Precisionk

Published on
June 19, 2024
Metrics for Evaluation of Retrieval in Retrieval-Augmented Generation (RAG) Systems
NLP Retrieval-Augmented-Generation Evaluation Precision@k Recall@k F1@k MAP MRR DCG@k NDCG@k
Learn about evaluation metrics for the retrieval component of a RAG system. Discover how metrics like Precision@k, Recall@k, F1@k, MRR, and MAP can optimize your system's performance. Ensure your RAG pipeline delivers high-quality context for better-generated responses.

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Metrics for Evaluation of Retrieval in Retrieval-Augmented Generation (RAG) Systems