chore(api/core): apply ruff reformatting (#7624)
This commit is contained in:
parent
178730266d
commit
2cf1187b32
724 changed files with 21180 additions and 21123 deletions
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@ -2,7 +2,7 @@ from enum import Enum
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class PlanningStrategy(Enum):
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ROUTER = 'router'
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REACT_ROUTER = 'react_router'
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REACT = 'react'
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FUNCTION_CALL = 'function_call'
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ROUTER = "router"
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REACT_ROUTER = "react_router"
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REACT = "react"
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FUNCTION_CALL = "function_call"
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@ -5,7 +5,7 @@ from pydantic import BaseModel
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class PromptMessageFileType(enum.Enum):
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IMAGE = 'image'
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IMAGE = "image"
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@staticmethod
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def value_of(value):
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@ -22,8 +22,8 @@ class PromptMessageFile(BaseModel):
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class ImagePromptMessageFile(PromptMessageFile):
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class DETAIL(enum.Enum):
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LOW = 'low'
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HIGH = 'high'
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LOW = "low"
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HIGH = "high"
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type: PromptMessageFileType = PromptMessageFileType.IMAGE
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detail: DETAIL = DETAIL.LOW
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@ -12,6 +12,7 @@ class ModelStatus(Enum):
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"""
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Enum class for model status.
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"""
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ACTIVE = "active"
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NO_CONFIGURE = "no-configure"
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QUOTA_EXCEEDED = "quota-exceeded"
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@ -23,6 +24,7 @@ class SimpleModelProviderEntity(BaseModel):
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"""
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Simple provider.
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"""
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provider: str
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label: I18nObject
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icon_small: Optional[I18nObject] = None
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@ -40,7 +42,7 @@ class SimpleModelProviderEntity(BaseModel):
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label=provider_entity.label,
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icon_small=provider_entity.icon_small,
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icon_large=provider_entity.icon_large,
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supported_model_types=provider_entity.supported_model_types
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supported_model_types=provider_entity.supported_model_types,
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)
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@ -48,6 +50,7 @@ class ProviderModelWithStatusEntity(ProviderModel):
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"""
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Model class for model response.
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"""
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status: ModelStatus
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load_balancing_enabled: bool = False
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@ -56,6 +59,7 @@ class ModelWithProviderEntity(ProviderModelWithStatusEntity):
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"""
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Model with provider entity.
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"""
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provider: SimpleModelProviderEntity
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@ -63,6 +67,7 @@ class DefaultModelProviderEntity(BaseModel):
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"""
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Default model provider entity.
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"""
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provider: str
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label: I18nObject
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icon_small: Optional[I18nObject] = None
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@ -74,6 +79,7 @@ class DefaultModelEntity(BaseModel):
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"""
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Default model entity.
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"""
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model: str
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model_type: ModelType
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provider: DefaultModelProviderEntity
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@ -47,6 +47,7 @@ class ProviderConfiguration(BaseModel):
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"""
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Model class for provider configuration.
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"""
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tenant_id: str
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provider: ProviderEntity
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preferred_provider_type: ProviderType
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@ -67,9 +68,13 @@ class ProviderConfiguration(BaseModel):
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original_provider_configurate_methods[self.provider.provider].append(configurate_method)
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if original_provider_configurate_methods[self.provider.provider] == [ConfigurateMethod.CUSTOMIZABLE_MODEL]:
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if (any(len(quota_configuration.restrict_models) > 0
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for quota_configuration in self.system_configuration.quota_configurations)
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and ConfigurateMethod.PREDEFINED_MODEL not in self.provider.configurate_methods):
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if (
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any(
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len(quota_configuration.restrict_models) > 0
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for quota_configuration in self.system_configuration.quota_configurations
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)
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and ConfigurateMethod.PREDEFINED_MODEL not in self.provider.configurate_methods
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):
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self.provider.configurate_methods.append(ConfigurateMethod.PREDEFINED_MODEL)
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def get_current_credentials(self, model_type: ModelType, model: str) -> Optional[dict]:
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@ -83,10 +88,9 @@ class ProviderConfiguration(BaseModel):
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if self.model_settings:
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# check if model is disabled by admin
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for model_setting in self.model_settings:
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if (model_setting.model_type == model_type
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and model_setting.model == model):
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if model_setting.model_type == model_type and model_setting.model == model:
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if not model_setting.enabled:
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raise ValueError(f'Model {model} is disabled.')
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raise ValueError(f"Model {model} is disabled.")
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if self.using_provider_type == ProviderType.SYSTEM:
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restrict_models = []
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@ -99,10 +103,12 @@ class ProviderConfiguration(BaseModel):
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copy_credentials = self.system_configuration.credentials.copy()
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if restrict_models:
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for restrict_model in restrict_models:
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if (restrict_model.model_type == model_type
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and restrict_model.model == model
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and restrict_model.base_model_name):
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copy_credentials['base_model_name'] = restrict_model.base_model_name
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if (
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restrict_model.model_type == model_type
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and restrict_model.model == model
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and restrict_model.base_model_name
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):
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copy_credentials["base_model_name"] = restrict_model.base_model_name
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return copy_credentials
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else:
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@ -128,20 +134,21 @@ class ProviderConfiguration(BaseModel):
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current_quota_type = self.system_configuration.current_quota_type
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current_quota_configuration = next(
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(q for q in self.system_configuration.quota_configurations if q.quota_type == current_quota_type),
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None
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(q for q in self.system_configuration.quota_configurations if q.quota_type == current_quota_type), None
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)
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return SystemConfigurationStatus.ACTIVE if current_quota_configuration.is_valid else \
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SystemConfigurationStatus.QUOTA_EXCEEDED
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return (
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SystemConfigurationStatus.ACTIVE
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if current_quota_configuration.is_valid
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else SystemConfigurationStatus.QUOTA_EXCEEDED
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)
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def is_custom_configuration_available(self) -> bool:
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"""
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Check custom configuration available.
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:return:
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"""
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return (self.custom_configuration.provider is not None
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or len(self.custom_configuration.models) > 0)
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return self.custom_configuration.provider is not None or len(self.custom_configuration.models) > 0
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def get_custom_credentials(self, obfuscated: bool = False) -> Optional[dict]:
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"""
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@ -161,7 +168,8 @@ class ProviderConfiguration(BaseModel):
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return self.obfuscated_credentials(
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credentials=credentials,
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credential_form_schemas=self.provider.provider_credential_schema.credential_form_schemas
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if self.provider.provider_credential_schema else []
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if self.provider.provider_credential_schema
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else [],
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)
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def custom_credentials_validate(self, credentials: dict) -> tuple[Provider, dict]:
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@ -171,17 +179,21 @@ class ProviderConfiguration(BaseModel):
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:return:
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"""
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# get provider
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provider_record = db.session.query(Provider) \
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provider_record = (
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db.session.query(Provider)
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.filter(
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Provider.tenant_id == self.tenant_id,
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Provider.provider_name == self.provider.provider,
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Provider.provider_type == ProviderType.CUSTOM.value
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).first()
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Provider.tenant_id == self.tenant_id,
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Provider.provider_name == self.provider.provider,
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Provider.provider_type == ProviderType.CUSTOM.value,
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)
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.first()
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)
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# Get provider credential secret variables
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provider_credential_secret_variables = self.extract_secret_variables(
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self.provider.provider_credential_schema.credential_form_schemas
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if self.provider.provider_credential_schema else []
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if self.provider.provider_credential_schema
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else []
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)
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if provider_record:
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@ -189,9 +201,7 @@ class ProviderConfiguration(BaseModel):
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# fix origin data
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if provider_record.encrypted_config:
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if not provider_record.encrypted_config.startswith("{"):
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original_credentials = {
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"openai_api_key": provider_record.encrypted_config
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}
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original_credentials = {"openai_api_key": provider_record.encrypted_config}
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else:
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original_credentials = json.loads(provider_record.encrypted_config)
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else:
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@ -207,8 +217,7 @@ class ProviderConfiguration(BaseModel):
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credentials[key] = encrypter.decrypt_token(self.tenant_id, original_credentials[key])
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credentials = model_provider_factory.provider_credentials_validate(
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provider=self.provider.provider,
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credentials=credentials
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provider=self.provider.provider, credentials=credentials
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)
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for key, value in credentials.items():
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@ -239,15 +248,13 @@ class ProviderConfiguration(BaseModel):
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provider_name=self.provider.provider,
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provider_type=ProviderType.CUSTOM.value,
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encrypted_config=json.dumps(credentials),
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is_valid=True
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is_valid=True,
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)
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db.session.add(provider_record)
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db.session.commit()
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provider_model_credentials_cache = ProviderCredentialsCache(
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tenant_id=self.tenant_id,
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identity_id=provider_record.id,
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cache_type=ProviderCredentialsCacheType.PROVIDER
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tenant_id=self.tenant_id, identity_id=provider_record.id, cache_type=ProviderCredentialsCacheType.PROVIDER
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)
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provider_model_credentials_cache.delete()
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@ -260,12 +267,15 @@ class ProviderConfiguration(BaseModel):
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:return:
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"""
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# get provider
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provider_record = db.session.query(Provider) \
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provider_record = (
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db.session.query(Provider)
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.filter(
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Provider.tenant_id == self.tenant_id,
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Provider.provider_name == self.provider.provider,
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Provider.provider_type == ProviderType.CUSTOM.value
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).first()
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Provider.tenant_id == self.tenant_id,
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Provider.provider_name == self.provider.provider,
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Provider.provider_type == ProviderType.CUSTOM.value,
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)
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.first()
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)
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# delete provider
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if provider_record:
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@ -277,13 +287,14 @@ class ProviderConfiguration(BaseModel):
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provider_model_credentials_cache = ProviderCredentialsCache(
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tenant_id=self.tenant_id,
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identity_id=provider_record.id,
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cache_type=ProviderCredentialsCacheType.PROVIDER
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cache_type=ProviderCredentialsCacheType.PROVIDER,
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)
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provider_model_credentials_cache.delete()
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def get_custom_model_credentials(self, model_type: ModelType, model: str, obfuscated: bool = False) \
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-> Optional[dict]:
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def get_custom_model_credentials(
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self, model_type: ModelType, model: str, obfuscated: bool = False
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) -> Optional[dict]:
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"""
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Get custom model credentials.
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@ -305,13 +316,15 @@ class ProviderConfiguration(BaseModel):
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return self.obfuscated_credentials(
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credentials=credentials,
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credential_form_schemas=self.provider.model_credential_schema.credential_form_schemas
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if self.provider.model_credential_schema else []
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if self.provider.model_credential_schema
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else [],
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)
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return None
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def custom_model_credentials_validate(self, model_type: ModelType, model: str, credentials: dict) \
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-> tuple[ProviderModel, dict]:
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def custom_model_credentials_validate(
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self, model_type: ModelType, model: str, credentials: dict
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) -> tuple[ProviderModel, dict]:
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"""
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Validate custom model credentials.
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@ -321,24 +334,29 @@ class ProviderConfiguration(BaseModel):
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:return:
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"""
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# get provider model
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provider_model_record = db.session.query(ProviderModel) \
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provider_model_record = (
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db.session.query(ProviderModel)
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.filter(
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ProviderModel.tenant_id == self.tenant_id,
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ProviderModel.provider_name == self.provider.provider,
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ProviderModel.model_name == model,
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ProviderModel.model_type == model_type.to_origin_model_type()
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).first()
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ProviderModel.tenant_id == self.tenant_id,
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ProviderModel.provider_name == self.provider.provider,
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ProviderModel.model_name == model,
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ProviderModel.model_type == model_type.to_origin_model_type(),
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)
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.first()
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)
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# Get provider credential secret variables
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provider_credential_secret_variables = self.extract_secret_variables(
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self.provider.model_credential_schema.credential_form_schemas
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if self.provider.model_credential_schema else []
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if self.provider.model_credential_schema
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else []
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)
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if provider_model_record:
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try:
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original_credentials = json.loads(
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provider_model_record.encrypted_config) if provider_model_record.encrypted_config else {}
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original_credentials = (
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json.loads(provider_model_record.encrypted_config) if provider_model_record.encrypted_config else {}
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)
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except JSONDecodeError:
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original_credentials = {}
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@ -350,10 +368,7 @@ class ProviderConfiguration(BaseModel):
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credentials[key] = encrypter.decrypt_token(self.tenant_id, original_credentials[key])
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credentials = model_provider_factory.model_credentials_validate(
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provider=self.provider.provider,
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model_type=model_type,
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model=model,
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credentials=credentials
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provider=self.provider.provider, model_type=model_type, model=model, credentials=credentials
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)
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for key, value in credentials.items():
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@ -388,7 +403,7 @@ class ProviderConfiguration(BaseModel):
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model_name=model,
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model_type=model_type.to_origin_model_type(),
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encrypted_config=json.dumps(credentials),
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is_valid=True
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is_valid=True,
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)
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db.session.add(provider_model_record)
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db.session.commit()
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@ -396,7 +411,7 @@ class ProviderConfiguration(BaseModel):
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provider_model_credentials_cache = ProviderCredentialsCache(
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tenant_id=self.tenant_id,
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identity_id=provider_model_record.id,
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cache_type=ProviderCredentialsCacheType.MODEL
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cache_type=ProviderCredentialsCacheType.MODEL,
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)
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provider_model_credentials_cache.delete()
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@ -409,13 +424,16 @@ class ProviderConfiguration(BaseModel):
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:return:
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"""
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# get provider model
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provider_model_record = db.session.query(ProviderModel) \
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provider_model_record = (
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db.session.query(ProviderModel)
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.filter(
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ProviderModel.tenant_id == self.tenant_id,
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ProviderModel.provider_name == self.provider.provider,
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ProviderModel.model_name == model,
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ProviderModel.model_type == model_type.to_origin_model_type()
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).first()
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ProviderModel.tenant_id == self.tenant_id,
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ProviderModel.provider_name == self.provider.provider,
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ProviderModel.model_name == model,
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ProviderModel.model_type == model_type.to_origin_model_type(),
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)
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.first()
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)
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# delete provider model
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if provider_model_record:
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@ -425,7 +443,7 @@ class ProviderConfiguration(BaseModel):
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provider_model_credentials_cache = ProviderCredentialsCache(
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tenant_id=self.tenant_id,
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identity_id=provider_model_record.id,
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cache_type=ProviderCredentialsCacheType.MODEL
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cache_type=ProviderCredentialsCacheType.MODEL,
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)
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provider_model_credentials_cache.delete()
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@ -437,13 +455,16 @@ class ProviderConfiguration(BaseModel):
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:param model: model name
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:return:
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"""
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model_setting = db.session.query(ProviderModelSetting) \
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model_setting = (
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db.session.query(ProviderModelSetting)
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.filter(
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ProviderModelSetting.tenant_id == self.tenant_id,
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ProviderModelSetting.provider_name == self.provider.provider,
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ProviderModelSetting.model_type == model_type.to_origin_model_type(),
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ProviderModelSetting.model_name == model
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).first()
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ProviderModelSetting.tenant_id == self.tenant_id,
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ProviderModelSetting.provider_name == self.provider.provider,
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ProviderModelSetting.model_type == model_type.to_origin_model_type(),
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ProviderModelSetting.model_name == model,
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)
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.first()
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)
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if model_setting:
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model_setting.enabled = True
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@ -455,7 +476,7 @@ class ProviderConfiguration(BaseModel):
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provider_name=self.provider.provider,
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model_type=model_type.to_origin_model_type(),
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model_name=model,
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enabled=True
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enabled=True,
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)
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db.session.add(model_setting)
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db.session.commit()
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@ -469,13 +490,16 @@ class ProviderConfiguration(BaseModel):
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:param model: model name
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:return:
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"""
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model_setting = db.session.query(ProviderModelSetting) \
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model_setting = (
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db.session.query(ProviderModelSetting)
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.filter(
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ProviderModelSetting.tenant_id == self.tenant_id,
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ProviderModelSetting.provider_name == self.provider.provider,
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ProviderModelSetting.model_type == model_type.to_origin_model_type(),
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ProviderModelSetting.model_name == model
|
||||
).first()
|
||||
ProviderModelSetting.tenant_id == self.tenant_id,
|
||||
ProviderModelSetting.provider_name == self.provider.provider,
|
||||
ProviderModelSetting.model_type == model_type.to_origin_model_type(),
|
||||
ProviderModelSetting.model_name == model,
|
||||
)
|
||||
.first()
|
||||
)
|
||||
|
||||
if model_setting:
|
||||
model_setting.enabled = False
|
||||
|
|
@ -487,7 +511,7 @@ class ProviderConfiguration(BaseModel):
|
|||
provider_name=self.provider.provider,
|
||||
model_type=model_type.to_origin_model_type(),
|
||||
model_name=model,
|
||||
enabled=False
|
||||
enabled=False,
|
||||
)
|
||||
db.session.add(model_setting)
|
||||
db.session.commit()
|
||||
|
|
@ -501,13 +525,16 @@ class ProviderConfiguration(BaseModel):
|
|||
:param model: model name
|
||||
:return:
|
||||
"""
|
||||
return db.session.query(ProviderModelSetting) \
|
||||
return (
|
||||
db.session.query(ProviderModelSetting)
|
||||
.filter(
|
||||
ProviderModelSetting.tenant_id == self.tenant_id,
|
||||
ProviderModelSetting.provider_name == self.provider.provider,
|
||||
ProviderModelSetting.model_type == model_type.to_origin_model_type(),
|
||||
ProviderModelSetting.model_name == model
|
||||
).first()
|
||||
ProviderModelSetting.tenant_id == self.tenant_id,
|
||||
ProviderModelSetting.provider_name == self.provider.provider,
|
||||
ProviderModelSetting.model_type == model_type.to_origin_model_type(),
|
||||
ProviderModelSetting.model_name == model,
|
||||
)
|
||||
.first()
|
||||
)
|
||||
|
||||
def enable_model_load_balancing(self, model_type: ModelType, model: str) -> ProviderModelSetting:
|
||||
"""
|
||||
|
|
@ -516,24 +543,30 @@ class ProviderConfiguration(BaseModel):
|
|||
:param model: model name
|
||||
:return:
|
||||
"""
|
||||
load_balancing_config_count = db.session.query(LoadBalancingModelConfig) \
|
||||
load_balancing_config_count = (
|
||||
db.session.query(LoadBalancingModelConfig)
|
||||
.filter(
|
||||
LoadBalancingModelConfig.tenant_id == self.tenant_id,
|
||||
LoadBalancingModelConfig.provider_name == self.provider.provider,
|
||||
LoadBalancingModelConfig.model_type == model_type.to_origin_model_type(),
|
||||
LoadBalancingModelConfig.model_name == model
|
||||
).count()
|
||||
LoadBalancingModelConfig.tenant_id == self.tenant_id,
|
||||
LoadBalancingModelConfig.provider_name == self.provider.provider,
|
||||
LoadBalancingModelConfig.model_type == model_type.to_origin_model_type(),
|
||||
LoadBalancingModelConfig.model_name == model,
|
||||
)
|
||||
.count()
|
||||
)
|
||||
|
||||
if load_balancing_config_count <= 1:
|
||||
raise ValueError('Model load balancing configuration must be more than 1.')
|
||||
raise ValueError("Model load balancing configuration must be more than 1.")
|
||||
|
||||
model_setting = db.session.query(ProviderModelSetting) \
|
||||
model_setting = (
|
||||
db.session.query(ProviderModelSetting)
|
||||
.filter(
|
||||
ProviderModelSetting.tenant_id == self.tenant_id,
|
||||
ProviderModelSetting.provider_name == self.provider.provider,
|
||||
ProviderModelSetting.model_type == model_type.to_origin_model_type(),
|
||||
ProviderModelSetting.model_name == model
|
||||
).first()
|
||||
ProviderModelSetting.tenant_id == self.tenant_id,
|
||||
ProviderModelSetting.provider_name == self.provider.provider,
|
||||
ProviderModelSetting.model_type == model_type.to_origin_model_type(),
|
||||
ProviderModelSetting.model_name == model,
|
||||
)
|
||||
.first()
|
||||
)
|
||||
|
||||
if model_setting:
|
||||
model_setting.load_balancing_enabled = True
|
||||
|
|
@ -545,7 +578,7 @@ class ProviderConfiguration(BaseModel):
|
|||
provider_name=self.provider.provider,
|
||||
model_type=model_type.to_origin_model_type(),
|
||||
model_name=model,
|
||||
load_balancing_enabled=True
|
||||
load_balancing_enabled=True,
|
||||
)
|
||||
db.session.add(model_setting)
|
||||
db.session.commit()
|
||||
|
|
@ -559,13 +592,16 @@ class ProviderConfiguration(BaseModel):
|
|||
:param model: model name
|
||||
:return:
|
||||
"""
|
||||
model_setting = db.session.query(ProviderModelSetting) \
|
||||
model_setting = (
|
||||
db.session.query(ProviderModelSetting)
|
||||
.filter(
|
||||
ProviderModelSetting.tenant_id == self.tenant_id,
|
||||
ProviderModelSetting.provider_name == self.provider.provider,
|
||||
ProviderModelSetting.model_type == model_type.to_origin_model_type(),
|
||||
ProviderModelSetting.model_name == model
|
||||
).first()
|
||||
ProviderModelSetting.tenant_id == self.tenant_id,
|
||||
ProviderModelSetting.provider_name == self.provider.provider,
|
||||
ProviderModelSetting.model_type == model_type.to_origin_model_type(),
|
||||
ProviderModelSetting.model_name == model,
|
||||
)
|
||||
.first()
|
||||
)
|
||||
|
||||
if model_setting:
|
||||
model_setting.load_balancing_enabled = False
|
||||
|
|
@ -577,7 +613,7 @@ class ProviderConfiguration(BaseModel):
|
|||
provider_name=self.provider.provider,
|
||||
model_type=model_type.to_origin_model_type(),
|
||||
model_name=model,
|
||||
load_balancing_enabled=False
|
||||
load_balancing_enabled=False,
|
||||
)
|
||||
db.session.add(model_setting)
|
||||
db.session.commit()
|
||||
|
|
@ -617,11 +653,14 @@ class ProviderConfiguration(BaseModel):
|
|||
return
|
||||
|
||||
# get preferred provider
|
||||
preferred_model_provider = db.session.query(TenantPreferredModelProvider) \
|
||||
preferred_model_provider = (
|
||||
db.session.query(TenantPreferredModelProvider)
|
||||
.filter(
|
||||
TenantPreferredModelProvider.tenant_id == self.tenant_id,
|
||||
TenantPreferredModelProvider.provider_name == self.provider.provider
|
||||
).first()
|
||||
TenantPreferredModelProvider.tenant_id == self.tenant_id,
|
||||
TenantPreferredModelProvider.provider_name == self.provider.provider,
|
||||
)
|
||||
.first()
|
||||
)
|
||||
|
||||
if preferred_model_provider:
|
||||
preferred_model_provider.preferred_provider_type = provider_type.value
|
||||
|
|
@ -629,7 +668,7 @@ class ProviderConfiguration(BaseModel):
|
|||
preferred_model_provider = TenantPreferredModelProvider(
|
||||
tenant_id=self.tenant_id,
|
||||
provider_name=self.provider.provider,
|
||||
preferred_provider_type=provider_type.value
|
||||
preferred_provider_type=provider_type.value,
|
||||
)
|
||||
db.session.add(preferred_model_provider)
|
||||
|
||||
|
|
@ -658,9 +697,7 @@ class ProviderConfiguration(BaseModel):
|
|||
:return:
|
||||
"""
|
||||
# Get provider credential secret variables
|
||||
credential_secret_variables = self.extract_secret_variables(
|
||||
credential_form_schemas
|
||||
)
|
||||
credential_secret_variables = self.extract_secret_variables(credential_form_schemas)
|
||||
|
||||
# Obfuscate provider credentials
|
||||
copy_credentials = credentials.copy()
|
||||
|
|
@ -670,9 +707,9 @@ class ProviderConfiguration(BaseModel):
|
|||
|
||||
return copy_credentials
|
||||
|
||||
def get_provider_model(self, model_type: ModelType,
|
||||
model: str,
|
||||
only_active: bool = False) -> Optional[ModelWithProviderEntity]:
|
||||
def get_provider_model(
|
||||
self, model_type: ModelType, model: str, only_active: bool = False
|
||||
) -> Optional[ModelWithProviderEntity]:
|
||||
"""
|
||||
Get provider model.
|
||||
:param model_type: model type
|
||||
|
|
@ -688,8 +725,9 @@ class ProviderConfiguration(BaseModel):
|
|||
|
||||
return None
|
||||
|
||||
def get_provider_models(self, model_type: Optional[ModelType] = None,
|
||||
only_active: bool = False) -> list[ModelWithProviderEntity]:
|
||||
def get_provider_models(
|
||||
self, model_type: Optional[ModelType] = None, only_active: bool = False
|
||||
) -> list[ModelWithProviderEntity]:
|
||||
"""
|
||||
Get provider models.
|
||||
:param model_type: model type
|
||||
|
|
@ -711,15 +749,11 @@ class ProviderConfiguration(BaseModel):
|
|||
|
||||
if self.using_provider_type == ProviderType.SYSTEM:
|
||||
provider_models = self._get_system_provider_models(
|
||||
model_types=model_types,
|
||||
provider_instance=provider_instance,
|
||||
model_setting_map=model_setting_map
|
||||
model_types=model_types, provider_instance=provider_instance, model_setting_map=model_setting_map
|
||||
)
|
||||
else:
|
||||
provider_models = self._get_custom_provider_models(
|
||||
model_types=model_types,
|
||||
provider_instance=provider_instance,
|
||||
model_setting_map=model_setting_map
|
||||
model_types=model_types, provider_instance=provider_instance, model_setting_map=model_setting_map
|
||||
)
|
||||
|
||||
if only_active:
|
||||
|
|
@ -728,11 +762,12 @@ class ProviderConfiguration(BaseModel):
|
|||
# resort provider_models
|
||||
return sorted(provider_models, key=lambda x: x.model_type.value)
|
||||
|
||||
def _get_system_provider_models(self,
|
||||
model_types: list[ModelType],
|
||||
provider_instance: ModelProvider,
|
||||
model_setting_map: dict[ModelType, dict[str, ModelSettings]]) \
|
||||
-> list[ModelWithProviderEntity]:
|
||||
def _get_system_provider_models(
|
||||
self,
|
||||
model_types: list[ModelType],
|
||||
provider_instance: ModelProvider,
|
||||
model_setting_map: dict[ModelType, dict[str, ModelSettings]],
|
||||
) -> list[ModelWithProviderEntity]:
|
||||
"""
|
||||
Get system provider models.
|
||||
|
||||
|
|
@ -760,7 +795,7 @@ class ProviderConfiguration(BaseModel):
|
|||
model_properties=m.model_properties,
|
||||
deprecated=m.deprecated,
|
||||
provider=SimpleModelProviderEntity(self.provider),
|
||||
status=status
|
||||
status=status,
|
||||
)
|
||||
)
|
||||
|
||||
|
|
@ -783,23 +818,20 @@ class ProviderConfiguration(BaseModel):
|
|||
|
||||
if should_use_custom_model:
|
||||
if original_provider_configurate_methods[self.provider.provider] == [
|
||||
ConfigurateMethod.CUSTOMIZABLE_MODEL]:
|
||||
ConfigurateMethod.CUSTOMIZABLE_MODEL
|
||||
]:
|
||||
# only customizable model
|
||||
for restrict_model in restrict_models:
|
||||
copy_credentials = self.system_configuration.credentials.copy()
|
||||
if restrict_model.base_model_name:
|
||||
copy_credentials['base_model_name'] = restrict_model.base_model_name
|
||||
copy_credentials["base_model_name"] = restrict_model.base_model_name
|
||||
|
||||
try:
|
||||
custom_model_schema = (
|
||||
provider_instance.get_model_instance(restrict_model.model_type)
|
||||
.get_customizable_model_schema_from_credentials(
|
||||
restrict_model.model,
|
||||
copy_credentials
|
||||
)
|
||||
)
|
||||
custom_model_schema = provider_instance.get_model_instance(
|
||||
restrict_model.model_type
|
||||
).get_customizable_model_schema_from_credentials(restrict_model.model, copy_credentials)
|
||||
except Exception as ex:
|
||||
logger.warning(f'get custom model schema failed, {ex}')
|
||||
logger.warning(f"get custom model schema failed, {ex}")
|
||||
continue
|
||||
|
||||
if not custom_model_schema:
|
||||
|
|
@ -809,8 +841,10 @@ class ProviderConfiguration(BaseModel):
|
|||
continue
|
||||
|
||||
status = ModelStatus.ACTIVE
|
||||
if (custom_model_schema.model_type in model_setting_map
|
||||
and custom_model_schema.model in model_setting_map[custom_model_schema.model_type]):
|
||||
if (
|
||||
custom_model_schema.model_type in model_setting_map
|
||||
and custom_model_schema.model in model_setting_map[custom_model_schema.model_type]
|
||||
):
|
||||
model_setting = model_setting_map[custom_model_schema.model_type][custom_model_schema.model]
|
||||
if model_setting.enabled is False:
|
||||
status = ModelStatus.DISABLED
|
||||
|
|
@ -825,7 +859,7 @@ class ProviderConfiguration(BaseModel):
|
|||
model_properties=custom_model_schema.model_properties,
|
||||
deprecated=custom_model_schema.deprecated,
|
||||
provider=SimpleModelProviderEntity(self.provider),
|
||||
status=status
|
||||
status=status,
|
||||
)
|
||||
)
|
||||
|
||||
|
|
@ -839,11 +873,12 @@ class ProviderConfiguration(BaseModel):
|
|||
|
||||
return provider_models
|
||||
|
||||
def _get_custom_provider_models(self,
|
||||
model_types: list[ModelType],
|
||||
provider_instance: ModelProvider,
|
||||
model_setting_map: dict[ModelType, dict[str, ModelSettings]]) \
|
||||
-> list[ModelWithProviderEntity]:
|
||||
def _get_custom_provider_models(
|
||||
self,
|
||||
model_types: list[ModelType],
|
||||
provider_instance: ModelProvider,
|
||||
model_setting_map: dict[ModelType, dict[str, ModelSettings]],
|
||||
) -> list[ModelWithProviderEntity]:
|
||||
"""
|
||||
Get custom provider models.
|
||||
|
||||
|
|
@ -885,7 +920,7 @@ class ProviderConfiguration(BaseModel):
|
|||
deprecated=m.deprecated,
|
||||
provider=SimpleModelProviderEntity(self.provider),
|
||||
status=status,
|
||||
load_balancing_enabled=load_balancing_enabled
|
||||
load_balancing_enabled=load_balancing_enabled,
|
||||
)
|
||||
)
|
||||
|
||||
|
|
@ -895,15 +930,13 @@ class ProviderConfiguration(BaseModel):
|
|||
continue
|
||||
|
||||
try:
|
||||
custom_model_schema = (
|
||||
provider_instance.get_model_instance(model_configuration.model_type)
|
||||
.get_customizable_model_schema_from_credentials(
|
||||
model_configuration.model,
|
||||
model_configuration.credentials
|
||||
)
|
||||
custom_model_schema = provider_instance.get_model_instance(
|
||||
model_configuration.model_type
|
||||
).get_customizable_model_schema_from_credentials(
|
||||
model_configuration.model, model_configuration.credentials
|
||||
)
|
||||
except Exception as ex:
|
||||
logger.warning(f'get custom model schema failed, {ex}')
|
||||
logger.warning(f"get custom model schema failed, {ex}")
|
||||
continue
|
||||
|
||||
if not custom_model_schema:
|
||||
|
|
@ -911,8 +944,10 @@ class ProviderConfiguration(BaseModel):
|
|||
|
||||
status = ModelStatus.ACTIVE
|
||||
load_balancing_enabled = False
|
||||
if (custom_model_schema.model_type in model_setting_map
|
||||
and custom_model_schema.model in model_setting_map[custom_model_schema.model_type]):
|
||||
if (
|
||||
custom_model_schema.model_type in model_setting_map
|
||||
and custom_model_schema.model in model_setting_map[custom_model_schema.model_type]
|
||||
):
|
||||
model_setting = model_setting_map[custom_model_schema.model_type][custom_model_schema.model]
|
||||
if model_setting.enabled is False:
|
||||
status = ModelStatus.DISABLED
|
||||
|
|
@ -931,7 +966,7 @@ class ProviderConfiguration(BaseModel):
|
|||
deprecated=custom_model_schema.deprecated,
|
||||
provider=SimpleModelProviderEntity(self.provider),
|
||||
status=status,
|
||||
load_balancing_enabled=load_balancing_enabled
|
||||
load_balancing_enabled=load_balancing_enabled,
|
||||
)
|
||||
)
|
||||
|
||||
|
|
@ -942,17 +977,16 @@ class ProviderConfigurations(BaseModel):
|
|||
"""
|
||||
Model class for provider configuration dict.
|
||||
"""
|
||||
|
||||
tenant_id: str
|
||||
configurations: dict[str, ProviderConfiguration] = {}
|
||||
|
||||
def __init__(self, tenant_id: str):
|
||||
super().__init__(tenant_id=tenant_id)
|
||||
|
||||
def get_models(self,
|
||||
provider: Optional[str] = None,
|
||||
model_type: Optional[ModelType] = None,
|
||||
only_active: bool = False) \
|
||||
-> list[ModelWithProviderEntity]:
|
||||
def get_models(
|
||||
self, provider: Optional[str] = None, model_type: Optional[ModelType] = None, only_active: bool = False
|
||||
) -> list[ModelWithProviderEntity]:
|
||||
"""
|
||||
Get available models.
|
||||
|
||||
|
|
@ -1019,10 +1053,10 @@ class ProviderModelBundle(BaseModel):
|
|||
"""
|
||||
Provider model bundle.
|
||||
"""
|
||||
|
||||
configuration: ProviderConfiguration
|
||||
provider_instance: ModelProvider
|
||||
model_type_instance: AIModel
|
||||
|
||||
# pydantic configs
|
||||
model_config = ConfigDict(arbitrary_types_allowed=True,
|
||||
protected_namespaces=())
|
||||
model_config = ConfigDict(arbitrary_types_allowed=True, protected_namespaces=())
|
||||
|
|
|
|||
|
|
@ -8,18 +8,19 @@ from models.provider import ProviderQuotaType
|
|||
|
||||
|
||||
class QuotaUnit(Enum):
|
||||
TIMES = 'times'
|
||||
TOKENS = 'tokens'
|
||||
CREDITS = 'credits'
|
||||
TIMES = "times"
|
||||
TOKENS = "tokens"
|
||||
CREDITS = "credits"
|
||||
|
||||
|
||||
class SystemConfigurationStatus(Enum):
|
||||
"""
|
||||
Enum class for system configuration status.
|
||||
"""
|
||||
ACTIVE = 'active'
|
||||
QUOTA_EXCEEDED = 'quota-exceeded'
|
||||
UNSUPPORTED = 'unsupported'
|
||||
|
||||
ACTIVE = "active"
|
||||
QUOTA_EXCEEDED = "quota-exceeded"
|
||||
UNSUPPORTED = "unsupported"
|
||||
|
||||
|
||||
class RestrictModel(BaseModel):
|
||||
|
|
@ -35,6 +36,7 @@ class QuotaConfiguration(BaseModel):
|
|||
"""
|
||||
Model class for provider quota configuration.
|
||||
"""
|
||||
|
||||
quota_type: ProviderQuotaType
|
||||
quota_unit: QuotaUnit
|
||||
quota_limit: int
|
||||
|
|
@ -47,6 +49,7 @@ class SystemConfiguration(BaseModel):
|
|||
"""
|
||||
Model class for provider system configuration.
|
||||
"""
|
||||
|
||||
enabled: bool
|
||||
current_quota_type: Optional[ProviderQuotaType] = None
|
||||
quota_configurations: list[QuotaConfiguration] = []
|
||||
|
|
@ -57,6 +60,7 @@ class CustomProviderConfiguration(BaseModel):
|
|||
"""
|
||||
Model class for provider custom configuration.
|
||||
"""
|
||||
|
||||
credentials: dict
|
||||
|
||||
|
||||
|
|
@ -64,6 +68,7 @@ class CustomModelConfiguration(BaseModel):
|
|||
"""
|
||||
Model class for provider custom model configuration.
|
||||
"""
|
||||
|
||||
model: str
|
||||
model_type: ModelType
|
||||
credentials: dict
|
||||
|
|
@ -76,6 +81,7 @@ class CustomConfiguration(BaseModel):
|
|||
"""
|
||||
Model class for provider custom configuration.
|
||||
"""
|
||||
|
||||
provider: Optional[CustomProviderConfiguration] = None
|
||||
models: list[CustomModelConfiguration] = []
|
||||
|
||||
|
|
@ -84,6 +90,7 @@ class ModelLoadBalancingConfiguration(BaseModel):
|
|||
"""
|
||||
Class for model load balancing configuration.
|
||||
"""
|
||||
|
||||
id: str
|
||||
name: str
|
||||
credentials: dict
|
||||
|
|
@ -93,6 +100,7 @@ class ModelSettings(BaseModel):
|
|||
"""
|
||||
Model class for model settings.
|
||||
"""
|
||||
|
||||
model: str
|
||||
model_type: ModelType
|
||||
enabled: bool = True
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue