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Code

cookbook/models/google/gemini/pdf_input_local.py
from pathlib import Path
from agno.agent import Agent
from agno.media import File
from agno.models.google import Gemini
from agno.utils.media import download_file

pdf_path = Path(__file__).parent.joinpath("ThaiRecipes.pdf")

# Download the file using the download_file function
download_file(
    "https://agno-public.s3.amazonaws.com/recipes/ThaiRecipes.pdf", str(pdf_path)
)

agent = Agent(
    model=Gemini(id="gemini-2.0-flash-exp"),
    markdown=True,
    add_history_to_messages=True,
)

agent.print_response(
    "Summarize the contents of the attached file.",
    files=[File(filepath=pdf_path)],
)
agent.print_response("Suggest me a recipe from the attached file.")

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Usage

1

Create a virtual environment

Open the Terminal and create a python virtual environment.
python3 -m venv .venv
source .venv/bin/activate
2

Set your API key

export GOOGLE_API_KEY=xxx
3

Install libraries

pip install -U google-genai agno
4

Run Agent

python cookbook/models/google/gemini/pdf_input_local.py