Feat/credential policy (#25151)

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>

api/controllers/console/app/workflow.py

@@ -11,11 +11,7 @@ from werkzeug.exceptions import Forbidden, InternalServerError, NotFound
 import services
 from configs import dify_config
 from controllers.console import api
-from controllers.console.app.error import (
+from controllers.console.app.error import ConversationCompletedError, DraftWorkflowNotExist, DraftWorkflowNotSync
-    ConversationCompletedError,
-    DraftWorkflowNotExist,
-    DraftWorkflowNotSync,
-)
 from controllers.console.app.wraps import get_app_model
 from controllers.console.wraps import account_initialization_required, setup_required
 from controllers.web.error import InvokeRateLimitError as InvokeRateLimitHttpError

api/core/entities/provider_configuration.py

@@ -42,6 +42,7 @@ from models.provider import (
     ProviderType,
     TenantPreferredModelProvider,
 )
+from services.enterprise.plugin_manager_service import PluginCredentialType
 
 logger = logging.getLogger(__name__)
 
@@ -129,14 +130,38 @@ class ProviderConfiguration(BaseModel):
             return copy_credentials
         else:
             credentials = None
+            current_credential_id = None
+
             if self.custom_configuration.models:
                 for model_configuration in self.custom_configuration.models:
                     if model_configuration.model_type == model_type and model_configuration.model == model:
                         credentials = model_configuration.credentials
+                        current_credential_id = model_configuration.current_credential_id
                         break
 
             if not credentials and self.custom_configuration.provider:
                 credentials = self.custom_configuration.provider.credentials
+                current_credential_id = self.custom_configuration.provider.current_credential_id
+
+            if current_credential_id:
+                from core.helper.credential_utils import check_credential_policy_compliance
+
+                check_credential_policy_compliance(
+                    credential_id=current_credential_id,
+                    provider=self.provider.provider,
+                    credential_type=PluginCredentialType.MODEL,
+                )
+            else:
+                # no current credential id, check all available credentials
+                if self.custom_configuration.provider:
+                    for credential_configuration in self.custom_configuration.provider.available_credentials:
+                        from core.helper.credential_utils import check_credential_policy_compliance
+
+                        check_credential_policy_compliance(
+                            credential_id=credential_configuration.credential_id,
+                            provider=self.provider.provider,
+                            credential_type=PluginCredentialType.MODEL,
+                        )
 
             return credentials
 
@@ -266,7 +291,6 @@ class ProviderConfiguration(BaseModel):
         :param credential_id: if provided, return the specified credential
         :return:
         """
-
         if credential_id:
             return self._get_specific_provider_credential(credential_id)
 
@@ -738,6 +762,7 @@ class ProviderConfiguration(BaseModel):
 
         current_credential_id = credential_record.id
         current_credential_name = credential_record.credential_name
+
         credentials = self.obfuscated_credentials(
             credentials=credentials,
             credential_form_schemas=self.provider.model_credential_schema.credential_form_schemas
@@ -792,6 +817,7 @@ class ProviderConfiguration(BaseModel):
             ):
                 current_credential_id = model_configuration.current_credential_id
                 current_credential_name = model_configuration.current_credential_name
+
                 credentials = self.obfuscated_credentials(
                     credentials=model_configuration.credentials,
                     credential_form_schemas=self.provider.model_credential_schema.credential_form_schemas

api/core/entities/provider_entities.py

@@ -145,6 +145,7 @@ class ModelLoadBalancingConfiguration(BaseModel):
     name: str
     credentials: dict
     credential_source_type: str | None = None
+    credential_id: str | None = None
 
 
 class ModelSettings(BaseModel):

api/core/helper/credential_utils.py

@@ -0,0 +1,75 @@
+"""
+Credential utility functions for checking credential existence and policy compliance.
+"""
+
+from services.enterprise.plugin_manager_service import PluginCredentialType
+
+
+def is_credential_exists(credential_id: str, credential_type: "PluginCredentialType") -> bool:
+    """
+    Check if the credential still exists in the database.
+
+    :param credential_id: The credential ID to check
+    :param credential_type: The type of credential (MODEL or TOOL)
+    :return: True if credential exists, False otherwise
+    """
+    from sqlalchemy import select
+    from sqlalchemy.orm import Session
+
+    from extensions.ext_database import db
+    from models.provider import ProviderCredential, ProviderModelCredential
+    from models.tools import BuiltinToolProvider
+
+    with Session(db.engine) as session:
+        if credential_type == PluginCredentialType.MODEL:
+            # Check both pre-defined and custom model credentials using a single UNION query
+            stmt = (
+                select(ProviderCredential.id)
+                .where(ProviderCredential.id == credential_id)
+                .union(select(ProviderModelCredential.id).where(ProviderModelCredential.id == credential_id))
+            )
+            return session.scalar(stmt) is not None
+
+        if credential_type == PluginCredentialType.TOOL:
+            return (
+                session.scalar(select(BuiltinToolProvider.id).where(BuiltinToolProvider.id == credential_id))
+                is not None
+            )
+
+        return False
+
+
+def check_credential_policy_compliance(
+    credential_id: str, provider: str, credential_type: "PluginCredentialType", check_existence: bool = True
+) -> None:
+    """
+    Check credential policy compliance for the given credential ID.
+
+    :param credential_id: The credential ID to check
+    :param provider: The provider name
+    :param credential_type: The type of credential (MODEL or TOOL)
+    :param check_existence: Whether to check if credential exists in database first
+    :raises ValueError: If credential policy compliance check fails
+    """
+    from services.enterprise.plugin_manager_service import (
+        CheckCredentialPolicyComplianceRequest,
+        PluginManagerService,
+    )
+    from services.feature_service import FeatureService
+
+    if not FeatureService.get_system_features().plugin_manager.enabled or not credential_id:
+        return
+
+    # Check if credential exists in database first (if requested)
+    if check_existence:
+        if not is_credential_exists(credential_id, credential_type):
+            raise ValueError(f"Credential with id {credential_id} for provider {provider} not found.")
+
+    # Check policy compliance
+    PluginManagerService.check_credential_policy_compliance(
+        CheckCredentialPolicyComplianceRequest(
+            dify_credential_id=credential_id,
+            provider=provider,
+            credential_type=credential_type,
+        )
+    )

api/core/model_manager.py

@@ -23,6 +23,7 @@ from core.model_runtime.model_providers.__base.tts_model import TTSModel
 from core.provider_manager import ProviderManager
 from extensions.ext_redis import redis_client
 from models.provider import ProviderType
+from services.enterprise.plugin_manager_service import PluginCredentialType
 
 logger = logging.getLogger(__name__)
 
@@ -362,6 +363,23 @@ class ModelInstance:
                 else:
                     raise last_exception
 
+            # Additional policy compliance check as fallback (in case fetch_next didn't catch it)
+            try:
+                from core.helper.credential_utils import check_credential_policy_compliance
+
+                if lb_config.credential_id:
+                    check_credential_policy_compliance(
+                        credential_id=lb_config.credential_id,
+                        provider=self.provider,
+                        credential_type=PluginCredentialType.MODEL,
+                    )
+            except Exception as e:
+                logger.warning(
+                    "Load balancing config %s failed policy compliance check in round-robin: %s", lb_config.id, str(e)
+                )
+                self.load_balancing_manager.cooldown(lb_config, expire=60)
+                continue
+
             try:
                 if "credentials" in kwargs:
                     del kwargs["credentials"]
@@ -515,6 +533,24 @@ class LBModelManager:
 
                 continue
 
+            # Check policy compliance for the selected configuration
+            try:
+                from core.helper.credential_utils import check_credential_policy_compliance
+
+                if config.credential_id:
+                    check_credential_policy_compliance(
+                        credential_id=config.credential_id,
+                        provider=self._provider,
+                        credential_type=PluginCredentialType.MODEL,
+                    )
+            except Exception as e:
+                logger.warning("Load balancing config %s failed policy compliance check: %s", config.id, str(e))
+                cooldown_load_balancing_configs.append(config)
+                if len(cooldown_load_balancing_configs) >= len(self._load_balancing_configs):
+                    # all configs are in cooldown or failed policy compliance
+                    return None
+                continue
+
             if dify_config.DEBUG:
                 logger.info(
                     """Model LB

api/core/provider_manager.py

@@ -1129,6 +1129,7 @@ class ProviderManager:
                                 name=load_balancing_model_config.name,
                                 credentials=provider_model_credentials,
                                 credential_source_type=load_balancing_model_config.credential_source_type,
+                                credential_id=load_balancing_model_config.credential_id,
                             )
                         )
 

api/core/tools/errors.py

@@ -29,6 +29,10 @@ class ToolApiSchemaError(ValueError):
     pass
 
 
+class ToolCredentialPolicyViolationError(ValueError):
+    pass
+
+
 class ToolEngineInvokeError(Exception):
     meta: ToolInvokeMeta
 

api/core/tools/tool_manager.py

@@ -27,6 +27,7 @@ from core.tools.plugin_tool.tool import PluginTool
 from core.tools.utils.uuid_utils import is_valid_uuid
 from core.tools.workflow_as_tool.provider import WorkflowToolProviderController
 from core.workflow.entities.variable_pool import VariablePool
+from services.enterprise.plugin_manager_service import PluginCredentialType
 from services.tools.mcp_tools_manage_service import MCPToolManageService
 
 if TYPE_CHECKING:
@@ -55,9 +56,7 @@ from core.tools.entities.tool_entities import (
 )
 from core.tools.errors import ToolProviderNotFoundError
 from core.tools.tool_label_manager import ToolLabelManager
-from core.tools.utils.configuration import (
+from core.tools.utils.configuration import ToolParameterConfigurationManager
-    ToolParameterConfigurationManager,
-)
 from core.tools.utils.encryption import create_provider_encrypter, create_tool_provider_encrypter
 from core.tools.workflow_as_tool.tool import WorkflowTool
 from extensions.ext_database import db
@@ -237,6 +236,16 @@ class ToolManager:
                 if builtin_provider is None:
                     raise ToolProviderNotFoundError(f"builtin provider {provider_id} not found")
 
+            # check if the credential is allowed to be used
+            from core.helper.credential_utils import check_credential_policy_compliance
+
+            check_credential_policy_compliance(
+                credential_id=builtin_provider.id,
+                provider=provider_id,
+                credential_type=PluginCredentialType.TOOL,
+                check_existence=False,
+            )
+
             encrypter, cache = create_provider_encrypter(
                 tenant_id=tenant_id,
                 config=[

api/services/enterprise/base.py

@@ -3,18 +3,30 @@ import os
 import requests
 
 
-class EnterpriseRequest:
+class BaseRequest:
-    base_url = os.environ.get("ENTERPRISE_API_URL", "ENTERPRISE_API_URL")
-    secret_key = os.environ.get("ENTERPRISE_API_SECRET_KEY", "ENTERPRISE_API_SECRET_KEY")
-
     proxies = {
         "http": "",
         "https": "",
     }
+    base_url = ""
+    secret_key = ""
+    secret_key_header = ""
 
     @classmethod
     def send_request(cls, method, endpoint, json=None, params=None):
-        headers = {"Content-Type": "application/json", "Enterprise-Api-Secret-Key": cls.secret_key}
+        headers = {"Content-Type": "application/json", cls.secret_key_header: cls.secret_key}
         url = f"{cls.base_url}{endpoint}"
         response = requests.request(method, url, json=json, params=params, headers=headers, proxies=cls.proxies)
         return response.json()
+
+
+class EnterpriseRequest(BaseRequest):
+    base_url = os.environ.get("ENTERPRISE_API_URL", "ENTERPRISE_API_URL")
+    secret_key = os.environ.get("ENTERPRISE_API_SECRET_KEY", "ENTERPRISE_API_SECRET_KEY")
+    secret_key_header = "Enterprise-Api-Secret-Key"
+
+
+class EnterprisePluginManagerRequest(BaseRequest):
+    base_url = os.environ.get("ENTERPRISE_PLUGIN_MANAGER_API_URL", "ENTERPRISE_PLUGIN_MANAGER_API_URL")
+    secret_key = os.environ.get("ENTERPRISE_PLUGIN_MANAGER_API_SECRET_KEY", "ENTERPRISE_PLUGIN_MANAGER_API_SECRET_KEY")
+    secret_key_header = "Plugin-Manager-Inner-Api-Secret-Key"

api/services/enterprise/plugin_manager_service.py

@@ -0,0 +1,52 @@
+import enum
+import logging
+
+from pydantic import BaseModel
+
+from services.enterprise.base import EnterprisePluginManagerRequest
+from services.errors.base import BaseServiceError
+
+
+class PluginCredentialType(enum.Enum):
+    MODEL = 0
+    TOOL = 1
+
+    def to_number(self):
+        return self.value
+
+
+class CheckCredentialPolicyComplianceRequest(BaseModel):
+    dify_credential_id: str
+    provider: str
+    credential_type: PluginCredentialType
+
+    def model_dump(self, **kwargs):
+        data = super().model_dump(**kwargs)
+        data["credential_type"] = self.credential_type.to_number()
+        return data
+
+
+class CredentialPolicyViolationError(BaseServiceError):
+    pass
+
+
+class PluginManagerService:
+    @classmethod
+    def check_credential_policy_compliance(cls, body: CheckCredentialPolicyComplianceRequest):
+        try:
+            ret = EnterprisePluginManagerRequest.send_request(
+                "POST", "/check-credential-policy-compliance", json=body.model_dump()
+            )
+            if not isinstance(ret, dict) or "result" not in ret:
+                raise ValueError("Invalid response format from plugin manager API")
+        except Exception as e:
+            raise CredentialPolicyViolationError(
+                f"error occurred while checking credential policy compliance: {e}"
+            ) from e
+
+        if not ret.get("result", False):
+            raise CredentialPolicyViolationError("Credentials not available: Please use ENTERPRISE global credentials")
+
+        logging.debug(
+            f"Credential policy compliance checked for {body.provider} with credential {body.dify_credential_id}, result: {ret.get('result', False)}"
+        )

api/services/feature_service.py

@@ -134,6 +134,10 @@ class KnowledgeRateLimitModel(BaseModel):
     subscription_plan: str = ""
 
 
+class PluginManagerModel(BaseModel):
+    enabled: bool = False
+
+
 class SystemFeatureModel(BaseModel):
     sso_enforced_for_signin: bool = False
     sso_enforced_for_signin_protocol: str = ""
@@ -150,6 +154,7 @@ class SystemFeatureModel(BaseModel):
     webapp_auth: WebAppAuthModel = WebAppAuthModel()
     plugin_installation_permission: PluginInstallationPermissionModel = PluginInstallationPermissionModel()
     enable_change_email: bool = True
+    plugin_manager: PluginManagerModel = PluginManagerModel()
 
 
 class FeatureService:
@@ -188,6 +193,7 @@ class FeatureService:
             system_features.branding.enabled = True
             system_features.webapp_auth.enabled = True
             system_features.enable_change_email = False
+            system_features.plugin_manager.enabled = True
             cls._fulfill_params_from_enterprise(system_features)
 
         if dify_config.MARKETPLACE_ENABLED:

api/services/workflow_service.py

@@ -36,22 +36,14 @@ from libs.datetime_utils import naive_utc_now
 from models.account import Account
 from models.model import App, AppMode
 from models.tools import WorkflowToolProvider
-from models.workflow import (
+from models.workflow import Workflow, WorkflowNodeExecutionModel, WorkflowNodeExecutionTriggeredFrom, WorkflowType
-    Workflow,
-    WorkflowNodeExecutionModel,
-    WorkflowNodeExecutionTriggeredFrom,
-    WorkflowType,
-)
 from repositories.factory import DifyAPIRepositoryFactory
+from services.enterprise.plugin_manager_service import PluginCredentialType
 from services.errors.app import IsDraftWorkflowError, WorkflowHashNotEqualError
 from services.workflow.workflow_converter import WorkflowConverter
 
 from .errors.workflow_service import DraftWorkflowDeletionError, WorkflowInUseError
-from .workflow_draft_variable_service import (
+from .workflow_draft_variable_service import DraftVariableSaver, DraftVarLoader, WorkflowDraftVariableService
-    DraftVariableSaver,
-    DraftVarLoader,
-    WorkflowDraftVariableService,
-)
 
 
 class WorkflowService:
@@ -271,6 +263,12 @@ class WorkflowService:
         if not draft_workflow:
             raise ValueError("No valid workflow found.")
 
+        # Validate credentials before publishing, for credential policy check
+        from services.feature_service import FeatureService
+
+        if FeatureService.get_system_features().plugin_manager.enabled:
+            self._validate_workflow_credentials(draft_workflow)
+
         # create new workflow
         workflow = Workflow.new(
             tenant_id=app_model.tenant_id,
@@ -295,6 +293,260 @@ class WorkflowService:
         # return new workflow
         return workflow
 
+    def _validate_workflow_credentials(self, workflow: Workflow) -> None:
+        """
+        Validate all credentials in workflow nodes before publishing.
+
+        :param workflow: The workflow to validate
+        :raises ValueError: If any credentials violate policy compliance
+        """
+        graph_dict = workflow.graph_dict
+        nodes = graph_dict.get("nodes", [])
+
+        for node in nodes:
+            node_data = node.get("data", {})
+            node_type = node_data.get("type")
+            node_id = node.get("id", "unknown")
+
+            try:
+                # Extract and validate credentials based on node type
+                if node_type == "tool":
+                    credential_id = node_data.get("credential_id")
+                    provider = node_data.get("provider_id")
+                    if provider:
+                        if credential_id:
+                            # Check specific credential
+                            from core.helper.credential_utils import check_credential_policy_compliance
+
+                            check_credential_policy_compliance(
+                                credential_id=credential_id,
+                                provider=provider,
+                                credential_type=PluginCredentialType.TOOL,
+                            )
+                        else:
+                            # Check default workspace credential for this provider
+                            self._check_default_tool_credential(workflow.tenant_id, provider)
+
+                elif node_type == "agent":
+                    agent_params = node_data.get("agent_parameters", {})
+
+                    model_config = agent_params.get("model", {}).get("value", {})
+                    if model_config.get("provider") and model_config.get("model"):
+                        self._validate_llm_model_config(
+                            workflow.tenant_id, model_config["provider"], model_config["model"]
+                        )
+
+                        # Validate load balancing credentials for agent model if load balancing is enabled
+                        agent_model_node_data = {"model": model_config}
+                        self._validate_load_balancing_credentials(workflow, agent_model_node_data, node_id)
+
+                    # Validate agent tools
+                    tools = agent_params.get("tools", {}).get("value", [])
+                    for tool in tools:
+                        # Agent tools store provider in provider_name field
+                        provider = tool.get("provider_name")
+                        credential_id = tool.get("credential_id")
+                        if provider:
+                            if credential_id:
+                                from core.helper.credential_utils import check_credential_policy_compliance
+
+                                check_credential_policy_compliance(credential_id, provider, PluginCredentialType.TOOL)
+                            else:
+                                self._check_default_tool_credential(workflow.tenant_id, provider)
+
+                elif node_type in ["llm", "knowledge_retrieval", "parameter_extractor", "question_classifier"]:
+                    model_config = node_data.get("model", {})
+                    provider = model_config.get("provider")
+                    model_name = model_config.get("name")
+
+                    if provider and model_name:
+                        # Validate that the provider+model combination can fetch valid credentials
+                        self._validate_llm_model_config(workflow.tenant_id, provider, model_name)
+                        # Validate load balancing credentials if load balancing is enabled
+                        self._validate_load_balancing_credentials(workflow, node_data, node_id)
+                    else:
+                        raise ValueError(f"Node {node_id} ({node_type}): Missing provider or model configuration")
+
+            except Exception as e:
+                if isinstance(e, ValueError):
+                    raise e
+                else:
+                    raise ValueError(f"Node {node_id} ({node_type}): {str(e)}")
+
+    def _validate_llm_model_config(self, tenant_id: str, provider: str, model_name: str) -> None:
+        """
+        Validate that an LLM model configuration can fetch valid credentials.
+
+        This method attempts to get the model instance and validates that:
+        1. The provider exists and is configured
+        2. The model exists in the provider
+        3. Credentials can be fetched for the model
+        4. The credentials pass policy compliance checks
+
+        :param tenant_id: The tenant ID
+        :param provider: The provider name
+        :param model_name: The model name
+        :raises ValueError: If the model configuration is invalid or credentials fail policy checks
+        """
+        try:
+            from core.model_manager import ModelManager
+            from core.model_runtime.entities.model_entities import ModelType
+
+            # Get model instance to validate provider+model combination
+            model_manager = ModelManager()
+            model_manager.get_model_instance(
+                tenant_id=tenant_id, provider=provider, model_type=ModelType.LLM, model=model_name
+            )
+
+            # The ModelInstance constructor will automatically check credential policy compliance
+            # via ProviderConfiguration.get_current_credentials() -> _check_credential_policy_compliance()
+            # If it fails, an exception will be raised
+
+        except Exception as e:
+            raise ValueError(
+                f"Failed to validate LLM model configuration (provider: {provider}, model: {model_name}): {str(e)}"
+            )
+
+    def _check_default_tool_credential(self, tenant_id: str, provider: str) -> None:
+        """
+        Check credential policy compliance for the default workspace credential of a tool provider.
+
+        This method finds the default credential for the given provider and validates it.
+        Uses the same fallback logic as runtime to handle deauthorized credentials.
+
+        :param tenant_id: The tenant ID
+        :param provider: The tool provider name
+        :raises ValueError: If no default credential exists or if it fails policy compliance
+        """
+        try:
+            from models.tools import BuiltinToolProvider
+
+            # Use the same fallback logic as runtime: get the first available credential
+            # ordered by is_default DESC, created_at ASC (same as tool_manager.py)
+            default_provider = (
+                db.session.query(BuiltinToolProvider)
+                .where(
+                    BuiltinToolProvider.tenant_id == tenant_id,
+                    BuiltinToolProvider.provider == provider,
+                )
+                .order_by(BuiltinToolProvider.is_default.desc(), BuiltinToolProvider.created_at.asc())
+                .first()
+            )
+
+            if not default_provider:
+                raise ValueError("No default credential found")
+
+            # Check credential policy compliance using the default credential ID
+            from core.helper.credential_utils import check_credential_policy_compliance
+
+            check_credential_policy_compliance(
+                credential_id=default_provider.id,
+                provider=provider,
+                credential_type=PluginCredentialType.TOOL,
+                check_existence=False,
+            )
+
+        except Exception as e:
+            raise ValueError(f"Failed to validate default credential for tool provider {provider}: {str(e)}")
+
+    def _validate_load_balancing_credentials(self, workflow: Workflow, node_data: dict, node_id: str) -> None:
+        """
+        Validate load balancing credentials for a workflow node.
+
+        :param workflow: The workflow being validated
+        :param node_data: The node data containing model configuration
+        :param node_id: The node ID for error reporting
+        :raises ValueError: If load balancing credentials violate policy compliance
+        """
+        # Extract model configuration
+        model_config = node_data.get("model", {})
+        provider = model_config.get("provider")
+        model_name = model_config.get("name")
+
+        if not provider or not model_name:
+            return  # No model config to validate
+
+        # Check if this model has load balancing enabled
+        if self._is_load_balancing_enabled(workflow.tenant_id, provider, model_name):
+            # Get all load balancing configurations for this model
+            load_balancing_configs = self._get_load_balancing_configs(workflow.tenant_id, provider, model_name)
+            # Validate each load balancing configuration
+            try:
+                for config in load_balancing_configs:
+                    if config.get("credential_id"):
+                        from core.helper.credential_utils import check_credential_policy_compliance
+
+                        check_credential_policy_compliance(
+                            config["credential_id"], provider, PluginCredentialType.MODEL
+                        )
+            except Exception as e:
+                raise ValueError(f"Invalid load balancing credentials for {provider}/{model_name}: {str(e)}")
+
+    def _is_load_balancing_enabled(self, tenant_id: str, provider: str, model_name: str) -> bool:
+        """
+        Check if load balancing is enabled for a specific model.
+
+        :param tenant_id: The tenant ID
+        :param provider: The provider name
+        :param model_name: The model name
+        :return: True if load balancing is enabled, False otherwise
+        """
+        try:
+            from core.model_runtime.entities.model_entities import ModelType
+            from core.provider_manager import ProviderManager
+
+            # Get provider configurations
+            provider_manager = ProviderManager()
+            provider_configurations = provider_manager.get_configurations(tenant_id)
+            provider_configuration = provider_configurations.get(provider)
+
+            if not provider_configuration:
+                return False
+
+            # Get provider model setting
+            provider_model_setting = provider_configuration.get_provider_model_setting(
+                model_type=ModelType.LLM,
+                model=model_name,
+            )
+            return provider_model_setting is not None and provider_model_setting.load_balancing_enabled
+
+        except Exception:
+            # If we can't determine the status, assume load balancing is not enabled
+            return False
+
+    def _get_load_balancing_configs(self, tenant_id: str, provider: str, model_name: str) -> list[dict]:
+        """
+        Get all load balancing configurations for a model.
+
+        :param tenant_id: The tenant ID
+        :param provider: The provider name
+        :param model_name: The model name
+        :return: List of load balancing configuration dictionaries
+        """
+        try:
+            from services.model_load_balancing_service import ModelLoadBalancingService
+
+            model_load_balancing_service = ModelLoadBalancingService()
+            _, configs = model_load_balancing_service.get_load_balancing_configs(
+                tenant_id=tenant_id,
+                provider=provider,
+                model=model_name,
+                model_type="llm",  # Load balancing is primarily used for LLM models
+                config_from="predefined-model",  # Check both predefined and custom models
+            )
+
+            _, custom_configs = model_load_balancing_service.get_load_balancing_configs(
+                tenant_id=tenant_id, provider=provider, model=model_name, model_type="llm", config_from="custom-model"
+            )
+            all_configs = configs + custom_configs
+
+            return [config for config in all_configs if config.get("credential_id")]
+
+        except Exception:
+            # If we can't get the configurations, return empty list
+            # This will prevent validation errors from breaking the workflow
+            return []
+
     def get_default_block_configs(self) -> list[dict]:
         """
         Get default block configs