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In this video we are going to look into Multi-agent systems. We will start with why we need. multi-agent systems in today's world. We will motivate with the limitations of single agent systems and cases where they file. We will then look into the types of multi-agent systems, their structures. We will end the video with a hands-on coding of a Hierarchical Multi-agent system in LangGraph which is a fast growing framework to implement agentic systems. Hope its useful! ⌚️ ⌚️ ⌚️ TIMESTAMPS ⌚️ ⌚️ ⌚️ 0:00 - Intro 0:37 - Problem with single agent systems 2:20 - Types of multi-agent systems 3:42 - Multi-agent collab structure 6:36 - Overview of hands-on exercise 8:00 - Hands-on coding 51:50 - Extro AI BITES KEY LINKS Website: https://www.ai-bites.net YouTube: https://www.youtube.com/@AIBites Twitter: https://twitter.com/ai_bites Patreon: https://www.patreon.com/ai_bites Github: https://github.com/ai-bites