LLM Workflows: From Automation to AI Agents (with Python)
๐ค Work with me: https://aibuilder.academy/yt/Nm_mmRTpWLg
๐ Ship AI apps in weeks, not months: https://aibuilder.academy/courses/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.
๐ฐ Blog: https://medium.com/@shawhin/llm-workflows-from-automation-to-ai-agents-a62f96a0f89a?sk=3f767e0aa800dc28079e06b33c2eca5e
๐ป Code: https://github.com/ShawhinT/YouTube-Blog/tree/main/agents/2-agentic-workflows
โถ๏ธ 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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