Class: Aws::Bedrock::Types::VectorSearchBedrockRerankingConfiguration

Inherits:

Struct

• Object
• Struct
• Aws::Bedrock::Types::VectorSearchBedrockRerankingConfiguration

Includes:

Structure

Defined in:

lib/aws-sdk-bedrock/types.rb

Overview

Configuration for using Amazon Bedrock foundation models to rerank Knowledge Base vector search results. This enables more sophisticated relevance ranking using large language models.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #metadata_configuration ⇒ Types::MetadataConfigurationForReranking

  Configuration for how document metadata should be used during the reranking process.

• #model_configuration ⇒ Types::VectorSearchBedrockRerankingModelConfiguration

  Configuration for the Amazon Bedrock foundation model used for reranking.

• #number_of_reranked_results ⇒ Integer

  The maximum number of results to rerank.

Instance Attribute Details

#metadata_configuration ⇒ Types::MetadataConfigurationForReranking

Configuration for how document metadata should be used during the reranking process. This determines which metadata fields are included when reordering search results.

Returns:

• (Types::MetadataConfigurationForReranking)

# File 'lib/aws-sdk-bedrock/types.rb', line 14290

class VectorSearchBedrockRerankingConfiguration < Struct.new(
  :model_configuration,
  :number_of_reranked_results,
  :metadata_configuration)
  SENSITIVE = []
  include Aws::Structure
end

#model_configuration ⇒ Types::VectorSearchBedrockRerankingModelConfiguration

Configuration for the Amazon Bedrock foundation model used for reranking. This includes the model ARN and any additional request fields required by the model.

Returns:

• (Types::VectorSearchBedrockRerankingModelConfiguration)

# File 'lib/aws-sdk-bedrock/types.rb', line 14290

class VectorSearchBedrockRerankingConfiguration < Struct.new(
  :model_configuration,
  :number_of_reranked_results,
  :metadata_configuration)
  SENSITIVE = []
  include Aws::Structure
end

#number_of_reranked_results ⇒ Integer

The maximum number of results to rerank. This limits how many of the initial vector search results will be processed by the reranking model. A smaller number improves performance but may exclude potentially relevant results.

Returns:

• (Integer)

# File 'lib/aws-sdk-bedrock/types.rb', line 14290

class VectorSearchBedrockRerankingConfiguration < Struct.new(
  :model_configuration,
  :number_of_reranked_results,
  :metadata_configuration)
  SENSITIVE = []
  include Aws::Structure
end