High Fidelity Image Input

Set the detail parameter to "high" for high fidelity image analysis.

Code

image_input_high_fidelity.py

from agno.agent import Agent
from agno.media import Image
from agno.models.openai import OpenAIResponses

agent = Agent(
    model=OpenAIResponses(id="gpt-5.2"),
    markdown=True,
)

agent.print_response(
    "What's in these images",
    images=[
        Image(
            url="https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg",
            detail="high",
        )
    ],
)

Usage

Set up your virtual environment

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

uv venv --python 3.12
.venv\Scripts\activate

Install dependencies

uv pip install -U agno openai

Export your OpenAI API key

  export OPENAI_API_KEY="your_openai_api_key_here"

  $Env:OPENAI_API_KEY="your_openai_api_key_here"

Run Agent

python image_input_high_fidelity.py

Image to Structured Output Image to Image Generation Agent

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High Fidelity Image Input

Code

Usage

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Code

Usage