AgentGuide

Apr 6, 2026 · Artificial Intelligence

How to Optimize RAG System Performance: From Evaluation Metrics to Tuning Strategies

The article explains how to improve Retrieval‑Augmented Generation (RAG) systems by interpreting three key metrics—context recall, context precision, and answer correctness—and provides concrete step‑by‑step actions such as checking the knowledge base, upgrading embedding models, rewriting queries, adding a rerank model, and refining prompts and generation parameters.