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VectorSearch Class

  • Reference

Definition

Namespace:
Azure.Search.Documents.Indexes.Models
Assembly:
Azure.Search.Documents.dll
Package:
Azure.Search.Documents v11.5.1
Package:
Azure.Search.Documents v11.6.0-beta.4
Source:
VectorSearch.cs
Source:
VectorSearch.cs

Contains configuration options related to vector search.

public class VectorSearch
type VectorSearch = class
Public Class VectorSearch
Inheritance
Object
VectorSearch

Constructors

VectorSearch()

Initializes a new instance of VectorSearch.

Properties

Algorithms

Contains configuration options specific to the algorithm used during indexing or querying. Please note VectorSearchAlgorithmConfiguration is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include ExhaustiveKnnAlgorithmConfiguration and HnswAlgorithmConfiguration.
Compressions

Contains configuration options specific to the compression method used during indexing or querying. Please note VectorSearchCompressionConfiguration is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include ScalarQuantizationCompressionConfiguration.
Profiles

Defines combinations of configurations to use with vector search.
Vectorizers

Contains configuration options on how to vectorize text vector queries. Please note VectorSearchVectorizer is the base class. According to the scenario, a derived class of the base class might need to be assigned here, or this property needs to be casted to one of the possible derived classes. The available derived classes include AIServicesVisionVectorizer, AzureMachineLearningVectorizer, AzureOpenAIVectorizer and CustomVectorizer.

Applies to