In this video, I look at the latest agent framework launched from Hugging Face called small agents. We look at how it works, what you can do with it, and how to build some agents with it.
Colab: https://drp.li/FBIMG
Blog: https://huggingface.co/blog/smolagents
For more tutorials on using LLMs and building agents, check out my Patreon
Patreon: https://www.patreon.com/SamWitteveen
Twitter: https://twitter.com/Sam_Witteveen
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Building LLM Agents Form: https://drp.li/dIMes
👨💻Github:
https://github.com/samwit/llm-tutorials
⏱️Time Stamps:
00:00 Intro
00:25 Transformers Agent
00:47 smolagent Blog
01:29 Hugging Face Hub
02:28 PAL Paper
08:57 Executable Code Actions Paper
10:53 Demo Colab
12:08 Demo: Simple Agent
18:15 Demo: Propriety Models
22:03 Demo: Tool Calling Agents
22:37 Demo: Changing System Prompts
23:55 Demo: Agent Logs
25:02 Demo: Custom Tools