Chat PDF Input URL

Attach a PDF by URL and ask the agent for a recipe from the file.

pdf_input_url.py
"""
Openai Pdf Input Url
====================

Cookbook example for `openai/chat/pdf_input_url.py`.
"""

from agno.agent import Agent
from agno.media import File
from agno.models.openai import OpenAIChat

# ---------------------------------------------------------------------------
# Create Agent
# ---------------------------------------------------------------------------

agent = Agent(
    model=OpenAIChat(id="gpt-5.6-luna"),
    markdown=True,
    add_history_to_context=True,
)

agent.print_response(
    "Suggest me a recipe from the attached file.",
    files=[File(url="https://agno-public.s3.amazonaws.com/recipes/ThaiRecipes.pdf")],
)

# ---------------------------------------------------------------------------
# Run Agent
# ---------------------------------------------------------------------------

if __name__ == "__main__":
    pass

Run the Example

Set up your virtual environment

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

Install dependencies

uv pip install -U agno openai

Export your OpenAI API key

export OPENAI_API_KEY="your_openai_api_key_here"

Run the example

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

python pdf_input_url.py

Full source: cookbook/90_models/openai/chat/pdf_input_url.py