Skip to main content

​
Code

cookbook/11_models/google/gemini/external_url_input.py
"""External URL input with Gemini.

Pass files from public HTTPS URLs directly without downloading.
Supports files up to 100MB. Requires Gemini 3.x models.
"""

from agno.agent import Agent
from agno.media import File
from agno.models.google import Gemini

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

agent.print_response(
    "Summarize this document.",
    files=[
        File(
            url="https://agno-public.s3.amazonaws.com/recipes/ThaiRecipes.pdf",
            mime_type="application/pdf",
        )
    ],
)

​
Usage

1

Set up your virtual environment

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

Set your API key

export GOOGLE_API_KEY=xxx
3

Install dependencies

pip install -U google-genai agno
4

Run Agent

python cookbook/11_models/google/gemini/external_url_input.py