Class MistralAiEmbeddingModel

java.lang.Object

dev.langchain4j.model.embedding.DimensionAwareEmbeddingModel

dev.langchain4j.model.mistralai.MistralAiEmbeddingModel

All Implemented Interfaces:

EmbeddingModel

public class MistralAiEmbeddingModel
extends DimensionAwareEmbeddingModel

Represents a Mistral AI embedding model, such as mistral-embed. You can find description of parameters here.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder

Field Summary

Fields inherited from class DimensionAwareEmbeddingModel

dimension

Constructor Summary

Constructors

Constructor	Description
MistralAiEmbeddingModel(MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder builder)

Method Summary

Modifier and Type	Method	Description
static MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder	builder()
Response<List<Embedding>>	embedAll(List<TextSegment> textSegments)	Embeds a list of text segments using the Mistral AI embedding model.
String	modelName()	Returns the name of the underlying embedding model.

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

embed, embed

Constructor Details

MistralAiEmbeddingModel

public MistralAiEmbeddingModel(MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder builder)

Method Details

embedAll

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

Embeds a list of text segments using the Mistral AI embedding model.

Parameters:

textSegments - the list of text segments to embed

Returns:

a Response object containing the embeddings and token usage information

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

builder

public static MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder builder()