document_processing.py
Run the Example
1
Set up your virtual environment
2
Install dependencies
3
Export your Google API key
4
Run the example
Save the code above as
document_processing.py, then run:Documentation Index
Fetch the complete documentation index at: /llms.txt
Use this file to discover all available pages before exploring further.
Example showing document (PDF) processing with the Interactions API.
"""
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",
)
],
)
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 google-genai
Export your Google API key
export GOOGLE_API_KEY="your_google_api_key_here"
$Env:GOOGLE_API_KEY="your_google_api_key_here"
Run the example
document_processing.py, then run:python document_processing.py
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