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42 lines
1.8 KiB
Python
42 lines
1.8 KiB
Python
import traceback
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from typing import Dict
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from django.utils.translation import gettext as _
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from common import forms
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from common.exception.app_exception import AppApiException
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from common.forms import BaseForm
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from models_provider.base_model_provider import BaseModelCredential, ValidCode
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class TencentEmbeddingCredential(BaseForm, BaseModelCredential):
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def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, provider,
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raise_exception=True) -> bool:
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model_type_list = provider.get_model_type_list()
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if not any(list(filter(lambda mt: mt.get('value') == model_type, model_type_list))):
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raise AppApiException(ValidCode.valid_error.value,
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_('{model_type} Model type is not supported').format(model_type=model_type))
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self.valid_form(model_credential)
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try:
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model = provider.get_model(model_type, model_name, model_credential)
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model.embed_query(_('Hello'))
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except Exception as e:
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traceback.print_exc()
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if isinstance(e, AppApiException):
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raise e
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if raise_exception:
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raise AppApiException(ValidCode.valid_error.value,
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_('Verification failed, please check whether the parameters are correct: {error}').format(
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error=str(e)))
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else:
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return False
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return True
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def encryption_dict(self, model: Dict[str, object]) -> Dict[str, object]:
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encrypted_secret_key = super().encryption(model.get('SecretKey', ''))
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return {**model, 'SecretKey': encrypted_secret_key}
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SecretId = forms.PasswordInputField('SecretId', required=True)
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SecretKey = forms.PasswordInputField('SecretKey', required=True)
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