Class JinaEmbeddingModel

java.lang.Object

dev.langchain4j.model.embedding.DimensionAwareEmbeddingModel

dev.langchain4j.model.jina.JinaEmbeddingModel

All Implemented Interfaces:

EmbeddingModel

public class JinaEmbeddingModel
extends DimensionAwareEmbeddingModel

An implementation of an EmbeddingModel that uses Jina Embeddings API.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	JinaEmbeddingModel.JinaEmbeddingModelBuilder

Field Summary

Fields inherited from class DimensionAwareEmbeddingModel

dimension

Constructor Summary

Constructors

Constructor	Description
JinaEmbeddingModel(JinaEmbeddingModel.JinaEmbeddingModelBuilder builder)
JinaEmbeddingModel(String baseUrl, String apiKey, String modelName, Duration timeout, Integer maxRetries, Boolean lateChunking, Boolean logRequests, Boolean logResponses)	Deprecated, for removal: This API element is subject to removal in a future version.

Method Summary

Modifier and Type	Method	Description
static JinaEmbeddingModel.JinaEmbeddingModelBuilder	builder()
EmbeddingResponse	doEmbed(EmbeddingRequest request)	Performs the embedding for EmbeddingModel.embed(EmbeddingRequest).
List<EmbeddingModelListener>	listeners()	The EmbeddingModelListeners that are notified around EmbeddingModel.embed(EmbeddingRequest).
String	modelName()	Returns the name of the underlying embedding model.
ModelProvider	provider()	The ModelProvider of this embedding model (for example ModelProvider.OPEN_AI).
Set<ContentType>	supportedContentTypes()	The input content types this model can embed.

Methods inherited from class DimensionAwareEmbeddingModel

dimension, knownDimension

Methods inherited from class Object

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

Methods inherited from interface EmbeddingModel

addListener, addListeners, defaultRequestParameters, embed, embed, embed, embedAll, supportedParameters

Constructor Details

JinaEmbeddingModel

@Deprecated(forRemoval=true,
            since="1.4.0")
public JinaEmbeddingModel(String baseUrl,
 String apiKey,
 String modelName,
 Duration timeout,
 Integer maxRetries,
 Boolean lateChunking,
 Boolean logRequests,
 Boolean logResponses)

Deprecated, for removal: This API element is subject to removal in a future version.

JinaEmbeddingModel

public JinaEmbeddingModel(JinaEmbeddingModel.JinaEmbeddingModelBuilder builder)

Method Details

listeners

public List<EmbeddingModelListener> listeners()

Description copied from interface: EmbeddingModel

The EmbeddingModelListeners that are notified around EmbeddingModel.embed(EmbeddingRequest). Configure them on the model's builder (via listeners(...)). Defaults to an empty list.

provider

public ModelProvider provider()

Description copied from interface: EmbeddingModel

The ModelProvider of this embedding model (for example ModelProvider.OPEN_AI). It is made available to listeners through the request, response and error contexts. Defaults to ModelProvider.OTHER.

builder

public static JinaEmbeddingModel.JinaEmbeddingModelBuilder builder()

modelName

public String modelName()

Description copied from interface: EmbeddingModel

Returns the name of the underlying embedding model.

Implementations are encouraged to override this method and provide the actual model name. The default implementation returns "unknown", which indicates that the model name is unknown.

Returns:

the model name or a fallback value if not provided

supportedContentTypes

public Set<ContentType> supportedContentTypes()

Description copied from interface: EmbeddingModel

The input content types this model can embed. A request whose inputs use a content type outside this set is rejected by EmbeddingModel.embed(EmbeddingRequest) with an UnsupportedFeatureException. Defaults to {TEXT}; a multimodal model overrides this to also accept, for example, images.

doEmbed

public EmbeddingResponse doEmbed(EmbeddingRequest request)

Description copied from interface: EmbeddingModel

Performs the embedding for EmbeddingModel.embed(EmbeddingRequest). This is the low-level method a provider overrides to build the actual API call; EmbeddingModel.embed(EmbeddingRequest) handles per-call parameter validation and listener dispatch around it.

An implementation must override either this method (preferred) or EmbeddingModel.embedAll(List) — the two have mutually-recursive defaults, so overriding neither leads to infinite recursion. The default implementation embeds the text of each input via EmbeddingModel.embedAll(List), which keeps implementations that only provide EmbeddingModel.embedAll(List) working.

When this method is called, the request's parameters have already been merged with EmbeddingModel.defaultRequestParameters() and validated against EmbeddingModel.supportedParameters() and EmbeddingModel.supportedContentTypes().

Parameters:

request - the request, with parameters already merged and validated.

Returns:

the response.