Update app.py

app.py

@@ -1,1046 +1,45 @@
-import os
-import uuid
-import json
 import gradio as gr
-import modelscope_studio.components.antd as antd
-import modelscope_studio.components.antdx as antdx
-import modelscope_studio.components.base as ms
-from openai import OpenAI
 import requests
-from typing import Generator, Dict, Any
-import logging
-import time
-
-# =========== Configuration
-# MODEL NAME
-model = os.getenv("MODEL_NAME")
-# 代理服务器配置
-PROXY_BASE_URL = os.getenv("PROXY_API_BASE", "http://localhost:8000")
-PROXY_TIMEOUT = int(os.getenv("PROXY_TIMEOUT", 30))
-MAX_RETRIES = int(os.getenv("MAX_RETRIES", 5))
-# 保存历史
-save_history = True
-
-# =========== Configuration
-
-# 配置日志
-logging.basicConfig(level=logging.INFO)
-logger = logging.getLogger(__name__)
-
-class DeltaObject:
-    """模拟OpenAI Delta对象"""
-    def __init__(self, data: dict):
-        self.content = data.get('content')
-        self.role = data.get('role')
-
-class ChoiceObject:
-    """模拟OpenAI Choice对象"""
-    def __init__(self, choice_data: dict):
-        delta_data = choice_data.get('delta', {})
-        self.delta = DeltaObject(delta_data)
-        self.finish_reason = choice_data.get('finish_reason')
-        self.index = choice_data.get('index', 0)
-
-class ChunkObject:
-    """模拟OpenAI Chunk对象"""
-    def __init__(self, chunk_data: dict):
-        choices_data = chunk_data.get('choices', [])
-        self.choices = [ChoiceObject(choice) for choice in choices_data]
-        self.id = chunk_data.get('id', '')
-        self.object = chunk_data.get('object', 'chat.completion.chunk')
-        self.created = chunk_data.get('created', 0)
-        self.model = chunk_data.get('model', '')
-
-class ProxyClient:
-    """代理客户端，用于与中间服务通信"""
-    
-    def __init__(self, base_url: str, timeout: int = 30):
-        self.base_url = base_url.rstrip('/')
-        self.timeout = timeout
-        self.session = requests.Session()
-    
-    def chat_completions_create(self, model: str, messages: list, stream: bool = True, **kwargs):
-        """创建聊天完成请求"""
-        url = f"{self.base_url}/chat/completions"
-        
-        payload = {
-            "model": model,
-            "messages": messages,
-            "stream": stream,
-            **kwargs
-        }
-        
-        try:
-            response = self.session.post(
-                url, 
-                json=payload, 
-                stream=stream,
-                timeout=self.timeout,
-                headers={"Content-Type": "application/json"}
-            )
-            response.raise_for_status()
-            
-            if stream:
-                return self._parse_stream_response(response)
-            else:
-                return response.json()
-                
-        except requests.exceptions.RequestException as e:
-            logger.error(f"Request failed: {str(e)}")
-            raise Exception(f"Failed to connect to proxy server: {str(e)}")
-    
-    def _parse_stream_response(self, response) -> Generator[ChunkObject, None, None]:
-        """解析流式响应"""
-        try:
-            # 确保响应编码正确
-            response.encoding = 'utf-8'
-            
-            for line in response.iter_lines(decode_unicode=True):
-                if not line:
-                    continue
-                    
-                line = line.strip()
-                if line.startswith('data: '):
-                    data = line[6:]  # 移除 'data: ' 前缀
-                    
-                    if data == '[DONE]':
-                        break
-                    
-                    try:
-                        chunk_data = json.loads(data)
-                        
-                        # 检查是否是错误响应
-                        if 'error' in chunk_data:
-                            raise Exception(f"Stream error: {chunk_data.get('detail', chunk_data['error'])}")
-                        
-                        # 创建与OpenAI客户端兼容的响应对象
-                        yield ChunkObject(chunk_data)
-                        
-                    except json.JSONDecodeError as e:
-                        logger.warning(f"Failed to parse JSON: {data}, error: {str(e)}")
-                        continue
-                        
-        except Exception as e:
-            logger.error(f"Error parsing stream response: {str(e)}")
-            raise
-    
-    def health_check(self) -> dict:
-        """健康检查"""
-        try:
-            url = f"{self.base_url}/health"
-            response = self.session.get(url, timeout=self.timeout)
-            response.raise_for_status()
-            return response.json()
-        except Exception as e:
-            logger.error(f"Health check failed: {str(e)}")
-            return {"status": "unhealthy", "error": str(e)}
-
-# 初始化代理客户端
-client = ProxyClient(PROXY_BASE_URL, PROXY_TIMEOUT)
-
-def chat_with_retry(history_messages, max_retries=MAX_RETRIES):
-    """带重试机制的聊天函数"""
-    last_exception = None
-    
-    for attempt in range(max_retries):
-        try:
-            logger.info(f"Chat attempt {attempt + 1}/{max_retries}")
-            
-            # 检查代理服务健康状态
-            health = client.health_check()
-            if health.get("status") != "healthy":
-                raise Exception(f"Proxy service unhealthy: {health}")
-            
-            response = client.chat_completions_create(
-                model=model,
-                messages=history_messages,
-                stream=True,
-                temperature = 0.7, top_p = 0.8
-            )
-            
-            return response
-            
-        except Exception as e:
-            last_exception = e
-            logger.warning(f"Attempt {attempt + 1} failed: {str(e)}")
-            
-            if attempt < max_retries - 1:
-                # 指数退避
-                wait_time = min(2 ** attempt, 4)
-                logger.info(f"Retrying in {wait_time} seconds...")
-                time.sleep(wait_time)
-            else:
-                logger.error(f"All {max_retries} attempts failed")
-    
-    raise last_exception
-
-
-is_modelscope_studio = os.getenv('MODELSCOPE_ENVIRONMENT') == 'studio'
-def get_text(text: str, cn_text: str):
-    if is_modelscope_studio:
-        return cn_text
-    return text
-
-logo_img = os.path.join(os.path.dirname(__file__), "rednote_hilab.png")
-
-DEFAULT_PROMPTS = [{
-    "category":
-    "🖋 Make a plan",
-    "prompts": [
-        "Help me with a plan to start a business",
-        "Help me with a plan to achieve my goals",
-        "Help me with a plan for a successful interview"
-    ]
-}, {
-    "category":
-    "📅 Help me write",
-    "prompts": [
-        "Help me write a story with a twist ending",
-        "Help me write a blog post on mental health",
-        "Help me write a letter to my future self"
-    ]
-}]
-
-DEFAULT_SUGGESTIONS = [{
-    "label":
-    'Make a plan',
-    "value":
-    "Make a plan",
-    "children": [{
-        "label": "Start a business",
-        "value": "Help me with a plan to start a business"
-    }, {
-        "label": "Achieve my goals",
-        "value": "Help me with a plan to achieve my goals"
-    }, {
-        "label": "Successful interview",
-        "value": "Help me with a plan for a successful interview"
-    }]
-}, {
-    "label":
-    'Help me write',
-    "value":
-    "Help me write",
-    "children": [{
-        "label": "Story with a twist ending",
-        "value": "Help me write a story with a twist ending"
-    }, {
-        "label": "Blog post on mental health",
-        "value": "Help me write a blog post on mental health"
-    }, {
-        "label": "Letter to my future self",
-        "value": "Help me write a letter to my future self"
-    }]
-}]
-
-DEFAULT_CONVERSATIONS_HISTORY = [{"role": "placeholder"}]
-
-DEFAULT_LOCALE = 'zh_CN' if is_modelscope_studio else 'en_US'
-
-DEFAULT_THEME = {
-    "token": {
-        "colorPrimary": "#6A57FF",
-    }
-}
-
-
-def format_history(history):
-    messages = [{
-        "role": "system",
-        "content": "You are a helpful assistant.",
-    }]
-    for item in history:
-        if item["role"] == "user":
-            messages.append({"role": "user", "content": item["content"]})
-        elif item["role"] == "assistant":
-            messages.append({"role": "assistant", "content": item["content"]})
-    return messages
-
-
-class Gradio_Events:
-
-    @staticmethod
-    def _submit(state_value):
-        history = state_value["conversations_history"][
-            state_value["conversation_id"]]
-        # submit 
-        history_messages = format_history(history)
-
-        history.append({
-            "role": "assistant",
-            "content": "",
-            "key": str(uuid.uuid4()),
-            "meta": {
-                "reason_content": ""
-            },
-            "loading": True,
-        })
-
-        yield {
-            chatbot: gr.update(items=history),
-            state: gr.update(value=state_value),
-        }
-        try:
-            response = chat_with_retry(history_messages)
-
-            thought_done = False
-            for chunk in response:
-                # 安全地访问chunk属性
-                if chunk.choices and len(chunk.choices) > 0:
-                    content = chunk.choices[0].delta.content
-                else:
-                    content = None
-                    raise ValueError('Content is None')
-                    
-                history[-1]["loading"] = False
-
-                if content and not thought_done:
-                    thought_done = True                    
-                    history[-1]["content"] = ""
-                
-                if content:
-                    history[-1]["content"] += content
-
-                yield {
-                    chatbot: gr.update(items=history),
-                    state: gr.update(value=state_value)
-                }
-            
-            history[-1]["meta"]["end"] = True
-            print("Answer: ", history[-1]["content"])
-
-        except Exception as e:
-            history[-1]["loading"] = False
-            history[-1]["meta"]["end"] = True
-            history[-1]["meta"]["error"] = True
-            history[-1]["content"] = "Failed to respond, please try again."
-            yield {
-                chatbot: gr.update(items=history),
-                state: gr.update(value=state_value)
-            }
-            print('Error: ',e)
-            raise e
-   
-
-    @staticmethod
-    def submit(sender_value, state_value):
-        if not state_value["conversation_id"]:
-            random_id = str(uuid.uuid4())
-            history = []
-            state_value["conversation_id"] = random_id
-            state_value["conversations_history"][random_id] = history
-            state_value["conversations"].append({
-                "label": sender_value,
-                "key": random_id
-            })
-
-        history = state_value["conversations_history"][
-            state_value["conversation_id"]]
-        history.append({
-            "role": "user",
-            "meta": {},
-            "key": str(uuid.uuid4()),
-            "content": sender_value
-        })
-
-        # preprocess submit
-        yield Gradio_Events.preprocess_submit()(state_value)
-        try:
-          for chunk in Gradio_Events._submit(state_value):
-                yield chunk
-        except Exception as e:
-            raise e
-        finally:
-          # postprocess submit
-          yield Gradio_Events.postprocess_submit(state_value)
-
-    @staticmethod
-    def regenerate_message(state_value, e: gr.EventData):
-        conversation_key = e._data["component"]["conversationKey"]
-        history = state_value["conversations_history"][
-            state_value["conversation_id"]]
-        index = -1
-        for i, conversation in enumerate(history):
-            if conversation["key"] == conversation_key:
-                index = i
-                break
-        if index == -1:
-            yield gr.skip()
-        history = history[:index]
-        state_value["conversations_history"][
-            state_value["conversation_id"]] = history
-
-        yield {
-            chatbot:gr.update(items=history),
-            state: gr.update(value=state_value)
-        }
-
-        # preprocess submit
-        yield Gradio_Events.preprocess_submit(clear_input=False)(state_value)
-        try:
-          for chunk in Gradio_Events._submit(state_value):
-                yield chunk
-        except Exception as e:
-            raise e
-        finally:
-          # postprocess submit
-          yield Gradio_Events.postprocess_submit(state_value)
-
-
-    @staticmethod
-    def preprocess_submit(clear_input=True):
-
-        def preprocess_submit_handler(state_value):
-            history = state_value["conversations_history"][
-                state_value["conversation_id"]]
-            for conversation in history:
-                if "meta" in conversation:
-                    conversation["meta"]["disabled"] = True
-            return {
-                sender: gr.update(value=None, loading=True) if clear_input else gr.update(loading=True),
-                conversations:
-                gr.update(active_key=state_value["conversation_id"],
-                          items=list(
-                              map(
-                                  lambda item: {
-                                      **item,
-                                      "disabled":
-                                      True if item["key"] != state_value[
-                                          "conversation_id"] else False,
-                                  }, state_value["conversations"]))),
-                add_conversation_btn:
-                gr.update(disabled=True),
-                clear_btn:
-                gr.update(disabled=True),
-                conversation_delete_menu_item:
-                gr.update(disabled=True),
-                chatbot:
-                gr.update(items=history),
-                state:
-                gr.update(value=state_value),
-            }
-
-        return preprocess_submit_handler
-
-    @staticmethod
-    def postprocess_submit(state_value):
-        history = state_value["conversations_history"][
-            state_value["conversation_id"]]
-        for conversation in history:
-            if "meta" in conversation:
-                conversation["meta"]["disabled"] = False
-        return {
-            sender: gr.update(loading=False),
-            conversation_delete_menu_item: gr.update(disabled=False),
-            clear_btn: gr.update(disabled=False),
-            conversations: gr.update(items=state_value["conversations"]),
-            add_conversation_btn: gr.update(disabled=False),
-            chatbot: gr.update(items=history),
-            state: gr.update(value=state_value),
-        }
-
-    @staticmethod
-    def cancel(state_value):
-        history = state_value["conversations_history"][
-            state_value["conversation_id"]]
-        history[-1]["loading"] = False
-        history[-1]["meta"]["end"] = True
-        history[-1]["meta"]["canceled"] = True
-        return Gradio_Events.postprocess_submit(state_value)
-
-    @staticmethod
-    def delete_message(state_value, e: gr.EventData):
-        conversation_key = e._data["component"]["conversationKey"]
-        history = state_value["conversations_history"][
-            state_value["conversation_id"]]
-        history = [item for item in history if item["key"] != conversation_key]
-        state_value["conversations_history"][
-            state_value["conversation_id"]] = history
-
-        return gr.update(items=history if len(history) >
-                         0 else DEFAULT_CONVERSATIONS_HISTORY), gr.update(
-                             value=state_value)
+import os
 
+# Получаем переменные окружения
+API_TOKEN = os.getenv("HF_API_TOKEN")
+MODEL_NAME = os.getenv("MODEL_NAME", "google/flan-t5-small")
+API_URL = f"https://api-inference.huggingface.co/models/{MODEL_NAME}"
 
+headers = {"Authorization": f"Bearer {API_TOKEN}"}
 
-    @staticmethod
-    def edit_message(state_value, e: gr.EventData):
-        conversation_key = e._data["component"]["conversationKey"]
-        history = state_value["conversations_history"][
-            state_value["conversation_id"]]
-        index = -1
-        for i, conversation in enumerate(history):
-            if conversation["key"] == conversation_key:
-                index = i
-                break
-        if index == -1:
-            return gr.skip()
-        state_value["editing_message_index"] = index
-        text = ''
-        if isinstance(history[index]["content"], str):
-            text = history[index]["content"]
-        else:
-            text = history[index]["content"]["text"]
-        return gr.update(value=text), gr.update(value=state_value)
+def query_huggingface(prompt):
+    payload = {"inputs": prompt}
+    response = requests.post(API_URL, headers=headers, json=payload)
 
-    @staticmethod
-    def confirm_edit_message(edit_textarea_value, state_value):
-        history = state_value["conversations_history"][
-            state_value["conversation_id"]]
-        message = history[state_value["editing_message_index"]]
-        if isinstance(message["content"], str):
-            message["content"] = edit_textarea_value
+    try:
+        result = response.json()
+        if isinstance(result, list) and "generated_text" in result[0]:
+            return result[0]["generated_text"]
+        elif isinstance(result, dict) and "generated_text" in result:
+            return result["generated_text"]
         else:
-            message["content"]["text"] = edit_textarea_value
-        return gr.update(items=history), gr.update(value=state_value)
-
-    @staticmethod
-    def select_suggestion(sender_value, e: gr.EventData):
-        return gr.update(value=sender_value[:-1] + e._data["payload"][0])
-
-    @staticmethod
-    def apply_prompt(e: gr.EventData):
-        return gr.update(value=e._data["payload"][0]["data"]["description"])
-
-    @staticmethod
-    def new_chat(state_value):
-        if not state_value["conversation_id"]:
-            return gr.skip()
-        state_value["conversation_id"] = ""
-        return gr.update(active_key=state_value["conversation_id"]), gr.update(
-            items=DEFAULT_CONVERSATIONS_HISTORY), gr.update(value=state_value)
-
-    @staticmethod
-    def select_conversation(state_value, e: gr.EventData):
-        active_key = e._data["payload"][0]
-        if state_value["conversation_id"] == active_key or (
-                active_key not in state_value["conversations_history"]):
-            return gr.skip()
-        state_value["conversation_id"] = active_key
-        return gr.update(active_key=active_key), gr.update(
-            items=state_value["conversations_history"][active_key]), gr.update(
-                value=state_value)
-
-    @staticmethod
-    def click_conversation_menu(state_value, e: gr.EventData):
-        conversation_id = e._data["payload"][0]["key"]
-        operation = e._data["payload"][1]["key"]
-        if operation == "delete":
-            del state_value["conversations_history"][conversation_id]
-
-            state_value["conversations"] = [
-                item for item in state_value["conversations"]
-                if item["key"] != conversation_id
-            ]
-
-            if state_value["conversation_id"] == conversation_id:
-                state_value["conversation_id"] = ""
-                return gr.update(
-                    items=state_value["conversations"],
-                    active_key=state_value["conversation_id"]), gr.update(
-                        items=DEFAULT_CONVERSATIONS_HISTORY), gr.update(
-                            value=state_value)
-            else:
-                return gr.update(
-                    items=state_value["conversations"]), gr.skip(), gr.update(
-                        value=state_value)
-        return gr.skip()
-
-    @staticmethod
-    def clear_conversation_history(state_value):
-        if not state_value["conversation_id"]:
-            return gr.skip()
-        state_value["conversations_history"][
-            state_value["conversation_id"]] = []
-        return gr.update(items=DEFAULT_CONVERSATIONS_HISTORY), gr.update(
-            value=state_value)
-
-    @staticmethod
-    def close_modal():
-        return gr.update(open=False)
-
-    @staticmethod
-    def open_modal():
-        return gr.update(open=True)
-
-    @staticmethod
-    def update_browser_state(state_value):
-
-        return gr.update(value=dict(
-            conversations=state_value["conversations"],
-            conversations_history=state_value["conversations_history"]))
-
-    @staticmethod
-    def apply_browser_state(browser_state_value, state_value):
-        state_value["conversations"] = browser_state_value["conversations"]
-        state_value["conversations_history"] = browser_state_value[
-            "conversations_history"]
-        return gr.update(
-            items=browser_state_value["conversations"]), gr.update(
-                value=state_value)
-
-
-css = """
-.gradio-container {
-  padding: 0 !important;
-}
-.gradio-container > main.fillable {
-  padding: 0 !important;
-}
-#chatbot {
-  height: calc(100vh - 21px - 16px);
-}
-#chatbot .chatbot-conversations {
-  height: 100%;
-  background-color: var(--ms-gr-ant-color-bg-layout);
-}
-#chatbot .chatbot-conversations .chatbot-conversations-list {
-  padding-left: 0;
-  padding-right: 0;
-}
-#chatbot .chatbot-chat {
-  padding: 32px;
-  height: 100%;
-}
-@media (max-width: 768px) {
-  #chatbot .chatbot-chat {
-      padding: 0;
-  }
-}
-#chatbot .chatbot-chat .chatbot-chat-messages {
-  flex: 1;
-}
-#chatbot .chatbot-chat .chatbot-chat-messages .chatbot-chat-message .chatbot-chat-message-footer {
-  visibility: hidden;
-  opacity: 0;
-  transition: opacity 0.2s;
-}
-#chatbot .chatbot-chat .chatbot-chat-messages .chatbot-chat-message:last-child .chatbot-chat-message-footer {
-  visibility: visible;
-  opacity: 1;
-}
-#chatbot .chatbot-chat .chatbot-chat-messages .chatbot-chat-message:hover .chatbot-chat-message-footer {
-  visibility: visible;
-  opacity: 1;
-}
-"""
-
-
-def logo():
-    with antd.Typography.Title(level=1,
-                               elem_style=dict(fontSize=24,
-                                               padding=8,
-                                               margin=0)):
-        with antd.Flex(align="center", gap="small", justify="center"):
-            antd.Image(logo_img,
-                       preview=False,
-                       alt="logo",
-                       width=24,
-                       height=24)
-            ms.Span("dots.llm1.inst")
-
-
-with gr.Blocks(css=css, fill_width=True) as demo:
-    state = gr.State({
-        "conversations_history": {},
-        "conversations": [],
-        "conversation_id": "",
-        "editing_message_index": -1,
-    })
-
-    with ms.Application(), antdx.XProvider(
-            theme=DEFAULT_THEME, locale=DEFAULT_LOCALE), ms.AutoLoading():
-        with antd.Row(gutter=[20, 20], wrap=False, elem_id="chatbot"):
-            # Left Column
-            with antd.Col(md=dict(flex="0 0 260px", span=24, order=0),
-                          span=0,
-                          order=1,
-                          elem_classes="chatbot-conversations", 
-                        elem_style=dict(
-                        maxWidth="260px",
-                        minWidth="260px",
-                        overflow="hidden")):
-                with antd.Flex(vertical=True,
-                               gap="small",
-                               elem_style=dict(height="100%", width="100%", minWidth="0")):
-                    # Logo
-                    logo()
-
-                    # New Conversation Button
-                    with antd.Button(value=None,
-                                     color="primary",
-                                     variant="filled",
-                                     block=True, elem_style=dict(maxWidth="100%")) as add_conversation_btn:
-                        ms.Text(get_text("New Conversation", "新建对话"))
-                        with ms.Slot("icon"):
-                            antd.Icon("PlusOutlined")
-
-                    # Conversations List
-                    with antdx.Conversations(
-                            elem_classes="chatbot-conversations-list",
-                            elem_style=dict(
-                                width="100%",
-                                minWidth="0",
-                                overflow="hidden",
-                                flex="1"
-                            )
-                    ) as conversations:
-                        with ms.Slot('menu.items'):
-                            with antd.Menu.Item(
-                                    label="Delete", key="delete", danger=True
-                            ) as conversation_delete_menu_item:
-                                with ms.Slot("icon"):
-                                    antd.Icon("DeleteOutlined")
-            # Right Column
-            with antd.Col(flex=1, elem_style=dict(height="100%")):
-                with antd.Flex(vertical=True,
-                               gap="middle",
-                               elem_classes="chatbot-chat"):
-                    # Chatbot
-                    with antdx.Bubble.List(
-                            items=DEFAULT_CONVERSATIONS_HISTORY,
-                            elem_classes="chatbot-chat-messages") as chatbot:
-                        # Define Chatbot Roles
-                        with ms.Slot("roles"):
-                            # Placeholder Role
-                            with antdx.Bubble.List.Role(
-                                    role="placeholder",
-                                    styles=dict(content=dict(width="100%")),
-                                    variant="borderless"):
-                                with ms.Slot("messageRender"):
-                                    with antd.Space(
-                                            direction="vertical",
-                                            size=16,
-                                            elem_style=dict(width="100%")):
-                                        with antdx.Welcome(
-                                                styles=dict(icon=dict(
-                                                    flexShrink=0)),
-                                                variant="borderless",
-                                                title=get_text(
-                                                    "Hello, I'm dots.",
-                                                    "你好，我是 dots."),
-                                                description=get_text(
-                                                    "You can type text to get started.",
-                                                    "你可以输入文本开始对话。"),
-                                        ):
-                                            with ms.Slot("icon"):
-                                                antd.Image(logo_img,
-                                                           preview=False)
-                                        with antdx.Prompts(title=get_text(
-                                                "How can I help you today?",
-                                                "有什么我能帮助你的吗?"),
-                                                           styles={
-                                                               "list": {
-                                                                   "width":
-                                                                   '100%',
-                                                               },
-                                                               "item": {
-                                                                   "flex": 1,
-                                                               },
-                                                           }) as prompts:
-                                            for item in DEFAULT_PROMPTS:
-                                                with antdx.Prompts.Item(
-                                                        label=item["category"]
-                                                ):
-                                                    for prompt in item[
-                                                            "prompts"]:
-                                                        antdx.Prompts.Item(
-                                                            description=prompt,
-                                                        )
-
-                            # User Role
-                            with antdx.Bubble.List.Role(
-                                    role="user",
-                                    placement="end",
-                                    elem_classes="chatbot-chat-message",
-                                    class_names=dict(
-                                        footer="chatbot-chat-message-footer"),
-                                    styles=dict(content=dict(
-                                        maxWidth="100%",
-                                        overflow='auto',
-                                    ))):
-                                with ms.Slot(
-                                        "messageRender",
-                                        params_mapping="(content) => content"):
-
-                                    ms.Markdown()
-                                with ms.Slot("footer",
-                                             params_mapping="""(bubble) => {
-                                                    return {
-                                                      copy_btn: {
-                                                        copyable: { text: typeof bubble.content === 'string' ? bubble.content : bubble.content?.text, tooltips: false },
-                                                      },
-                                                      edit_btn: { conversationKey: bubble.key, disabled: bubble.meta.disabled },
-                                                      delete_btn: { conversationKey: bubble.key, disabled: bubble.meta.disabled },
-                                                    };
-                                             }"""):
-                                    with antd.Typography.Text(
-                                            copyable=dict(tooltips=False),
-                                            as_item="copy_btn"):
-                                        with ms.Slot("copyable.icon"):
-                                            with antd.Button(value=None,
-                                                             size="small",
-                                                             color="default",
-                                                             variant="text"):
-                                                with ms.Slot("icon"):
-                                                    antd.Icon("CopyOutlined")
-                                            with antd.Button(value=None,
-                                                             size="small",
-                                                             color="default",
-                                                             variant="text"):
-                                                with ms.Slot("icon"):
-                                                    antd.Icon("CheckOutlined")
-                                    with antd.Button(value=None,
-                                                     size="small",
-                                                     color="default",
-                                                     variant="text",
-                                                     as_item="edit_btn"
-                                                     ) as user_edit_btn:
-                                        with ms.Slot("icon"):
-                                            antd.Icon("EditOutlined")
-                                    with antd.Popconfirm(
-                                            title="Delete the message",
-                                            description=
-                                            "Are you sure to delete this message?",
-                                            ok_button_props=dict(danger=True),
-                                            as_item="delete_btn"
-                                    ) as user_delete_popconfirm:
-                                        with antd.Button(value=None,
-                                                         size="small",
-                                                         color="default",
-                                                         variant="text",
-                                                         as_item="delete_btn"):
-                                            with ms.Slot("icon"):
-                                                antd.Icon("DeleteOutlined")
-
-                            # Chatbot Role
-                            with antdx.Bubble.List.Role(
-                                    role="assistant",
-                                    placement="start",
-                                    elem_classes="chatbot-chat-message",
-                                    class_names=dict(
-                                        footer="chatbot-chat-message-footer"),
-                                    styles=dict(content=dict(
-                                        maxWidth="100%", overflow='auto'))):
-                                with ms.Slot("avatar"):
-                                    antd.Avatar(
-                                        os.path.join(os.path.dirname(__file__),
-                                                    "rednote_hilab.png"))
-                                with ms.Slot(
-                                        "messageRender",
-                                        params_mapping="""(content, bubble) => {
-                                            const has_error = bubble?.meta?.error
-                                            return {
-                                                answer: {
-                                                    value: content
-                                                },
-                                                canceled: bubble.meta?.canceled ? undefined : { style: { display: 'none' } }
-                                            }
-                                        }"""):
-                                    # 直接显示答案内容，不再有thinking相关的组件
-                                    ms.Markdown(
-                                        as_item="answer",
-                                        elem_classes="answer-content")
-
-                                    antd.Divider(as_item="canceled")
-                                    antd.Typography.Text(get_text(
-                                        "Chat completion paused.", "聊天已暂停。"),
-                                                        as_item="canceled",
-                                                        type="warning")
-
-                                with ms.Slot("footer",
-                                            params_mapping="""(bubble) => {
-                                                if (bubble?.meta?.end) {
-                                                    return {
-                                                    copy_btn: {
-                                                        copyable: { text: bubble.content, tooltips: false },
-                                                    },
-                                                    regenerate_btn: { conversationKey: bubble.key, disabled: bubble.meta.disabled },
-                                                    delete_btn: { conversationKey: bubble.key, disabled: bubble.meta.disabled },
-                                                    edit_btn: { conversationKey: bubble.key, disabled: bubble.meta.disabled },
-                                                    };
-                                                }
-                                                return { actions_container: { style: { display: 'none' } } };
-                                }"""):
-                                    with ms.Div(as_item="actions_container"):
-                                        with antd.Typography.Text(
-                                                copyable=dict(tooltips=False),
-                                                as_item="copy_btn"):
-                                            with ms.Slot("copyable.icon"):
-                                                with antd.Button(
-                                                        value=None,
-                                                        size="small",
-                                                        color="default",
-                                                        variant="text"):
-                                                    with ms.Slot("icon"):
-                                                        antd.Icon(
-                                                            "CopyOutlined")
-                                                with antd.Button(
-                                                        value=None,
-                                                        size="small",
-                                                        color="default",
-                                                        variant="text"):
-                                                    with ms.Slot("icon"):
-                                                        antd.Icon(
-                                                            "CheckOutlined")
-
-                                        with antd.Popconfirm(
-                                                title=get_text(
-                                                    "Regenerate the message",
-                                                    "重新生成消息"),
-                                                description=get_text(
-                                                    "Regenerate the message will also delete all subsequent messages.",
-                                                    "重新生成消息将会删除所有的后续消息。"),
-                                                ok_button_props=dict(
-                                                    danger=True),
-                                                as_item="regenerate_btn"
-                                        ) as chatbot_regenerate_popconfirm:
-                                            with antd.Button(
-                                                    value=None,
-                                                    size="small",
-                                                    color="default",
-                                                    variant="text",
-                                                    as_item="regenerate_btn",
-                                            ):
-                                                with ms.Slot("icon"):
-                                                    antd.Icon("SyncOutlined")
-                                        with antd.Button(value=None,
-                                                        size="small",
-                                                        color="default",
-                                                        variant="text",
-                                                        as_item="edit_btn"
-                                                        ) as chatbot_edit_btn:
-                                            with ms.Slot("icon"):
-                                                antd.Icon("EditOutlined")
-                                        with antd.Popconfirm(
-                                                title=get_text("Delete the message", "删除消息"),
-                                                description=get_text(
-                                                    "Are you sure to delete this message?",
-                                                    "确定要删除这条消息吗?"),
-                                                ok_button_props=dict(
-                                                    danger=True),
-                                                as_item="delete_btn"
-                                        ) as chatbot_delete_popconfirm:
-                                            with antd.Button(
-                                                    value=None,
-                                                    size="small",
-                                                    color="default",
-                                                    variant="text",
-                                                    as_item="delete_btn"):
-                                                with ms.Slot("icon"):
-                                                    antd.Icon("DeleteOutlined")
-
-
-                    # Sender
-                    with antdx.Suggestion(
-                            items=DEFAULT_SUGGESTIONS,
-                            # onKeyDown Handler in Javascript
-                            should_trigger="""(e, { onTrigger, onKeyDown }) => {
-                      switch(e.key) {
-                        case '/':
-                          onTrigger()
-                          break
-                        case 'ArrowRight':
-                        case 'ArrowLeft':
-                        case 'ArrowUp':
-                        case 'ArrowDown':
-                          break;
-                        default:
-                          onTrigger(false)
-                      }
-                      onKeyDown(e)
-                    }""") as suggestion:
-                        with ms.Slot("children"):
-                            with antdx.Sender(placeholder=get_text(
-                                    "Enter / to get suggestions",
-                                    "输入 / 获取建议"), ) as sender:
-                                with ms.Slot("prefix"):
-                                    # Clear Button
-                                    with antd.Tooltip(title=get_text(
-                                            "Clear Conversation History",
-                                            "清空对话历史"), ):
-                                        with antd.Button(
-                                                value=None,
-                                                type="text") as clear_btn:
-                                            with ms.Slot("icon"):
-                                                antd.Icon("ClearOutlined")
-
-        # Modals
-        with antd.Modal(title=get_text("Edit Message", "编辑消息"),
-                        open=False,
-                        centered=True,
-                        width="60%") as edit_modal:
-            edit_textarea = antd.Input.Textarea(auto_size=dict(minRows=2,
-                                                               maxRows=6),
-                                                elem_style=dict(width="100%"))
-    # Events Handler
-    if save_history:
-        browser_state = gr.BrowserState(
-            {
-                "conversations_history": {},
-                "conversations": [],
-            },
-            storage_key="dots_chatbot_storage")
-        state.change(fn=Gradio_Events.update_browser_state,
-                     inputs=[state],
-                     outputs=[browser_state])
-
-        demo.load(fn=Gradio_Events.apply_browser_state,
-                  inputs=[browser_state, state],
-                  outputs=[conversations, state])
-
-    add_conversation_btn.click(fn=Gradio_Events.new_chat,
-                               inputs=[state],
-                               outputs=[conversations, chatbot, state])
-    conversations.active_change(fn=Gradio_Events.select_conversation,
-                                inputs=[state],
-                                outputs=[conversations, chatbot, state])
-    conversations.menu_click(fn=Gradio_Events.click_conversation_menu,
-                             inputs=[state],
-                             outputs=[conversations, chatbot, state])
-    prompts.item_click(fn=Gradio_Events.apply_prompt, outputs=[sender])
-
-    clear_btn.click(fn=Gradio_Events.clear_conversation_history,
-                    inputs=[state],
-                    outputs=[chatbot, state])
+            return f"⚠️ Ответ не распознан: {result}"
+    except Exception as e:
+        return f"❌ Ошибка: {str(e)}"
 
-    suggestion.select(fn=Gradio_Events.select_suggestion,
-                      inputs=[sender],
-                      outputs=[sender])
+def chat(user_input, history):
+    history = history or []
+    prompt = f"Q: {user_input}\nA:"
+    output = query_huggingface(prompt)
+    history.append((user_input, output))
+    return history, history
 
-    gr.on(triggers=[user_edit_btn.click, chatbot_edit_btn.click],
-          fn=Gradio_Events.edit_message,
-          inputs=[state],
-          outputs=[edit_textarea, state]).then(fn=Gradio_Events.open_modal,
-                                               outputs=[edit_modal])
-    edit_modal.ok(fn=Gradio_Events.confirm_edit_message,
-                  inputs=[edit_textarea, state],
-                  outputs=[chatbot, state]).then(fn=Gradio_Events.close_modal,
-                                                 outputs=[edit_modal])
-    edit_modal.cancel(fn=Gradio_Events.close_modal, outputs=[edit_modal])
-    gr.on(triggers=[
-        chatbot_delete_popconfirm.confirm, user_delete_popconfirm.confirm
-    ],
-          fn=Gradio_Events.delete_message,
-          inputs=[state],
-          outputs=[chatbot, state])
+with gr.Blocks() as demo:
+    gr.Markdown("## 🤖 Чат с моделью Hugging Face")
+    chatbot = gr.Chatbot()
+    msg = gr.Textbox(placeholder="Введите сообщение и нажмите Enter...")
+    clear = gr.Button("Очистить")
 
-    regenerating_event = chatbot_regenerate_popconfirm.confirm(
-        fn=Gradio_Events.regenerate_message,
-        inputs=[state],
-        outputs=[sender, clear_btn, conversation_delete_menu_item, add_conversation_btn, conversations, chatbot, state])
+    state = gr.State([])
 
-    submit_event = sender.submit(fn=Gradio_Events.submit,
-                                 inputs=[sender, state],
-                                 outputs=[sender, clear_btn, conversation_delete_menu_item,
-                             add_conversation_btn, conversations,chatbot, state])
-    sender.cancel(fn=None, cancels=[submit_event, regenerating_event])
-    sender.cancel(fn=Gradio_Events.cancel,
-                  inputs=[state],
-                  outputs=[
-                      sender, conversation_delete_menu_item, clear_btn,
-                      conversations, add_conversation_btn, chatbot, state
-                  ])
+    msg.submit(chat, [msg, state], [chatbot, state])
+    clear.click(lambda: ([], []), None, [chatbot, state])
 
-if __name__ == "__main__":
-    demo.queue(default_concurrency_limit=200).launch(ssr_mode=False, max_threads=200)
+demo.launch()