Retrieval Context Preview

Retrieval context preview is a trust UX pattern that shows a concise preview of the documents and chunks used for generation—including freshness and exclusions—before users act on conclusions. Instead of invisible RAG, the interface surfaces which materials were included or left out so people can correct scope, drop stale sources, and only then accept the answer.

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When to use

Essential for research assistants, enterprise knowledge bots, and any RAG product where users need to verify corpus coverage before trusting a synthesized answer.

Use this pattern in your project

Copy this prompt to generate a production-ready implementation in Cursor, Claude Code, Lovable, or any AI coding agent.

Generate a production-ready implementation of the "Retrieval Context Preview" AI interface design pattern.

Pattern Definition:
Interactive Demo
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Draft answer

Remote work is allowed up to 3 days per week with manager approval. Managers can approve exceptions for travel weeks. Core hours stay 10am–3pm Pacific.

Sources for this answer

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