Beginner5 hours · 4 chapters

Intro to AI Engineering

Retrieval, chunking and evaluation from first principles. You will spend more time reading and steering generated code than typing it, which is how this work is actually done now.

RetrievalChunkingEmbeddingsEvaluation
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Syllabus

  1. Chapter 1· Next up

    Answering from your own documents

    Why a model needs your pages handed to it, and how they get found.

  2. Chapter 2· Upcoming

    Picking the right pieces

    How many pages to grab, and how to rule out the wrong ones first.

  3. Chapter 3· Upcoming

    Knowing whether the search got worse

    Measure it, so a bad change cannot hide behind a good demo.

  4. Chapter 4· Upcoming

    Putting it in front of people

    What breaks once real questions arrive, in real wording.