AutoRAGTuner automates the full RAG lifecycle with a configuration-driven modular design and adaptive Bayesian optimization, outperforming baselines while reducing code changes for architecture adjustments by up to 95%.
Autorag: Automated framework for optimization of retrieval augmented generation pipeline.ArXiv
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AutoRAGTuner: A Declarative Framework for Automatic Optimization of RAG Pipelines
AutoRAGTuner automates the full RAG lifecycle with a configuration-driven modular design and adaptive Bayesian optimization, outperforming baselines while reducing code changes for architecture adjustments by up to 95%.