Uses of Interface
org.springframework.ai.vectorstore.VectorStore

Packages that use VectorStore

Package	Description
org.springframework.ai.chat.client.advisor.vectorstore	Spring AI chat client advisors package.
org.springframework.ai.chroma.vectorstore	Provides the API for embedding observations.
org.springframework.ai.rag.retrieval.search	RAG Sub-Module: Document Search.
org.springframework.ai.test.vectorstore
org.springframework.ai.vectorstore	Provides interfaces and implementations for working with vector databases in Spring AI.
org.springframework.ai.vectorstore.azure	Provides the API for embedding observations.
org.springframework.ai.vectorstore.cassandra	Provides the API for embedding observations.
org.springframework.ai.vectorstore.coherence	Provides the API for embedding observations.
org.springframework.ai.vectorstore.cosmosdb	Provides the API for embedding observations.
org.springframework.ai.vectorstore.elasticsearch	Provides the API for embedding observations.
org.springframework.ai.vectorstore.gemfire	Provides the API for embedding observations.
org.springframework.ai.vectorstore.hanadb	Provides the API for embedding observations.
org.springframework.ai.vectorstore.mariadb	Provides the API for embedding observations.
org.springframework.ai.vectorstore.milvus	Provides the API for embedding observations.
org.springframework.ai.vectorstore.mongodb.atlas	Provides the API for embedding observations.
org.springframework.ai.vectorstore.neo4j	Provides the API for embedding observations.
org.springframework.ai.vectorstore.observation	Provides classes for observing and storing vector data.
org.springframework.ai.vectorstore.opensearch	Provides the API for embedding observations.
org.springframework.ai.vectorstore.oracle	Provides the API for embedding observations.
org.springframework.ai.vectorstore.pgvector	Provides the API for embedding observations.
org.springframework.ai.vectorstore.pinecone	Provides the API for embedding observations.
org.springframework.ai.vectorstore.qdrant	Provides the API for embedding observations.
org.springframework.ai.vectorstore.redis	Provides the API for embedding observations.
org.springframework.ai.vectorstore.typesense	Provides the API for embedding observations.
org.springframework.ai.vectorstore.weaviate	Provides the API for embedding observations.

Uses of VectorStore in org.springframework.ai.chat.client.advisor.vectorstore

Methods in org.springframework.ai.chat.client.advisor.vectorstore with parameters of type VectorStore

Modifier and Type	Method	Description
static QuestionAnswerAdvisor.Builder	QuestionAnswerAdvisor.builder(VectorStore vectorStore)
static VectorStoreChatMemoryAdvisor.Builder	VectorStoreChatMemoryAdvisor.builder(VectorStore chatMemory)

Constructors in org.springframework.ai.chat.client.advisor.vectorstore with parameters of type VectorStore

Modifier	Constructor	Description
protected	Builder(VectorStore vectorStore)	Creates a new builder instance.

Uses of VectorStore in org.springframework.ai.chroma.vectorstore

Classes in org.springframework.ai.chroma.vectorstore that implement VectorStore

Modifier and Type	Class	Description
class	ChromaVectorStore	ChromaVectorStore is a concrete implementation of the VectorStore interface.

Uses of VectorStore in org.springframework.ai.rag.retrieval.search

Methods in org.springframework.ai.rag.retrieval.search with parameters of type VectorStore

Modifier and Type	Method	Description
VectorStoreDocumentRetriever.Builder	VectorStoreDocumentRetriever.Builder.vectorStore(VectorStore vectorStore)

Constructors in org.springframework.ai.rag.retrieval.search with parameters of type VectorStore

Modifier	Constructor	Description
	VectorStoreDocumentRetriever(VectorStore vectorStore, Double similarityThreshold, Integer topK, Supplier<Filter.Expression> filterExpression)

Uses of VectorStore in org.springframework.ai.test.vectorstore

Methods in org.springframework.ai.test.vectorstore with parameters of type VectorStore

Modifier and Type	Method	Description
protected List<Document>	BaseVectorStoreTests.setupTestDocuments(VectorStore vectorStore)

Method parameters in org.springframework.ai.test.vectorstore with type arguments of type VectorStore

Modifier and Type	Method	Description
protected abstract void	BaseVectorStoreTests.executeTest(Consumer<VectorStore> testFunction)	Execute a test function with a configured VectorStore instance.

Uses of VectorStore in org.springframework.ai.vectorstore

Classes in org.springframework.ai.vectorstore that implement VectorStore

Modifier and Type	Class	Description
class	CouchbaseSearchVectorStore
class	SimpleVectorStore	SimpleVectorStore is a simple implementation of the VectorStore interface.

Methods in org.springframework.ai.vectorstore that return VectorStore

Modifier and Type	Method	Description
VectorStore	VectorStore.Builder.build()	Builds and returns a new VectorStore instance with the configured settings.

Uses of VectorStore in org.springframework.ai.vectorstore.azure

Classes in org.springframework.ai.vectorstore.azure that implement VectorStore

Modifier and Type	Class	Description
class	AzureVectorStore	Uses Azure Cognitive Search as a backing vector store.

Uses of VectorStore in org.springframework.ai.vectorstore.cassandra

Classes in org.springframework.ai.vectorstore.cassandra that implement VectorStore

Modifier and Type	Class	Description
class	CassandraVectorStore	The CassandraVectorStore is for managing and querying vector data in an Apache Cassandra db.

Uses of VectorStore in org.springframework.ai.vectorstore.coherence

Classes in org.springframework.ai.vectorstore.coherence that implement VectorStore

Modifier and Type	Class	Description
class	CoherenceVectorStore	Integration of Coherence Coherence 24.09+ as a Vector Store.

Uses of VectorStore in org.springframework.ai.vectorstore.cosmosdb

Classes in org.springframework.ai.vectorstore.cosmosdb that implement VectorStore

Modifier and Type	Class	Description
class	CosmosDBVectorStore	Cosmos DB implementation.

Uses of VectorStore in org.springframework.ai.vectorstore.elasticsearch

Classes in org.springframework.ai.vectorstore.elasticsearch that implement VectorStore

Modifier and Type	Class	Description
class	ElasticsearchVectorStore	Elasticsearch-based vector store implementation using the dense_vector field type.

Uses of VectorStore in org.springframework.ai.vectorstore.gemfire

Classes in org.springframework.ai.vectorstore.gemfire that implement VectorStore

Modifier and Type	Class	Description
class	GemFireVectorStore	A VectorStore implementation backed by GemFire.

Uses of VectorStore in org.springframework.ai.vectorstore.hanadb

Classes in org.springframework.ai.vectorstore.hanadb that implement VectorStore

Modifier and Type	Class	Description
class	HanaCloudVectorStore	The SAP HANA Cloud vector engine offers multiple use cases in AI scenarios.

Uses of VectorStore in org.springframework.ai.vectorstore.mariadb

Classes in org.springframework.ai.vectorstore.mariadb that implement VectorStore

Modifier and Type	Class	Description
class	MariaDBVectorStore	MariaDB-based vector store implementation using MariaDB's vector search capabilities.

Uses of VectorStore in org.springframework.ai.vectorstore.milvus

Classes in org.springframework.ai.vectorstore.milvus that implement VectorStore

Modifier and Type	Class	Description
class	MilvusVectorStore	Milvus implementation of the VectorStore interface.

Uses of VectorStore in org.springframework.ai.vectorstore.mongodb.atlas

Classes in org.springframework.ai.vectorstore.mongodb.atlas that implement VectorStore

Modifier and Type	Class	Description
class	MongoDBAtlasVectorStore	MongoDB Atlas-based vector store implementation using the Atlas Vector Search.

Uses of VectorStore in org.springframework.ai.vectorstore.neo4j

Classes in org.springframework.ai.vectorstore.neo4j that implement VectorStore

Modifier and Type	Class	Description
class	Neo4jVectorStore	Neo4j-based vector store implementation using Neo4j's vector search capabilities.

Uses of VectorStore in org.springframework.ai.vectorstore.observation

Classes in org.springframework.ai.vectorstore.observation that implement VectorStore

Modifier and Type	Class	Description
class	AbstractObservationVectorStore	Abstract base class for VectorStore implementations that provides observation capabilities.

Uses of VectorStore in org.springframework.ai.vectorstore.opensearch

Classes in org.springframework.ai.vectorstore.opensearch that implement VectorStore

Modifier and Type	Class	Description
class	OpenSearchVectorStore	OpenSearch-based vector store implementation using OpenSearch's vector search capabilities.

Uses of VectorStore in org.springframework.ai.vectorstore.oracle

Classes in org.springframework.ai.vectorstore.oracle that implement VectorStore

Modifier and Type	Class	Description
class	OracleVectorStore	Integration of Oracle database 23ai as a Vector Store.

Uses of VectorStore in org.springframework.ai.vectorstore.pgvector

Classes in org.springframework.ai.vectorstore.pgvector that implement VectorStore

Modifier and Type	Class	Description
class	PgVectorStore	PostgreSQL-based vector store implementation using the pgvector extension.

Uses of VectorStore in org.springframework.ai.vectorstore.pinecone

Classes in org.springframework.ai.vectorstore.pinecone that implement VectorStore

Modifier and Type	Class	Description
class	PineconeVectorStore	A VectorStore implementation backed by Pinecone, a cloud-based vector database.

Uses of VectorStore in org.springframework.ai.vectorstore.qdrant

Classes in org.springframework.ai.vectorstore.qdrant that implement VectorStore

Modifier and Type	Class	Description
class	QdrantVectorStore	Qdrant vectorStore implementation.

Uses of VectorStore in org.springframework.ai.vectorstore.redis

Classes in org.springframework.ai.vectorstore.redis that implement VectorStore

Modifier and Type	Class	Description
class	RedisVectorStore	Redis-based vector store implementation using Redis Stack with RediSearch and RedisJSON.

Uses of VectorStore in org.springframework.ai.vectorstore.typesense

Classes in org.springframework.ai.vectorstore.typesense that implement VectorStore

Modifier and Type	Class	Description
class	TypesenseVectorStore	A vector store implementation that uses Typesense as the backend.

Uses of VectorStore in org.springframework.ai.vectorstore.weaviate

Classes in org.springframework.ai.vectorstore.weaviate that implement VectorStore

Modifier and Type	Class	Description
class	WeaviateVectorStore	A vector store implementation that stores and retrieves vectors in a Weaviate database.