Hugging Face Tool Use

tool_use.py

"""
Huggingface Tool Use
====================

Cookbook example for `huggingface/tool_use.py`.
"""

from agno.agent import Agent
from agno.models.huggingface import HuggingFace
from agno.tools.websearch import WebSearchTools

# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------

agent = Agent(
    model=HuggingFace(id="openai/gpt-oss-120b"),
    tools=[WebSearchTools()],
    markdown=True,
)

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    # --- Sync ---
    agent.print_response("What is the latest news on AI?")

    # --- Sync + Streaming ---
    agent.print_response("What is the latest news on AI?", stream=True)

Run the Example

Set up your virtual environment

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

uv venv --python 3.12
.venv\Scripts\activate

Install dependencies

uv pip install -U agno ddgs huggingface-hub

Export environment variables

export HF_TOKEN="your_hf_token_here"

$Env:HF_TOKEN="your_hf_token_here"

Run the example

Save the code above as tool_use.py, then run:

python tool_use.py

Full source: cookbook/90_models/huggingface/tool_use.py

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Hugging Face Tool Use

Run the Example

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