Package dev.langchain4j.model.voyageai

Class VoyageAiEmbeddingModel

java.lang.Object

dev.langchain4j.model.embedding.DimensionAwareEmbeddingModel

dev.langchain4j.model.voyageai.VoyageAiEmbeddingModel

All Implemented Interfaces:

EmbeddingModel

public class VoyageAiEmbeddingModel
extends DimensionAwareEmbeddingModel

An implementation of an EmbeddingModel that uses Voyage AI Embedding API.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	VoyageAiEmbeddingModel.Builder

Field Summary

Fields inherited from class dev.langchain4j.model.embedding.DimensionAwareEmbeddingModel

dimension

Constructor Summary

Constructors

Constructor	Description
VoyageAiEmbeddingModel(String baseUrl, Duration timeout, Integer maxRetries, String apiKey, String modelName, String inputType, Boolean truncation, String encodingFormat, Boolean logRequests, Boolean logResponses, Integer maxSegmentsPerBatch)

Method Summary

Modifier and Type	Method	Description
static VoyageAiEmbeddingModel.Builder	builder()
Response<List<Embedding>>	embedAll(List<TextSegment> textSegments)	Embeds the text content of a list of TextSegments.
protected Integer	knownDimension()	When known (e.g., can be derived from the model name), returns the dimension of the Embedding produced by this embedding model.

Methods inherited from class dev.langchain4j.model.embedding.DimensionAwareEmbeddingModel

dimension

Methods inherited from class java.lang.Object

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

Methods inherited from interface dev.langchain4j.model.embedding.EmbeddingModel

embed, embed

Constructor Details

VoyageAiEmbeddingModel

public VoyageAiEmbeddingModel(String baseUrl,
 Duration timeout,
 Integer maxRetries,
 String apiKey,
 String modelName,
 String inputType,
 Boolean truncation,
 String encodingFormat,
 Boolean logRequests,
 Boolean logResponses,
 Integer maxSegmentsPerBatch)

Method Details

embedAll

public Response<List<Embedding>> embedAll(List<TextSegment> textSegments)

Description copied from interface: EmbeddingModel

Embeds the text content of a list of TextSegments.

Parameters:

textSegments - the text segments to embed.

Returns:

the embeddings.

knownDimension

protected Integer knownDimension()

Description copied from class: DimensionAwareEmbeddingModel

When known (e.g., can be derived from the model name), returns the dimension of the Embedding produced by this embedding model. Otherwise, it returns null.

Overrides:

knownDimension in class DimensionAwareEmbeddingModel

Returns:

the known dimension of the Embedding, or null if unknown.

builder

public static VoyageAiEmbeddingModel.Builder builder()