Multi-Agent AI EXPLAINED: How Magentic-One Works

Sam Witteveen November 13, 2024
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Sam Witteveen

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HI my name is Sam Witteveen, I have worked with Deep Learning for 11 years and with Transformers and LLM for 5+ years. I was appointed a Google Developer Expert for Machine Learning in 2017 and I currently work on LLMs and and since earlier in 2023 on Autonomous Agents.

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In this video, I cover Magentic One and have a look at how this is Microsoft's attempt at building a generalist agent system that can do a variety of complex tasks using the same code and prompts. For more tutorials on using LLMs and building agents, check out my Patreon Patreon: https://www.patreon.com/SamWitteveen Twitter: https://twitter.com/Sam_Witteveen Magentic-One Paper: https://www.microsoft.com/en-us/research/uploads/prod/2024/11/MagenticOne.pdf Blog: https://www.microsoft.com/en-us/research/articles/magentic-one-a-generalist-multi-agent-system-for-solving-complex-tasks/ GitHub: https://github.com/microsoft/autogen/tree/main/python/packages/autogen-magentic-one 🕵️ Interested in building LLM Agents? Fill out the form below Building LLM Agents Form: https://drp.li/dIMes ⏱️Time Stamps: 00:00 Intro 00:37 Other Agent Frameworks 2:04 Microsoft Blog: Magentic-One A Generalist Multi-Agent System 02:45 Magentic-One Architecture 08:01 Magentic-One Demo 11:36 Magentic-One Paper 11:59 AutoGenBench 13:28 Magentic-One GitHub

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