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RAG in Production: A Practical Playbook

A set of practical practices for RAG: data governance, evaluation, regression tests, and safe rollout.

LLM & RAGCerebraTechAI Team8/1/2025

Start with a “golden set” of real questions and expected references.

Control access to documents and add redaction where needed.

Run regression tests before each prompt/retrieval change.