Medical diagnosis hinges on the accurate interpretation of medical images, and chest X-rays stand as a cornerstone of pulmonary disease detection. However, the sheer volume of chest X-rays generated daily, coupled with the complexities of image analysis, poses a significant challenge for healthcare providers. This is where generative AI emerges as a transformative force, revolutionising chest X-ray abnormality detection and reporting with unparalleled precision and efficiency.