Class GoogleCloudAiplatformV1GenerateSyntheticDataRequest

Request message for DataFoundryService.GenerateSyntheticData. It contains the settings and information needed to generate synthetic data.

Inheritance

object

GoogleCloudAiplatformV1GenerateSyntheticDataRequest

Implements

IDirectResponseSchema

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Google.Apis.Aiplatform.v1.Data

Assembly: Google.Apis.Aiplatform.v1.dll

Syntax

public class GoogleCloudAiplatformV1GenerateSyntheticDataRequest : IDirectResponseSchema

Properties

Count

Required. The number of synthetic examples to generate. For this stateless API, you can generate up to 50 examples in a single request.

Declaration

[JsonProperty("count")]
public virtual int? Count { get; set; }

Property Value

Type	Description
int?

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

Examples

Optional. A list of few-shot examples that help the model understand the desired style, tone, and format of the generated synthetic data. Providing these few-shot examples can significantly improve the quality and relevance of the output.

Declaration

[JsonProperty("examples")]
public virtual IList<GoogleCloudAiplatformV1SyntheticExample> Examples { get; set; }

Property Value

Type	Description
IList<GoogleCloudAiplatformV1SyntheticExample>

OutputFieldSpecs

Required. Defines the schema of each synthetic example to be generated, defined by a list of fields.

Declaration

[JsonProperty("outputFieldSpecs")]
public virtual IList<GoogleCloudAiplatformV1OutputFieldSpec> OutputFieldSpecs { get; set; }

Property Value

Type	Description
IList<GoogleCloudAiplatformV1OutputFieldSpec>

TaskDescription

Generates synthetic data based on a high-level description of the task or data you want.

Declaration

[JsonProperty("taskDescription")]
public virtual GoogleCloudAiplatformV1TaskDescriptionStrategy TaskDescription { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1TaskDescriptionStrategy

Implements

IDirectResponseSchema