diff --git a/apps/setting/models_provider/impl/zhipu_model_provider/credential/image.py b/apps/setting/models_provider/impl/zhipu_model_provider/credential/image.py new file mode 100644 index 000000000..0eb05bb91 --- /dev/null +++ b/apps/setting/models_provider/impl/zhipu_model_provider/credential/image.py @@ -0,0 +1,47 @@ +# coding=utf-8 +import base64 +import os +from typing import Dict + +from langchain_core.messages import HumanMessage + +from common import forms +from common.exception.app_exception import AppApiException +from common.forms import BaseForm +from setting.models_provider.base_model_provider import BaseModelCredential, ValidCode + + +class ZhiPuImageModelCredential(BaseForm, BaseModelCredential): + api_key = forms.PasswordInputField('API Key', required=True) + + def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], provider, + raise_exception=False): + model_type_list = provider.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 = provider.get_model(model_type, model_name, model_credential) + res = model.stream([HumanMessage(content=[{"type": "text", "text": "你好"}])]) + for chunk in res: + print(chunk) + 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 + + def encryption_dict(self, model: Dict[str, object]): + return {**model, 'api_key': super().encryption(model.get('api_key', ''))} + + def get_model_params_setting_form(self, model_name): + pass diff --git a/apps/setting/models_provider/impl/zhipu_model_provider/model/image.py b/apps/setting/models_provider/impl/zhipu_model_provider/model/image.py new file mode 100644 index 000000000..d1658a0c0 --- /dev/null +++ b/apps/setting/models_provider/impl/zhipu_model_provider/model/image.py @@ -0,0 +1,26 @@ +from typing import Dict + +from langchain_openai.chat_models import ChatOpenAI + +from common.config.tokenizer_manage_config import TokenizerManage +from setting.models_provider.base_model_provider import MaxKBBaseModel + + +def custom_get_token_ids(text: str): + tokenizer = TokenizerManage.get_tokenizer() + return tokenizer.encode(text) + + +class ZhiPuImage(MaxKBBaseModel, ChatOpenAI): + + @staticmethod + def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs): + optional_params = MaxKBBaseModel.filter_optional_params(model_kwargs) + return ZhiPuImage( + model_name=model_name, + openai_api_key=model_credential.get('api_key'), + openai_api_base='https://open.bigmodel.cn/api/paas/v4', + # stream_options={"include_usage": True}, + streaming=True, + **optional_params, + ) diff --git a/apps/setting/models_provider/impl/zhipu_model_provider/zhipu_model_provider.py b/apps/setting/models_provider/impl/zhipu_model_provider/zhipu_model_provider.py index ab19b1567..b24c8dd0d 100644 --- a/apps/setting/models_provider/impl/zhipu_model_provider/zhipu_model_provider.py +++ b/apps/setting/models_provider/impl/zhipu_model_provider/zhipu_model_provider.py @@ -11,18 +11,40 @@ import os from common.util.file_util import get_file_content from setting.models_provider.base_model_provider import ModelProvideInfo, ModelTypeConst, ModelInfo, IModelProvider, \ ModelInfoManage +from setting.models_provider.impl.zhipu_model_provider.credential.image import ZhiPuImageModelCredential from setting.models_provider.impl.zhipu_model_provider.credential.llm import ZhiPuLLMModelCredential +from setting.models_provider.impl.zhipu_model_provider.model.image import ZhiPuImage from setting.models_provider.impl.zhipu_model_provider.model.llm import ZhipuChatModel from smartdoc.conf import PROJECT_DIR qwen_model_credential = ZhiPuLLMModelCredential() +zhipu_image_model_credential = ZhiPuImageModelCredential() + model_info_list = [ ModelInfo('glm-4', '', ModelTypeConst.LLM, qwen_model_credential, ZhipuChatModel), ModelInfo('glm-4v', '', ModelTypeConst.LLM, qwen_model_credential, ZhipuChatModel), ModelInfo('glm-3-turbo', '', ModelTypeConst.LLM, qwen_model_credential, ZhipuChatModel) ] -model_info_manage = ModelInfoManage.builder().append_model_info_list(model_info_list).append_default_model_info( - ModelInfo('glm-4', '', ModelTypeConst.LLM, qwen_model_credential, ZhipuChatModel)).build() + +model_info_image_list = [ + ModelInfo('glm-4v-plus', '具有强大的多模态理解能力。能够同时理解多达五张图像,并支持视频内容理解', + ModelTypeConst.IMAGE, zhipu_image_model_credential, + ZhiPuImage), + ModelInfo('glm-4v', '专注于单图理解。适用于需要高效图像解析的场景', + ModelTypeConst.IMAGE, zhipu_image_model_credential, + ZhiPuImage), + ModelInfo('glm-4v-flash', '专注于单图理解。适用于需要高效图像解析的场景(免费)', + ModelTypeConst.IMAGE, zhipu_image_model_credential, + ZhiPuImage), +] + +model_info_manage = ( + ModelInfoManage.builder() + .append_model_info_list(model_info_list) + .append_default_model_info(ModelInfo('glm-4', '', ModelTypeConst.LLM, qwen_model_credential, ZhipuChatModel)) + .append_model_info_list(model_info_image_list) + .build() +) class ZhiPuModelProvider(IModelProvider):