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Large Language Models (LLMs)

How LLMs work, where they excel, and practical design patterns for production use.

📄️How LLMs Work

A practical entry point to the LLM module covering tokenization, context windows, generation loops, decoding, and production inference behavior.

📄️LLM Capabilities and Limitations

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📄️Small Language Models (SLMs)

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📄️Function Calling and Structured Output

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📄️Context Management for LLM Systems

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📄️Agentic Patterns — ReAct, Tool Loops, and Plan-and-Execute

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📄️LLM Evaluation and Observability

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📄️Role Play and Quiz — Core LLM Concepts

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