Wu Shixiong's Large Model Academy
Mar 11, 2026 · Artificial Intelligence
Taming Hallucinations and Multi‑Turn Failures in RAG Systems
This article breaks down the final‑mile challenges of Retrieval‑Augmented Generation—hallucinations, broken multi‑turn dialogue, prompt design, citation, and feedback loops—and provides concrete, layered solutions ranging from hard‑coded prompts and few‑shot examples to query rewriting, history management, post‑processing filters, and self‑check mechanisms.
Hallucination mitigationRAGcitation
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