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RAG tutorials

The following machine learning (ML) tutorials show you how to implement retrieval-augmeted generation (RAG).

Retrieval-augmented generation (RAG) using the DeepSeek Chat API

  • Platform: OpenSearch, Amazon OpenSearch Service
  • Model: DeepSeek Chat
  • Deployment: Provider API

RAG using DeepSeek-R1 on Amazon Bedrock

  • Platform: OpenSearch, Amazon OpenSearch Service
  • Model: DeepSeek-R1
  • Deployment: Amazon Bedrock

RAG using DeepSeek-R1 in Amazon SageMaker

  • Platform: OpenSearch, Amazon OpenSearch Service
  • Model: DeepSeek-R1
  • Deployment: Amazon SageMaker
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