Update app.py

app.py

@@ -1,1076 +1,1076 @@
-import os
-import json
-import uuid
-import base64
-import sys
-import inspect
-from loguru import logger
-import os
-import asyncio
-import time
-import aiohttp
-import io
-from datetime import datetime
-from functools import partial
-
-from quart import Quart, request, jsonify, Response
-from quart_cors import cors
-import cloudscraper
-from dotenv import load_dotenv
-
-load_dotenv()
-
-CONFIG = {
-    "MODELS": {
-        'grok-2': 'grok-latest',
-        'grok-2-imageGen': 'grok-latest',
-        'grok-2-search': 'grok-latest',
-        "grok-3": "grok-3",
-        "grok-3-search": "grok-3",
-        "grok-3-imageGen": "grok-3",
-        "grok-3-deepsearch": "grok-3",
-        "grok-3-reasoning": "grok-3"
-    },
-    "API": {
-        "BASE_URL": "https://grok.com",
-        "API_KEY": os.getenv("API_KEY", "sk-123456"),
-        "IS_TEMP_CONVERSATION": os.getenv("IS_TEMP_CONVERSATION", "false").lower() == "true",
-        "PICGO_KEY": os.getenv("PICGO_KEY", None),  # 想要流式生图的话需要填入这个PICGO图床的key
-        "TUMY_KEY": os.getenv("TUMY_KEY", None),  # 想要流式生图的话需要填入这个TUMY图床的key
-        "IS_CUSTOM_SSO": os.getenv("IS_CUSTOM_SSO", "false").lower() == "true"
-    },
-    "SERVER": {
-        "PORT": int(os.getenv("PORT", 3000))
-    },
-    "RETRY": {
-        "MAX_ATTEMPTS": 2 
-    },
-    "SHOW_THINKING": os.getenv("SHOW_THINKING", "false").lower() == "true",
-    "IS_THINKING": False,
-    "IS_IMG_GEN": False,
-    "IS_IMG_GEN2": False,
-    "ISSHOW_SEARCH_RESULTS": os.getenv("ISSHOW_SEARCH_RESULTS", "true").lower() == "true"
-}
-
-class Logger:
-    def __init__(self, level="INFO", colorize=True, format=None):
-        # 移除默认的日志处理器
-        logger.remove()
-
-        if format is None:
-            format = (
-                "<green>{time:YYYY-MM-DD HH:mm:ss}</green> | "
-                "<level>{level: <8}</level> | "
-                "<cyan>{extra[filename]}</cyan>:<cyan>{extra[function]}</cyan>:<cyan>{extra[lineno]}</cyan> | "
-                "<level>{message}</level>"
-            )
-
-        logger.add(
-            sys.stderr, 
-            level=level, 
-            format=format,
-            colorize=colorize,
-            backtrace=True,
-            diagnose=True
-        )
-
-        self.logger = logger
-
-    def _get_caller_info(self):
-        frame = inspect.currentframe()
-        try:
-            caller_frame = frame.f_back.f_back
-            full_path = caller_frame.f_code.co_filename
-            function = caller_frame.f_code.co_name
-            lineno = caller_frame.f_lineno
-            
-            filename = os.path.basename(full_path)
-            
-            return {
-                'filename': filename,
-                'function': function,
-                'lineno': lineno
-            }
-        finally:
-            del frame 
-
-    def info(self, message, source="API"):
-        caller_info = self._get_caller_info()
-        self.logger.bind(**caller_info).info(f"[{source}] {message}")
-        
-    def error(self, message, source="API"):
-        caller_info = self._get_caller_info()
-        
-        if isinstance(message, Exception):
-            self.logger.bind(**caller_info).exception(f"[{source}] {str(message)}")
-        else:
-            self.logger.bind(**caller_info).error(f"[{source}] {message}")
-    
-    def warning(self, message, source="API"):
-        caller_info = self._get_caller_info()
-        self.logger.bind(**caller_info).warning(f"[{source}] {message}")
-    
-    def debug(self, message, source="API"):
-        caller_info = self._get_caller_info()
-        self.logger.bind(**caller_info).debug(f"[{source}] {message}")
-
-    async def request_logger(self, request):
-        caller_info = self._get_caller_info()
-        self.logger.bind(**caller_info).info(f"请求: {request.method} {request.path}", "Request")
-
-logger = Logger(level="INFO")
-
-class AuthTokenManager:
-    def __init__(self):
-        self.token_model_map = {}
-        self.expired_tokens = set()
-        self.token_status_map = {}
-        self.token_reset_switch = False
-        self.token_reset_timer = None
-        self.is_custom_sso = os.getenv("IS_CUSTOM_SSO", "false").lower() == "true"
-
-        self.model_config = {
-            "grok-2": {
-                "RequestFrequency": 2,
-                "ExpirationTime": 1 * 60 * 60  
-            },
-            "grok-3": {
-                "RequestFrequency": 20,
-                "ExpirationTime": 2 * 60 * 60  #
-            },
-            "grok-3-deepsearch": {
-                "RequestFrequency": 10,
-                "ExpirationTime": 24 * 60 * 60  
-            },
-            "grok-3-reasoning": {
-                "RequestFrequency": 10,
-                "ExpirationTime": 24 * 60 * 60  
-            }
-        }
-        
-    async def add_token(self, token):
-        sso = token.split("sso=")[1].split(";")[0]
-        for model in self.model_config.keys():
-            if model not in self.token_model_map:
-                self.token_model_map[model] = []
-                
-            if sso not in self.token_status_map:
-                self.token_status_map[sso] = {}
-                
-            existing_token_entry = next((entry for entry in self.token_model_map[model] 
-                                         if entry.get("token") == token), None)
-                
-            if not existing_token_entry:
-                self.token_model_map[model].append({
-                    "token": token,
-                    "RequestCount": 0,
-                    "AddedTime": time.time(),
-                    "StartCallTime": None
-                })
-                
-                if model not in self.token_status_map[sso]:
-                    self.token_status_map[sso][model] = {
-                        "isValid": True,
-                        "invalidatedTime": None,
-                        "totalRequestCount": 0
-                    }
-        logger.info(f"添加令牌成功: {token}", "TokenManager")
-        
-    def set_token(self, token):
-        models = list(self.model_config.keys())
-        for model in models:
-            self.token_model_map[model] = [{
-                "token": token,
-                "RequestCount": 0,
-                "AddedTime": time.time(),
-                "StartCallTime": None
-            }]
-        
-        sso = token.split("sso=")[1].split(";")[0]
-        self.token_status_map[sso] = {}
-        for model in models:
-            self.token_status_map[sso][model] = {
-                "isValid": True,
-                "invalidatedTime": None,
-                "totalRequestCount": 0
-            }
-        logger.info(f"设置令牌成功: {token}", "TokenManager")
-        
-    async def delete_token(self, token):
-        try:
-            sso = token.split("sso=")[1].split(";")[0]
-            
-            for model in self.token_model_map:
-                self.token_model_map[model] = [
-                    entry for entry in self.token_model_map[model]
-                    if entry.get("token") != token
-                ]
-                
-            if sso in self.token_status_map:
-                del self.token_status_map[sso]
-                
-            logger.info(f"令牌已成功移除: {token}", "TokenManager")
-            return True
-        except Exception as error:
-            logger.error(f"令牌删除失败: {error}", "TokenManager")
-            return False
-            
-    def get_next_token_for_model(self, model_id):
-        normalized_model = self.normalize_model_name(model_id)
-        
-        if normalized_model not in self.token_model_map or not self.token_model_map[normalized_model]:
-            return None
-            
-        token_entry = self.token_model_map[normalized_model][0]
-        
-        if token_entry:
-            if self.is_custom_sso:
-                return token_entry["token"]
-            
-            if token_entry["StartCallTime"] is None:
-                token_entry["StartCallTime"] = time.time()
-                
-            if not self.token_reset_switch:
-                self.start_token_reset_process()
-                self.token_reset_switch = True
-                
-            token_entry["RequestCount"] += 1
-            
-            if token_entry["RequestCount"] > self.model_config[normalized_model]["RequestFrequency"]:
-                self.remove_token_from_model(normalized_model, token_entry["token"])
-                if not self.token_model_map[normalized_model]:
-                    return None
-                next_token_entry = self.token_model_map[normalized_model][0]
-                return next_token_entry["token"] if next_token_entry else None
-            
-            sso = token_entry["token"].split("sso=")[1].split(";")[0]
-            if sso in self.token_status_map and normalized_model in self.token_status_map[sso]:
-                if token_entry["RequestCount"] == self.model_config[normalized_model]["RequestFrequency"]:
-                    self.token_status_map[sso][normalized_model]["isValid"] = False
-                    self.token_status_map[sso][normalized_model]["invalidatedTime"] = time.time()
-                
-                self.token_status_map[sso][normalized_model]["totalRequestCount"] += 1
-                
-            return token_entry["token"]
-        
-        return None
-        
-    def remove_token_from_model(self, model_id, token):
-        normalized_model = self.normalize_model_name(model_id)
-        
-        if normalized_model not in self.token_model_map:
-            logger.error(f"模型 {normalized_model} 不存在", "TokenManager")
-            return False
-            
-        model_tokens = self.token_model_map[normalized_model]
-        token_index = -1
-        
-        for i, entry in enumerate(model_tokens):
-            if entry["token"] == token:
-                token_index = i
-                break
-                
-        if token_index != -1:
-            removed_token_entry = model_tokens.pop(token_index)
-            self.expired_tokens.add((
-                removed_token_entry["token"],
-                normalized_model,
-                time.time()
-            ))
-            
-            if not self.token_reset_switch:
-                self.start_token_reset_process()
-                self.token_reset_switch = True
-                
-            logger.info(f"模型{model_id}的令牌已失效，已成功移除令牌: {token}", "TokenManager")
-            return True
-            
-        logger.error(f"在模型 {normalized_model} 中未找到 token: {token}", "TokenManager")
-        return False
-        
-    def get_expired_tokens(self):
-        return list(self.expired_tokens)
-        
-    def normalize_model_name(self, model):
-        if model.startswith('grok-') and 'deepsearch' not in model and 'reasoning' not in model:
-            return '-'.join(model.split('-')[:2])
-        return model
-        
-    def get_token_count_for_model(self, model_id):
-        normalized_model = self.normalize_model_name(model_id)
-        return len(self.token_model_map.get(normalized_model, []))
-        
-    def get_remaining_token_request_capacity(self):
-        remaining_capacity_map = {}
-        
-        for model in self.model_config:
-            model_tokens = self.token_model_map.get(model, [])
-            model_request_frequency = self.model_config[model]["RequestFrequency"]
-            
-            total_used_requests = sum(entry.get("RequestCount", 0) for entry in model_tokens)
-            remaining_capacity = (len(model_tokens) * model_request_frequency) - total_used_requests
-            remaining_capacity_map[model] = max(0, remaining_capacity)
-            
-        return remaining_capacity_map
-        
-    def get_token_array_for_model(self, model_id):
-        normalized_model = self.normalize_model_name(model_id)
-        return self.token_model_map.get(normalized_model, [])
-        
-    def start_token_reset_process(self):
-        if hasattr(self, '_reset_task') and self._reset_task:
-            pass
-        else:
-            self._reset_task = asyncio.create_task(self._token_reset_worker())
-
-    async def _token_reset_worker(self):
-        while True:
-            try:
-                current_time = time.time()
-                
-                expired_tokens_to_remove = set()
-                for token_info in self.expired_tokens:
-                    token, model, expired_time = token_info
-                    expiration_time = self.model_config[model]["ExpirationTime"]
-                    
-                    if current_time - expired_time >= expiration_time:
-                        if not any(entry["token"] == token for entry in self.token_model_map[model]):
-                            self.token_model_map[model].append({
-                                "token": token,
-                                "RequestCount": 0,
-                                "AddedTime": current_time,
-                                "StartCallTime": None
-                            })
-                            
-                        sso = token.split("sso=")[1].split(";")[0]
-                        if sso in self.token_status_map and model in self.token_status_map[sso]:
-                            self.token_status_map[sso][model]["isValid"] = True
-                            self.token_status_map[sso][model]["invalidatedTime"] = None
-                            self.token_status_map[sso][model]["totalRequestCount"] = 0
-                            
-                        expired_tokens_to_remove.add(token_info)
-                
-                for token_info in expired_tokens_to_remove:
-                    self.expired_tokens.remove(token_info)
-                
-                for model in self.model_config:
-                    if model not in self.token_model_map:
-                        continue
-                        
-                    for token_entry in self.token_model_map[model]:
-                        if token_entry["StartCallTime"] is None:
-                            continue
-                            
-                        expiration_time = self.model_config[model]["ExpirationTime"]
-                        if current_time - token_entry["StartCallTime"] >= expiration_time:
-                            sso = token_entry["token"].split("sso=")[1].split(";")[0]
-                            if sso in self.token_status_map and model in self.token_status_map[sso]:
-                                self.token_status_map[sso][model]["isValid"] = True
-                                self.token_status_map[sso][model]["invalidatedTime"] = None
-                                self.token_status_map[sso][model]["totalRequestCount"] = 0
-                                
-                            token_entry["RequestCount"] = 0
-                            token_entry["StartCallTime"] = None
-                        
-                await asyncio.sleep(3600)
-            except Exception as e:
-                logger.error(f"令牌重置过程中出错: {e}", "TokenManager")
-                await asyncio.sleep(3600)
-                
-    def get_all_tokens(self):
-        all_tokens = set()
-        for model_tokens in self.token_model_map.values():
-            for entry in model_tokens:
-                all_tokens.add(entry["token"])
-        return list(all_tokens)
-        
-    def get_token_status_map(self):
-        return self.token_status_map
-
-token_manager = AuthTokenManager()
-
-async def initialize_tokens():
-    sso_array = os.getenv("SSO", "").split(',')
-    logger.info("开始加载令牌", "Server")
-    
-    for sso in sso_array:
-        if sso.strip(): 
-            await token_manager.add_token(f"sso-rw={sso};sso={sso}")
-    
-    logger.info(f"成功加载令牌: {json.dumps(token_manager.get_all_tokens(), indent=2)}", "Server")
-    logger.info(f"令牌加载完成，共加载: {len(token_manager.get_all_tokens())}个令牌", "Server")
-    logger.info("初始化完成", "Server")
-
-class Utils:
-    @staticmethod
-    async def organize_search_results(search_results):
-        if not search_results or "results" not in search_results:
-            return ''
-
-        results = search_results["results"]
-        formatted_results = []
-        
-        for index, result in enumerate(results):
-            title = result.get("title", "未知标题")
-            url = result.get("url", "#")
-            preview = result.get("preview", "无预览内容")
-            
-            formatted_result = f"\r\n<details><summary>资料[{index}]: {title}</summary>\r\n{preview}\r\n\n[Link]({url})\r\n</details>"
-            formatted_results.append(formatted_result)
-            
-        return '\n\n'.join(formatted_results)
-    
-    @staticmethod
-    async def run_in_executor(func, *args, **kwargs):
-        return await asyncio.get_event_loop().run_in_executor(
-            None, partial(func, *args, **kwargs)
-        )
-
-class GrokApiClient:
-    def __init__(self, model_id):
-        if model_id not in CONFIG["MODELS"]:
-            raise ValueError(f"不支持的模型: {model_id}")
-        self.model = model_id
-        self.model_id = CONFIG["MODELS"][model_id]
-        self.scraper = cloudscraper.create_scraper()
-        
-    def process_message_content(self, content):
-        if isinstance(content, str):
-            return content
-        return None
-        
-    def get_image_type(self, base64_string):
-        mime_type = 'image/jpeg'
-        if 'data:image' in base64_string:
-            import re
-            matches = re.match(r'data:([a-zA-Z0-9]+\/[a-zA-Z0-9-.+]+);base64,', base64_string)
-            if matches:
-                mime_type = matches.group(1)
-                
-        extension = mime_type.split('/')[1]
-        file_name = f"image.{extension}"
-        
-        return {
-            "mimeType": mime_type,
-            "fileName": file_name
-        }
-        
-    async def upload_base64_image(self, base64_data, url):
-        try:
-            if 'data:image' in base64_data:
-                image_buffer = base64_data.split(',')[1]
-            else:
-                image_buffer = base64_data
-                
-            image_info = self.get_image_type(base64_data)
-            mime_type = image_info["mimeType"]
-            file_name = image_info["fileName"]
-            
-            upload_data = {
-                "rpc": "uploadFile",
-                "req": {
-                    "fileName": file_name,
-                    "fileMimeType": mime_type,
-                    "content": image_buffer
-                }
-            }
-            
-            logger.info("发送图片请求", "Server")
-            
-            token = token_manager.get_next_token_for_model(self.model)
-            if not token:
-                logger.error("没有可用的token", "Server")
-                return ''
-                
-            headers = {
-                "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/133.0.0.0 Safari/537.36",
-                "Connection": "keep-alive",
-                "Accept": "*/*",
-                "Accept-Encoding": "gzip, deflate, br, zstd",
-                "Content-Type": "text/plain;charset=UTF-8",
-                "Cookie": token,
-                "baggage": "sentry-public_key=b311e0f2690c81f25e2c4cf6d4f7ce1c"
-            }
-            
-            response = await Utils.run_in_executor(
-                self.scraper.post,
-                url, 
-                headers=headers,
-                data=json.dumps(upload_data),
-            )
-            
-            if response.status_code != 200:
-                logger.error(f"上传图片失败,状态码:{response.status_code},原因:{response.text}", "Server")
-                return ''
-                
-            result = response.json()
-            logger.info(f'上传图片成功: {result}', "Server")
-            return result["fileMetadataId"]
-            
-        except Exception as error:
-            logger.error(error, "Server")
-            return ''
-            
-    async def prepare_chat_request(self, request_data):
-        todo_messages = request_data["messages"]
-        if request_data["model"] in ["grok-2-imageGen", "grok-3-imageGen", "grok-3-deepsearch"]:
-            last_message = todo_messages[-1]
-            if last_message["role"] != "user":
-                raise ValueError("画图模型的最后一条消息必须是用户消息!")
-            todo_messages = [last_message]
-            
-        file_attachments = []
-        messages = ''
-        last_role = None
-        last_content = ''
-        search = request_data["model"] in ["grok-2-search", "grok-3-search"]
-        
-        def remove_think_tags(text):
-            import re
-            text = re.sub(r'<think>[\s\S]*?<\/think>', '', text).strip()
-            text = re.sub(r'!\[image\]\(data:.*?base64,.*?\)', '[图片]', text)
-            return text
-            
-        async def process_image_url(content):
-            if content["type"] == "image_url" and "data:image" in content["image_url"]["url"]:
-                image_response = await self.upload_base64_image(
-                    content["image_url"]["url"],
-                    f"{CONFIG['API']['BASE_URL']}/api/rpc"
-                )
-                return image_response
-            return None
-            
-        async def process_content(content):
-            if isinstance(content, list):
-                text_content = ''
-                for item in content:
-                    if item["type"] == "image_url":
-                        text_content += ("[图片]" if text_content else '') + "\n" if text_content else "[图片]"
-                    elif item["type"] == "text":
-                        text_content += ("\n" + remove_think_tags(item["text"]) if text_content else remove_think_tags(item["text"]))
-                return text_content
-            elif isinstance(content, dict) and content is not None:
-                if content["type"] == "image_url":
-                    return "[图片]"
-                elif content["type"] == "text":
-                    return remove_think_tags(content["text"])
-            return remove_think_tags(self.process_message_content(content))
-            
-        for current in todo_messages:
-            role = "assistant" if current["role"] == "assistant" else "user"
-            is_last_message = current == todo_messages[-1]
-            
-            logger.info(json.dumps(current, indent=2, ensure_ascii=False), "Server")
-            if is_last_message and "content" in current:
-                if isinstance(current["content"], list):
-                    for item in current["content"]:
-                        if item["type"] == "image_url":
-                            logger.info("处理图片附件", "Server")
-                            processed_image = await process_image_url(item)
-                            if processed_image:
-                                file_attachments.append(processed_image)
-                elif isinstance(current["content"], dict) and current["content"].get("type") == "image_url":
-                    processed_image = await process_image_url(current["content"])
-                    if processed_image:
-                        file_attachments.append(processed_image)
-                        
-            text_content = await process_content(current["content"])
-            
-            if text_content or (is_last_message and file_attachments):
-                if role == last_role and text_content:
-                    last_content += '\n' + text_content
-                    messages = messages[:messages.rindex(f"{role.upper()}: ")] + f"{role.upper()}: {last_content}\n"
-                else:
-                    messages += f"{role.upper()}: {text_content or '[图片]'}\n"
-                    last_content = text_content
-                    last_role = role         
-        return {
-            "temporary": CONFIG["API"]["IS_TEMP_CONVERSATION"],
-            "modelName": self.model_id,
-            "message": messages.strip(),
-            "fileAttachments": file_attachments[:4],
-            "imageAttachments": [],
-            "disableSearch": False,
-            "enableImageGeneration": True,
-            "returnImageBytes": False,
-            "returnRawGrokInXaiRequest": False,
-            "enableImageStreaming": False,
-            "imageGenerationCount": 1,
-            "forceConcise": False,
-            "toolOverrides": {
-                "imageGen": request_data["model"] in ["grok-2-imageGen", "grok-3-imageGen"],
-                "webSearch": search,
-                "xSearch": search,
-                "xMediaSearch": search,
-                "trendsSearch": search,
-                "xPostAnalyze": search
-            },
-            "enableSideBySide": True,
-            "isPreset": False,
-            "sendFinalMetadata": True,
-            "customInstructions": "",
-            "deepsearchPreset": "default" if request_data["model"] == "grok-3-deepsearch" else "",
-            "isReasoning": request_data["model"] == "grok-3-reasoning"
-        }
-
-class MessageProcessor:
-    @staticmethod
-    def create_chat_response(message, model, is_stream=False):
-        base_response = {
-            "id": f"chatcmpl-{str(uuid.uuid4())}",
-            "created": int(datetime.now().timestamp()),
-            "model": model
-        }
-        
-        if is_stream:
-            return {
-                **base_response,
-                "object": "chat.completion.chunk",
-                "choices": [{
-                    "index": 0,
-                    "delta": {
-                        "content": message
-                    }
-                }]
-            }
-        
-        return {
-            **base_response,
-            "object": "chat.completion",
-            "choices": [{
-                "index": 0,
-                "message": {
-                    "role": "assistant",
-                    "content": message
-                },
-                "finish_reason": "stop"
-            }],
-            "usage": None
-        }
-
-async def process_model_response(response, model):
-    result = {"token": None, "imageUrl": None}
-    
-    if CONFIG["IS_IMG_GEN"]:
-        if response and response.get("cachedImageGenerationResponse") and not CONFIG["IS_IMG_GEN2"]:
-            result["imageUrl"] = response["cachedImageGenerationResponse"]["imageUrl"]
-        return result
-    
-    if model == "grok-2":
-        result["token"] = response.get("token")
-    elif model in ["grok-2-search", "grok-3-search"]:
-        if response and response.get("webSearchResults") and CONFIG["ISSHOW_SEARCH_RESULTS"]:
-            result["token"] = f"\r\n<think>{await Utils.organize_search_results(response['webSearchResults'])}</think>\r\n"
-        else:
-            result["token"] = response.get("token")
-    elif model == "grok-3":
-        result["token"] = response.get("token")
-    elif model == "grok-3-deepsearch":
-        if response and response.get("messageTag") == "final":
-            result["token"] = response.get("token")        
-    elif model == "grok-3-reasoning":
-        if response and response.get("isThinking", False) and not CONFIG["SHOW_THINKING"]:
-            return result
-            
-        if response and response.get("isThinking", False) and not CONFIG["IS_THINKING"]:
-            result["token"] = "<think>" + response.get("token", "")
-            CONFIG["IS_THINKING"] = True
-        elif response and not response.get("isThinking", True) and CONFIG["IS_THINKING"]:
-            result["token"] = "</think>" + response.get("token", "")
-            CONFIG["IS_THINKING"] = False
-        else:
-            result["token"] = response.get("token")
-            
-    return result
-
-async def stream_response_generator(response, model):
-    try:
-        CONFIG["IS_THINKING"] = False
-        CONFIG["IS_IMG_GEN"] = False
-        CONFIG["IS_IMG_GEN2"] = False
-        logger.info("开始处理流式响应", "Server")
-        
-        async def iter_lines():
-            line_iter = response.iter_lines()
-            while True:
-                try:
-                    line = await Utils.run_in_executor(lambda: next(line_iter, None))
-                    if line is None: 
-                        break
-                    yield line
-                except StopIteration:
-                    break
-                except Exception as e:
-                    logger.error(f"迭代行时出错: {str(e)}", "Server")
-                    break
-        
-        async for line in iter_lines():
-            if not line:
-                continue
-                
-            try:
-                line_str = line.decode('utf-8')
-                line_json = json.loads(line_str)
-                
-                if line_json and line_json.get("error"):
-                    raise ValueError("RateLimitError")
-                    
-                response_data = line_json.get("result", {}).get("response")
-                if not response_data:
-                    continue
-                    
-                if response_data.get("doImgGen") or response_data.get("imageAttachmentInfo"):
-                    CONFIG["IS_IMG_GEN"] = True
-                    
-                result = await process_model_response(response_data, model)
-                
-                if result["token"]:
-                    yield f"data: {json.dumps(MessageProcessor.create_chat_response(result['token'], model, True))}\n\n"
-                    
-                if result["imageUrl"]:
-                    CONFIG["IS_IMG_GEN2"] = True
-                    data_image = await handle_image_response(result["imageUrl"], model)
-                    yield f"data: {json.dumps(MessageProcessor.create_chat_response(data_image, model, True))}\n\n"
-                    
-            except Exception as error:
-                logger.error(error, "Server")
-                continue
-                
-        yield "data: [DONE]\n\n"
-        
-    except Exception as error:
-        logger.error(error, "Server")
-        raise error
-
-async def handle_normal_response(response, model):
-    try:
-        full_response = ''
-        CONFIG["IS_THINKING"] = False
-        CONFIG["IS_IMG_GEN"] = False
-        CONFIG["IS_IMG_GEN2"] = False
-        logger.info("开始处理非流式响应", "Server")
-        image_url = None
-        
-        async def iter_lines():
-            line_iter = response.iter_lines()
-            while True:
-                try:
-                    line = await Utils.run_in_executor(lambda: next(line_iter, None))
-                    if line is None:
-                        break
-                    yield line
-                except StopIteration:
-                    break
-                except Exception as e:
-                    logger.error(f"迭代行时出错: {str(e)}", "Server")
-                    break
-                    
-        async for line in iter_lines():
-            if not line:
-                continue
-                
-            try:
-                line_str = line.decode('utf-8')
-                line_json = json.loads(line_str)
-                
-                if line_json and line_json.get("error"):
-                    raise ValueError("RateLimitError")
-                    
-                response_data = line_json.get("result", {}).get("response")
-                if not response_data:
-                    continue
-                    
-                if response_data.get("doImgGen") or response_data.get("imageAttachmentInfo"):
-                    CONFIG["IS_IMG_GEN"] = True
-                    
-                result = await process_model_response(response_data, model)
-                
-                if result["token"]:
-                    full_response += result["token"]
-                    
-                if result["imageUrl"]:
-                    CONFIG["IS_IMG_GEN2"] = True
-                    image_url = result["imageUrl"]
-                    
-            except Exception as error:
-                logger.error(error, "Server")
-                continue
-                
-        if CONFIG["IS_IMG_GEN2"] and image_url:
-            data_image = await handle_image_response(image_url, model)
-            return MessageProcessor.create_chat_response(data_image, model)
-        else:
-            return MessageProcessor.create_chat_response(full_response, model)
-            
-    except Exception as error:
-        logger.error(error, "Server")
-        raise error
-
-async def handle_image_response(image_url,model):
-    MAX_RETRIES = 2
-    retry_count = 0
-    scraper = cloudscraper.create_scraper()
-    
-    while retry_count < MAX_RETRIES:
-        try:
-            token = token_manager.get_next_token_for_model(model)
-            if not token:
-                raise ValueError("没有可用的token")
-                
-            image_response = await Utils.run_in_executor(
-                scraper.get,
-                f"https://assets.grok.com/{image_url}",
-                headers={
-                    **CONFIG["DEFAULT_HEADERS"],
-                    "cookie": token
-                }
-            )
-            
-            if image_response.status_code == 200:
-                break
-                
-            retry_count += 1
-            if retry_count == MAX_RETRIES:
-                raise ValueError(f"上游服务请求失败! status: {image_response.status_code}")
-                
-            await asyncio.sleep(1 * retry_count)
-            
-        except Exception as error:
-            logger.error(error, "Server")
-            retry_count += 1
-            if retry_count == MAX_RETRIES:
-                raise error
-                
-            await asyncio.sleep(1 * retry_count)
-    
-    image_content = image_response.content
-    
-    if CONFIG["API"]["PICGO_KEY"]:
-        form = aiohttp.FormData()
-        form.add_field('source', 
-                      io.BytesIO(image_content),
-                      filename=f'image-{int(datetime.now().timestamp())}.jpg',
-                      content_type='image/jpeg')
-        
-        async with aiohttp.ClientSession() as session:
-            async with session.post(
-                "https://www.picgo.net/api/1/upload",
-                data=form,
-                headers={"X-API-Key": CONFIG["API"]["PICGO_KEY"]}
-            ) as response_url:
-                if response_url.status != 200:
-                    return "生图失败，请查看PICGO图床密钥是否设置正确"
-                else:
-                    logger.info("生图成功", "Server")
-                    result = await response_url.json()
-                    return f"![image]({result['image']['url']})"
-    elif CONFIG["API"]["TUMY_KEY"]:
-        form = aiohttp.FormData()
-        form.add_field('file', 
-                      io.BytesIO(image_content),
-                      filename=f'image-{int(datetime.now().timestamp())}.jpg',
-                      content_type='image/jpeg')
-        
-        async with aiohttp.ClientSession() as session:
-            async with session.post(
-                "https://tu.my/api/v1/upload",
-                data=form,
-                headers={
-                    "Accept": "application/json",
-                    "Authorization": f"Bearer {CONFIG['API']['TUMY_KEY']}"
-                }
-            ) as response_url:
-                if response_url.status != 200:
-                    return "生图失败，请查看TUMY图床密钥是否设置正确"
-                else:
-                    logger.info("生图成功", "Server")
-                    result = await response_url.json()
-                    return f"![image]({result['image']['url']})"
-    # 如果没有PICGO_KEY或者TUMY_KEY则返回base64图片
-    image_base64 = base64.b64encode(image_content).decode('utf-8')
-    return f"![image](data:image/jpeg;base64,{image_base64})"
-
-
-app = Quart(__name__)
-app = cors(app, allow_origin="*", allow_methods=["GET", "POST", "OPTIONS"], allow_headers=["Content-Type", "Authorization"])
-
-@app.before_request
-async def before_request():
-    await logger.request_logger(request)
-
-@app.route('/v1/models', methods=['GET'])
-async def models():
-    return jsonify({
-        "object": "list",
-        "data": [
-            {
-                "id": model,
-                "object": "model",
-                "created": int(datetime.now().timestamp()),
-                "owned_by": "grok"
-            } for model in CONFIG["MODELS"].keys()
-        ]
-    })
-
-
-@app.route('/get/tokens', methods=['GET'])
-async def get_tokens():
-    auth_token = request.headers.get('Authorization', '').replace('Bearer ', '')
-    
-    if CONFIG["API"]["IS_CUSTOM_SSO"]:
-        return jsonify({"error": '自定义的SSO令牌模式无法获取轮询sso令牌状态'}), 403
-    elif auth_token != CONFIG["API"]["API_KEY"]:
-        return jsonify({"error": 'Unauthorized'}), 401
-        
-    return jsonify(token_manager.get_token_status_map())
-
-@app.route('/add/token', methods=['POST'])
-async def add_token():
-    auth_token = request.headers.get('Authorization', '').replace('Bearer ', '')
-    
-    if CONFIG["API"]["IS_CUSTOM_SSO"]:
-        return jsonify({"error": '自定义的SSO令牌模式无法添加sso令牌'}), 403
-    elif auth_token != CONFIG["API"]["API_KEY"]:
-        return jsonify({"error": 'Unauthorized'}), 401
-        
-    try:
-        data = await request.get_json()
-        sso = data.get('sso')
-        if not sso:
-            return jsonify({"error": 'SSO令牌不能为空'}), 400
-            
-        await token_manager.add_token(f"sso-rw={sso};sso={sso}")
-        return jsonify(token_manager.get_token_status_map().get(sso, {}))
-    except Exception as error:
-        logger.error(error, "Server")
-        return jsonify({"error": '添加sso令牌失败'}), 500
-
-@app.route('/delete/token', methods=['POST'])
-async def delete_token():
-    auth_token = request.headers.get('Authorization', '').replace('Bearer ', '')
-    
-    if CONFIG["API"]["IS_CUSTOM_SSO"]:
-        return jsonify({"error": '自定义的SSO令牌模式无法删除sso令牌'}), 403
-    elif auth_token != CONFIG["API"]["API_KEY"]:
-        return jsonify({"error": 'Unauthorized'}), 401
-        
-    try:
-        data = await request.get_json()
-        sso = data.get('sso')
-        if not sso:
-            return jsonify({"error": 'SSO令牌不能为空'}), 400
-            
-        success = await token_manager.delete_token(f"sso-rw={sso};sso={sso}")
-        if success:
-            return jsonify({"message": '删除sso令牌成功'})
-        else:
-            return jsonify({"error": '删除sso令牌失败'}), 500
-    except Exception as error:
-        logger.error(error, "Server")
-        return jsonify({"error": '删除sso令牌失败'}), 500
-
-@app.route('/v1/chat/completions', methods=['POST'])
-async def chat_completions():
-    try:
-        data = await request.get_json()
-        auth_token = request.headers.get('Authorization', '').replace('Bearer ', '')
-
-        if auth_token:
-            if CONFIG["API"]["IS_CUSTOM_SSO"]:
-                await token_manager.set_token(f"sso-rw={auth_token};sso={auth_token}")
-            elif auth_token != CONFIG["API"]["API_KEY"]:
-                return jsonify({"error": "Unauthorized"}), 401
-        else:
-            return jsonify({"error": "Unauthorized"}), 401
-                    
-        model = data.get("model")
-        stream = data.get("stream", False)
-        retry_count = 0
-        
-        try:
-            grok_client = GrokApiClient(model)
-            request_payload = await grok_client.prepare_chat_request(data)
-            
-            while retry_count < CONFIG["RETRY"]["MAX_ATTEMPTS"]:
-                retry_count += 1
-                logger.info(f"开始请求(第{retry_count}次尝试)", "Server")
-                
-                token = token_manager.get_next_token_for_model(model)
-                if not token:
-                    logger.error(f"没有可用的{model}模型令牌", "Server")
-                    if retry_count == CONFIG["RETRY"]["MAX_ATTEMPTS"]:
-                        raise ValueError(f"没有可用的{model}模型令牌")
-                    continue
-                
-                scraper = cloudscraper.create_scraper()
-                
-                try:
-                    headers = {
-                        "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/133.0.0.0 Safari/537.36",
-                        "Connection": "keep-alive",
-                        "Accept": "*/*",
-                        "Accept-Encoding": "gzip, deflate, br, zstd",
-                        "Content-Type": "text/plain;charset=UTF-8",
-                        "Cookie": token,
-                        "baggage": "sentry-public_key=b311e0f2690c81f25e2c4cf6d4f7ce1c"
-                    }
-                    logger.info(f"使用令牌: {token}", "Server")
-                    
-                    response = await Utils.run_in_executor(
-                        scraper.post,
-                        f"{CONFIG['API']['BASE_URL']}/rest/app-chat/conversations/new",
-                        headers=headers,
-                        data=json.dumps(request_payload),
-                        stream=True
-                    )
-                    
-                    if response.status_code == 200:
-                        logger.info("请求成功", "Server")
-                        
-                        if stream:
-                            return Response(
-                                stream_response_generator(response, model),
-                                content_type='text/event-stream',
-                                headers={
-                                    'Cache-Control': 'no-cache',
-                                    'Connection': 'keep-alive'
-                                }
-                            )
-                        else:
-                            result = await handle_normal_response(response, model)
-                            return jsonify(result)
-                    else:
-                        logger.error(f"请求失败: 状态码 {response.status_code}", "Server")
-                        token_manager.remove_token_from_model(model, token)
-                        
-                except Exception as e:
-                    logger.error(f"请求异常: {str(e)}", "Server")
-                    token_manager.remove_token_from_model(model, token)
-                    
-            raise ValueError("请求失败，已达到最大重试次数")
-            
-        except Exception as e:
-            logger.error(e, "ChatAPI")
-            return jsonify({
-                "error": {
-                    "message": str(e),
-                    "type": "server_error"
-                }
-            }), 500
-            
-    except Exception as e:
-        logger.error(e, "ChatAPI")
-        return jsonify({
-            "error": {
-                "message": str(e),
-                "type": "server_error"
-            }
-        }), 500
-
-@app.route('/', methods=['GET'])
-async def index():
-    return "api运行正常"
-
-if __name__ == "__main__":
-    asyncio.run(initialize_tokens())
+import os
+import json
+import uuid
+import base64
+import sys
+import inspect
+from loguru import logger
+import os
+import asyncio
+import time
+import aiohttp
+import io
+from datetime import datetime
+from functools import partial
+
+from quart import Quart, request, jsonify, Response
+from quart_cors import cors
+import cloudscraper
+from dotenv import load_dotenv
+
+load_dotenv()
+
+CONFIG = {
+    "MODELS": {
+        'grok-2': 'grok-latest',
+        'grok-2-imageGen': 'grok-latest',
+        'grok-2-search': 'grok-latest',
+        "grok-3": "grok-3",
+        "grok-3-search": "grok-3",
+        "grok-3-imageGen": "grok-3",
+        "grok-3-deepsearch": "grok-3",
+        "grok-3-reasoning": "grok-3"
+    },
+    "API": {
+        "BASE_URL": "https://grok.com",
+        "API_KEY": os.getenv("API_KEY", "sk-123456"),
+        "IS_TEMP_CONVERSATION": os.getenv("IS_TEMP_CONVERSATION", "false").lower() == "true",
+        "PICGO_KEY": os.getenv("PICGO_KEY", None),  # 想要流式生图的话需要填入这个PICGO图床的key
+        "TUMY_KEY": os.getenv("TUMY_KEY", None),  # 想要流式生图的话需要填入这个TUMY图床的key
+        "IS_CUSTOM_SSO": os.getenv("IS_CUSTOM_SSO", "false").lower() == "true"
+    },
+    "SERVER": {
+        "PORT": int(os.getenv("PORT", 3000))
+    },
+    "RETRY": {
+        "MAX_ATTEMPTS": 2 
+    },
+    "SHOW_THINKING": os.getenv("SHOW_THINKING", "false").lower() == "true",
+    "IS_THINKING": False,
+    "IS_IMG_GEN": False,
+    "IS_IMG_GEN2": False,
+    "ISSHOW_SEARCH_RESULTS": os.getenv("ISSHOW_SEARCH_RESULTS", "true").lower() == "true"
+}
+
+class Logger:
+    def __init__(self, level="INFO", colorize=True, format=None):
+        # 移除默认的日志处理器
+        logger.remove()
+
+        if format is None:
+            format = (
+                "<green>{time:YYYY-MM-DD HH:mm:ss}</green> | "
+                "<level>{level: <8}</level> | "
+                "<cyan>{extra[filename]}</cyan>:<cyan>{extra[function]}</cyan>:<cyan>{extra[lineno]}</cyan> | "
+                "<level>{message}</level>"
+            )
+
+        logger.add(
+            sys.stderr, 
+            level=level, 
+            format=format,
+            colorize=colorize,
+            backtrace=True,
+            diagnose=True
+        )
+
+        self.logger = logger
+
+    def _get_caller_info(self):
+        frame = inspect.currentframe()
+        try:
+            caller_frame = frame.f_back.f_back
+            full_path = caller_frame.f_code.co_filename
+            function = caller_frame.f_code.co_name
+            lineno = caller_frame.f_lineno
+            
+            filename = os.path.basename(full_path)
+            
+            return {
+                'filename': filename,
+                'function': function,
+                'lineno': lineno
+            }
+        finally:
+            del frame 
+
+    def info(self, message, source="API"):
+        caller_info = self._get_caller_info()
+        self.logger.bind(**caller_info).info(f"[{source}] {message}")
+        
+    def error(self, message, source="API"):
+        caller_info = self._get_caller_info()
+        
+        if isinstance(message, Exception):
+            self.logger.bind(**caller_info).exception(f"[{source}] {str(message)}")
+        else:
+            self.logger.bind(**caller_info).error(f"[{source}] {message}")
+    
+    def warning(self, message, source="API"):
+        caller_info = self._get_caller_info()
+        self.logger.bind(**caller_info).warning(f"[{source}] {message}")
+    
+    def debug(self, message, source="API"):
+        caller_info = self._get_caller_info()
+        self.logger.bind(**caller_info).debug(f"[{source}] {message}")
+
+    async def request_logger(self, request):
+        caller_info = self._get_caller_info()
+        self.logger.bind(**caller_info).info(f"请求: {request.method} {request.path}", "Request")
+
+logger = Logger(level="INFO")
+
+class AuthTokenManager:
+    def __init__(self):
+        self.token_model_map = {}
+        self.expired_tokens = set()
+        self.token_status_map = {}
+        self.token_reset_switch = False
+        self.token_reset_timer = None
+        self.is_custom_sso = os.getenv("IS_CUSTOM_SSO", "false").lower() == "true"
+
+        self.model_config = {
+            "grok-2": {
+                "RequestFrequency": 2,
+                "ExpirationTime": 1 * 60 * 60  
+            },
+            "grok-3": {
+                "RequestFrequency": 20,
+                "ExpirationTime": 2 * 60 * 60  #
+            },
+            "grok-3-deepsearch": {
+                "RequestFrequency": 10,
+                "ExpirationTime": 24 * 60 * 60  
+            },
+            "grok-3-reasoning": {
+                "RequestFrequency": 10,
+                "ExpirationTime": 24 * 60 * 60  
+            }
+        }
+        
+    async def add_token(self, token):
+        sso = token.split("sso=")[1].split(";")[0]
+        for model in self.model_config.keys():
+            if model not in self.token_model_map:
+                self.token_model_map[model] = []
+                
+            if sso not in self.token_status_map:
+                self.token_status_map[sso] = {}
+                
+            existing_token_entry = next((entry for entry in self.token_model_map[model] 
+                                         if entry.get("token") == token), None)
+                
+            if not existing_token_entry:
+                self.token_model_map[model].append({
+                    "token": token,
+                    "RequestCount": 0,
+                    "AddedTime": time.time(),
+                    "StartCallTime": None
+                })
+                
+                if model not in self.token_status_map[sso]:
+                    self.token_status_map[sso][model] = {
+                        "isValid": True,
+                        "invalidatedTime": None,
+                        "totalRequestCount": 0
+                    }
+        logger.info(f"添加令牌成功: {token}", "TokenManager")
+        
+    def set_token(self, token):
+        models = list(self.model_config.keys())
+        for model in models:
+            self.token_model_map[model] = [{
+                "token": token,
+                "RequestCount": 0,
+                "AddedTime": time.time(),
+                "StartCallTime": None
+            }]
+        
+        sso = token.split("sso=")[1].split(";")[0]
+        self.token_status_map[sso] = {}
+        for model in models:
+            self.token_status_map[sso][model] = {
+                "isValid": True,
+                "invalidatedTime": None,
+                "totalRequestCount": 0
+            }
+        logger.info(f"设置令牌成功: {token}", "TokenManager")
+        
+    async def delete_token(self, token):
+        try:
+            sso = token.split("sso=")[1].split(";")[0]
+            
+            for model in self.token_model_map:
+                self.token_model_map[model] = [
+                    entry for entry in self.token_model_map[model]
+                    if entry.get("token") != token
+                ]
+                
+            if sso in self.token_status_map:
+                del self.token_status_map[sso]
+                
+            logger.info(f"令牌已成功移除: {token}", "TokenManager")
+            return True
+        except Exception as error:
+            logger.error(f"令牌删除失败: {error}", "TokenManager")
+            return False
+            
+    def get_next_token_for_model(self, model_id):
+        normalized_model = self.normalize_model_name(model_id)
+        
+        if normalized_model not in self.token_model_map or not self.token_model_map[normalized_model]:
+            return None
+            
+        token_entry = self.token_model_map[normalized_model][0]
+        
+        if token_entry:
+            if self.is_custom_sso:
+                return token_entry["token"]
+            
+            if token_entry["StartCallTime"] is None:
+                token_entry["StartCallTime"] = time.time()
+                
+            if not self.token_reset_switch:
+                self.start_token_reset_process()
+                self.token_reset_switch = True
+                
+            token_entry["RequestCount"] += 1
+            
+            if token_entry["RequestCount"] > self.model_config[normalized_model]["RequestFrequency"]:
+                self.remove_token_from_model(normalized_model, token_entry["token"])
+                if not self.token_model_map[normalized_model]:
+                    return None
+                next_token_entry = self.token_model_map[normalized_model][0]
+                return next_token_entry["token"] if next_token_entry else None
+            
+            sso = token_entry["token"].split("sso=")[1].split(";")[0]
+            if sso in self.token_status_map and normalized_model in self.token_status_map[sso]:
+                if token_entry["RequestCount"] == self.model_config[normalized_model]["RequestFrequency"]:
+                    self.token_status_map[sso][normalized_model]["isValid"] = False
+                    self.token_status_map[sso][normalized_model]["invalidatedTime"] = time.time()
+                
+                self.token_status_map[sso][normalized_model]["totalRequestCount"] += 1
+                
+            return token_entry["token"]
+        
+        return None
+        
+    def remove_token_from_model(self, model_id, token):
+        normalized_model = self.normalize_model_name(model_id)
+        
+        if normalized_model not in self.token_model_map:
+            logger.error(f"模型 {normalized_model} 不存在", "TokenManager")
+            return False
+            
+        model_tokens = self.token_model_map[normalized_model]
+        token_index = -1
+        
+        for i, entry in enumerate(model_tokens):
+            if entry["token"] == token:
+                token_index = i
+                break
+                
+        if token_index != -1:
+            removed_token_entry = model_tokens.pop(token_index)
+            self.expired_tokens.add((
+                removed_token_entry["token"],
+                normalized_model,
+                time.time()
+            ))
+            
+            if not self.token_reset_switch:
+                self.start_token_reset_process()
+                self.token_reset_switch = True
+                
+            logger.info(f"模型{model_id}的令牌已失效，已成功移除令牌: {token}", "TokenManager")
+            return True
+            
+        logger.error(f"在模型 {normalized_model} 中未找到 token: {token}", "TokenManager")
+        return False
+        
+    def get_expired_tokens(self):
+        return list(self.expired_tokens)
+        
+    def normalize_model_name(self, model):
+        if model.startswith('grok-') and 'deepsearch' not in model and 'reasoning' not in model:
+            return '-'.join(model.split('-')[:2])
+        return model
+        
+    def get_token_count_for_model(self, model_id):
+        normalized_model = self.normalize_model_name(model_id)
+        return len(self.token_model_map.get(normalized_model, []))
+        
+    def get_remaining_token_request_capacity(self):
+        remaining_capacity_map = {}
+        
+        for model in self.model_config:
+            model_tokens = self.token_model_map.get(model, [])
+            model_request_frequency = self.model_config[model]["RequestFrequency"]
+            
+            total_used_requests = sum(entry.get("RequestCount", 0) for entry in model_tokens)
+            remaining_capacity = (len(model_tokens) * model_request_frequency) - total_used_requests
+            remaining_capacity_map[model] = max(0, remaining_capacity)
+            
+        return remaining_capacity_map
+        
+    def get_token_array_for_model(self, model_id):
+        normalized_model = self.normalize_model_name(model_id)
+        return self.token_model_map.get(normalized_model, [])
+        
+    def start_token_reset_process(self):
+        if hasattr(self, '_reset_task') and self._reset_task:
+            pass
+        else:
+            self._reset_task = asyncio.create_task(self._token_reset_worker())
+
+    async def _token_reset_worker(self):
+        while True:
+            try:
+                current_time = time.time()
+                
+                expired_tokens_to_remove = set()
+                for token_info in self.expired_tokens:
+                    token, model, expired_time = token_info
+                    expiration_time = self.model_config[model]["ExpirationTime"]
+                    
+                    if current_time - expired_time >= expiration_time:
+                        if not any(entry["token"] == token for entry in self.token_model_map[model]):
+                            self.token_model_map[model].append({
+                                "token": token,
+                                "RequestCount": 0,
+                                "AddedTime": current_time,
+                                "StartCallTime": None
+                            })
+                            
+                        sso = token.split("sso=")[1].split(";")[0]
+                        if sso in self.token_status_map and model in self.token_status_map[sso]:
+                            self.token_status_map[sso][model]["isValid"] = True
+                            self.token_status_map[sso][model]["invalidatedTime"] = None
+                            self.token_status_map[sso][model]["totalRequestCount"] = 0
+                            
+                        expired_tokens_to_remove.add(token_info)
+                
+                for token_info in expired_tokens_to_remove:
+                    self.expired_tokens.remove(token_info)
+                
+                for model in self.model_config:
+                    if model not in self.token_model_map:
+                        continue
+                        
+                    for token_entry in self.token_model_map[model]:
+                        if token_entry["StartCallTime"] is None:
+                            continue
+                            
+                        expiration_time = self.model_config[model]["ExpirationTime"]
+                        if current_time - token_entry["StartCallTime"] >= expiration_time:
+                            sso = token_entry["token"].split("sso=")[1].split(";")[0]
+                            if sso in self.token_status_map and model in self.token_status_map[sso]:
+                                self.token_status_map[sso][model]["isValid"] = True
+                                self.token_status_map[sso][model]["invalidatedTime"] = None
+                                self.token_status_map[sso][model]["totalRequestCount"] = 0
+                                
+                            token_entry["RequestCount"] = 0
+                            token_entry["StartCallTime"] = None
+                        
+                await asyncio.sleep(3600)
+            except Exception as e:
+                logger.error(f"令牌重置过程中出错: {e}", "TokenManager")
+                await asyncio.sleep(3600)
+                
+    def get_all_tokens(self):
+        all_tokens = set()
+        for model_tokens in self.token_model_map.values():
+            for entry in model_tokens:
+                all_tokens.add(entry["token"])
+        return list(all_tokens)
+        
+    def get_token_status_map(self):
+        return self.token_status_map
+
+token_manager = AuthTokenManager()
+
+async def initialize_tokens():
+    sso_array = os.getenv("SSO", "").split(',')
+    logger.info("开始加载令牌", "Server")
+    
+    for sso in sso_array:
+        if sso.strip(): 
+            await token_manager.add_token(f"sso-rw={sso};sso={sso}")
+    
+    logger.info(f"成功加载令牌: {json.dumps(token_manager.get_all_tokens(), indent=2)}", "Server")
+    logger.info(f"令牌加载完成，共加载: {len(token_manager.get_all_tokens())}个令牌", "Server")
+    logger.info("初始化完成", "Server")
+
+class Utils:
+    @staticmethod
+    async def organize_search_results(search_results):
+        if not search_results or "results" not in search_results:
+            return ''
+
+        results = search_results["results"]
+        formatted_results = []
+        
+        for index, result in enumerate(results):
+            title = result.get("title", "未知标题")
+            url = result.get("url", "#")
+            preview = result.get("preview", "无预览内容")
+            
+            formatted_result = f"\r\n<details><summary>资料[{index}]: {title}</summary>\r\n{preview}\r\n\n[Link]({url})\r\n</details>"
+            formatted_results.append(formatted_result)
+            
+        return '\n\n'.join(formatted_results)
+    
+    @staticmethod
+    async def run_in_executor(func, *args, **kwargs):
+        return await asyncio.get_event_loop().run_in_executor(
+            None, partial(func, *args, **kwargs)
+        )
+
+class GrokApiClient:
+    def __init__(self, model_id):
+        if model_id not in CONFIG["MODELS"]:
+            raise ValueError(f"不支持的模型: {model_id}")
+        self.model = model_id
+        self.model_id = CONFIG["MODELS"][model_id]
+        self.scraper = cloudscraper.create_scraper()
+        
+    def process_message_content(self, content):
+        if isinstance(content, str):
+            return content
+        return None
+        
+    def get_image_type(self, base64_string):
+        mime_type = 'image/jpeg'
+        if 'data:image' in base64_string:
+            import re
+            matches = re.match(r'data:([a-zA-Z0-9]+\/[a-zA-Z0-9-.+]+);base64,', base64_string)
+            if matches:
+                mime_type = matches.group(1)
+                
+        extension = mime_type.split('/')[1]
+        file_name = f"image.{extension}"
+        
+        return {
+            "mimeType": mime_type,
+            "fileName": file_name
+        }
+        
+    async def upload_base64_image(self, base64_data, url):
+        try:
+            if 'data:image' in base64_data:
+                image_buffer = base64_data.split(',')[1]
+            else:
+                image_buffer = base64_data
+                
+            image_info = self.get_image_type(base64_data)
+            mime_type = image_info["mimeType"]
+            file_name = image_info["fileName"]
+            
+            upload_data = {
+                "rpc": "uploadFile",
+                "req": {
+                    "fileName": file_name,
+                    "fileMimeType": mime_type,
+                    "content": image_buffer
+                }
+            }
+            
+            logger.info("发送图片请求", "Server")
+            
+            token = token_manager.get_next_token_for_model(self.model)
+            if not token:
+                logger.error("没有可用的token", "Server")
+                return ''
+                
+            headers = {
+                "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/133.0.0.0 Safari/537.36",
+                "Connection": "keep-alive",
+                "Accept": "*/*",
+                "Accept-Encoding": "gzip, deflate, br, zstd",
+                "Content-Type": "text/plain;charset=UTF-8",
+                "Cookie": token,
+                "baggage": "sentry-public_key=b311e0f2690c81f25e2c4cf6d4f7ce1c"
+            }
+            
+            response = await Utils.run_in_executor(
+                self.scraper.post,
+                url, 
+                headers=headers,
+                data=json.dumps(upload_data),
+            )
+            
+            if response.status_code != 200:
+                logger.error(f"上传图片失败,状态码:{response.status_code},原因:{response.text}", "Server")
+                return ''
+                
+            result = response.json()
+            logger.info(f'上传图片成功: {result}', "Server")
+            return result["fileMetadataId"]
+            
+        except Exception as error:
+            logger.error(error, "Server")
+            return ''
+            
+    async def prepare_chat_request(self, request_data):
+        todo_messages = request_data["messages"]
+        if request_data["model"] in ["grok-2-imageGen", "grok-3-imageGen", "grok-3-deepsearch"]:
+            last_message = todo_messages[-1]
+            if last_message["role"] != "user":
+                raise ValueError("画图模型的最后一条消息必须是用户消息!")
+            todo_messages = [last_message]
+            
+        file_attachments = []
+        messages = ''
+        last_role = None
+        last_content = ''
+        search = request_data["model"] in ["grok-2-search", "grok-3-search"]
+        
+        def remove_think_tags(text):
+            import re
+            text = re.sub(r'<think>[\s\S]*?<\/think>', '', text).strip()
+            text = re.sub(r'!\[image\]\(data:.*?base64,.*?\)', '[图片]', text)
+            return text
+            
+        async def process_image_url(content):
+            if content["type"] == "image_url" and "data:image" in content["image_url"]["url"]:
+                image_response = await self.upload_base64_image(
+                    content["image_url"]["url"],
+                    f"{CONFIG['API']['BASE_URL']}/api/rpc"
+                )
+                return image_response
+            return None
+            
+        async def process_content(content):
+            if isinstance(content, list):
+                text_content = ''
+                for item in content:
+                    if item["type"] == "image_url":
+                        text_content += ("[图片]" if text_content else '') + "\n" if text_content else "[图片]"
+                    elif item["type"] == "text":
+                        text_content += ("\n" + remove_think_tags(item["text"]) if text_content else remove_think_tags(item["text"]))
+                return text_content
+            elif isinstance(content, dict) and content is not None:
+                if content["type"] == "image_url":
+                    return "[图片]"
+                elif content["type"] == "text":
+                    return remove_think_tags(content["text"])
+            return remove_think_tags(self.process_message_content(content))
+            
+        for current in todo_messages:
+            role = "assistant" if current["role"] == "assistant" else "user"
+            is_last_message = current == todo_messages[-1]
+            
+            logger.info(json.dumps(current, indent=2, ensure_ascii=False), "Server")
+            if is_last_message and "content" in current:
+                if isinstance(current["content"], list):
+                    for item in current["content"]:
+                        if item["type"] == "image_url":
+                            logger.info("处理图片附件", "Server")
+                            processed_image = await process_image_url(item)
+                            if processed_image:
+                                file_attachments.append(processed_image)
+                elif isinstance(current["content"], dict) and current["content"].get("type") == "image_url":
+                    processed_image = await process_image_url(current["content"])
+                    if processed_image:
+                        file_attachments.append(processed_image)
+                        
+            text_content = await process_content(current["content"])
+            
+            if text_content or (is_last_message and file_attachments):
+                if role == last_role and text_content:
+                    last_content += '\n' + text_content
+                    messages = messages[:messages.rindex(f"{role.upper()}: ")] + f"{role.upper()}: {last_content}\n"
+                else:
+                    messages += f"{role.upper()}: {text_content or '[图片]'}\n"
+                    last_content = text_content
+                    last_role = role         
+        return {
+            "temporary": CONFIG["API"]["IS_TEMP_CONVERSATION"],
+            "modelName": self.model_id,
+            "message": messages.strip(),
+            "fileAttachments": file_attachments[:4],
+            "imageAttachments": [],
+            "disableSearch": False,
+            "enableImageGeneration": True,
+            "returnImageBytes": False,
+            "returnRawGrokInXaiRequest": False,
+            "enableImageStreaming": False,
+            "imageGenerationCount": 1,
+            "forceConcise": False,
+            "toolOverrides": {
+                "imageGen": request_data["model"] in ["grok-2-imageGen", "grok-3-imageGen"],
+                "webSearch": search,
+                "xSearch": search,
+                "xMediaSearch": search,
+                "trendsSearch": search,
+                "xPostAnalyze": search
+            },
+            "enableSideBySide": True,
+            "isPreset": False,
+            "sendFinalMetadata": True,
+            "customInstructions": "",
+            "deepsearchPreset": "default" if request_data["model"] == "grok-3-deepsearch" else "",
+            "isReasoning": request_data["model"] == "grok-3-reasoning"
+        }
+
+class MessageProcessor:
+    @staticmethod
+    def create_chat_response(message, model, is_stream=False):
+        base_response = {
+            "id": f"chatcmpl-{str(uuid.uuid4())}",
+            "created": int(datetime.now().timestamp()),
+            "model": model
+        }
+        
+        if is_stream:
+            return {
+                **base_response,
+                "object": "chat.completion.chunk",
+                "choices": [{
+                    "index": 0,
+                    "delta": {
+                        "content": message
+                    }
+                }]
+            }
+        
+        return {
+            **base_response,
+            "object": "chat.completion",
+            "choices": [{
+                "index": 0,
+                "message": {
+                    "role": "assistant",
+                    "content": message
+                },
+                "finish_reason": "stop"
+            }],
+            "usage": None
+        }
+
+async def process_model_response(response, model):
+    result = {"token": None, "imageUrl": None}
+    
+    if CONFIG["IS_IMG_GEN"]:
+        if response and response.get("cachedImageGenerationResponse") and not CONFIG["IS_IMG_GEN2"]:
+            result["imageUrl"] = response["cachedImageGenerationResponse"]["imageUrl"]
+        return result
+    
+    if model == "grok-2":
+        result["token"] = response.get("token")
+    elif model in ["grok-2-search", "grok-3-search"]:
+        if response and response.get("webSearchResults") and CONFIG["ISSHOW_SEARCH_RESULTS"]:
+            result["token"] = f"\r\n<think>{await Utils.organize_search_results(response['webSearchResults'])}</think>\r\n"
+        else:
+            result["token"] = response.get("token")
+    elif model == "grok-3":
+        result["token"] = response.get("token")
+    elif model == "grok-3-deepsearch":
+        if response and response.get("messageTag") == "final":
+            result["token"] = response.get("token")        
+    elif model == "grok-3-reasoning":
+        if response and response.get("isThinking", False) and not CONFIG["SHOW_THINKING"]:
+            return result
+            
+        if response and response.get("isThinking", False) and not CONFIG["IS_THINKING"]:
+            result["token"] = "<think>" + response.get("token", "")
+            CONFIG["IS_THINKING"] = True
+        elif response and not response.get("isThinking", True) and CONFIG["IS_THINKING"]:
+            result["token"] = "</think>" + response.get("token", "")
+            CONFIG["IS_THINKING"] = False
+        else:
+            result["token"] = response.get("token")
+            
+    return result
+
+async def stream_response_generator(response, model):
+    try:
+        CONFIG["IS_THINKING"] = False
+        CONFIG["IS_IMG_GEN"] = False
+        CONFIG["IS_IMG_GEN2"] = False
+        logger.info("开始处理流式响应", "Server")
+        
+        async def iter_lines():
+            line_iter = response.iter_lines()
+            while True:
+                try:
+                    line = await Utils.run_in_executor(lambda: next(line_iter, None))
+                    if line is None: 
+                        break
+                    yield line
+                except StopIteration:
+                    break
+                except Exception as e:
+                    logger.error(f"迭代行时出错: {str(e)}", "Server")
+                    break
+        
+        async for line in iter_lines():
+            if not line:
+                continue
+                
+            try:
+                line_str = line.decode('utf-8')
+                line_json = json.loads(line_str)
+                
+                if line_json and line_json.get("error"):
+                    raise ValueError("RateLimitError")
+                    
+                response_data = line_json.get("result", {}).get("response")
+                if not response_data:
+                    continue
+                    
+                if response_data.get("doImgGen") or response_data.get("imageAttachmentInfo"):
+                    CONFIG["IS_IMG_GEN"] = True
+                    
+                result = await process_model_response(response_data, model)
+                
+                if result["token"]:
+                    yield f"data: {json.dumps(MessageProcessor.create_chat_response(result['token'], model, True))}\n\n"
+                    
+                if result["imageUrl"]:
+                    CONFIG["IS_IMG_GEN2"] = True
+                    data_image = await handle_image_response(result["imageUrl"], model)
+                    yield f"data: {json.dumps(MessageProcessor.create_chat_response(data_image, model, True))}\n\n"
+                    
+            except Exception as error:
+                logger.error(error, "Server")
+                continue
+                
+        yield "data: [DONE]\n\n"
+        
+    except Exception as error:
+        logger.error(error, "Server")
+        raise error
+
+async def handle_normal_response(response, model):
+    try:
+        full_response = ''
+        CONFIG["IS_THINKING"] = False
+        CONFIG["IS_IMG_GEN"] = False
+        CONFIG["IS_IMG_GEN2"] = False
+        logger.info("开始处理非流式响应", "Server")
+        image_url = None
+        
+        async def iter_lines():
+            line_iter = response.iter_lines()
+            while True:
+                try:
+                    line = await Utils.run_in_executor(lambda: next(line_iter, None))
+                    if line is None:
+                        break
+                    yield line
+                except StopIteration:
+                    break
+                except Exception as e:
+                    logger.error(f"迭代行时出错: {str(e)}", "Server")
+                    break
+                    
+        async for line in iter_lines():
+            if not line:
+                continue
+                
+            try:
+                line_str = line.decode('utf-8')
+                line_json = json.loads(line_str)
+                
+                if line_json and line_json.get("error"):
+                    raise ValueError("RateLimitError")
+                    
+                response_data = line_json.get("result", {}).get("response")
+                if not response_data:
+                    continue
+                    
+                if response_data.get("doImgGen") or response_data.get("imageAttachmentInfo"):
+                    CONFIG["IS_IMG_GEN"] = True
+                    
+                result = await process_model_response(response_data, model)
+                
+                if result["token"]:
+                    full_response += result["token"]
+                    
+                if result["imageUrl"]:
+                    CONFIG["IS_IMG_GEN2"] = True
+                    image_url = result["imageUrl"]
+                    
+            except Exception as error:
+                logger.error(error, "Server")
+                continue
+                
+        if CONFIG["IS_IMG_GEN2"] and image_url:
+            data_image = await handle_image_response(image_url, model)
+            return MessageProcessor.create_chat_response(data_image, model)
+        else:
+            return MessageProcessor.create_chat_response(full_response, model)
+            
+    except Exception as error:
+        logger.error(error, "Server")
+        raise error
+
+async def handle_image_response(image_url,model):
+    MAX_RETRIES = 2
+    retry_count = 0
+    scraper = cloudscraper.create_scraper()
+    
+    while retry_count < MAX_RETRIES:
+        try:
+            token = token_manager.get_next_token_for_model(model)
+            if not token:
+                raise ValueError("没有可用的token")
+                
+            image_response = await Utils.run_in_executor(
+                scraper.get,
+                f"https://assets.grok.com/{image_url}",
+                headers={
+                    **CONFIG["DEFAULT_HEADERS"],
+                    "cookie": token
+                }
+            )
+            
+            if image_response.status_code == 200:
+                break
+                
+            retry_count += 1
+            if retry_count == MAX_RETRIES:
+                raise ValueError(f"上游服务请求失败! status: {image_response.status_code}")
+                
+            await asyncio.sleep(1 * retry_count)
+            
+        except Exception as error:
+            logger.error(error, "Server")
+            retry_count += 1
+            if retry_count == MAX_RETRIES:
+                raise error
+                
+            await asyncio.sleep(1 * retry_count)
+    
+    image_content = image_response.content
+    
+    if CONFIG["API"]["PICGO_KEY"]:
+        form = aiohttp.FormData()
+        form.add_field('source', 
+                      io.BytesIO(image_content),
+                      filename=f'image-{int(datetime.now().timestamp())}.jpg',
+                      content_type='image/jpeg')
+        
+        async with aiohttp.ClientSession() as session:
+            async with session.post(
+                "https://www.picgo.net/api/1/upload",
+                data=form,
+                headers={"X-API-Key": CONFIG["API"]["PICGO_KEY"]}
+            ) as response_url:
+                if response_url.status != 200:
+                    return "生图失败，请查看PICGO图床密钥是否设置正确"
+                else:
+                    logger.info("生图成功", "Server")
+                    result = await response_url.json()
+                    return f"![image]({result['image']['url']})"
+    elif CONFIG["API"]["TUMY_KEY"]:
+        form = aiohttp.FormData()
+        form.add_field('file', 
+                      io.BytesIO(image_content),
+                      filename=f'image-{int(datetime.now().timestamp())}.jpg',
+                      content_type='image/jpeg')
+        
+        async with aiohttp.ClientSession() as session:
+            async with session.post(
+                "https://tu.my/api/v1/upload",
+                data=form,
+                headers={
+                    "Accept": "application/json",
+                    "Authorization": f"Bearer {CONFIG['API']['TUMY_KEY']}"
+                }
+            ) as response_url:
+                if response_url.status != 200:
+                    return "生图失败，请查看TUMY图床密钥是否设置正确"
+                else:
+                    logger.info("生图成功", "Server")
+                    result = await response_url.json()
+                    return f"![image]({result['image']['url']})"
+    # 如果没有PICGO_KEY或者TUMY_KEY则返回base64图片
+    image_base64 = base64.b64encode(image_content).decode('utf-8')
+    return f"![image](data:image/jpeg;base64,{image_base64})"
+
+
+app = Quart(__name__)
+app = cors(app, allow_origin="*", allow_methods=["GET", "POST", "OPTIONS"], allow_headers=["Content-Type", "Authorization"])
+
+@app.before_request
+async def before_request():
+    await logger.request_logger(request)
+
+@app.route('/v1/models', methods=['GET'])
+async def models():
+    return jsonify({
+        "object": "list",
+        "data": [
+            {
+                "id": model,
+                "object": "model",
+                "created": int(datetime.now().timestamp()),
+                "owned_by": "grok"
+            } for model in CONFIG["MODELS"].keys()
+        ]
+    })
+
+
+@app.route('/get/tokens', methods=['GET'])
+async def get_tokens():
+    auth_token = request.headers.get('Authorization', '').replace('Bearer ', '')
+    
+    if CONFIG["API"]["IS_CUSTOM_SSO"]:
+        return jsonify({"error": '自定义的SSO令牌模式无法获取轮询sso令牌状态'}), 403
+    elif auth_token != CONFIG["API"]["API_KEY"]:
+        return jsonify({"error": 'Unauthorized'}), 401
+        
+    return jsonify(token_manager.get_token_status_map())
+
+@app.route('/add/token', methods=['POST'])
+async def add_token():
+    auth_token = request.headers.get('Authorization', '').replace('Bearer ', '')
+    
+    if CONFIG["API"]["IS_CUSTOM_SSO"]:
+        return jsonify({"error": '自定义的SSO令牌模式无法添加sso令牌'}), 403
+    elif auth_token != CONFIG["API"]["API_KEY"]:
+        return jsonify({"error": 'Unauthorized'}), 401
+        
+    try:
+        data = await request.get_json()
+        sso = data.get('sso')
+        if not sso:
+            return jsonify({"error": 'SSO令牌不能为空'}), 400
+            
+        await token_manager.add_token(f"sso-rw={sso};sso={sso}")
+        return jsonify(token_manager.get_token_status_map().get(sso, {}))
+    except Exception as error:
+        logger.error(error, "Server")
+        return jsonify({"error": '添加sso令牌失败'}), 500
+
+@app.route('/delete/token', methods=['POST'])
+async def delete_token():
+    auth_token = request.headers.get('Authorization', '').replace('Bearer ', '')
+    
+    if CONFIG["API"]["IS_CUSTOM_SSO"]:
+        return jsonify({"error": '自定义的SSO令牌模式无法删除sso令牌'}), 403
+    elif auth_token != CONFIG["API"]["API_KEY"]:
+        return jsonify({"error": 'Unauthorized'}), 401
+        
+    try:
+        data = await request.get_json()
+        sso = data.get('sso')
+        if not sso:
+            return jsonify({"error": 'SSO令牌不能为空'}), 400
+            
+        success = await token_manager.delete_token(f"sso-rw={sso};sso={sso}")
+        if success:
+            return jsonify({"message": '删除sso令牌成功'})
+        else:
+            return jsonify({"error": '删除sso令牌失败'}), 500
+    except Exception as error:
+        logger.error(error, "Server")
+        return jsonify({"error": '删除sso令牌失败'}), 500
+
+@app.route('/v1/chat/completions', methods=['POST'])
+async def chat_completions():
+    try:
+        data = await request.get_json()
+        auth_token = request.headers.get('Authorization', '').replace('Bearer ', '')
+
+        if auth_token:
+            if CONFIG["API"]["IS_CUSTOM_SSO"]:
+                await token_manager.set_token(f"sso-rw={auth_token};sso={auth_token}")
+            elif auth_token != CONFIG["API"]["API_KEY"]:
+                return jsonify({"error": "Unauthorized"}), 401
+        else:
+            return jsonify({"error": "Unauthorized"}), 401
+                    
+        model = data.get("model")
+        stream = data.get("stream", False)
+        retry_count = 0
+        
+        try:
+            grok_client = GrokApiClient(model)
+            request_payload = await grok_client.prepare_chat_request(data)
+            
+            while retry_count < CONFIG["RETRY"]["MAX_ATTEMPTS"]:
+                retry_count += 1
+                logger.info(f"开始请求(第{retry_count}次尝试)", "Server")
+                
+                token = token_manager.get_next_token_for_model(model)
+                if not token:
+                    logger.error(f"没有可用的{model}模型令牌", "Server")
+                    if retry_count == CONFIG["RETRY"]["MAX_ATTEMPTS"]:
+                        raise ValueError(f"没有可用的{model}模型令牌")
+                    continue
+                
+                scraper = cloudscraper.create_scraper()
+                
+                try:
+                    headers = {
+                        "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/133.0.0.0 Safari/537.36",
+                        "Connection": "keep-alive",
+                        "Accept": "*/*",
+                        "Accept-Encoding": "gzip, deflate, br, zstd",
+                        "Content-Type": "text/plain;charset=UTF-8",
+                        "Cookie": token,
+                        "baggage": "sentry-public_key=b311e0f2690c81f25e2c4cf6d4f7ce1c"
+                    }
+                    logger.info(f"使用令牌: {token}", "Server")
+                    
+                    response = await Utils.run_in_executor(
+                        scraper.post,
+                        f"{CONFIG['API']['BASE_URL']}/rest/app-chat/conversations/new",
+                        headers=headers,
+                        data=json.dumps(request_payload),
+                        stream=True
+                    )
+                    
+                    if response.status_code == 200:
+                        logger.info("请求成功", "Server")
+                        
+                        if stream:
+                            return Response(
+                                stream_response_generator(response, model),
+                                content_type='text/event-stream',
+                                headers={
+                                    'Cache-Control': 'no-cache',
+                                    'Connection': 'keep-alive'
+                                }
+                            )
+                        else:
+                            result = await handle_normal_response(response, model)
+                            return jsonify(result)
+                    else:
+                        logger.error(f"请求失败: 状态码 {response.status_code}", "Server")
+                        token_manager.remove_token_from_model(model, token)
+                        
+                except Exception as e:
+                    logger.error(f"请求异常: {str(e)}", "Server")
+                    token_manager.remove_token_from_model(model, token)
+                    
+            raise ValueError("请求失败，已达到最大重试次数")
+            
+        except Exception as e:
+            logger.error(e, "ChatAPI")
+            return jsonify({
+                "error": {
+                    "message": str(e),
+                    "type": "server_error"
+                }
+            }), 500
+            
+    except Exception as e:
+        logger.error(e, "ChatAPI")
+        return jsonify({
+            "error": {
+                "message": str(e),
+                "type": "server_error"
+            }
+        }), 500
+
+@app.route('/')
+async def index():
+    return "api运行正常"
+
+if __name__ == "__main__":
+    asyncio.run(initialize_tokens())
     app.run(host="0.0.0.0", port=CONFIG["SERVER"]["PORT"])