How to Solve 5 Common RAG Failures with Knowledge Graphs

Nov 13, 2025 · 18 min read · You may have built a Retrieval-Augmented Generation (RAG) pipeline to connect a vector store to a powerful LLM. And RAG pipelines are incredibly effective at grounding models in factual, up-to-date knowledge. But if you've worked with them long enoug...