9 Agentic AI Concepts Every AI Engineer Must Know in 2026 🔥 | தமிழ்

Want to become a Data Analyst, Data Scientist, or GenAI Engineer? Service Enquiry Form: 🔗 For B2B Collaboration(zPROx.AI): https://connectwithus.zprox.ai/ 🔗 For AI Coaching Program(PROITBRIDGE):https://inductionform.proitbridge.com... --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Enroll in Tamil Nadu’s No.1 AI Community... Led by AI Coach John, created for the Tamil community to access course materials and stay updated with future AI developments. https://whatsapp.com/channel/0029Vb7q... --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 🔥 Want to become an AI Engineer in 2026? Understanding LLMs alone is no longer enough, you need to understand how AI agents actually work! 🤯 Agentic AI is transforming how we build intelligent applications. Instead of simply generating text, AI agents can use tools, plan tasks, interact with external systems, and execute multi-step workflows with varying levels of autonomy. But to build reliable, production-ready AI agents, you need to understand the core concepts behind them — not just the frameworks and tools. In this Tamil video, we'll break down 9 essential Agentic AI concepts every AI Engineer should know in 2026, with practical explanations and real-world applications. 🚀 In this video, you'll learn: • AI Agents — How agents differ from traditional LLM applications • Tool Calling — How agents interact with APIs, databases, and external tools • Planning & Reasoning — How agents break complex tasks into smaller steps • Memory Management — How agents retain and retrieve useful information • RAG (Retrieval-Augmented Generation) — How agents access external knowledge • Multi-Agent Systems — How multiple agents collaborate on complex tasks • Agentic Workflows — How to design multi-step AI automation • MCP (Model Context Protocol) — How AI applications connect to external tools and data • Evaluation & Guardrails — How to test agent performance, control risks, and improve reliability Timestamp : 00:00 Intro 02:00 The Question 03:53 The 9 Parts 05:28 The Same Question 06:08 Memory&State 09:59 The RAG 13:33 The Harness 17:34 Recap 19:06 MCP 24:36 the Skills 28:29 the Answer 33:18 test 02 34:38 The orchestrator 39:11 The A2A 43:09 Multi Agent 45:45 Takeaway 46:55 Test Begins 48:12 Result -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 📢 Don't forget to Like 👍, Comment 💬 & Subscribe 🔔 for more career insights! 📤 Share this podcast with friends and colleagues who want to break into the world of data science and succeed in the future job market. Agentic AI Tamil Agentic AI Concepts Tamil 9 Agentic AI Concepts Agentic AI 2026 Agentic AI Explained Tamil AI Agents Tamil AI Agents Explained Tamil AI Agent Concepts AI Agent Architecture Tamil AI Engineering Tamil AI Engineering 2026 AI Engineer Skills 2026 AI Engineer Roadmap 2026 AI Engineer Roadmap Tamil Essential AI Engineer Skills Agentic AI Engineer Tamil LLM Engineering Tamil LLM Agents Tamil Generative AI Tamil GenAI Tamil Tool Calling Tamil Function Calling Tamil AI Agent Memory Tamil AI Memory Explained Tamil RAG Tamil RAG Explained Tamil MCP Tamil Model Context Protocol Tamil Multi Agent Systems Tamil Multi Agent AI Tamil AI Agent Planning Tamil AI Reasoning Tamil Task Decomposition AI Context Engineering Tamil Agentic Workflow Tamil AI Workflow Orchestration AI Agent Evaluation Tamil LLM Evaluation Tamil AI Guardrails Tamil AI Observability Tamil Production AI Tamil Build AI Agents Tamil AI Agent Development Tamil AI Agent Projects Tamil AI Automation Tamil AI Automation 2026 LLM Architecture Tamil AI System Design Tamil AI Concepts Tamil AI Tutorial Tamil Future of AI Agents AI Career 2026 Tamil AI Skills 2026 Tamil AI Engineer Tamil AI Technology Tamil