Hugging Face Agents Course

Unit 1. Introduction to Agents

I think as a rule of thumb, when using LLMs, you should just be grateful that it is able to understand LANGUAGE and nothing more.

You should not ask it the weather, nor should you ask it to play chess against you, because it does not know how to do those things – instead those activities (arithmetic, weather checking, chess-playing) should be delegated to TOOL CALLS!

Thought

Action

Observation

Certificate

Unit 2. Frameworks for AI Agents

FrameworkDescription
smolagentsAgents framework developed by Hugging Face.
Llama-IndexEnd-to-end tooling to ship a context-augmented AI agent to production
LangGraphAgents allowing stateful orchestration of agents

Unit 2.1 The Smolagents framework

Unit 2.2 The llamaindex framework

Unit 2.3 The Langgraph Framework

Unit 3. Use case for Agentic RAG