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The Mystery of RAG Optimization: Insights from 74 Experiments

  • The study explores factors affecting system performance in retrieval-augmented generation.
  • The RAG system consists of query expansion, retrieval, and text generation modules.
  • Systematic experiments identify critical elements and propose new configuration methods.
  • The findings provide insights for enhancing retrieval-augmented generation performance.

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