Prompt Engineering Isn’t Enough: How Four Bricks of Context Engineering Stop RAG Hallucinations

Many RAG system "hallucinations" are actually the model correctly interpreting flawed context, a problem rooted in the data pipeline itself. These errors can originate from naive document parsing that flattens tables into unusable text or from failing to expand a user's query with synonyms found in the document.