Roam

2026-01-27
Original implementation credits go to Hugo Cisneros

Here lie bottom-up (not top-down) notes.

Hugging Face Agents Course

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

Agentic AI

I am trying to decode the agentic AI frameworks:

(Burtenshaw, Ben and Thomas, Joffrey and Simonini, Thomas and Paniego, Sergio, 2025)

LlamaIndex

LangGraph

LangChain

Crew AI

Pydantic AI

smolagents