tools/analyze.py

from PIL import Image
import os


def analyze_image(image_path: str):
    """
    Analyze an uploaded image.

    Returns a dictionary that can be used by the Image Agent.
    """

    img = Image.open(image_path)

    width, height = img.size

    analysis = {
        "filename": os.path.basename(image_path),
        "format": img.format,
        "mode": img.mode,
        "width": width,
        "height": height,
        "resolution": f"{width} x {height}",

        # Placeholder until Vision LLM is connected
        "description": "Image uploaded successfully. Vision analysis not yet enabled.",

        "objects": [],
        "text": "",
        "style": "",
        "lighting": "",
        "colors": [],
        "suggestions": [
            "Remove background",
            "Enhance quality",
            "Convert to anime",
            "Generate variations",
            "Extract text (OCR)"
        ]
    }

    return analysis