Package software.amazon.awscdk.cfnpropertymixins.services.bedrock

Interface CfnFlowPropsMixin.KnowledgeBaseFlowNodeConfigurationProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnFlowPropsMixin.KnowledgeBaseFlowNodeConfigurationProperty.Jsii$Proxy

Enclosing class:

CfnFlowPropsMixin

@Stability(Stable)
public static interface CfnFlowPropsMixin.KnowledgeBaseFlowNodeConfigurationProperty
extends software.amazon.jsii.JsiiSerializable

Contains configurations for a knowledge base node in a flow.

This node takes a query as the input and returns, as the output, the retrieved responses directly (as an array) or a response generated based on the retrieved responses. For more information, see Node types in a flow in the Amazon Bedrock User Guide.

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.cfnpropertymixins.services.bedrock.*;
 Object additionalModelRequestFields;
 KnowledgeBaseFlowNodeConfigurationProperty knowledgeBaseFlowNodeConfigurationProperty = KnowledgeBaseFlowNodeConfigurationProperty.builder()
         .guardrailConfiguration(GuardrailConfigurationProperty.builder()
                 .guardrailIdentifier("guardrailIdentifier")
                 .guardrailVersion("guardrailVersion")
                 .build())
         .inferenceConfiguration(PromptInferenceConfigurationProperty.builder()
                 .text(PromptModelInferenceConfigurationProperty.builder()
                         .maxTokens(123)
                         .stopSequences(List.of("stopSequences"))
                         .temperature(123)
                         .topP(123)
                         .build())
                 .build())
         .knowledgeBaseId("knowledgeBaseId")
         .modelId("modelId")
         .numberOfResults(123)
         .orchestrationConfiguration(KnowledgeBaseOrchestrationConfigurationProperty.builder()
                 .additionalModelRequestFields(additionalModelRequestFields)
                 .inferenceConfig(PromptInferenceConfigurationProperty.builder()
                         .text(PromptModelInferenceConfigurationProperty.builder()
                                 .maxTokens(123)
                                 .stopSequences(List.of("stopSequences"))
                                 .temperature(123)
                                 .topP(123)
                                 .build())
                         .build())
                 .performanceConfig(PerformanceConfigurationProperty.builder()
                         .latency("latency")
                         .build())
                 .promptTemplate(KnowledgeBasePromptTemplateProperty.builder()
                         .textPromptTemplate("textPromptTemplate")
                         .build())
                 .build())
         .promptTemplate(KnowledgeBasePromptTemplateProperty.builder()
                 .textPromptTemplate("textPromptTemplate")
                 .build())
         .rerankingConfiguration(VectorSearchRerankingConfigurationProperty.builder()
                 .bedrockRerankingConfiguration(VectorSearchBedrockRerankingConfigurationProperty.builder()
                         .metadataConfiguration(MetadataConfigurationForRerankingProperty.builder()
                                 .selectionMode("selectionMode")
                                 .selectiveModeConfiguration(RerankingMetadataSelectiveModeConfigurationProperty.builder()
                                         .fieldsToExclude(List.of(FieldForRerankingProperty.builder()
                                                 .fieldName("fieldName")
                                                 .build()))
                                         .fieldsToInclude(List.of(FieldForRerankingProperty.builder()
                                                 .fieldName("fieldName")
                                                 .build()))
                                         .build())
                                 .build())
                         .modelConfiguration(VectorSearchBedrockRerankingModelConfigurationProperty.builder()
                                 .additionalModelRequestFields(additionalModelRequestFields)
                                 .modelArn("modelArn")
                                 .build())
                         .numberOfRerankedResults(123)
                         .build())
                 .type("type")
                 .build())
         .build();
 

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-bedrock-flow-knowledgebaseflownodeconfiguration.html

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static final class	CfnFlowPropsMixin.KnowledgeBaseFlowNodeConfigurationProperty.Builder	A builder for CfnFlowPropsMixin.KnowledgeBaseFlowNodeConfigurationProperty
static final class	CfnFlowPropsMixin.KnowledgeBaseFlowNodeConfigurationProperty.Jsii$Proxy	An implementation for CfnFlowPropsMixin.KnowledgeBaseFlowNodeConfigurationProperty

Method Summary

Modifier and Type	Method	Description
static CfnFlowPropsMixin.KnowledgeBaseFlowNodeConfigurationProperty.Builder	builder()
default Object	getGuardrailConfiguration()	Contains configurations for a guardrail to apply during query and response generation for the knowledge base in this configuration.
default Object	getInferenceConfiguration()	Contains inference configurations for the prompt.
default String	getKnowledgeBaseId()	The unique identifier of the knowledge base to query.
default String	getModelId()	The unique identifier of the model or inference profile to use to generate a response from the query results.
default Number	getNumberOfResults()	The number of results to retrieve from the knowledge base.
default Object	getOrchestrationConfiguration()	The configuration for orchestrating the retrieval and generation process in the knowledge base node.
default Object	getPromptTemplate()	A custom prompt template to use with the knowledge base for generating responses.
default Object	getRerankingConfiguration()	The configuration for reranking the retrieved results from the knowledge base to improve relevance.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getGuardrailConfiguration

@Stability(Stable)
@Nullable
default Object getGuardrailConfiguration()

Contains configurations for a guardrail to apply during query and response generation for the knowledge base in this configuration.

Returns union: either IResolvable or CfnFlowPropsMixin.GuardrailConfigurationProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-bedrock-flow-knowledgebaseflownodeconfiguration.html#cfn-bedrock-flow-knowledgebaseflownodeconfiguration-guardrailconfiguration

getInferenceConfiguration

@Stability(Stable)
@Nullable
default Object getInferenceConfiguration()

Contains inference configurations for the prompt.

Returns union: either IResolvable or CfnFlowPropsMixin.PromptInferenceConfigurationProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-bedrock-flow-knowledgebaseflownodeconfiguration.html#cfn-bedrock-flow-knowledgebaseflownodeconfiguration-inferenceconfiguration

getKnowledgeBaseId

@Stability(Stable)
@Nullable
default String getKnowledgeBaseId()

The unique identifier of the knowledge base to query.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-bedrock-flow-knowledgebaseflownodeconfiguration.html#cfn-bedrock-flow-knowledgebaseflownodeconfiguration-knowledgebaseid

getModelId

@Stability(Stable)
@Nullable
default String getModelId()

The unique identifier of the model or inference profile to use to generate a response from the query results. Omit this field if you want to return the retrieved results as an array.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-bedrock-flow-knowledgebaseflownodeconfiguration.html#cfn-bedrock-flow-knowledgebaseflownodeconfiguration-modelid

getNumberOfResults

@Stability(Stable)
@Nullable
default Number getNumberOfResults()

The number of results to retrieve from the knowledge base.

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-bedrock-flow-knowledgebaseflownodeconfiguration.html#cfn-bedrock-flow-knowledgebaseflownodeconfiguration-numberofresults

getOrchestrationConfiguration

@Stability(Stable)
@Nullable
default Object getOrchestrationConfiguration()

The configuration for orchestrating the retrieval and generation process in the knowledge base node.

Returns union: either IResolvable or CfnFlowPropsMixin.KnowledgeBaseOrchestrationConfigurationProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-bedrock-flow-knowledgebaseflownodeconfiguration.html#cfn-bedrock-flow-knowledgebaseflownodeconfiguration-orchestrationconfiguration

getPromptTemplate

@Stability(Stable)
@Nullable
default Object getPromptTemplate()

A custom prompt template to use with the knowledge base for generating responses.

Returns union: either IResolvable or CfnFlowPropsMixin.KnowledgeBasePromptTemplateProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-bedrock-flow-knowledgebaseflownodeconfiguration.html#cfn-bedrock-flow-knowledgebaseflownodeconfiguration-prompttemplate

getRerankingConfiguration

@Stability(Stable)
@Nullable
default Object getRerankingConfiguration()

The configuration for reranking the retrieved results from the knowledge base to improve relevance.

Returns union: either IResolvable or CfnFlowPropsMixin.VectorSearchRerankingConfigurationProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-bedrock-flow-knowledgebaseflownodeconfiguration.html#cfn-bedrock-flow-knowledgebaseflownodeconfiguration-rerankingconfiguration

builder

@Stability(Stable)
static CfnFlowPropsMixin.KnowledgeBaseFlowNodeConfigurationProperty.Builder builder()

Returns:

a CfnFlowPropsMixin.KnowledgeBaseFlowNodeConfigurationProperty.Builder of CfnFlowPropsMixin.KnowledgeBaseFlowNodeConfigurationProperty