Agentic object detection 

import requests

def get_bounding_boxes(api_key, image_path, search_text):

    headers = {"Authorization": f"Bearer {api_key}"}

    with open(image_path, "rb") as image_file:

        files = {"file": image_file}

        data = {"prompt": search_text}

        response = requests.post(

            "https://api.landing.ai/v1/agentic-object-detection",

            headers=headers,

            files=files,

            data=data

        )

    if response.status_code == 200:

        detections = response.json().get("detections", [])

        return [detection["box"] for detection in detections] # Returns [x_min, y_min, x_max, y_max] boxes

    else:

        raise Exception(f"API Error: {response.text}")

# Usage example

api_key = "your_api_key_here"

boxes = get_bounding_boxes(api_key, "sample.jpg", "red shoes")

print(f"Found {len(boxes)} matching objects:")

for box in boxes:

    print(f"- Bounding box: {box}")