Generative AI
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Advanced

Tools, agents, MCP, memory, multi-agent systems and safety.

Lessons
8
Time
4 hours
Modules
3

Skills you will practise

  • Tool calling
  • Agents
  • Model Context Protocol
  • Context engineering
  • Multi-agent systems
  • Agent evaluation
  • Safety and guardrails
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You should know

These lessons are not in this path, but some lessons here build on them.

Modules in this path

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  1. Tools and agents3 lessons 1.5 hours
    1. Function and tool callingAdvanced 30 min
    2. Agentic patterns: ReAct, planning and memoryAdvanced 30 min
    3. Model Context Protocol and tool ecosystemsAdvanced 35 min
    About this module
  2. Context, memory and multi-agent systems3 lessons 1.5 hours
    1. Context engineering and memoryAdvanced 35 min
    2. Multi-agent systems: when to use them and what they costAdvanced 20 min
    3. Agent evaluation: state, trajectory, pass^k and release gatesAdvanced 25 min
    About this module
  3. Safety and guardrails2 lessons 50 min
    1. Guardrails, safety and prompt injectionAdvanced 25 min
    2. Limiting blast radius and treating output as untrustedAdvanced 25 min
    About this module