Google PDF Input URL

Summarize a PDF from a URL and ask follow-ups using InMemoryDb chat history.

pdf_input_url.py

"""
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-3.5-flash"),
    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

1. Set up your virtual environment

   Mac

   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

   Mac/Linux

   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 pdf_input_url.py, then run:

   python pdf_input_url.py
   

Full source: cookbook/90_models/google/gemini/pdf_input_url.py