Package com.google.genkit.plugins.qdrant

Class QdrantVectorStore

java.lang.Object

com.google.genkit.plugins.qdrant.QdrantVectorStore

public final class QdrantVectorStore
extends Object

Qdrant vector store backed by the Qdrant REST API.

Indexes documents (embedding + payload holding the text and metadata) into a Qdrant collection and retrieves the nearest neighbors of a query embedding.

Constructor Summary

Constructors

Constructor	Description
QdrantVectorStore(String baseUrl, String apiKey, QdrantCollectionConfig config, Embedder embedder)	Creates a new store.

Method Summary

Modifier and Type	Method	Description
IndexerResponse	index(ActionContext context, IndexerRequest request)	Indexes documents into the collection, generating an embedding for each.
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

QdrantVectorStore

public QdrantVectorStore(String baseUrl,
 String apiKey,
 QdrantCollectionConfig config,
 Embedder embedder)

Creates a new store.

Parameters:

baseUrl - the Qdrant server base URL (e.g. http://localhost:6333)

apiKey - the Qdrant API key, or null when the server requires none

config - the collection configuration

embedder - the embedder used to vectorize documents and queries

Method Details

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 collection, generating an embedding for each.

Parameters:

context - the action context

request - the indexer request

Returns:

the indexer response