An Introduction to AI Agents (for 2025)



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This is the 1st video in a series on AI agents. Here, I discuss the essential features of agents and share examples at 3 levels of agency.

📰 Blog: https://medium.com/data-science-collective/ai-agents-explained-at-3-levels-of-agency-421f01a25680?sk=c757a8fd90ebc7488d38f1cf49738451

References
[1] https://openai.github.io/openai-agents-python/agents/
[2] https://huggingface.co/docs/transformers/en/agents
[3] https://www.anthropic.com/engineering/building-effective-agents
[4] https://www.imdb.com/title/tt1308667/mediaviewer/rm1484078081/

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

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