Chengwu Tech Stack

Oct 8, 2026 · Artificial Intelligence

RAG from Prototype to Production: Scenarios, Pitfalls, and Deployment Strategies

This article explains Retrieval-Augmented Generation (RAG) fundamentals, identifies suitable use cases, details six common production pitfalls like document parsing errors and permission leaks, outlines required modules for production RAG systems, and describes evaluation and incremental rollout strategies for reliable deployment.