feat: CoresHub service is integrated into the platform.

Author: qingyangshao

apps/setting/models_provider/constants/model_provider_constants.py

@@ -21,6 +21,7 @@
 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.coreshub_model_provider.coreshub_model_provider import CoresHubModelProvider
 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 \
@@ -52,3 +53,4 @@ class ModelProvideConstants(Enum):
     aliyun_bai_lian_model_provider = AliyunBaiLianModelProvider()
     model_anthropic_provider = AnthropicModelProvider()
     model_siliconCloud_provider = SiliconCloudModelProvider()
+    model_coreshub_provider = CoresHubModelProvider()

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

@@ -0,0 +1,8 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：Qingyang
+    @file： __init__.py.py
+    @date：2025/2/11 11:11
+    @desc:
+"""

apps/setting/models_provider/impl/coreshub_model_provider/coreshub_model_provider.py

@@ -0,0 +1,103 @@
+# coding=utf-8
+"""
+    @project: maxkb
+    @Author：Qingyang
+    @file： coreshub_model_provider.py
+    @date：2025/2/11 12:11
+    @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.coreshub_model_provider.credential.embedding import CoresHubEmbeddingCredential
+from setting.models_provider.impl.coreshub_model_provider.credential.llm import CoresHubLLMModelCredential
+from setting.models_provider.impl.coreshub_model_provider.model.llm import CoresHubChatModel
+from setting.models_provider.impl.coreshub_model_provider.model.embedding import CoresHubEmbeddingModel
+from setting.models_provider.impl.coreshub_model_provider.credential.tts import CoresHubTTSModelCredential
+from setting.models_provider.impl.coreshub_model_provider.credential.stt import CoresHubSTTModelCredential
+from setting.models_provider.impl.coreshub_model_provider.model.stt import CoresHubSpeechToText
+from setting.models_provider.impl.coreshub_model_provider.model.tts import CoresHubTextToSpeech
+from smartdoc.conf import PROJECT_DIR
+from django.utils.translation import gettext as _
+
+coreshub_llm_model_credential = CoresHubLLMModelCredential()
+model_info_list = [
+    ModelInfo('DeepSeek-V3', '', ModelTypeConst.LLM,
+              coreshub_llm_model_credential, CoresHubChatModel
+              ),
+    ModelInfo('DeepSeek-R1', '', ModelTypeConst.LLM,
+              coreshub_llm_model_credential,
+              CoresHubChatModel),
+    ModelInfo('DeepSeek-R1-Distill-Llama-70B', '',
+              ModelTypeConst.LLM, coreshub_llm_model_credential,
+              CoresHubChatModel),
+    ModelInfo('DeepSeek-R1-Distill-Qwen-32B',
+              '',
+              ModelTypeConst.LLM, coreshub_llm_model_credential,
+              CoresHubChatModel),
+    ModelInfo('DeepSeek-R1-Distill-Llama-70B', '',
+              ModelTypeConst.LLM, coreshub_llm_model_credential,
+              CoresHubChatModel),
+    ModelInfo('DeepSeek-R1-Distill-Qwen-14B', '',
+              ModelTypeConst.LLM, coreshub_llm_model_credential,
+              CoresHubChatModel),
+    ModelInfo('DeepSeek-R1-Distill-Llama-8B', '',
+              ModelTypeConst.LLM, coreshub_llm_model_credential,
+              CoresHubChatModel),
+    ModelInfo('DeepSeek-R1-Distill-Qwen-7B', '',
+              ModelTypeConst.LLM, coreshub_llm_model_credential,
+              CoresHubChatModel),
+    ModelInfo('DeepSeek-R1-Distill-Qwen-1.5B', '',
+              ModelTypeConst.LLM, coreshub_llm_model_credential,
+              CoresHubChatModel),
+    ModelInfo('Qwen2-0.5B-Instruct', '',
+              ModelTypeConst.LLM, coreshub_llm_model_credential,
+              CoresHubChatModel)
+]
+
+coreshub_embedding_credential = CoresHubEmbeddingCredential()
+model_info_embedding_list = [
+    ModelInfo('bce-embedding-base_v1', '',
+              ModelTypeConst.EMBEDDING, coreshub_embedding_credential,
+              CoresHubEmbeddingModel)
+]
+
+coreshub_stt_model_credential = CoresHubSTTModelCredential()
+model_info_stt_list = [
+    ModelInfo('SenseVoiceSmall', '',
+              ModelTypeConst.STT, coreshub_stt_model_credential,
+              CoresHubSpeechToText)
+]
+
+coreshub_tts_model_credential = CoresHubTTSModelCredential()
+model_info_tts_list = [
+    ModelInfo('CosyVoice-300M', '',
+              ModelTypeConst.TTS, coreshub_tts_model_credential,
+              CoresHubTextToSpeech)
+]
+
+model_info_manage = (
+    ModelInfoManage.builder()
+    .append_model_info_list(model_info_list)
+    .append_default_model_info(model_info_list[0])
+    .append_model_info_list(model_info_embedding_list)
+    .append_default_model_info(model_info_embedding_list[0])
+    .append_model_info_list(model_info_stt_list)
+    .append_default_model_info(model_info_stt_list[0])
+    .append_model_info_list(model_info_tts_list)
+    .append_default_model_info(model_info_tts_list[0])
+    .build()
+)
+
+
+class CoresHubModelProvider(IModelProvider):
+
+    def get_model_info_manage(self):
+        return model_info_manage
+
+    def get_model_provide_info(self):
+        return ModelProvideInfo(provider='model_coreshub_provider', name='CoresHub', icon=get_file_content(
+            os.path.join(PROJECT_DIR, "apps", "setting", 'models_provider', 'impl', 'coreshub_model_provider', 'icon',
+                         'coreshub_icon_svg')))

apps/setting/models_provider/impl/coreshub_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 CoresHubEmbeddingCredential(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/coreshub_model_provider/credential/llm.py

@@ -0,0 +1,77 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：Qingyang
+    @file： llm.py
+    @date：2025/2/11 11:32
+    @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 CoresHubLLMModelParams(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 CoresHubLLMModelCredential(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 CoresHubLLMModelParams()

apps/setting/models_provider/impl/coreshub_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 CoresHubSTTModelCredential(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/coreshub_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 CoresHubTTSModelGeneralParams(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 CoresHubTTSModelCredential(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 CoresHubTTSModelGeneralParams()

apps/setting/models_provider/impl/coreshub_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 CoresHubEmbeddingModel(MaxKBBaseModel, OpenAIEmbeddings):
+    @staticmethod
+    def new_instance(model_type, model_name, model_credential: Dict[str, object], **model_kwargs):
+        return CoresHubEmbeddingModel(
+            api_key=model_credential.get('api_key'),
+            model=model_name,
+            openai_api_base=model_credential.get('api_base'),
+        )