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"""
Google Pdf Input Url
====================

Cookbook example for `google/gemini/pdf_input_url.py`.
"""

from agno.agent import Agent
from agno.db.in_memory import InMemoryDb
from agno.media import File
from agno.models.google import Gemini

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

agent = Agent(
    model=Gemini(id="gemini-3-flash-preview"),
    markdown=True,
    db=InMemoryDb(),
    add_history_to_context=True,
)

agent.print_response(
    "Summarize the contents of the attached file.",
    files=[File(url="https://agno-public.s3.amazonaws.com/recipes/ThaiRecipes.pdf")],
)

agent.print_response("Suggest me a recipe from the attached file.")

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------

if __name__ == "__main__":
    pass

​
Run the Example

# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/90_models/google/gemini

# Create and activate virtual environment
./scripts/demo_setup.sh
source .venvs/demo/bin/activate

python pdf_input_url.py