"""
Example: Analyze files from public HTTPS URLs.
The Gemini API now supports external HTTPS URLs (up to 100MB).
Pass public URLs directly without downloading first.
This works with:
- Public URLs (no authentication required)
- Pre-signed URLs from AWS S3
- SAS URLs from Azure Blob Storage
- Any accessible HTTPS URL
Supported formats: PDF, JSON, HTML, CSS, XML, images (PNG, JPEG, WebP, GIF)
Note: External URL support requires Gemini 3.x models (e.g., gemini-3-flash-preview).
Gemini 2.0 models do not support this feature.
"""
from agno.agent import Agent
from agno.media import File
from agno.models.google import Gemini
# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------
agent = Agent(
model=Gemini(id="gemini-3-flash-preview"),
markdown=True,
)
# Pass public URL directly - Gemini fetches the content
agent.print_response(
"Summarize this document.",
files=[
File(
url="https://agno-public.s3.amazonaws.com/recipes/ThaiRecipes.pdf",
mime_type="application/pdf",
)
],
)
# ---------------------------------------------------------------------------
# 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 external_url_input.py