import urllib.request import json url = "https://hub.docker.com/v2/repositories/semaphoreui/semaphore/tags?page_size=100" req = urllib.request.Request(url, headers={'User-Agent': 'Mozilla/5.0'}) with urllib.request.urlopen(req, timeout=5) as resp: data = json.loads(resp.read().decode()) ga_tags = [t['name'] for t in data.get('results', []) if not any(x in t['name'] for x in ['-rc', '-beta', '-alpha', '-debug', 'latest'])] print("Semaphore GA tags:", ga_tags[:10])