Agentic AI Architecture Explained 2027 | How AI Agents Actually Works? | Simplilearn
🔥Microsoft Applied Agentic AI: Systems Design & Impact - https://www.simplilearn.com/agentic-ai-course-training?utm_campaign=IwFH1LqpWxY&utm_medium=DescriptionFF&utm_source=Youtube 🔥AI Accelerator Program - From Prompts to Agentic Workflows - https://www.simplilearn.com/ai-accelerator-program?utm_campaign=IwFH1LqpWxY&utm_medium=DescriptionFF&utm_source=Youtube 🔥Microsoft Applied Generative AI and Agentic AI Specialization - https://www.simplilearn.com/microsoft-applied-ai-course?utm_campaign=IwFH1LqpWxY&utm_medium=DescriptionFF&utm_source=Youtube 🔥Virginia Tech Applied Agentic AI: Systems Design & Impact - https://www.simplilearn.com/vt-applied-agentic-ai-course?utm_campaign=IwFH1LqpWxY&utm_medium=DescriptionFF&utm_source=Youtube 🔥Michigan Engineering Generative AI Applications for Leaders - https://www.simplilearn.com/generative-ai-for-business-transformation?utm_campaign=IwFH1LqpWxY&utm_medium=DescriptionFF&utm_source=Youtube This video on Agentic AI Architecture Explained by Simplilearn provides a beginner-friendly guide to understanding how AI agents work and how enterprise agentic AI systems are built. Learn the differences between generative AI, AI chatbots, AI agents, and autonomous AI workflows. Explore the complete agentic AI architecture, including API layers, orchestration, multi-agent systems, tools, memory, and databases. 00:00:00 Introduction to Agentic AI Architecture 00:01:23 Agenda 00:01:57 Quiz Question: Chatbot vs AI Agent 00:02:50 Generative AI vs AI Agents vs Agentic AI 00:03:25 AI Workflows vs Autonomous Agents 00:04:29 Enterprise Agentic AI Architecture 00:06:18 Agentic AI Execution Loop: Perceive, Think, Act, Observe 00:07:47 Multi-Agent Orchestration with LangGraph 00:09:13 AI Agent Memory and Data Architecture 00:10:45 AI Agent Security, Governance, and Evaluation 00:12:11 Five Common Agentic AI Architecture Mistakes 00:13:25 Enterprise Agentic AI Use Case: HR Onboarding 00:14:58 Hands-On Agentic AI Project Using Python 00:15:25 Installing Ollama and Llama 3.2 00:16:20 Setting Up the Python Environment 00:17:10 Installing LangGraph, FastAPI, and Dependencies 00:17:59 Creating the Agent Project Files 00:19:15 Building the AI Agent with Python 00:21:01 Defining Mock Data and Agent Tools 00:25:10 Managing Agent State and Planning 00:28:46 Validating Plans and Implementing Human Approval 00:30:33 Executing Tools and Connecting the LangGraph Workflow 00:31:25 Building the FastAPI Backend 00:34:31 Running the Agentic AI Application 00:35:09 Testing the Agent with FastAPI Swagger UI 00:36:08 Testing Onboarding and Approvals Using cURL 00:37:27 Project Results and Production Considerations 00:38:12 Agentic AI Architecture Recap 00:39:04 Outro ✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH ⏩ Check out More AI Videos By Simplilearn: https://youtube.com/playlist?list=PLEiEAq2VkUULyr_ftxpHB6DumOq1Zz2hq ➡️ About Applied Agentic AI: Systems, Design & Impact #agenticaiexplained #agenticaiarchitecture #aiagentarchitectureexplained #aiexplained #aiarchitecture #agenticai #agenticarchitecture #aiagentexplained #aiagentsexplained #aiexplainedinhindi #aiagentic #whatisagenticai #aiagentarchitecture #agenticragarchitecture #agentic #aiarchitecturepatterns #agenticaicareer #agenticaitutorial #agenticaitutroials #agenticaiprojects #agenticaiinhindi #aivsagenticai #agenticaicourse #agenticaibasics #agenticaitools #howtolearnagenticai #learnagenticai Key Features ✅ Master agentic AI systems, planning frameworks, multi-agent ecosystems, and product strategy in a 10-week, practitioner-level program ✅ Stay ahead of emerging AI trends through Simplilearn's AI Impact Studio and build the skills to identify AI opportunities, automate workflows, and build intelligent AI solutions ✅ Develop expertise in agentic frameworks, multi-agent systems, RAG, MCP, planning systems, workflow automation, and more ✅ Work tools and frameworks like LangChain, AutoGen, CrewAI, n8n, Lovable