Package com.google.genkit.plugins.pinecone

Class PineconeVectorStore

java.lang.Object

com.google.genkit.plugins.pinecone.PineconeVectorStore

public class PineconeVectorStore
extends Object

Pinecone vector store implementation.

This class provides indexing and retrieval of documents using Pinecone vector database for similarity search.

Constructor Summary

Constructors

Constructor	Description
PineconeVectorStore(io.pinecone.clients.Pinecone pinecone, PineconeIndexConfig config, Embedder embedder)	Creates a new PineconeVectorStore.

Method Summary

Modifier and Type	Method	Description
void	deleteAll()	Deletes all documents in the namespace.
void	deleteByIds(List<String> ids)	Deletes documents by their IDs.
PineconeIndexConfig	getConfig()	Gets the index configuration.
io.pinecone.clients.Index	getIndex()	Gets the Pinecone index connection.
IndexerResponse	index(ActionContext context, IndexerRequest request)	Indexes documents into the vector store.
void	initialize()	Initializes the vector store by connecting to or creating the index.
RetrieverResponse	retrieve(ActionContext context, RetrieverRequest request)	Retrieves documents similar to the query.

Methods inherited from class java.lang.Object

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

Constructor Details

PineconeVectorStore

public PineconeVectorStore(io.pinecone.clients.Pinecone pinecone,
 PineconeIndexConfig config,
 Embedder embedder)

Creates a new PineconeVectorStore.

Parameters:

pinecone - the Pinecone client

config - the index configuration

embedder - the embedder for generating vectors

Method Details

initialize

public void initialize()

Initializes the vector store by connecting to or creating the index.

retrieve

public RetrieverResponse retrieve(ActionContext context,
 RetrieverRequest request)

Retrieves documents similar to the query.

Parameters:

context - the action context

request - the retriever request

Returns:

the retriever response with matching documents

index

public IndexerResponse index(ActionContext context,
 IndexerRequest request)

Indexes documents into the vector store.

Parameters:

context - the action context

request - the indexer request

Returns:

the indexer response

deleteByIds

public void deleteByIds(List<String> ids)

Deletes documents by their IDs.

Parameters:

ids - the document IDs to delete

deleteAll

public void deleteAll()

Deletes all documents in the namespace.

getConfig

public PineconeIndexConfig getConfig()

Gets the index configuration.

getIndex

public io.pinecone.clients.Index getIndex()

Gets the Pinecone index connection.