Retrieval and RAG: Generative AI worked examples

Check whether the system finds the evidence required to answer.

• Build a local RAG pipeline with checked source citations

  Retrieve from original public teaching notes, generate with a pinned local model and publish only a source-matching quotation or an explicit abstention.

  project · 5 min read

• RAG retrieval evaluation: calculate recall, precision and reciprocal rank

  Build an offline evidence-retrieval test set, compare rankings with explicit relevance judgments and separate retrieval success from answer correctness.

  tutorial · 4 min read