stt.py 2.2 KB

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  1. # coding=utf-8
  2. from typing import Dict
  3. from django.utils.translation import gettext as _
  4. from common import forms
  5. from common.exception.app_exception import AppApiException
  6. from common.forms import BaseForm
  7. from models_provider.base_model_provider import BaseModelCredential, ValidCode
  8. from common.utils.logger import maxkb_logger
  9. class AzureOpenAISTTModelCredential(BaseForm, BaseModelCredential):
  10. api_version = forms.TextInputField("API Version", required=True)
  11. api_base = forms.TextInputField('Azure Endpoint', required=True)
  12. api_key = forms.PasswordInputField("API Key", required=True)
  13. def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, provider,
  14. raise_exception=False):
  15. model_type_list = provider.get_model_type_list()
  16. if not any(list(filter(lambda mt: mt.get('value') == model_type, model_type_list))):
  17. raise AppApiException(ValidCode.valid_error.value,
  18. _('{model_type} Model type is not supported').format(model_type=model_type))
  19. for key in ['api_base', 'api_key', 'api_version']:
  20. if key not in model_credential:
  21. if raise_exception:
  22. raise AppApiException(ValidCode.valid_error.value, _('{key} is required').format(key=key))
  23. else:
  24. return False
  25. try:
  26. model = provider.get_model(model_type, model_name, model_credential, **model_params)
  27. model.check_auth()
  28. except Exception as e:
  29. maxkb_logger.error(f'Exception: {e}', exc_info=True)
  30. if isinstance(e, AppApiException):
  31. raise e
  32. if raise_exception:
  33. raise AppApiException(ValidCode.valid_error.value,
  34. _('Verification failed, please check whether the parameters are correct: {error}').format(
  35. error=str(e)))
  36. else:
  37. return False
  38. return True
  39. def encryption_dict(self, model: Dict[str, object]):
  40. return {**model, 'api_key': super().encryption(model.get('api_key', ''))}
  41. def get_model_params_setting_form(self, model_name):
  42. pass