Package dev.langchain4j.model.mistralai

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 dev.langchain4j.model.embedding.DimensionAwareEmbeddingModel

dimension

Constructor Summary

Constructors

Constructor	Description
MistralAiEmbeddingModel(HttpClientBuilder httpClientBuilder, String baseUrl, String apiKey, String modelName, Duration timeout, Boolean logRequests, Boolean logResponses, Integer maxRetries)	Deprecated, for removal: This API element is subject to removal in a future version. please use MistralAiEmbeddingModel(MistralAiEmbeddingModelBuilder) instead
MistralAiEmbeddingModel(MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder builder)
MistralAiEmbeddingModel(String baseUrl, String apiKey, String modelName, Duration timeout, Boolean logRequests, Boolean logResponses, Integer maxRetries)	Deprecated, for removal: This API element is subject to removal in a future version. Please use MistralAiEmbeddingModel(MistralAiEmbeddingModelBuilder) instead.

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.

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

dimension, knownDimension

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

MistralAiEmbeddingModel

public MistralAiEmbeddingModel(MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder builder)

MistralAiEmbeddingModel

@Deprecated(forRemoval=true)
public MistralAiEmbeddingModel(HttpClientBuilder httpClientBuilder,
 String baseUrl,
 String apiKey,
 String modelName,
 Duration timeout,
 Boolean logRequests,
 Boolean logResponses,
 Integer maxRetries)

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

please use MistralAiEmbeddingModel(MistralAiEmbeddingModelBuilder) instead

MistralAiEmbeddingModel

@Deprecated(forRemoval=true)
public MistralAiEmbeddingModel(String baseUrl,
 String apiKey,
 String modelName,
 Duration timeout,
 Boolean logRequests,
 Boolean logResponses,
 Integer maxRetries)

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

Please use MistralAiEmbeddingModel(MistralAiEmbeddingModelBuilder) instead.

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

builder

public static MistralAiEmbeddingModel.MistralAiEmbeddingModelBuilder builder()