src/utils.py

from .captioning import generate_caption
from .detection import detect_objects
from .reasoning import reason

def run_pipeline(image, question):
    caption = generate_caption(image)
    labels, boxes = detect_objects(image)
    answer = reason(", ".join(labels), caption, question)
    return caption, labels, boxes, answer