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Reranking search results tutorials

The following machine learning (ML) tutorials show you how to implement search result reranking. For more information about reranking, see Reranking search results.

Reranking search results using Cohere Rerank

  • Platform: OpenSearch
  • Model: Cohere Rerank
  • Deployment: Provider API

Reranking search results using Cohere Rerank on Amazon Bedrock

  • Platform: OpenSearch, Amazon OpenSearch Service
  • Model: Cohere Rerank
  • Deployment: Amazon Bedrock

Reranking search results using Amazon Bedrock models

  • Platform: OpenSearch
  • Model: Amazon Bedrock reranker models
  • Deployment: Amazon Bedrock

Reranking search results using a cross-encoder in Amazon SageMaker

  • Platform: OpenSearch
  • Model: Hugging Face MS MARCO
  • Deployment: Amazon SageMaker

Reranking search results using a reranker in Amazon SageMaker

  • Platform: OpenSearch, Amazon OpenSearch Service
  • Model: Hugging Face BAAI/bge-reranker
  • Deployment: Amazon SageMaker

Reranking search results by a field

  • Platform: OpenSearch, Amazon OpenSearch Service
  • Model: Cohere Rerank
  • Deployment: Provider API
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