Package dev.langchain4j.model.googleai

Class GoogleAiEmbeddingModel

java.lang.Object

dev.langchain4j.model.googleai.GoogleAiEmbeddingModel

All Implemented Interfaces:

EmbeddingModel

public class GoogleAiEmbeddingModel
extends Object
implements EmbeddingModel

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static enum	GoogleAiEmbeddingModel.TaskType

Constructor Summary

Constructors

Constructor	Description
GoogleAiEmbeddingModel(String modelName, String apiKey, Integer maxRetries, GoogleAiEmbeddingModel.TaskType taskType, String titleMetadataKey, Integer outputDimensionality, Duration timeout, Boolean logRequestsAndResponses)

Method Summary

Modifier and Type	Method	Description
int	dimension()	Returns the dimension of the Embedding produced by this embedding model.
Response<Embedding>	embed(TextSegment textSegment)	Embed the text content of a TextSegment.
Response<Embedding>	embed(String text)	Embed a text.
Response<List<Embedding>>	embedAll(List<TextSegment> textSegments)	Embeds the text content of a list of TextSegments.

Methods inherited from class java.lang.Object

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

Constructor Details

GoogleAiEmbeddingModel

public GoogleAiEmbeddingModel(String modelName,
 String apiKey,
 Integer maxRetries,
 GoogleAiEmbeddingModel.TaskType taskType,
 String titleMetadataKey,
 Integer outputDimensionality,
 Duration timeout,
 Boolean logRequestsAndResponses)

Method Details

embed

public Response<Embedding> embed(TextSegment textSegment)

Description copied from interface: EmbeddingModel

Embed the text content of a TextSegment.

Specified by:

embed in interface EmbeddingModel

Parameters:

textSegment - the text segment to embed.

Returns:

the embedding.

embed

public Response<Embedding> embed(String text)

Description copied from interface: EmbeddingModel

Embed a text.

Specified by:

embed in interface EmbeddingModel

Parameters:

text - the text to embed.

Returns:

the embedding.

embedAll

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

Description copied from interface: EmbeddingModel

Embeds the text content of a list of TextSegments.

Specified by:

embedAll in interface EmbeddingModel

Parameters:

textSegments - the text segments to embed.

Returns:

the embeddings.

dimension

public int dimension()

Description copied from interface: EmbeddingModel

Returns the dimension of the Embedding produced by this embedding model.

Specified by:

dimension in interface EmbeddingModel

Returns:

dimension of the embedding