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Generate synthetic data for evaluating RAG systems using Amazon Bedrock

Synthetic RAG evaluation data workflow, from document loading to question generation and evaluation
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In this reference

A worked method for generating synthetic evaluation data for RAG systems.

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Generate synthetic data for evaluating RAG systems using Amazon Bedrock (23 September 2024). Amazon Web Services. https://aws.amazon.com/blogs/machine-learning/generate-synthetic-data-for-evaluating-rag-systems-using-amazon-bedrock/

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@misc{generate_synthetic_data_for_evaluating_rag_systems_using_amazon_bedrock,
  title = {{Generate synthetic data for evaluating RAG systems using Amazon Bedrock}},
  howpublished = {Amazon Web Services},
  url = {https://aws.amazon.com/blogs/machine-learning/generate-synthetic-data-for-evaluating-rag-systems-using-amazon-bedrock/},
  year = {2024}
}
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