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Library/AI & ML/AI Engineering
Advanced Pro#ai-engineering

Cách đánh giá hệ thống RAG end-to-end bằng framework Ragas?

February 15, 2026

Quick summary

Evaluating an end-to-end RAG system requires decoupling the performance of its two phases: Retrieval and Generation. The Ragas framework addresses this using an LLM-as-a-judge approach with core metrics (Faithfulness, Answer Relevance, Context Precision, Context Recall) to pinpoint system bottlenecks.

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Sample answer:

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