How to Improve LLMs with Tools (ft. OpenAI Agents SDK)
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This is the 2nd video in a series on AI agents. I discuss how LLMs can perform actions via tools and share a code example with OpenAI's Agents SDK.
📰 Blog: https://medium.com/@shawhin/how-to-im...
💻 Code: https://github.com/ShawhinT/YouTube-B...
▶️ Series Playlist: • AI Agents
References
[1] • Fine Tuning LLMs for Function Calling w/Pa...
[2] https://openai.github.io/openai-agent...
[3] https://huggingface.co/learn/agents-c...
[4] https://github.com/openai/openai-agen...
Intro - 0:00
Traditional Software vs Agents - 0:26
How does Tool-use Work? - 3:38
Way 1: Prompting - 7:35
Way 2: Fine-tuning - 11:06
Example: YouTube Video Agent - 12:15
Demo - 22:10
What's Next? - 23:38