Wu Shixiong's Large Model Academy

Mar 29, 2026 · Artificial Intelligence

Mastering RAG Prompt Engineering: Prevent Hallucinations and Boost Accuracy

This article dissects the unique challenges of RAG prompting, presents a systematic System/User Prompt design with strong constraints and citation requirements, compares constraint strengths with quantitative hallucination rates, and offers long‑context compression strategies and rigorous testing methods to ensure reliable LLM answers.