LLM Workflows: From Automation to AI Agents (with Python)

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🤝 Want your team maximizing Claude? I run 1:1 and team AI workshops for companies doing $1M+ per year: https://aibuilder.academy/yt/Nm_mmRTpWLg

This is the 3rd video in a series on AI agents. Here, I discuss how to design agentic workflows and share a concrete example of implementing an artificial virtual assistant using OpenAI’s Agents SDK.

📰 Blog: https://medium.com/@shawhin/llm-workflows-from-automation-to-ai-agents-a62f96a0f89a?sk=3f767e0aa800dc28079e06b33c2eca5e
💻 Code: https://github.com/ShawhinT/YouTube-Blog/tree/main/agents/2-agentic-workflows
▶️ Series Playlist: https://www.youtube.com/playlist?list=PLz-ep5RbHosU02OKABBkbsQrYWmQfoZMH

References
[1] https://x.com/AndrewYNg/status/1801295202788983136?lang=en
[2] https://www.anthropic.com/engineering/building-effective-agents
[3] https://github.com/openai/openai-agents-python/tree/main/examples/agent_patterns
[4] https://karpathy.medium.com/software-2-0-a64152b37c35

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

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