Class: Aws::BedrockAgent::Types::BedrockEmbeddingModelConfiguration

Inherits:

Struct

• Object
• Struct
• Aws::BedrockAgent::Types::BedrockEmbeddingModelConfiguration

Includes:

Structure

Defined in:

lib/aws-sdk-bedrockagent/types.rb

Overview

The vector configuration details for the Bedrock embeddings model.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #audio ⇒ Array<Types::AudioConfiguration>

  Configuration settings for processing audio content in multimodal knowledge bases.

• #dimensions ⇒ Integer

  The dimensions details for the vector configuration used on the Bedrock embeddings model.

• #embedding_data_type ⇒ String

  The data type for the vectors when using a model to convert text into vector embeddings.

• #model_configuration ⇒ Hash, ...

  Model-specific configuration for the embedding model, provided as a JSON object.

• #video ⇒ Array<Types::VideoConfiguration>

  Configuration settings for processing video content in multimodal knowledge bases.

Instance Attribute Details

#audio ⇒ Array<Types::AudioConfiguration>

Configuration settings for processing audio content in multimodal knowledge bases.

This field is deprecated. Use modelConfiguration instead.

Returns:

# File 'lib/aws-sdk-bedrockagent/types.rb', line 1328

class BedrockEmbeddingModelConfiguration < Struct.new(
  :dimensions,
  :embedding_data_type,
  :audio,
  :video,
  :model_configuration)
  SENSITIVE = []
  include Aws::Structure
end

#dimensions ⇒ Integer

The dimensions details for the vector configuration used on the Bedrock embeddings model.

Returns:

# File 'lib/aws-sdk-bedrockagent/types.rb', line 1328

class BedrockEmbeddingModelConfiguration < Struct.new(
  :dimensions,
  :embedding_data_type,
  :audio,
  :video,
  :model_configuration)
  SENSITIVE = []
  include Aws::Structure
end

#embedding_data_type ⇒ String

The data type for the vectors when using a model to convert text into vector embeddings. The model must support the specified data type for vector embeddings. Floating-point (float32) is the default data type, and is supported by most models for vector embeddings. See Supported embeddings models for information on the available models and their vector data types.

Returns:

# File 'lib/aws-sdk-bedrockagent/types.rb', line 1328

class BedrockEmbeddingModelConfiguration < Struct.new(
  :dimensions,
  :embedding_data_type,
  :audio,
  :video,
  :model_configuration)
  SENSITIVE = []
  include Aws::Structure
end

#model_configuration ⇒ Hash, ...

Model-specific configuration for the embedding model, provided as a JSON object. Use this field to specify settings that apply to the embedding model that you selected, such as how audio and video files are divided into segments.

The fields that this object accepts depend on the embedding model. For the settings that each model accepts, see the documentation for that model.

Returns:

# File 'lib/aws-sdk-bedrockagent/types.rb', line 1328

class BedrockEmbeddingModelConfiguration < Struct.new(
  :dimensions,
  :embedding_data_type,
  :audio,
  :video,
  :model_configuration)
  SENSITIVE = []
  include Aws::Structure
end

#video ⇒ Array<Types::VideoConfiguration>

Configuration settings for processing video content in multimodal knowledge bases.

This field is deprecated. Use modelConfiguration instead.

Returns:

# File 'lib/aws-sdk-bedrockagent/types.rb', line 1328

class BedrockEmbeddingModelConfiguration < Struct.new(
  :dimensions,
  :embedding_data_type,
  :audio,
  :video,
  :model_configuration)
  SENSITIVE = []
  include Aws::Structure
end