Package sk.iway.iwcm.rag.embedding

Class EmbeddingService

java.lang.Object

sk.iway.iwcm.rag.embedding.EmbeddingService

@Service
public class EmbeddingService
extends Object

Adapts CMS assistant and domain context to the framework-neutral embedding action.

Constructor Summary

Constructors

Constructor	Description
EmbeddingService(com.webjetcms.ai.AiClient aiClient, WebjetAiConfigurationService configurationService, List<AiInterface> providers)

Method Summary

Modifier and Type	Method	Description
EmbeddingBatchResult	embedWithUsage(List<String> texts, AssistantDefinitionEntity assistant, jakarta.servlet.http.HttpServletRequest request)	Creates document embeddings using provider and model settings from the selected assistant.
EmbeddingBatchResult	embedWithUsage(List<String> texts, AssistantDefinitionEntity assistant, jakarta.servlet.http.HttpServletRequest request, com.webjetcms.ai.EmbeddingInputType inputType)	Creates embeddings of the specified input type using request-scoped provider configuration.
EmbeddingBatchResult	embedWithUsage(List<String> texts, AssistantDefinitionEntity assistant, String domainName)	Creates document embeddings using provider configuration resolved for the specified domain.
EmbeddingBatchResult	embedWithUsage(List<String> texts, AssistantDefinitionEntity assistant, String domainName, com.webjetcms.ai.EmbeddingInputType inputType)	Creates embeddings of the specified input type using domain-scoped provider configuration.
int	getDimensions()	Returns the dimension required by the configured vector store.

Methods inherited from class java.lang.Object

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

Constructor Details

EmbeddingService

public EmbeddingService(com.webjetcms.ai.AiClient aiClient,
 WebjetAiConfigurationService configurationService,
 List<AiInterface> providers)

Method Details

embedWithUsage

public EmbeddingBatchResult embedWithUsage(List<String> texts,
 AssistantDefinitionEntity assistant,
 jakarta.servlet.http.HttpServletRequest request)
                                    throws ProviderCallException

Creates document embeddings using provider and model settings from the selected assistant. Provider configuration is resolved from the current request.

Parameters:

texts - texts to embed

assistant - assistant that selects the embedding provider and model

request - request used to resolve provider configuration

Returns:

generated embeddings and token usage, or an empty result when no texts are supplied

Throws:

ProviderCallException - if the assistant or provider configuration is invalid, or the provider response cannot be used

embedWithUsage

public EmbeddingBatchResult embedWithUsage(List<String> texts,
 AssistantDefinitionEntity assistant,
 jakarta.servlet.http.HttpServletRequest request,
 com.webjetcms.ai.EmbeddingInputType inputType)
                                    throws ProviderCallException

Creates embeddings of the specified input type using request-scoped provider configuration.

Parameters:

texts - texts to embed

assistant - assistant that selects the embedding provider and model

request - request used to resolve provider configuration

inputType - embedding input type

Returns:

generated embeddings and token usage, or an empty result when no texts are supplied

Throws:

ProviderCallException - if the assistant or provider configuration is invalid, or the provider response cannot be used

embedWithUsage

public EmbeddingBatchResult embedWithUsage(List<String> texts,
 AssistantDefinitionEntity assistant,
 String domainName)
                                    throws ProviderCallException

Creates document embeddings using provider configuration resolved for the specified domain.

Parameters:

texts - texts to embed

assistant - assistant that selects the embedding provider and model

domainName - domain whose provider configuration should be used

Returns:

generated embeddings and token usage, or an empty result when no texts are supplied

Throws:

ProviderCallException - if the assistant or provider configuration is invalid, or the provider response cannot be used

embedWithUsage

public EmbeddingBatchResult embedWithUsage(List<String> texts,
 AssistantDefinitionEntity assistant,
 String domainName,
 com.webjetcms.ai.EmbeddingInputType inputType)
                                    throws ProviderCallException

Creates embeddings of the specified input type using domain-scoped provider configuration.

Parameters:

texts - texts to embed

assistant - assistant that selects the embedding provider and model

domainName - domain whose provider configuration should be used

inputType - embedding input type

Returns:

generated embeddings and token usage, or an empty result when no texts are supplied

Throws:

ProviderCallException - if the assistant or provider configuration is invalid, or the provider response cannot be used

getDimensions

public int getDimensions()

Returns the dimension required by the configured vector store.