Beyond the Chunk: Why Standard RAG Fails Complex Documents

Traditional chunking in RAG architectures destroys the vital hierarchical context of structured data like clinical records, leading to fragmented reasoning. To build reliable AI for specialized domains, developers must move toward structure-aware indexing that preserves semantic relationships across entire documents.