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3 entries

Keyword: autogen

  • Link:Anna Gutowska

    What Are AI Agents? Fundamentals, Architecture, and Workflows by IBM

    An IBM guide explains AI agents as autonomous systems that leverage LLMs to plan workflows, break down tasks, and execute tool calls. Unlike traditional language models limited to static training data, agentic systems dynamically retrieve data via APIs, external tools, or other agents, adapting through iterative reflection and feedback loops.

    From Video: Skills for Becoming an AI Engineer: RAG, Agents, and Deployment

    AI & LLMs· Resource

  • Link:Microsoft

    Microsoft AutoGen Framework

    AutoGen ist ein Open-Source-Framework von Microsoft, das die Entwicklung von LLM-basierten Anwendungen durch den Einsatz von Multi-Agenten-Systemen ermöglicht. Es erlaubt Entwicklern, komplexe Aufgaben durch die Orchestrierung mehrerer spezialisierter KI-Agenten effizient zu lösen.

    AI & LLMs

  • Video

    Video:Greg Isenberg

    Graph Engineering: Structuring Workflows for AI Agents

    Greg Isenberg breaks down graph engineering as the layer above prompt and context engineering. Rather than running complex tasks through a single chat prompt, work is structured into discrete jobs, parallel paths, independent checks, and human approvals. In addition to distinguishing knowledge graphs from agent graphs, he demonstrates practical workflow patterns and three implementation levels ranging from manual runs to tools like LangGraph and n8n.

    AI & LLMs· Talk

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