Category: RAG Metrics
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Optimizing RAG Systems: Key Metrics and Evaluation Techniques for Enhanced Performance
Introduction to RAG Systems Retrieval-Augmented Generation (RAG) represents a significant evolution in artificial intelligence, particularly within natural language processing (NLP). At its core, RAG ingeniously combines the capabilities of traditional information retrieval systems with the advanced generative powers of large language models (LLMs). This hybrid approach enables RAG systems to produce responses that are contextually…