Module 5: Multi-Agent Workflows & Architectures | Agentic AI Masterclass #agenticai #ai #python

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Day 5: Multi-Agent Workflows & Architectures | Agentic AI Masterclass Welcome to Module 5 of the PurpleSkill Agentic AI Masterclass! 🟡 In today's advanced session, Trainer Vishwa moves beyond single agents to explore Multi-Agent Systems. You will learn the 7 critical workflow patterns used to orchestrate autonomous AI agents, from simple sequential chains to complex, self-correcting hierarchies. These patterns are the building blocks of modern systems like LangGraph, Copilot, and Azure AI Agents. 📌 What You Will Learn Today (7 Core Patterns): 🔹 1. Sequential Workflow Step-by-step execution logic (Chain of thought). Best for deterministic, linear pipelines. 🔹 2. Hierarchical Workflow (Manager-Worker) Parent–child agent delegation. How a "Manager" agent oversees specialized "Worker" agents. 🔹 3. Dynamic Decision Making Condition-based routing (If/Else logic for AI). Real-time task selection based on input complexity. 🔹 4. Parallel Processing Running multiple agents simultaneously (Map-Reduce). Speeding up execution by parallelizing independent tasks. 🔹 5. Dynamic Handoff Coordination between specialized agents. When and how one agent passes control to another. 🔹 6. Self-Correction Loops Agents evaluating their own output (Reflection). Reducing errors through iterative improvement. 🔹 7. Auction-Based Delegation Advanced market-based task assignment. Multiple agents "bidding" for a task based on confidence/capability. ⏱️ Timestamps 0:00 – Introduction to Multi-Agent Systems 2:15 – Pattern 1: Sequential Workflow (Linear Chains) 8:45 – Pattern 2: Hierarchical Workflow (Manager-Worker) 18:30 – Pattern 3: Dynamic Decision Routing 28:15 – Pattern 4: Parallel Processing (Map-Reduce) 36:40 – Pattern 5: Dynamic Handoffs 45:20 – Pattern 6: Self-Correction & Reflection 52:10 – Pattern 7: Auction-Based Delegation 58:00 – Summary & Next Steps Enterprise AI Architecture, Cloud Orchestration Patterns, Azure AI Solutions, System Design Interview, Scalable AI Systems, Microservices Patterns, Business Process Automation, AI Governance, Digital Transformation. Multi-agent systems explained, LangGraph tutorial, hierarchical AI agents, agentic design patterns, AI workflow automation, sequential vs parallel AI, autonomous agent architecture, Azure AI agents tutorial, how to build multi-agent systems, PurpleSkill 🔔𝐃𝐨𝐧'𝐭 𝐟𝐨𝐫𝐠𝐞𝐭 𝐭𝐨 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐭𝐨 𝐦𝐲 𝐜𝐡𝐚𝐧𝐧𝐞𝐥 𝐟𝐨𝐫 𝐦𝐨𝐫𝐞 𝐮𝐩𝐝𝐚𝐭𝐞𝐬. https://www.youtube.com/@Purpleskill/?sub_confirmation=1 🔗 Stay Connected With Me. Instagram: https://www.instagram.com/purpleskill_admin/ Twitter (X): https://x.com/PurpleSkillTech LinkedIn: https://www.linkedin.com/company/purpleskill/ 📩 For business inquiries: contact@purpleskill.com ============================= 🎬Suggested videos for you: ▶️ https://www.youtube.com/watch?v=x7NPlCt738M ▶️ https://www.youtube.com/watch?v=2ULtXVpmZyE ▶️ https://www.youtube.com/watch?v=d0N7MwW8ifQ ▶️ https://www.youtube.com/watch?v=od8SM0AIGpA ▶️ https://www.youtube.com/watch?v=4z2RIYxWaLs ▶️ https://www.youtube.com/watch?v=6J1NFs0PlkI ▶️ https://www.youtube.com/watch?v=nPV1eGxkUNY ▶️ https://www.youtube.com/watch?v=T_55GPmgrbE ▶️ https://www.youtube.com/watch?v=cTqjy--0gJU ▶️ https://www.youtube.com/watch?v=SOg1JasDZF0 ▶️ https://www.youtube.com/watch?v=jC0HBs6GUo0 ▶️ https://www.youtube.com/watch?v=Mkdor0DpaUg ▶️ https://www.youtube.com/watch?v=u3PqiS0KrBg ▶️ https://www.youtube.com/watch?v=Jd4ox_qeFDA ================================= ✅ About PurpleSkill. Welcome to PurpleSkil! On this channel, you'll find easy-to-understand tutorials and learning videos on AI, Cloud Computing, Python, Machine Learning, and more. I simplify complex tech concepts, making them accessible so you can build practical skills and advance your career. If you're new to tech or aiming to level up, you'll find everything you need to succeed, from programming to certifications and real-world projects. Start learning the skills that will help you grow in this fast-evolving field. For Business inquiries, please use the contact information below: 📩 Email: contact@purpleskill.com 🔔 Looking to level up your tech skills? Hit subscribe for expert tutorials on AI, Cloud, Python, Machine Learning, and more to help you grow in the tech world. https://www.youtube.com/@Purpleskill/?sub_confirmation=1 ================================= Hashtags Title