publisher/thumbnail.py

from publisher.ai.gemini_client import get_model


def generate_thumbnail(video_path):

    model = get_model()

    prompt = """
    Suggest BEST thumbnail concept:
    - facial emotion
    - text overlay
    - color style
    """

    result = model.generate_content(prompt)

    return {
        "thumbnail_strategy": result.text
    }