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feat(api): support explicit TLS for Milvus vector store#36265

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fatelei merged 1 commit into
langgenius:mainfrom
amr-sheriff:feat/milvus-tls-support
May 27, 2026
Merged

feat(api): support explicit TLS for Milvus vector store#36265
fatelei merged 1 commit into
langgenius:mainfrom
amr-sheriff:feat/milvus-tls-support

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@amr-sheriff amr-sheriff commented May 17, 2026 •
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Summary

Fixes 36262

Milvus vector store integration only forwards uri, token, user, password, and db_name to pymilvus client. There is no way to configure one-way TLS with an explicit server certificate.

Adds explicit one-way TLS configuration for the Milvus vector store. Three new environment variables are passed to pymilvus.MilvusClient:

Env var Type Purpose
MILVUS_SECURE bool Enable TLS; equivalent to secure=True in pymilvus
MILVUS_SERVER_PEM_PATH str Filesystem path to the Milvus server cert (PEM)
MILVUS_SERVER_NAME str Server name / SNI to verify against the certificate

When MILVUS_SECURE is false (the default), no additional kwargs are passed, so existing behavior is unaffected.

Changes

  • api/configs/middleware/vdb/milvus_config.py, adds the three settings fields.
  • api/providers/vdb/vdb-milvus/src/dify_vdb_milvus/milvus_vector.py, extends MilvusConfig, refactors _init_client() to build kwargs and merge TLS args only when secure, and threads the new env vars through MilvusVectorFactory.
  • api/providers/vdb/vdb-milvus/tests/unit_tests/test_milvus.py, two new tests covering the secure and non-secure paths.

Checklist

  • This change requires a documentation update, included: Dify Document
  • I understand that this PR may be closed in case there was no previous discussion or issues. (This doesn't apply to typos!)
  • I've added a test for each change that was introduced, and I tried as much as possible to make a single atomic change.
  • I've updated the documentation accordingly.
  • I ran make lint && make type-check (backend) and cd web && pnpm exec vp staged (frontend) to appease the lint gods

@dosubot dosubot Bot added the size:M This PR changes 30-99 lines, ignoring generated files. label May 17, 2026
@amr-sheriff amr-sheriff mentioned this pull request May 17, 2026
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@dosubot dosubot Bot added the lgtm This PR has been approved by a maintainer label May 27, 2026
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github-actions Bot commented May 27, 2026

Pyrefly Diff

base → PR 
--- /tmp/pyrefly_base.txt	2026-05-27 03:48:09.448953333 +0000
+++ /tmp/pyrefly_pr.txt	2026-05-27 03:47:53.545882079 +0000
@@ -1,7 +1,9 @@
 ERROR `str` is not assignable to `Literal['advanced-chat', 'agent-chat', 'all', 'channel', 'chat', 'completion', 'workflow']` [bad-assignment]
   --> controllers/console/app/app.py:69:104
+ERROR Object of class `App` has no attribute `access_mode` [missing-attribute]
+   --> controllers/console/app/app.py:583:13
 ERROR Argument `str | None` is not assignable to parameter `language` with type `str` in function `services.account_service.AccountService.send_email_register_email` [bad-argument-type]
-  --> controllers/console/auth/email_register.py:86:108
+  --> controllers/console/auth/email_register.py:83:108
 ERROR Object of class `MissingRouter` has no attribute `get` [missing-attribute]
   --> controllers/console/init_validate.py:31:2
 ERROR Object of class `MissingRouter` has no attribute `post` [missing-attribute]
@@ -18,7 +20,7 @@
   --> core/app/task_pipeline/easy_ui_based_generate_task_pipeline.py:75:5
 ERROR `+=` is not supported between `list[PromptMessageContentUnionTypes]` and `str` [unsupported-operation]
    --> core/app/task_pipeline/easy_ui_based_generate_task_pipeline.py:324:37
-ERROR Argument `list[dict[str, list[dict[Unknown, Unknown]] | str]]` is not assignable to parameter `value` with type `SQLCoreOperations[dict[str, Any]] | dict[str, Any]` in function `sqlalchemy.orm.base.Mapped.__set__` [bad-argument-type]
+ERROR Argument `list[Unknown]` is not assignable to parameter `value` with type `SQLCoreOperations[dict[str, Any]] | dict[str, Any]` in function `sqlalchemy.orm.base.Mapped.__set__` [bad-argument-type]
    --> core/app/task_pipeline/easy_ui_based_generate_task_pipeline.py:392:27
 ERROR No matching overload found for function `core.model_manager.ModelInstance.invoke_llm` called with arguments: (prompt_messages=list[UserPromptMessage], model_parameters=dict[str, int], stream=Literal[False]) [no-matching-overload]
    --> core/llm_generator/llm_generator.py:113:60
@@ -40,8 +42,6 @@
    --> core/llm_generator/llm_generator.py:653:60
 ERROR Class member `OpsTraceProviderConfigMap.__getitem__` overrides parent class `UserDict` in an inconsistent manner [bad-override-param-name]
    --> core/ops/ops_trace_manager.py:218:9
-ERROR `list[dict[str, str | dict[str, str]]] | list[Unknown]` is not assignable to TypedDict key `tool_calls` with type `list[dict[str, str]] | str` [bad-typed-dict-key]
-  --> core/prompt/utils/prompt_message_util.py:83:44
 ERROR Argument `Unknown | None` is not assignable to parameter `result_object` with type `dict[str, Any]` in function `WaterCrawlProvider._structure_data` [bad-argument-type]
    --> core/rag/extractor/watercrawl/provider.py:108:37
 ERROR Object of class `BaseOxmlElement` has no attribute `body` [missing-attribute]
@@ -58,32 +58,14 @@
    --> core/rag/index_processor/processor/qa_index_processor.py:208:33
 ERROR Object of class `Document` has no attribute `score` [missing-attribute]
    --> core/rag/index_processor/processor/qa_index_processor.py:209:16
-ERROR Argument `DatasetMultiRetrieverTool` is not assignable to parameter `object` with type `DatasetRetrieverTool` in function `list.append` [bad-argument-type]
-    --> core/rag/retrieval/dataset_retrieval.py:1241:26
-ERROR Returned type `list[DatasetRetrieverTool]` is not assignable to declared return type `list[DatasetRetrieverBaseTool] | None` [bad-return]
-    --> core/rag/retrieval/dataset_retrieval.py:1243:16
 ERROR Class member `MCPToolProviderController.entity` overrides parent class `ToolProviderController` in an inconsistent manner [bad-override-mutable-attribute]
   --> core/tools/mcp_tool/provider.py:33:14
 ERROR Class member `PluginToolProviderController.entity` overrides parent class `BuiltinToolProviderController` in an inconsistent manner [bad-override-mutable-attribute]
   --> core/tools/plugin_tool/provider.py:12:5
-ERROR Cannot set item in `dict[str, dict[str, Any]]` [unsupported-operation]
-    --> core/tools/tool_manager.py:1108:58
 ERROR `(method: str, url: str, max_retries: int = ..., **kwargs: Any) -> httpx._models.Response` is not assignable to attribute `perform_request` with type `(self: CloudScraper, method: Unknown, url: Unknown, *args: Unknown, **kwargs: Unknown) -> requests.models.Response` [bad-assignment]
   --> core/tools/utils/web_reader_tool.py:66:35
 ERROR `list[Never]` is not assignable to attribute `tools` with type `Never` [bad-assignment]
    --> core/tools/workflow_as_tool/provider.py:238:26
-ERROR Cannot set item in `dict[str, dict[str, crontab | str]]` [unsupported-operation]
-   --> extensions/ext_celery.py:176:63
-ERROR Cannot set item in `dict[str, dict[str, crontab | str]]` [unsupported-operation]
-   --> extensions/ext_celery.py:194:51
-ERROR Cannot set item in `dict[str, dict[str, crontab | str]]` [unsupported-operation]
-   --> extensions/ext_celery.py:200:53
-ERROR Cannot set item in `dict[str, dict[str, crontab | str]]` [unsupported-operation]
-   --> extensions/ext_celery.py:233:51
-ERROR Cannot set item in `dict[str, dict[str, crontab | str]]` [unsupported-operation]
-   --> extensions/ext_celery.py:239:53
-ERROR Cannot set item in `dict[str, dict[str, crontab | str]]` [unsupported-operation]
-   --> extensions/ext_celery.py:246:61
 ERROR Cannot index into `Literal['']` [bad-index]
   --> extensions/storage/huawei_obs_storage.py:27:23
 ERROR Cannot index into `Literal['']` [bad-index]
@@ -220,8 +202,6 @@
   --> providers/vdb/vdb-elasticsearch/tests/unit_tests/test_elasticsearch_vector.py:35:5
 ERROR Object of class `ModuleType` has no attribute `ConnectionError` [missing-attribute]
   --> providers/vdb/vdb-elasticsearch/tests/unit_tests/test_elasticsearch_vector.py:36:5
-ERROR Argument `tuple[Any, Any, Any, Any, float]` is not assignable to parameter `object` with type `tuple[float, Any, Any, Any]` in function `list.append` [bad-argument-type]
-  --> providers/vdb/vdb-hologres/tests/integration_tests/conftest.py:56:32
 ERROR Object of class `ModuleType` has no attribute `BaseQuantizationType` [missing-attribute]
   --> providers/vdb/vdb-hologres/tests/unit_tests/test_hologres_vector.py:18:5
 ERROR Object of class `ModuleType` has no attribute `DistanceType` [missing-attribute]
@@ -555,9 +535,7 @@
 ERROR No matching overload found for function `redis.client.Redis.__init__` called with arguments: (host=int | str | Unknown, port=int | str | Unknown, password=int | str | Unknown | None, db=int, ssl=bool, ssl_ca_certs=str | None, ssl_cert_reqs=Any | None, ssl_certfile=Any | None, ssl_keyfile=Any | None, socket_timeout=Literal[5], socket_connect_timeout=Literal[5], health_check_interval=Literal[30]) [no-matching-overload]
   --> schedule/queue_monitor_task.py:14:21
 ERROR Object of class `Tenant` has no attribute `role` [missing-attribute]
-    --> services/account_service.py:1383:13
-ERROR `+` is not supported between `str` and `dict[Unknown, Unknown]` [unsupported-operation]
-   --> services/app_service.py:519:53
+    --> services/account_service.py:1179:13
 ERROR No matching overload found for function `flask.helpers.stream_with_context` called with arguments: (Generator[bytes]) [no-matching-overload]
    --> services/audio_service.py:144:56
 ERROR No matching overload found for function `flask.helpers.stream_with_context` called with arguments: (Generator[bytes]) [no-matching-overload]
@@ -565,11 +543,11 @@
 ERROR Argument `str | None` is not assignable to parameter `value` with type `SQLCoreOperations[str] | str` in function `sqlalchemy.orm.base.Mapped.__set__` [bad-argument-type]
    --> services/conversation_service.py:131:33
 ERROR `dict[str, dict[str, Any] | str | None]` is not assignable to variable `data_source_info` with type `dict[str, bool | str]` [bad-assignment]
-    --> services/dataset_service.py:2232:56
+    --> services/dataset_service.py:2202:56
 ERROR `dict[str, dict[str, Any] | str | None]` is not assignable to variable `data_source_info` with type `dict[str, bool | str]` [bad-assignment]
-    --> services/dataset_service.py:2745:44
+    --> services/dataset_service.py:2715:44
 ERROR `None` is not assignable to attribute `rules` with type `Never` [bad-assignment]
-    --> services/dataset_service.py:2920:51
+    --> services/dataset_service.py:2890:51
 ERROR Class member `DocumentIndexingTaskProxy.NORMAL_TASK_FUNC` overrides parent class `BatchDocumentIndexingProxy` in an inconsistent manner [bad-override]
   --> services/document_indexing_proxy/document_indexing_task_proxy.py:11:5
 ERROR Class member `DocumentIndexingTaskProxy.PRIORITY_TASK_FUNC` overrides parent class `BatchDocumentIndexingProxy` in an inconsistent manner [bad-override]
@@ -579,7 +557,7 @@
 ERROR Class member `DuplicateDocumentIndexingTaskProxy.PRIORITY_TASK_FUNC` overrides parent class `BatchDocumentIndexingProxy` in an inconsistent manner [bad-override]
   --> services/document_indexing_proxy/duplicate_document_indexing_task_proxy.py:15:5
 ERROR `handled_tenant_count` was assigned in the current scope before the nonlocal declaration [unknown-name]
-  --> services/plugin/plugin_migration.py:93:34
+  --> services/plugin/plugin_migration.py:92:34
 ERROR `dict[str, Any]` is not assignable to attribute `credentials` with type `Never` [bad-assignment]
    --> services/trigger/trigger_provider_service.py:487:40
 ERROR `int` is not assignable to attribute `credential_expires_at` with type `Never` [bad-assignment]
@@ -592,84 +570,6 @@
    --> tasks/regenerate_summary_index_task.py:277:60
 ERROR Class member `AsyncWorkflowCFSPlanScheduler.plan` overrides parent class `CFSPlanScheduler` in an inconsistent manner [bad-override-mutable-attribute]
   --> tasks/workflow_cfs_scheduler/cfs_scheduler.py:19:5
-ERROR Object of class `FromClause` has no attribute `metadata` [missing-attribute]
-  --> tests/helpers/legacy_model_type_migration.py:64:16
-ERROR Object of class `FromClause` has no attribute `metadata` [missing-attribute]
-  --> tests/helpers/legacy_model_type_migration.py:80:16
-ERROR Argument `dict[_KeyType, Any]` is not assignable to parameter `object` with type `dict[str, object]` in function `list.append` [bad-argument-type]
-   --> tests/helpers/legacy_model_type_migration.py:138:23
-ERROR Object of class `FromClause` has no attribute `insert` [missing-attribute]
-   --> tests/helpers/legacy_model_type_migration.py:182:13
-ERROR Argument `Literal['normal']` is not assignable to parameter `status` with type `SQLCoreOperations[TenantStatus] | TenantStatus` in function `models.account.Tenant.__init__` [bad-argument-type]
-  --> tests/integration_tests/controllers/openapi/conftest.py:35:43
-ERROR Argument `Literal['owner']` is not assignable to parameter `role` with type `SQLCoreOperations[TenantAccountRole] | TenantAccountRole` in function `models.account.TenantAccountJoin.__init__` [bad-argument-type]
-  --> tests/integration_tests/controllers/openapi/conftest.py:40:83
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_apps.py:45:12
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_apps.py:46:12
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_apps.py:47:23
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_apps.py:61:12
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_apps.py:62:12
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_apps.py:63:12
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_apps.py:78:12
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_apps.py:79:12
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_apps.py:80:12
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_apps.py:94:12
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_apps.py:95:12
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_apps.py:96:12
-ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:110:12
-ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:111:12
-ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:112:12
-ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:126:12
-ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:127:12
-ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:128:12
-ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:168:12
-ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:169:12
-ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:170:12
-ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:171:56
-ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:191:12
-ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:202:23
-ERROR `in` is not supported between `Literal['page']` and `None` [not-iterable]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:203:12
-ERROR `in` is not supported between `Literal['limit']` and `None` [not-iterable]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:204:12
-ERROR `in` is not supported between `Literal['total']` and `None` [not-iterable]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:205:12
-ERROR `in` is not supported between `Literal['has_more']` and `None` [not-iterable]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:206:12
-ERROR `not in` is not supported between `Literal['sessions']` and `None` [not-iterable]
-   --> tests/integration_tests/controllers/openapi/test_apps.py:210:12
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/integration_tests/controllers/openapi/test_auth.py:29:12
-ERROR Argument `Literal['normal']` is not assignable to parameter `status` with type `SQLCoreOperations[TenantStatus] | TenantStatus` in function `models.account.Tenant.__init__` [bad-argument-type]
-  --> tests/integration_tests/controllers/openapi/test_auth.py:36:52
-ERROR Object of class `NoneType` has no attribute `get` [missing-attribute]
-  --> tests/integration_tests/controllers/openapi/test_auth.py:66:12
-ERROR Object of class `NoneType` has no attribute `get` [missing-attribute]
-  --> tests/integration_tests/controllers/openapi/test_auth.py:91:12
 ERROR Argument `_GP` is not assignable to parameter `graph_init_params` with type `GraphInitParams` in function `core.workflow.nodes.datasource.datasource_node.DatasourceNode.__init__` [bad-argument-type]
   --> tests/integration_tests/core/workflow/nodes/datasource/test_datasource_node_integration.py:85:27
 ERROR Argument `_GS` is not assignable to parameter `graph_runtime_state` with type `GraphRuntimeState` in function `core.workflow.nodes.datasource.datasource_node.DatasourceNode.__init__` [bad-argument-type]
@@ -684,26 +584,6 @@
    --> tests/integration_tests/model_runtime/__mock/plugin_model.py:235:9
 ERROR `unpatch` may be uninitialized [unbound-name]
   --> tests/integration_tests/plugin/__mock/http.py:67:9
-ERROR Argument `_stub_resolver._Resolver` is not assignable to parameter `binding_resolver` with type `WorkflowAgentBindingResolver | None` in function `services.workflow.node_output_inspector_service.NodeOutputInspectorService.__init__` [bad-argument-type]
-   --> tests/integration_tests/services/test_node_output_inspector_service.py:231:59
-ERROR Argument `_stub_resolver._Resolver` is not assignable to parameter `binding_resolver` with type `WorkflowAgentBindingResolver | None` in function `services.workflow.node_output_inspector_service.NodeOutputInspectorService.__init__` [bad-argument-type]
-   --> tests/integration_tests/services/test_node_output_inspector_service.py:257:59
-ERROR Argument `_stub_resolver._Resolver` is not assignable to parameter `binding_resolver` with type `WorkflowAgentBindingResolver | None` in function `services.workflow.node_output_inspector_service.NodeOutputInspectorService.__init__` [bad-argument-type]
-   --> tests/integration_tests/services/test_node_output_inspector_service.py:267:59
-ERROR Argument `SimpleNamespace` is not assignable to parameter `app_model` with type `App` in function `services.workflow.node_output_inspector_service.NodeOutputInspectorService.snapshot_workflow_run` [bad-argument-type]
-   --> tests/integration_tests/services/test_node_output_inspector_service.py:269:49
-ERROR Argument `_stub_resolver._Resolver` is not assignable to parameter `binding_resolver` with type `WorkflowAgentBindingResolver | None` in function `services.workflow.node_output_inspector_service.NodeOutputInspectorService.__init__` [bad-argument-type]
-   --> tests/integration_tests/services/test_node_output_inspector_service.py:287:63
-ERROR Argument `_stub_resolver._Resolver` is not assignable to parameter `binding_resolver` with type `WorkflowAgentBindingResolver | None` in function `services.workflow.node_output_inspector_service.NodeOutputInspectorService.__init__` [bad-argument-type]
-   --> tests/integration_tests/services/test_node_output_inspector_service.py:330:63
-ERROR Argument `_stub_resolver._Resolver` is not assignable to parameter `binding_resolver` with type `WorkflowAgentBindingResolver | None` in function `services.workflow.node_output_inspector_service.NodeOutputInspectorService.__init__` [bad-argument-type]
-   --> tests/integration_tests/services/test_node_output_inspector_service.py:371:63
-ERROR Argument `_stub_resolver._Resolver` is not assignable to parameter `binding_resolver` with type `WorkflowAgentBindingResolver | None` in function `services.workflow.node_output_inspector_service.NodeOutputInspectorService.__init__` [bad-argument-type]
-   --> tests/integration_tests/services/test_node_output_inspector_service.py:393:59
-ERROR Argument `_stub_resolver._Resolver` is not assignable to parameter `binding_resolver` with type `WorkflowAgentBindingResolver | None` in function `services.workflow.node_output_inspector_service.NodeOutputInspectorService.__init__` [bad-argument-type]
-   --> tests/integration_tests/services/test_node_output_inspector_service.py:419:59
-ERROR Argument `_stub_resolver._Resolver` is not assignable to parameter `binding_resolver` with type `WorkflowAgentBindingResolver | None` in function `services.workflow.node_output_inspector_service.NodeOutputInspectorService.__init__` [bad-argument-type]
-   --> tests/integration_tests/services/test_node_output_inspector_service.py:468:63
 ERROR Object of class `TestWorkflowDraftVariableServiceResetVariable` has no attribute `_test_user_id` [missing-attribute]
    --> tests/integration_tests/services/test_workflow_draft_variable_service.py:621:21
 ERROR Object of class `TestWorkflowDraftVariableServiceResetVariable` has no attribute `_test_user_id` [missing-attribute]
@@ -731,15 +611,21 @@
 ERROR Argument value `Literal[0]` violates Pydantic `ge` constraint `Literal[1]` for field `page` [bad-argument-type]
    --> tests/test_containers_integration_tests/controllers/console/app/test_app_apis.py:700:51
 ERROR Object of class `RequestError` has no attribute `response` [missing-attribute]
-   --> tests/test_containers_integration_tests/controllers/console/auth/test_oauth.py:247:9
+   --> tests/test_containers_integration_tests/controllers/console/auth/test_oauth.py:245:9
 ERROR Object of class `RequestError` has no attribute `response` [missing-attribute]
-   --> tests/test_containers_integration_tests/controllers/console/auth/test_oauth.py:248:9
+   --> tests/test_containers_integration_tests/controllers/console/auth/test_oauth.py:246:9
 ERROR `SimpleNamespace` is not assignable to attribute `mcp_ns` with type `Namespace` [bad-assignment]
   --> tests/test_containers_integration_tests/controllers/mcp/test_mcp.py:27:21
 ERROR Attribute `payload` of class `Namespace` is a read-only property and cannot be set [read-only]
   --> tests/test_containers_integration_tests/controllers/mcp/test_mcp.py:31:5
 ERROR Argument `DummyServer` is not assignable to parameter `mcp_server` with type `AppMCPServer` in function `controllers.mcp.mcp.MCPAppApi._validate_server_status` [bad-argument-type]
    --> tests/test_containers_integration_tests/controllers/mcp/test_mcp.py:460:37
+ERROR Argument `list[dict[str, str]] | None` is not assignable to parameter `obj` with type `Sized` in function `len` [bad-argument-type]
+   --> tests/test_containers_integration_tests/controllers/service_api/dataset/test_dataset.py:119:20
+ERROR Missing argument `tag_id` in function `controllers.service_api.dataset.dataset.TagUpdatePayload.__init__` [missing-argument]
+   --> tests/test_containers_integration_tests/controllers/service_api/dataset/test_dataset.py:184:29
+ERROR Missing argument `tag_id` in function `controllers.service_api.dataset.dataset.TagDeletePayload.__init__` [missing-argument]
+   --> tests/test_containers_integration_tests/controllers/service_api/dataset/test_dataset.py:196:29
 ERROR `in` is not supported between `Literal['webapp-logo']` and `None` [not-iterable]
    --> tests/test_containers_integration_tests/controllers/web/test_site.py:133:16
 ERROR Argument `SimpleNamespace` is not assignable to parameter `webapp_settings` with type `WebAppSettings | None` in function `controllers.web.wraps._validate_user_accessibility` [bad-argument-type]
@@ -841,9 +727,9 @@
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
    --> tests/test_containers_integration_tests/core/rag/retrieval/test_dataset_retrieval_integration.py:587:23
 ERROR Argument `Connection | Engine` is not assignable to parameter `session_factory` with type `Engine | sessionmaker[Unknown]` in function `core.repositories.sqlalchemy_workflow_execution_repository.SQLAlchemyWorkflowExecutionRepository.__init__` [bad-argument-type]
-   --> tests/test_containers_integration_tests/core/workflow/test_human_input_resume_node_execution.py:265:29
+   --> tests/test_containers_integration_tests/core/workflow/test_human_input_resume_node_execution.py:264:29
 ERROR Argument `Connection | Engine` is not assignable to parameter `session_factory` with type `Engine | sessionmaker[Unknown]` in function `core.repositories.sqlalchemy_workflow_node_execution_repository.SQLAlchemyWorkflowNodeExecutionRepository.__init__` [bad-argument-type]
-   --> tests/test_containers_integration_tests/core/workflow/test_human_input_resume_node_execution.py:271:29
+   --> tests/test_containers_integration_tests/core/workflow/test_human_input_resume_node_execution.py:270:29
 ERROR Argument `Literal['owner']` is not assignable to parameter `role` with type `SQLCoreOperations[TenantAccountRole] | TenantAccountRole` in function `models.account.TenantAccountJoin.__init__` [bad-argument-type]
   --> tests/test_containers_integration_tests/helpers/execution_extra_content.py:48:14
 ERROR Returned type `int | str` is not assignable to declared return type `str` [bad-return]
@@ -887,15 +773,17 @@
 ERROR Generator function should return `Generator` [bad-return]
   --> tests/test_containers_integration_tests/repositories/test_workflow_run_repository.py:89:56
 ERROR `None` is not subscriptable [unsupported-operation]
-   --> tests/test_containers_integration_tests/services/auth/test_api_key_auth_service.py:191:16
-ERROR Could not find name `Session` [unknown-name]
-  --> tests/test_containers_integration_tests/services/plugin/test_plugin_parameter_service.py:54:37
-ERROR Could not find name `Session` [unknown-name]
-  --> tests/test_containers_integration_tests/services/plugin/test_plugin_parameter_service.py:96:37
+   --> tests/test_containers_integration_tests/services/auth/test_api_key_auth_service.py:190:16
+ERROR Argument `Literal['active']` is not assignable to parameter `status` with type `AccountStatus | SQLCoreOperations[AccountStatus]` in function `models.account.Account.__init__` [bad-argument-type]
+  --> tests/test_containers_integration_tests/services/dataset_service_update_delete.py:41:20
+ERROR Argument `Literal['normal']` is not assignable to parameter `status` with type `SQLCoreOperations[TenantStatus] | TenantStatus` in function `models.account.Tenant.__init__` [bad-argument-type]
+  --> tests/test_containers_integration_tests/services/dataset_service_update_delete.py:47:62
 ERROR Object of class `NoneType` has no attribute `version` [missing-attribute]
-  --> tests/test_containers_integration_tests/services/plugin/test_plugin_service.py:53:16
+  --> tests/test_containers_integration_tests/services/plugin/test_plugin_service.py:50:16
 ERROR Object of class `NoneType` has no attribute `version` [missing-attribute]
-  --> tests/test_containers_integration_tests/services/plugin/test_plugin_service.py:71:16
+  --> tests/test_containers_integration_tests/services/plugin/test_plugin_service.py:68:16
+ERROR Argument `Literal['custom']` is not assignable to parameter `preferred_provider_type` with type `ProviderType | SQLCoreOperations[ProviderType]` in function `models.provider.TenantPreferredModelProvider.__init__` [bad-argument-type]
+   --> tests/test_containers_integration_tests/services/plugin/test_plugin_service.py:377:37
 ERROR Object of class `NoneType` has no attribute `open_id` [missing-attribute]
    --> tests/test_containers_integration_tests/services/test_account_service.py:530:16
 ERROR Object of class `Tenant` has no attribute `role` [missing-attribute]
@@ -926,6 +814,10 @@
    --> tests/test_containers_integration_tests/services/test_advanced_prompt_template_service.py:894:63
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
    --> tests/test_containers_integration_tests/services/test_agent_service.py:134:38
+ERROR `str` is not assignable to attribute `agent_mode` with type `Never` [bad-assignment]
+   --> tests/test_containers_integration_tests/services/test_agent_service.py:138:47
+ERROR Argument `Literal['account']` is not assignable to parameter `created_by_role` with type `CreatorUserRole | SQLCoreOperations[CreatorUserRole]` in function `models.model.MessageAgentThought.__init__` [bad-argument-type]
+   --> tests/test_containers_integration_tests/services/test_agent_service.py:275:29
 ERROR Argument `str | None` is not assignable to parameter `created_by` with type `SQLCoreOperations[str] | str` in function `models.model.MessageAgentThought.__init__` [bad-argument-type]
    --> tests/test_containers_integration_tests/services/test_agent_service.py:565:24
 ERROR Argument `str | None` is not assignable to parameter `created_by` with type `SQLCoreOperations[str] | str` in function `models.model.MessageAgentThought.__init__` [bad-argument-type]
@@ -965,7 +857,7 @@
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
    --> tests/test_containers_integration_tests/services/test_api_based_extension_service.py:527:57
 ERROR Argument `Literal['app']` is not assignable to parameter `value` with type `ApiTokenType | SQLCoreOperations[ApiTokenType]` in function `sqlalchemy.orm.base.Mapped.__set__` [bad-argument-type]
-  --> tests/test_containers_integration_tests/services/test_api_token_service.py:28:26
+  --> tests/test_containers_integration_tests/services/test_api_token_service.py:27:26
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
    --> tests/test_containers_integration_tests/services/test_app_dsl_service.py:161:42
 ERROR Argument `Literal['simple']` is not assignable to parameter `prompt_type` with type `PromptType | SQLCoreOperations[PromptType]` in function `models.model.AppModelConfig.__init__` [bad-argument-type]
@@ -1126,62 +1018,6 @@
   --> tests/test_containers_integration_tests/services/test_dataset_service_permissions.py:40:58
 ERROR Argument `Literal['active']` is not assignable to parameter `status` with type `AccountStatus | SQLCoreOperations[AccountStatus]` in function `models.account.Account.__init__` [bad-argument-type]
   --> tests/test_containers_integration_tests/services/test_dataset_service_permissions.py:67:20
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:128:20
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:129:20
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:208:16
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:209:16
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:490:20
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:491:20
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:587:20
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:588:20
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:694:20
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:695:20
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:746:16
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:747:16
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:800:16
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:801:16
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:923:16
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_feature_service.py:924:16
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-    --> tests/test_containers_integration_tests/services/test_feature_service.py:1253:16
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-    --> tests/test_containers_integration_tests/services/test_feature_service.py:1254:16
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-    --> tests/test_containers_integration_tests/services/test_feature_service.py:1364:20
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-    --> tests/test_containers_integration_tests/services/test_feature_service.py:1365:20
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-    --> tests/test_containers_integration_tests/services/test_feature_service.py:1565:16
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-    --> tests/test_containers_integration_tests/services/test_feature_service.py:1566:16
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-    --> tests/test_containers_integration_tests/services/test_feature_service.py:1686:16
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-    --> tests/test_containers_integration_tests/services/test_feature_service.py:1687:16
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-    --> tests/test_containers_integration_tests/services/test_feature_service.py:1751:16
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-    --> tests/test_containers_integration_tests/services/test_feature_service.py:1752:16
-ERROR Object of class `NoneType` has no attribute `size` [missing-attribute]
-    --> tests/test_containers_integration_tests/services/test_feature_service.py:1866:16
-ERROR Object of class `NoneType` has no attribute `limit` [missing-attribute]
-    --> tests/test_containers_integration_tests/services/test_feature_service.py:1867:16
 ERROR Argument `Literal['active']` is not assignable to parameter `status` with type `AccountStatus | SQLCoreOperations[AccountStatus]` in function `models.account.Account.__init__` [bad-argument-type]
   --> tests/test_containers_integration_tests/services/test_file_service.py:69:20
 ERROR Argument `Literal['normal']` is not assignable to parameter `status` with type `SQLCoreOperations[TenantStatus] | TenantStatus` in function `models.account.Tenant.__init__` [bad-argument-type]
@@ -1189,7 +1025,7 @@
 ERROR Argument `Literal['owner']` is not assignable to parameter `role` with type `SQLCoreOperations[TenantAccountRole] | TenantAccountRole` in function `models.account.TenantAccountJoin.__init__` [bad-argument-type]
   --> tests/test_containers_integration_tests/services/test_human_input_delivery_test.py:32:18
 ERROR Unexpected keyword argument `whole_workspace` in function `core.workflow.human_input_adapter.EmailRecipients.__init__` [unexpected-keyword]
-   --> tests/test_containers_integration_tests/services/test_human_input_delivery_test_service.py:241:44
+   --> tests/test_containers_integration_tests/services/test_human_input_delivery_test_service.py:240:44
 ERROR Argument `Literal['active']` is not assignable to parameter `status` with type `AccountStatus | SQLCoreOperations[AccountStatus]` in function `models.account.Account.__init__` [bad-argument-type]
   --> tests/test_containers_integration_tests/services/test_message_export_service.py:53:20
 ERROR Argument `Literal['normal']` is not assignable to parameter `status` with type `SQLCoreOperations[TenantStatus] | TenantStatus` in function `models.account.Tenant.__init__` [bad-argument-type]
@@ -1208,20 +1044,6 @@
    --> tests/test_containers_integration_tests/services/test_messages_clean_service.py:263:29
 ERROR Argument `Literal['end_user']` is not assignable to parameter `created_by_role` with type `CreatorUserRole | SQLCoreOperations[CreatorUserRole]` in function `models.web.SavedMessage.__init__` [bad-argument-type]
    --> tests/test_containers_integration_tests/services/test_messages_clean_service.py:272:29
-ERROR Object of class `str` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_messages_clean_service.py:628:13
-ERROR Object of class `str` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_messages_clean_service.py:632:13
-ERROR Object of class `str` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_messages_clean_service.py:946:13
-ERROR Object of class `str` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_messages_clean_service.py:950:13
-ERROR Object of class `str` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_messages_clean_service.py:954:13
-ERROR Object of class `str` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_messages_clean_service.py:961:22
-ERROR Object of class `str` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_messages_clean_service.py:961:52
 ERROR Argument `Literal['active']` is not assignable to parameter `status` with type `AccountStatus | SQLCoreOperations[AccountStatus]` in function `models.account.Account.__init__` [bad-argument-type]
   --> tests/test_containers_integration_tests/services/test_metadata_service.py:56:20
 ERROR Argument `Literal['normal']` is not assignable to parameter `status` with type `SQLCoreOperations[TenantStatus] | TenantStatus` in function `models.account.Tenant.__init__` [bad-argument-type]
@@ -1323,39 +1145,39 @@
 ERROR Argument `Literal['app']` is not assignable to parameter `type` with type `SQLCoreOperations[TagType] | TagType` in function `models.model.Tag.__init__` [bad-argument-type]
    --> tests/test_containers_integration_tests/services/test_tag_service.py:364:18
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:171:13
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:169:13
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:200:23
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:198:23
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:211:61
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:209:61
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:234:23
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:232:23
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:244:23
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:242:23
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:271:13
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:269:13
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:296:23
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:294:23
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:330:13
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:328:13
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:355:23
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:353:23
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:389:13
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:387:13
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:414:23
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:412:23
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:448:13
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:446:13
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:468:27
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:466:27
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:499:27
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:497:27
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:526:13
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:524:13
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:538:13
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:535:13
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:559:27
+   --> tests/test_containers_integration_tests/services/test_trigger_provider_service.py:555:27
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
   --> tests/test_containers_integration_tests/services/test_web_conversation_service.py:92:38
 ERROR Argument `Literal['account']` is not assignable to parameter `created_by_role` with type `CreatorUserRole | SQLCoreOperations[CreatorUserRole]` in function `models.web.PinnedConversation.__init__` [bad-argument-type]
@@ -1728,10 +1550,6 @@
    --> tests/test_containers_integration_tests/tasks/test_clean_notion_document_task.py:788:32
 ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
    --> tests/test_containers_integration_tests/tasks/test_clean_notion_document_task.py:832:27
-ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/tasks/test_clean_notion_document_task.py:850:27
-ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-   --> tests/test_containers_integration_tests/tasks/test_clean_notion_document_task.py:871:31
 ERROR `>=` is not supported between `None` and `Literal[3]` [unsupported-operation]
    --> tests/test_containers_integration_tests/tasks/test_clean_notion_document_task.py:890:16
 ERROR `>=` is not supported between `None` and `Literal[9]` [unsupported-operation]
@@ -1784,10 +1602,6 @@
   --> tests/test_containers_integration_tests/tasks/test_disable_segments_from_index_task.py:73:21
 ERROR Object of class `Account` has no attribute `tenant_id` [missing-attribute]
    --> tests/test_containers_integration_tests/tasks/test_disable_segments_from_index_task.py:101:23
-ERROR `str | None` is not assignable to upper bound `SupportsDunderGT[Any] | SupportsDunderLT[Any]` of type variable `SupportsRichComparisonT` [bad-specialization]
-   --> tests/test_containers_integration_tests/tasks/test_disable_segments_from_index_task.py:295:57
-ERROR `str | None` is not assignable to upper bound `SupportsDunderGT[Any] | SupportsDunderLT[Any]` of type variable `SupportsRichComparisonT` [bad-specialization]
-   --> tests/test_containers_integration_tests/tasks/test_disable_segments_from_index_task.py:724:57
 ERROR Object of class `NoneType` has no attribute `indexing_status` [missing-attribute]
    --> tests/test_containers_integration_tests/tasks/test_document_indexing_task.py:258:20
 ERROR Object of class `NoneType` has no attribute `processing_started_at` [missing-attribute]
@@ -1960,23 +1774,6 @@
    --> tests/test_containers_integration_tests/trigger/test_trigger_e2e.py:857:21
 ERROR Argument `Literal['unsupported_language']` is not assignable to parameter `language` with type `CodeLanguage` in function `core.helper.code_executor.code_executor.CodeExecutor.execute_workflow_code_template` [bad-argument-type]
   --> tests/test_containers_integration_tests/workflow/nodes/code_executor/test_code_executor.py:10:62
-ERROR Cannot index into `bool` [bad-index]
-  --> tests/unit_tests/clients/agent_backend/test_event_adapter.py:53:12
-ERROR Cannot index into `float` [bad-index]
-  --> tests/unit_tests/clients/agent_backend/test_event_adapter.py:53:12
-ERROR Cannot index into `int` [bad-index]
-  --> tests/unit_tests/clients/agent_backend/test_event_adapter.py:53:12
-ERROR Cannot index into `list[JsonValue]` [bad-index]
-  --> tests/unit_tests/clients/agent_backend/test_event_adapter.py:53:12
-ERROR Cannot index into `str` [bad-index]
-  --> tests/unit_tests/clients/agent_backend/test_event_adapter.py:53:12
-ERROR `None` is not subscriptable [unsupported-operation]
-  --> tests/unit_tests/clients/agent_backend/test_event_adapter.py:53:12
-ERROR Object of class `LayerConfig` has no attribute `user_id`
-ERROR Object of class `LayerConfig` has no attribute `plugin_id`
-ERROR Object of class `LayerConfig` has no attribute `tools`
-ERROR Cannot index into `object` [bad-index]
-   --> tests/unit_tests/clients/agent_backend/test_request_builder.py:164:12
 ERROR Expected a callable, got `None` [not-callable]
   --> tests/unit_tests/commands/test_clean_expired_messages.py:33:9
 ERROR Expected a callable, got `None` [not-callable]
@@ -1985,30 +1782,6 @@
   --> tests/unit_tests/commands/test_clean_expired_messages.py:94:9
 ERROR Expected a callable, got `None` [not-callable]
    --> tests/unit_tests/commands/test_clean_expired_messages.py:176:9
-ERROR Generator function should return `Generator` [bad-return]
-  --> tests/unit_tests/commands/test_legacy_model_type_migration.py:36:38
-ERROR Object of class `FromClause` has no attribute `insert` [missing-attribute]
-   --> tests/unit_tests/commands/test_legacy_model_type_migration.py:204:13
-ERROR Object of class `object` has no attribute `callback` [missing-attribute]
-   --> tests/unit_tests/commands/test_legacy_model_type_migration.py:383:5
-ERROR Object of class `object` has no attribute `callback` [missing-attribute]
-   --> tests/unit_tests/commands/test_legacy_model_type_migration.py:444:5
-ERROR Object of class `TextIOBase` has no attribute `name` [missing-attribute]
-   --> tests/unit_tests/commands/test_legacy_model_type_migration.py:457:17
-ERROR Class `object` has no class attribute `__table__` [missing-attribute]
-   --> tests/unit_tests/commands/test_legacy_model_type_migration.py:541:48
-ERROR Class `object` has no class attribute `__table__` [missing-attribute]
-   --> tests/unit_tests/commands/test_legacy_model_type_migration.py:620:48
-ERROR Class `object` has no class attribute `__table__` [missing-attribute]
-   --> tests/unit_tests/commands/test_legacy_model_type_migration.py:723:48
-ERROR Class `object` has no class attribute `__table__` [missing-attribute]
-   --> tests/unit_tests/commands/test_legacy_model_type_migration.py:801:48
-ERROR Class `object` has no class attribute `__table__` [missing-attribute]
-   --> tests/unit_tests/commands/test_legacy_model_type_migration.py:856:42
-ERROR Argument `object` is not assignable to parameter `orig` with type `BaseException` in function `sqlalchemy.exc.DBAPIError.__init__` [bad-argument-type]
-    --> tests/unit_tests/commands/test_legacy_model_type_migration.py:1226:44
-ERROR Argument `SimpleNamespace` is not assignable to parameter `orig` with type `BaseException` in function `sqlalchemy.exc.DBAPIError.__init__` [bad-argument-type]
-    --> tests/unit_tests/commands/test_legacy_model_type_migration.py:1250:57
 ERROR Expected a callable, got `None` [not-callable]
   --> tests/unit_tests/commands/test_reset_encrypt_key_pair.py:18:9
 ERROR Object of class `ModuleType` has no attribute `upgrade` [missing-attribute]
@@ -2051,22 +1824,46 @@
    --> tests/unit_tests/controllers/console/app/test_app_response_models.py:112:12
 ERROR Object of class `object` has no attribute `exec_module` [missing-attribute]
    --> tests/unit_tests/controllers/console/app/test_app_response_models.py:113:5
+ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow` with type `Workflow` in function `controllers.console.app.workflow._parse_file` [bad-argument-type]
+  --> tests/unit_tests/controllers/console/app/test_workflow.py:26:40
+ERROR Argument `SimpleNamespace` is not assignable to parameter `workflow` with type `Workflow` in function `controllers.console.app.workflow._parse_file` [bad-argument-type]
+  --> tests/unit_tests/controllers/console/app/test_workflow.py:44:42
+ERROR Object of class `FunctionType` has no attribute `assert_called_once_with` [missing-attribute]
+   --> tests/unit_tests/controllers/console/app/test_workflow.py:406:5
+ERROR Object of class `FunctionType` has no attribute `call_count` [missing-attribute]
+   --> tests/unit_tests/controllers/console/app/test_workflow.py:438:12
+ERROR `in` is not supported between `Literal['Maximum']` and `None` [not-iterable]
+   --> tests/unit_tests/controllers/console/app/test_workflow.py:466:12
 ERROR Missing argument `app_model` in function `handler` [missing-argument]
-   --> tests/unit_tests/controllers/console/app/test_wraps.py:104:19
+  --> tests/unit_tests/controllers/console/app/test_wraps.py:21:19
 ERROR Unexpected keyword argument `app_id` in function `handler` [unexpected-keyword]
-   --> tests/unit_tests/controllers/console/app/test_wraps.py:104:20
+  --> tests/unit_tests/controllers/console/app/test_wraps.py:21:20
 ERROR Missing argument `app_model` in function `handler` [missing-argument]
-   --> tests/unit_tests/controllers/console/app/test_wraps.py:117:16
+  --> tests/unit_tests/controllers/console/app/test_wraps.py:34:16
 ERROR Unexpected keyword argument `app_id` in function `handler` [unexpected-keyword]
-   --> tests/unit_tests/controllers/console/app/test_wraps.py:117:17
+  --> tests/unit_tests/controllers/console/app/test_wraps.py:34:17
 ERROR Missing argument `app_model` in function `handler` [missing-argument]
-   --> tests/unit_tests/controllers/console/app/test_wraps.py:126:16
-ERROR Missing argument `app_model` in function `Handler.get` [missing-argument]
-   --> tests/unit_tests/controllers/console/app/test_wraps.py:148:25
-ERROR Unexpected keyword argument `app_id` in function `Handler.get` [unexpected-keyword]
-   --> tests/unit_tests/controllers/console/app/test_wraps.py:148:26
+  --> tests/unit_tests/controllers/console/app/test_wraps.py:43:16
 ERROR Cannot set item in `OrderedDict[str, bool | list[str] | str]` [unsupported-operation]
    --> tests/unit_tests/controllers/console/app/workflow_draft_variables_test.py:137:47
+ERROR `None` is not subscriptable [unsupported-operation]
+   --> tests/unit_tests/controllers/console/auth/test_login_logout.py:516:16
+ERROR `None` is not subscriptable [unsupported-operation]
+   --> tests/unit_tests/controllers/console/auth/test_login_logout.py:543:16
+ERROR Object of class `tuple` has no attribute `json` [missing-attribute]
+  --> tests/unit_tests/controllers/console/auth/test_token_refresh.py:74:16
+ERROR Type `Response` is not iterable [not-iterable]
+  --> tests/unit_tests/controllers/console/auth/test_token_refresh.py:92:13
+ERROR Type `Response` is not iterable [not-iterable]
+   --> tests/unit_tests/controllers/console/auth/test_token_refresh.py:117:13
+ERROR Type `Response` is not iterable [not-iterable]
+   --> tests/unit_tests/controllers/console/auth/test_token_refresh.py:142:13
+ERROR Type `Response` is not iterable [not-iterable]
+   --> tests/unit_tests/controllers/console/auth/test_token_refresh.py:165:13
+ERROR Object of class `tuple` has no attribute `json` [missing-attribute]
+   --> tests/unit_tests/controllers/console/auth/test_token_refresh.py:192:16
+ERROR Object of class `BadRequest` has no attribute `data` [missing-attribute]
+    --> tests/unit_tests/controllers/console/datasets/test_datasets.py:1655:16
 ERROR Object of class `BytesIO` has no attribute `filename` [missing-attribute]
    --> tests/unit_tests/controllers/console/explore/test_trial.py:651:9
 ERROR Object of class `BytesIO` has no attribute `filename` [missing-attribute]
@@ -2101,6 +1898,10 @@
    --> tests/unit_tests/controllers/console/explore/test_wraps.py:181:18
 ERROR Argument `Literal['app-id']` is not assignable to parameter `view` with type `(App) -> Unknown` in function `controllers.console.explore.wraps.decorator` [bad-argument-type]
    --> tests/unit_tests/controllers/console/explore/test_wraps.py:204:23
+ERROR No attribute `MethodView` in module `builtins` [missing-attribute]
+  --> tests/unit_tests/controllers/console/test_extension.py:14:5
+ERROR No attribute `MethodView` in module `builtins` [missing-attribute]
+  --> tests/unit_tests/controllers/console/test_extension.py:25:9
 ERROR Argument `Flask` is not assignable to parameter `app` with type `DifyApp` in function `extensions.ext_fastopenapi.init_app` [bad-argument-type]
   --> tests/unit_tests/controllers/console/test_fastopenapi_ping.py:21:30
 ERROR Argument `Flask` is not assignable to parameter `app` with type `DifyApp` in function `extensions.ext_fastopenapi.init_app` [bad-argument-type]
@@ -2114,13 +1915,25 @@
 ERROR Argument `SimpleNamespace` is not assignable to parameter `form` with type `Form` in function `controllers.console.human_input_form.ConsoleHumanInputFormApi._ensure_console_access` [bad-argument-type]
   --> tests/unit_tests/controllers/console/test_human_input_form.py:47:57
 ERROR Object of class `Flask` has no attribute `login_manager` [missing-attribute]
-  --> tests/unit_tests/controllers/console/test_workspace_account.py:29:5
+  --> tests/unit_tests/controllers/console/test_workspace_account.py:23:5
 ERROR `SimpleNamespace | object` is not assignable to attribute `_current_tenant` with type `Tenant | None` [bad-assignment]
-  --> tests/unit_tests/controllers/console/test_workspace_account.py:39:31
+  --> tests/unit_tests/controllers/console/test_workspace_account.py:33:31
 ERROR Object of class `Flask` has no attribute `login_manager` [missing-attribute]
-  --> tests/unit_tests/controllers/console/test_workspace_members.py:16:5
+  --> tests/unit_tests/controllers/console/test_workspace_members.py:15:5
 ERROR `SimpleNamespace` is not assignable to attribute `_current_tenant` with type `Tenant | None` [bad-assignment]
-  --> tests/unit_tests/controllers/console/test_workspace_members.py:73:43
+  --> tests/unit_tests/controllers/console/test_workspace_members.py:62:43
+ERROR Object of class `Exception` has no attribute `code` [missing-attribute]
+   --> tests/unit_tests/controllers/console/test_wraps.py:117:24
+ERROR Object of class `Exception` has no attribute `code` [missing-attribute]
+   --> tests/unit_tests/controllers/console/test_wraps.py:197:28
+ERROR Object of class `Exception` has no attribute `description` [missing-attribute]
+   --> tests/unit_tests/controllers/console/test_wraps.py:198:67
+ERROR Object of class `Exception` has no attribute `code` [missing-attribute]
+   --> tests/unit_tests/controllers/console/test_wraps.py:222:28
+ERROR Object of class `Exception` has no attribute `code` [missing-attribute]
+   --> tests/unit_tests/controllers/console/test_wraps.py:298:28
+ERROR Object of class `Exception` has no attribute `description` [missing-attribute]
+   --> tests/unit_tests/controllers/console/test_wraps.py:299:48
 ERROR `SimpleNamespace` is not assignable to attribute `db` with type `SQLAlchemy` [bad-assignment]
   --> tests/unit_tests/controllers/files/test_image_preview.py:23:17
 ERROR `SimpleNamespace` is not assignable to attribute `request` with type `Request` [bad-assignment]
@@ -2189,134 +2002,6 @@
    --> tests/unit_tests/controllers/inner_api/plugin/test_plugin_wraps.py:342:35
 ERROR Missing argument `payload` in function `protected_view` [missing-argument]
    --> tests/unit_tests/controllers/inner_api/plugin/test_plugin_wraps.py:348:36
-ERROR Object of class `Step` has no attribute `_mounters` [missing-attribute]
-  --> tests/unit_tests/controllers/openapi/auth/test_composition.py:52:31
-ERROR Argument `Literal['apps:run']` is not assignable to parameter `required_scope` with type `Scope` in function `controllers.openapi.auth.context.Context.__init__` [bad-argument-type]
- --> tests/unit_tests/controllers/openapi/auth/test_context.py:5:34
-ERROR Argument `Literal['apps:run']` is not assignable to parameter `required_scope` with type `Scope` in function `controllers.openapi.auth.context.Context.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_context.py:19:34
-ERROR `frozenset[str]` is not assignable to attribute `scopes` with type `frozenset[Scope]` [bad-assignment]
-  --> tests/unit_tests/controllers/openapi/auth/test_context.py:20:18
-ERROR Argument `Literal['x']` is not assignable to parameter `required_scope` with type `Scope` in function `controllers.openapi.auth.context.Context.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_pipeline.py:18:65
-ERROR Argument `Literal['x']` is not assignable to parameter `required_scope` with type `Scope` in function `controllers.openapi.auth.context.Context.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_pipeline.py:34:61
-ERROR Argument `Literal['apps:run']` is not assignable to parameter `scope` with type `Scope` in function `controllers.openapi.auth.pipeline.Pipeline.guard` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_pipeline.py:49:27
-ERROR Argument `Literal['apps:run']` is not assignable to parameter `required_scope` with type `Scope` in function `controllers.openapi.auth.context.Context.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_app_resolver.py:13:35
-ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_app_resolver.py:63:12
-ERROR Object of class `NoneType` has no attribute `id` [missing-attribute]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_app_resolver.py:64:12
-ERROR Argument `Literal['apps:run']` is not assignable to parameter `required_scope` with type `Scope` in function `controllers.openapi.auth.context.Context.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_authz.py:14:32
-ERROR `str | Unknown` is not assignable to attribute `account_id` with type `UUID | None` [bad-assignment]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_authz.py:17:20
-ERROR `SimpleNamespace` is not assignable to attribute `app` with type `App | None` [bad-assignment]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_authz.py:18:13
-ERROR `SimpleNamespace` is not assignable to attribute `tenant` with type `Tenant | None` [bad-assignment]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_authz.py:19:16
-ERROR Argument `() -> SimpleNamespace` is not assignable to parameter `resolve_strategy` with type `() -> AppAuthzStrategy` in function `controllers.openapi.auth.steps.AppAuthzCheck.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_authz.py:70:23
-ERROR Argument `() -> SimpleNamespace` is not assignable to parameter `resolve_strategy` with type `() -> AppAuthzStrategy` in function `controllers.openapi.auth.steps.AppAuthzCheck.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_authz.py:76:19
-ERROR Argument `Literal['apps:run']` is not assignable to parameter `required_scope` with type `Scope` in function `controllers.openapi.auth.context.Context.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_bearer.py:22:35
-ERROR Argument `Literal['apps:read']` is not assignable to parameter `required_scope` with type `Scope` in function `controllers.openapi.auth.context.Context.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_layer0.py:18:32
-ERROR `SimpleNamespace | None` is not assignable to attribute `tenant` with type `Tenant | None` [bad-assignment]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_layer0.py:21:16
-ERROR Argument `Literal['apps:run']` is not assignable to parameter `required_scope` with type `Scope` in function `controllers.openapi.auth.context.Context.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_mount.py:15:32
-ERROR `SimpleNamespace` is not assignable to attribute `app` with type `App | None` [bad-assignment]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_mount.py:19:13
-ERROR `SimpleNamespace` is not assignable to attribute `tenant` with type `Tenant | None` [bad-assignment]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_mount.py:20:16
-ERROR Argument `test_caller_mount_dispatches_by_subject_type.Fake` is not assignable to parameter `*mounters` with type `CallerMounter` in function `controllers.openapi.auth.steps.CallerMount.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_mount.py:68:9
-ERROR Argument `test_caller_mount_dispatches_by_subject_type.Fake` is not assignable to parameter `*mounters` with type `CallerMounter` in function `controllers.openapi.auth.steps.CallerMount.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/auth/test_step_mount.py:69:9
-ERROR `in` is not supported between `Literal['wrong_surface']` and `None` [not-iterable]
-  --> tests/unit_tests/controllers/openapi/auth/test_surface_gate.py:93:20
-ERROR `in` is not supported between `Literal['/openapi/v1/apps']` and `None` [not-iterable]
-  --> tests/unit_tests/controllers/openapi/auth/test_surface_gate.py:96:20
-ERROR Object of class `FunctionType` has no attribute `view_class` [missing-attribute]
-  --> tests/unit_tests/controllers/openapi/test_account.py:40:12
-ERROR Object of class `FunctionType` has no attribute `view_class` [missing-attribute]
-  --> tests/unit_tests/controllers/openapi/test_account.py:50:12
-ERROR `in` is not supported between `Literal['GET']` and `None` [not-iterable]
-  --> tests/unit_tests/controllers/openapi/test_account.py:55:12
-ERROR `in` is not supported between `Literal['DELETE']` and `None` [not-iterable]
-  --> tests/unit_tests/controllers/openapi/test_account.py:60:12
-ERROR Object of class `FunctionType` has no attribute `view_class` [missing-attribute]
-  --> tests/unit_tests/controllers/openapi/test_account.py:70:12
-ERROR `in` is not supported between `Literal['GET']` and `None` [not-iterable]
-  --> tests/unit_tests/controllers/openapi/test_account.py:71:12
-ERROR Object of class `FunctionType` has no attribute `view_class` [missing-attribute]
-  --> tests/unit_tests/controllers/openapi/test_account.py:81:12
-ERROR `in` is not supported between `Literal['DELETE']` and `None` [not-iterable]
-  --> tests/unit_tests/controllers/openapi/test_account.py:82:12
-ERROR Argument `frozenset[str]` is not assignable to parameter `scopes` with type `frozenset[Scope]` in function `libs.oauth_bearer.AuthContext.__init__` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/test_account.py:99:16
-ERROR Argument `frozenset[str]` is not assignable to parameter `scopes` with type `frozenset[Scope]` in function `libs.oauth_bearer.AuthContext.__init__` [bad-argument-type]
-   --> tests/unit_tests/controllers/openapi/test_account.py:128:16
-ERROR Argument `SimpleNamespace` is not assignable to parameter `app` with type `App` in function `controllers.openapi.apps.parameters_payload` [bad-argument-type]
-  --> tests/unit_tests/controllers/openapi/test_app_payloads.py:37:28
-ERROR Argument `SimpleNamespace` is not assignable to parameter `app` with type\n\n... (truncated) ...

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github-actions Bot commented May 27, 2026

Pyrefly Type Coverage

Metric Base PR Delta
Type coverage 45.73% 43.69% -2.04%
Strict coverage 45.26% 43.22% -2.04%
Typed symbols 24,434 22,132 -2,302
Untyped symbols 29,300 28,835 -465
Modules 2736 2557 -179

@fatelei fatelei added this pull request to the merge queue May 27, 2026
Merged via the queue into langgenius:main with commit bee21c9 May 27, 2026
28 checks passed
@laipz8200 laipz8200 mentioned this pull request Jun 3, 2026
Merged
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@fatelei fatelei fatelei approved these changes

@JohnJyong JohnJyong Awaiting requested review from JohnJyong JohnJyong is a code owner

@QuantumGhost QuantumGhost Awaiting requested review from QuantumGhost QuantumGhost is a code owner

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lgtm This PR has been approved by a maintainer size:M This PR changes 30-99 lines, ignoring generated files.

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