tti.py 2.4 KB

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