feat: support siliconCloud

--story=1017720 --user=王孝刚 【模型管理】-支持SiliconCloud供应商的大语言模型、向量模型 https://www.tapd.cn/57709429/s/1650888

Author: wxg0103

apps/setting/models_provider/base_model_provider.py

@@ -16,6 +16,7 @@
 from common.exception.app_exception import AppApiException
 from django.utils.translation import gettext_lazy as _
 
+
 class DownModelChunkStatus(Enum):
     success = "success"
     error = "error"
@@ -71,7 +72,8 @@ def get_model_params(self, model_type, model_name):
         model_info = self.get_model_info_manage().get_model_info(model_type, model_name)
         return model_info.model_credential
 
-    def is_valid_credential(self, model_type, model_name, model_credential: Dict[str, object], model_params: Dict[str, object], raise_exception=False):
+    def is_valid_credential(self, model_type, model_name, model_credential: Dict[str, object],
+                            model_params: Dict[str, object], raise_exception=False):
         model_info = self.get_model_info_manage().get_model_info(model_type, model_name)
         return model_info.model_credential.is_valid(model_type, model_name, model_credential, model_params, self,
                                                     raise_exception=raise_exception)
@@ -101,15 +103,16 @@ def is_cache_model():
     def filter_optional_params(model_kwargs):
         optional_params = {}
         for key, value in model_kwargs.items():
-            if key not in ['model_id', 'use_local', 'streaming']:
+            if key not in ['model_id', 'use_local', 'streaming', 'show_ref_label']:
                 optional_params[key] = value
         return optional_params
 
 
 class BaseModelCredential(ABC):
 
     @abstractmethod
-    def is_valid(self, model_type: str, model_name, model: Dict[str, object], model_params, provider, raise_exception=True):
+    def is_valid(self, model_type: str, model_name, model: Dict[str, object], model_params, provider,
+                 raise_exception=True):
         pass
 
     @abstractmethod

apps/setting/models_provider/constants/model_provider_constants.py

@@ -19,6 +19,8 @@
 from setting.models_provider.impl.ollama_model_provider.ollama_model_provider import OllamaModelProvider
 from setting.models_provider.impl.openai_model_provider.openai_model_provider import OpenAIModelProvider
 from setting.models_provider.impl.qwen_model_provider.qwen_model_provider import QwenModelProvider
+from setting.models_provider.impl.siliconCloud_model_provider.siliconCloud_model_provider import \
+    SiliconCloudModelProvider
 from setting.models_provider.impl.tencent_model_provider.tencent_model_provider import TencentModelProvider
 from setting.models_provider.impl.vllm_model_provider.vllm_model_provider import VllmModelProvider
 from setting.models_provider.impl.volcanic_engine_model_provider.volcanic_engine_model_provider import \
@@ -49,3 +51,4 @@ class ModelProvideConstants(Enum):
     model_vllm_provider = VllmModelProvider()
     aliyun_bai_lian_model_provider = AliyunBaiLianModelProvider()
     model_anthropic_provider = AnthropicModelProvider()
+    model_siliconCloud_provider = SiliconCloudModelProvider()

apps/setting/models_provider/impl/aliyun_bai_lian_model_provider/aliyun_bai_lian_model_provider.py

@@ -28,7 +28,7 @@
 from setting.models_provider.impl.aliyun_bai_lian_model_provider.model.tti import QwenTextToImageModel
 from setting.models_provider.impl.aliyun_bai_lian_model_provider.model.tts import AliyunBaiLianTextToSpeech
 from smartdoc.conf import PROJECT_DIR
-from django.utils.translation import gettext_lazy as _
+from django.utils.translation import gettext_lazy as _, gettext
 
 aliyun_bai_lian_model_credential = AliyunBaiLianRerankerCredential()
 aliyun_bai_lian_tts_model_credential = AliyunBaiLianTTSModelCredential()
@@ -92,7 +92,7 @@ def get_model_info_manage(self):
         return model_info_manage
 
     def get_model_provide_info(self):
-        return ModelProvideInfo(provider='aliyun_bai_lian_model_provider', name=_('Alibaba Cloud Bailian'),
+        return ModelProvideInfo(provider='aliyun_bai_lian_model_provider', name=gettext('Alibaba Cloud Bailian'),
                                 icon=get_file_content(
                                     os.path.join(PROJECT_DIR, "apps", "setting", 'models_provider', 'impl',
                                                  'aliyun_bai_lian_model_provider',

apps/setting/models_provider/impl/siliconCloud_model_provider/__init__.py

@@ -0,0 +1,8 @@
+# coding=utf-8
+"""
+    @project: maxkb
+    @Author：虎
+    @file： __init__.py.py
+    @date：2024/3/28 16:25
+    @desc:
+"""

apps/setting/models_provider/impl/siliconCloud_model_provider/credential/embedding.py

@@ -0,0 +1,51 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：虎
+    @file： embedding.py
+    @date：2024/7/12 16:45
+    @desc:
+"""
+from typing import Dict
+
+from django.utils.translation import gettext as _
+
+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 SiliconCloudEmbeddingCredential(BaseForm, BaseModelCredential):
+    def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, provider,
+                 raise_exception=True):
+        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,
+                                  _('{model_type} Model type is not supported').format(model_type=model_type))
+
+        for key in ['api_base', 'api_key']:
+            if key not in model_credential:
+                if raise_exception:
+                    raise AppApiException(ValidCode.valid_error.value, _('{key}  is required').format(key=key))
+                else:
+                    return False
+        try:
+            model = provider.get_model(model_type, model_name, model_credential)
+            model.embed_query(_('Hello'))
+        except Exception as e:
+            if isinstance(e, AppApiException):
+                raise e
+            if raise_exception:
+                raise AppApiException(ValidCode.valid_error.value,
+                                      _('Verification failed, please check whether the parameters are correct: {error}').format(
+                                          error=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', ''))}
+
+    api_base = forms.TextInputField('API URL', required=True)
+    api_key = forms.PasswordInputField('API Key', required=True)

apps/setting/models_provider/impl/siliconCloud_model_provider/credential/image.py

@@ -0,0 +1,72 @@
+# 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, TooltipLabel
+from setting.models_provider.base_model_provider import BaseModelCredential, ValidCode
+from django.utils.translation import gettext_lazy as _, gettext
+
+
+class SiliconCloudImageModelParams(BaseForm):
+    temperature = forms.SliderField(TooltipLabel(_('Temperature'),
+                                                 _('Higher values make the output more random, while lower values make it more focused and deterministic')),
+                                    required=True, default_value=0.7,
+                                    _min=0.1,
+                                    _max=1.0,
+                                    _step=0.01,
+                                    precision=2)
+
+    max_tokens = forms.SliderField(
+        TooltipLabel(_('Output the maximum Tokens'),
+                     _('Specify the maximum number of tokens that the model can generate')),
+        required=True, default_value=800,
+        _min=1,
+        _max=100000,
+        _step=1,
+        precision=0)
+
+
+class SiliconCloudImageModelCredential(BaseForm, BaseModelCredential):
+    api_base = forms.TextInputField('API URL', required=True)
+    api_key = forms.PasswordInputField('API Key', required=True)
+
+    def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, 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,
+                                  gettext('{model_type} Model type is not supported').format(model_type=model_type))
+
+        for key in ['api_base', 'api_key']:
+            if key not in model_credential:
+                if raise_exception:
+                    raise AppApiException(ValidCode.valid_error.value, gettext('{key}  is required').format(key=key))
+                else:
+                    return False
+        try:
+            model = provider.get_model(model_type, model_name, model_credential, **model_params)
+            res = model.stream([HumanMessage(content=[{"type": "text", "text": gettext('Hello')}])])
+            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,
+                                      gettext(
+                                          'Verification failed, please check whether the parameters are correct: {error}').format(
+                                          error=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):
+        return SiliconCloudImageModelParams()

apps/setting/models_provider/impl/siliconCloud_model_provider/credential/llm.py

@@ -0,0 +1,77 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：虎
+    @file： llm.py
+    @date：2024/7/11 18:32
+    @desc:
+"""
+from typing import Dict
+
+from django.utils.translation import gettext_lazy as _, gettext
+from langchain_core.messages import HumanMessage
+
+from common import forms
+from common.exception.app_exception import AppApiException
+from common.forms import BaseForm, TooltipLabel
+from setting.models_provider.base_model_provider import BaseModelCredential, ValidCode
+
+
+class SiliconCloudLLMModelParams(BaseForm):
+    temperature = forms.SliderField(TooltipLabel(_('Temperature'),
+                                                 _('Higher values make the output more random, while lower values make it more focused and deterministic')),
+                                    required=True, default_value=0.7,
+                                    _min=0.1,
+                                    _max=1.0,
+                                    _step=0.01,
+                                    precision=2)
+
+    max_tokens = forms.SliderField(
+        TooltipLabel(_('Output the maximum Tokens'),
+                     _('Specify the maximum number of tokens that the model can generate')),
+        required=True, default_value=800,
+        _min=1,
+        _max=100000,
+        _step=1,
+        precision=0)
+
+
+class SiliconCloudLLMModelCredential(BaseForm, BaseModelCredential):
+
+    def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, 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,
+                                  gettext('{model_type} Model type is not supported').format(model_type=model_type))
+
+        for key in ['api_base', 'api_key']:
+            if key not in model_credential:
+                if raise_exception:
+                    raise AppApiException(ValidCode.valid_error.value, gettext('{key}  is required').format(key=key))
+                else:
+                    return False
+        try:
+
+            model = provider.get_model(model_type, model_name, model_credential, **model_params)
+            model.invoke([HumanMessage(content=gettext('Hello'))])
+        except Exception as e:
+            if isinstance(e, AppApiException):
+                raise e
+            if raise_exception:
+                raise AppApiException(ValidCode.valid_error.value,
+                                      gettext(
+                                          'Verification failed, please check whether the parameters are correct: {error}').format(
+                                          error=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', ''))}
+
+    api_base = forms.TextInputField('API URL', required=True)
+    api_key = forms.PasswordInputField('API Key', required=True)
+
+    def get_model_params_setting_form(self, model_name):
+        return SiliconCloudLLMModelParams()

apps/setting/models_provider/impl/siliconCloud_model_provider/credential/reranker.py

@@ -0,0 +1,52 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：虎
+    @file： reranker.py
+    @date：2024/9/9 17:51
+    @desc:
+"""
+from typing import Dict
+
+from django.utils.translation import gettext as _
+from langchain_core.documents import Document
+
+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
+from setting.models_provider.impl.aliyun_bai_lian_model_provider.model.reranker import AliyunBaiLianReranker
+from setting.models_provider.impl.siliconCloud_model_provider.model.reranker import SiliconCloudReranker
+
+
+class SiliconCloudRerankerCredential(BaseForm, BaseModelCredential):
+
+    def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, provider,
+                 raise_exception=False):
+        if not model_type == 'RERANKER':
+            raise AppApiException(ValidCode.valid_error.value,
+                                  _('{model_type} Model type is not supported').format(model_type=model_type))
+        for key in ['dashscope_api_key']:
+            if key not in model_credential:
+                if raise_exception:
+                    raise AppApiException(ValidCode.valid_error.value, _('{key}  is required').format(key=key))
+                else:
+                    return False
+        try:
+            model: SiliconCloudReranker = provider.get_model(model_type, model_name, model_credential)
+            model.compress_documents([Document(page_content=_('Hello'))], _('Hello'))
+        except Exception as e:
+            if isinstance(e, AppApiException):
+                raise e
+            if raise_exception:
+                raise AppApiException(ValidCode.valid_error.value,
+                                      _('Verification failed, please check whether the parameters are correct: {error}').format(
+                                          error=str(e)))
+            else:
+                return False
+        return True
+
+    def encryption_dict(self, model: Dict[str, object]):
+        return {**model, 'dashscope_api_key': super().encryption(model.get('dashscope_api_key', ''))}
+
+    dashscope_api_key = forms.PasswordInputField('API Key', required=True)

apps/setting/models_provider/impl/siliconCloud_model_provider/credential/stt.py

@@ -0,0 +1,47 @@
+# coding=utf-8
+from typing import Dict
+
+from django.utils.translation import gettext as _
+
+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 SiliconCloudSTTModelCredential(BaseForm, BaseModelCredential):
+    api_base = forms.TextInputField('API URL', required=True)
+    api_key = forms.PasswordInputField('API Key', required=True)
+
+    def is_valid(self, model_type: str, model_name, model_credential: Dict[str, object], model_params, 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,
+                                  _('{model_type} Model type is not supported').format(model_type=model_type))
+
+        for key in ['api_base', 'api_key']:
+            if key not in model_credential:
+                if raise_exception:
+                    raise AppApiException(ValidCode.valid_error.value, _('{key}  is required').format(key=key))
+                else:
+                    return False
+        try:
+            model = provider.get_model(model_type, model_name, model_credential)
+            model.check_auth()
+        except Exception as e:
+            if isinstance(e, AppApiException):
+                raise e
+            if raise_exception:
+                raise AppApiException(ValidCode.valid_error.value,
+                                      _('Verification failed, please check whether the parameters are correct: {error}').format(
+                                          error=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