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Day 0: https://youtu.be/IlWx7_klvoQ Day 1: https://youtu.be/sd5ttW_ts9c In Day 2 of my Agentic AI Workshop, I’ll break down three important concepts used in real-world AI agents: parallel execution, streaming, and human-in-the-loop. You’ll understand why these patterns matter and how LangGraph lets you build them into agent workflows. I’ve implemented each concept in code, including reducers for parallel execution, streaming state updates, interrupts, checkpoints, thread IDs, and resuming agent execution after human input. You’ll also see how these concepts can make AI agents more interactive and production-ready. If you're a software engineer, developer, or student learning Agentic AI and LangGraph, and you want to understand how real-world agents can run parallel tasks, stream progress, and involve humans in the execution loop, watch till the end and build along with me. CHAPTERS: 00:00 Intro 00:30 Redesigning Agent Workflows 02:25 Parallel Execution Concept in LangGraph 03:41 Streaming Outputs Concept 04:29 Human-in-the-Loop Concept 06:27 Jupyter Notebook Environment and LLM Setup 08:15 Parallel Execution Implementation in Code 13:05 Streaming Implementation in Code 18:53 Human-in-the-Loop Implementation in Code 26:07 Assignment 28:32 Future Topics 28:56 Outro Check out AlgoZenith: https://maang.in/ ----------------------------------------------- 😃 ABOUT ME I’m Vivek, an engineer, Ex-Googler, ICPC World Finalist turned educator, and founder of AlgoZenith. I’ve taught Data Structures, Algorithms, and Competitive Programming to over 3000+ students and worked with 10+ engineering colleges to bridge the gap between college learning and real-world tech careers. Through AlgoZenith, I help students crack top product-based companies and become industry-ready. On this channel, you’ll find videos on coding strategies, roadmaps, interview prep, problem-solving techniques, and everything you need to level up your software career. If that’s your thing, do subscribe and hit the bell icon so you don’t miss a thing 🙂 ----------------------------------------------- 📲 SOCIALS Instagram: https://www.instagram.com/vivekgupta.ai/ Twitter: https://x.com/vg19988 LinkedIn: https://www.linkedin.com/in/acraider/ Codechef (5 ⭐️): https://www.codechef.com/users/acraider Codeforces (Master, max. 2269): https://codeforces.com/profile/acraider ----------------------------------------------- 🏷️ TAGS Vivek Gupta,agentic ai,agentic ai full course,agentic ai tutorial,agentic ai course,agentic ai for beginners,learn agentic ai,ai agent,ai agents workshop,how to build ai agents,ai engineering,ai workshop,software engineer,full stack developer,ai course for beginners,artificial intelligence,langgraph agents,langgraph for beginners,langgraph tutorial,langgraph ai agents,langgraph human in the loop,hitl,streaming,langgraph parallel execution,ai agents ----------------------------------------------- #️⃣ HASHTAGS #ai #aiagents #agenticai #langgraph #softwareengineer

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