diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 0681632..9e54ec6 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -18,7 +18,7 @@ jobs:
       cancel-in-progress: true
     strategy:
       matrix:
-        python-version: ["3.9", "3.10", "3.11", "3.12"]
+        python-version: ["3.10", "3.11", "3.12"]
         os: [ubuntu-latest, windows-latest, macos-latest]
       fail-fast: false
     env:
diff --git a/nonebot/adapters/telegram/adapter.py b/nonebot/adapters/telegram/adapter.py
index bdf9373..1e770b7 100644
--- a/nonebot/adapters/telegram/adapter.py
+++ b/nonebot/adapters/telegram/adapter.py
@@ -7,8 +7,16 @@
 import anyio
 from pydantic.main import BaseModel
 from pydantic.json import pydantic_encoder
-from nonebot.utils import escape_tag, logger_wrapper
-from nonebot.drivers import URL, Driver, Request, Response, HTTPServerSetup
+from nonebot.utils import UNSET, escape_tag, logger_wrapper
+from nonebot.drivers import (
+    URL,
+    DEFAULT_TIMEOUT,
+    Driver,
+    Request,
+    Timeout,
+    Response,
+    HTTPServerSetup,
+)
 
 from nonebot.adapters import Adapter as BaseAdapter
 
@@ -31,7 +39,7 @@ class Adapter(BaseAdapter):
     def __init__(self, driver: Driver, **kwargs: Any):
         super().__init__(driver, **kwargs)
         self.adapter_config = AdapterConfig(**self.config.model_dump())
-        self.tasks: list[asyncio.Task] = []
+        self.tasks: set[asyncio.Task] = set()
         self.setup()
 
     @classmethod
@@ -90,11 +98,13 @@ async def poll(self, bot: Bot):
                 if update_offset is not None:
                     for update in updates:
                         update_offset = update.update_id + 1
-                        asyncio.create_task(
+                        task = asyncio.create_task(
                             self.__handle_update(
                                 bot, update.model_dump(by_alias=True, exclude_none=True)
                             )
                         )
+                        self.tasks.add(task)
+                        task.add_done_callback(self.tasks.discard)
                 elif updates:
                     update_offset = updates[0].update_id
             except Exception as e:
@@ -104,7 +114,9 @@ async def poll(self, bot: Bot):
     def setup_polling(self, bot: Bot):
         @self.on_ready
         async def _():
-            self.tasks.append(asyncio.create_task(self.poll(bot)))
+            task = asyncio.create_task(self.poll(bot))
+            self.tasks.add(task)
+            task.add_done_callback(self.tasks.discard)
 
         @self.driver.on_shutdown
         async def _():
@@ -120,7 +132,9 @@ async def handle_http(self, request: Request) -> Response:
             if bot.secret_token == token:
                 if request.content:
                     update: dict = json.loads(request.content)
-                    asyncio.create_task(self.__handle_update(bot, update))
+                    task = asyncio.create_task(self.__handle_update(bot, update))
+                    self.tasks.add(task)
+                    task.add_done_callback(self.tasks.discard)
                 return Response(204)
         return Response(401)
 
@@ -152,6 +166,17 @@ async def _call_api(self, bot: Bot, api: str, **data) -> Any:
             s.capitalize() for s in api.split("_")[1:]
         )
         data = _escape_none(data)
+        request_timeout = UNSET
+        if api == "getUpdates":
+            timeout = data.get("timeout")
+            if not isinstance(timeout, bool) and isinstance(timeout, (int, float)):
+                # Telegram timeout is server-side long polling; the HTTP read
+                # timeout must be slightly longer.
+                request_timeout = Timeout(
+                    total=DEFAULT_TIMEOUT.total,
+                    connect=DEFAULT_TIMEOUT.connect,
+                    read=float(timeout) + 5,
+                )
 
         # 分离文件到 files
         files: dict[str, tuple[str, bytes]] = {}
@@ -233,6 +258,7 @@ async def process_input_file(file: Union[InputFile, str]) -> Optional[str]:
             data=data if files else None,
             json=data if not files else None,
             files=files,  # type: ignore
+            timeout=request_timeout,
             proxy=self.adapter_config.proxy,
         )
         try:
diff --git a/nonebot/adapters/telegram/bot.py b/nonebot/adapters/telegram/bot.py
index c3fc4e4..da528d9 100644
--- a/nonebot/adapters/telegram/bot.py
+++ b/nonebot/adapters/telegram/bot.py
@@ -104,7 +104,7 @@ async def call_api(self, api: str, *args: Any, **kargs: Any) -> Any:
             )
         return await super().call_api(api, **kargs)
 
-    def __getattribute__(self, __name: str) -> Any:
+    def __getattribute__(self, __name: str, /) -> Any:
         if not __name.startswith("__") and hasattr(API, __name):
             return partial(self.call_api, __name)
         return object.__getattribute__(self, __name)
diff --git a/nonebot/adapters/telegram/event.py b/nonebot/adapters/telegram/event.py
index f679545..86025ba 100644
--- a/nonebot/adapters/telegram/event.py
+++ b/nonebot/adapters/telegram/event.py
@@ -37,7 +37,7 @@ class EventWithChat(Protocol):
 
 
 class Event(BaseEvent):
-    telegram_model: Update = Field(default=None)
+    telegram_model: Optional[Update] = Field(default=None)
 
     @classmethod
     def __parse_event(cls, obj: dict) -> "Event":
@@ -362,7 +362,7 @@ def get_event_description(self) -> str:
 
 
 class GroupEditedMessageEvent(EditedMessageEvent):
-    from_: User = Field(default=None, alias="from")
+    from_: Optional[User] = Field(default=None, alias="from")
     sender_chat: Optional[Chat] = None
 
     @classmethod
@@ -380,14 +380,17 @@ def get_event_name(self) -> str:
 
     @override
     def get_user_id(self) -> str:
+        assert self.from_ is not None
         return str(self.from_.id)
 
     @override
     def get_session_id(self) -> str:
+        assert self.from_ is not None
         return f"group_{self.chat.id}_{self.from_.id}"
 
     @override
     def get_event_description(self) -> str:
+        assert self.from_ is not None
         return (
             f"EditedMessage {self.message_id} from {self.from_.id}"
             f"@[Chat {self.chat.id}]: {self.get_message_description()}"
@@ -403,10 +406,12 @@ def get_event_name(self) -> str:
 
     @override
     def get_session_id(self) -> str:
+        assert self.from_ is not None
         return f"group_{self.chat.id}_thread{self.message_thread_id}_{self.from_.id}"
 
     @override
     def get_event_description(self) -> str:
+        assert self.from_ is not None
         return (
             f"EditedMessage {self.message_id} from {self.from_.id}@[Chat {self.chat.id}"
             f" Thread {self.message_thread_id}]: {self.get_message_description()}"
@@ -470,7 +475,7 @@ class PinnedMessageEvent(NoticeEvent):
     sender_chat: Optional[Chat] = None
     chat: Chat
     date: int
-    pinned_message: MessageEvent = Field(default=None)
+    pinned_message: Optional[MessageEvent] = Field(default=None)
 
     @classmethod
     def __parse_event(cls, obj: dict):
@@ -485,10 +490,12 @@ def get_event_name(self) -> str:
 
     @override
     def get_message(self) -> Message:
+        assert self.pinned_message is not None
         return self.pinned_message.get_message()
 
     @override
     def get_event_description(self) -> str:
+        assert self.pinned_message is not None
         return (
             f"PinnedMessage {self.pinned_message.message_id} "
             f"@[Chat {self.pinned_message.chat.id}]: {self.get_message_description()}"
@@ -705,7 +712,7 @@ def get_event_description(self) -> str:
 
 
 class CallbackQueryEvent(InlineEvent, CallbackQuery):
-    chat: Chat = Field(default=None)
+    chat: Optional[Chat] = Field(default=None)
 
     @override
     def get_event_name(self) -> str:
diff --git a/pdm.lock b/pdm.lock
index ad96248..a1a03fe 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -2,13 +2,13 @@
 # It is not intended for manual editing.
 
 [metadata]
-groups = ["default", "codegen", "nonebot", "pre-commit", "tests"]
+groups = ["default", "nonebot", "pre-commit", "tests"]
 strategy = ["cross_platform", "inherit_metadata"]
 lock_version = "4.5.0"
-content_hash = "sha256:54a49272bc302c2faaa5ade455316815c36626ed5a0c69144ce346a82640da51"
+content_hash = "sha256:49bd688abbdd78842c3268e14f6837aba0addd6f88a3c1cf7b4e9beebf56188d"
 
 [[metadata.targets]]
-requires_python = "~=3.9"
+requires_python = "~=3.10"
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -861,21 +861,21 @@ files = [
 
 [[package]]
 name = "nonebot2"
-version = "2.4.0"
-requires_python = "<4.0,>=3.9"
+version = "2.5.0"
+requires_python = ">=3.10, <4.0"
 git = "https://github.com/nonebot/nonebot2.git"
-revision = "efae3c8756f32698159a4040dba7ac2884dfce1e"
+revision = "f27f5f179f15744cbcb3e1a08b251b3f28f695f1"
 summary = "An asynchronous python bot framework."
 groups = ["default", "nonebot", "tests"]
 dependencies = [
     "anyio<5.0.0,>=4.4.0",
     "exceptiongroup<2.0.0,>=1.2.2",
     "loguru<1.0.0,>=0.6.0",
-    "pydantic!=2.10.0,!=2.5.0,!=2.5.1,<3.0.0,>=1.10.0",
+    "pydantic!=2.10.0,!=2.10.1,!=2.5.0,!=2.5.1,<3.0.0,>=1.10.0",
     "pygtrie<3.0.0,>=2.4.1",
     "python-dotenv<2.0.0,>=0.21.0",
     "tomli<3.0.0,>=2.0.1; python_version < \"3.11\"",
-    "typing-extensions<5.0.0,>=4.4.0",
+    "typing-extensions<5.0.0,>=4.6.0",
     "yarl<2.0.0,>=1.7.2",
 ]
 
@@ -1094,117 +1094,129 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.10.1"
-requires_python = ">=3.8"
+version = "2.13.4"
+requires_python = ">=3.9"
 summary = "Data validation using Python type hints"
 groups = ["default", "nonebot", "tests"]
 dependencies = [
     "annotated-types>=0.6.0",
-    "pydantic-core==2.27.1",
-    "typing-extensions>=4.12.2",
+    "pydantic-core==2.46.4",
+    "typing-extensions>=4.14.1",
+    "typing-inspection>=0.4.2",
 ]
 files = [
-    {file = "pydantic-2.10.1-py3-none-any.whl", hash = "sha256:a8d20db84de64cf4a7d59e899c2caf0fe9d660c7cfc482528e7020d7dd189a7e"},
-    {file = "pydantic-2.10.1.tar.gz", hash = "sha256:a4daca2dc0aa429555e0656d6bf94873a7dc5f54ee42b1f5873d666fb3f35560"},
+    {file = "pydantic-2.13.4-py3-none-any.whl", hash = "sha256:45a282cde31d808236fd7ea9d919b128653c8b38b393d1c4ab335c62924d9aba"},
+    {file = "pydantic-2.13.4.tar.gz", hash = "sha256:c40756b57adaa8b1efeeced5c196f3f3b7c435f90e84ea7f443901bec8099ef6"},
 ]
 
 [[package]]
 name = "pydantic-core"
-version = "2.27.1"
-requires_python = ">=3.8"
+version = "2.46.4"
+requires_python = ">=3.9"
 summary = "Core functionality for Pydantic validation and serialization"
 groups = ["default", "nonebot", "tests"]
 dependencies = [
-    "typing-extensions!=4.7.0,>=4.6.0",
-]
-files = [
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+    {file = "pydantic_core-2.46.4.tar.gz", hash = "sha256:62f875393d7f270851f20523dd2e29f082bcc82292d66db2b64ea71f64b6e1c1"},
 ]
 
 [[package]]
@@ -1416,13 +1428,27 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.2"
-requires_python = ">=3.8"
-summary = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.15.0"
+requires_python = ">=3.9"
+summary = "Backported and Experimental Type Hints for Python 3.9+"
 groups = ["default", "nonebot", "pre-commit", "tests"]
 files = [
-    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
-    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
+]
+
+[[package]]
+name = "typing-inspection"
+version = "0.4.2"
+requires_python = ">=3.9"
+summary = "Runtime typing introspection tools"
+groups = ["default", "nonebot", "tests"]
+dependencies = [
+    "typing-extensions>=4.12.0",
+]
+files = [
+    {file = "typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"},
+    {file = "typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464"},
 ]
 
 [[package]]
diff --git a/pyproject.toml b/pyproject.toml
index 39c4a40..da0ed47 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,11 +4,11 @@ version = "0.1.0b20"
 description = "Telegram Adapter for NoneBot2"
 authors = [{ name = "Jigsaw", email = "j1g5aw@foxmail.com" }]
 dependencies = [
-    "nonebot2<3.0.0,>=2.1.3",
+    "nonebot2<3.0.0,>=2.5.0",
     "anyio<5.0.0,>=4.2.0",
     "pydantic >=2.0.3,<3.0.0,!=2.5.0,!=2.5.1",
 ]
-requires-python = ">=3.9,<4.0"
+requires-python = ">=3.10,<4.0"
 readme = "README.md"
 license = { text = "MIT" }
 keywords = ["bot", "telegram"]
diff --git a/tests/test_bot.py b/tests/test_bot.py
index c6e8e4c..0270389 100644
--- a/tests/test_bot.py
+++ b/tests/test_bot.py
@@ -1,3 +1,6 @@
+import json
+from pathlib import Path
+
 import pytest
 from nonebug import App
 
@@ -8,8 +11,40 @@
 bot_config = BotConfig(token="1234567890:ABCDEFGHIJKLMNOPQRSTUVWXYZABCDEFGHI")
 
 
-import json
-from pathlib import Path
+@pytest.mark.asyncio
+async def test_get_updates_sets_driver_read_timeout(app: App):
+    from nonebot.drivers import DEFAULT_TIMEOUT, Timeout, Response
+
+    import nonebot
+    from nonebot.adapters.telegram.bot import Bot
+
+    captured_request = None
+
+    async def request(setup):
+        nonlocal captured_request
+        captured_request = setup
+        return Response(
+            200,
+            content=b'{"ok": true, "result": []}',
+            request=setup,
+        )
+
+    adapter = Adapter(nonebot.get_driver())
+    adapter.request = request  # type: ignore[method-assign]
+    bot = Bot(
+        adapter,
+        Bot.get_bot_id_by_token(bot_config.token),
+        config=bot_config,
+    )
+
+    await bot.get_updates(timeout=30)
+
+    assert captured_request is not None
+    timeout = captured_request.timeout
+    assert isinstance(timeout, Timeout)
+    assert timeout.read == 35.0
+    assert timeout.connect == DEFAULT_TIMEOUT.connect
+    assert timeout.total == DEFAULT_TIMEOUT.total
 
 
 @pytest.mark.asyncio