from langdetect import detect_langs def detect_language(text): try: if len(text) < 10: return [("English", 1.0, "English")] lang_detections = detect_langs(text) native_lang_map = { "en": ("English", "English"), "fr": ("Français", "French"), "es": ("Español", "Spanish"), "de": ("Deutsch", "German"), "hi": ("हिन्दी", "Hindi"), "zh": ("中文", "Chinese"), "ar": ("العربية", "Arabic"), "ru": ("Русский", "Russian"), "ja": ("日本語", "Japanese") } detected_options = [(native_lang_map.get(lang.lang, ("English", "English"))[1], lang.prob, native_lang_map.get(lang.lang, ("English", "English"))[0]) for lang in lang_detections if lang.prob >= 0.7] return detected_options[:3] if detected_options else [("English", 0.5, "English")] except Exception: return [("English", 0.5, "English")]