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Build RAG Systems

Design a retrieval-augmented system that prepares evidence, retrieves and ranks it, grounds claims, and exposes failures.

128 min · 8 lessons · intermediate

05BUILD RAG SYSTEMS
YOU’LL LEAVE WITHDesign and evaluate a retrieval pipeline from source documents to grounded answer.
WHAT YOU’LL LEARN

Build a RAG system you can inspect and improve.

For people building AI products that need to answer from their own documents and data.

01

Prepare the evidence

Choose how to split and represent source material before search begins.

02

Tune retrieval

Inspect search and ranking results instead of treating retrieval as a black box.

03

Evaluate the answer

Check whether the final response is grounded in the evidence the system found.

Build it yourself.

Design and evaluate a retrieval pipeline from source documents to grounded answer.

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