Stop Returning Text from RAG: The Typed Answer Contract That Prevents Hallucination

The article proposes a method to reduce hallucinations in Retrieval-Augmented Generation (RAG) by using typed answer contracts, where each field in a schema acts as a question for the model and every answer is verifiable. This approach shifts from returning unstructured text to structured, checkable outputs, improving reliability in enterprise document intelligence.