🤖 Build AI Agents with smolagents | Full Course
🧰 Resources:
⭐ Enroll in free smolagents course: https://www.ai-in-a-shell.com/projects/ai-agents-smolagents
• 📝 PDF Slides: https://jmp.sh/s/1CkBN1S815dwy5hidTUR
• 💻 GitHub Repo: https://github.com/XamHans/smolagents-course
• ☕ Support: https://buymeacoffee.com/hayerhans
📚 What You'll Learn:
• 0:00 Theoretical concepts of AI agents, components, and architecture
• 5:40 Different workflow types and multi-agent collaboration patterns
• 12:50 Other libaries | Best practices building agents by anthropic
• 15:40 The benefits of the smolagents library and how to set up your environment
• 20:15 Building your first agent with smolagents and creating custom tools
• 26:24 CodeAgent vs Toolcalling Agent
• 32:25 Building Weather Agent with custom tool
• 41:26 Implementing a UI for your agent applications with GradioUI
• 44:22 Sharing tools and agents on Hugging Face Spaces
• 49:51 Creating a researcher multi-agent system
• 1:06:00 Advanced monitoring with OpenTelemetry and LangFuse
🔍 Course Structure:
This tutorial is divided into two main parts:
Part 1: Theoretical Foundations
• Understanding AI agents, their components, and architecture
• Exploring different workflow types
• Learning about multi-agent collaboration patterns
Part 2: Practical Implementation
• Setting up the smolagents environment
• Building your first agent and custom tools
• Creating UIs with GradioUI
• Sharing agents on Hugging Face Spaces
• Building a researcher multi-agent system
• Implementing monitoring with OpenTelemetry and LangFuse
#AIAgents #LLM #smolagents #MultiAgentSystem