Class BaseRemoteEmbedderKnowledgeBaseModelProcessor<T extends BaseRemoteEmbeddingSettings>

java.lang.Object

com.flowable.agent.engine.impl.model.BaseModelProcessor

com.flowable.agent.engine.impl.model.embedding.BaseRemoteEmbedderKnowledgeBaseModelProcessor<T>

All Implemented Interfaces:

KnowledgeBaseModelProcessor

Direct Known Subclasses:

AzureOpenAiEmbedderKnowledgeBaseModelProcessor, OpenAiEmbedderKnowledgeBaseModelProcessor

public abstract class BaseRemoteEmbedderKnowledgeBaseModelProcessor<T extends BaseRemoteEmbeddingSettings>
extends BaseModelProcessor
implements KnowledgeBaseModelProcessor

Author:

Filip Hrisafov

Nested Class Summary

Nested classes/interfaces inherited from class BaseModelProcessor

BaseModelProcessor.ApiKeyHeader

Field Summary

Fields

Modifier and Type	Field	Description
protected final Class<T>	embedderModelClass

Fields inherited from class BaseModelProcessor

engineConfiguration, modelType

Constructor Summary

Constructors

Constructor	Description
BaseRemoteEmbedderKnowledgeBaseModelProcessor(AgentEngineConfiguration engineConfiguration, Class<T> embedderModelClass)

Method Summary

Modifier and Type	Method	Description
boolean	canProcess(KnowledgeBaseDefinitionModel knowledgeBaseDefinitionModel)
protected abstract org.springframework.ai.embedding.EmbeddingModel	createEmbeddingModel(KnowledgeBaseDefinitionModel model, T embeddingSettings, String tenantId)
protected abstract org.springframework.ai.embedding.EmbeddingOptions	createEmbeddingOptions(T embeddingSettings)
protected KnowledgeBaseEmbedder	createKnowledgeBaseEmbedder(KnowledgeBaseDefinitionModel model, T embeddingSettings, String tenantId)
protected abstract Integer	determineDimensions(T model)
protected FlowableAuthenticationApiKey	determineEmbedderAuthenticationApiKey(T embeddingSettings, String modelKey)
protected abstract String	getEmbedderVendorName()
protected FlowableAuthenticationApiKey	getFallbackAuthenticationApiKey(String aiVendor, String modelKey)
void	processModel(KnowledgeBaseDefinitionModel model, KnowledgeBaseDefinition definition)

Methods inherited from class BaseModelProcessor

determineFlowableApplicationApiKey, determineFlowableApplicationApiKey, getApiKeyHeader, getConfigurationService, getPlatformEngineConfiguration, getPlatformManagementService, resolveCredentialsAsApiKey, resolveExpressionApiKey, resolveOauth2ClientApiKey, resolveSecretApiKey

Methods inherited from class Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Details

embedderModelClass

protected final Class<T extends BaseRemoteEmbeddingSettings> embedderModelClass

Constructor Details

BaseRemoteEmbedderKnowledgeBaseModelProcessor

public BaseRemoteEmbedderKnowledgeBaseModelProcessor(AgentEngineConfiguration engineConfiguration,
 Class<T> embedderModelClass)

Method Details

canProcess

public boolean canProcess(KnowledgeBaseDefinitionModel knowledgeBaseDefinitionModel)

Specified by:

canProcess in interface KnowledgeBaseModelProcessor

processModel

public void processModel(KnowledgeBaseDefinitionModel model,
 KnowledgeBaseDefinition definition)

Specified by:

processModel in interface KnowledgeBaseModelProcessor

createKnowledgeBaseEmbedder

protected KnowledgeBaseEmbedder createKnowledgeBaseEmbedder(KnowledgeBaseDefinitionModel model,
 T embeddingSettings,
 String tenantId)

determineEmbedderAuthenticationApiKey

protected FlowableAuthenticationApiKey determineEmbedderAuthenticationApiKey(T embeddingSettings,
 String modelKey)

getEmbedderVendorName

protected abstract String getEmbedderVendorName()

createEmbeddingModel

protected abstract org.springframework.ai.embedding.EmbeddingModel createEmbeddingModel(KnowledgeBaseDefinitionModel model,
 T embeddingSettings,
 String tenantId)

createEmbeddingOptions

protected abstract org.springframework.ai.embedding.EmbeddingOptions createEmbeddingOptions(T embeddingSettings)

determineDimensions

protected abstract Integer determineDimensions(T model)

getFallbackAuthenticationApiKey

protected FlowableAuthenticationApiKey getFallbackAuthenticationApiKey(String aiVendor,
 String modelKey)

Specified by:

getFallbackAuthenticationApiKey in class BaseModelProcessor