Mastering Small Agents: Proprietary and Open Models, Multi-Agent Systems
In this deep dive into HuggingFace's small agents library, we explore how to use proprietary and open-weight models, and build multi-agent systems. Discover the simplicity of this thousand-line code library, understand the concept of code agents, and learn to create custom tools. Perfect for developers looking to enhance their agents' precision and capabilities. Watch now for a crash course in small agents!
LINKS:
github.com/huggingface/smolagents
Notebooks:tinyurl.com/2ecb7ked
Anthropic Blog: www.anthropic.com/research/building-effective-agen…
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00:00 Introduction and Recap
01:15 Understanding When to Use Agents
03:54 Exploring Small Agents Library
05:24 Setting Up and Installing Dependencies
05:53 Using Code Agents and Tools
11:56 Custom Tools and System Prompts
18:22 Building Multi-Agent Systems
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