Uses of Class
dev.langchain4j.data.embedding.Embedding

Packages that use Embedding

Package	Description
dev.langchain4j.data.embedding
dev.langchain4j.model.azure
dev.langchain4j.model.bedrock
dev.langchain4j.model.bedrock.internal
dev.langchain4j.model.cohere
dev.langchain4j.model.dashscope
dev.langchain4j.model.embedding
dev.langchain4j.model.huggingface
dev.langchain4j.model.jina
dev.langchain4j.model.jlama
dev.langchain4j.model.localai
dev.langchain4j.model.mistralai
dev.langchain4j.model.nomic
dev.langchain4j.model.ollama
dev.langchain4j.model.openai
dev.langchain4j.model.ovhai
dev.langchain4j.model.qianfan
dev.langchain4j.model.vertexai
dev.langchain4j.model.workersai
dev.langchain4j.model.zhipu
dev.langchain4j.store.embedding
dev.langchain4j.store.embedding.astradb
dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore
dev.langchain4j.store.embedding.azure.cosmos.nosql
dev.langchain4j.store.embedding.azure.search
dev.langchain4j.store.embedding.cassandra
dev.langchain4j.store.embedding.chroma
dev.langchain4j.store.embedding.couchbase
dev.langchain4j.store.embedding.elasticsearch
dev.langchain4j.store.embedding.infinispan
dev.langchain4j.store.embedding.inmemory
dev.langchain4j.store.embedding.milvus
dev.langchain4j.store.embedding.mongodb
dev.langchain4j.store.embedding.neo4j
dev.langchain4j.store.embedding.opensearch
dev.langchain4j.store.embedding.oracle
dev.langchain4j.store.embedding.pgvector
dev.langchain4j.store.embedding.pinecone
dev.langchain4j.store.embedding.qdrant
dev.langchain4j.store.embedding.redis
dev.langchain4j.store.embedding.vearch
dev.langchain4j.store.embedding.vespa
dev.langchain4j.store.embedding.weaviate

Uses of Embedding in dev.langchain4j.data.embedding

Methods in dev.langchain4j.data.embedding that return Embedding

Modifier and Type	Method	Description
static Embedding	Embedding.from(float[] vector)	Creates a new Embedding from the given vector.
static Embedding	Embedding.from(List<Float> vector)	Creates a new Embedding from the given vector.

Uses of Embedding in dev.langchain4j.model.azure

Methods in dev.langchain4j.model.azure that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	AzureOpenAiEmbeddingModel.embedAll(List<TextSegment> textSegments)	Embeds the provided text segments, processing a maximum of 16 segments at a time.

Uses of Embedding in dev.langchain4j.model.bedrock

Methods in dev.langchain4j.model.bedrock that return Embedding

Modifier and Type	Method	Description
Embedding	BedrockTitanEmbeddingResponse.toEmbedding()

Uses of Embedding in dev.langchain4j.model.bedrock.internal

Methods in dev.langchain4j.model.bedrock.internal that return Embedding

Modifier and Type	Method	Description
Embedding	BedrockEmbeddingResponse.toEmbedding()	Get embedding

Methods in dev.langchain4j.model.bedrock.internal that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	AbstractBedrockEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.model.cohere

Methods in dev.langchain4j.model.cohere that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	CohereEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.model.dashscope

Methods in dev.langchain4j.model.dashscope that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	QwenEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.model.embedding

Methods in dev.langchain4j.model.embedding that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<Embedding>	DisabledEmbeddingModel.embed(TextSegment textSegment)
Response<Embedding>	DisabledEmbeddingModel.embed(String text)
default Response<Embedding>	EmbeddingModel.embed(TextSegment textSegment)	Embed the text content of a TextSegment.
default Response<Embedding>	EmbeddingModel.embed(String text)	Embed a text.
Response<List<Embedding>>	DisabledEmbeddingModel.embedAll(List<TextSegment> textSegments)
Response<List<Embedding>>	EmbeddingModel.embedAll(List<TextSegment> textSegments)	Embeds the text content of a list of TextSegments.

Uses of Embedding in dev.langchain4j.model.huggingface

Methods in dev.langchain4j.model.huggingface that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	HuggingFaceEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.model.jina

Methods in dev.langchain4j.model.jina that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	JinaEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.model.jlama

Methods in dev.langchain4j.model.jlama that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	JlamaEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.model.localai

Methods in dev.langchain4j.model.localai that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	LocalAiEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.model.mistralai

Methods in dev.langchain4j.model.mistralai that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	MistralAiEmbeddingModel.embedAll(List<TextSegment> textSegments)	Embeds a list of text segments using the Mistral AI embedding model.

Uses of Embedding in dev.langchain4j.model.nomic

Methods in dev.langchain4j.model.nomic that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	NomicEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.model.ollama

Methods in dev.langchain4j.model.ollama that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	OllamaEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.model.openai

Methods in dev.langchain4j.model.openai that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	OpenAiEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.model.ovhai

Methods in dev.langchain4j.model.ovhai that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	OvhAiEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.model.qianfan

Methods in dev.langchain4j.model.qianfan that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	QianfanEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.model.vertexai

Methods in dev.langchain4j.model.vertexai that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	VertexAiEmbeddingModel.embedAll(List<TextSegment> segments)

Uses of Embedding in dev.langchain4j.model.workersai

Methods in dev.langchain4j.model.workersai that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<Embedding>	WorkersAiEmbeddingModel.embed(TextSegment textSegment)	Embed the text content of a TextSegment.
Response<Embedding>	WorkersAiEmbeddingModel.embed(String text)	Embed a text.
Response<List<Embedding>>	WorkersAiEmbeddingModel.embedAll(List<TextSegment> textSegments)	Embeds the text content of a list of TextSegments.

Uses of Embedding in dev.langchain4j.model.zhipu

Methods in dev.langchain4j.model.zhipu that return types with arguments of type Embedding

Modifier and Type	Method	Description
Response<List<Embedding>>	ZhipuAiEmbeddingModel.embedAll(List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.store.embedding

Methods in dev.langchain4j.store.embedding that return Embedding

Modifier and Type	Method	Description
Embedding	EmbeddingMatch.embedding()	Returns the embedding that has been matched.
Embedding	EmbeddingSearchRequest.queryEmbedding()

Methods in dev.langchain4j.store.embedding with parameters of type Embedding

Modifier and Type	Method	Description
String	EmbeddingStore.add(Embedding embedding)	Adds a given embedding to the store.
String	EmbeddingStore.add(Embedding embedding, Embedded embedded)	Adds a given embedding and the corresponding content that has been embedded to the store.
void	EmbeddingStore.add(String id, Embedding embedding)	Adds a given embedding to the store.
static double	CosineSimilarity.between(Embedding embeddingA, Embedding embeddingB)	Calculates cosine similarity between two vectors.
default List<EmbeddingMatch<Embedded>>	EmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults)	Deprecated. as of 0.31.0, use EmbeddingStore.search(EmbeddingSearchRequest) instead.
default List<EmbeddingMatch<Embedded>>	EmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)	Deprecated. as of 0.31.0, use EmbeddingStore.search(EmbeddingSearchRequest) instead.
default List<EmbeddingMatch<Embedded>>	EmbeddingStore.findRelevant(Object memoryId, Embedding referenceEmbedding, int maxResults)	Deprecated. as of 0.31.0, use EmbeddingStore.search(EmbeddingSearchRequest) instead.
default List<EmbeddingMatch<Embedded>>	EmbeddingStore.findRelevant(Object memoryId, Embedding referenceEmbedding, int maxResults, double minScore)	Deprecated. as of 0.31.0, use EmbeddingStore.search(EmbeddingSearchRequest) instead.

Method parameters in dev.langchain4j.store.embedding with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	EmbeddingStore.addAll(List<Embedding> embeddings)	Adds multiple embeddings to the store.
List<String>	EmbeddingStore.addAll(List<Embedding> embeddings, List<Embedded> embedded)	Adds multiple embeddings and their corresponding contents that have been embedded to the store.

Constructors in dev.langchain4j.store.embedding with parameters of type Embedding

Modifier	Constructor	Description
	EmbeddingMatch(Double score, String embeddingId, Embedding embedding, Embedded embedded)	Creates a new instance.
	EmbeddingSearchRequest(Embedding queryEmbedding, Integer maxResults, Double minScore, Filter filter)	Creates an instance of an EmbeddingSearchRequest.

Uses of Embedding in dev.langchain4j.store.embedding.astradb

Methods in dev.langchain4j.store.embedding.astradb with parameters of type Embedding

Modifier and Type	Method	Description
String	AstraDbEmbeddingStore.add(Embedding embedding)	Adds a given embedding to the store.
String	AstraDbEmbeddingStore.add(Embedding embedding, TextSegment textSegment)	Adds a given embedding and the corresponding content that has been embedded to the store.
void	AstraDbEmbeddingStore.add(String id, Embedding embedding)	Adds a given embedding to the store.
List<EmbeddingMatch<TextSegment>>	AstraDbEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)	Finds the most relevant (closest in space) embeddings to the provided reference embedding.
List<EmbeddingMatch<TextSegment>>	AstraDbEmbeddingStore.findRelevant(Embedding referenceEmbedding, io.stargate.sdk.data.domain.query.Filter metaDatafilter, int maxResults, double minScore)	Semantic search with metadata filtering.

Method parameters in dev.langchain4j.store.embedding.astradb with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	AstraDbEmbeddingStore.addAll(List<Embedding> embeddings)	Adds multiple embeddings to the store.
List<String>	AstraDbEmbeddingStore.addAll(List<Embedding> embeddingList, List<TextSegment> textSegmentList)	Add multiple embeddings as a single action.

Uses of Embedding in dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore

Methods in dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore with parameters of type Embedding

Modifier and Type	Method	Description
String	AzureCosmosDbMongoVCoreEmbeddingStore.add(Embedding embedding)
String	AzureCosmosDbMongoVCoreEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	AzureCosmosDbMongoVCoreEmbeddingStore.add(String id, Embedding embedding)
List<EmbeddingMatch<TextSegment>>	AzureCosmosDbMongoVCoreEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

Method parameters in dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	AzureCosmosDbMongoVCoreEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	AzureCosmosDbMongoVCoreEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.azure.cosmos.nosql

Methods in dev.langchain4j.store.embedding.azure.cosmos.nosql with parameters of type Embedding

Modifier and Type	Method	Description
String	AzureCosmosDbNoSqlEmbeddingStore.add(Embedding embedding)
String	AzureCosmosDbNoSqlEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	AzureCosmosDbNoSqlEmbeddingStore.add(String id, Embedding embedding)
List<EmbeddingMatch<TextSegment>>	AzureCosmosDbNoSqlEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

Method parameters in dev.langchain4j.store.embedding.azure.cosmos.nosql with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	AzureCosmosDbNoSqlEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	AzureCosmosDbNoSqlEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.azure.search

Methods in dev.langchain4j.store.embedding.azure.search with parameters of type Embedding

Modifier and Type	Method	Description
String	AbstractAzureAiSearchEmbeddingStore.add(Embedding embedding)	Add an embedding to the store.
String	AbstractAzureAiSearchEmbeddingStore.add(Embedding embedding, TextSegment textSegment)	Add an embedding and the related content to the store.
void	AbstractAzureAiSearchEmbeddingStore.add(String id, Embedding embedding)	Add an embedding to the store.

Method parameters in dev.langchain4j.store.embedding.azure.search with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	AbstractAzureAiSearchEmbeddingStore.addAll(List<Embedding> embeddings)	Add a list of embeddings to the store.
List<String>	AbstractAzureAiSearchEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)	Add a list of embeddings, and the list of related content, to the store.

Uses of Embedding in dev.langchain4j.store.embedding.cassandra

Methods in dev.langchain4j.store.embedding.cassandra with parameters of type Embedding

Modifier and Type	Method	Description
String	CassandraEmbeddingStore.add(@NonNull Embedding embedding)	Add a new embedding to the store.
String	CassandraEmbeddingStore.add(@NonNull Embedding embedding, TextSegment textSegment)	Add a new embedding to the store.
void	CassandraEmbeddingStore.add(@NonNull String rowId, @NonNull Embedding embedding)	Add a new embedding to the store.
List<EmbeddingMatch<TextSegment>>	CassandraEmbeddingStore.findRelevant(Embedding embedding, int maxResults, double minScore)	Search for relevant.
List<EmbeddingMatch<TextSegment>>	CassandraEmbeddingStore.findRelevant(Embedding embedding, int maxResults, double minScore, Metadata metadata)	Similarity Search ANN based on the embedding.

Method parameters in dev.langchain4j.store.embedding.cassandra with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	CassandraEmbeddingStore.addAll(List<Embedding> embeddingList)	Add multiple embeddings as a single action.
List<String>	CassandraEmbeddingStore.addAll(List<Embedding> embeddingList, List<TextSegment> textSegmentList)	Add multiple embeddings as a single action.

Uses of Embedding in dev.langchain4j.store.embedding.chroma

Methods in dev.langchain4j.store.embedding.chroma with parameters of type Embedding

Modifier and Type	Method	Description
String	ChromaEmbeddingStore.add(Embedding embedding)
String	ChromaEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	ChromaEmbeddingStore.add(String id, Embedding embedding)
List<EmbeddingMatch<TextSegment>>	ChromaEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

Method parameters in dev.langchain4j.store.embedding.chroma with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	ChromaEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	ChromaEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.store.embedding.couchbase

Methods in dev.langchain4j.store.embedding.couchbase with parameters of type Embedding

Modifier and Type	Method	Description
String	CouchbaseEmbeddingStore.add(Embedding embedding)
String	CouchbaseEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	CouchbaseEmbeddingStore.add(String id, Embedding embedding)

Method parameters in dev.langchain4j.store.embedding.couchbase with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	CouchbaseEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	CouchbaseEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.elasticsearch

Methods in dev.langchain4j.store.embedding.elasticsearch with parameters of type Embedding

Modifier and Type	Method	Description
String	ElasticsearchEmbeddingStore.add(Embedding embedding)
String	ElasticsearchEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	ElasticsearchEmbeddingStore.add(String id, Embedding embedding)

Method parameters in dev.langchain4j.store.embedding.elasticsearch with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	ElasticsearchEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	ElasticsearchEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.infinispan

Methods in dev.langchain4j.store.embedding.infinispan with parameters of type Embedding

Modifier and Type	Method	Description
String	InfinispanEmbeddingStore.add(Embedding embedding)
String	InfinispanEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	InfinispanEmbeddingStore.add(String id, Embedding embedding)
List<EmbeddingMatch<TextSegment>>	InfinispanEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

Method parameters in dev.langchain4j.store.embedding.infinispan with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	InfinispanEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	InfinispanEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.inmemory

Methods in dev.langchain4j.store.embedding.inmemory with parameters of type Embedding

Modifier and Type	Method	Description
String	InMemoryEmbeddingStore.add(Embedding embedding)
String	InMemoryEmbeddingStore.add(Embedding embedding, Embedded embedded)
void	InMemoryEmbeddingStore.add(String id, Embedding embedding)
void	InMemoryEmbeddingStore.add(String id, Embedding embedding, Embedded embedded)

Method parameters in dev.langchain4j.store.embedding.inmemory with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	InMemoryEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	InMemoryEmbeddingStore.addAll(List<Embedding> embeddings, List<Embedded> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.milvus

Methods in dev.langchain4j.store.embedding.milvus with parameters of type Embedding

Modifier and Type	Method	Description
String	MilvusEmbeddingStore.add(Embedding embedding)
String	MilvusEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	MilvusEmbeddingStore.add(String id, Embedding embedding)

Method parameters in dev.langchain4j.store.embedding.milvus with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	MilvusEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	MilvusEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.mongodb

Methods in dev.langchain4j.store.embedding.mongodb with parameters of type Embedding

Modifier and Type	Method	Description
String	MongoDbEmbeddingStore.add(Embedding embedding)
String	MongoDbEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	MongoDbEmbeddingStore.add(String id, Embedding embedding)
List<EmbeddingMatch<TextSegment>>	MongoDbEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

Method parameters in dev.langchain4j.store.embedding.mongodb with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	MongoDbEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	MongoDbEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.neo4j

Methods in dev.langchain4j.store.embedding.neo4j with parameters of type Embedding

Modifier and Type	Method	Description
String	Neo4jEmbeddingStore.add(Embedding embedding)
String	Neo4jEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	Neo4jEmbeddingStore.add(String id, Embedding embedding)
List<EmbeddingMatch<TextSegment>>	Neo4jEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

Method parameters in dev.langchain4j.store.embedding.neo4j with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	Neo4jEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	Neo4jEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.opensearch

Methods in dev.langchain4j.store.embedding.opensearch with parameters of type Embedding

Modifier and Type	Method	Description
String	OpenSearchEmbeddingStore.add(Embedding embedding)
String	OpenSearchEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	OpenSearchEmbeddingStore.add(String id, Embedding embedding)
List<EmbeddingMatch<TextSegment>>	OpenSearchEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)	This implementation uses the exact k-NN with scoring script to calculate See https://opensearch.org/docs/latest/search-plugins/knn/knn-score-script/

Method parameters in dev.langchain4j.store.embedding.opensearch with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	OpenSearchEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	OpenSearchEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.oracle

Methods in dev.langchain4j.store.embedding.oracle with parameters of type Embedding

Modifier and Type	Method	Description
String	OracleEmbeddingStore.add(Embedding embedding)
String	OracleEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	OracleEmbeddingStore.add(String id, Embedding embedding)

Method parameters in dev.langchain4j.store.embedding.oracle with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	OracleEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	OracleEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.pgvector

Methods in dev.langchain4j.store.embedding.pgvector with parameters of type Embedding

Modifier and Type	Method	Description
String	PgVectorEmbeddingStore.add(Embedding embedding)	Adds a given embedding to the store.
String	PgVectorEmbeddingStore.add(Embedding embedding, TextSegment textSegment)	Adds a given embedding and the corresponding content that has been embedded to the store.
void	PgVectorEmbeddingStore.add(String id, Embedding embedding)	Adds a given embedding to the store.

Method parameters in dev.langchain4j.store.embedding.pgvector with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	PgVectorEmbeddingStore.addAll(List<Embedding> embeddings)	Adds multiple embeddings to the store.
List<String>	PgVectorEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)	Adds multiple embeddings and their corresponding contents that have been embedded to the store.

Uses of Embedding in dev.langchain4j.store.embedding.pinecone

Methods in dev.langchain4j.store.embedding.pinecone with parameters of type Embedding

Modifier and Type	Method	Description
String	PineconeEmbeddingStore.add(Embedding embedding)
String	PineconeEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	PineconeEmbeddingStore.add(String id, Embedding embedding)

Method parameters in dev.langchain4j.store.embedding.pinecone with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	PineconeEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	PineconeEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.store.embedding.qdrant

Methods in dev.langchain4j.store.embedding.qdrant with parameters of type Embedding

Modifier and Type	Method	Description
String	QdrantEmbeddingStore.add(Embedding embedding)
String	QdrantEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	QdrantEmbeddingStore.add(String id, Embedding embedding)
List<EmbeddingMatch<TextSegment>>	QdrantEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

Method parameters in dev.langchain4j.store.embedding.qdrant with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	QdrantEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	QdrantEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> textSegments)

Uses of Embedding in dev.langchain4j.store.embedding.redis

Methods in dev.langchain4j.store.embedding.redis with parameters of type Embedding

Modifier and Type	Method	Description
String	RedisEmbeddingStore.add(Embedding embedding)
String	RedisEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	RedisEmbeddingStore.add(String id, Embedding embedding)
List<EmbeddingMatch<TextSegment>>	RedisEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

Method parameters in dev.langchain4j.store.embedding.redis with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	RedisEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	RedisEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.vearch

Methods in dev.langchain4j.store.embedding.vearch with parameters of type Embedding

Modifier and Type	Method	Description
String	VearchEmbeddingStore.add(Embedding embedding)
String	VearchEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	VearchEmbeddingStore.add(String id, Embedding embedding)
List<EmbeddingMatch<TextSegment>>	VearchEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

Method parameters in dev.langchain4j.store.embedding.vearch with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	VearchEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	VearchEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.vespa

Methods in dev.langchain4j.store.embedding.vespa with parameters of type Embedding

Modifier and Type	Method	Description
String	VespaEmbeddingStore.add(Embedding embedding)
String	VespaEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	VespaEmbeddingStore.add(String id, Embedding embedding)	Adds a new embedding with provided ID to the store.
List<EmbeddingMatch<TextSegment>>	VespaEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)	Finds the most relevant (closest in space) embeddings to the provided reference embedding.

Method parameters in dev.langchain4j.store.embedding.vespa with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	VespaEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	VespaEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)

Uses of Embedding in dev.langchain4j.store.embedding.weaviate

Methods in dev.langchain4j.store.embedding.weaviate with parameters of type Embedding

Modifier and Type	Method	Description
String	WeaviateEmbeddingStore.add(Embedding embedding)
String	WeaviateEmbeddingStore.add(Embedding embedding, TextSegment textSegment)
void	WeaviateEmbeddingStore.add(String id, Embedding embedding)	Adds a new embedding with provided ID to the store.
List<EmbeddingMatch<TextSegment>>	WeaviateEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minCertainty)	Finds the most relevant (closest in space) embeddings to the provided reference embedding.

Method parameters in dev.langchain4j.store.embedding.weaviate with type arguments of type Embedding

Modifier and Type	Method	Description
List<String>	WeaviateEmbeddingStore.addAll(List<Embedding> embeddings)
List<String>	WeaviateEmbeddingStore.addAll(List<Embedding> embeddings, List<TextSegment> embedded)