smolagents HuggingFace: Agent Lightweight Code-First

«smolagents HuggingFace: Agent Lightweight Code-First» è un corso online di Agenti AI e framework di livello principiante, tenuto da InsightLearn Curated AI su InsightLearn. Il percorso comprende 9 lezioni organizzate in 3 sezioni, per una durata complessiva di 5h 0m. smolagents di HuggingFace: agent minimalisti che generano codice Python invece di JSON. Più potenti, meno overhead, con sandbox sicuro.

Descrizione del corso

InsightLearn è in fase di sviluppo (work in progress): i contenuti di questa pagina sono pubblicati esclusivamente a fini di verifica e test.

smolagents di HuggingFace: agent minimalisti che generano codice Python invece di JSON. Più potenti, meno overhead, con sandbox sicuro.

Cosa imparerai

  • Curated from public resources. smolagents di HuggingFace: agent minimalisti che generano codice Python invece di JSON. Più potenti, meno overhead, con sandbox sicuro.

Programma del corso

  1. Perché code, non JSON (10 min)
  2. CodeAgent quickstart (10 min)
  3. ToolCallingAgent fallback (10 min)
  4. Local Python sandbox (10 min)
  5. E2B cloud sandbox (10 min)
  6. Docker sandbox custom (10 min)
  7. Data analysis agent (10 min)
  8. Web research multi-step (10 min)
  9. Hub tool sharing (10 min)

Dalle lezioni

Estratto della trascrizione di «Perché code, non JSON»

Welcome back to everyone, today this big request was not in line with what I wanted to do in the playlist, but I was asked, let's bring Jason So, what is Jason? Jason is exactly for JavaScript Object Notation It is a light format to save and transport data, it is used to exchange data between server and web pages It is very simple to use, it is widely used, pay attention here on the screen that I have already written a little bit, the syntax. So, the data in JSON, if you remember, is very similar to JavaScript objects. Ok, so let's talk, the database data are shown as copies and value keys, that is, key value pairs. Ok,…

Estratto della trascrizione di «CodeAgent quickstart»

In this video, I'll show you how to make your clod code 10 times better in just a few minutes with some relatively simple changes. Now let's get onto the computer and let me show you exactly how this works. Now the first thing that I suggest whenever you're using clod code is to use it from the terminal or from an extension inside of a popular editor like cursor, vs code, windsurf, anti-gravity, it doesn't really matter. The point is that it's always easier to be able to see the files that clod codes actually generating. So just by understanding what it's creating, the directory structure, you're going to have a much better experience. So in my case, what…

Estratto della trascrizione di «ToolCallingAgent fallback»

So what is tool calling? Tool calling is a powerful technique where you make the LLM context aware of real-time data, such as databases or APIs. Typically, you use tool calling via a chat interface. So you would have your client application in one hand and then the LLM on the other side. For your client application, you would send a set of messages together with a tool definition to the LLM. So you would have your... messages here, together with your list of tools. The LLM will look at both your message and the list of tools and it's going to recommend a tool you should call. From your client application you should call this tool and then supply…

Altri corsi di Agenti AI e framework

Tutti i corsi di Agenti AI e framework

Domande frequenti

Quanto dura il corso smolagents HuggingFace: Agent Lightweight Code-First?

Il corso dura 5h 0m in totale, con 9 lezioni suddivise in 3 sezioni, da seguire online al proprio ritmo.

Serve esperienza pregressa?

Il corso è di livello principiante e non indica requisiti specifici di ingresso.

Il corso rilascia un certificato?

Sì: al completamento del corso ricevi un certificato di completamento verificabile online.