Jul 19, 2026Jul 19, 2026 · 7 min read · 24 viewsWhere RAG Fails: Understanding the Limitations of Retrieval-Augmented GenerationRAG helps LLMs answer questions using your own data, but it doesn't guarantee correct answers. Here's how the pipeline works and where it commonly breaks down.7 min read · 24 views