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-improve-llms-with-tools-69cc68c804ed?sk=3ffd8308ce4905617b136a02cfa8dd83
💻 Code: https://github.com/ShawhinT/YouTube-Blog/tree/main/agents/1-tool_use

References
[1] https://youtu.be/SEZ7j31u67A
[2] https://openai.github.io/openai-agents-python/agents/
[3] https://huggingface.co/learn/agents-course/en/unit1/tools
[4] https://github.com/openai/openai-agents-python/blob/main/examples/basic/stream_items.py

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

Homepage: https://www.shawhintalebi.com