1. See RequestMetadataBaseFiltersOutputTypeDef
2. See RequestMetadataBaseFiltersOutputTypeDef

ValidationDataConfigOutputTypeDef

# ValidationDataConfigOutputTypeDef definition

class ValidationDataConfigOutputTypeDef(TypedDict):
    validators: list[ValidatorTypeDef],  # (1)

1. See ValidatorTypeDef

ValidationDataConfigTypeDef

# ValidationDataConfigTypeDef definition

class ValidationDataConfigTypeDef(TypedDict):
    validators: Sequence[ValidatorTypeDef],  # (1)

1. See ValidatorTypeDef

LoggingConfigTypeDef

# LoggingConfigTypeDef definition

class LoggingConfigTypeDef(TypedDict):
    cloudWatchConfig: NotRequired[CloudWatchConfigTypeDef],  # (1)
    s3Config: NotRequired[S3ConfigTypeDef],  # (2)
    textDataDeliveryEnabled: NotRequired[bool],
    imageDataDeliveryEnabled: NotRequired[bool],
    embeddingDataDeliveryEnabled: NotRequired[bool],
    videoDataDeliveryEnabled: NotRequired[bool],

1. See CloudWatchConfigTypeDef
2. See S3ConfigTypeDef

ListModelCopyJobsResponseTypeDef

# ListModelCopyJobsResponseTypeDef definition

class ListModelCopyJobsResponseTypeDef(TypedDict):
    modelCopyJobSummaries: list[ModelCopyJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    nextToken: NotRequired[str],

1. See ModelCopyJobSummaryTypeDef
2. See ResponseMetadataTypeDef

CustomizationConfigTypeDef

# CustomizationConfigTypeDef definition

class CustomizationConfigTypeDef(TypedDict):
    distillationConfig: NotRequired[DistillationConfigTypeDef],  # (1)

1. See DistillationConfigTypeDef

EvaluationDatasetMetricConfigOutputTypeDef

# EvaluationDatasetMetricConfigOutputTypeDef definition

class EvaluationDatasetMetricConfigOutputTypeDef(TypedDict):
    taskType: EvaluationTaskTypeType,  # (1)
    dataset: EvaluationDatasetTypeDef,  # (2)
    metricNames: list[str],

1. See EvaluationTaskTypeType
2. See EvaluationDatasetTypeDef

EvaluationDatasetMetricConfigTypeDef

# EvaluationDatasetMetricConfigTypeDef definition

class EvaluationDatasetMetricConfigTypeDef(TypedDict):
    taskType: EvaluationTaskTypeType,  # (1)
    dataset: EvaluationDatasetTypeDef,  # (2)
    metricNames: Sequence[str],

1. See EvaluationTaskTypeType
2. See EvaluationDatasetTypeDef

KnowledgeBaseVectorSearchConfigurationOutputTypeDef

# KnowledgeBaseVectorSearchConfigurationOutputTypeDef definition

class KnowledgeBaseVectorSearchConfigurationOutputTypeDef(TypedDict):
    numberOfResults: NotRequired[int],
    overrideSearchType: NotRequired[SearchTypeType],  # (1)
    filter: NotRequired[RetrievalFilterOutputTypeDef],  # (2)

1. See SearchTypeType
2. See RetrievalFilterOutputTypeDef

RetrievalFilterTypeDef

# RetrievalFilterTypeDef definition

class RetrievalFilterTypeDef(TypedDict):
    equals: NotRequired[FilterAttributeUnionTypeDef],  # (1)
    notEquals: NotRequired[FilterAttributeUnionTypeDef],  # (1)
    greaterThan: NotRequired[FilterAttributeUnionTypeDef],  # (1)
    greaterThanOrEquals: NotRequired[FilterAttributeUnionTypeDef],  # (1)
    lessThan: NotRequired[FilterAttributeUnionTypeDef],  # (1)
    lessThanOrEquals: NotRequired[FilterAttributeUnionTypeDef],  # (1)
    in: NotRequired[FilterAttributeUnionTypeDef],  # (1)
    notIn: NotRequired[FilterAttributeUnionTypeDef],  # (1)
    startsWith: NotRequired[FilterAttributeUnionTypeDef],  # (1)
    listContains: NotRequired[FilterAttributeUnionTypeDef],  # (1)
    stringContains: NotRequired[FilterAttributeUnionTypeDef],  # (1)
    andAll: NotRequired[Sequence[Mapping[str, Any]]],
    orAll: NotRequired[Sequence[Mapping[str, Any]]],

1. See FilterAttributeTypeDef FilterAttributeOutputTypeDef
2. See FilterAttributeTypeDef FilterAttributeOutputTypeDef
3. See FilterAttributeTypeDef FilterAttributeOutputTypeDef
4. See FilterAttributeTypeDef FilterAttributeOutputTypeDef
5. See FilterAttributeTypeDef FilterAttributeOutputTypeDef
6. See FilterAttributeTypeDef FilterAttributeOutputTypeDef
7. See FilterAttributeTypeDef FilterAttributeOutputTypeDef
8. See FilterAttributeTypeDef FilterAttributeOutputTypeDef
9. See FilterAttributeTypeDef FilterAttributeOutputTypeDef
10. See FilterAttributeTypeDef FilterAttributeOutputTypeDef
11. See FilterAttributeTypeDef FilterAttributeOutputTypeDef

GetFoundationModelResponseTypeDef

# GetFoundationModelResponseTypeDef definition

class GetFoundationModelResponseTypeDef(TypedDict):
    modelDetails: FoundationModelDetailsTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See FoundationModelDetailsTypeDef
2. See ResponseMetadataTypeDef

ListFoundationModelsResponseTypeDef

# ListFoundationModelsResponseTypeDef definition

class ListFoundationModelsResponseTypeDef(TypedDict):
    modelSummaries: list[FoundationModelSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See FoundationModelSummaryTypeDef
2. See ResponseMetadataTypeDef

ListInferenceProfilesResponseTypeDef

# ListInferenceProfilesResponseTypeDef definition

class ListInferenceProfilesResponseTypeDef(TypedDict):
    inferenceProfileSummaries: list[InferenceProfileSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    nextToken: NotRequired[str],

1. See InferenceProfileSummaryTypeDef
2. See ResponseMetadataTypeDef

EndpointConfigOutputTypeDef

# EndpointConfigOutputTypeDef definition

class EndpointConfigOutputTypeDef(TypedDict):
    sageMaker: NotRequired[SageMakerEndpointOutputTypeDef],  # (1)

1. See SageMakerEndpointOutputTypeDef

SageMakerEndpointTypeDef

# SageMakerEndpointTypeDef definition

class SageMakerEndpointTypeDef(TypedDict):
    initialInstanceCount: int,
    instanceType: str,
    executionRole: str,
    kmsEncryptionKey: NotRequired[str],
    vpc: NotRequired[VpcConfigUnionTypeDef],  # (1)

1. See VpcConfigTypeDef VpcConfigOutputTypeDef

ListPromptRoutersResponseTypeDef

# ListPromptRoutersResponseTypeDef definition

class ListPromptRoutersResponseTypeDef(TypedDict):
    promptRouterSummaries: list[PromptRouterSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    nextToken: NotRequired[str],

1. See PromptRouterSummaryTypeDef
2. See ResponseMetadataTypeDef

CreateGuardrailRequestRequestTypeDef

# CreateGuardrailRequestRequestTypeDef definition

class CreateGuardrailRequestRequestTypeDef(TypedDict):
    name: str,
    blockedInputMessaging: str,
    blockedOutputsMessaging: str,
    description: NotRequired[str],
    topicPolicyConfig: NotRequired[GuardrailTopicPolicyConfigTypeDef],  # (1)
    contentPolicyConfig: NotRequired[GuardrailContentPolicyConfigTypeDef],  # (2)
    wordPolicyConfig: NotRequired[GuardrailWordPolicyConfigTypeDef],  # (3)
    sensitiveInformationPolicyConfig: NotRequired[GuardrailSensitiveInformationPolicyConfigTypeDef],  # (4)
    contextualGroundingPolicyConfig: NotRequired[GuardrailContextualGroundingPolicyConfigTypeDef],  # (5)
    kmsKeyId: NotRequired[str],
    tags: NotRequired[Sequence[TagTypeDef]],  # (6)
    clientRequestToken: NotRequired[str],

1. See GuardrailTopicPolicyConfigTypeDef
2. See GuardrailContentPolicyConfigTypeDef
3. See GuardrailWordPolicyConfigTypeDef
4. See GuardrailSensitiveInformationPolicyConfigTypeDef
5. See GuardrailContextualGroundingPolicyConfigTypeDef
6. See TagTypeDef

UpdateGuardrailRequestRequestTypeDef

# UpdateGuardrailRequestRequestTypeDef definition

class UpdateGuardrailRequestRequestTypeDef(TypedDict):
    guardrailIdentifier: str,
    name: str,
    blockedInputMessaging: str,
    blockedOutputsMessaging: str,
    description: NotRequired[str],
    topicPolicyConfig: NotRequired[GuardrailTopicPolicyConfigTypeDef],  # (1)
    contentPolicyConfig: NotRequired[GuardrailContentPolicyConfigTypeDef],  # (2)
    wordPolicyConfig: NotRequired[GuardrailWordPolicyConfigTypeDef],  # (3)
    sensitiveInformationPolicyConfig: NotRequired[GuardrailSensitiveInformationPolicyConfigTypeDef],  # (4)
    contextualGroundingPolicyConfig: NotRequired[GuardrailContextualGroundingPolicyConfigTypeDef],  # (5)
    kmsKeyId: NotRequired[str],

1. See GuardrailTopicPolicyConfigTypeDef
2. See GuardrailContentPolicyConfigTypeDef
3. See GuardrailWordPolicyConfigTypeDef
4. See GuardrailSensitiveInformationPolicyConfigTypeDef
5. See GuardrailContextualGroundingPolicyConfigTypeDef

GetGuardrailResponseTypeDef

# GetGuardrailResponseTypeDef definition

class GetGuardrailResponseTypeDef(TypedDict):
    name: str,
    description: str,
    guardrailId: str,
    guardrailArn: str,
    version: str,
    status: GuardrailStatusType,  # (1)
    topicPolicy: GuardrailTopicPolicyTypeDef,  # (2)
    contentPolicy: GuardrailContentPolicyTypeDef,  # (3)
    wordPolicy: GuardrailWordPolicyTypeDef,  # (4)
    sensitiveInformationPolicy: GuardrailSensitiveInformationPolicyTypeDef,  # (5)
    contextualGroundingPolicy: GuardrailContextualGroundingPolicyTypeDef,  # (6)
    createdAt: datetime,
    updatedAt: datetime,
    statusReasons: list[str],
    failureRecommendations: list[str],
    blockedInputMessaging: str,
    blockedOutputsMessaging: str,
    kmsKeyArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (7)

1. See GuardrailStatusType
2. See GuardrailTopicPolicyTypeDef
3. See GuardrailContentPolicyTypeDef
4. See GuardrailWordPolicyTypeDef
5. See GuardrailSensitiveInformationPolicyTypeDef
6. See GuardrailContextualGroundingPolicyTypeDef
7. See ResponseMetadataTypeDef

ExternalSourcesGenerationConfigurationOutputTypeDef

# ExternalSourcesGenerationConfigurationOutputTypeDef definition

class ExternalSourcesGenerationConfigurationOutputTypeDef(TypedDict):
    promptTemplate: NotRequired[PromptTemplateTypeDef],  # (1)
    guardrailConfiguration: NotRequired[GuardrailConfigurationTypeDef],  # (2)
    kbInferenceConfig: NotRequired[KbInferenceConfigOutputTypeDef],  # (3)
    additionalModelRequestFields: NotRequired[dict[str, dict[str, Any]]],

1. See PromptTemplateTypeDef
2. See GuardrailConfigurationTypeDef
3. See KbInferenceConfigOutputTypeDef

GenerationConfigurationOutputTypeDef

# GenerationConfigurationOutputTypeDef definition

class GenerationConfigurationOutputTypeDef(TypedDict):
    promptTemplate: NotRequired[PromptTemplateTypeDef],  # (1)
    guardrailConfiguration: NotRequired[GuardrailConfigurationTypeDef],  # (2)
    kbInferenceConfig: NotRequired[KbInferenceConfigOutputTypeDef],  # (3)
    additionalModelRequestFields: NotRequired[dict[str, dict[str, Any]]],

1. See PromptTemplateTypeDef
2. See GuardrailConfigurationTypeDef
3. See KbInferenceConfigOutputTypeDef

CreateModelImportJobRequestRequestTypeDef

# CreateModelImportJobRequestRequestTypeDef definition

class CreateModelImportJobRequestRequestTypeDef(TypedDict):
    jobName: str,
    importedModelName: str,
    roleArn: str,
    modelDataSource: ModelDataSourceTypeDef,  # (1)
    jobTags: NotRequired[Sequence[TagTypeDef]],  # (2)
    importedModelTags: NotRequired[Sequence[TagTypeDef]],  # (2)
    clientRequestToken: NotRequired[str],
    vpcConfig: NotRequired[VpcConfigTypeDef],  # (4)
    importedModelKmsKeyId: NotRequired[str],

1. See ModelDataSourceTypeDef
2. See TagTypeDef
3. See TagTypeDef
4. See VpcConfigTypeDef

GetImportedModelResponseTypeDef

# GetImportedModelResponseTypeDef definition

class GetImportedModelResponseTypeDef(TypedDict):
    modelArn: str,
    modelName: str,
    jobName: str,
    jobArn: str,
    modelDataSource: ModelDataSourceTypeDef,  # (1)
    creationTime: datetime,
    modelArchitecture: str,
    modelKmsKeyArn: str,
    instructSupported: bool,
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See ModelDataSourceTypeDef
2. See ResponseMetadataTypeDef

GetModelImportJobResponseTypeDef

# GetModelImportJobResponseTypeDef definition

class GetModelImportJobResponseTypeDef(TypedDict):
    jobArn: str,
    jobName: str,
    importedModelName: str,
    importedModelArn: str,
    roleArn: str,
    modelDataSource: ModelDataSourceTypeDef,  # (1)
    status: ModelImportJobStatusType,  # (2)
    failureMessage: str,
    creationTime: datetime,
    lastModifiedTime: datetime,
    endTime: datetime,
    vpcConfig: VpcConfigOutputTypeDef,  # (3)
    importedModelKmsKeyArn: str,
    ResponseMetadata: ResponseMetadataTypeDef,  # (4)

1. See ModelDataSourceTypeDef
2. See ModelImportJobStatusType
3. See VpcConfigOutputTypeDef
4. See ResponseMetadataTypeDef

CreateModelInvocationJobRequestRequestTypeDef

# CreateModelInvocationJobRequestRequestTypeDef definition

class CreateModelInvocationJobRequestRequestTypeDef(TypedDict):
    jobName: str,
    roleArn: str,
    modelId: str,
    inputDataConfig: ModelInvocationJobInputDataConfigTypeDef,  # (1)
    outputDataConfig: ModelInvocationJobOutputDataConfigTypeDef,  # (2)
    clientRequestToken: NotRequired[str],
    vpcConfig: NotRequired[VpcConfigTypeDef],  # (3)
    timeoutDurationInHours: NotRequired[int],
    tags: NotRequired[Sequence[TagTypeDef]],  # (4)

1. See ModelInvocationJobInputDataConfigTypeDef
2. See ModelInvocationJobOutputDataConfigTypeDef
3. See VpcConfigTypeDef
4. See TagTypeDef

GetModelInvocationJobResponseTypeDef

# GetModelInvocationJobResponseTypeDef definition

class GetModelInvocationJobResponseTypeDef(TypedDict):
    jobArn: str,
    jobName: str,
    modelId: str,
    clientRequestToken: str,
    roleArn: str,
    status: ModelInvocationJobStatusType,  # (1)
    message: str,
    submitTime: datetime,
    lastModifiedTime: datetime,
    endTime: datetime,
    inputDataConfig: ModelInvocationJobInputDataConfigTypeDef,  # (2)
    outputDataConfig: ModelInvocationJobOutputDataConfigTypeDef,  # (3)
    vpcConfig: VpcConfigOutputTypeDef,  # (4)
    timeoutDurationInHours: int,
    jobExpirationTime: datetime,
    ResponseMetadata: ResponseMetadataTypeDef,  # (5)

1. See ModelInvocationJobStatusType
2. See ModelInvocationJobInputDataConfigTypeDef
3. See ModelInvocationJobOutputDataConfigTypeDef
4. See VpcConfigOutputTypeDef
5. See ResponseMetadataTypeDef

ModelInvocationJobSummaryTypeDef

# ModelInvocationJobSummaryTypeDef definition

class ModelInvocationJobSummaryTypeDef(TypedDict):
    jobArn: str,
    jobName: str,
    modelId: str,
    roleArn: str,
    submitTime: datetime,
    inputDataConfig: ModelInvocationJobInputDataConfigTypeDef,  # (2)
    outputDataConfig: ModelInvocationJobOutputDataConfigTypeDef,  # (3)
    clientRequestToken: NotRequired[str],
    status: NotRequired[ModelInvocationJobStatusType],  # (1)
    message: NotRequired[str],
    lastModifiedTime: NotRequired[datetime],
    endTime: NotRequired[datetime],
    vpcConfig: NotRequired[VpcConfigOutputTypeDef],  # (4)
    timeoutDurationInHours: NotRequired[int],
    jobExpirationTime: NotRequired[datetime],

1. See ModelInvocationJobStatusType
2. See ModelInvocationJobInputDataConfigTypeDef
3. See ModelInvocationJobOutputDataConfigTypeDef
4. See VpcConfigOutputTypeDef

InvocationLogsConfigOutputTypeDef

# InvocationLogsConfigOutputTypeDef definition

class InvocationLogsConfigOutputTypeDef(TypedDict):
    invocationLogSource: InvocationLogSourceTypeDef,  # (1)
    usePromptResponse: NotRequired[bool],
    requestMetadataFilters: NotRequired[RequestMetadataFiltersOutputTypeDef],  # (2)

1. See InvocationLogSourceTypeDef
2. See RequestMetadataFiltersOutputTypeDef

RequestMetadataFiltersTypeDef

# RequestMetadataFiltersTypeDef definition

class RequestMetadataFiltersTypeDef(TypedDict):
    equals: NotRequired[Mapping[str, str]],
    notEquals: NotRequired[Mapping[str, str]],
    andAll: NotRequired[Sequence[RequestMetadataBaseFiltersUnionTypeDef]],  # (1)
    orAll: NotRequired[Sequence[RequestMetadataBaseFiltersTypeDef]],  # (2)

1. See RequestMetadataBaseFiltersTypeDef RequestMetadataBaseFiltersOutputTypeDef
2. See RequestMetadataBaseFiltersTypeDef

KbInferenceConfigTypeDef

# KbInferenceConfigTypeDef definition

class KbInferenceConfigTypeDef(TypedDict):
    textInferenceConfig: NotRequired[TextInferenceConfigUnionTypeDef],  # (1)

1. See TextInferenceConfigTypeDef TextInferenceConfigOutputTypeDef

ExternalSourceTypeDef

# ExternalSourceTypeDef definition

class ExternalSourceTypeDef(TypedDict):
    sourceType: ExternalSourceTypeType,  # (1)
    s3Location: NotRequired[S3ObjectDocTypeDef],  # (2)
    byteContent: NotRequired[ByteContentDocUnionTypeDef],  # (3)

1. See ExternalSourceTypeType
2. See S3ObjectDocTypeDef
3. See ByteContentDocTypeDef ByteContentDocOutputTypeDef

GetModelInvocationLoggingConfigurationResponseTypeDef

# GetModelInvocationLoggingConfigurationResponseTypeDef definition

class GetModelInvocationLoggingConfigurationResponseTypeDef(TypedDict):
    loggingConfig: LoggingConfigTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See LoggingConfigTypeDef
2. See ResponseMetadataTypeDef

PutModelInvocationLoggingConfigurationRequestRequestTypeDef

# PutModelInvocationLoggingConfigurationRequestRequestTypeDef definition

class PutModelInvocationLoggingConfigurationRequestRequestTypeDef(TypedDict):
    loggingConfig: LoggingConfigTypeDef,  # (1)

1. See LoggingConfigTypeDef

AutomatedEvaluationConfigOutputTypeDef

# AutomatedEvaluationConfigOutputTypeDef definition

class AutomatedEvaluationConfigOutputTypeDef(TypedDict):
    datasetMetricConfigs: list[EvaluationDatasetMetricConfigOutputTypeDef],  # (1)
    evaluatorModelConfig: NotRequired[EvaluatorModelConfigOutputTypeDef],  # (2)

1. See EvaluationDatasetMetricConfigOutputTypeDef
2. See EvaluatorModelConfigOutputTypeDef

HumanEvaluationConfigOutputTypeDef

# HumanEvaluationConfigOutputTypeDef definition

class HumanEvaluationConfigOutputTypeDef(TypedDict):
    datasetMetricConfigs: list[EvaluationDatasetMetricConfigOutputTypeDef],  # (3)
    humanWorkflowConfig: NotRequired[HumanWorkflowConfigTypeDef],  # (1)
    customMetrics: NotRequired[list[HumanEvaluationCustomMetricTypeDef]],  # (2)

1. See HumanWorkflowConfigTypeDef
2. See HumanEvaluationCustomMetricTypeDef
3. See EvaluationDatasetMetricConfigOutputTypeDef

AutomatedEvaluationConfigTypeDef

# AutomatedEvaluationConfigTypeDef definition

class AutomatedEvaluationConfigTypeDef(TypedDict):
    datasetMetricConfigs: Sequence[EvaluationDatasetMetricConfigTypeDef],  # (1)
    evaluatorModelConfig: NotRequired[EvaluatorModelConfigUnionTypeDef],  # (2)

1. See EvaluationDatasetMetricConfigTypeDef
2. See EvaluatorModelConfigTypeDef EvaluatorModelConfigOutputTypeDef

KnowledgeBaseRetrievalConfigurationOutputTypeDef

# KnowledgeBaseRetrievalConfigurationOutputTypeDef definition

class KnowledgeBaseRetrievalConfigurationOutputTypeDef(TypedDict):
    vectorSearchConfiguration: KnowledgeBaseVectorSearchConfigurationOutputTypeDef,  # (1)

1. See KnowledgeBaseVectorSearchConfigurationOutputTypeDef

MarketplaceModelEndpointTypeDef

# MarketplaceModelEndpointTypeDef definition

class MarketplaceModelEndpointTypeDef(TypedDict):
    endpointArn: str,
    modelSourceIdentifier: str,
    createdAt: datetime,
    updatedAt: datetime,
    endpointConfig: EndpointConfigOutputTypeDef,  # (2)
    endpointStatus: str,
    status: NotRequired[StatusType],  # (1)
    statusMessage: NotRequired[str],
    endpointStatusMessage: NotRequired[str],

1. See StatusType
2. See EndpointConfigOutputTypeDef

ExternalSourcesRetrieveAndGenerateConfigurationOutputTypeDef

# ExternalSourcesRetrieveAndGenerateConfigurationOutputTypeDef definition

class ExternalSourcesRetrieveAndGenerateConfigurationOutputTypeDef(TypedDict):
    modelArn: str,
    sources: list[ExternalSourceOutputTypeDef],  # (1)
    generationConfiguration: NotRequired[ExternalSourcesGenerationConfigurationOutputTypeDef],  # (2)

1. See ExternalSourceOutputTypeDef
2. See ExternalSourcesGenerationConfigurationOutputTypeDef

ListModelInvocationJobsResponseTypeDef

# ListModelInvocationJobsResponseTypeDef definition

class ListModelInvocationJobsResponseTypeDef(TypedDict):
    invocationJobSummaries: list[ModelInvocationJobSummaryTypeDef],  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)
    nextToken: NotRequired[str],

1. See ModelInvocationJobSummaryTypeDef
2. See ResponseMetadataTypeDef

TrainingDataConfigOutputTypeDef

# TrainingDataConfigOutputTypeDef definition

class TrainingDataConfigOutputTypeDef(TypedDict):
    s3Uri: NotRequired[str],
    invocationLogsConfig: NotRequired[InvocationLogsConfigOutputTypeDef],  # (1)

1. See InvocationLogsConfigOutputTypeDef

EvaluationConfigOutputTypeDef

# EvaluationConfigOutputTypeDef definition

class EvaluationConfigOutputTypeDef(TypedDict):
    automated: NotRequired[AutomatedEvaluationConfigOutputTypeDef],  # (1)
    human: NotRequired[HumanEvaluationConfigOutputTypeDef],  # (2)

1. See AutomatedEvaluationConfigOutputTypeDef
2. See HumanEvaluationConfigOutputTypeDef

HumanEvaluationConfigTypeDef

# HumanEvaluationConfigTypeDef definition

class HumanEvaluationConfigTypeDef(TypedDict):
    datasetMetricConfigs: Sequence[EvaluationDatasetMetricConfigUnionTypeDef],  # (3)
    humanWorkflowConfig: NotRequired[HumanWorkflowConfigTypeDef],  # (1)
    customMetrics: NotRequired[Sequence[HumanEvaluationCustomMetricTypeDef]],  # (2)

1. See HumanWorkflowConfigTypeDef
2. See HumanEvaluationCustomMetricTypeDef
3. See EvaluationDatasetMetricConfigTypeDef EvaluationDatasetMetricConfigOutputTypeDef

KnowledgeBaseRetrieveAndGenerateConfigurationOutputTypeDef

# KnowledgeBaseRetrieveAndGenerateConfigurationOutputTypeDef definition

class KnowledgeBaseRetrieveAndGenerateConfigurationOutputTypeDef(TypedDict):
    knowledgeBaseId: str,
    modelArn: str,
    retrievalConfiguration: NotRequired[KnowledgeBaseRetrievalConfigurationOutputTypeDef],  # (1)
    generationConfiguration: NotRequired[GenerationConfigurationOutputTypeDef],  # (2)
    orchestrationConfiguration: NotRequired[OrchestrationConfigurationTypeDef],  # (3)

1. See KnowledgeBaseRetrievalConfigurationOutputTypeDef
2. See GenerationConfigurationOutputTypeDef
3. See OrchestrationConfigurationTypeDef

RetrieveConfigOutputTypeDef

# RetrieveConfigOutputTypeDef definition

class RetrieveConfigOutputTypeDef(TypedDict):
    knowledgeBaseId: str,
    knowledgeBaseRetrievalConfiguration: KnowledgeBaseRetrievalConfigurationOutputTypeDef,  # (1)

1. See KnowledgeBaseRetrievalConfigurationOutputTypeDef

KnowledgeBaseVectorSearchConfigurationTypeDef

# KnowledgeBaseVectorSearchConfigurationTypeDef definition

class KnowledgeBaseVectorSearchConfigurationTypeDef(TypedDict):
    numberOfResults: NotRequired[int],
    overrideSearchType: NotRequired[SearchTypeType],  # (1)
    filter: NotRequired[RetrievalFilterUnionTypeDef],  # (2)

1. See SearchTypeType
2. See RetrievalFilterTypeDef RetrievalFilterOutputTypeDef

CreateMarketplaceModelEndpointResponseTypeDef

# CreateMarketplaceModelEndpointResponseTypeDef definition

class CreateMarketplaceModelEndpointResponseTypeDef(TypedDict):
    marketplaceModelEndpoint: MarketplaceModelEndpointTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See MarketplaceModelEndpointTypeDef
2. See ResponseMetadataTypeDef

GetMarketplaceModelEndpointResponseTypeDef

# GetMarketplaceModelEndpointResponseTypeDef definition

class GetMarketplaceModelEndpointResponseTypeDef(TypedDict):
    marketplaceModelEndpoint: MarketplaceModelEndpointTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See MarketplaceModelEndpointTypeDef
2. See ResponseMetadataTypeDef

RegisterMarketplaceModelEndpointResponseTypeDef

# RegisterMarketplaceModelEndpointResponseTypeDef definition

class RegisterMarketplaceModelEndpointResponseTypeDef(TypedDict):
    marketplaceModelEndpoint: MarketplaceModelEndpointTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See MarketplaceModelEndpointTypeDef
2. See ResponseMetadataTypeDef

UpdateMarketplaceModelEndpointResponseTypeDef

# UpdateMarketplaceModelEndpointResponseTypeDef definition

class UpdateMarketplaceModelEndpointResponseTypeDef(TypedDict):
    marketplaceModelEndpoint: MarketplaceModelEndpointTypeDef,  # (1)
    ResponseMetadata: ResponseMetadataTypeDef,  # (2)

1. See MarketplaceModelEndpointTypeDef
2. See ResponseMetadataTypeDef

EndpointConfigTypeDef

# EndpointConfigTypeDef definition

class EndpointConfigTypeDef(TypedDict):
    sageMaker: NotRequired[SageMakerEndpointUnionTypeDef],  # (1)

1. See SageMakerEndpointTypeDef SageMakerEndpointOutputTypeDef

GetCustomModelResponseTypeDef

# GetCustomModelResponseTypeDef definition

class GetCustomModelResponseTypeDef(TypedDict):
    modelArn: str,
    modelName: str,
    jobName: str,
    jobArn: str,
    baseModelArn: str,
    customizationType: CustomizationTypeType,  # (1)
    modelKmsKeyArn: str,
    hyperParameters: dict[str, str],
    trainingDataConfig: TrainingDataConfigOutputTypeDef,  # (2)
    validationDataConfig: ValidationDataConfigOutputTypeDef,  # (3)
    outputDataConfig: OutputDataConfigTypeDef,  # (4)
    trainingMetrics: TrainingMetricsTypeDef,  # (5)
    validationMetrics: list[ValidatorMetricTypeDef],  # (6)
    creationTime: datetime,
    customizationConfig: CustomizationConfigTypeDef,  # (7)
    ResponseMetadata: ResponseMetadataTypeDef,  # (8)

1. See CustomizationTypeType
2. See TrainingDataConfigOutputTypeDef
3. See ValidationDataConfigOutputTypeDef
4. See OutputDataConfigTypeDef
5. See TrainingMetricsTypeDef
6. See ValidatorMetricTypeDef
7. See CustomizationConfigTypeDef
8. See ResponseMetadataTypeDef

GetModelCustomizationJobResponseTypeDef

# GetModelCustomizationJobResponseTypeDef definition

class GetModelCustomizationJobResponseTypeDef(TypedDict):
    jobArn: str,
    jobName: str,
    outputModelName: str,
    outputModelArn: str,
    clientRequestToken: str,
    roleArn: str,
    status: ModelCustomizationJobStatusType,  # (1)
    failureMessage: str,
    creationTime: datetime,
    lastModifiedTime: datetime,
    endTime: datetime,
    baseModelArn: str,
    hyperParameters: dict[str, str],
    trainingDataConfig: TrainingDataConfigOutputTypeDef,  # (2)
    validationDataConfig: ValidationDataConfigOutputTypeDef,  # (3)
    outputDataConfig: OutputDataConfigTypeDef,  # (4)
    customizationType: CustomizationTypeType,  # (5)
    outputModelKmsKeyArn: str,
    trainingMetrics: TrainingMetricsTypeDef,  # (6)
    validationMetrics: list[ValidatorMetricTypeDef],  # (7)
    vpcConfig: VpcConfigOutputTypeDef,  # (8)
    customizationConfig: CustomizationConfigTypeDef,  # (9)
    ResponseMetadata: ResponseMetadataTypeDef,  # (10)

1. See ModelCustomizationJobStatusType
2. See TrainingDataConfigOutputTypeDef
3. See ValidationDataConfigOutputTypeDef
4. See OutputDataConfigTypeDef
5. See CustomizationTypeType
6. See TrainingMetricsTypeDef
7. See ValidatorMetricTypeDef
8. See VpcConfigOutputTypeDef
9. See CustomizationConfigTypeDef
10. See ResponseMetadataTypeDef

InvocationLogsConfigTypeDef

# InvocationLogsConfigTypeDef definition

class InvocationLogsConfigTypeDef(TypedDict):
    invocationLogSource: InvocationLogSourceTypeDef,  # (1)
    usePromptResponse: NotRequired[bool],
    requestMetadataFilters: NotRequired[RequestMetadataFiltersUnionTypeDef],  # (2)

1. See InvocationLogSourceTypeDef
2. See RequestMetadataFiltersTypeDef RequestMetadataFiltersOutputTypeDef

ExternalSourcesGenerationConfigurationTypeDef

# ExternalSourcesGenerationConfigurationTypeDef definition

class ExternalSourcesGenerationConfigurationTypeDef(TypedDict):
    promptTemplate: NotRequired[PromptTemplateTypeDef],  # (1)
    guardrailConfiguration: NotRequired[GuardrailConfigurationTypeDef],  # (2)
    kbInferenceConfig: NotRequired[KbInferenceConfigUnionTypeDef],  # (3)
    additionalModelRequestFields: NotRequired[Mapping[str, Mapping[str, Any]]],

1. See PromptTemplateTypeDef
2. See GuardrailConfigurationTypeDef
3. See KbInferenceConfigTypeDef KbInferenceConfigOutputTypeDef

GenerationConfigurationTypeDef

# GenerationConfigurationTypeDef definition

class GenerationConfigurationTypeDef(TypedDict):
    promptTemplate: NotRequired[PromptTemplateTypeDef],  # (1)
    guardrailConfiguration: NotRequired[GuardrailConfigurationTypeDef],  # (2)
    kbInferenceConfig: NotRequired[KbInferenceConfigUnionTypeDef],  # (3)
    additionalModelRequestFields: NotRequired[Mapping[str, Mapping[str, Any]]],

1. See PromptTemplateTypeDef
2. See GuardrailConfigurationTypeDef
3. See KbInferenceConfigTypeDef KbInferenceConfigOutputTypeDef

RetrieveAndGenerateConfigurationOutputTypeDef

# RetrieveAndGenerateConfigurationOutputTypeDef definition

class RetrieveAndGenerateConfigurationOutputTypeDef(TypedDict):
    type: RetrieveAndGenerateTypeType,  # (1)
    knowledgeBaseConfiguration: NotRequired[KnowledgeBaseRetrieveAndGenerateConfigurationOutputTypeDef],  # (2)
    externalSourcesConfiguration: NotRequired[ExternalSourcesRetrieveAndGenerateConfigurationOutputTypeDef],  # (3)

1. See RetrieveAndGenerateTypeType
2. See KnowledgeBaseRetrieveAndGenerateConfigurationOutputTypeDef
3. See ExternalSourcesRetrieveAndGenerateConfigurationOutputTypeDef

CreateMarketplaceModelEndpointRequestRequestTypeDef

# CreateMarketplaceModelEndpointRequestRequestTypeDef definition

class CreateMarketplaceModelEndpointRequestRequestTypeDef(TypedDict):
    modelSourceIdentifier: str,
    endpointConfig: EndpointConfigTypeDef,  # (1)
    endpointName: str,
    acceptEula: NotRequired[bool],
    clientRequestToken: NotRequired[str],
    tags: NotRequired[Sequence[TagTypeDef]],  # (2)

1. See EndpointConfigTypeDef
2. See TagTypeDef

UpdateMarketplaceModelEndpointRequestRequestTypeDef

# UpdateMarketplaceModelEndpointRequestRequestTypeDef definition

class UpdateMarketplaceModelEndpointRequestRequestTypeDef(TypedDict):
    endpointArn: str,
    endpointConfig: EndpointConfigTypeDef,  # (1)
    clientRequestToken: NotRequired[str],

1. See EndpointConfigTypeDef

EvaluationConfigTypeDef

# EvaluationConfigTypeDef definition

class EvaluationConfigTypeDef(TypedDict):
    automated: NotRequired[AutomatedEvaluationConfigUnionTypeDef],  # (1)
    human: NotRequired[HumanEvaluationConfigUnionTypeDef],  # (2)

1. See AutomatedEvaluationConfigTypeDef AutomatedEvaluationConfigOutputTypeDef
2. See HumanEvaluationConfigTypeDef HumanEvaluationConfigOutputTypeDef

KnowledgeBaseConfigOutputTypeDef

# KnowledgeBaseConfigOutputTypeDef definition

class KnowledgeBaseConfigOutputTypeDef(TypedDict):
    retrieveConfig: NotRequired[RetrieveConfigOutputTypeDef],  # (1)
    retrieveAndGenerateConfig: NotRequired[RetrieveAndGenerateConfigurationOutputTypeDef],  # (2)

1. See RetrieveConfigOutputTypeDef
2. See RetrieveAndGenerateConfigurationOutputTypeDef

KnowledgeBaseRetrievalConfigurationTypeDef

# KnowledgeBaseRetrievalConfigurationTypeDef definition

class KnowledgeBaseRetrievalConfigurationTypeDef(TypedDict):
    vectorSearchConfiguration: KnowledgeBaseVectorSearchConfigurationUnionTypeDef,  # (1)

1. See KnowledgeBaseVectorSearchConfigurationTypeDef KnowledgeBaseVectorSearchConfigurationOutputTypeDef

TrainingDataConfigTypeDef

# TrainingDataConfigTypeDef definition

class TrainingDataConfigTypeDef(TypedDict):
    s3Uri: NotRequired[str],
    invocationLogsConfig: NotRequired[InvocationLogsConfigUnionTypeDef],  # (1)

1. See InvocationLogsConfigTypeDef InvocationLogsConfigOutputTypeDef

ExternalSourcesRetrieveAndGenerateConfigurationTypeDef

# ExternalSourcesRetrieveAndGenerateConfigurationTypeDef definition

class ExternalSourcesRetrieveAndGenerateConfigurationTypeDef(TypedDict):
    modelArn: str,
    sources: Sequence[ExternalSourceUnionTypeDef],  # (1)
    generationConfiguration: NotRequired[ExternalSourcesGenerationConfigurationUnionTypeDef],  # (2)

1. See ExternalSourceTypeDef ExternalSourceOutputTypeDef
2. See ExternalSourcesGenerationConfigurationTypeDef ExternalSourcesGenerationConfigurationOutputTypeDef

RAGConfigOutputTypeDef

# RAGConfigOutputTypeDef definition

class RAGConfigOutputTypeDef(TypedDict):
    knowledgeBaseConfig: NotRequired[KnowledgeBaseConfigOutputTypeDef],  # (1)

1. See KnowledgeBaseConfigOutputTypeDef

CreateModelCustomizationJobRequestRequestTypeDef

# CreateModelCustomizationJobRequestRequestTypeDef definition

class CreateModelCustomizationJobRequestRequestTypeDef(TypedDict):
    jobName: str,
    customModelName: str,
    roleArn: str,
    baseModelIdentifier: str,
    trainingDataConfig: TrainingDataConfigTypeDef,  # (1)
    outputDataConfig: OutputDataConfigTypeDef,  # (2)
    clientRequestToken: NotRequired[str],
    customizationType: NotRequired[CustomizationTypeType],  # (3)
    customModelKmsKeyId: NotRequired[str],
    jobTags: NotRequired[Sequence[TagTypeDef]],  # (4)
    customModelTags: NotRequired[Sequence[TagTypeDef]],  # (4)
    validationDataConfig: NotRequired[ValidationDataConfigTypeDef],  # (6)
    hyperParameters: NotRequired[Mapping[str, str]],
    vpcConfig: NotRequired[VpcConfigTypeDef],  # (7)
    customizationConfig: NotRequired[CustomizationConfigTypeDef],  # (8)

1. See TrainingDataConfigTypeDef
2. See OutputDataConfigTypeDef
3. See CustomizationTypeType
4. See TagTypeDef
5. See TagTypeDef
6. See ValidationDataConfigTypeDef
7. See VpcConfigTypeDef
8. See CustomizationConfigTypeDef

EvaluationInferenceConfigOutputTypeDef

# EvaluationInferenceConfigOutputTypeDef definition

class EvaluationInferenceConfigOutputTypeDef(TypedDict):
    models: NotRequired[list[EvaluationModelConfigTypeDef]],  # (1)
    ragConfigs: NotRequired[list[RAGConfigOutputTypeDef]],  # (2)

1. See EvaluationModelConfigTypeDef
2. See RAGConfigOutputTypeDef

KnowledgeBaseRetrieveAndGenerateConfigurationTypeDef

# KnowledgeBaseRetrieveAndGenerateConfigurationTypeDef definition

class KnowledgeBaseRetrieveAndGenerateConfigurationTypeDef(TypedDict):
    knowledgeBaseId: str,
    modelArn: str,
    retrievalConfiguration: NotRequired[KnowledgeBaseRetrievalConfigurationUnionTypeDef],  # (1)
    generationConfiguration: NotRequired[GenerationConfigurationUnionTypeDef],  # (2)
    orchestrationConfiguration: NotRequired[OrchestrationConfigurationTypeDef],  # (3)

1. See KnowledgeBaseRetrievalConfigurationTypeDef KnowledgeBaseRetrievalConfigurationOutputTypeDef
2. See GenerationConfigurationTypeDef GenerationConfigurationOutputTypeDef
3. See OrchestrationConfigurationTypeDef

RetrieveConfigTypeDef

# RetrieveConfigTypeDef definition

class RetrieveConfigTypeDef(TypedDict):
    knowledgeBaseId: str,
    knowledgeBaseRetrievalConfiguration: KnowledgeBaseRetrievalConfigurationUnionTypeDef,  # (1)

1. See KnowledgeBaseRetrievalConfigurationTypeDef KnowledgeBaseRetrievalConfigurationOutputTypeDef

GetEvaluationJobResponseTypeDef

# GetEvaluationJobResponseTypeDef definition

class GetEvaluationJobResponseTypeDef(TypedDict):
    jobName: str,
    status: EvaluationJobStatusType,  # (1)
    jobArn: str,
    jobDescription: str,
    roleArn: str,
    customerEncryptionKeyId: str,
    jobType: EvaluationJobTypeType,  # (2)
    applicationType: ApplicationTypeType,  # (3)
    evaluationConfig: EvaluationConfigOutputTypeDef,  # (4)
    inferenceConfig: EvaluationInferenceConfigOutputTypeDef,  # (5)
    outputDataConfig: EvaluationOutputDataConfigTypeDef,  # (6)
    creationTime: datetime,
    lastModifiedTime: datetime,
    failureMessages: list[str],
    ResponseMetadata: ResponseMetadataTypeDef,  # (7)

1. See EvaluationJobStatusType
2. See EvaluationJobTypeType
3. See ApplicationTypeType
4. See EvaluationConfigOutputTypeDef
5. See EvaluationInferenceConfigOutputTypeDef
6. See EvaluationOutputDataConfigTypeDef
7. See ResponseMetadataTypeDef

RetrieveAndGenerateConfigurationTypeDef

# RetrieveAndGenerateConfigurationTypeDef definition

class RetrieveAndGenerateConfigurationTypeDef(TypedDict):
    type: RetrieveAndGenerateTypeType,  # (1)
    knowledgeBaseConfiguration: NotRequired[KnowledgeBaseRetrieveAndGenerateConfigurationUnionTypeDef],  # (2)
    externalSourcesConfiguration: NotRequired[ExternalSourcesRetrieveAndGenerateConfigurationUnionTypeDef],  # (3)

1. See RetrieveAndGenerateTypeType
2. See KnowledgeBaseRetrieveAndGenerateConfigurationTypeDef KnowledgeBaseRetrieveAndGenerateConfigurationOutputTypeDef
3. See ExternalSourcesRetrieveAndGenerateConfigurationTypeDef ExternalSourcesRetrieveAndGenerateConfigurationOutputTypeDef

KnowledgeBaseConfigTypeDef

# KnowledgeBaseConfigTypeDef definition

class KnowledgeBaseConfigTypeDef(TypedDict):
    retrieveConfig: NotRequired[RetrieveConfigUnionTypeDef],  # (1)
    retrieveAndGenerateConfig: NotRequired[RetrieveAndGenerateConfigurationUnionTypeDef],  # (2)

1. See RetrieveConfigTypeDef RetrieveConfigOutputTypeDef
2. See RetrieveAndGenerateConfigurationTypeDef RetrieveAndGenerateConfigurationOutputTypeDef

RAGConfigTypeDef

# RAGConfigTypeDef definition

class RAGConfigTypeDef(TypedDict):
    knowledgeBaseConfig: NotRequired[KnowledgeBaseConfigUnionTypeDef],  # (1)

1. See KnowledgeBaseConfigTypeDef KnowledgeBaseConfigOutputTypeDef

EvaluationInferenceConfigTypeDef

# EvaluationInferenceConfigTypeDef definition

class EvaluationInferenceConfigTypeDef(TypedDict):
    models: NotRequired[Sequence[EvaluationModelConfigTypeDef]],  # (1)
    ragConfigs: NotRequired[Sequence[RAGConfigUnionTypeDef]],  # (2)

1. See EvaluationModelConfigTypeDef
2. See RAGConfigTypeDef RAGConfigOutputTypeDef

CreateEvaluationJobRequestRequestTypeDef

# CreateEvaluationJobRequestRequestTypeDef definition

class CreateEvaluationJobRequestRequestTypeDef(TypedDict):
    jobName: str,
    roleArn: str,
    evaluationConfig: EvaluationConfigTypeDef,  # (1)
    inferenceConfig: EvaluationInferenceConfigTypeDef,  # (2)
    outputDataConfig: EvaluationOutputDataConfigTypeDef,  # (3)
    jobDescription: NotRequired[str],
    clientRequestToken: NotRequired[str],
    customerEncryptionKeyId: NotRequired[str],
    jobTags: NotRequired[Sequence[TagTypeDef]],  # (4)
    applicationType: NotRequired[ApplicationTypeType],  # (5)

1. See EvaluationConfigTypeDef
2. See EvaluationInferenceConfigTypeDef
3. See EvaluationOutputDataConfigTypeDef
4. See TagTypeDef
5. See ApplicationTypeType