Prompt Design for Grounded Answers Instead of Creative Ones
How to write prompts that keep a RAG assistant answering from retrieved documents: block separation, positive instructions and traceable citations.
What Your Assistant Should Say When the Answer Is Not in the Docs
Retrieval gaps are inevitable. Learn to classify three kinds of missing context and write refusals that keep users moving instead of guessing.
Evaluating a RAG System Before You Let Anyone Use It
How to test a document-grounded assistant before launch: build the eval set from real questions, separate retrieval from generation, measure groundedness.
Why a Document Assistant Still Makes Things Up, and How to Stop It
RAG assistants invent answers when retrieval fails first. How chunking, metadata and citation checks stop fabrication in document Q&A.
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