Building a RAG system is only half the battle. The other half, arguably the more critical half, is understanding whether your system works as intended. Throughout this book, we've explored how to construct sophisticated RAG architectures, from basic retrieval-augmented pipelines to advanced agentic systems. But without proper evaluation, you're essentially flying blind, unable to distinguish between a system that occasionally gets lucky and one that consistently delivers reliable, accurate results.

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RAG Evaluation: Measuring Quality and Performance

  • Ranajoy Bose

摘要

Building a RAG system is only half the battle. The other half, arguably the more critical half, is understanding whether your system works as intended. Throughout this book, we've explored how to construct sophisticated RAG architectures, from basic retrieval-augmented pipelines to advanced agentic systems. But without proper evaluation, you're essentially flying blind, unable to distinguish between a system that occasionally gets lucky and one that consistently delivers reliable, accurate results.