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feat: 支持智谱大模型 1Panel-dev#178 (1Panel-dev#180)
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apps/setting/models_provider/impl/zhipu_model_provider/icon/zhipuai_icon_svg
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apps/setting/models_provider/impl/zhipu_model_provider/zhipu_model_provider.py
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# coding=utf-8 | ||
""" | ||
@project: maxkb | ||
@Author:虎 | ||
@file: zhipu_model_provider.py | ||
@date:2024/04/19 13:5 | ||
@desc: | ||
""" | ||
import os | ||
from typing import Dict | ||
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||
from langchain.schema import HumanMessage | ||
from langchain_community.chat_models import ChatZhipuAI | ||
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from common import forms | ||
from common.exception.app_exception import AppApiException | ||
from common.forms import BaseForm | ||
from common.util.file_util import get_file_content | ||
from setting.models_provider.base_model_provider import ModelProvideInfo, ModelTypeConst, BaseModelCredential, \ | ||
ModelInfo, IModelProvider, ValidCode | ||
from smartdoc.conf import PROJECT_DIR | ||
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class ZhiPuLLMModelCredential(BaseForm, BaseModelCredential): | ||
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def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], raise_exception=False): | ||
model_type_list = ZhiPuModelProvider().get_model_type_list() | ||
if not any(list(filter(lambda mt: mt.get('value') == model_type, model_type_list))): | ||
raise AppApiException(ValidCode.valid_error.value, f'{model_type} 模型类型不支持') | ||
for key in ['api_key']: | ||
if key not in model_credential: | ||
if raise_exception: | ||
raise AppApiException(ValidCode.valid_error.value, f'{key} 字段为必填字段') | ||
else: | ||
return False | ||
try: | ||
model = ZhiPuModelProvider().get_model(model_type, model_name, model_credential) | ||
model.invoke([HumanMessage(content='你好')]) | ||
except Exception as e: | ||
if isinstance(e, AppApiException): | ||
raise e | ||
if raise_exception: | ||
raise AppApiException(ValidCode.valid_error.value, f'校验失败,请检查参数是否正确: {str(e)}') | ||
else: | ||
return False | ||
return True | ||
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def encryption_dict(self, model: Dict[str, object]): | ||
return {**model, 'api_key': super().encryption(model.get('api_key', ''))} | ||
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api_key = forms.PasswordInputField('API Key', required=True) | ||
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qwen_model_credential = ZhiPuLLMModelCredential() | ||
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model_dict = { | ||
'glm-4': ModelInfo('glm-4', '', ModelTypeConst.LLM, qwen_model_credential), | ||
'glm-4v': ModelInfo('glm-4v', '', ModelTypeConst.LLM, qwen_model_credential), | ||
'glm-3-turbo': ModelInfo('glm-3-turbo', '', ModelTypeConst.LLM, qwen_model_credential) | ||
} | ||
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class ZhiPuModelProvider(IModelProvider): | ||
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def get_dialogue_number(self): | ||
return 3 | ||
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def get_model(self, model_type, model_name, model_credential: Dict[str, object], **model_kwargs) -> ChatZhipuAI: | ||
zhipuai_chat = ChatZhipuAI( | ||
temperature=0.5, | ||
api_key=model_credential.get('api_key'), | ||
model=model_name | ||
) | ||
return zhipuai_chat | ||
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def get_model_credential(self, model_type, model_name): | ||
if model_name in model_dict: | ||
return model_dict.get(model_name).model_credential | ||
return qwen_model_credential | ||
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def get_model_provide_info(self): | ||
return ModelProvideInfo(provider='model_zhipu_provider', name='智谱AI', icon=get_file_content( | ||
os.path.join(PROJECT_DIR, "apps", "setting", 'models_provider', 'impl', 'zhipu_model_provider', 'icon', | ||
'zhipuai_icon_svg'))) | ||
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def get_model_list(self, model_type: str): | ||
if model_type is None: | ||
raise AppApiException(500, '模型类型不能为空') | ||
return [model_dict.get(key).to_dict() for key in | ||
list(filter(lambda key: model_dict.get(key).model_type == model_type, model_dict.keys()))] | ||
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def get_model_type_list(self): | ||
return [{'key': "大语言模型", 'value': "LLM"}] |
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