Uses of Class
dev.langchain4j.store.embedding.EmbeddingMatch

Packages that use EmbeddingMatch

Package	Description
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.infinispan
dev.langchain4j.store.embedding.mongodb
dev.langchain4j.store.embedding.neo4j
dev.langchain4j.store.embedding.opensearch
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 EmbeddingMatch in dev.langchain4j.store.embedding

Methods in dev.langchain4j.store.embedding that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
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.
List<EmbeddingMatch<Embedded>>	EmbeddingSearchResult.matches()

Constructor parameters in dev.langchain4j.store.embedding with type arguments of type EmbeddingMatch

Modifier	Constructor	Description
	EmbeddingSearchResult(List<EmbeddingMatch<Embedded>> matches)

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

Methods in dev.langchain4j.store.embedding.astradb that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
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.

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

Methods in dev.langchain4j.store.embedding.azure.cosmos.mongo.vcore that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
List<EmbeddingMatch<TextSegment>>	AzureCosmosDbMongoVCoreEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

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

Methods in dev.langchain4j.store.embedding.azure.cosmos.nosql that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
List<EmbeddingMatch<TextSegment>>	AzureCosmosDbNoSqlEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

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

Methods in dev.langchain4j.store.embedding.azure.search that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
protected List<EmbeddingMatch<TextSegment>>	AbstractAzureAiSearchEmbeddingStore.getEmbeddingMatches(com.azure.search.documents.util.SearchPagedIterable searchResults, Double minScore, AzureAiSearchQueryType azureAiSearchQueryType)

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

Methods in dev.langchain4j.store.embedding.cassandra that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
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.

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

Methods in dev.langchain4j.store.embedding.chroma that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
List<EmbeddingMatch<TextSegment>>	ChromaEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

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

Methods in dev.langchain4j.store.embedding.infinispan that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
List<EmbeddingMatch<TextSegment>>	InfinispanEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

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

Methods in dev.langchain4j.store.embedding.mongodb that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
List<EmbeddingMatch<TextSegment>>	MongoDbEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

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

Methods in dev.langchain4j.store.embedding.neo4j that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
List<EmbeddingMatch<TextSegment>>	Neo4jEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

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

Methods in dev.langchain4j.store.embedding.opensearch that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
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/

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

Methods in dev.langchain4j.store.embedding.qdrant that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
List<EmbeddingMatch<TextSegment>>	QdrantEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

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

Methods in dev.langchain4j.store.embedding.redis that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
List<EmbeddingMatch<TextSegment>>	RedisEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

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

Methods in dev.langchain4j.store.embedding.vearch that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
List<EmbeddingMatch<TextSegment>>	VearchEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

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

Methods in dev.langchain4j.store.embedding.vespa that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
List<EmbeddingMatch<TextSegment>>	VespaEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)	Finds the most relevant (closest in space) embeddings to the provided reference embedding.

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

Methods in dev.langchain4j.store.embedding.weaviate that return types with arguments of type EmbeddingMatch

Modifier and Type	Method	Description
List<EmbeddingMatch<TextSegment>>	WeaviateEmbeddingStore.findRelevant(Embedding referenceEmbedding, int maxResults, double minCertainty)	Finds the most relevant (closest in space) embeddings to the provided reference embedding.