RAG: Your LLM's Secret Weapon Against Making Stuff Up

Large Language Models hallucinate. They get outdated. They confidently fabricate plausible nonsense. Enter Retrieval Augmented Generation—the architectural pattern that transforms unreliable chatbots into grounded, fact-checked AI systems.

December 13, 2025 · 6 min · Amit Lale