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QdrantVectorDbClient Class

  • Reference

Definition

Namespace:
Microsoft.SemanticKernel.Connectors.Qdrant
Assembly:
Microsoft.SemanticKernel.Connectors.Qdrant.dll
Package:
Microsoft.SemanticKernel.Connectors.Qdrant v1.20.0-alpha

An implementation of a client for the Qdrant Vector Database. This class is used to connect, create, delete, and get embeddings data from a Qdrant Vector Database instance.

public sealed class QdrantVectorDbClient : Microsoft.SemanticKernel.Connectors.Qdrant.IQdrantVectorDbClient
type QdrantVectorDbClient = class
    interface IQdrantVectorDbClient
Public NotInheritable Class QdrantVectorDbClient
Implements IQdrantVectorDbClient
Inheritance
Object
QdrantVectorDbClient
Implements
IQdrantVectorDbClient

Constructors

QdrantVectorDbClient(HttpClient, Int32, String, ILoggerFactory)

Initializes a new instance of the QdrantVectorDbClient class.
QdrantVectorDbClient(String, Int32, ILoggerFactory)

Initializes a new instance of the QdrantVectorDbClient class.

Methods

CreateCollectionAsync(String, CancellationToken)

Create a Qdrant vector collection.
DeleteCollectionAsync(String, CancellationToken)

Delete a Qdrant vector collection.
DeleteVectorByPayloadIdAsync(String, String, CancellationToken)

Delete a vector by its unique identifier in the metadata (Qdrant payload).
DeleteVectorsByIdAsync(String, IEnumerable<String>, CancellationToken)

Delete vectors by their unique Qdrant IDs.
DoesCollectionExistAsync(String, CancellationToken)

Check if a vector collection exists.
FindNearestInCollectionAsync(String, ReadOnlyMemory<Single>, Double, Int32, Boolean, IEnumerable<String>, CancellationToken)

Find the nearest vectors in a collection using vector similarity search.
GetVectorByPayloadIdAsync(String, String, Boolean, CancellationToken)

Get a specific vector by a unique identifier in the metadata (Qdrant payload).
GetVectorsByIdAsync(String, IEnumerable<String>, Boolean, CancellationToken)

Get vectors by their unique Qdrant IDs.
ListCollectionsAsync(CancellationToken)

List all vector collections.
UpsertVectorsAsync(String, IEnumerable<QdrantVectorRecord>, CancellationToken)

Upsert a group of vectors into a collection.

Applies to