Agent with PDF Input (URL)

Pass a PDF by URL to a Gemini agent with File(url=...).

Code

from agno.agent import Agent
from agno.db.in_memory import InMemoryDb
from agno.media import File
from agno.models.google import Gemini

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.")

Usage

Set up your virtual environment

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

Set your API key

export GOOGLE_API_KEY=xxx

Install dependencies

uv pip install -U google-genai agno

Run Agent

Save the code above as pdf_input_url.py, then run:

python pdf_input_url.py