Enterprise Systems and Knowledge

Enterprises don’t live in PDFs alone. Your “knowledge” is spread across data warehouses (facts in tables) and document stores (procedures, policies, contracts). Production RAG has to bridge both, respect governance, and leave a lineage trail any auditor can follow. This chapter gives you Python building blocks to connect to warehouses and doc stores, normalize/embed/index content, route queries between SQL and vectors, and push lineage/safety metadata into your governance stack.