Code
cookbook/11_models/openai/responses/pdf_input_local.py
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from pathlib import Path
from agno.agent import Agent
from agno.media import File
from agno.models.openai.responses import OpenAIResponses
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=OpenAIResponses(id="gpt-5-mini"),
tools=[{"type": "file_search"}],
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.")
Usage
1
Set up your virtual environment
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uv venv --python 3.12
source .venv/bin/activate
2
Set your API key
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export OPENAI_API_KEY=xxx
3
Install dependencies
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uv pip install -U openai agno
4
Run Agent
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python cookbook/11_models/openai/responses/pdf_input_local.py