Class CreateAutoEmbeddingVectorSearchIndexModel<TDocument>

Namespace

MongoDB.Driver

Assembly

MongoDB.Driver.dll

Defines a vector index model for an auto-embedding vector index using strongly-typed C# APIs.

public sealed class CreateAutoEmbeddingVectorSearchIndexModel<TDocument> : CreateVectorSearchIndexModelBase<TDocument>

Type Parameters

TDocument

Inheritance

object

CreateSearchIndexModel

CreateVectorSearchIndexModelBase<TDocument>

CreateAutoEmbeddingVectorSearchIndexModel<TDocument>

Inherited Members

CreateVectorSearchIndexModelBase<TDocument>.Field

CreateVectorSearchIndexModelBase<TDocument>.FilterFields

CreateSearchIndexModel.Name

CreateSearchIndexModel.Type

CreateSearchIndexModel.Definition

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.ReferenceEquals(object, object)

object.ToString()

Constructors

CreateAutoEmbeddingVectorSearchIndexModel(FieldDefinition<TDocument>, string, string, params FieldDefinition<TDocument>[])

Initializes a new instance of the CreateAutoEmbeddingVectorSearchIndexModel<TDocument> for a vector index that will automatically create embeddings from a given field in the document. The embedding model to use must be passed to this constructor.

CreateAutoEmbeddingVectorSearchIndexModel(Expression<Func<TDocument, object>>, string, string, params Expression<Func<TDocument, object>>[])

Initializes a new instance of the CreateAutoEmbeddingVectorSearchIndexModel<TDocument> for a vector index that will automatically create embeddings from a given field in the document. The embedding model to use must be passed to this constructor.

Properties

AutoEmbeddingModelName

The name of the embedding model to use, such as "voyage-4", "voyage-4-large", etc.

Modality

Indicates the type of data that will be embedded for an auto-embedding index.