Bedrock¶
Client¶
AsyncBedrockClient
¶
Describes the API operations for creating, managing, fine-turning, and evaluating Amazon Bedrock models.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
config
|
Config | None
|
Optional configuration for the client. Here you can set things like the endpoint for HTTP services or auth credentials. |
None
|
plugins
|
list[Plugin] | None
|
A list of callables that modify the configuration dynamically. These can be used to set defaults, for example. |
None
|
Operations¶
batch_delete_advanced_prompt_optimization_jobbatch_delete_evaluation_jobcancel_automated_reasoning_policy_build_workflowcreate_advanced_prompt_optimization_jobcreate_automated_reasoning_policycreate_automated_reasoning_policy_test_casecreate_automated_reasoning_policy_versioncreate_custom_modelcreate_custom_model_deploymentcreate_evaluation_jobcreate_foundation_model_agreementcreate_guardrailcreate_guardrail_versioncreate_inference_profilecreate_marketplace_model_endpointcreate_model_copy_jobcreate_model_customization_jobcreate_model_import_jobcreate_model_invocation_jobcreate_prompt_routercreate_provisioned_model_throughputdelete_automated_reasoning_policydelete_automated_reasoning_policy_build_workflowdelete_automated_reasoning_policy_test_casedelete_custom_modeldelete_custom_model_deploymentdelete_enforced_guardrail_configurationdelete_foundation_model_agreementdelete_guardraildelete_imported_modeldelete_inference_profiledelete_marketplace_model_endpointdelete_model_invocation_logging_configurationdelete_prompt_routerdelete_provisioned_model_throughputdelete_resource_policyderegister_marketplace_model_endpointexport_automated_reasoning_policy_versionget_account_data_retentionget_advanced_prompt_optimization_jobget_automated_reasoning_policyget_automated_reasoning_policy_annotationsget_automated_reasoning_policy_build_workflowget_automated_reasoning_policy_build_workflow_result_assetsget_automated_reasoning_policy_next_scenarioget_automated_reasoning_policy_test_caseget_automated_reasoning_policy_test_resultget_custom_modelget_custom_model_deploymentget_evaluation_jobget_foundation_modelget_foundation_model_availabilityget_guardrailget_imported_modelget_inference_profileget_marketplace_model_endpointget_model_copy_jobget_model_customization_jobget_model_import_jobget_model_invocation_jobget_model_invocation_logging_configurationget_prompt_routerget_provisioned_model_throughputget_resource_policyget_use_case_for_model_accesslist_advanced_prompt_optimization_jobslist_automated_reasoning_policieslist_automated_reasoning_policy_build_workflowslist_automated_reasoning_policy_test_caseslist_automated_reasoning_policy_test_resultslist_custom_model_deploymentslist_custom_modelslist_enforced_guardrails_configurationlist_evaluation_jobslist_foundation_model_agreement_offerslist_foundation_modelslist_guardrailslist_imported_modelslist_inference_profileslist_marketplace_model_endpointslist_model_copy_jobslist_model_customization_jobslist_model_import_jobslist_model_invocation_jobslist_prompt_routerslist_provisioned_model_throughputslist_tags_for_resourceput_account_data_retentionput_enforced_guardrail_configurationput_model_invocation_logging_configurationput_resource_policyput_use_case_for_model_accessregister_marketplace_model_endpointstart_automated_reasoning_policy_build_workflowstart_automated_reasoning_policy_test_workflowstop_advanced_prompt_optimization_jobstop_evaluation_jobstop_model_customization_jobstop_model_invocation_jobtag_resourceuntag_resourceupdate_automated_reasoning_policyupdate_automated_reasoning_policy_annotationsupdate_automated_reasoning_policy_test_caseupdate_custom_model_deploymentupdate_guardrailupdate_marketplace_model_endpointupdate_provisioned_model_throughput
Configuration¶
Config
dataclass
¶
Config(*, auth_scheme_resolver: HTTPAuthSchemeResolver | None = None, auth_schemes: dict[ShapeID, AuthScheme[Any, Any, Any, Any]] | None = None, aws_access_key_id: str | None = None, aws_credentials_identity_resolver: IdentityResolver[AWSCredentialsIdentity, AWSIdentityProperties] | None = None, aws_secret_access_key: str | None = None, aws_session_token: str | None = None, endpoint_resolver: EndpointResolver | None = None, endpoint_uri: str | URI | None = None, http_request_config: HTTPRequestConfiguration | None = None, interceptors: list[_ServiceInterceptor] | None = None, protocol: ClientProtocol[Any, Any] | None = None, region: str | None = None, retry_strategy: RetryStrategy | RetryStrategyOptions | None = None, sdk_ua_app_id: str | None = None, transport: ClientTransport[Any, Any] | None = None, user_agent_extra: str | None = None)
Configuration for Bedrock.
Attributes¶
auth_scheme_resolver
instance-attribute
¶
auth_scheme_resolver: HTTPAuthSchemeResolver = auth_scheme_resolver or HTTPAuthSchemeResolver()
An auth scheme resolver that determines the auth scheme for each operation.
auth_schemes
instance-attribute
¶
auth_schemes: dict[ShapeID, AuthScheme[Any, Any, Any, Any]] = auth_schemes or {ShapeID('aws.auth#sigv4'): SigV4AuthScheme(service='bedrock')}
A map of auth scheme ids to auth schemes.
aws_access_key_id
instance-attribute
¶
aws_access_key_id: str | None = aws_access_key_id
The identifier for a secret access key.
aws_credentials_identity_resolver
instance-attribute
¶
aws_credentials_identity_resolver: IdentityResolver[AWSCredentialsIdentity, AWSIdentityProperties] | None = aws_credentials_identity_resolver
Resolves AWS Credentials. Required for operations that use Sigv4 Auth.
aws_secret_access_key
instance-attribute
¶
aws_secret_access_key: str | None = aws_secret_access_key
A secret access key that can be used to sign requests.
aws_session_token
instance-attribute
¶
aws_session_token: str | None = aws_session_token
An access key ID that identifies temporary security credentials.
endpoint_resolver
instance-attribute
¶
endpoint_resolver: EndpointResolver = endpoint_resolver or StandardRegionalEndpointsResolver(endpoint_prefix='bedrock')
The endpoint resolver used to resolve the final endpoint per-operation based on the configuration.
endpoint_uri
instance-attribute
¶
endpoint_uri: str | URI | None = endpoint_uri
A static URI to route requests to.
http_request_config
instance-attribute
¶
http_request_config: HTTPRequestConfiguration | None = http_request_config
Configuration for individual HTTP requests.
interceptors
instance-attribute
¶
interceptors: list[_ServiceInterceptor] = interceptors or []
The list of interceptors, which are hooks that are called during the execution of a request.
protocol
instance-attribute
¶
protocol: ClientProtocol[Any, Any] | None = protocol or RestJsonClientProtocol(_SCHEMA_AMAZON_BEDROCK_CONTROL_PLANE_SERVICE)
The protocol to serialize and deserialize requests with.
region
instance-attribute
¶
region: str | None = region
The AWS region to connect to. The configured region is used to determine the service endpoint.
retry_strategy
instance-attribute
¶
retry_strategy: RetryStrategy | RetryStrategyOptions | None = retry_strategy
The retry strategy or options for configuring retry behavior. Can be either a configured RetryStrategy or RetryStrategyOptions to create one.
sdk_ua_app_id
instance-attribute
¶
sdk_ua_app_id: str | None = sdk_ua_app_id
A unique and opaque application ID that is appended to the User-Agent header.
transport
instance-attribute
¶
transport: ClientTransport[Any, Any] | None = transport or AIOHTTPClient()
The transport to use to send requests (e.g. an HTTP client).
user_agent_extra
instance-attribute
¶
user_agent_extra: str | None = user_agent_extra
Additional suffix to be added to the User-Agent header.
Methods:¶
set_auth_scheme
¶
set_auth_scheme(scheme: AuthScheme[Any, Any, Any, Any]) -> None
Sets the implementation of an auth scheme.
Using this method ensures the correct key is used.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
scheme
|
AuthScheme[Any, Any, Any, Any]
|
The auth scheme to add. |
required |
Plugin
module-attribute
¶
Plugin: TypeAlias = Callable[[Config], None]
A callable that allows customizing the config object on each request.
Structures¶
AccountEnforcedGuardrailInferenceInputConfigurationAccountEnforcedGuardrailOutputConfigurationAdvancedPromptOptimizationInputConfigAdvancedPromptOptimizationJobSummaryAdvancedPromptOptimizationOutputConfigAgreementAvailabilityAutomatedEvaluationConfigAutomatedEvaluationCustomMetricConfigAutomatedReasoningCheckImpossibleFindingAutomatedReasoningCheckInputTextReferenceAutomatedReasoningCheckInvalidFindingAutomatedReasoningCheckLogicWarningAutomatedReasoningCheckNoTranslationsFindingAutomatedReasoningCheckRuleAutomatedReasoningCheckSatisfiableFindingAutomatedReasoningCheckScenarioAutomatedReasoningCheckTooComplexFindingAutomatedReasoningCheckTranslationAutomatedReasoningCheckTranslationAmbiguousFindingAutomatedReasoningCheckTranslationOptionAutomatedReasoningCheckValidFindingAutomatedReasoningLogicStatementAutomatedReasoningPolicyAddRuleAnnotationAutomatedReasoningPolicyAddRuleFromNaturalLanguageAnnotationAutomatedReasoningPolicyAddRuleMutationAutomatedReasoningPolicyAddTypeAnnotationAutomatedReasoningPolicyAddTypeMutationAutomatedReasoningPolicyAddTypeValueAutomatedReasoningPolicyAddVariableAnnotationAutomatedReasoningPolicyAddVariableMutationAutomatedReasoningPolicyAnnotatedChunkAutomatedReasoningPolicyAnnotatedLineAutomatedReasoningPolicyAtomicStatementAutomatedReasoningPolicyBuildLogAutomatedReasoningPolicyBuildLogEntryAutomatedReasoningPolicyBuildResultAssetManifestAutomatedReasoningPolicyBuildResultAssetManifestEntryAutomatedReasoningPolicyBuildStepAutomatedReasoningPolicyBuildStepMessageAutomatedReasoningPolicyBuildWorkflowDocumentAutomatedReasoningPolicyBuildWorkflowRepairContentAutomatedReasoningPolicyBuildWorkflowSourceAutomatedReasoningPolicyBuildWorkflowSummaryAutomatedReasoningPolicyDefinitionAutomatedReasoningPolicyDefinitionQualityReportAutomatedReasoningPolicyDefinitionRuleAutomatedReasoningPolicyDefinitionTypeAutomatedReasoningPolicyDefinitionTypeValueAutomatedReasoningPolicyDefinitionTypeValuePairAutomatedReasoningPolicyDefinitionVariableAutomatedReasoningPolicyDeleteRuleAnnotationAutomatedReasoningPolicyDeleteRuleMutationAutomatedReasoningPolicyDeleteTypeAnnotationAutomatedReasoningPolicyDeleteTypeMutationAutomatedReasoningPolicyDeleteTypeValueAutomatedReasoningPolicyDeleteVariableAnnotationAutomatedReasoningPolicyDeleteVariableMutationAutomatedReasoningPolicyDisjointRuleSetAutomatedReasoningPolicyFidelityReportAutomatedReasoningPolicyGeneratedTestCaseAutomatedReasoningPolicyGeneratedTestCasesAutomatedReasoningPolicyIngestContentAnnotationAutomatedReasoningPolicyIterativeRefinementContentAutomatedReasoningPolicyPlanningAutomatedReasoningPolicyReportSourceDocumentAutomatedReasoningPolicyRuleReportAutomatedReasoningPolicyScenarioAutomatedReasoningPolicyScenariosAutomatedReasoningPolicySourceDocumentAutomatedReasoningPolicyStatementLocationAutomatedReasoningPolicyStatementReferenceAutomatedReasoningPolicySummaryAutomatedReasoningPolicyTestCaseAutomatedReasoningPolicyTestResultAutomatedReasoningPolicyUpdateFromRuleFeedbackAnnotationAutomatedReasoningPolicyUpdateFromScenarioFeedbackAnnotationAutomatedReasoningPolicyUpdateRuleAnnotationAutomatedReasoningPolicyUpdateRuleMutationAutomatedReasoningPolicyUpdateTypeAnnotationAutomatedReasoningPolicyUpdateTypeMutationAutomatedReasoningPolicyUpdateTypeValueAutomatedReasoningPolicyUpdateVariableAnnotationAutomatedReasoningPolicyUpdateVariableMutationAutomatedReasoningPolicyVariableReportBatchDeleteAdvancedPromptOptimizationJobErrorBatchDeleteAdvancedPromptOptimizationJobItemBatchDeleteEvaluationJobErrorBatchDeleteEvaluationJobItemBedrockEvaluatorModelByteContentDocCloudWatchConfigCustomMetricBedrockEvaluatorModelCustomMetricDefinitionCustomMetricEvaluatorModelConfigCustomModelDeploymentSummaryCustomModelDeploymentUpdateDetailsCustomModelSummaryCustomModelUnitsDataProcessingDetailsDimensionalPriceRateDistillationConfigEvaluationBedrockModelEvaluationDatasetEvaluationDatasetMetricConfigEvaluationInferenceConfigSummaryEvaluationModelConfigSummaryEvaluationOutputDataConfigEvaluationPrecomputedInferenceSourceEvaluationPrecomputedRetrieveAndGenerateSourceConfigEvaluationPrecomputedRetrieveSourceConfigEvaluationRagConfigSummaryEvaluationSummaryExternalSourceExternalSourcesGenerationConfigurationExternalSourcesRetrieveAndGenerateConfigurationFieldForRerankingFilterAttributeFoundationModelDetailsFoundationModelLifecycleFoundationModelSummaryGenerationConfigurationGuardrailAutomatedReasoningPolicyGuardrailAutomatedReasoningPolicyConfigGuardrailConfigurationGuardrailContentFilterGuardrailContentFilterConfigGuardrailContentFiltersTierGuardrailContentFiltersTierConfigGuardrailContentPolicyGuardrailContentPolicyConfigGuardrailContextualGroundingFilterGuardrailContextualGroundingFilterConfigGuardrailContextualGroundingPolicyGuardrailContextualGroundingPolicyConfigGuardrailCrossRegionConfigGuardrailCrossRegionDetailsGuardrailManagedWordsGuardrailManagedWordsConfigGuardrailPiiEntityGuardrailPiiEntityConfigGuardrailRegexGuardrailRegexConfigGuardrailSensitiveInformationPolicyGuardrailSensitiveInformationPolicyConfigGuardrailSummaryGuardrailTopicGuardrailTopicConfigGuardrailTopicPolicyGuardrailTopicPolicyConfigGuardrailTopicsTierGuardrailTopicsTierConfigGuardrailWordGuardrailWordConfigGuardrailWordPolicyGuardrailWordPolicyConfigHumanEvaluationConfigHumanEvaluationCustomMetricHumanWorkflowConfigImplicitFilterConfigurationImportedModelSummaryInferenceConfigurationInferenceProfileModelInferenceProfileSummaryInvocationLogsConfigKbInferenceConfigKnowledgeBaseRetrievalConfigurationKnowledgeBaseRetrieveAndGenerateConfigurationKnowledgeBaseVectorSearchConfigurationLambdaGraderConfigLegalTermLoggingConfigMarketplaceModelEndpointMarketplaceModelEndpointSummaryMetadataAttributeSchemaMetadataConfigurationForRerankingModelConfigurationModelCopyJobSummaryModelCustomizationJobSummaryModelEnforcementModelImportJobSummaryModelInvocationJobS3InputDataConfigModelInvocationJobS3OutputDataConfigModelInvocationJobSummaryModelPackageArnDataSourceOfferOrchestrationConfigurationOutputDataConfigPerformanceConfigurationPricingTermPromptRouterSummaryPromptRouterTargetModelPromptTemplateProvisionedModelSummaryQueryTransformationConfigurationRFTConfigRFTHyperParametersRatingScaleItemRequestMetadataBaseFiltersRetrieveAndGenerateConfigurationRetrieveConfigRoutingCriteriaS3ConfigS3DataSourceS3ObjectDocSageMakerEndpointSelectiveContentGuardingStatusDetailsSupportTermTagTeacherModelConfigTermDetailsTextInferenceConfigTrainingDataConfigTrainingDetailsTrainingMetricsValidationDataConfigValidationDetailsValidatorValidatorMetricValidityTermVectorSearchBedrockRerankingConfigurationVectorSearchBedrockRerankingModelConfigurationVectorSearchRerankingConfigurationVpcConfig
Errors¶
AccessDeniedExceptionConflictExceptionInternalServerExceptionResourceInUseExceptionResourceNotFoundExceptionServiceErrorServiceQuotaExceededExceptionServiceUnavailableExceptionThrottlingExceptionTooManyTagsExceptionValidationException
Unions¶
AutomatedEvaluationCustomMetricSourceAutomatedReasoningCheckFindingAutomatedReasoningPolicyAnnotatedContentAutomatedReasoningPolicyAnnotationAutomatedReasoningPolicyBuildResultAssetsAutomatedReasoningPolicyBuildStepContextAutomatedReasoningPolicyDefinitionElementAutomatedReasoningPolicyGenerateFidelityReportContentAutomatedReasoningPolicyMutationAutomatedReasoningPolicyTypeValueAnnotationAutomatedReasoningPolicyWorkflowTypeContentCustomModelDataSourceCustomizationConfigEndpointConfigEvaluationConfigEvaluationDatasetLocationEvaluationInferenceConfigEvaluationModelConfigEvaluationPrecomputedRagSourceConfigEvaluatorModelConfigGraderConfigInferenceProfileModelSourceInvocationLogSourceKnowledgeBaseConfigModelDataSourceModelInvocationJobInputDataConfigModelInvocationJobOutputDataConfigRAGConfigRatingScaleItemValueRequestMetadataFiltersRerankingMetadataSelectiveModeConfigurationRetrievalFilter
Enums¶
AdvancedPromptOptimizationJobStatusAgreementStatusApplicationTypeAttributeTypeAuthorizationStatusAutomatedReasoningCheckLogicWarningTypeAutomatedReasoningCheckResultAutomatedReasoningPolicyAnnotationStatusAutomatedReasoningPolicyBuildDocumentContentTypeAutomatedReasoningPolicyBuildMessageTypeAutomatedReasoningPolicyBuildResultAssetTypeAutomatedReasoningPolicyBuildWorkflowStatusAutomatedReasoningPolicyBuildWorkflowTypeAutomatedReasoningPolicyTestRunResultAutomatedReasoningPolicyTestRunStatusCommitmentDurationCustomModelDeploymentStatusCustomModelDeploymentUpdateStatusCustomizationTypeDataRetentionModeEntitlementAvailabilityEvaluationJobStatusEvaluationJobTypeEvaluationTaskTypeExternalSourceTypeFineTuningJobStatusFoundationModelLifecycleStatusGuardrailContentFilterActionGuardrailContentFilterTypeGuardrailContentFiltersTierNameGuardrailContextualGroundingActionGuardrailContextualGroundingFilterTypeGuardrailFilterStrengthGuardrailManagedWordsTypeGuardrailModalityGuardrailPiiEntityTypeGuardrailSensitiveInformationActionGuardrailStatusGuardrailTopicActionGuardrailTopicTypeGuardrailTopicsTierNameGuardrailWordActionInferenceProfileStatusInferenceProfileTypeInferenceTypeInputTagsJobStatusDetailsModelCopyJobStatusModelCustomizationModelCustomizationJobStatusModelImportJobStatusModelInvocationJobStatusModelInvocationTypeModelModalityModelStatusOfferTypePerformanceConfigLatencyPromptRouterStatusPromptRouterTypeProvisionedModelStatusQueryTransformationTypeReasoningEffortRegionAvailabilityRerankingMetadataSelectionModeRetrieveAndGenerateTypeS3InputFormatSearchTypeSelectiveGuardingModeSortByProvisionedModelsSortJobsBySortModelsBySortOrderStatusVectorSearchRerankingConfigurationType