The Complete Agent Loop Cycle: What You Need to Build AI скачать в хорошем качестве

The Complete Agent Loop Cycle: What You Need to Build AI

Day 3: LangChain Components & Agent Loops | Agentic AI Masterclass Welcome to Day 3 of the PurpleSkill Agentic AI Masterclass! In today’s session, Trainer Vishwa guides you through the core architecture of Agentic AI: understanding the Agent Loop and mastering LangChain components. If you want to build AI agents that can think, act, and solve problems autonomously, this module is your essential foundation. 📌 What You Will Learn Today: 🔹 1. The Agent Loop Explained What is an Agent Loop? (Perception → Reasoning → Action → Evaluation) How loops enable autonomous AI decision-making. Real-world examples of multi-step agent workflows. 🔹 2. LangChain Fundamentals for Developers Why top developers use LangChain for Agentic systems. Improving LLM apps, RAG pipelines, and complex workflows. 🔹 3. LangChain Core Components (Deep Dive) We break down the full architecture with practical examples: LLMs & Prompt Templates: The brain and instructions. Chains & Agents: Structuring logic and autonomy. Tools & Memory: Giving your agent capabilities and context. Retrievers & Vector Stores: Connecting to custom data. 🔹 4. Building Your First Workflow Step-by-step process to build AI agents using LangChain: Define Task → Template → Model → Tools → AgentExecutor → Loop. ⏱️ Timestamps 0:00 – Introduction to Agentic AI 1:20 – What is an Agent Loop? (Perception-Action Cycle) 8:45 – LangChain Basics: Why use it? 15:10 – LangChain Core Components (LLMs, Agents, Tools) 35:20 – LangChain Workflow Breakdown 55:00 – Summary & Day 4 Preview This session prepares you for Day 4 & 5, where we will code live Agentic systems! Enterprise AI, Cloud Architecture, Python for Finance, Machine Learning Engineer, Azure AI Solutions, Software Development Training, AI Automation Tools, Business Intelligence, Digital Transformation, GPT-4o API LangChain tutorial, LangChain for beginners, what is LangChain, build AI agents, LangChain crash course, LangGraph tutorial, LangChain components, AI agent workflow, LangChain tools explained, Python AI tutorial 🔔𝐃𝐨𝐧'𝐭 𝐟𝐨𝐫𝐠𝐞𝐭 𝐭𝐨 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐭𝐨 𝐦𝐲 𝐜𝐡𝐚𝐧𝐧𝐞𝐥 𝐟𝐨𝐫 𝐦𝐨𝐫𝐞 𝐮𝐩𝐝𝐚𝐭𝐞𝐬.    / @purpleskill   🔗 Stay Connected With Me. Instagram:   / purpleskill_admin   Twitter (X): https://x.com/PurpleSkillTech LinkedIn:   / purpleskill   📩 For business inquiries: contact@purpleskill.com ============================= 🎬Suggested videos for you: ▶️    • Control Your Room: Master PowerPoint Live,...   ▶️    • Teaching in the Age of AI: How the MCT Rol...   ▶️    • Empowering Data-Driven Decisions with Micr...   ▶️    • AI Economics Explained: Optimize Cost of L...   ▶️    • How To Build Your First Copilot Agent With...   ▶️    • How to leverage Azure OpenAI and Cognitive...   ▶️    • Build Your Own AI Agent In Microsoft 365 |...   ▶️    • From Strategy to Execution   Optimizing Wo...   ▶️    • Automate Smarter with Power Automate and C...   ▶️    • Master Agentic RAG With Azure AI Search: F...   ▶️    • Deploy Intelligent AI Agents in Minutes, N...   ▶️    • Deploy Production-Ready AI Agents on Azure...   ▶️    • Managing Privileged Identities in the Clou...   ▶️    • Why Your Current AI Learning Approach Isn'...   ================================= ✅ 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.    / @purpleskill   ================================= LangChain tutorial, Agentic AI, AI Agents, LangChain components, Agent Loop, build AI agents, PurpleSkill, LangChain for developers, Python AI, LLM application development, LangGraph, Azure OpenAI, GPT-4o, RAG pipeline, AI automation, software engineering, tech education, LangChain tools, AI masterclass LangChain #AIAgents #AgenticAI #Python #PurpleSkill #ArtificialIntelligence #LLM #DevCommunity #TechTutorial #day3 Topics Covered: Agent loop explained, LangChain basics tutorial, build AI agents, LangChain core components, LangChain workflow step by step, how to create AI agents, Agentic AI Day 3, PurpleSkill masterclass, LangChain for beginners. Common Queries: LangChain basics, what is an agentic loop, LangChain vs LangGraph, Python AI agents, Azure OpenAI LangChain Module 3: LangChain Components & Agent Loops | Agentic AI Masterclass