mirror of
https://github.com/1Panel-dev/MaxKB.git
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82 lines
3.7 KiB
Python
82 lines
3.7 KiB
Python
# coding=utf-8
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"""
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@project: MaxKB
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@Author：虎
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@file： embedding.py
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@date：2024/10/17 15:40
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@desc:
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"""
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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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from common.utils.logger import maxkb_logger
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class QianfanEmbeddingCredential(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=False):
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api_version = model_credential.get('api_version', 'v1')
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model = provider.get_model(model_type, model_name, model_credential, **model_params)
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if api_version == 'v1':
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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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model_info = [model.lower() for model in model.client.models()]
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if not model_info.__contains__(model_name.lower()):
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raise AppApiException(ValidCode.valid_error.value,
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_('{model_name} The model does not support').format(model_name=model_name))
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required_keys = ['qianfan_ak', 'qianfan_sk']
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if api_version == 'v2':
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required_keys = ['api_base', 'qianfan_ak']
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for key in required_keys:
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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, _('{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)
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model.embed_query(_('Hello'))
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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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_('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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api_version = model.get('api_version', 'v1')
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if api_version == 'v1':
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return {**model, 'qianfan_sk': super().encryption(model.get('qianfan_sk', ''))}
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else: # v2
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return {**model, 'qianfan_ak': super().encryption(model.get('qianfan_ak', ''))}
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api_version = forms.Radio('API Version', required=True, text_field='label', value_field='value',
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option_list=[
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{'label': 'v1', 'value': 'v1'},
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{'label': 'v2', 'value': 'v2'}
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],
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default_value='v1',
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provider='',
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method='', )
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# v2版本字段
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api_base = forms.TextInputField("API URL", required=True, relation_show_field_dict={"api_version": ["v2"]})
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# v1版本字段
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qianfan_ak = forms.PasswordInputField('API Key', required=True)
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qianfan_sk = forms.PasswordInputField("Secret Key", required=True,
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relation_show_field_dict={"api_version": ["v1"]})
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