Complete Agentic AI Crash Course For Beginners in 2026

Check out my website: https://aiwithhassan.com Get started with Agentspan by Orkes: https://agentspan.ai/ Orkes: https://orkes.io/ 🌐 Website:https://aiwithhassan.com πŸ“ GitHub: https://github.com/AIwithhassan/agentic-ai-crash-course 🀡 LinkedIn: https://www.linkedin.com/in/m-hassan-mahmood/ 🎁 Google Form for Giveaway: https://forms.gle/KwJSRCFfdS6m2cDfA πŸš€ Complete Agentic AI Crash Course 2026 | Build AI Agents with LangChain, LangGraph, AgentSpan, RAG, MCP & Multi-Agent Systems This is a complete Agentic AI crash course where you'll learn everything you need to become an AI Engineer in 2026. Starting from the fundamentals of Large Language Models (LLMs) and Generative AI, we'll gradually move into Agentic AI, AI Agents, RAG, MCP, Multi-Agent Systems, Memory, Vector Databases, AI Architectures, and production-ready AI applications. Unlike theory-only courses, this tutorial includes hands-on implementations using LangChain, LangGraph, AgentSpan, CrewAI, LlamaIndex, OpenAI Agents SDK, MCP, ChromaDB, Qdrant, Pinecone, Hugging Face, Streamlit, FastAPI, and modern AI engineering best practices. Whether you're preparing for AI Engineering interviews, building portfolio projects, starting an AI automation agency, or becoming a professional AI developer, this course gives you the complete roadmap. ━━━━━━━━━━━━━━━━━━━━━━ πŸš€ WHAT YOU'LL LEARN βœ… What is Generative AI βœ… How Large Language Models (LLMs) work βœ… Transformer Architecture explained βœ… Tokens, Context Windows & Embeddings βœ… Prompt Engineering βœ… Function Calling & Tool Use βœ… What are AI Agents βœ… Agentic AI Fundamentals βœ… AI Agent Lifecycle βœ… The ReAct Framework βœ… Chain of Thought Reasoning βœ… Planning Agents βœ… Reflection & Self-Improving Agents βœ… AI Memory Systems βœ… RAG (Retrieval-Augmented Generation) βœ… Vector Databases βœ… Embeddings Explained βœ… Semantic Search βœ… Model Context Protocol (MCP) βœ… Multi-Agent Systems βœ… AI Agent Architectures βœ… LangChain Crash Course βœ… LangGraph Crash Course βœ… AgentSpan Framework Tutorial βœ… CrewAI Tutorial βœ… LlamaIndex Tutorial βœ… OpenAI Agents SDK βœ… Guardrails βœ… AI Agent Evaluation βœ… AI Workflows βœ… AI Automation βœ… AI Engineering Best Practices βœ… Build Production-Ready AI Applications ━━━━━━━━━━━━━━━━━━━━━━ 🎯 WHO IS THIS COURSE FOR? β†’ AI Engineers β†’ Software Engineers β†’ Machine Learning Engineers β†’ Python Developers β†’ AI Researchers β†’ Students β†’ Beginners learning AI β†’ AI Automation Builders β†’ Startup Founders β†’ Freelancers β†’ AI Consultants β†’ Anyone who wants to build AI Agents ━━━━━━━━━━━━━━━━━━━━━━ πŸ’‘ TECHNOLOGIES COVERED β€’ LangChain β€’ LangGraph β€’ AgentSpan β€’ CrewAI β€’ LlamaIndex β€’ OpenAI Agents SDK β€’ OpenAI β€’ Anthropic Claude β€’ Google Gemini β€’ Qwen β€’ Hugging Face β€’ ChromaDB β€’ Pinecone β€’ Weaviate β€’ Qdrant β€’ FAISS β€’ FastAPI β€’ Streamlit β€’ Python β€’ MCP (Model Context Protocol) β€’ RAG β€’ Multi-Agent Systems β€’ AI Agents ━━━━━━━━━━━━━━━━━━━━━━ πŸ“Œ HIGH SEARCH VOLUME TOPICS COVERED β€’ Agentic AI β€’ AI Agents β€’ AI Agent Tutorial β€’ Complete Agentic AI Course β€’ AI Agents for Beginners β€’ LangChain Tutorial β€’ LangGraph Tutorial β€’ AgentSpan Tutorial β€’ CrewAI Tutorial β€’ LlamaIndex Tutorial β€’ OpenAI Agents SDK β€’ RAG Tutorial β€’ MCP Tutorial β€’ Model Context Protocol β€’ Vector Database Tutorial β€’ ChromaDB β€’ Pinecone β€’ Qdrant β€’ AI Memory β€’ AI Agent Frameworks β€’ Multi-Agent Systems β€’ AI Automation β€’ AI Engineering β€’ AI Projects β€’ AI Portfolio Projects β€’ Build AI Agents β€’ Generative AI β€’ LLM Tutorial β€’ AI Engineering Roadmap ━━━━━━━━━━━━━━━━━━━━━━ ⏱️ TIMESTAMPS Introduction - 0:00 API Call - 00:58 Basic Setup - 3:30 Basic API call - 4:09 Create First AI Agent - 10:00 Agentic Memory - 16:11 Tools - 18:38 Pydantic Output - 31:28 Guardrails - 36:01 Human In The Loop - 43:58 Multi Agent Systems - 53:50 ━━━━━━━━━━━━━━━━━━━━━━ ⚠️ AI World Disclaimer ⚠️ For "AI with Hassan" Tutorial Videos The AI landscape evolves at lightning speed! πŸ”₯ While I strive to keep content accurate: Model versions/pricing may change post-recording APIs/tools shown might be deprecated/updated Platform interfaces can be redesigned πŸ—“οΈ Always check video description for recording date πŸ’‘ If something breaks: Check official documentation If you're serious about becoming an AI Engineer, building AI Agents, creating AI SaaS products, AI automations, or landing AI jobs, this crash course provides one of the most complete roadmaps available. You'll learn the concepts, frameworks, and practical skills needed to build production-ready AI applications in 2026. #AgenticAI #AIAgents #LangChain #LangGraph #AgentSpan #CrewAI #LlamaIndex #RAG #MCP #OpenAI #GenerativeAI #LLM #MultiAgent #AIAutomation #AIEngineer #Python #ArtificialIntelligence #AIProjects #AIwithHassan