Image to Text Analysis

Create an agent that analyzes images and writes creative text based on what it sees.

Code

image_to_text.py

from pathlib import Path

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,
)

image_path = Path(__file__).parent.joinpath("sample.jpg")
agent.print_response(
    "Write a 3 sentence fiction story about the image",
    images=[Image(filepath=image_path)],
)

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_to_text.py

Image Model Output Image to Structured Output

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Image to Text Analysis

Code

Usage

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Code

Usage