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Code

cookbook/11_models/huggingface/tool_use.py
"""Please install dependencies using:
uv pip install openai newspaper4k lxml_html_clean agno
"""

from agno.agent import Agent
from agno.models.huggingface import HuggingFace
from agno.tools.hackernews import HackerNewsTools

agent = Agent(
    model=HuggingFace(id="Qwen/Qwen2.5-Coder-32B-Instruct"),
    tools=[HackerNewsTools()],
    description="You are a senior NYT researcher writing an article on a topic.",
    instructions=[
        "For a given topic, search for the top 5 links.",
        "Then read each URL and extract the article text, if a URL isn't available, ignore it.",
        "Analyse and prepare an NYT worthy article based on the information.",
    ],
    markdown=True,
    add_datetime_to_context=True,
)
agent.print_response("Simulation theory")

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Usage

1

Set up your virtual environment

uv venv --python 3.12
source .venv/bin/activate
2

Set your API key

export HF_TOKEN=xxx
3

Install dependencies

uv pip install -U huggingface_hub agno
4

Run Agent

python cookbook/11_models/huggingface/tool_use.py