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178 categories

  • Foundations
  • Working with models
  • Retrieval and knowledge
  • Agents and tools
  • Multimodal applications
  • Production AI
  • Foundations
  • Working with models
  • Retrieval and knowledge
  • Agents and tools
  • Multimodal applications
  • Production AI
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  2. Topics

Topics

Six groups over 178 categories. 205 pieces so far.

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  • Foundations

    What the role is, how the models work, and the vocabulary everything else assumes.

    Introduction · How LLMs Work · Models & Providers

    42 categories · 47 articles

  • Working with models

    Calling them, asking well, and getting output your code can rely on.

    APIs & SDKs · Prompt Engineering

    17 categories · 19 articles

  • Retrieval and knowledge

    Grounding a model in your own data: embeddings, search, chunking, RAG.

    Embeddings · Vector Databases · RAG

    37 categories · 44 articles

  • Agents and tools

    Loops that call tools, the protocol that exposes them, and what to keep in context.

    AI Agents · Model Context Protocol · Context Engineering

    36 categories · 43 articles

  • Multimodal applications

    Images, audio, voice and documents, as input and as output.

    Multimodal AI

    14 categories · 14 articles

  • Production AI

    Everything between a demo that works and a feature you can leave running.

    Evaluation · Observability · Safety & Ethics · Development Tools

    32 categories · 38 articles