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Example showing document (PDF) processing with the Interactions API. Supports documents from URLs, local files, and raw bytes.
document_processing.py
"""
Gemini Interactions - Document Processing
==========================================

Example showing document (PDF) processing with the Interactions API.
Supports documents from URLs, local files, and raw bytes.
"""

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

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

agent = Agent(
    model=GeminiInteractions(id="gemini-3.5-flash"),
    markdown=True,
)

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------
if __name__ == "__main__":
    # --- Document from URL ---
    agent.print_response(
        "Summarize this document.",
        files=[
            File(
                url="https://arxiv.org/pdf/1706.03762",
                mime_type="application/pdf",
            )
        ],
    )

​
Run the Example

1

Set up your virtual environment

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

uv venv --python 3.12
.venv\Scripts\activate
2

Install dependencies

uv pip install -U agno google-genai
3

Export your Google API key

export GOOGLE_API_KEY="your_google_api_key_here"

$Env:GOOGLE_API_KEY="your_google_api_key_here"
4

Run the example

Save the code above as document_processing.py, then run:
python document_processing.py
Full source: cookbook/90_models/google/gemini_interactions/document_processing.py