Tool calling agents example can't work?

[endolith]

https://huggingface.co/docs/smolagents/v1.11.0/guided_tour lists this example:

from smolagents import ToolCallingAgent

agent = ToolCallingAgent(tools=[], model=model)
agent.run("Could you get me the title of the page at url 'https://huggingface.co/blog'?")

but that can't work without any tools, right? Not sure what the tool-calling agent can do without tools, so probably the example should be changed to include some?

╭────────────────────────── New run ──────────────────────────╮
│                                                             │
│ Could you get me the title of the page at url               │
│ 'https://huggingface.co/blog'?                              │
│                                                             │
╰─ LiteLLMModel - openrouter/google/gemini-2.0-flash-001 ─────╯
━━━━━━━━━━━━━━━━━━━━━━━━━━━ Step 1 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━
╭─────────────────────────────────────────────────────────────╮
│ Calling tool: 'final_answer' with arguments: {'answer': 'I  │
│ am unable to directly access URLs and extract information   │
│ from them. Therefore, I cannot retrieve the title of the    │
│ page at the given URL. Apologies for not being able to      │
│ fulfill this request, as I lack the necessary tool for web  │
│ scraping or accessing external websites.'}                  │
╰─────────────────────────────────────────────────────────────╯
Final answer: I am unable to directly access URLs and extract
information from them. Therefore, I cannot retrieve the title
of the page at the given URL. Apologies for not being able to
fulfill this request, as I lack the necessary tool for web
scraping or accessing external websites.
[Step 1: Duration 12.92 seconds| Input tokens: 967 | Output
tokens: 57]