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LLM Workflows: From Automation to AI Agents with Python

Shaw Talebi via YouTube

Overview

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This 29-minute tutorial explores the progression from basic automation to sophisticated AI agents using Python. Learn how to design effective agentic workflows with a practical demonstration of building an artificial virtual assistant using OpenAI's Agents SDK. The video covers fundamental concepts of workflows, LLM-specific workflow considerations, design patterns for agent implementation, limitations of LLMs, and includes a complete walkthrough with code demonstration. Follow along with the comprehensive resources provided, including blog posts and GitHub code repositories. Perfect for developers looking to implement practical AI agent solutions with a structured approach that balances automation with human oversight.

Syllabus

Intro - 0:00
Workflows - 0:25
LLM Workflows - 2:57
Design Patterns - 5:14
LLMs Aren't a Cure-all - 8:06
Example: Artificial Virutal Assistant - 13:12
Demo - 24:41

Taught by

Shaw Talebi

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