diff --git a/api/controllers/console/app/workflow_draft_variable.py b/api/controllers/console/app/workflow_draft_variable.py
index 9771d6f1e5..657e794ac4 100644
--- a/api/controllers/console/app/workflow_draft_variable.py
+++ b/api/controllers/console/app/workflow_draft_variable.py
@@ -1,7 +1,7 @@
 import logging
 from collections.abc import Callable
 from functools import wraps
-from typing import Any
+from typing import Any, TypedDict
 
 from flask import Response, request
 from flask_restx import Resource, fields, marshal, marshal_with
@@ -86,7 +86,14 @@ def _serialize_variable_type(workflow_draft_var: WorkflowDraftVariable) -> str:
     return value_type.exposed_type().value
 
 
-def _serialize_full_content(variable: WorkflowDraftVariable) -> dict | None:
+class FullContentDict(TypedDict):
+    size_bytes: int | None
+    value_type: str
+    length: int | None
+    download_url: str
+
+
+def _serialize_full_content(variable: WorkflowDraftVariable) -> FullContentDict | None:
     """Serialize full_content information for large variables."""
     if not variable.is_truncated():
         return None
@@ -94,12 +101,13 @@ def _serialize_full_content(variable: WorkflowDraftVariable) -> dict | None:
     variable_file = variable.variable_file
     assert variable_file is not None
 
-    return {
+    result: FullContentDict = {
         "size_bytes": variable_file.size,
         "value_type": variable_file.value_type.exposed_type().value,
         "length": variable_file.length,
         "download_url": file_helpers.get_signed_file_url(variable_file.upload_file_id, as_attachment=True),
     }
+    return result
 
 
 def _ensure_variable_access(
diff --git a/api/core/agent/cot_agent_runner.py b/api/core/agent/cot_agent_runner.py
index 11e2aa062d..f07ac64498 100644
--- a/api/core/agent/cot_agent_runner.py
+++ b/api/core/agent/cot_agent_runner.py
@@ -2,7 +2,7 @@ import json
 import logging
 from abc import ABC, abstractmethod
 from collections.abc import Generator, Mapping, Sequence
-from typing import Any
+from typing import Any, TypedDict
 
 from graphon.model_runtime.entities.llm_entities import LLMResult, LLMResultChunk, LLMResultChunkDelta, LLMUsage
 from graphon.model_runtime.entities.message_entities import (
@@ -29,6 +29,13 @@ from models.model import Message
 logger = logging.getLogger(__name__)
 
 
+class ActionDict(TypedDict):
+    """Shape produced by AgentScratchpadUnit.Action.to_dict()."""
+
+    action: str
+    action_input: dict[str, Any] | str
+
+
 class CotAgentRunner(BaseAgentRunner, ABC):
     _is_first_iteration = True
     _ignore_observation_providers = ["wenxin"]
@@ -331,7 +338,7 @@ class CotAgentRunner(BaseAgentRunner, ABC):
 
         return tool_invoke_response, tool_invoke_meta
 
-    def _convert_dict_to_action(self, action: dict) -> AgentScratchpadUnit.Action:
+    def _convert_dict_to_action(self, action: ActionDict) -> AgentScratchpadUnit.Action:
         """
         convert dict to action
         """
diff --git a/api/core/extension/extensible.py b/api/core/extension/extensible.py
index c2789a7a35..b79dbeb7e0 100644
--- a/api/core/extension/extensible.py
+++ b/api/core/extension/extensible.py
@@ -32,9 +32,9 @@ class Extensible:
 
     name: str
     tenant_id: str
-    config: dict | None = None
+    config: dict[str, Any] | None = None
 
-    def __init__(self, tenant_id: str, config: dict | None = None):
+    def __init__(self, tenant_id: str, config: dict[str, Any] | None = None):
         self.tenant_id = tenant_id
         self.config = config
 
diff --git a/api/core/external_data_tool/api/api.py b/api/core/external_data_tool/api/api.py
index 564801f189..8ce068cfbb 100644
--- a/api/core/external_data_tool/api/api.py
+++ b/api/core/external_data_tool/api/api.py
@@ -1,3 +1,6 @@
+from collections.abc import Mapping
+from typing import Any, TypedDict
+
 from sqlalchemy import select
 
 from core.extension.api_based_extension_requestor import APIBasedExtensionRequestor
@@ -7,6 +10,16 @@ from extensions.ext_database import db
 from models.api_based_extension import APIBasedExtension, APIBasedExtensionPoint
 
 
+class ApiToolConfig(TypedDict, total=False):
+    """Expected config shape for ApiExternalDataTool.
+
+    Not used directly in method signatures (base class accepts dict[str, Any]);
+    kept here to document the keys this tool reads from config.
+    """
+
+    api_based_extension_id: str
+
+
 class ApiExternalDataTool(ExternalDataTool):
     """
     The api external data tool.
@@ -16,7 +29,7 @@ class ApiExternalDataTool(ExternalDataTool):
     """the unique name of external data tool"""
 
     @classmethod
-    def validate_config(cls, tenant_id: str, config: dict):
+    def validate_config(cls, tenant_id: str, config: dict[str, Any]):
         """
         Validate the incoming form config data.
 
@@ -37,7 +50,7 @@ class ApiExternalDataTool(ExternalDataTool):
         if not api_based_extension:
             raise ValueError("api_based_extension_id is invalid")
 
-    def query(self, inputs: dict, query: str | None = None) -> str:
+    def query(self, inputs: Mapping[str, Any], query: str | None = None) -> str:
         """
         Query the external data tool.
 
diff --git a/api/core/external_data_tool/base.py b/api/core/external_data_tool/base.py
index cbec2e4e42..12bea4e9e5 100644
--- a/api/core/external_data_tool/base.py
+++ b/api/core/external_data_tool/base.py
@@ -1,4 +1,6 @@
 from abc import ABC, abstractmethod
+from collections.abc import Mapping
+from typing import Any
 
 from core.extension.extensible import Extensible, ExtensionModule
 
@@ -15,14 +17,14 @@ class ExternalDataTool(Extensible, ABC):
     variable: str
     """the tool variable name of app tool"""
 
-    def __init__(self, tenant_id: str, app_id: str, variable: str, config: dict | None = None):
+    def __init__(self, tenant_id: str, app_id: str, variable: str, config: dict[str, Any] | None = None):
         super().__init__(tenant_id, config)
         self.app_id = app_id
         self.variable = variable
 
     @classmethod
     @abstractmethod
-    def validate_config(cls, tenant_id: str, config: dict):
+    def validate_config(cls, tenant_id: str, config: dict[str, Any]):
         """
         Validate the incoming form config data.
 
@@ -33,7 +35,7 @@ class ExternalDataTool(Extensible, ABC):
         raise NotImplementedError
 
     @abstractmethod
-    def query(self, inputs: dict, query: str | None = None) -> str:
+    def query(self, inputs: Mapping[str, Any], query: str | None = None) -> str:
         """
         Query the external data tool.
 
diff --git a/api/core/logging/structured_formatter.py b/api/core/logging/structured_formatter.py
index 9baf6c4682..ae7be91c17 100644
--- a/api/core/logging/structured_formatter.py
+++ b/api/core/logging/structured_formatter.py
@@ -3,7 +3,7 @@
 import logging
 import traceback
 from datetime import UTC, datetime
-from typing import Any, TypedDict
+from typing import Any, NotRequired, TypedDict
 
 import orjson
 
@@ -16,6 +16,19 @@ class IdentityDict(TypedDict, total=False):
     user_type: str
 
 
+class LogDict(TypedDict):
+    ts: str
+    severity: str
+    service: str
+    caller: str
+    message: str
+    trace_id: NotRequired[str]
+    span_id: NotRequired[str]
+    identity: NotRequired[IdentityDict]
+    attributes: NotRequired[dict[str, Any]]
+    stack_trace: NotRequired[str]
+
+
 class StructuredJSONFormatter(logging.Formatter):
     """
     JSON log formatter following the specified schema:
@@ -55,9 +68,9 @@ class StructuredJSONFormatter(logging.Formatter):
 
             return json.dumps(log_dict, default=str, ensure_ascii=False)
 
-    def _build_log_dict(self, record: logging.LogRecord) -> dict[str, Any]:
+    def _build_log_dict(self, record: logging.LogRecord) -> LogDict:
         # Core fields
-        log_dict: dict[str, Any] = {
+        log_dict: LogDict = {
             "ts": datetime.now(UTC).isoformat(timespec="milliseconds").replace("+00:00", "Z"),
             "severity": self.SEVERITY_MAP.get(record.levelno, "INFO"),
             "service": self._service_name,
diff --git a/api/extensions/ext_redis.py b/api/extensions/ext_redis.py
index a619b9342d..20f05b8b9e 100644
--- a/api/extensions/ext_redis.py
+++ b/api/extensions/ext_redis.py
@@ -141,6 +141,12 @@ class RedisHealthParamsDict(TypedDict):
     health_check_interval: int | None
 
 
+class RedisClusterHealthParamsDict(TypedDict):
+    retry: Retry
+    socket_timeout: float | None
+    socket_connect_timeout: float | None
+
+
 class RedisBaseParamsDict(TypedDict):
     username: str | None
     password: str | None
@@ -211,7 +217,7 @@ def _get_connection_health_params() -> RedisHealthParamsDict:
     )
 
 
-def _get_cluster_connection_health_params() -> dict[str, Any]:
+def _get_cluster_connection_health_params() -> RedisClusterHealthParamsDict:
     """Get retry and timeout parameters for Redis Cluster clients.
 
     RedisCluster does not support ``health_check_interval`` as a constructor
@@ -219,8 +225,13 @@ def _get_cluster_connection_health_params() -> dict[str, Any]:
     here. Only ``retry``, ``socket_timeout``, and ``socket_connect_timeout``
     are passed through.
     """
-    params: dict[str, Any] = dict(_get_connection_health_params())
-    return {k: v for k, v in params.items() if k != "health_check_interval"}
+    health_params = _get_connection_health_params()
+    result: RedisClusterHealthParamsDict = {
+        "retry": health_params["retry"],
+        "socket_timeout": health_params["socket_timeout"],
+        "socket_connect_timeout": health_params["socket_connect_timeout"],
+    }
+    return result
 
 
 def _get_base_redis_params() -> RedisBaseParamsDict:
diff --git a/api/models/dataset.py b/api/models/dataset.py
index f6aa81f35d..a8ed821c3a 100644
--- a/api/models/dataset.py
+++ b/api/models/dataset.py
@@ -353,13 +353,17 @@ class Dataset(Base):
         if self.provider != "external":
             return None
         external_knowledge_binding = db.session.scalar(
-            select(ExternalKnowledgeBindings).where(ExternalKnowledgeBindings.dataset_id == self.id)
+            select(ExternalKnowledgeBindings).where(
+                ExternalKnowledgeBindings.dataset_id == self.id,
+                ExternalKnowledgeBindings.tenant_id == self.tenant_id,
+            )
         )
         if not external_knowledge_binding:
             return None
         external_knowledge_api = db.session.scalar(
             select(ExternalKnowledgeApis).where(
-                ExternalKnowledgeApis.id == external_knowledge_binding.external_knowledge_api_id
+                ExternalKnowledgeApis.id == external_knowledge_binding.external_knowledge_api_id,
+                ExternalKnowledgeApis.tenant_id == self.tenant_id,
             )
         )
         if external_knowledge_api is None or external_knowledge_api.settings is None:
diff --git a/api/models/source.py b/api/models/source.py
index a8addbe342..8078b32f8c 100644
--- a/api/models/source.py
+++ b/api/models/source.py
@@ -1,5 +1,6 @@
 import json
 from datetime import datetime
+from typing import Any, TypedDict
 from uuid import uuid4
 
 import sqlalchemy as sa
@@ -38,6 +39,17 @@ class DataSourceOauthBinding(TypeBase):
     disabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=True, server_default=sa.text("false"), default=False)
 
 
+class DataSourceApiKeyAuthBindingDict(TypedDict):
+    id: str
+    tenant_id: str
+    category: str
+    provider: str
+    credentials: Any
+    created_at: float
+    updated_at: float
+    disabled: bool
+
+
 class DataSourceApiKeyAuthBinding(TypeBase):
     __tablename__ = "data_source_api_key_auth_bindings"
     __table_args__ = (
@@ -65,8 +77,8 @@ class DataSourceApiKeyAuthBinding(TypeBase):
     )
     disabled: Mapped[bool] = mapped_column(sa.Boolean, nullable=True, server_default=sa.text("false"), default=False)
 
-    def to_dict(self):
-        return {
+    def to_dict(self) -> DataSourceApiKeyAuthBindingDict:
+        result: DataSourceApiKeyAuthBindingDict = {
             "id": self.id,
             "tenant_id": self.tenant_id,
             "category": self.category,
@@ -76,3 +88,4 @@ class DataSourceApiKeyAuthBinding(TypeBase):
             "updated_at": self.updated_at.timestamp(),
             "disabled": self.disabled,
         }
+        return result
diff --git a/api/pyproject.toml b/api/pyproject.toml
index 086ce5bb72..5f12197a5b 100644
--- a/api/pyproject.toml
+++ b/api/pyproject.toml
@@ -8,38 +8,38 @@ dependencies = [
     "arize-phoenix-otel~=0.15.0",
     "azure-identity==1.25.3",
     "beautifulsoup4==4.14.3",
-    "boto3==1.42.83",
+    "boto3==1.42.88",
     "bs4~=0.0.1",
     "cachetools~=5.3.0",
     "celery~=5.6.2",
     "charset-normalizer>=3.4.4",
-    "flask~=3.1.2",
-    "flask-compress>=1.17,<1.25",
-    "flask-cors~=6.0.0",
+    "flask~=3.1.3",
+    "flask-compress>=1.24,<1.25",
+    "flask-cors~=6.0.2",
     "flask-login~=0.6.3",
     "flask-migrate~=4.1.0",
     "flask-orjson~=2.0.0",
     "flask-sqlalchemy~=3.1.1",
     "gevent~=25.9.1",
     "gmpy2~=2.3.0",
-    "google-api-core>=2.19.1",
-    "google-api-python-client==2.193.0",
-    "google-auth>=2.47.0",
+    "google-api-core>=2.30.3",
+    "google-api-python-client==2.194.0",
+    "google-auth>=2.49.2",
     "google-auth-httplib2==0.3.1",
-    "google-cloud-aiplatform>=1.123.0",
-    "googleapis-common-protos>=1.65.0",
+    "google-cloud-aiplatform>=1.147.0",
+    "googleapis-common-protos>=1.74.0",
     "graphon>=0.1.2",
     "gunicorn~=25.3.0",
     "httpx[socks]~=0.28.0",
     "jieba==0.42.1",
     "json-repair>=0.55.1",
-    "langfuse>=3.0.0,<5.0.0",
-    "langsmith~=0.7.16",
+    "langfuse>=4.2.0,<5.0.0",
+    "langsmith~=0.7.30",
     "markdown~=3.10.2",
-    "mlflow-skinny>=3.0.0",
+    "mlflow-skinny>=3.11.1",
     "numpy~=1.26.4",
     "openpyxl~=3.1.5",
-    "opik~=1.10.37",
+    "opik~=1.11.2",
     "litellm==1.83.0",                                    # Pinned to avoid madoka dependency issue
     "opentelemetry-api==1.40.0",
     "opentelemetry-distro==0.61b0",
@@ -53,14 +53,14 @@ dependencies = [
     "opentelemetry-instrumentation-httpx==0.61b0",
     "opentelemetry-instrumentation-redis==0.61b0",
     "opentelemetry-instrumentation-sqlalchemy==0.61b0",
-    "opentelemetry-propagator-b3==1.40.0",
+    "opentelemetry-propagator-b3==1.41.0",
     "opentelemetry-proto==1.40.0",
     "opentelemetry-sdk==1.40.0",
     "opentelemetry-semantic-conventions==0.61b0",
     "opentelemetry-util-http==0.61b0",
     "pandas[excel,output-formatting,performance]~=3.0.1",
     "psycogreen~=1.0.2",
-    "psycopg2-binary~=2.9.6",
+    "psycopg2-binary~=2.9.11",
     "pycryptodome==3.23.0",
     "pydantic~=2.12.5",
     "pydantic-settings~=2.13.1",
@@ -73,7 +73,7 @@ dependencies = [
     "redis[hiredis]~=7.4.0",
     "resend~=2.26.0",
     "sentry-sdk[flask]~=2.55.0",
-    "sqlalchemy~=2.0.29",
+    "sqlalchemy~=2.0.49",
     "starlette==1.0.0",
     "tiktoken~=0.12.0",
     "transformers~=5.3.0",
@@ -86,7 +86,7 @@ dependencies = [
     "flask-restx~=1.3.2",
     "packaging~=23.2",
     "croniter>=6.0.0",
-    "weaviate-client==4.20.4",
+    "weaviate-client==4.20.5",
     "apscheduler>=3.11.0",
     "weave>=0.52.16",
     "fastopenapi[flask]>=0.7.0",
@@ -111,11 +111,11 @@ package = false
 dev = [
     "coverage~=7.13.4",
     "dotenv-linter~=0.7.0",
-    "faker~=40.12.0",
+    "faker~=40.13.0",
     "lxml-stubs~=0.5.1",
     "basedpyright~=1.39.0",
-    "ruff~=0.15.5",
-    "pytest~=9.0.2",
+    "ruff~=0.15.10",
+    "pytest~=9.0.3",
     "pytest-benchmark~=5.2.3",
     "pytest-cov~=7.1.0",
     "pytest-env~=1.6.0",
@@ -130,8 +130,8 @@ dev = [
     "types-docutils~=0.22.3",
     "types-flask-cors~=6.0.0",
     "types-flask-migrate~=4.1.0",
-    "types-gevent~=25.9.0",
-    "types-greenlet~=3.3.0",
+    "types-gevent~=26.4.0",
+    "types-greenlet~=3.4.0",
     "types-html5lib~=1.1.11",
     "types-markdown~=3.10.2",
     "types-oauthlib~=3.3.0",
@@ -149,20 +149,20 @@ dev = [
     "types-pyyaml~=6.0.12",
     "types-regex~=2026.4.4",
     "types-shapely~=2.1.0",
-    "types-simplejson>=3.20.0",
-    "types-six>=1.17.0",
-    "types-tensorflow>=2.18.0",
-    "types-tqdm>=4.67.0",
+    "types-simplejson>=3.20.0.20260408",
+    "types-six>=1.17.0.20260408",
+    "types-tensorflow>=2.18.0.20260408",
+    "types-tqdm>=4.67.3.20260408",
     "types-ujson>=5.10.0",
-    "boto3-stubs>=1.38.20",
-    "types-jmespath>=1.0.2.20240106",
-    "hypothesis>=6.131.15",
+    "boto3-stubs>=1.42.88",
+    "types-jmespath>=1.1.0.20260408",
+    "hypothesis>=6.151.12",
     "types_pyOpenSSL>=24.1.0",
-    "types_cffi>=1.17.0",
-    "types_setuptools>=80.9.0",
+    "types_cffi>=2.0.0.20260408",
+    "types_setuptools>=82.0.0.20260408",
     "pandas-stubs~=3.0.0",
     "scipy-stubs>=1.15.3.0",
-    "types-python-http-client>=3.3.7.20240910",
+    "types-python-http-client>=3.3.7.20260408",
     "import-linter>=2.3",
     "types-redis>=4.6.0.20241004",
     "celery-types>=0.23.0",
@@ -180,10 +180,10 @@ dev = [
 ############################################################
 storage = [
     "azure-storage-blob==12.28.0",
-    "bce-python-sdk~=0.9.23",
+    "bce-python-sdk~=0.9.69",
     "cos-python-sdk-v5==1.9.41",
     "esdk-obs-python==3.26.2",
-    "google-cloud-storage>=3.0.0",
+    "google-cloud-storage>=3.10.1",
     "opendal~=0.46.0",
     "oss2==2.19.1",
     "supabase~=2.18.1",
@@ -209,19 +209,19 @@ vdb = [
     "elasticsearch==8.14.0",
     "opensearch-py==3.1.0",
     "oracledb==3.4.2",
-    "pgvecto-rs[sqlalchemy]~=0.2.1",
+    "pgvecto-rs[sqlalchemy]~=0.2.2",
     "pgvector==0.4.2",
-    "pymilvus~=2.6.10",
+    "pymilvus~=2.6.12",
     "pymochow==2.4.0",
     "pyobvector~=0.2.17",
     "qdrant-client==1.9.0",
     "intersystems-irispython>=5.1.0",
-    "tablestore==6.4.3",
+    "tablestore==6.4.4",
     "tcvectordb~=2.1.0",
     "tidb-vector==0.0.15",
     "upstash-vector==0.8.0",
     "volcengine-compat~=1.0.0",
-    "weaviate-client==4.20.4",
+    "weaviate-client==4.20.5",
     "xinference-client~=2.4.0",
     "mo-vector~=0.1.13",
     "mysql-connector-python>=9.3.0",
diff --git a/api/services/dataset_service.py b/api/services/dataset_service.py
index b2920c1006..e07e01ad42 100644
--- a/api/services/dataset_service.py
+++ b/api/services/dataset_service.py
@@ -528,6 +528,8 @@ class DatasetService:
             raise ValueError("External knowledge id is required.")
         if not external_knowledge_api_id:
             raise ValueError("External knowledge api id is required.")
+        # Ensure the referenced external API template exists and belongs to the dataset tenant.
+        ExternalDatasetService.get_external_knowledge_api(external_knowledge_api_id, dataset.tenant_id)
         # Update metadata fields
         dataset.updated_by = user.id if user else None
         dataset.updated_at = naive_utc_now()
diff --git a/api/services/external_knowledge_service.py b/api/services/external_knowledge_service.py
index ce5dee4943..96db644d44 100644
--- a/api/services/external_knowledge_service.py
+++ b/api/services/external_knowledge_service.py
@@ -317,7 +317,10 @@ class ExternalDatasetService:
 
         external_knowledge_api = db.session.scalar(
             select(ExternalKnowledgeApis)
-            .where(ExternalKnowledgeApis.id == external_knowledge_binding.external_knowledge_api_id)
+            .where(
+                ExternalKnowledgeApis.id == external_knowledge_binding.external_knowledge_api_id,
+                ExternalKnowledgeApis.tenant_id == tenant_id,
+            )
             .limit(1)
         )
         if external_knowledge_api is None or external_knowledge_api.settings is None:
diff --git a/api/services/workflow_draft_variable_service.py b/api/services/workflow_draft_variable_service.py
index 8057d9b2c7..2cc6e21574 100644
--- a/api/services/workflow_draft_variable_service.py
+++ b/api/services/workflow_draft_variable_service.py
@@ -3,8 +3,9 @@ import json
 import logging
 from collections.abc import Mapping, Sequence
 from concurrent.futures import ThreadPoolExecutor
+from datetime import datetime
 from enum import StrEnum
-from typing import Any, ClassVar
+from typing import Any, ClassVar, NotRequired, TypedDict
 
 from graphon.enums import NodeType
 from graphon.file import File
@@ -725,8 +726,27 @@ def _batch_upsert_draft_variable(
     session.execute(stmt)
 
 
-def _model_to_insertion_dict(model: WorkflowDraftVariable) -> dict[str, Any]:
-    d: dict[str, Any] = {
+class _InsertionDict(TypedDict):
+    id: str
+    app_id: str
+    user_id: str | None
+    last_edited_at: datetime | None
+    node_id: str
+    name: str
+    selector: str
+    value_type: SegmentType
+    value: str
+    node_execution_id: str | None
+    file_id: str | None
+    visible: NotRequired[bool]
+    editable: NotRequired[bool]
+    created_at: NotRequired[datetime]
+    updated_at: NotRequired[datetime]
+    description: NotRequired[str]
+
+
+def _model_to_insertion_dict(model: WorkflowDraftVariable) -> _InsertionDict:
+    d: _InsertionDict = {
         "id": model.id,
         "app_id": model.app_id,
         "user_id": model.user_id,
diff --git a/api/tests/integration_tests/conftest.py b/api/tests/integration_tests/conftest.py
index 44adadeaa5..b2e8dda443 100644
--- a/api/tests/integration_tests/conftest.py
+++ b/api/tests/integration_tests/conftest.py
@@ -8,6 +8,7 @@ from collections.abc import Generator
 import pytest
 from flask import Flask
 from flask.testing import FlaskClient
+from sqlalchemy import delete, select
 from sqlalchemy.orm import Session
 
 from app_factory import create_app
@@ -83,15 +84,15 @@ def setup_account(request) -> Generator[Account, None, None]:
 
     with _CACHED_APP.test_request_context():
         with Session(bind=db.engine, expire_on_commit=False) as session:
-            account = session.query(Account).filter_by(email=email).one()
+            account = session.scalars(select(Account).filter_by(email=email)).one()
 
     yield account
 
     with _CACHED_APP.test_request_context():
-        db.session.query(DifySetup).delete()
-        db.session.query(TenantAccountJoin).delete()
-        db.session.query(Account).delete()
-        db.session.query(Tenant).delete()
+        db.session.execute(delete(DifySetup))
+        db.session.execute(delete(TenantAccountJoin))
+        db.session.execute(delete(Account))
+        db.session.execute(delete(Tenant))
         db.session.commit()
 
 
diff --git a/api/tests/integration_tests/services/plugin/test_plugin_lifecycle.py b/api/tests/integration_tests/services/plugin/test_plugin_lifecycle.py
index 951a5ab4b4..0a19debc39 100644
--- a/api/tests/integration_tests/services/plugin/test_plugin_lifecycle.py
+++ b/api/tests/integration_tests/services/plugin/test_plugin_lifecycle.py
@@ -1,5 +1,5 @@
 import pytest
-from sqlalchemy import delete
+from sqlalchemy import delete, func, select
 
 from core.db.session_factory import session_factory
 from models import Tenant
@@ -61,7 +61,11 @@ class TestPluginPermissionLifecycle:
         assert perm.debug_permission == TenantPluginPermission.DebugPermission.ADMINS
 
         with session_factory.create_session() as session:
-            count = session.query(TenantPluginPermission).where(TenantPluginPermission.tenant_id == tenant).count()
+            count = session.scalar(
+                select(func.count())
+                .select_from(TenantPluginPermission)
+                .where(TenantPluginPermission.tenant_id == tenant)
+            )
         assert count == 1
 
 
diff --git a/api/tests/integration_tests/services/retention/test_messages_clean_service.py b/api/tests/integration_tests/services/retention/test_messages_clean_service.py
index 348bb0af4a..352960bcc2 100644
--- a/api/tests/integration_tests/services/retention/test_messages_clean_service.py
+++ b/api/tests/integration_tests/services/retention/test_messages_clean_service.py
@@ -3,7 +3,7 @@ import math
 import uuid
 
 import pytest
-from sqlalchemy import delete
+from sqlalchemy import delete, func, select
 
 from core.db.session_factory import session_factory
 from models import Tenant
@@ -210,7 +210,7 @@ class TestMessagesCleanServiceIntegration:
         assert stats["total_deleted"] == 0
 
         with session_factory.create_session() as session:
-            remaining = session.query(Message).where(Message.id.in_(all_ids)).count()
+            remaining = session.scalar(select(func.count()).select_from(Message).where(Message.id.in_(all_ids)))
         assert remaining == len(all_ids)
 
     def test_billing_disabled_deletes_all_in_range(self, seed_messages):
@@ -231,7 +231,7 @@ class TestMessagesCleanServiceIntegration:
         assert stats["total_deleted"] == len(all_ids)
 
         with session_factory.create_session() as session:
-            remaining = session.query(Message).where(Message.id.in_(all_ids)).count()
+            remaining = session.scalar(select(func.count()).select_from(Message).where(Message.id.in_(all_ids)))
         assert remaining == 0
 
     def test_start_from_filters_correctly(self, seed_messages):
@@ -254,7 +254,7 @@ class TestMessagesCleanServiceIntegration:
 
         with session_factory.create_session() as session:
             all_ids = list(msg_ids.values())
-            remaining_ids = {r[0] for r in session.query(Message.id).where(Message.id.in_(all_ids)).all()}
+            remaining_ids = set(session.scalars(select(Message.id).where(Message.id.in_(all_ids))).all())
 
         assert msg_ids["old"] not in remaining_ids
         assert msg_ids["very_old"] in remaining_ids
@@ -282,7 +282,7 @@ class TestMessagesCleanServiceIntegration:
         assert stats["batches"] >= expected_batches
 
         with session_factory.create_session() as session:
-            remaining = session.query(Message).where(Message.id.in_(msg_ids)).count()
+            remaining = session.scalar(select(func.count()).select_from(Message).where(Message.id.in_(msg_ids)))
         assert remaining == 0
 
     def test_no_messages_in_range_returns_empty_stats(self, seed_messages):
@@ -319,9 +319,17 @@ class TestMessagesCleanServiceIntegration:
         assert stats["total_deleted"] == 1
 
         with session_factory.create_session() as session:
-            assert session.query(Message).where(Message.id == msg_id).count() == 0
-            assert session.query(MessageFeedback).where(MessageFeedback.id == fb_id).count() == 0
-            assert session.query(MessageAnnotation).where(MessageAnnotation.id == ann_id).count() == 0
+            assert session.scalar(select(func.count()).select_from(Message).where(Message.id == msg_id)) == 0
+            assert (
+                session.scalar(select(func.count()).select_from(MessageFeedback).where(MessageFeedback.id == fb_id))
+                == 0
+            )
+            assert (
+                session.scalar(
+                    select(func.count()).select_from(MessageAnnotation).where(MessageAnnotation.id == ann_id)
+                )
+                == 0
+            )
 
     def test_factory_from_time_range_validation(self):
         with pytest.raises(ValueError, match="start_from"):
diff --git a/api/tests/integration_tests/services/test_workflow_draft_variable_service.py b/api/tests/integration_tests/services/test_workflow_draft_variable_service.py
index 5c6636f31e..c7bb90f019 100644
--- a/api/tests/integration_tests/services/test_workflow_draft_variable_service.py
+++ b/api/tests/integration_tests/services/test_workflow_draft_variable_service.py
@@ -7,7 +7,7 @@ from graphon.nodes import BuiltinNodeTypes
 from graphon.variables.segments import StringSegment
 from graphon.variables.types import SegmentType
 from graphon.variables.variables import StringVariable
-from sqlalchemy import delete
+from sqlalchemy import delete, func, select
 from sqlalchemy.orm import Session
 
 from core.workflow.variable_prefixes import CONVERSATION_VARIABLE_NODE_ID, SYSTEM_VARIABLE_NODE_ID
@@ -38,21 +38,25 @@ class TestWorkflowDraftVariableService(unittest.TestCase):
 
     def setUp(self):
         self._test_app_id = str(uuid.uuid4())
+        self._test_user_id = str(uuid.uuid4())
         self._session: Session = db.session()
         sys_var = WorkflowDraftVariable.new_sys_variable(
             app_id=self._test_app_id,
+            user_id=self._test_user_id,
             name="sys_var",
             value=build_segment("sys_value"),
             node_execution_id=self._node_exec_id,
         )
         conv_var = WorkflowDraftVariable.new_conversation_variable(
             app_id=self._test_app_id,
+            user_id=self._test_user_id,
             name="conv_var",
             value=build_segment("conv_value"),
         )
         node2_vars = [
             WorkflowDraftVariable.new_node_variable(
                 app_id=self._test_app_id,
+                user_id=self._test_user_id,
                 node_id=self._node2_id,
                 name="int_var",
                 value=build_segment(1),
@@ -61,6 +65,7 @@ class TestWorkflowDraftVariableService(unittest.TestCase):
             ),
             WorkflowDraftVariable.new_node_variable(
                 app_id=self._test_app_id,
+                user_id=self._test_user_id,
                 node_id=self._node2_id,
                 name="str_var",
                 value=build_segment("str_value"),
@@ -70,6 +75,7 @@ class TestWorkflowDraftVariableService(unittest.TestCase):
         ]
         node1_var = WorkflowDraftVariable.new_node_variable(
             app_id=self._test_app_id,
+            user_id=self._test_user_id,
             node_id=self._node1_id,
             name="str_var",
             value=build_segment("str_value"),
@@ -141,24 +147,27 @@ class TestWorkflowDraftVariableService(unittest.TestCase):
     def test_delete_node_variables(self):
         srv = self._get_test_srv()
         srv.delete_node_variables(self._test_app_id, self._node2_id, user_id=self._test_user_id)
-        node2_var_count = (
-            self._session.query(WorkflowDraftVariable)
+        node2_var_count = self._session.scalar(
+            select(func.count())
+            .select_from(WorkflowDraftVariable)
             .where(
                 WorkflowDraftVariable.app_id == self._test_app_id,
                 WorkflowDraftVariable.node_id == self._node2_id,
+                WorkflowDraftVariable.user_id == self._test_user_id,
             )
-            .count()
         )
         assert node2_var_count == 0
 
     def test_delete_variable(self):
         srv = self._get_test_srv()
-        node_1_var = (
-            self._session.query(WorkflowDraftVariable).where(WorkflowDraftVariable.id == self._node1_str_var_id).one()
-        )
+        node_1_var = self._session.scalars(
+            select(WorkflowDraftVariable).where(WorkflowDraftVariable.id == self._node1_str_var_id)
+        ).one()
         srv.delete_variable(node_1_var)
         exists = bool(
-            self._session.query(WorkflowDraftVariable).where(WorkflowDraftVariable.id == self._node1_str_var_id).first()
+            self._session.scalars(
+                select(WorkflowDraftVariable).where(WorkflowDraftVariable.id == self._node1_str_var_id)
+            ).first()
         )
         assert exists is False
 
@@ -248,9 +257,7 @@ class TestDraftVariableLoader(unittest.TestCase):
 
     def tearDown(self):
         with Session(bind=db.engine, expire_on_commit=False) as session:
-            session.query(WorkflowDraftVariable).where(WorkflowDraftVariable.app_id == self._test_app_id).delete(
-                synchronize_session=False
-            )
+            session.execute(delete(WorkflowDraftVariable).where(WorkflowDraftVariable.app_id == self._test_app_id))
             session.commit()
 
     def test_variable_loader_with_empty_selector(self):
@@ -431,9 +438,11 @@ class TestDraftVariableLoader(unittest.TestCase):
             # Clean up
             with Session(bind=db.engine) as session:
                 # Query and delete by ID to ensure they're tracked in this session
-                session.query(WorkflowDraftVariable).filter_by(id=offloaded_var.id).delete()
-                session.query(WorkflowDraftVariableFile).filter_by(id=variable_file.id).delete()
-                session.query(UploadFile).filter_by(id=upload_file.id).delete()
+                session.execute(delete(WorkflowDraftVariable).where(WorkflowDraftVariable.id == offloaded_var.id))
+                session.execute(
+                    delete(WorkflowDraftVariableFile).where(WorkflowDraftVariableFile.id == variable_file.id)
+                )
+                session.execute(delete(UploadFile).where(UploadFile.id == upload_file.id))
                 session.commit()
             # Clean up storage
             try:
@@ -534,9 +543,11 @@ class TestDraftVariableLoader(unittest.TestCase):
             # Clean up
             with Session(bind=db.engine) as session:
                 # Query and delete by ID to ensure they're tracked in this session
-                session.query(WorkflowDraftVariable).filter_by(id=offloaded_var.id).delete()
-                session.query(WorkflowDraftVariableFile).filter_by(id=variable_file.id).delete()
-                session.query(UploadFile).filter_by(id=upload_file.id).delete()
+                session.execute(delete(WorkflowDraftVariable).where(WorkflowDraftVariable.id == offloaded_var.id))
+                session.execute(
+                    delete(WorkflowDraftVariableFile).where(WorkflowDraftVariableFile.id == variable_file.id)
+                )
+                session.execute(delete(UploadFile).where(UploadFile.id == upload_file.id))
                 session.commit()
             # Clean up storage
             try:
diff --git a/api/tests/integration_tests/tasks/test_remove_app_and_related_data_task.py b/api/tests/integration_tests/tasks/test_remove_app_and_related_data_task.py
index 38dc8bbb28..3dfedd811d 100644
--- a/api/tests/integration_tests/tasks/test_remove_app_and_related_data_task.py
+++ b/api/tests/integration_tests/tasks/test_remove_app_and_related_data_task.py
@@ -3,7 +3,7 @@ from unittest.mock import patch
 
 import pytest
 from graphon.variables.segments import StringSegment
-from sqlalchemy import delete
+from sqlalchemy import delete, func, select
 
 from core.db.session_factory import session_factory
 from extensions.storage.storage_type import StorageType
@@ -108,8 +108,12 @@ class TestDeleteDraftVariablesIntegration:
         app2_id = data["app2"].id
 
         with session_factory.create_session() as session:
-            app1_vars_before = session.query(WorkflowDraftVariable).filter_by(app_id=app1_id).count()
-            app2_vars_before = session.query(WorkflowDraftVariable).filter_by(app_id=app2_id).count()
+            app1_vars_before = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app1_id)
+            )
+            app2_vars_before = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app2_id)
+            )
         assert app1_vars_before == 5
         assert app2_vars_before == 5
 
@@ -117,8 +121,12 @@ class TestDeleteDraftVariablesIntegration:
         assert deleted_count == 5
 
         with session_factory.create_session() as session:
-            app1_vars_after = session.query(WorkflowDraftVariable).filter_by(app_id=app1_id).count()
-            app2_vars_after = session.query(WorkflowDraftVariable).filter_by(app_id=app2_id).count()
+            app1_vars_after = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app1_id)
+            )
+            app2_vars_after = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app2_id)
+            )
         assert app1_vars_after == 0
         assert app2_vars_after == 5
 
@@ -130,7 +138,9 @@ class TestDeleteDraftVariablesIntegration:
         assert deleted_count == 5
 
         with session_factory.create_session() as session:
-            remaining_vars = session.query(WorkflowDraftVariable).filter_by(app_id=app1_id).count()
+            remaining_vars = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app1_id)
+            )
         assert remaining_vars == 0
 
     def test_delete_draft_variables_batch_nonexistent_app(self, setup_test_data):
@@ -143,14 +153,18 @@ class TestDeleteDraftVariablesIntegration:
         app1_id = data["app1"].id
 
         with session_factory.create_session() as session:
-            vars_before = session.query(WorkflowDraftVariable).filter_by(app_id=app1_id).count()
+            vars_before = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app1_id)
+            )
         assert vars_before == 5
 
         deleted_count = _delete_draft_variables(app1_id)
         assert deleted_count == 5
 
         with session_factory.create_session() as session:
-            vars_after = session.query(WorkflowDraftVariable).filter_by(app_id=app1_id).count()
+            vars_after = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app1_id)
+            )
         assert vars_after == 0
 
     def test_batch_deletion_handles_large_dataset(self, app_and_tenant):
@@ -175,7 +189,9 @@ class TestDeleteDraftVariablesIntegration:
             deleted_count = delete_draft_variables_batch(app.id, batch_size=8)
             assert deleted_count == 25
             with session_factory.create_session() as session:
-                remaining = session.query(WorkflowDraftVariable).filter_by(app_id=app.id).count()
+                remaining = session.scalar(
+                    select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app.id)
+                )
             assert remaining == 0
         finally:
             with session_factory.create_session() as session:
@@ -307,13 +323,17 @@ class TestDeleteDraftVariablesWithOffloadIntegration:
         mock_storage.delete.return_value = None
 
         with session_factory.create_session() as session:
-            draft_vars_before = session.query(WorkflowDraftVariable).filter_by(app_id=app_id).count()
-            var_files_before = (
-                session.query(WorkflowDraftVariableFile)
-                .where(WorkflowDraftVariableFile.id.in_(variable_file_ids))
-                .count()
+            draft_vars_before = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app_id)
+            )
+            var_files_before = session.scalar(
+                select(func.count())
+                .select_from(WorkflowDraftVariableFile)
+                .where(WorkflowDraftVariableFile.id.in_(variable_file_ids))
+            )
+            upload_files_before = session.scalar(
+                select(func.count()).select_from(UploadFile).where(UploadFile.id.in_(upload_file_ids))
             )
-            upload_files_before = session.query(UploadFile).where(UploadFile.id.in_(upload_file_ids)).count()
         assert draft_vars_before == 3
         assert var_files_before == 2
         assert upload_files_before == 2
@@ -322,16 +342,20 @@ class TestDeleteDraftVariablesWithOffloadIntegration:
         assert deleted_count == 3
 
         with session_factory.create_session() as session:
-            draft_vars_after = session.query(WorkflowDraftVariable).filter_by(app_id=app_id).count()
+            draft_vars_after = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app_id)
+            )
         assert draft_vars_after == 0
 
         with session_factory.create_session() as session:
-            var_files_after = (
-                session.query(WorkflowDraftVariableFile)
+            var_files_after = session.scalar(
+                select(func.count())
+                .select_from(WorkflowDraftVariableFile)
                 .where(WorkflowDraftVariableFile.id.in_(variable_file_ids))
-                .count()
             )
-            upload_files_after = session.query(UploadFile).where(UploadFile.id.in_(upload_file_ids)).count()
+            upload_files_after = session.scalar(
+                select(func.count()).select_from(UploadFile).where(UploadFile.id.in_(upload_file_ids))
+            )
         assert var_files_after == 0
         assert upload_files_after == 0
 
@@ -352,16 +376,20 @@ class TestDeleteDraftVariablesWithOffloadIntegration:
         assert deleted_count == 3
 
         with session_factory.create_session() as session:
-            draft_vars_after = session.query(WorkflowDraftVariable).filter_by(app_id=app_id).count()
+            draft_vars_after = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app_id)
+            )
         assert draft_vars_after == 0
 
         with session_factory.create_session() as session:
-            var_files_after = (
-                session.query(WorkflowDraftVariableFile)
+            var_files_after = session.scalar(
+                select(func.count())
+                .select_from(WorkflowDraftVariableFile)
                 .where(WorkflowDraftVariableFile.id.in_(variable_file_ids))
-                .count()
             )
-            upload_files_after = session.query(UploadFile).where(UploadFile.id.in_(upload_file_ids)).count()
+            upload_files_after = session.scalar(
+                select(func.count()).select_from(UploadFile).where(UploadFile.id.in_(upload_file_ids))
+            )
         assert var_files_after == 0
         assert upload_files_after == 0
 
@@ -579,7 +607,9 @@ class TestDeleteDraftVariablesSessionCommit:
 
         # Verify all data was deleted (proves transaction was committed)
         with session_factory.create_session() as session:
-            remaining_count = session.query(WorkflowDraftVariable).filter_by(app_id=app_id).count()
+            remaining_count = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app_id)
+            )
 
         assert deleted_count == 10
         assert remaining_count == 0
@@ -592,7 +622,9 @@ class TestDeleteDraftVariablesSessionCommit:
 
         # Verify initial state
         with session_factory.create_session() as session:
-            initial_count = session.query(WorkflowDraftVariable).filter_by(app_id=app_id).count()
+            initial_count = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app_id)
+            )
         assert initial_count == 10
 
         # Perform deletion with small batch size to force multiple commits
@@ -602,13 +634,17 @@ class TestDeleteDraftVariablesSessionCommit:
 
         # Verify all data is deleted in a new session (proves commits worked)
         with session_factory.create_session() as session:
-            final_count = session.query(WorkflowDraftVariable).filter_by(app_id=app_id).count()
+            final_count = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app_id)
+            )
         assert final_count == 0
 
         # Verify specific IDs are deleted
         with session_factory.create_session() as session:
-            remaining_vars = (
-                session.query(WorkflowDraftVariable).where(WorkflowDraftVariable.id.in_(variable_ids)).count()
+            remaining_vars = session.scalar(
+                select(func.count())
+                .select_from(WorkflowDraftVariable)
+                .where(WorkflowDraftVariable.id.in_(variable_ids))
             )
         assert remaining_vars == 0
 
@@ -626,7 +662,9 @@ class TestDeleteDraftVariablesSessionCommit:
         app_id = data["app"].id
 
         with session_factory.create_session() as session:
-            initial_count = session.query(WorkflowDraftVariable).filter_by(app_id=app_id).count()
+            initial_count = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app_id)
+            )
         assert initial_count == 10
 
         # Delete all in a single batch
@@ -635,7 +673,9 @@ class TestDeleteDraftVariablesSessionCommit:
 
         # Verify data is persisted
         with session_factory.create_session() as session:
-            final_count = session.query(WorkflowDraftVariable).filter_by(app_id=app_id).count()
+            final_count = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app_id)
+            )
         assert final_count == 0
 
     def test_invalid_batch_size_raises_error(self, setup_commit_test_data):
@@ -659,13 +699,17 @@ class TestDeleteDraftVariablesSessionCommit:
 
         # Verify initial state
         with session_factory.create_session() as session:
-            draft_vars_before = session.query(WorkflowDraftVariable).filter_by(app_id=app_id).count()
-            var_files_before = (
-                session.query(WorkflowDraftVariableFile)
-                .where(WorkflowDraftVariableFile.id.in_([vf.id for vf in data["variable_files"]]))
-                .count()
+            draft_vars_before = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app_id)
+            )
+            var_files_before = session.scalar(
+                select(func.count())
+                .select_from(WorkflowDraftVariableFile)
+                .where(WorkflowDraftVariableFile.id.in_([vf.id for vf in data["variable_files"]]))
+            )
+            upload_files_before = session.scalar(
+                select(func.count()).select_from(UploadFile).where(UploadFile.id.in_(upload_file_ids))
             )
-            upload_files_before = session.query(UploadFile).where(UploadFile.id.in_(upload_file_ids)).count()
         assert draft_vars_before == 3
         assert var_files_before == 2
         assert upload_files_before == 2
@@ -676,13 +720,17 @@ class TestDeleteDraftVariablesSessionCommit:
 
         # Verify all data is persisted (deleted) in new session
         with session_factory.create_session() as session:
-            draft_vars_after = session.query(WorkflowDraftVariable).filter_by(app_id=app_id).count()
-            var_files_after = (
-                session.query(WorkflowDraftVariableFile)
-                .where(WorkflowDraftVariableFile.id.in_([vf.id for vf in data["variable_files"]]))
-                .count()
+            draft_vars_after = session.scalar(
+                select(func.count()).select_from(WorkflowDraftVariable).filter_by(app_id=app_id)
+            )
+            var_files_after = session.scalar(
+                select(func.count())
+                .select_from(WorkflowDraftVariableFile)
+                .where(WorkflowDraftVariableFile.id.in_([vf.id for vf in data["variable_files"]]))
+            )
+            upload_files_after = session.scalar(
+                select(func.count()).select_from(UploadFile).where(UploadFile.id.in_(upload_file_ids))
             )
-            upload_files_after = session.query(UploadFile).where(UploadFile.id.in_(upload_file_ids)).count()
         assert draft_vars_after == 0
         assert var_files_after == 0
         assert upload_files_after == 0
diff --git a/api/tests/test_containers_integration_tests/services/test_conversation_service.py b/api/tests/test_containers_integration_tests/services/test_conversation_service.py
index 6180d98b1e..98c38f2b5f 100644
--- a/api/tests/test_containers_integration_tests/services/test_conversation_service.py
+++ b/api/tests/test_containers_integration_tests/services/test_conversation_service.py
@@ -637,6 +637,40 @@ class TestConversationServiceSummarization:
         assert conversation.name == new_name
         assert conversation.updated_at == mock_time
 
+    @patch("services.conversation_service.LLMGenerator.generate_conversation_name")
+    def test_rename_with_auto_generate(self, mock_llm_generator, db_session_with_containers):
+        """
+        Test rename delegates to auto_generate_name when auto_generate is True.
+
+        When auto_generate is True, the service should call auto_generate_name
+        which uses an LLM to create a descriptive conversation title.
+        """
+        # Arrange
+        app_model, user = ConversationServiceIntegrationTestDataFactory.create_app_and_account(
+            db_session_with_containers
+        )
+        conversation = ConversationServiceIntegrationTestDataFactory.create_conversation(
+            db_session_with_containers, app_model, user
+        )
+        ConversationServiceIntegrationTestDataFactory.create_message(
+            db_session_with_containers, app_model, conversation, user
+        )
+        generated_name = "Auto Generated Name"
+        mock_llm_generator.return_value = generated_name
+
+        # Act
+        result = ConversationService.rename(
+            app_model=app_model,
+            conversation_id=conversation.id,
+            user=user,
+            name=None,
+            auto_generate=True,
+        )
+
+        # Assert
+        assert result == conversation
+        assert conversation.name == generated_name
+
 
 class TestConversationServiceMessageAnnotation:
     """
@@ -1066,3 +1100,32 @@ class TestConversationServiceExport:
         not_deleted = db_session_with_containers.scalar(select(Conversation).where(Conversation.id == conversation.id))
         assert not_deleted is not None
         mock_delete_task.delay.assert_not_called()
+
+    @patch("services.conversation_service.delete_conversation_related_data")
+    def test_delete_handles_exception_and_rollback(self, mock_delete_task, db_session_with_containers):
+        """
+        Test that delete propagates exceptions and does not trigger the cleanup task.
+
+        When a DB error occurs during deletion, the service must rollback the
+        transaction and re-raise the exception without scheduling async cleanup.
+        """
+        # Arrange
+        app_model, user = ConversationServiceIntegrationTestDataFactory.create_app_and_account(
+            db_session_with_containers
+        )
+        conversation = ConversationServiceIntegrationTestDataFactory.create_conversation(
+            db_session_with_containers, app_model, user
+        )
+        conversation_id = conversation.id
+
+        # Act — force an error during the delete to exercise the rollback path
+        with patch("services.conversation_service.db.session.delete", side_effect=Exception("DB error")):
+            with pytest.raises(Exception, match="DB error"):
+                ConversationService.delete(app_model=app_model, conversation_id=conversation_id, user=user)
+
+        # Assert — async cleanup must NOT have been scheduled
+        mock_delete_task.delay.assert_not_called()
+
+        # Conversation is still present because the deletion was never committed
+        still_there = db_session_with_containers.scalar(select(Conversation).where(Conversation.id == conversation_id))
+        assert still_there is not None
diff --git a/api/tests/test_containers_integration_tests/services/test_dataset_service_update_dataset.py b/api/tests/test_containers_integration_tests/services/test_dataset_service_update_dataset.py
index a814466e14..2a2d86a8a6 100644
--- a/api/tests/test_containers_integration_tests/services/test_dataset_service_update_dataset.py
+++ b/api/tests/test_containers_integration_tests/services/test_dataset_service_update_dataset.py
@@ -1,3 +1,4 @@
+import json
 from unittest.mock import Mock, patch
 from uuid import uuid4
 
@@ -7,7 +8,7 @@ from sqlalchemy.orm import Session
 
 from core.rag.index_processor.constant.index_type import IndexTechniqueType
 from models.account import Account, Tenant, TenantAccountJoin, TenantAccountRole
-from models.dataset import Dataset, ExternalKnowledgeBindings
+from models.dataset import Dataset, ExternalKnowledgeApis, ExternalKnowledgeBindings
 from models.enums import DataSourceType
 from services.dataset_service import DatasetService
 from services.errors.account import NoPermissionError
@@ -103,6 +104,34 @@ class DatasetUpdateTestDataFactory:
         db_session_with_containers.commit()
         return binding
 
+    @staticmethod
+    def create_external_knowledge_api(
+        db_session_with_containers: Session,
+        tenant_id: str,
+        created_by: str,
+        api_id: str | None = None,
+        name: str = "test-api",
+    ) -> ExternalKnowledgeApis:
+        """Create a real external knowledge API template for tenant-scoped update validation."""
+        external_api = ExternalKnowledgeApis(
+            tenant_id=tenant_id,
+            created_by=created_by,
+            updated_by=created_by,
+            name=name,
+            description="test description",
+            settings=json.dumps(
+                {
+                    "endpoint": "https://example.com",
+                    "api_key": "test-api-key",
+                }
+            ),
+        )
+        if api_id is not None:
+            external_api.id = api_id
+        db_session_with_containers.add(external_api)
+        db_session_with_containers.commit()
+        return external_api
+
 
 class TestDatasetServiceUpdateDataset:
     """
@@ -138,6 +167,11 @@ class TestDatasetServiceUpdateDataset:
         )
         binding_id = binding.id
         db_session_with_containers.expunge(binding)
+        external_api = DatasetUpdateTestDataFactory.create_external_knowledge_api(
+            db_session_with_containers,
+            tenant_id=tenant.id,
+            created_by=user.id,
+        )
 
         update_data = {
             "name": "new_name",
@@ -145,7 +179,7 @@ class TestDatasetServiceUpdateDataset:
             "external_retrieval_model": "new_model",
             "permission": "only_me",
             "external_knowledge_id": "new_knowledge_id",
-            "external_knowledge_api_id": str(uuid4()),
+            "external_knowledge_api_id": external_api.id,
         }
 
         result = DatasetService.update_dataset(dataset.id, update_data, user)
@@ -218,11 +252,16 @@ class TestDatasetServiceUpdateDataset:
             created_by=user.id,
             provider="external",
         )
+        external_api = DatasetUpdateTestDataFactory.create_external_knowledge_api(
+            db_session_with_containers,
+            tenant_id=tenant.id,
+            created_by=user.id,
+        )
 
         update_data = {
             "name": "new_name",
             "external_knowledge_id": "knowledge_id",
-            "external_knowledge_api_id": str(uuid4()),
+            "external_knowledge_api_id": external_api.id,
         }
 
         with pytest.raises(ValueError) as context:
diff --git a/api/tests/unit_tests/models/test_dataset_models.py b/api/tests/unit_tests/models/test_dataset_models.py
index 6c8a91129b..51d95c4239 100644
--- a/api/tests/unit_tests/models/test_dataset_models.py
+++ b/api/tests/unit_tests/models/test_dataset_models.py
@@ -12,7 +12,7 @@ This test suite covers:
 import json
 import pickle
 from datetime import UTC, datetime
-from unittest.mock import patch
+from unittest.mock import Mock, patch
 from uuid import uuid4
 
 from core.rag.index_processor.constant.index_type import IndexTechniqueType
@@ -25,6 +25,7 @@ from models.dataset import (
     Document,
     DocumentSegment,
     Embedding,
+    ExternalKnowledgeBindings,
 )
 from models.enums import (
     DataSourceType,
@@ -180,6 +181,24 @@ class TestDatasetModelValidation:
         assert result["top_k"] == 2
         assert result["score_threshold"] == 0.0
 
+    def test_dataset_external_knowledge_info_returns_none_for_cross_tenant_template(self):
+        """Test external datasets fail closed when the bound template is outside the tenant."""
+        dataset = Dataset(
+            tenant_id=str(uuid4()),
+            name="External Dataset",
+            data_source_type=DataSourceType.UPLOAD_FILE,
+            created_by=str(uuid4()),
+            provider="external",
+        )
+        binding = Mock(spec=ExternalKnowledgeBindings)
+        binding.external_knowledge_id = "knowledge-1"
+        binding.external_knowledge_api_id = str(uuid4())
+
+        with patch("models.dataset.db") as mock_db:
+            mock_db.session.scalar.side_effect = [binding, None]
+
+            assert dataset.external_knowledge_info is None
+
     def test_dataset_retrieval_model_dict_property(self):
         """Test retrieval_model_dict property with default values."""
         # Arrange
diff --git a/api/tests/unit_tests/services/test_conversation_service.py b/api/tests/unit_tests/services/test_conversation_service.py
index a4359f00b8..68f4c51afe 100644
--- a/api/tests/unit_tests/services/test_conversation_service.py
+++ b/api/tests/unit_tests/services/test_conversation_service.py
@@ -435,36 +435,6 @@ class TestConversationServiceRename:
         assert conversation.name == "New Name"
         mock_db_session.commit.assert_called_once()
 
-    @patch("services.conversation_service.db.session")
-    @patch("services.conversation_service.ConversationService.get_conversation")
-    @patch("services.conversation_service.ConversationService.auto_generate_name")
-    def test_rename_with_auto_generate(self, mock_auto_generate, mock_get_conversation, mock_db_session):
-        """
-        Test renaming conversation with auto-generation.
-
-        Should call auto_generate_name when auto_generate is True.
-        """
-        # Arrange
-        app_model = ConversationServiceTestDataFactory.create_app_mock()
-        user = ConversationServiceTestDataFactory.create_account_mock()
-        conversation = ConversationServiceTestDataFactory.create_conversation_mock()
-
-        mock_get_conversation.return_value = conversation
-        mock_auto_generate.return_value = conversation
-
-        # Act
-        result = ConversationService.rename(
-            app_model=app_model,
-            conversation_id="conv-123",
-            user=user,
-            name=None,
-            auto_generate=True,
-        )
-
-        # Assert
-        assert result == conversation
-        mock_auto_generate.assert_called_once_with(app_model, conversation)
-
 
 class TestConversationServiceAutoGenerateName:
     """Test conversation auto-name generation operations."""
@@ -576,29 +546,6 @@ class TestConversationServiceDelete:
         mock_db_session.commit.assert_called_once()
         mock_delete_task.delay.assert_called_once_with(conversation.id)
 
-    @patch("services.conversation_service.db.session")
-    @patch("services.conversation_service.ConversationService.get_conversation")
-    def test_delete_handles_exception_and_rollback(self, mock_get_conversation, mock_db_session):
-        """
-        Test deletion handles exceptions and rolls back transaction.
-
-        Should rollback database changes when deletion fails.
-        """
-        # Arrange
-        app_model = ConversationServiceTestDataFactory.create_app_mock()
-        user = ConversationServiceTestDataFactory.create_account_mock()
-        conversation = ConversationServiceTestDataFactory.create_conversation_mock()
-
-        mock_get_conversation.return_value = conversation
-        mock_db_session.delete.side_effect = Exception("Database Error")
-
-        # Act & Assert
-        with pytest.raises(Exception, match="Database Error"):
-            ConversationService.delete(app_model, "conv-123", user)
-
-        # Assert rollback was called
-        mock_db_session.rollback.assert_called_once()
-
 
 class TestConversationServiceConversationalVariable:
     """Test conversational variable operations."""
diff --git a/api/tests/unit_tests/services/test_dataset_service_dataset.py b/api/tests/unit_tests/services/test_dataset_service_dataset.py
index c65ce24b3c..2913ae20fe 100644
--- a/api/tests/unit_tests/services/test_dataset_service_dataset.py
+++ b/api/tests/unit_tests/services/test_dataset_service_dataset.py
@@ -532,6 +532,9 @@ class TestDatasetServiceCreationAndUpdate:
 
         with (
             patch.object(DatasetService, "_update_external_knowledge_binding") as update_binding,
+            patch(
+                "services.dataset_service.ExternalDatasetService.get_external_knowledge_api", return_value=object()
+            ) as get_external_knowledge_api,
             patch("services.dataset_service.naive_utc_now", return_value=now),
             patch("services.dataset_service.db") as mock_db,
         ):
@@ -557,6 +560,7 @@ class TestDatasetServiceCreationAndUpdate:
         assert dataset.permission == DatasetPermissionEnum.PARTIAL_TEAM
         assert dataset.updated_by == "user-1"
         assert dataset.updated_at is now
+        get_external_knowledge_api.assert_called_once_with("api-1", dataset.tenant_id)
         update_binding.assert_called_once_with("dataset-1", "knowledge-1", "api-1")
         mock_db.session.add.assert_called_once_with(dataset)
         mock_db.session.commit.assert_called_once()
@@ -574,6 +578,31 @@ class TestDatasetServiceCreationAndUpdate:
         with pytest.raises(ValueError, match=message):
             DatasetService._update_external_dataset(dataset, payload, SimpleNamespace(id="user-1"))
 
+    def test_update_external_dataset_rejects_cross_tenant_external_api_id(self):
+        dataset = DatasetServiceUnitDataFactory.create_dataset_mock(dataset_id="dataset-1")
+
+        with (
+            patch(
+                "services.dataset_service.ExternalDatasetService.get_external_knowledge_api",
+                side_effect=ValueError("api template not found"),
+            ) as get_external_knowledge_api,
+            patch.object(DatasetService, "_update_external_knowledge_binding") as update_binding,
+            patch("services.dataset_service.db") as mock_db,
+        ):
+            with pytest.raises(ValueError, match="api template not found"):
+                DatasetService._update_external_dataset(
+                    dataset,
+                    {
+                        "external_knowledge_id": "knowledge-1",
+                        "external_knowledge_api_id": "foreign-api",
+                    },
+                    SimpleNamespace(id="user-1"),
+                )
+
+        get_external_knowledge_api.assert_called_once_with("foreign-api", dataset.tenant_id)
+        update_binding.assert_not_called()
+        mock_db.session.commit.assert_not_called()
+
     def test_update_external_knowledge_binding_updates_changed_binding_values(self):
         binding = SimpleNamespace(external_knowledge_id="old-knowledge", external_knowledge_api_id="old-api")
         session = MagicMock()
diff --git a/api/tests/unit_tests/services/test_external_dataset_service.py b/api/tests/unit_tests/services/test_external_dataset_service.py
index 0777e6a8a4..b802f6931f 100644
--- a/api/tests/unit_tests/services/test_external_dataset_service.py
+++ b/api/tests/unit_tests/services/test_external_dataset_service.py
@@ -1560,6 +1560,17 @@ class TestExternalDatasetServiceFetchRetrieval:
         with pytest.raises(ValueError, match="external knowledge binding not found"):
             ExternalDatasetService.fetch_external_knowledge_retrieval("tenant-123", "dataset-123", "query", {})
 
+    @patch("services.external_knowledge_service.db")
+    def test_fetch_external_knowledge_retrieval_cross_tenant_api_template_error(self, mock_db, factory):
+        """Test error when a binding points to an API template outside the dataset tenant."""
+        # Arrange
+        binding = factory.create_external_knowledge_binding_mock()
+        mock_db.session.scalar.side_effect = [binding, None]
+
+        # Act & Assert
+        with pytest.raises(ValueError, match="external api template not found"):
+            ExternalDatasetService.fetch_external_knowledge_retrieval("tenant-123", "dataset-123", "query", {})
+
     @patch("services.external_knowledge_service.ExternalDatasetService.process_external_api")
     @patch("services.external_knowledge_service.db")
     def test_fetch_external_knowledge_retrieval_empty_results(self, mock_db, mock_process, factory):
diff --git a/api/uv.lock b/api/uv.lock
index 242015e837..f682ee9246 100644
--- a/api/uv.lock
+++ b/api/uv.lock
@@ -437,7 +437,7 @@ wheels = [
 
 [[package]]
 name = "bce-python-sdk"
-version = "0.9.68"
+version = "0.9.69"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "crc32c" },
@@ -445,9 +445,9 @@ dependencies = [
     { name = "pycryptodome" },
     { name = "six" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ca/7c/8b4d9128e571f898f9f177dc9f41e31692d8ddb08a963b0c576f219d1304/bce_python_sdk-0.9.68.tar.gz", hash = "sha256:adf182868ed25e53cc3c1573dad9a2b1e9b72ed1ffd0d3ef326f5fa93da7cfa6", size = 296349, upload-time = "2026-03-30T02:57:32.948Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/07/9c/8fdaf7f9259002b5aa9101bb88252f6d05f65c4535bbca567457da84d765/bce_python_sdk-0.9.69.tar.gz", hash = "sha256:2aaa9f4fc118b3efb720a66d7a541789b7d838a1ddacb9f3c6faa6b75e1c7d23", size = 300008, upload-time = "2026-04-10T08:13:29.769Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fa/4e/eaaba9264667d675c3de76485dc511f0f233c31bada8752411f7fc5170be/bce_python_sdk-0.9.68-py3-none-any.whl", hash = "sha256:fcb484db4a54aa2c4675834c10bc6c37d42929fd138faaf6c01f933d8fa927ed", size = 411932, upload-time = "2026-03-30T02:57:27.847Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/3b/41c2985d1b3b3bd5cdf103b4156b08320268ee7a0617f2a40c34fdd377e9/bce_python_sdk-0.9.69-py3-none-any.whl", hash = "sha256:50fb94833b5f4931255296396081b85143101bd9a7a894efbf20d1f759779de5", size = 415659, upload-time = "2026-04-10T08:13:27.958Z" },
 ]
 
 [[package]]
@@ -551,29 +551,29 @@ wheels = [
 
 [[package]]
 name = "boto3"
-version = "1.42.83"
+version = "1.42.88"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore" },
     { name = "jmespath" },
     { name = "s3transfer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/9f/87/1ed88eaa1e814841a37e71fee74c2b74341d14b791c0c6038b7ba914bea1/boto3-1.42.83.tar.gz", hash = "sha256:cc5621e603982cb3145b7f6c9970e02e297a1a0eb94637cc7f7b69d3017640ee", size = 112719, upload-time = "2026-04-03T19:34:21.254Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/da/bb/7d4435cca6fccf235dd40c891c731bcb9078e815917b57ebadd1e0ffabaf/boto3-1.42.88.tar.gz", hash = "sha256:2d22c70de5726918676a06f1a03acfb4d5d9ea92fc759354800b67b22aaeef19", size = 113238, upload-time = "2026-04-10T19:41:06.912Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c1/b1/8a066bc8f02937d49783c0b3948ab951d8284e6fde436cab9f359dbd4d93/boto3-1.42.83-py3-none-any.whl", hash = "sha256:544846fdb10585bb7837e409868e8e04c6b372fa04479ba1597ce82cf1242076", size = 140555, upload-time = "2026-04-03T19:34:17.935Z" },
+    { url = "https://files.pythonhosted.org/packages/0a/2b/8bfddb39a19f5fbc16a869f1a394771e6223f07160dbc0ff6b38e05ea0ae/boto3-1.42.88-py3-none-any.whl", hash = "sha256:2d0f52c971503377e4370d2a83edee6f077ddb8e684366ff38df4f13581d9cfc", size = 140557, upload-time = "2026-04-10T19:41:05.309Z" },
 ]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.42.83"
+version = "1.42.88"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore-stubs" },
     { name = "types-s3transfer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/2d/fe/6c43a048074d8567db38befe51bf0b770e8456aa2b91ce8fe6758f29ec3d/boto3_stubs-1.42.83.tar.gz", hash = "sha256:1ecbd88f4ae35764b9ea3579ca1e851b67ea0a73a442cb406de277fc1478daeb", size = 102188, upload-time = "2026-04-03T19:54:20.613Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/c2/c7/d4dfbb4757cd72fd350ba666902ec3ac19e04d6be639e96cdad4543d4726/boto3_stubs-1.42.88.tar.gz", hash = "sha256:85215fb4938a94d1cf83cd8632f46ae7728b5ec88187d83468f393bbe64236d6", size = 102495, upload-time = "2026-04-10T19:55:57.526Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9c/4d/eee0444fd466ebe69fdb61cc1f24b97d8e21e9e545865f7c1d846294a413/boto3_stubs-1.42.83-py3-none-any.whl", hash = "sha256:06185ca5f11a1edc880286f5f33779a2b08be356bf270bf1ec128d0819782a20", size = 70448, upload-time = "2026-04-03T19:54:16.315Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/6f/3befd72080aedbb4ad26b353a6e364645668664930ce49668fd0bab8f2b5/boto3_stubs-1.42.88-py3-none-any.whl", hash = "sha256:9e74350715ca8ccd63fc250f8eca9fa3161b3d1704339554344d72e4e21c5ed1", size = 70603, upload-time = "2026-04-10T19:55:49.921Z" },
 ]
 
 [package.optional-dependencies]
@@ -583,16 +583,16 @@ bedrock-runtime = [
 
 [[package]]
 name = "botocore"
-version = "1.42.83"
+version = "1.42.88"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jmespath" },
     { name = "python-dateutil" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4e/01/b46a3f8b6e9362258f78f1890db1a96d4ed73214d6a36420dc158dcfd221/botocore-1.42.83.tar.gz", hash = "sha256:34bc8cb64b17ac17f8901f073fe4fc9572a5cac9393a37b2b3ea372a83b87f4a", size = 15140337, upload-time = "2026-04-03T19:34:08.779Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/93/50/87966238f7aa3f7e5f87081185d5a407a95ede8b551e11bbe134ca3306dc/botocore-1.42.88.tar.gz", hash = "sha256:cbb59ee464662039b0c2c95a520cdf85b1e8ce00b72375ab9cd9f842cc001301", size = 15195331, upload-time = "2026-04-10T19:40:57.012Z" }
 wheels = [
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     { name = "beautifulsoup4", specifier = "==4.14.3" },
     { name = "bleach", specifier = "~=6.3.0" },
-    { name = "boto3", specifier = "==1.42.83" },
+    { name = "boto3", specifier = "==1.42.88" },
     { name = "bs4", specifier = "~=0.0.1" },
     { name = "cachetools", specifier = "~=5.3.0" },
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     { name = "croniter", specifier = ">=6.0.0" },
     { name = "fastopenapi", extras = ["flask"], specifier = ">=0.7.0" },
-    { name = "flask", specifier = "~=3.1.2" },
-    { name = "flask-compress", specifier = ">=1.17,<1.25" },
-    { name = "flask-cors", specifier = "~=6.0.0" },
+    { name = "flask", specifier = "~=3.1.3" },
+    { name = "flask-compress", specifier = ">=1.24,<1.25" },
+    { name = "flask-cors", specifier = "~=6.0.2" },
     { name = "flask-login", specifier = "~=0.6.3" },
     { name = "flask-migrate", specifier = "~=4.1.0" },
     { name = "flask-orjson", specifier = "~=2.0.0" },
@@ -1493,23 +1493,23 @@ requires-dist = [
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     { name = "gevent", specifier = "~=25.9.1" },
     { name = "gmpy2", specifier = "~=2.3.0" },
-    { name = "google-api-core", specifier = ">=2.19.1" },
-    { name = "google-api-python-client", specifier = "==2.193.0" },
-    { name = "google-auth", specifier = ">=2.47.0" },
+    { name = "google-api-core", specifier = ">=2.30.3" },
+    { name = "google-api-python-client", specifier = "==2.194.0" },
+    { name = "google-auth", specifier = ">=2.49.2" },
     { name = "google-auth-httplib2", specifier = "==0.3.1" },
-    { name = "google-cloud-aiplatform", specifier = ">=1.123.0" },
-    { name = "googleapis-common-protos", specifier = ">=1.65.0" },
+    { name = "google-cloud-aiplatform", specifier = ">=1.147.0" },
+    { name = "googleapis-common-protos", specifier = ">=1.74.0" },
     { name = "graphon", specifier = ">=0.1.2" },
     { name = "gunicorn", specifier = "~=25.3.0" },
     { name = "httpx", extras = ["socks"], specifier = "~=0.28.0" },
     { name = "httpx-sse", specifier = "~=0.4.0" },
     { name = "jieba", specifier = "==0.42.1" },
     { name = "json-repair", specifier = ">=0.55.1" },
-    { name = "langfuse", specifier = ">=3.0.0,<5.0.0" },
-    { name = "langsmith", specifier = "~=0.7.16" },
+    { name = "langfuse", specifier = ">=4.2.0,<5.0.0" },
+    { name = "langsmith", specifier = "~=0.7.30" },
     { name = "litellm", specifier = "==1.83.0" },
     { name = "markdown", specifier = "~=3.10.2" },
-    { name = "mlflow-skinny", specifier = ">=3.0.0" },
+    { name = "mlflow-skinny", specifier = ">=3.11.1" },
     { name = "numpy", specifier = "~=1.26.4" },
     { name = "openpyxl", specifier = "~=3.1.5" },
     { name = "opentelemetry-api", specifier = "==1.40.0" },
@@ -1524,16 +1524,16 @@ requires-dist = [
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     { name = "opentelemetry-instrumentation-redis", specifier = "==0.61b0" },
     { name = "opentelemetry-instrumentation-sqlalchemy", specifier = "==0.61b0" },
-    { name = "opentelemetry-propagator-b3", specifier = "==1.40.0" },
+    { name = "opentelemetry-propagator-b3", specifier = "==1.41.0" },
     { name = "opentelemetry-proto", specifier = "==1.40.0" },
     { name = "opentelemetry-sdk", specifier = "==1.40.0" },
     { name = "opentelemetry-semantic-conventions", specifier = "==0.61b0" },
     { name = "opentelemetry-util-http", specifier = "==0.61b0" },
-    { name = "opik", specifier = "~=1.10.37" },
+    { name = "opik", specifier = "~=1.11.2" },
     { name = "packaging", specifier = "~=23.2" },
     { name = "pandas", extras = ["excel", "output-formatting", "performance"], specifier = "~=3.0.1" },
     { name = "psycogreen", specifier = "~=1.0.2" },
-    { name = "psycopg2-binary", specifier = "~=2.9.6" },
+    { name = "psycopg2-binary", specifier = "~=2.9.11" },
     { name = "pycryptodome", specifier = "==3.23.0" },
     { name = "pydantic", specifier = "~=2.12.5" },
     { name = "pydantic-settings", specifier = "~=2.13.1" },
@@ -1548,56 +1548,56 @@ requires-dist = [
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     { name = "sendgrid", specifier = "~=6.12.3" },
     { name = "sentry-sdk", extras = ["flask"], specifier = "~=2.55.0" },
-    { name = "sqlalchemy", specifier = "~=2.0.29" },
+    { name = "sqlalchemy", specifier = "~=2.0.49" },
     { name = "sseclient-py", specifier = "~=1.9.0" },
     { name = "starlette", specifier = "==1.0.0" },
     { name = "tiktoken", specifier = "~=0.12.0" },
     { name = "transformers", specifier = "~=5.3.0" },
     { name = "unstructured", extras = ["docx", "epub", "md", "ppt", "pptx"], specifier = "~=0.21.5" },
     { name = "weave", specifier = ">=0.52.16" },
-    { name = "weaviate-client", specifier = "==4.20.4" },
+    { name = "weaviate-client", specifier = "==4.20.5" },
     { name = "yarl", specifier = "~=1.23.0" },
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 [package.metadata.requires-dev]
 dev = [
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-    { name = "boto3-stubs", specifier = ">=1.38.20" },
+    { name = "boto3-stubs", specifier = ">=1.42.88" },
     { name = "celery-types", specifier = ">=0.23.0" },
     { name = "coverage", specifier = "~=7.13.4" },
     { name = "dotenv-linter", specifier = "~=0.7.0" },
-    { name = "faker", specifier = "~=40.12.0" },
-    { name = "hypothesis", specifier = ">=6.131.15" },
+    { name = "faker", specifier = "~=40.13.0" },
+    { name = "hypothesis", specifier = ">=6.151.12" },
     { name = "import-linter", specifier = ">=2.3" },
     { name = "lxml-stubs", specifier = "~=0.5.1" },
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     { name = "pandas-stubs", specifier = "~=3.0.0" },
     { name = "pyrefly", specifier = ">=0.60.0" },
-    { name = "pytest", specifier = "~=9.0.2" },
+    { name = "pytest", specifier = "~=9.0.3" },
     { name = "pytest-benchmark", specifier = "~=5.2.3" },
     { name = "pytest-cov", specifier = "~=7.1.0" },
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     { name = "pytest-xdist", specifier = ">=3.8.0" },
-    { name = "ruff", specifier = "~=0.15.5" },
+    { name = "ruff", specifier = "~=0.15.10" },
     { name = "scipy-stubs", specifier = ">=1.15.3.0" },
     { name = "sseclient-py", specifier = ">=1.8.0" },
     { name = "testcontainers", specifier = "~=4.14.1" },
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     { name = "types-beautifulsoup4", specifier = "~=4.12.0" },
     { name = "types-cachetools", specifier = "~=6.2.0" },
-    { name = "types-cffi", specifier = ">=1.17.0" },
+    { name = "types-cffi", specifier = ">=2.0.0.20260408" },
     { name = "types-colorama", specifier = "~=0.4.15" },
     { name = "types-defusedxml", specifier = "~=0.7.0" },
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     { name = "types-docutils", specifier = "~=0.22.3" },
     { name = "types-flask-cors", specifier = "~=6.0.0" },
     { name = "types-flask-migrate", specifier = "~=4.1.0" },
-    { name = "types-gevent", specifier = "~=25.9.0" },
-    { name = "types-greenlet", specifier = "~=3.3.0" },
+    { name = "types-gevent", specifier = "~=26.4.0" },
+    { name = "types-greenlet", specifier = "~=3.4.0" },
     { name = "types-html5lib", specifier = "~=1.1.11" },
-    { name = "types-jmespath", specifier = ">=1.0.2.20240106" },
+    { name = "types-jmespath", specifier = ">=1.1.0.20260408" },
     { name = "types-markdown", specifier = "~=3.10.2" },
     { name = "types-oauthlib", specifier = "~=3.3.0" },
     { name = "types-objgraph", specifier = "~=3.6.0" },
@@ -1611,25 +1611,25 @@ dev = [
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     { name = "types-pyopenssl", specifier = ">=24.1.0" },
     { name = "types-python-dateutil", specifier = "~=2.9.0" },
-    { name = "types-python-http-client", specifier = ">=3.3.7.20240910" },
+    { name = "types-python-http-client", specifier = ">=3.3.7.20260408" },
     { name = "types-pywin32", specifier = "~=311.0.0" },
     { name = "types-pyyaml", specifier = "~=6.0.12" },
     { name = "types-redis", specifier = ">=4.6.0.20241004" },
     { name = "types-regex", specifier = "~=2026.4.4" },
-    { name = "types-setuptools", specifier = ">=80.9.0" },
+    { name = "types-setuptools", specifier = ">=82.0.0.20260408" },
     { name = "types-shapely", specifier = "~=2.1.0" },
-    { name = "types-simplejson", specifier = ">=3.20.0" },
-    { name = "types-six", specifier = ">=1.17.0" },
-    { name = "types-tensorflow", specifier = ">=2.18.0" },
-    { name = "types-tqdm", specifier = ">=4.67.0" },
+    { name = "types-simplejson", specifier = ">=3.20.0.20260408" },
+    { name = "types-six", specifier = ">=1.17.0.20260408" },
+    { name = "types-tensorflow", specifier = ">=2.18.0.20260408" },
+    { name = "types-tqdm", specifier = ">=4.67.3.20260408" },
     { name = "types-ujson", specifier = ">=5.10.0" },
 ]
 storage = [
     { name = "azure-storage-blob", specifier = "==12.28.0" },
-    { name = "bce-python-sdk", specifier = "~=0.9.23" },
+    { name = "bce-python-sdk", specifier = "~=0.9.69" },
     { name = "cos-python-sdk-v5", specifier = "==1.9.41" },
     { name = "esdk-obs-python", specifier = "==3.26.2" },
-    { name = "google-cloud-storage", specifier = ">=3.0.0" },
+    { name = "google-cloud-storage", specifier = ">=3.10.1" },
     { name = "opendal", specifier = "~=0.46.0" },
     { name = "oss2", specifier = "==2.19.1" },
     { name = "supabase", specifier = "~=2.18.1" },
@@ -1653,18 +1653,18 @@ vdb = [
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     { name = "opensearch-py", specifier = "==3.1.0" },
     { name = "oracledb", specifier = "==3.4.2" },
-    { name = "pgvecto-rs", extras = ["sqlalchemy"], specifier = "~=0.2.1" },
+    { name = "pgvecto-rs", extras = ["sqlalchemy"], specifier = "~=0.2.2" },
     { name = "pgvector", specifier = "==0.4.2" },
-    { name = "pymilvus", specifier = "~=2.6.10" },
+    { name = "pymilvus", specifier = "~=2.6.12" },
     { name = "pymochow", specifier = "==2.4.0" },
     { name = "pyobvector", specifier = "~=0.2.17" },
     { name = "qdrant-client", specifier = "==1.9.0" },
-    { name = "tablestore", specifier = "==6.4.3" },
+    { name = "tablestore", specifier = "==6.4.4" },
     { name = "tcvectordb", specifier = "~=2.1.0" },
     { name = "tidb-vector", specifier = "==0.0.15" },
     { name = "upstash-vector", specifier = "==0.8.0" },
     { name = "volcengine-compat", specifier = "~=1.0.0" },
-    { name = "weaviate-client", specifier = "==4.20.4" },
+    { name = "weaviate-client", specifier = "==4.20.5" },
     { name = "xinference-client", specifier = "~=2.4.0" },
 ]
 
@@ -1828,14 +1828,14 @@ wheels = [
 
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+    { url = "https://files.pythonhosted.org/packages/da/8a/708103325edff16a0b0e004de0d37db8ba216a32713948c64d71f6d4a4c2/faker-40.13.0-py3-none-any.whl", hash = "sha256:c1298fd0d819b3688fb5fd358c4ba8f56c7c8c740b411fd3dbd8e30bf2c05019", size = 1994597, upload-time = "2026-04-06T16:44:53.698Z" },
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 [[package]]
@@ -2160,7 +2160,7 @@ wheels = [
 
 [[package]]
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-version = "2.30.2"
+version = "2.30.3"
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 dependencies = [
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@@ -2169,9 +2169,9 @@ dependencies = [
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+sdist = { url = "https://files.pythonhosted.org/packages/16/ce/502a57fb0ec752026d24df1280b162294b22a0afb98a326084f9a979138b/google_api_core-2.30.3.tar.gz", hash = "sha256:e601a37f148585319b26db36e219df68c5d07b6382cff2d580e83404e44d641b", size = 177001, upload-time = "2026-04-10T00:41:28.035Z" }
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 [package.optional-dependencies]
@@ -2182,7 +2182,7 @@ grpc = [
 
 [[package]]
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-version = "2.193.0"
+version = "2.194.0"
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 dependencies = [
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@@ -2191,22 +2191,22 @@ dependencies = [
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+    { url = "https://files.pythonhosted.org/packages/b0/34/5a624e49f179aa5b0cb87b2ce8093960299030ff40423bfbde09360eb908/google_api_python_client-2.194.0-py3-none-any.whl", hash = "sha256:61eaaac3b8fc8fdf11c08af87abc3d1342d1b37319cc1b57405f86ef7697e717", size = 15016514, upload-time = "2026-04-08T23:07:33.093Z" },
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 [[package]]
 name = "google-auth"
-version = "2.49.1"
+version = "2.49.2"
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+sdist = { url = "https://files.pythonhosted.org/packages/c6/fc/e925290a1ad95c975c459e2df070fac2b90954e13a0370ac505dff78cb99/google_auth-2.49.2.tar.gz", hash = "sha256:c1ae38500e73065dcae57355adb6278cf8b5c8e391994ae9cbadbcb9631ab409", size = 333958, upload-time = "2026-04-10T00:41:21.888Z" }
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+    { url = "https://files.pythonhosted.org/packages/73/76/d241a5c927433420507215df6cac1b1fa4ac0ba7a794df42a84326c68da8/google_auth-2.49.2-py3-none-any.whl", hash = "sha256:c2720924dfc82dedb962c9f52cabb2ab16714fd0a6a707e40561d217574ed6d5", size = 240638, upload-time = "2026-04-10T00:41:14.501Z" },
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 [package.optional-dependencies]
@@ -2229,7 +2229,7 @@ wheels = [
 
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