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RAG Systems in Practice

Build retrieval systems that hold up in production: chunking, ranking, freshness, citations, and grounded answers.

4 episodes

Episodes (4)

Models Do Not Know Your Latest Data

Foundation models are trained on broad public data, not your internal docs, recent policies, product changes, or customer-specific records.

0:00 / 1:18

Why RAG Exists

Why retrieval is usually a better fit than retraining when you need current private knowledge

Models Do Not Know Your Latest Data

Foundation models are trained on broad public data, not your internal docs, recent policies, product changes, or customer-specific records.

0:00 / 1:18

Why retrieval is usually a better fit than retraining when you need current private knowledge