chore: release v3.4.10.2

修复因为gewe将字段修改回原版而导致的我的判断逻辑问题

README.md

@@ -115,6 +115,20 @@
 | [阿里云百炼](https://bailian.console.aliyun.com/) | ✅ | 大模型聚合平台, LLMOps 平台 |
 | [火山方舟](https://console.volcengine.com/ark/region:ark+cn-beijing/model?vendor=Bytedance&view=LIST_VIEW) | ✅ | 大模型聚合平台, LLMOps 平台 |
 
+### TTS
+
+| 平台/模型 | 备注 |
+| --- | --- |
+| [FishAudio](https://fish.audio/zh-CN/discovery/) | [插件](https://github.com/the-lazy-me/NewChatVoice) |
+| [海豚 AI](https://www.ttson.cn/?source=thelazy) | [插件](https://github.com/the-lazy-me/NewChatVoice) |
+| [AzureTTS](https://portal.azure.com/) | [插件](https://github.com/Ingnaryk/LangBot_AzureTTS) |
+
+### 文生图
+
+| 平台/模型 | 备注 |
+| --- | --- |
+| 阿里云百炼 | [插件](https://github.com/Thetail001/LangBot_BailianTextToImagePlugin)
+
 ## 😘 社区贡献
 
 LangBot 离不开以下贡献者和社区内所有人的贡献，我们欢迎任何形式的贡献和反馈。

components.yaml

@@ -10,6 +10,10 @@ spec:
     ComponentTemplate:
       fromFiles:
         - pkg/platform/adapter.yaml
+        - pkg/provider/modelmgr/requester.yaml
     MessagePlatformAdapter:
       fromDirs:
         - path: pkg/platform/sources/
+    LLMAPIRequester:
+      fromDirs:
+        - path: pkg/provider/modelmgr/requesters/

libs/dingtalk_api/EchoHandler.py

@@ -1,4 +1,5 @@
 import asyncio
+import json
 import dingtalk_stream
 from dingtalk_stream import AckMessage
 
@@ -17,7 +18,7 @@ class EchoTextHandler(dingtalk_stream.ChatbotHandler):
         await self.client.update_incoming_message(incoming_message)
 
         return AckMessage.STATUS_OK, 'OK'
-    
+
     async def get_incoming_message(self):
         """异步等待消息的到来"""
         while self.incoming_message is None:

libs/dingtalk_api/api.py

@@ -1,4 +1,5 @@
 import base64
+import json
 import time
 from typing import Callable
 import dingtalk_stream
@@ -92,8 +93,31 @@ class DingTalkClient:
                 base64_str = base64.b64encode(file_bytes).decode('utf-8')  # 返回字符串格式
                 return base64_str
             else:
-                raise Exception("获取图片失败")
-
+                raise Exception("获取文件失败")
+            
+    async def get_audio_url(self,download_code:str):
+        if not await self.check_access_token():
+            await self.get_access_token()
+        url = 'https://api.dingtalk.com/v1.0/robot/messageFiles/download'
+        params = {
+            "downloadCode":download_code,
+            "robotCode":self.robot_code
+        }
+        headers ={
+            "x-acs-dingtalk-access-token": self.access_token
+        }
+        async with httpx.AsyncClient() as client:
+            response = await client.post(url, headers=headers, json=params)
+            if response.status_code == 200:
+                result = response.json()
+                download_url = result.get("downloadUrl")
+                if download_url:
+                    return await self.download_url_to_base64(download_url)
+                else:
+                    raise Exception("获取音频失败")
+            else:
+                raise Exception(f"Error: {response.status_code}, {response.text}")
+                
     async def update_incoming_message(self, message):
         """异步更新 DingTalkClient 中的 incoming_message"""
         message_data = await self.get_message(message)
@@ -133,6 +157,7 @@ class DingTalkClient:
 
     async def get_message(self,incoming_message:dingtalk_stream.chatbot.ChatbotMessage):
         try:
+            # print(json.dumps(incoming_message.to_dict(), indent=4, ensure_ascii=False))
             message_data = {
                 "IncomingMessage":incoming_message,
             }
@@ -160,10 +185,14 @@ class DingTalkClient:
                 message_data['Picture'] = await self.download_image(incoming_message.get_image_list()[0])
                 
                 message_data['Type'] = 'image'
+            elif incoming_message.message_type == 'audio':
+                message_data['Audio'] = await self.get_audio_url(incoming_message.to_dict()['content']['downloadCode'])
 
-            # 删掉开头的@消息
-            if message_data["Content"].startswith("@"+self.robot_name):
-                message_data["Content"][len("@"+self.robot_name):]
+                message_data['Type'] = 'audio'
+
+            copy_message_data = message_data.copy()
+            del copy_message_data['IncomingMessage']
+            # print("message_data:", json.dumps(copy_message_data, indent=4, ensure_ascii=False))
         except Exception:
             traceback.print_exc()
             

libs/dingtalk_api/dingtalkevent.py

@@ -1,4 +1,5 @@
 from typing import Dict, Any, Optional
+import dingtalk_stream
 
 class DingTalkEvent(dict):
     @staticmethod
@@ -15,7 +16,7 @@ class DingTalkEvent(dict):
         return self.get("Content","")
 
     @property
-    def incoming_message(self):
+    def incoming_message(self) -> Optional["dingtalk_stream.chatbot.ChatbotMessage"]:
         return self.get("IncomingMessage")
 
     @property
@@ -25,6 +26,10 @@ class DingTalkEvent(dict):
     @property
     def picture(self):
         return self.get("Picture","")
+    
+    @property
+    def audio(self):
+        return self.get("Audio","")
 
     @property
     def conversation(self):
@@ -61,4 +66,4 @@ class DingTalkEvent(dict):
         Returns:
             str: 字符串表示。
         """
-        return f"<WecomEvent {super().__repr__()}>"
+        return f"<DingTalkEvent {super().__repr__()}>"

pkg/discover/engine.py

@@ -187,6 +187,9 @@ class ComponentDiscoveryEngine:
             if name == 'ComponentTemplate':
                 continue
             components[name] = self.load_blueprint_comp_group(component, owner)
+        
+        self.ap.logger.debug(f'Components: {components}')
+
         return blueprint_manifest, components
 
 

pkg/platform/sources/dingtalk.py

@@ -28,16 +28,23 @@ class DingTalkMessageConverter(adapter.MessageConverter):
                 return msg.text
 
     @staticmethod
-    async def target2yiri(event:DingTalkEvent):
+    async def target2yiri(event:DingTalkEvent, bot_name:str):
         yiri_msg_list = []
         yiri_msg_list.append(
-            platform_message.Source(id = '0',time=datetime.datetime.now())
+            platform_message.Source(id = event.incoming_message.message_id,time=datetime.datetime.now())
         )
 
+        for atUser in event.incoming_message.at_users:
+            if atUser.dingtalk_id == event.incoming_message.chatbot_user_id:
+                yiri_msg_list.append(platform_message.At(target=bot_name))
+
         if event.content:
-            yiri_msg_list.append(platform_message.Plain(text=event.content))
+            text_content = event.content.replace("@"+bot_name, '')
+            yiri_msg_list.append(platform_message.Plain(text=text_content))
         if event.picture:
             yiri_msg_list.append(platform_message.Image(base64=event.picture))
+        if event.audio:
+            yiri_msg_list.append(platform_message.Voice(base64=event.audio))
 
         chain = platform_message.MessageChain(yiri_msg_list)
         
@@ -54,33 +61,33 @@ class DingTalkEventConverter(adapter.EventConverter):
 
     @staticmethod
     async def target2yiri(
-        event:DingTalkEvent
+        event:DingTalkEvent,
+        bot_name:str
     ):
         
-        message_chain = await DingTalkMessageConverter.target2yiri(event)
+        message_chain = await DingTalkMessageConverter.target2yiri(event, bot_name)
 
 
         if event.conversation == 'FriendMessage':
 
             return platform_events.FriendMessage(
                 sender=platform_entities.Friend(
-                    id= 0,
-                    nickname ='nickname',
+                    id=event.incoming_message.sender_id,
+                    nickname = event.incoming_message.sender_nick,
                     remark=""
                 ),
                 message_chain = message_chain,
-                time = datetime.datetime.now(),
+                time = event.incoming_message.create_at,
                 source_platform_object=event,
             )
         elif event.conversation == 'GroupMessage':
-            message_chain.insert(0, platform_message.At(target="justbot"))
             sender = platform_entities.GroupMember(
-                id = 111,
-                member_name="name",
+                id = event.incoming_message.sender_id,
+                member_name=event.incoming_message.sender_nick,
                 permission= 'MEMBER',
                 group = platform_entities.Group(
-                    id = 111,
-                    name = 'MEMBER',
+                    id = event.incoming_message.conversation_id,
+                    name = event.incoming_message.conversation_title,
                     permission=platform_entities.Permission.Member
                 ),
                 special_title='',
@@ -88,7 +95,7 @@ class DingTalkEventConverter(adapter.EventConverter):
                 last_speak_timestamp=0,
                 mute_time_remaining=0
             )
-            time = datetime.datetime.now(),
+            time = event.incoming_message.create_at
             return platform_events.GroupMessage(
                 sender =sender,
                 message_chain = message_chain,
@@ -117,6 +124,8 @@ class DingTalkAdapter(adapter.MessagePlatformAdapter):
         missing_keys = [key for key in required_keys if key not in config]
         if missing_keys:
             raise ParamNotEnoughError("钉钉缺少相关配置项，请查看文档或联系管理员")
+
+        self.bot_account_id = self.config["robot_name"]
         
         self.bot = DingTalkClient(
             client_id=config["client_id"],
@@ -153,10 +162,9 @@ class DingTalkAdapter(adapter.MessagePlatformAdapter):
         ],
     ):
         async def on_message(event: DingTalkEvent):
-            self.bot_account_id = 'justbot'
             try:
                 return await callback(
-                    await self.event_converter.target2yiri(event), self
+                    await self.event_converter.target2yiri(event, self.config["robot_name"]), self
                 )
             except:
                 traceback.print_exc()
@@ -167,7 +175,6 @@ class DingTalkAdapter(adapter.MessagePlatformAdapter):
             self.bot.on_message("GroupMessage")(on_message)
 
     async def run_async(self):
-
         await self.bot.start()
 
     async def kill(self) -> bool:

pkg/platform/sources/gewechat.py

@@ -43,8 +43,13 @@ class GewechatMessageConverter(adapter.MessageConverter):
             elif isinstance(component, platform_message.Plain):
                 content_list.append({"type": "text", "content": component.text})
             elif isinstance(component, platform_message.Image):
-                # content_list.append({"type": "image", "image_id": component.image_id})
-                pass
+                if not component.url:
+                    pass
+                content_list.append({"type": "image", "image": component.url})
+
+
+            elif isinstance(component, platform_message.Voice):
+                content_list.append({"type": "voice", "url": component.url, "length": component.length})
             elif isinstance(component, platform_message.Forward):
                 for node in component.node_list:
                     content_list.extend(await GewechatMessageConverter.yiri2target(node.message_chain))
@@ -83,6 +88,7 @@ class GewechatMessageConverter(adapter.MessageConverter):
                     platform_message.Plain(text="[图片内容为空]")
                 ])
 
+
             try:
                 base64_str, image_format = await image.get_gewechat_image_base64(
                     gewechat_url=self.config["gewechat_url"],
@@ -101,9 +107,13 @@ class GewechatMessageConverter(adapter.MessageConverter):
             except Exception as e:
                 print(f"处理图片消息失败: {str(e)}")
                 return platform_message.MessageChain([
-                    platform_message.Plain(text="[图片处理失败]")
+                    platform_message.Plain(text=f"[图片处理失败]")
                 ])
-
+        elif message["Data"]["MsgType"] == 34:
+            audio_base64 = message["Data"]["ImgBuf"]["buffer"]
+            return platform_message.MessageChain(
+                [platform_message.Voice(base64=f"data:audio/silk;base64,{audio_base64}")]
+            )
         elif message["Data"]["MsgType"] == 49:
             # 支持微信聊天记录的消息类型，将 XML 内容转换为 MessageChain 传递
             try:
@@ -217,6 +227,13 @@ class GeWeChatAdapter(adapter.MessagePlatformAdapter):
         async def gewechat_callback():
             data = await quart.request.json
             # print(json.dumps(data, indent=4, ensure_ascii=False))
+            
+            if 'data' in data:
+                data['Data'] = data['data']
+            if 'type_name' in data:
+                data['TypeName'] = data['type_name']
+            # print(json.dumps(data, indent=4, ensure_ascii=False))
+
 
             if 'testMsg' in data:
                 return 'ok'
@@ -238,7 +255,19 @@ class GeWeChatAdapter(adapter.MessagePlatformAdapter):
         target_id: str,
         message: platform_message.MessageChain
     ):
-        pass
+        geweap_msg = await self.message_converter.yiri2target(message)
+        # 此处加上群消息at处理
+        # ats = [item["target"] for item in geweap_msg if item["type"] == "at"]
+
+        for msg in geweap_msg:
+            if msg['type'] == 'text':
+                await self.bot.post_text(app_id=self.config['app_id'], to_wxid=target_id, content=msg['content'])
+
+            elif msg['type'] == 'image':
+
+                await self.bot.post_image(app_id=self.config['app_id'], to_wxid=target_id, img_url=msg["image"])
+
+
 
     async def reply_message(
         self,
@@ -336,4 +365,4 @@ class GeWeChatAdapter(adapter.MessagePlatformAdapter):
         )
 
     async def kill(self) -> bool:
-        pass
+        pass

pkg/platform/sources/qqofficial.py

@@ -74,7 +74,11 @@ class QQOfficialEventConverter(adapter.EventConverter):
                 remark = "",
             )
             return platform_events.FriendMessage(
-                sender = friend,message_chain = yiri_chain,time = event.timestamp,
+                sender = friend,message_chain = yiri_chain,time = int(
+                    datetime.datetime.strptime(
+                        event.timestamp, "%Y-%m-%dT%H:%M:%S%z"
+                    ).timestamp()
+                ),
                 source_platform_object=event
             )
         
@@ -105,7 +109,11 @@ class QQOfficialEventConverter(adapter.EventConverter):
                 last_speak_timestamp=0,
                 mute_time_remaining=0
             )
-            time = event.timestamp
+            time = int(
+                    datetime.datetime.strptime(
+                        event.timestamp, "%Y-%m-%dT%H:%M:%S%z"
+                    ).timestamp()
+                )
             return platform_events.GroupMessage(
                 sender = sender,
                 message_chain=yiri_chain,
@@ -128,7 +136,11 @@ class QQOfficialEventConverter(adapter.EventConverter):
                 last_speak_timestamp=0,
                 mute_time_remaining=0
             )
-            time = event.timestamp,
+            time = int(
+                    datetime.datetime.strptime(
+                        event.timestamp, "%Y-%m-%dT%H:%M:%S%z"
+                    ).timestamp()
+                ),
             return platform_events.GroupMessage(
                 sender  =sender,
                 message_chain = yiri_chain,

pkg/platform/types/entities.py

@@ -13,27 +13,20 @@ import pydantic.v1 as pydantic
 class Entity(pydantic.BaseModel):
     """实体，表示一个用户或群。"""
     id: int
-    """QQ 号或群号。"""
-    @abc.abstractmethod
-    def get_avatar_url(self) -> str:
-        """头像图片链接。"""
-
+    """ID。"""
     @abc.abstractmethod
     def get_name(self) -> str:
         """名称。"""
 
 
 class Friend(Entity):
-    """好友。"""
+    """私聊对象。"""
     id: typing.Union[int, str]
-    """QQ 号。"""
+    """ID。"""
     nickname: typing.Optional[str]
     """昵称。"""
     remark: typing.Optional[str]
     """备注。"""
-    def get_avatar_url(self) -> str:
-        return f'http://q4.qlogo.cn/g?b=qq&nk={self.id}&s=140'
-
     def get_name(self) -> str:
         return self.nickname or self.remark or ''
 
@@ -59,8 +52,6 @@ class Group(Entity):
     """群名称。"""
     permission: Permission
     """Bot 在群中的权限。"""
-    def get_avatar_url(self) -> str:
-        return f'https://p.qlogo.cn/gh/{self.id}/{self.id}/'
 
     def get_name(self) -> str:
         return self.name
@@ -69,11 +60,11 @@ class Group(Entity):
 class GroupMember(Entity):
     """群成员。"""
     id: typing.Union[int, str]
-    """QQ 号。"""
+    """群员 ID。"""
     member_name: str
-    """群成员名称。"""
+    """群员名称。"""
     permission: Permission
-    """Bot 在群中的权限。"""
+    """在群中的权限。"""
     group: Group
     """群。"""
     special_title: str = ''
@@ -84,61 +75,6 @@ class GroupMember(Entity):
     """最后一次发言的时间。"""
     mute_time_remaining: int = 0
     """禁言剩余时间。"""
-    def get_avatar_url(self) -> str:
-        return f'http://q4.qlogo.cn/g?b=qq&nk={self.id}&s=140'
 
     def get_name(self) -> str:
         return self.member_name
-
-
-class Client(Entity):
-    """来自其他客户端的用户。"""
-    id: typing.Union[int, str]
-    """识别 id。"""
-    platform: str
-    """来源平台。"""
-    def get_avatar_url(self) -> str:
-        raise NotImplementedError
-
-    def get_name(self) -> str:
-        return self.platform
-
-
-class Subject(pydantic.BaseModel):
-    """另一种实体类型表示。"""
-    id: typing.Union[int, str]
-    """QQ 号或群号。"""
-    kind: typing.Literal['Friend', 'Group', 'Stranger']
-    """类型。"""
-
-
-class Config(pydantic.BaseModel):
-    """配置项类型。"""
-    def modify(self, **kwargs) -> 'Config':
-        """修改部分设置。"""
-        for k, v in kwargs.items():
-            if k in self.__fields__:
-                setattr(self, k, v)
-            else:
-                raise ValueError(f'未知配置项: {k}')
-        return self
-
-
-class GroupConfigModel(Config):
-    """群配置。"""
-    name: str
-    """群名称。"""
-    confess_talk: bool
-    """是否允许坦白说。"""
-    allow_member_invite: bool
-    """是否允许成员邀请好友入群。"""
-    auto_approve: bool
-    """是否开启自动审批入群。"""
-    anonymous_chat: bool
-    """是否开启匿名聊天。"""
-    announcement: str = ''
-    """群公告。"""
-
-
-class MemberInfoModel(Config, GroupMember):
-    """群成员信息。"""

pkg/platform/types/events.py

@@ -43,21 +43,6 @@ class Event(pydantic.BaseModel):
             return Event
 
 
-###############################
-# Bot Event
-class BotEvent(Event):
-    """Bot 自身事件。
-
-    Args:
-        type: 事件名。
-        qq: Bot 的 QQ 号。
-    """
-    type: str
-    """事件名。"""
-    qq: int
-    """Bot 的 QQ 号。"""
-
-
 ###############################
 # Message Event
 class MessageEvent(Event):
@@ -72,6 +57,9 @@ class MessageEvent(Event):
     message_chain: platform_message.MessageChain
     """消息内容。"""
 
+    time: float | None = None
+    """消息发送时间戳。"""
+
     source_platform_object: typing.Optional[typing.Any] = None
     """原消息平台对象。
     供消息平台适配器开发者使用，如果回复用户时需要使用原消息事件对象的信息，
@@ -79,7 +67,7 @@ class MessageEvent(Event):
 
 
 class FriendMessage(MessageEvent):
-    """好友消息。
+    """私聊消息。
 
     Args:
         type: 事件名。
@@ -111,19 +99,3 @@ class GroupMessage(MessageEvent):
     @property
     def group(self) -> platform_entities.Group:
         return self.sender.group
-
-
-class StrangerMessage(MessageEvent):
-    """陌生人消息。
-
-    Args:
-        type: 事件名。
-        sender: 发送消息的人。
-        message_chain: 消息内容。
-    """
-    type: str = 'StrangerMessage'
-    """事件名。"""
-    sender: platform_entities.Friend
-    """发送消息的人。"""
-    message_chain: platform_message.MessageChain
-    """消息内容。"""

pkg/platform/types/message.py

@@ -116,18 +116,6 @@ class MessageChain(PlatformBaseModel):
         print('At Me')
     ```
 
-    消息链对索引操作进行了增强。以消息组件类型为索引，获取消息链中的全部该类型的消息组件。
-    ```py
-    plain_list = message_chain[Plain]
-    '[Plain("Hello World!")]'
-    ```
-
-    可以用加号连接两个消息链。
-    ```py
-    MessageChain(['Hello World!']) + MessageChain(['Goodbye World!'])
-    # 返回 MessageChain([Plain("Hello World!"), Plain("Goodbye World!")])
-    ```
-
     """
     __root__: typing.List[MessageComponent]
 
@@ -488,9 +476,9 @@ class Quote(MessageComponent):
     group_id: typing.Optional[typing.Union[int, str]] = None
     """被引用回复的原消息所接收的群号，当为好友消息时为0。"""
     sender_id: typing.Optional[typing.Union[int, str]] = None
-    """被引用回复的原消息的发送者的QQ号。"""
+    """被引用回复的原消息的发送者的ID。"""
     target_id: typing.Optional[typing.Union[int, str]] = None
-    """被引用回复的原消息的接收者者的QQ号（或群号）。"""
+    """被引用回复的原消息的接收者者的ID或群ID。"""
     origin: MessageChain
     """被引用回复的原消息的消息链对象。"""
 
@@ -504,7 +492,7 @@ class At(MessageComponent):
     type: str = "At"
     """消息组件类型。"""
     target: typing.Union[int, str]
-    """群员 QQ 号。"""
+    """群员 ID。"""
     display: typing.Optional[str] = None
     """At时显示的文字，发送消息时无效，自动使用群名片。"""
     def __eq__(self, other):
@@ -527,9 +515,9 @@ class Image(MessageComponent):
     type: str = "Image"
     """消息组件类型。"""
     image_id: typing.Optional[str] = None
-    """图片的 image_id，群图片与好友图片格式不同。不为空时将忽略 url 属性。"""
+    """图片的 image_id，不为空时将忽略 url 属性。"""
     url: typing.Optional[pydantic.HttpUrl] = None
-    """图片的 URL，发送时可作网络图片的链接；接收时为腾讯图片服务器的链接，可用于图片下载。"""
+    """图片的 URL，发送时可作网络图片的链接；接收时为图片的链接，可用于图片下载。"""
     path: typing.Union[str, Path, None] = None
     """图片的路径，发送本地图片。"""
     base64: typing.Optional[str] = None
@@ -663,7 +651,7 @@ class Voice(MessageComponent):
     voice_id: typing.Optional[str] = None
     """语音的 voice_id，不为空时将忽略 url 属性。"""
     url: typing.Optional[str] = None
-    """语音的 URL，发送时可作网络语音的链接；接收时为腾讯语音服务器的链接，可用于语音下载。"""
+    """语音的 URL，发送时可作网络语音的链接；接收时为语音文件的链接，可用于语音下载。"""
     path: typing.Optional[str] = None
     """语音的路径，发送本地语音。"""
     base64: typing.Optional[str] = None
@@ -691,8 +679,6 @@ class Voice(MessageComponent):
     ):
         """下载语音到本地。
 
-        语音采用 silk v3 格式，silk 格式的编码解码请使用 [graiax-silkcoder](https://pypi.org/project/graiax-silkcoder/)。
-
         Args:
             filename: 下载到本地的文件路径。与 `directory` 二选一。
             directory: 下载到本地的文件夹路径。与 `filename` 二选一。
@@ -750,13 +736,13 @@ class Voice(MessageComponent):
 class ForwardMessageNode(pydantic.BaseModel):
     """合并转发中的一条消息。"""
     sender_id: typing.Optional[typing.Union[int, str]] = None
-    """发送人QQ号。"""
+    """发送人ID。"""
     sender_name: typing.Optional[str] = None
     """显示名称。"""
     message_chain: typing.Optional[MessageChain] = None
     """消息内容。"""
     message_id: typing.Optional[int] = None
-    """消息的 message_id，可以只使用此属性，从缓存中读取消息内容。"""
+    """消息的 message_id。"""
     time: typing.Optional[datetime] = None
     """发送时间。"""
     @pydantic.validator('message_chain', check_fields=False)

pkg/provider/modelmgr/modelmgr.py

@@ -4,7 +4,7 @@ import aiohttp
 
 from . import entities, requester
 from ...core import app
-
+from ...discover import engine
 from . import token
 from .requesters import bailianchatcmpl, chatcmpl, anthropicmsgs, moonshotchatcmpl, deepseekchatcmpl, ollamachat, giteeaichatcmpl, volcarkchatcmpl, xaichatcmpl, zhipuaichatcmpl, lmstudiochatcmpl, siliconflowchatcmpl, volcarkchatcmpl
 
@@ -16,6 +16,8 @@ class ModelManager:
 
     ap: app.Application
 
+    requester_components: list[engine.Component]
+
     model_list: list[entities.LLMModelInfo]
 
     requesters: dict[str, requester.LLMAPIRequester]
@@ -38,14 +40,21 @@ class ModelManager:
     
     async def initialize(self):
 
+        self.requester_components = self.ap.discover.get_components_by_kind('LLMAPIRequester')
+
         # 初始化token_mgr, requester
         for k, v in self.ap.provider_cfg.data['keys'].items():
             self.token_mgrs[k] = token.TokenManager(k, v)
 
-        for api_cls in requester.preregistered_requesters:
+        # for api_cls in requester.preregistered_requesters:
+        #     api_inst = api_cls(self.ap)
+        #     await api_inst.initialize()
+        #     self.requesters[api_inst.name] = api_inst
+        for component in self.requester_components:
+            api_cls = component.get_python_component_class()
             api_inst = api_cls(self.ap)
             await api_inst.initialize()
-            self.requesters[api_inst.name] = api_inst
+            self.requesters[component.metadata.name] = api_inst
 
         # 尝试从api获取最新的模型信息
         try:

pkg/provider/modelmgr/requester.py

@@ -10,18 +10,6 @@ from . import entities as modelmgr_entities
 from ..tools import entities as tools_entities
 
 
-preregistered_requesters: list[typing.Type[LLMAPIRequester]] = []
-
-def requester_class(name: str):
-
-    def decorator(cls: typing.Type[LLMAPIRequester]) -> typing.Type[LLMAPIRequester]:
-        cls.name = name
-        preregistered_requesters.append(cls)
-        return cls
-
-    return decorator
-
-
 class LLMAPIRequester(metaclass=abc.ABCMeta):
     """LLM API请求器
     """

pkg/provider/modelmgr/requesters/anthropicmsgs.py

@@ -1,6 +1,7 @@
 from __future__ import annotations
 
 import typing
+import json
 import traceback
 import base64
 
@@ -16,7 +17,6 @@ from ...tools import entities as tools_entities
 from ....utils import image
 
 
-@requester.requester_class("anthropic-messages")
 class AnthropicMessages(requester.LLMAPIRequester):
     """Anthropic Messages API 请求器"""
 
@@ -69,11 +69,32 @@ class AnthropicMessages(requester.LLMAPIRequester):
         req_messages = []
 
         for m in messages:
-            if isinstance(m.content, str) and m.content.strip() != "":
-                req_messages.append(m.dict(exclude_none=True))
-            elif isinstance(m.content, list):
+            if m.role == 'tool':
+                tool_call_id = m.tool_call_id
 
-                msg_dict = m.dict(exclude_none=True)
+                req_messages.append({
+                    "role": "user",
+                    "content": [
+                        {
+                            "type": "tool_result",
+                            "tool_use_id": tool_call_id,
+                            "content": m.content
+                        }
+                    ]
+                })
+
+                continue
+
+            msg_dict = m.dict(exclude_none=True)
+
+            if isinstance(m.content, str) and m.content.strip() != "":
+                msg_dict["content"] = [
+                    {
+                        "type": "text",
+                        "text": m.content
+                    }
+                ]
+            elif isinstance(m.content, list):
 
                 for i, ce in enumerate(m.content):
 
@@ -90,25 +111,60 @@ class AnthropicMessages(requester.LLMAPIRequester):
                         }
                         msg_dict["content"][i] = alter_image_ele
 
-                req_messages.append(msg_dict)
+            if m.tool_calls:
+
+                for tool_call in m.tool_calls:
+                    msg_dict["content"].append({
+                        "type": "tool_use",
+                        "id": tool_call.id,
+                        "name": tool_call.function.name,
+                        "input": json.loads(tool_call.function.arguments)
+                    })
+
+                del msg_dict["tool_calls"]
+
+            req_messages.append(msg_dict)
+                
 
         args["messages"] = req_messages
+        
+        if funcs:
+            tools = await self.ap.tool_mgr.generate_tools_for_anthropic(funcs)
 
-        # anthropic的tools处在beta阶段，sdk不稳定，故暂时不支持
-        #
-        # if funcs:
-        #     tools = await self.ap.tool_mgr.generate_tools_for_openai(funcs)
-
-        #     if tools:
-        #         args["tools"] = tools
+            if tools:
+                args["tools"] = tools
 
         try:
+            # print(json.dumps(args, indent=4, ensure_ascii=False))
             resp = await self.client.messages.create(**args)
 
-            return llm_entities.Message(
-                content=resp.content[0].text,
-                role=resp.role
-            )
+            args = {
+                'content': '',
+                'role': resp.role,
+            }
+            
+            assert type(resp) is anthropic.types.message.Message
+
+            for block in resp.content:
+                if block.type == 'thinking':
+                    args['content'] = '<think>' + block.thinking + '</think>\n' + args['content']
+                elif block.type == 'text':
+                    args['content'] += block.text
+                elif block.type == 'tool_use':
+                    assert type(block) is anthropic.types.tool_use_block.ToolUseBlock
+                    tool_call = llm_entities.ToolCall(
+                        id=block.id,
+                        type="function",
+                        function=llm_entities.FunctionCall(
+                            name=block.name,
+                            arguments=json.dumps(block.input)
+                        )
+                    )
+                    if 'tool_calls' not in args:
+                        args['tool_calls'] = []
+                    args['tool_calls'].append(tool_call)
+
+            return llm_entities.Message(**args)
         except anthropic.AuthenticationError as e:
             raise errors.RequesterError(f'api-key 无效: {e.message}')
         except anthropic.BadRequestError as e:

pkg/provider/modelmgr/requesters/anthropicmsgs.yaml

@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: LLMAPIRequester
+metadata:
+  name: anthropic-messages
+  label:
+    en_US: Anthropic
+    zh_CN: Anthropic
+spec:
+  config:
+    - name: base-url
+      label:
+        en_US: Base URL
+        zh_CN: 基础 URL
+      type: string
+      required: true
+      default: "https://api.anthropic.com/v1"
+    - name: args
+      label:
+        en_US: Args
+        zh_CN: 附加参数
+      type: object
+      required: true
+      default: {}
+    - name: timeout
+      label:
+        en_US: Timeout
+        zh_CN: 超时时间
+      type: int
+      required: true
+      default: 120
+execution:
+  python:
+    path: ./anthropicmsgs.py
+    attr: AnthropicMessages

pkg/provider/modelmgr/requesters/bailianchatcmpl.py

@@ -7,7 +7,6 @@ from .. import requester
 from ....core import app
 
 
-@requester.requester_class("bailian-chat-completions")
 class BailianChatCompletions(chatcmpl.OpenAIChatCompletions):
     """阿里云百炼大模型平台 ChatCompletion API 请求器"""
 

pkg/provider/modelmgr/requesters/bailianchatcmpl.yaml

@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: LLMAPIRequester
+metadata:
+  name: bailian-chat-completions
+  label:
+    en_US: Aliyun Bailian
+    zh_CN: 阿里云百炼
+spec:
+  config:
+    - name: base-url
+      label:
+        en_US: Base URL
+        zh_CN: 基础 URL
+      type: string
+      required: true
+      default: "https://dashscope.aliyuncs.com/compatible-mode/v1"
+    - name: args
+      label:
+        en_US: Args
+        zh_CN: 附加参数
+      type: object
+      required: true
+      default: {}
+    - name: timeout
+      label:
+        en_US: Timeout
+        zh_CN: 超时时间
+      type: int
+      required: true
+      default: 120
+execution:
+  python:
+    path: ./bailianchatcmpl.py
+    attr: BailianChatCompletions

pkg/provider/modelmgr/requesters/chatcmpl.py

@@ -20,7 +20,6 @@ from ...tools import entities as tools_entities
 from ....utils import image
 
 
-@requester.requester_class("openai-chat-completions")
 class OpenAIChatCompletions(requester.LLMAPIRequester):
     """OpenAI ChatCompletion API 请求器"""
 

pkg/provider/modelmgr/requesters/chatcmpl.yaml

@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: LLMAPIRequester
+metadata:
+  name: openai-chat-completions
+  label:
+    en_US: OpenAI
+    zh_CN: OpenAI
+spec:
+  config:
+    - name: base-url
+      label:
+        en_US: Base URL
+        zh_CN: 基础 URL
+      type: string
+      required: true
+      default: "https://api.openai.com/v1"
+    - name: args
+      label:
+        en_US: Args
+        zh_CN: 附加参数
+      type: object
+      required: true
+      default: {}
+    - name: timeout
+      label:
+        en_US: Timeout
+        zh_CN: 超时时间
+      type: int
+      required: true
+      default: 120
+execution:
+  python:
+    path: ./chatcmpl.py
+    attr: OpenAIChatCompletions

pkg/provider/modelmgr/requesters/deepseekchatcmpl.py

@@ -7,7 +7,6 @@ from ... import entities as llm_entities
 from ...tools import entities as tools_entities
 
 
-@requester.requester_class("deepseek-chat-completions")
 class DeepseekChatCompletions(chatcmpl.OpenAIChatCompletions):
     """Deepseek ChatCompletion API 请求器"""
 

pkg/provider/modelmgr/requesters/deepseekchatcmpl.yaml

@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: LLMAPIRequester
+metadata:
+  name: deepseek-chat-completions
+  label:
+    en_US: DeepSeek
+    zh_CN: 深度求索
+spec:
+  config:
+    - name: base-url
+      label:
+        en_US: Base URL
+        zh_CN: 基础 URL
+      type: string
+      required: true
+      default: "https://api.deepseek.com"
+    - name: args
+      label:
+        en_US: Args
+        zh_CN: 附加参数
+      type: object
+      required: true
+      default: {}
+    - name: timeout
+      label:
+        en_US: Timeout
+        zh_CN: 超时时间
+      type: int
+      required: true
+      default: 120
+execution:
+  python:
+    path: ./deepseekchatcmpl.py
+    attr: DeepseekChatCompletions

pkg/provider/modelmgr/requesters/giteeaichatcmpl.py

@@ -14,7 +14,6 @@ from ...tools import entities as tools_entities
 from .. import entities as modelmgr_entities
 
 
-@requester.requester_class("gitee-ai-chat-completions")
 class GiteeAIChatCompletions(chatcmpl.OpenAIChatCompletions):
     """Gitee AI ChatCompletions API 请求器"""
 

pkg/provider/modelmgr/requesters/giteeaichatcmpl.yaml

@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: LLMAPIRequester
+metadata:
+  name: gitee-ai-chat-completions
+  label:
+    en_US: Gitee AI
+    zh_CN: Gitee AI
+spec:
+  config:
+    - name: base-url
+      label:
+        en_US: Base URL
+        zh_CN: 基础 URL
+      type: string
+      required: true
+      default: "https://ai.gitee.com/v1"
+    - name: args
+      label:
+        en_US: Args
+        zh_CN: 附加参数
+      type: object
+      required: true
+      default: {}
+    - name: timeout
+      label:
+        en_US: Timeout
+        zh_CN: 超时时间
+      type: int
+      required: true
+      default: 120
+execution:
+  python:
+    path: ./giteeaichatcmpl.py
+    attr: GiteeAIChatCompletions

pkg/provider/modelmgr/requesters/lmstudiochatcmpl.py

@@ -7,7 +7,6 @@ from .. import requester
 from ....core import app
 
 
-@requester.requester_class("lmstudio-chat-completions")
 class LmStudioChatCompletions(chatcmpl.OpenAIChatCompletions):
     """LMStudio ChatCompletion API 请求器"""
 

pkg/provider/modelmgr/requesters/lmstudiochatcmpl.yaml

@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: LLMAPIRequester
+metadata:
+  name: lmstudio-chat-completions
+  label:
+    en_US: LM Studio
+    zh_CN: LM Studio
+spec:
+  config:
+    - name: base-url
+      label:
+        en_US: Base URL
+        zh_CN: 基础 URL
+      type: string
+      required: true
+      default: "http://127.0.0.1:1234/v1"
+    - name: args
+      label:
+        en_US: Args
+        zh_CN: 附加参数
+      type: object
+      required: true
+      default: {}
+    - name: timeout
+      label:
+        en_US: Timeout
+        zh_CN: 超时时间
+      type: int
+      required: true
+      default: 120
+execution:
+  python:
+    path: ./lmstudiochatcmpl.py
+    attr: LmStudioChatCompletions

pkg/provider/modelmgr/requesters/moonshotchatcmpl.py

@@ -9,7 +9,6 @@ from ... import entities as llm_entities
 from ...tools import entities as tools_entities
 
 
-@requester.requester_class("moonshot-chat-completions")
 class MoonshotChatCompletions(chatcmpl.OpenAIChatCompletions):
     """Moonshot ChatCompletion API 请求器"""
 

pkg/provider/modelmgr/requesters/moonshotchatcmpl.yaml

@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: LLMAPIRequester
+metadata:
+  name: moonshot-chat-completions
+  label:
+    en_US: Moonshot
+    zh_CN: 月之暗面
+spec:
+  config:
+    - name: base-url
+      label:
+        en_US: Base URL
+        zh_CN: 基础 URL
+      type: string
+      required: true
+      default: "https://api.moonshot.com/v1"
+    - name: args
+      label:
+        en_US: Args
+        zh_CN: 附加参数
+      type: object
+      required: true
+      default: {}
+    - name: timeout
+      label:
+        en_US: Timeout
+        zh_CN: 超时时间
+      type: int
+      required: true
+      default: 120
+execution:
+  python:
+    path: ./moonshotchatcmpl.py
+    attr: MoonshotChatCompletions

pkg/provider/modelmgr/requesters/ollamachat.py

@@ -20,7 +20,6 @@ from ....utils import image
 REQUESTER_NAME: str = "ollama-chat"
 
 
-@requester.requester_class(REQUESTER_NAME)
 class OllamaChatCompletions(requester.LLMAPIRequester):
     """Ollama平台 ChatCompletion API请求器"""
     client: ollama.AsyncClient

pkg/provider/modelmgr/requesters/ollamachat.yaml

@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: LLMAPIRequester
+metadata:
+  name: ollama-chat
+  label:
+    en_US: Ollama
+    zh_CN: Ollama
+spec:
+  config:
+    - name: base-url
+      label:
+        en_US: Base URL
+        zh_CN: 基础 URL
+      type: string
+      required: true
+      default: "http://127.0.0.1:11434"
+    - name: args
+      label:
+        en_US: Args
+        zh_CN: 附加参数
+      type: object
+      required: true
+      default: {}
+    - name: timeout
+      label:
+        en_US: Timeout
+        zh_CN: 超时时间
+      type: int
+      required: true
+      default: 120
+execution:
+  python:
+    path: ./ollamachat.py
+    attr: OllamaChatCompletions

pkg/provider/modelmgr/requesters/siliconflowchatcmpl.py

@@ -7,7 +7,6 @@ from .. import requester
 from ....core import app
 
 
-@requester.requester_class("siliconflow-chat-completions")
 class SiliconFlowChatCompletions(chatcmpl.OpenAIChatCompletions):
     """SiliconFlow ChatCompletion API 请求器"""
 

pkg/provider/modelmgr/requesters/siliconflowchatcmpl.yaml

@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: LLMAPIRequester
+metadata:
+  name: siliconflow-chat-completions
+  label:
+    en_US: SiliconFlow
+    zh_CN: 硅基流动
+spec:
+  config:
+    - name: base-url
+      label:
+        en_US: Base URL
+        zh_CN: 基础 URL
+      type: string
+      required: true
+      default: "https://api.siliconflow.cn/v1"
+    - name: args
+      label:
+        en_US: Args
+        zh_CN: 附加参数
+      type: object
+      required: true
+      default: {}
+    - name: timeout
+      label:
+        en_US: Timeout
+        zh_CN: 超时时间
+      type: int
+      required: true
+      default: 120
+execution:
+  python:
+    path: ./siliconflowchatcmpl.py
+    attr: SiliconFlowChatCompletions

pkg/provider/modelmgr/requesters/volcarkchatcmpl.py

@@ -7,7 +7,6 @@ from .. import requester
 from ....core import app
 
 
-@requester.requester_class("volcark-chat-completions")
 class VolcArkChatCompletions(chatcmpl.OpenAIChatCompletions):
     """火山方舟大模型平台 ChatCompletion API 请求器"""
 

pkg/provider/modelmgr/requesters/volcarkchatcmpl.yaml

@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: LLMAPIRequester
+metadata:
+  name: volcark-chat-completions
+  label:
+    en_US: Volc Engine Ark
+    zh_CN: 火山方舟
+spec:
+  config:
+    - name: base-url
+      label:
+        en_US: Base URL
+        zh_CN: 基础 URL
+      type: string
+      required: true
+      default: "https://ark.cn-beijing.volces.com/api/v3"
+    - name: args
+      label:
+        en_US: Args
+        zh_CN: 附加参数
+      type: object
+      required: true
+      default: {}
+    - name: timeout
+      label:
+        en_US: Timeout
+        zh_CN: 超时时间
+      type: int
+      required: true
+      default: 120
+execution:
+  python:
+    path: ./volcarkchatcmpl.py
+    attr: VolcArkChatCompletions

pkg/provider/modelmgr/requesters/xaichatcmpl.py

@@ -7,7 +7,6 @@ from .. import requester
 from ....core import app
 
 
-@requester.requester_class("xai-chat-completions")
 class XaiChatCompletions(chatcmpl.OpenAIChatCompletions):
     """xAI ChatCompletion API 请求器"""
 

pkg/provider/modelmgr/requesters/xaichatcmpl.yaml

@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: LLMAPIRequester
+metadata:
+  name: xai-chat-completions
+  label:
+    en_US: xAI
+    zh_CN: xAI
+spec:
+  config:
+    - name: base-url
+      label:
+        en_US: Base URL
+        zh_CN: 基础 URL
+      type: string
+      required: true
+      default: "https://api.x.ai/v1"
+    - name: args
+      label:
+        en_US: Args
+        zh_CN: 附加参数
+      type: object
+      required: true
+      default: {}
+    - name: timeout
+      label:
+        en_US: Timeout
+        zh_CN: 超时时间
+      type: int
+      required: true
+      default: 120
+execution:
+  python:
+    path: ./xaichatcmpl.py
+    attr: XaiChatCompletions

pkg/provider/modelmgr/requesters/zhipuaichatcmpl.py

@@ -7,7 +7,6 @@ from . import chatcmpl
 from .. import requester
 
 
-@requester.requester_class("zhipuai-chat-completions")
 class ZhipuAIChatCompletions(chatcmpl.OpenAIChatCompletions):
     """智谱AI ChatCompletion API 请求器"""
 

pkg/provider/modelmgr/requesters/zhipuaichatcmpl.yaml

@@ -0,0 +1,34 @@
+apiVersion: v1
+kind: LLMAPIRequester
+metadata:
+  name: zhipuai-chat-completions
+  label:
+    en_US: ZhipuAI
+    zh_CN: 智谱 AI
+spec:
+  config:
+    - name: base-url
+      label:
+        en_US: Base URL
+        zh_CN: 基础 URL
+      type: string
+      required: true
+      default: "https://open.bigmodel.cn/api/paas/v4"
+    - name: args
+      label:
+        en_US: Args
+        zh_CN: 附加参数
+      type: object
+      required: true
+      default: {}
+    - name: timeout
+      label:
+        en_US: Timeout
+        zh_CN: 超时时间
+      type: int
+      required: true
+      default: 120
+execution:
+  python:
+    path: ./zhipuaichatcmpl.py
+    attr: ZhipuAIChatCompletions

pkg/provider/runners/difysvapi.py

@@ -5,6 +5,7 @@ import json
 import uuid
 import re
 import base64
+import datetime
 
 import aiohttp
 
@@ -69,6 +70,7 @@ class DifyServiceAPIRunner(runner.RequestRunner):
         """
         plain_text = ""
         image_ids = []
+
         if isinstance(query.user_message.content, list):
             for ce in query.user_message.content:
                 if ce.type == "text":
@@ -230,6 +232,9 @@ class DifyServiceAPIRunner(runner.RequestRunner):
 
         plain_text, image_ids = await self._preprocess_user_message(query)
 
+        # 尝试获取 CreateTime
+        create_time = int(query.message_event.time) if query.message_event.time else int(datetime.datetime.now().timestamp())
+
         files = [
             {
                 "type": "image",
@@ -246,6 +251,7 @@ class DifyServiceAPIRunner(runner.RequestRunner):
                 "langbot_user_message_text": plain_text,
                 "langbot_session_id": f"{query.session.launcher_type.value}_{query.session.launcher_id}",
                 "langbot_conversation_id": cov_id,
+                "langbot_msg_create_time": create_time,
             },
             user=f"{query.session.launcher_type.value}_{query.session.launcher_id}",
             files=files,

pkg/utils/constants.py

@@ -1,4 +1,4 @@
-semantic_version = "v3.4.9.4"
+semantic_version = "v3.4.10.2"
 
 debug_mode = False
 

templates/metadata/llm-models.json

@@ -74,19 +74,29 @@
             "name": "claude-3-opus-latest",
             "requester": "anthropic-messages",
             "token_mgr": "anthropic",
-            "vision_supported": true
+            "vision_supported": true,
+            "tool_call_supported": true
         },
         {
             "name": "claude-3-5-sonnet-latest",
             "requester": "anthropic-messages",
             "token_mgr": "anthropic",
-            "vision_supported": true
+            "vision_supported": true,
+            "tool_call_supported": true
         },
         {
             "name": "claude-3-5-haiku-latest",
             "requester": "anthropic-messages",
             "token_mgr": "anthropic",
-            "vision_supported": true
+            "vision_supported": true,
+            "tool_call_supported": true
+        },
+        {
+            "name": "claude-3-7-sonnet-latest",
+            "requester": "anthropic-messages",
+            "token_mgr": "anthropic",
+            "vision_supported": true,
+            "tool_call_supported": true
         },
         {
             "name": "moonshot-v1-8k",
@@ -156,61 +166,72 @@
         {
             "name": "glm-4-plus",
             "requester": "zhipuai-chat-completions",
-            "token_mgr": "zhipuai"
+            "token_mgr": "zhipuai",
+            "tool_call_supported": true
         },
         {
             "name": "glm-4-0520",
             "requester": "zhipuai-chat-completions",
-            "token_mgr": "zhipuai"
+            "token_mgr": "zhipuai",
+            "tool_call_supported": true
         },
         {
             "name": "glm-4-air",
             "requester": "zhipuai-chat-completions",
-            "token_mgr": "zhipuai"
+            "token_mgr": "zhipuai",
+            "tool_call_supported": true
         },
         {
             "name": "glm-4-airx",
             "requester": "zhipuai-chat-completions",
-            "token_mgr": "zhipuai"
+            "token_mgr": "zhipuai",
+            "tool_call_supported": true
         },
         {
             "name": "glm-4-long",
             "requester": "zhipuai-chat-completions",
-            "token_mgr": "zhipuai"
+            "token_mgr": "zhipuai",
+            "tool_call_supported": true
         },
         {
             "name": "glm-4-flashx",
             "requester": "zhipuai-chat-completions",
-            "token_mgr": "zhipuai"
+            "token_mgr": "zhipuai",
+            "tool_call_supported": true
         },
         {
             "name": "glm-4-flash",
             "requester": "zhipuai-chat-completions",
-            "token_mgr": "zhipuai"
+            "token_mgr": "zhipuai",
+            "tool_call_supported": true
         },
         {
             "name": "glm-4v-plus",
             "requester": "zhipuai-chat-completions",
             "token_mgr": "zhipuai",
-            "vision_supported": true
+            "vision_supported": true,
+            "tool_call_supported": true
         },
         {
             "name": "glm-4v",
             "requester": "zhipuai-chat-completions",
             "token_mgr": "zhipuai",
-            "vision_supported": true
+            "vision_supported": true,
+            "tool_call_supported": true
         },
         {
             "name": "glm-4v-flash",
             "requester": "zhipuai-chat-completions",
             "token_mgr": "zhipuai",
-            "vision_supported": true
+            "vision_supported": true,
+            "tool_call_supported": true
         },
         {
             "name": "glm-zero-preview",
             "requester": "zhipuai-chat-completions",
             "token_mgr": "zhipuai",
-            "vision_supported": true
+            "vision_supported": true,
+            "tool_call_supported": true
         }
     ]
 }