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Building Agentic LLM Workflows with AutoGen

Building Agentic LLM Workflows with AutoGen

This is the deck I have presented at Intel AI Dev Summit 2025.

Daron Yondem

February 24, 2025
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  1. Building Agentic LLM Workflows with AutoGen Daron Yöndem Tech Lead

    for Application Innovation Microsoft http://daron.me @daronyondem
  2. Welcome! • Why Agentic Systems Matter? • AutoGen: An Open

    Source Multi Agent Framework that can operate agents autonomously or collaborate with humans. • AG2 – Fork of AutoGen 0.2 • Microsoft AutoGen 0.4
  3. AutoGen Architecture • A unified conversation framework for multi-agent interactions

    • Assistant Agents + User Proxy Agents • As simple as it sounds.
  4. Categories of Design Patterns for Agents • Reflection • Tool

    Use • Planning • Multi-agent collaboration
  5. From Single to Multi-Agent • Easy Agent Orchestration • State

    and Memory • Tool Integration • Error Handling & Control
  6. Advanced AutoGen Workflows • Extending Agent Abilities (Skills/Tools) • Incorporating

    Multiple Models • Custom Prompts & Behaviors • Memory and Context
  7. Further Learning AutoGen Discord - https://aka.ms/autogen-discord Magentic One • MultimodalWebSurfer,

    FileSurfer, and MagenticOneCoderAgent - https://aka.ms/magentic-one Code Samples used in this session • https://drn.fyi/codesamples