Package com.google.genkit.plugins.milvus

Class MilvusVectorStore

java.lang.Object

com.google.genkit.plugins.milvus.MilvusVectorStore

public final class MilvusVectorStore
extends Object

Milvus vector store backed by the Milvus v2 REST API.

Indexes documents into a Milvus collection (quick-setup mode: auto id, a vector field, dynamic text and metadata fields) and retrieves the nearest neighbors of a query embedding.

Constructor Summary

Constructors

Constructor	Description
MilvusVectorStore(String baseUrl, String token, MilvusCollectionConfig 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

MilvusVectorStore

public MilvusVectorStore(String baseUrl,
 String token,
 MilvusCollectionConfig config,
 Embedder embedder)

Creates a new store.

Parameters:

baseUrl - the Milvus server base URL (e.g. http://localhost:19530)

token - the Milvus auth token, 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