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

apps/setting/models_provider/base_model_provider.py

@@ -16,6 +16,7 @@ from pydantic.v1 import BaseModel
 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 @@ class IModelProvider(ABC):
         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)
@@ -101,7 +103,7 @@ class MaxKBBaseModel(ABC):
     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
 
@@ -109,7 +111,8 @@ class MaxKBBaseModel(ABC):
 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.kimi_model_provider.kimi_model_provider import
 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.stt impor
 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 @@ class AliyunBaiLianModelProvider(IModelProvider):
         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

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

@@ -0,0 +1,88 @@
+# coding=utf-8
+from typing import Dict
+
+from django.utils.translation import gettext_lazy as _, gettext
+
+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 SiliconCloudTTIModelParams(BaseForm):
+    size = forms.SingleSelect(
+        TooltipLabel(_('Image size'),
+                     _('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.')),
+        required=True,
+        default_value='1024x1024',
+        option_list=[
+            {'value': '1024x1024', 'label': '1024x1024'},
+            {'value': '1024x1792', 'label': '1024x1792'},
+            {'value': '1792x1024', 'label': '1792x1024'},
+        ],
+        text_field='label',
+        value_field='value'
+    )
+
+    quality = forms.SingleSelect(
+        TooltipLabel(_('Picture quality'), _('''       
+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.
+        ''')),
+        required=True,
+        default_value='standard',
+        option_list=[
+            {'value': 'standard', 'label': 'standard'},
+            {'value': 'hd', 'label': 'hd'},
+        ],
+        text_field='label',
+        value_field='value'
+    )
+
+    n = forms.SliderField(
+        TooltipLabel(_('Number of pictures'),
+                     _('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.')),
+        required=True, default_value=1,
+        _min=1,
+        _max=10,
+        _step=1,
+        precision=0)
+
+
+class SiliconCloudTextToImageModelCredential(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.check_auth()
+            print(res)
+        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 SiliconCloudTTIModelParams()

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

@@ -0,0 +1,66 @@
+# coding=utf-8
+from typing import Dict
+
+from django.utils.translation import gettext_lazy as _, gettext
+
+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 SiliconCloudTTSModelGeneralParams(BaseForm):
+    # alloy, echo, fable, onyx, nova, shimmer
+    voice = forms.SingleSelect(
+        TooltipLabel('Voice',
+                     _('Try out the different sounds (Alloy, Echo, Fable, Onyx, Nova, and Sparkle) to find one that suits your desired tone and audience. The current voiceover is optimized for English.')),
+        required=True, default_value='alloy',
+        text_field='value',
+        value_field='value',
+        option_list=[
+            {'text': 'alloy', 'value': 'alloy'},
+            {'text': 'echo', 'value': 'echo'},
+            {'text': 'fable', 'value': 'fable'},
+            {'text': 'onyx', 'value': 'onyx'},
+            {'text': 'nova', 'value': 'nova'},
+            {'text': 'shimmer', 'value': 'shimmer'},
+        ])
+
+
+class SiliconCloudTTSModelCredential(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)
+            model.check_auth()
+        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 SiliconCloudTTSModelGeneralParams()

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

@@ -0,0 +1,23 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：虎
+    @file： embedding.py
+    @date：2024/7/12 17:44
+    @desc:
+"""
+from typing import Dict
+
+from langchain_community.embeddings import OpenAIEmbeddings
+
+from setting.models_provider.base_model_provider import MaxKBBaseModel
+
+
+class SiliconCloudEmbeddingModel(MaxKBBaseModel, OpenAIEmbeddings):
+    @staticmethod
+    def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
+        return SiliconCloudEmbeddingModel(
+            api_key=model_credential.get('api_key'),
+            model=model_name,
+            openai_api_base=model_credential.get('api_base'),
+        )

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

@@ -0,0 +1,20 @@
+from typing import Dict
+
+from setting.models_provider.base_model_provider import MaxKBBaseModel
+from setting.models_provider.impl.base_chat_open_ai import BaseChatOpenAI
+
+
+class SiliconCloudImage(MaxKBBaseModel, BaseChatOpenAI):
+
+    @staticmethod
+    def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
+        optional_params = MaxKBBaseModel.filter_optional_params(model_kwargs)
+        return SiliconCloudImage(
+            model_name=model_name,
+            openai_api_base=model_credential.get('api_base'),
+            openai_api_key=model_credential.get('api_key'),
+            # stream_options={"include_usage": True},
+            streaming=True,
+            stream_usage=True,
+            **optional_params,
+        )

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

@@ -0,0 +1,38 @@
+# coding=utf-8
+"""
+    @project: maxkb
+    @Author：虎
+    @file： llm.py
+    @date：2024/4/18 15:28
+    @desc:
+"""
+from typing import List, Dict
+
+from langchain_core.messages import BaseMessage, get_buffer_string
+from langchain_openai.chat_models import ChatOpenAI
+
+from common.config.tokenizer_manage_config import TokenizerManage
+from setting.models_provider.base_model_provider import MaxKBBaseModel
+from setting.models_provider.impl.base_chat_open_ai import BaseChatOpenAI
+
+
+def custom_get_token_ids(text: str):
+    tokenizer = TokenizerManage.get_tokenizer()
+    return tokenizer.encode(text)
+
+
+class SiliconCloudChatModel(MaxKBBaseModel, BaseChatOpenAI):
+
+    @staticmethod
+    def is_cache_model():
+        return False
+
+    @staticmethod
+    def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
+        optional_params = MaxKBBaseModel.filter_optional_params(model_kwargs)
+        return SiliconCloudChatModel(
+            model=model_name,
+            openai_api_base=model_credential.get('api_base'),
+            openai_api_key=model_credential.get('api_key'),
+            **optional_params
+        )

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

@@ -0,0 +1,20 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：虎
+    @file： reranker.py.py
+    @date：2024/9/2 16:42
+    @desc:
+"""
+from typing import Dict
+
+from langchain_community.document_compressors import DashScopeRerank
+
+from setting.models_provider.base_model_provider import MaxKBBaseModel
+
+
+class SiliconCloudReranker(MaxKBBaseModel, DashScopeRerank):
+    @staticmethod
+    def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
+        return SiliconCloudReranker(model=model_name, dashscope_api_key=model_credential.get('dashscope_api_key'),
+                                    top_n=model_kwargs.get('top_n', 3))

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

@@ -0,0 +1,59 @@
+import asyncio
+import io
+from typing import Dict
+
+from openai import OpenAI
+
+from common.config.tokenizer_manage_config import TokenizerManage
+from setting.models_provider.base_model_provider import MaxKBBaseModel
+from setting.models_provider.impl.base_stt import BaseSpeechToText
+
+
+def custom_get_token_ids(text: str):
+    tokenizer = TokenizerManage.get_tokenizer()
+    return tokenizer.encode(text)
+
+
+class SiliconCloudSpeechToText(MaxKBBaseModel, BaseSpeechToText):
+    api_base: str
+    api_key: str
+    model: str
+
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+        self.api_key = kwargs.get('api_key')
+        self.api_base = kwargs.get('api_base')
+
+    @staticmethod
+    def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
+        optional_params = {}
+        if 'max_tokens' in model_kwargs and model_kwargs['max_tokens'] is not None:
+            optional_params['max_tokens'] = model_kwargs['max_tokens']
+        if 'temperature' in model_kwargs and model_kwargs['temperature'] is not None:
+            optional_params['temperature'] = model_kwargs['temperature']
+        return SiliconCloudSpeechToText(
+            model=model_name,
+            api_base=model_credential.get('api_base'),
+            api_key=model_credential.get('api_key'),
+            **optional_params,
+        )
+
+    def check_auth(self):
+        client = OpenAI(
+            base_url=self.api_base,
+            api_key=self.api_key
+        )
+        response_list = client.models.with_raw_response.list()
+        # print(response_list)
+
+    def speech_to_text(self, audio_file):
+        client = OpenAI(
+            base_url=self.api_base,
+            api_key=self.api_key
+        )
+        audio_data = audio_file.read()
+        buffer = io.BytesIO(audio_data)
+        buffer.name = "file.mp3"  # this is the important line
+        res = client.audio.transcriptions.create(model=self.model, language="zh", file=buffer)
+        return res.text
+

apps/setting/models_provider/impl/siliconCloud_model_provider/model/tti.py

@@ -0,0 +1,58 @@
+from typing import Dict
+
+from openai import OpenAI
+
+from common.config.tokenizer_manage_config import TokenizerManage
+from setting.models_provider.base_model_provider import MaxKBBaseModel
+from setting.models_provider.impl.base_tti import BaseTextToImage
+
+
+def custom_get_token_ids(text: str):
+    tokenizer = TokenizerManage.get_tokenizer()
+    return tokenizer.encode(text)
+
+
+class SiliconCloudTextToImage(MaxKBBaseModel, BaseTextToImage):
+    api_base: str
+    api_key: str
+    model: str
+    params: dict
+
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+        self.api_key = kwargs.get('api_key')
+        self.api_base = kwargs.get('api_base')
+        self.model = kwargs.get('model')
+        self.params = kwargs.get('params')
+
+    @staticmethod
+    def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
+        optional_params = {'params': {'size': '1024x1024', 'quality': 'standard', 'n': 1}}
+        for key, value in model_kwargs.items():
+            if key not in ['model_id', 'use_local', 'streaming']:
+                optional_params['params'][key] = value
+        return SiliconCloudTextToImage(
+            model=model_name,
+            api_base=model_credential.get('api_base'),
+            api_key=model_credential.get('api_key'),
+            **optional_params,
+        )
+
+    def is_cache_model(self):
+        return False
+
+    def check_auth(self):
+        chat = OpenAI(api_key=self.api_key, base_url=self.api_base)
+        response_list = chat.models.with_raw_response.list()
+
+        # self.generate_image('生成一个小猫图片')
+
+    def generate_image(self, prompt: str, negative_prompt: str = None):
+        chat = OpenAI(api_key=self.api_key, base_url=self.api_base)
+        res = chat.images.generate(model=self.model, prompt=prompt, **self.params)
+        file_urls = []
+        for content in res.data:
+            url = content.url
+            file_urls.append(url)
+
+        return file_urls

apps/setting/models_provider/impl/siliconCloud_model_provider/model/tts.py

@@ -0,0 +1,64 @@
+from typing import Dict
+
+from openai import OpenAI
+
+from common.config.tokenizer_manage_config import TokenizerManage
+from common.util.common import _remove_empty_lines
+from setting.models_provider.base_model_provider import MaxKBBaseModel
+from setting.models_provider.impl.base_tts import BaseTextToSpeech
+
+
+def custom_get_token_ids(text: str):
+    tokenizer = TokenizerManage.get_tokenizer()
+    return tokenizer.encode(text)
+
+
+class SiliconCloudTextToSpeech(MaxKBBaseModel, BaseTextToSpeech):
+    api_base: str
+    api_key: str
+    model: str
+    params: dict
+
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+        self.api_key = kwargs.get('api_key')
+        self.api_base = kwargs.get('api_base')
+        self.model = kwargs.get('model')
+        self.params = kwargs.get('params')
+
+    @staticmethod
+    def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
+        optional_params = {'params': {'voice': 'alloy'}}
+        for key, value in model_kwargs.items():
+            if key not in ['model_id', 'use_local', 'streaming']:
+                optional_params['params'][key] = value
+        return SiliconCloudTextToSpeech(
+            model=model_name,
+            api_base=model_credential.get('api_base'),
+            api_key=model_credential.get('api_key'),
+            **optional_params,
+        )
+
+    def check_auth(self):
+        client = OpenAI(
+            base_url=self.api_base,
+            api_key=self.api_key
+        )
+        response_list = client.models.with_raw_response.list()
+        # print(response_list)
+
+    def text_to_speech(self, text):
+        client = OpenAI(
+            base_url=self.api_base,
+            api_key=self.api_key
+        )
+        text = _remove_empty_lines(text)
+        with client.audio.speech.with_streaming_response.create(
+                model=self.model,
+                input=text,
+                **self.params
+        ) as response:
+            return response.read()
+
+    def is_cache_model(self):
+        return False

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

@@ -0,0 +1,137 @@
+# coding=utf-8
+"""
+    @project: maxkb
+    @Author：虎
+    @file： openai_model_provider.py
+    @date：2024/3/28 16:26
+    @desc:
+"""
+import os
+
+from common.util.file_util import get_file_content
+from setting.models_provider.base_model_provider import IModelProvider, ModelProvideInfo, ModelInfo, \
+    ModelTypeConst, ModelInfoManage
+from setting.models_provider.impl.siliconCloud_model_provider.credential.embedding import \
+    SiliconCloudEmbeddingCredential
+from setting.models_provider.impl.siliconCloud_model_provider.credential.llm import SiliconCloudLLMModelCredential
+from setting.models_provider.impl.siliconCloud_model_provider.credential.reranker import SiliconCloudRerankerCredential
+from setting.models_provider.impl.siliconCloud_model_provider.credential.stt import SiliconCloudSTTModelCredential
+from setting.models_provider.impl.siliconCloud_model_provider.credential.tti import \
+    SiliconCloudTextToImageModelCredential
+from setting.models_provider.impl.siliconCloud_model_provider.model.embedding import SiliconCloudEmbeddingModel
+from setting.models_provider.impl.siliconCloud_model_provider.model.llm import SiliconCloudChatModel
+from setting.models_provider.impl.siliconCloud_model_provider.model.reranker import SiliconCloudReranker
+from setting.models_provider.impl.siliconCloud_model_provider.model.stt import SiliconCloudSpeechToText
+from setting.models_provider.impl.siliconCloud_model_provider.model.tti import SiliconCloudTextToImage
+from smartdoc.conf import PROJECT_DIR
+from django.utils.translation import gettext_lazy as _
+
+openai_llm_model_credential = SiliconCloudLLMModelCredential()
+openai_stt_model_credential = SiliconCloudSTTModelCredential()
+openai_reranker_model_credential = SiliconCloudRerankerCredential()
+openai_tti_model_credential = SiliconCloudTextToImageModelCredential()
+model_info_list = [
+    ModelInfo('deepseek-ai/DeepSeek-R1-Distill-Llama-8B', '', ModelTypeConst.LLM,
+              openai_llm_model_credential, SiliconCloudChatModel
+              ),
+    ModelInfo('deepseek-ai/DeepSeek-R1-Distill-Qwen-7B', '', ModelTypeConst.LLM,
+              openai_llm_model_credential,
+              SiliconCloudChatModel),
+    ModelInfo('deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B', '',
+              ModelTypeConst.LLM, openai_llm_model_credential,
+              SiliconCloudChatModel),
+    ModelInfo('Qwen/Qwen2.5-7B-Instruct',
+              '',
+              ModelTypeConst.LLM, openai_llm_model_credential,
+              SiliconCloudChatModel),
+    ModelInfo('Qwen/Qwen2.5-Coder-7B-Instruct', '',
+              ModelTypeConst.LLM, openai_llm_model_credential,
+              SiliconCloudChatModel),
+    ModelInfo('internlm/internlm2_5-7b-chat', '',
+              ModelTypeConst.LLM, openai_llm_model_credential,
+              SiliconCloudChatModel),
+    ModelInfo('Qwen/Qwen2-1.5B-Instruct', '',
+              ModelTypeConst.LLM, openai_llm_model_credential,
+              SiliconCloudChatModel),
+    ModelInfo('THUDM/glm-4-9b-chat', '',
+              ModelTypeConst.LLM, openai_llm_model_credential,
+              SiliconCloudChatModel),
+    ModelInfo('FunAudioLLM/SenseVoiceSmall', '',
+              ModelTypeConst.STT, openai_stt_model_credential,
+              SiliconCloudSpeechToText),
+]
+open_ai_embedding_credential = SiliconCloudEmbeddingCredential()
+model_info_embedding_list = [
+    ModelInfo('netease-youdao/bce-embedding-base_v1', '',
+              ModelTypeConst.EMBEDDING, open_ai_embedding_credential,
+              SiliconCloudEmbeddingModel),
+    ModelInfo('BAAI/bge-m3', '',
+              ModelTypeConst.EMBEDDING, open_ai_embedding_credential,
+              SiliconCloudEmbeddingModel),
+    ModelInfo('BAAI/bge-large-en-v1.5', '',
+              ModelTypeConst.EMBEDDING, open_ai_embedding_credential,
+              SiliconCloudEmbeddingModel),
+    ModelInfo('BAAI/bge-large-zh-v1.5', '',
+              ModelTypeConst.EMBEDDING, open_ai_embedding_credential,
+              SiliconCloudEmbeddingModel),
+]
+
+model_info_tti_list = [
+    ModelInfo('deepseek-ai/Janus-Pro-7B', '',
+              ModelTypeConst.TTI, openai_tti_model_credential,
+              SiliconCloudTextToImage),
+    ModelInfo('stabilityai/stable-diffusion-3-5-large', '',
+              ModelTypeConst.TTI, openai_tti_model_credential,
+              SiliconCloudTextToImage),
+    ModelInfo('black-forest-labs/FLUX.1-schnell', '',
+              ModelTypeConst.TTI, openai_tti_model_credential,
+              SiliconCloudTextToImage),
+    ModelInfo('stabilityai/stable-diffusion-3-medium', '',
+              ModelTypeConst.TTI, openai_tti_model_credential,
+              SiliconCloudTextToImage),
+    ModelInfo('stabilityai/stable-diffusion-xl-base-1.0', '',
+              ModelTypeConst.TTI, openai_tti_model_credential,
+              SiliconCloudTextToImage),
+    ModelInfo('stabilityai/stable-diffusion-2-1', '',
+              ModelTypeConst.TTI, openai_tti_model_credential,
+              SiliconCloudTextToImage),
+]
+model_rerank_list = [
+    ModelInfo('netease-youdao/bce-reranker-base_v1', '', ModelTypeConst.RERANKER,
+              openai_reranker_model_credential, SiliconCloudReranker
+              ),
+    ModelInfo('BAAI/bge-reranker-v2-m3', '', ModelTypeConst.RERANKER,
+              openai_reranker_model_credential, SiliconCloudReranker
+              ),
+]
+model_info_manage = (
+    ModelInfoManage.builder()
+    .append_model_info_list(model_info_list)
+    .append_default_model_info(
+        ModelInfo('gpt-3.5-turbo', _('The latest gpt-3.5-turbo, updated with OpenAI adjustments'), ModelTypeConst.LLM,
+                  openai_llm_model_credential, SiliconCloudChatModel
+                  ))
+    .append_model_info_list(model_info_embedding_list)
+    .append_default_model_info(model_info_embedding_list[0])
+    .append_model_info_list(model_info_tti_list)
+    .append_default_model_info(model_info_tti_list[0])
+    .append_default_model_info(ModelInfo('whisper-1', '',
+                                         ModelTypeConst.STT, openai_stt_model_credential,
+                                         SiliconCloudSpeechToText))
+    .append_model_info_list(model_rerank_list)
+    .append_default_model_info(model_rerank_list[0])
+
+    .build()
+)
+
+
+class SiliconCloudModelProvider(IModelProvider):
+
+    def get_model_info_manage(self):
+        return model_info_manage
+
+    def get_model_provide_info(self):
+        return ModelProvideInfo(provider='model_siliconCloud_provider', name='SiliconCloud', icon=get_file_content(
+            os.path.join(PROJECT_DIR, "apps", "setting", 'models_provider', 'impl', 'siliconCloud_model_provider',
+                         'icon',
+                         'siliconCloud_icon_svg')))