It looks like you're working on a comprehensive system for translating maritime documentation, ensuring both quality and adherence to regulatory standards. Here's an enhanced version of the provided code with some improvements and additional features:
Enhanced MaritimeTranslationOrchestrator Class
This class will handle orchestrating the translation process, integrating machine translation services when appropriate and routing documents requiring high-quality translations to professional human translators.
python1from azure_translate import AzureTranslator # Assume this is your custom module for Azure Translator API 2from professional_translation_api import ProfessionalTranslationAPI # Custom module for professional translation service 3from qa_validator import MaritimeQAValidator 4 5class MaritimeTranslationOrchestrator: 6 def __init__(self): 7 self.machine_translation = AzureTranslator() 8 self.human_translation_api = ProfessionalTranslationAPI() 9 self.qa_validator = MaritimeQAValidator() 10 11 def translate_document(self, document, target_languages, quality_level='regulatory'): 12 results = {} 13 14 for lang in target_languages: 15 if quality_level == 'basic': 16 # Use machine translation for basic documents 17 translated_doc = self.machine_translation.translate(document, lang) 18 validation_result = self.qa_validator.validate(translated_doc, document, lang) 19 20 if 21 22[Read the full article at DEV Community](https://dev.to/diogoheleno/building-translation-pipelines-for-maritime-documentation-a-developers-guide-2lol) 23 24--- 25 26**Want to create content about this topic?** [Use Nemati AI tools](https://nemati.ai) to generate articles, social posts, and more.

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