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Advanced RAG patterns on Amazon SageMaker

AWS Machine Learning - AI

Solution overview In this post, we demonstrate the use of Mixtral-8x7B Instruct text generation combined with the BGE Large En embedding model to efficiently construct a RAG QnA system on an Amazon SageMaker notebook using the parent document retriever tool and contextual compression technique. Mixtral-8x7B uses an MoE architecture.