Package io.quarkiverse.langchain4j.pinecone

Class PineconeEmbeddingStore

java.lang.Object

io.quarkiverse.langchain4j.pinecone.PineconeEmbeddingStore

All Implemented Interfaces:

dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment>

public class PineconeEmbeddingStore
extends Object
implements dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment>

Constructor Summary

Constructors

Constructor	Description
PineconeEmbeddingStore(String apiKey, String indexName, String projectId, String environment, String namespace, String textFieldName, Duration timeout, Integer dimension)

Method Summary

Modifier and Type	Method	Description
String	add(dev.langchain4j.data.embedding.Embedding embedding)
String	add(dev.langchain4j.data.embedding.Embedding embedding, dev.langchain4j.data.segment.TextSegment textSegment)
void	add(String id, dev.langchain4j.data.embedding.Embedding embedding)
List<String>	addAll(List<dev.langchain4j.data.embedding.Embedding> embeddings)
List<String>	addAll(List<dev.langchain4j.data.embedding.Embedding> embeddings, List<dev.langchain4j.data.segment.TextSegment> embedded)
List<dev.langchain4j.store.embedding.EmbeddingMatch<dev.langchain4j.data.segment.TextSegment>>	findRelevant(dev.langchain4j.data.embedding.Embedding embedding, int maxResults, double minScore)
PineconeVectorOperationsApi	getUnderlyingClient()
Map<String,String>	mapWithoutKey(Map<String,String> input, String key)

Methods inherited from class java.lang.Object

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

Methods inherited from interface dev.langchain4j.store.embedding.EmbeddingStore

findRelevant

Constructor Details

PineconeEmbeddingStore

public PineconeEmbeddingStore(String apiKey,
 String indexName,
 String projectId,
 String environment,
 String namespace,
 String textFieldName,
 Duration timeout,
 Integer dimension)

Method Details

add

public String add(dev.langchain4j.data.embedding.Embedding embedding)

Specified by:

add in interface dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment>

add

public void add(String id,
 dev.langchain4j.data.embedding.Embedding embedding)

Specified by:

add in interface dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment>

add

public String add(dev.langchain4j.data.embedding.Embedding embedding,
 dev.langchain4j.data.segment.TextSegment textSegment)

Specified by:

add in interface dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment>

addAll

public List<String> addAll(List<dev.langchain4j.data.embedding.Embedding> embeddings)

Specified by:

addAll in interface dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment>

addAll

public List<String> addAll(List<dev.langchain4j.data.embedding.Embedding> embeddings,
 List<dev.langchain4j.data.segment.TextSegment> embedded)

Specified by:

addAll in interface dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment>

findRelevant

public List<dev.langchain4j.store.embedding.EmbeddingMatch<dev.langchain4j.data.segment.TextSegment>> findRelevant(dev.langchain4j.data.embedding.Embedding embedding,
 int maxResults,
 double minScore)

Specified by:

findRelevant in interface dev.langchain4j.store.embedding.EmbeddingStore<dev.langchain4j.data.segment.TextSegment>

getUnderlyingClient

public PineconeVectorOperationsApi getUnderlyingClient()

mapWithoutKey

public Map<String,String> mapWithoutKey(Map<String,String> input,
 String key)