mirror of
https://github.com/1Panel-dev/MaxKB.git
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89 lines
3.8 KiB
Python
89 lines
3.8 KiB
Python
# coding=utf-8
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from typing import Dict
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from django.utils.translation import gettext_lazy as _, gettext
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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, TooltipLabel
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from models_provider.base_model_provider import BaseModelCredential, ValidCode
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from common.utils.logger import maxkb_logger
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class SiliconCloudTTIModelParams(BaseForm):
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size = forms.SingleSelect(
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TooltipLabel(_('Image size'),
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_('The image generation endpoint allows you to create raw images based on text prompts. When using the DALL·E 3, the image size can be 1024x1024, 1024x1792 or 1792x1024 pixels.')),
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required=True,
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default_value='1024x1024',
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option_list=[
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{'value': '1024x1024', 'label': '1024x1024'},
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{'value': '1024x1792', 'label': '1024x1792'},
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{'value': '1792x1024', 'label': '1792x1024'},
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],
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text_field='label',
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value_field='value'
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)
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quality = forms.SingleSelect(
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TooltipLabel(_('Picture quality'), _('''
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By default, images are produced in standard quality, but with DALL·E 3 you can set quality: "hd" to enhance detail. Square, standard quality images are generated fastest.
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''')),
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required=True,
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default_value='standard',
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option_list=[
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{'value': 'standard', 'label': 'standard'},
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{'value': 'hd', 'label': 'hd'},
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],
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text_field='label',
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value_field='value'
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)
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n = forms.SliderField(
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TooltipLabel(_('Number of pictures'),
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_('You can use DALL·E 3 to request 1 image at a time (requesting more images by issuing parallel requests), or use DALL·E 2 with the n parameter to request up to 10 images at a time.')),
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required=True, default_value=1,
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_min=1,
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_max=10,
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_step=1,
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precision=0)
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class SiliconCloudTextToImageModelCredential(BaseForm, BaseModelCredential):
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api_base = forms.TextInputField('API URL', required=True)
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api_key = forms.PasswordInputField('API Key', required=True)
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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=False):
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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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gettext('{model_type} Model type is not supported').format(model_type=model_type))
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for key in ['api_base', 'api_key']:
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if key not in model_credential:
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if raise_exception:
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raise AppApiException(ValidCode.valid_error.value, gettext('{key} is required').format(key=key))
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else:
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return False
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try:
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model = provider.get_model(model_type, model_name, model_credential, **model_params)
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res = model.check_auth()
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except Exception as e:
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maxkb_logger.error(f'Exception: {e}', exc_info=True)
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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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gettext(
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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]):
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return {**model, 'api_key': super().encryption(model.get('api_key', ''))}
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def get_model_params_setting_form(self, model_name):
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return SiliconCloudTTIModelParams()
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