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An Introduction to AI Agents for 2025

Shaw Talebi via YouTube

Overview

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Explore the fundamentals of AI agents in this 24-minute introductory video that breaks down their essential features across three levels of agency. Learn why AI agents are important and how they function, starting with basic LLM + Tool Use combinations (Level 1), advancing to more complex LLM Workflows (Level 2), and culminating with sophisticated LLM in a Loop systems (Level 3). The video includes practical examples at each level and references to key resources from OpenAI, Hugging Face, and Anthropic. Perfect for understanding the building blocks of AI agents as we move into 2025, with timestamps provided for easy navigation through different sections.

Syllabus

Intro - 0:00
What are AI agents? - 0:18
Why Agents? - 3:37
Level 1: LLM + Tool Use - 7:20
Level 2: LLM Workflows - 11:29
Level 3: LLM in a Loop - 19:05
What's Next? - 22:52

Taught by

Shaw Talebi

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