Wu Shixiong's Large Model Academy

Oct 27, 2025 · Artificial Intelligence

Designing Effective Generation Modules for RAG: Prompt Engineering, Multi‑Document Fusion, and Hallucination Control

This article explains how to design and optimize the generation module of Retrieval‑Augmented Generation systems by building robust prompts, merging multi‑source information, controlling answer formats, and applying post‑generation verification to reduce hallucinations and improve enterprise‑grade performance.