This unscripted video shares everything I’ve learned over 16 months of building AI Systems, Automations, and Agents for my agency and AI startup. I tried to cut out all the BS and get straight to the point. Whether you're building for yourself or clients, these ideas will help you create better solutions and understand the future of Agentic Systems. There's a lot of gulping, a lot of pauses and a lot of "OK's" and "Right's" that you will hear. So make sure you have the capacity to tolerate all of that whilst I am explaining some concepts :)
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*⏱ Time Stamps:*
[0:00] Intro
[2:41] Back to the Basics: What Exactly is an LLM?
[6:02] How LangChain Enabled the New Wave of AI Applications
[6:56] LangChain’s Place in Abstraction Layers
[10:09] LangChain Basics
[13:05] What is an AI Agent?
[16:42] Understanding RAG Systems
[21:12] Multi-Agentic Systems
[28:15] AI Agents vs. AI Automations
[31:18] Building Your First Agent
[33:32] Demo: Airbnb Agent on n8n
[43:46] Enterprise Adoption of Agents
[45:16] Tips for Building AI Systems
[59:06] Why Agents are the Future
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