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Free module

Architecture and delivery of AI features

Learn AI feature architecture hands on: an LLM gateway, job queues, images and documents, prompt or RAG or fine-tuning, and prompt releases.

6 lessons390 min lessonSoftware engineering

The lessons

Each lesson is free to read in full. Create a free account to run its commands in a live lab and to sit its quizzes and tasks.

  1. 1 · Container lab

    What an LLM gateway does

    I can say what a gateway in front of model calls is for.

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  2. 2 · Container lab

    Queues for slow model calls

    I can move a slow call off the request and report its progress.

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  3. 3 · Container lab

    Sending images and documents to a model

    I can say what changes when the input is an image or a document.

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  4. 4 · Container lab

    Prompt, RAG or fine-tuning

    I can choose between a better prompt, retrieval and fine-tuning for a need.

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  5. 5 · Container lab

    Versioning and rolling out prompts

    I can version, review and roll out a prompt like code.

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  6. 6 · Container lab

    Designing an AI feature on one page

    I can write a one-page design for a model-backed feature.

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Worked in a real lab

Every lesson of this module is worked in a lab started for you alone. The labs it uses:

Teaching a class? Set this module for your students with a teacher guide, marked assignments and a lab for every student.