Package dev.langchain4j.store.embedding.azure.search

Class AzureAiSearchEmbeddingStore

java.lang.Object

dev.langchain4j.store.embedding.azure.search.AzureAiSearchEmbeddingStore

All Implemented Interfaces:

EmbeddingStore<TextSegment>

public class AzureAiSearchEmbeddingStore
extends Object
implements EmbeddingStore<TextSegment>

Azure AI Search EmbeddingStore Implementation

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	AzureAiSearchEmbeddingStore.Builder

Constructor Summary

Constructors

Constructor	Description
AzureAiSearchEmbeddingStore(String endpoint, com.azure.core.credential.AzureKeyCredential keyCredential, int dimensions)
AzureAiSearchEmbeddingStore(String endpoint, com.azure.core.credential.AzureKeyCredential keyCredential, com.azure.search.documents.indexes.models.SearchIndex index)
AzureAiSearchEmbeddingStore(String endpoint, com.azure.core.credential.TokenCredential tokenCredential, int dimensions)
AzureAiSearchEmbeddingStore(String endpoint, com.azure.core.credential.TokenCredential tokenCredential, com.azure.search.documents.indexes.models.SearchIndex index)

Method Summary

Modifier and Type	Method	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> embedded)
static AzureAiSearchEmbeddingStore.Builder	builder()
void	deleteIndex()
List<EmbeddingMatch<TextSegment>>	findRelevant(Embedding referenceEmbedding, int maxResults, double minScore)

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, findRelevant, findRelevant

Constructor Details

AzureAiSearchEmbeddingStore

public AzureAiSearchEmbeddingStore(String endpoint,
 com.azure.core.credential.AzureKeyCredential keyCredential,
 int dimensions)

AzureAiSearchEmbeddingStore

public AzureAiSearchEmbeddingStore(String endpoint,
 com.azure.core.credential.AzureKeyCredential keyCredential,
 com.azure.search.documents.indexes.models.SearchIndex index)

AzureAiSearchEmbeddingStore

public AzureAiSearchEmbeddingStore(String endpoint,
 com.azure.core.credential.TokenCredential tokenCredential,
 int dimensions)

AzureAiSearchEmbeddingStore

public AzureAiSearchEmbeddingStore(String endpoint,
 com.azure.core.credential.TokenCredential tokenCredential,
 com.azure.search.documents.indexes.models.SearchIndex index)

Method Details

deleteIndex

public void deleteIndex()

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> embedded)

Specified by:

addAll in interface EmbeddingStore<TextSegment>

findRelevant

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

Specified by:

findRelevant in interface EmbeddingStore<TextSegment>

builder

public static AzureAiSearchEmbeddingStore.Builder builder()