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by Ida Silfverskild • Published December 21, 2025 at 03:30 PM
Research
Running Evals on a Bloated RAGPipeline
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The article discusses the challenges of evaluating retrieval-augmented generation (RAG) pipelines, particularly when comparing metrics across diverse datasets and models. It highlights the importance of standardized evaluation frameworks to accurately assess performance, especially in complex, multi-component systems that integrate retrieval and generation modules, ensuring more reliable comparisons and improvements in RAG architectures.
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