AI Agents

CS Master's course, aivancity, 2025

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

Cloud Computing

CS Master's course, Université Lumière, Lyon 2, Computer Science Department, 2024

Introduction to Cloud Computing using Azure.