Introduction to AI Agents, specificaly to LLM agents.

Summary

In this course, students learned:

• Definition and use cases of an agent.
• How to build LLM Agents from scratch.
• Fine-tune an LLM to do function calling.
• Build agents smolagents library.
• Build an Agentic RAG with smolagents.
• Build MCP Agents with smolagents.
• Build an MCP GitHub Agent.

Slides

Slides here.

Assignements

You can find all the asignements on my github.

Additional Resources