Class GoogleCloudAiplatformV1beta1RagContextsContext

A context of the query.

Inheritance

object

GoogleCloudAiplatformV1beta1RagContextsContext

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.v1beta1.Data

Assembly: Google.Apis.Aiplatform.v1beta1.dll

Syntax

public class GoogleCloudAiplatformV1beta1RagContextsContext : IDirectResponseSchema

Properties

Chunk

Context of the retrieved chunk.

Declaration

[JsonProperty("chunk")]
public virtual GoogleCloudAiplatformV1beta1RagChunk Chunk { get; set; }

Property Value

Type	Description
GoogleCloudAiplatformV1beta1RagChunk

Distance

The distance between the query dense embedding vector and the context text vector.

Declaration

[JsonProperty("distance")]
public virtual double? Distance { get; set; }

Property Value

Type	Description
double?

ETag

The ETag of the item.

Declaration

public virtual string ETag { get; set; }

Property Value

Type	Description
string

Score

According to the underlying Vector DB and the selected metric type, the score can be either the distance or the similarity between the query and the context and its range depends on the metric type. For example, if the metric type is COSINE_DISTANCE, it represents the distance between the query and the context. The larger the distance, the less relevant the context is to the query. The range is [0, 2], while 0 means the most relevant and 2 means the least relevant.

Declaration

[JsonProperty("score")]
public virtual double? Score { get; set; }

Property Value

Type	Description
double?

SourceDisplayName

The file display name.

Declaration

[JsonProperty("sourceDisplayName")]
public virtual string SourceDisplayName { get; set; }

Property Value

Type	Description
string

SourceUri

If the file is imported from Cloud Storage or Google Drive, source_uri will be original file URI in Cloud Storage or Google Drive; if file is uploaded, source_uri will be file display name.

Declaration

[JsonProperty("sourceUri")]
public virtual string SourceUri { get; set; }

Property Value

Type	Description
string

SparseDistance

The distance between the query sparse embedding vector and the context text vector.

Declaration

[JsonProperty("sparseDistance")]
public virtual double? SparseDistance { get; set; }

Property Value

Type	Description
double?

Text

The text chunk.

Declaration

[JsonProperty("text")]
public virtual string Text { get; set; }

Property Value

Type	Description
string

Implements

IDirectResponseSchema