The course focuses on the design, development, validation, and operation of agents built on Microsoft 365 Agents SDK and Copilot Extensions. Emphasis on multi-channel deployment (Copilot, Teams, web), activity processing, action handlers, [...]
  • SPO_COPILOT
  • Duration 5 days
  • 50 ITK points
  • 4 terms
  • ČR (27 900 Kč)

    SR (1 250 €)

  • Intermediate

The course focuses on the design, development, validation, and operation of agents built on Microsoft 365 Agents SDK and Copilot Extensions. Emphasis on multi-channel deployment (Copilot, Teams, web), activity processing, action handlers, secure data anchoring (SharePoint/Graph), Responsible AI, evaluation telemetry, and lifecycle using Microsoft 365 Agents Toolkit and Agents Playground.

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  • Solution architects and AI engineers
  • Microsoft 365 developers extending Copilot
  • Technology consultants designing enterprise AI integrations
  • Platform engineers enabling secure AI adoption
  • C# basics at the level of the GOC2125 course
  • JavaScript basics at the JS_PROG1 course level
  • TypeScript basics at the JS_TS1 course level
  • Knowledge of REST & JSON
  • Azure & Microsoft 365 basics
  • Previous work with Microsoft Graph (optional/advantageous)
  • Experience with prompt engineering (optional/advantageous)
  1. Copilot architecture & Agents SDK overview (2 hours)
  • Extension options: Agents SDK, plugins, Graph connectors, actions
  • Azure Bot Service channels and adapters; activities and "turns"
  1. Microsoft 365 Agents Toolkit & Playground (2.5 hours)
  • Templates for Visual Studio/VS Code, scaffolding, local Agents Playground
  • Supported languages (C#, JS/Node, Python) and prerequisites
  1. Responsible AI & governance (2.5 hours)
  • Guardrails, safety filters, content moderation
  • Privacy, compliance & traceability
  1. Corporate ingestion strategy (2.5 hours)
  • Principles of SharePoint/OneDrive content indexing
  • Graph connectors & metadata enrichment
  1. Vectorization & RAG design (2.5 hours)
  • Chunking, embeddings, hybrid semantic ranking
  • Latency vs. relevance trade-offs
  1. Prompt & system orchestration (2.5 hours)
  • System vs. user vs. tool messages
  • Few-shot, prompt chaining, evaluation heuristics
  1. Application agent, manifest & API surface (2.5 hours)
  • AgentApplication/AgentApplicationOptions basics; endpoint mapping
  • Manifest, capability declarations, versioning
  1. Action handlers & integration with Microsoft Graph (2.5 hours)
  • Action routing
  • Parameter validation
  • Permission boundaries
  1. Middleware & enforcement policies (2.5 hours)
  • Pre/post processing, editing, output filtering
  • Hallucination mitigation patterns
  1. Event-driven orchestration (2.5 hours)
  • Azure Functions vs Logic Apps vs Durable orchestrations
  • Model and tool call chaining
  1. Evaluation & quality (2.5 hours)
  • Qualitative vs quantitative metrics, human-in-the-loop
  • Golden set & regression tests
  1. Performance, costs & scaling (2.5 hours)
  • Token economy, cache layers, retrieval optimization
  • Resilience and timeout patterns
  1. Security & risk management (2.5 hours)
  • Exfiltration prevention, scope minimization
  • Output sanitization and watermarking (where appropriate)
  1. Deployment & lifecycle management (2.5 hours)
  • Propagation between environments, versioning, rollback
  • Model exchange governance & deprecation planning
  1. Capstone architecture & roadmap (2–2.5 hours)
  • Presentation of end-to-end solution with Agents SDK + RAG
  • KPI review & evaluation matrix
  • Next steps: AI-102, AZ-204, multi-agent patterns
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