dev.langchain4j.store.embedding

Class PineconeEmbeddingStoreImpl

java.lang.Object

dev.langchain4j.store.embedding.PineconeEmbeddingStoreImpl

All Implemented Interfaces:

EmbeddingStore<TextSegment>

public class PineconeEmbeddingStoreImpl
extends Object
implements EmbeddingStore<TextSegment>

Constructor Summary

Constructors

Constructor and Description
PineconeEmbeddingStoreImpl(String apiKey, String environment, String projectName, String index, String nameSpace)

Method Summary

Modifier and Type	Method and Description
String	add(Embedding embedding)
String	add(Embedding embedding, TextSegment textSegment)
void	add(String id, Embedding embedding)
List<String>	addAll(List<Embedding> embeddings)
List<String>	addAll(List<Embedding> embeddings, List<TextSegment> textSegments)
List<EmbeddingMatch<TextSegment>>	findRelevant(Embedding referenceEmbedding, int maxResults)
List<EmbeddingMatch<TextSegment>>	findRelevant(Embedding referenceEmbedding, int maxResults, double minSimilarity)

Methods inherited from class java.lang.Object

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

Constructor Detail

PineconeEmbeddingStoreImpl

public PineconeEmbeddingStoreImpl(String apiKey,
                                  String environment,
                                  String projectName,
                                  String index,
                                  String nameSpace)

Method Detail

add

public String add(Embedding embedding)

Specified by:

add in interface EmbeddingStore<TextSegment>

add

public void add(String id,
                Embedding embedding)

Specified by:

add in interface EmbeddingStore<TextSegment>

add

public String add(Embedding embedding,
                  TextSegment textSegment)

Specified by:

add in interface EmbeddingStore<TextSegment>

addAll

public List<String> addAll(List<Embedding> embeddings)

Specified by:

addAll in interface EmbeddingStore<TextSegment>

addAll

public List<String> addAll(List<Embedding> embeddings,
                           List<TextSegment> textSegments)

Specified by:

addAll in interface EmbeddingStore<TextSegment>

findRelevant

public List<EmbeddingMatch<TextSegment>> findRelevant(Embedding referenceEmbedding,
                                                      int maxResults)

Specified by:

findRelevant in interface EmbeddingStore<TextSegment>

findRelevant

public List<EmbeddingMatch<TextSegment>> findRelevant(Embedding referenceEmbedding,
                                                      int maxResults,
                                                      double minSimilarity)

Specified by:

findRelevant in interface EmbeddingStore<TextSegment>