Code
pdf_input_local.py
Usage
1
Set up your virtual environment
2
Set your API key
3
Install dependencies
4
Run Agent
Save the code above as
pdf_input_local.py, then run:Documentation Index
Fetch the complete documentation index at: /llms.txt
Use this file to discover all available pages before exploring further.
Pass a local PDF to a Gemini agent with File(filepath=…).
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-3.5-flash"),
markdown=True,
add_history_to_context=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.")
Set up your virtual environment
uv venv --python 3.12
source .venv/bin/activate
uv venv --python 3.12
.venv\Scripts\activate
Set your API key
export GOOGLE_API_KEY=xxx
Install dependencies
uv pip install -U google-genai agno
Run Agent
pdf_input_local.py, then run:python pdf_input_local.py
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