Delete app.py

app.py

@@ -1,1113 +0,0 @@
-import os
-import json
-import uuid
-import time
-import base64
-import sys
-import inspect
-from loguru import logger
-
-import requests
-from flask import Flask, request, Response, jsonify, stream_with_context
-from curl_cffi import requests as curl_requests
-from werkzeug.middleware.proxy_fix import ProxyFix
-
-
-class Logger:
-    def __init__(self, level="INFO", colorize=True, format=None):
-        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")
-
-
-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": {
-        "IS_TEMP_CONVERSATION": os.environ.get("IS_TEMP_CONVERSATION", "true").lower() == "true",
-        "IS_CUSTOM_SSO": os.environ.get("IS_CUSTOM_SSO", "false").lower() == "true",
-        "BASE_URL": "https://grok.com",
-        "API_KEY": os.environ.get("API_KEY", "sk-123456"),
-        "SIGNATURE_COOKIE": None,
-        "PICGO_KEY": os.environ.get("PICGO_KEY") or None,
-        "TUMY_KEY": os.environ.get("TUMY_KEY") or None,
-        "RETRY_TIME": 1000,
-        "PROXY": os.environ.get("PROXY") or None
-    },
-    "SERVER": {
-        "PORT": int(os.environ.get("PORT", 5200))
-    },
-    "RETRY": {
-        "MAX_ATTEMPTS": 2
-    },
-    "SHOW_THINKING": os.environ.get("SHOW_THINKING") == "true",
-    "IS_THINKING": False,
-    "IS_IMG_GEN": False,
-    "IS_IMG_GEN2": False,
-    "ISSHOW_SEARCH_RESULTS": os.environ.get("ISSHOW_SEARCH_RESULTS", "true").lower() == "true"
-}
-
-
-DEFAULT_HEADERS = {
-    'Accept': '*/*',
-    'Accept-Language': 'zh-CN,zh;q=0.9',
-    'Accept-Encoding': 'gzip, deflate, br, zstd',
-    'Content-Type': 'text/plain;charset=UTF-8',
-    'Connection': 'keep-alive',
-    'Origin': 'https://grok.com',
-    'Priority': 'u=1, i',
-    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/133.0.0.0 Safari/537.36',
-    'Sec-Ch-Ua': '"Not(A:Brand";v="99", "Google Chrome";v="133", "Chromium";v="133"',
-    'Sec-Ch-Ua-Mobile': '?0',
-    'Sec-Ch-Ua-Platform': '"macOS"',
-    'Sec-Fetch-Dest': 'empty',
-    'Sec-Fetch-Mode': 'cors',
-    'Sec-Fetch-Site': 'same-origin',
-    'Baggage': 'sentry-public_key=b311e0f2690c81f25e2c4cf6d4f7ce1c'
-}
-
-class AuthTokenManager:
-    def __init__(self):
-        self.token_model_map = {}
-        self.expired_tokens = set()
-        self.token_status_map = {}
-
-        self.model_config = {
-            "grok-2": {
-                "RequestFrequency": 30,
-                "ExpirationTime": 1 * 60 * 60 * 1000  # 1小时
-            },
-            "grok-3": {
-                "RequestFrequency": 20,
-                "ExpirationTime": 2 * 60 * 60 * 1000  # 2小时
-            },
-            "grok-3-deepsearch": {
-                "RequestFrequency": 10,
-                "ExpirationTime": 24 * 60 * 60 * 1000  # 24小时
-            },
-            "grok-3-reasoning": {
-                "RequestFrequency": 10,
-                "ExpirationTime": 24 * 60 * 60 * 1000  # 24小时
-            }
-        }
-        self.token_reset_switch = False
-        self.token_reset_timer = None
-
-    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["token"] == token), None)
-
-            if not existing_token_entry:
-                self.token_model_map[model].append({
-                    "token": token,
-                    "RequestCount": 0,
-                    "AddedTime": int(time.time() * 1000),
-                    "StartCallTime": None
-                })
-
-                if model not in self.token_status_map[sso]:
-                    self.token_status_map[sso][model] = {
-                        "isValid": True,
-                        "invalidatedTime": None,
-                        "totalRequestCount": 0
-                    }
-
-    def set_token(self, token):
-        models = list(self.model_config.keys())
-        self.token_model_map = {model: [{
-            "token": token,
-            "RequestCount": 0,
-            "AddedTime": int(time.time() * 1000),
-            "StartCallTime": None
-        }] for model in models}
-
-        sso = token.split("sso=")[1].split(";")[0]
-        self.token_status_map[sso] = {model: {
-            "isValid": True,
-            "invalidatedTime": None,
-            "totalRequestCount": 0
-        } for model in models}
-
-    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["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: {str(error)}")
-            return False
-    def reduce_token_request_count(self, model_id, count):
-        try:
-            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
-                
-            if not self.token_model_map[normalized_model]:
-                logger.error(f"模型 {normalized_model} 没有可用的token", "TokenManager")
-                return False
-                
-            token_entry = self.token_model_map[normalized_model][0]
-            
-            # 确保RequestCount不会小于0
-            new_count = max(0, token_entry["RequestCount"] - count)
-            reduction = token_entry["RequestCount"] - new_count
-            
-            token_entry["RequestCount"] = new_count
-            
-            # 更新token状态
-            if token_entry["token"]:
-                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]:
-                    self.token_status_map[sso][normalized_model]["totalRequestCount"] = max(
-                        0, 
-                        self.token_status_map[sso][normalized_model]["totalRequestCount"] - reduction
-                    )
-            return True
-            
-        except Exception as error:
-            logger.error(f"重置校对token请求次数时发生错误: {str(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 token_entry["StartCallTime"] is None:
-                token_entry["StartCallTime"] = int(time.time() * 1000)
-
-            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"])
-                next_token_entry = self.token_model_map[normalized_model][0] if self.token_model_map[normalized_model] else None
-                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"] = int(time.time() * 1000)
-                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 = next((i for i, entry in enumerate(model_tokens) if entry["token"] == token), -1)
-
-        if token_index != -1:
-            removed_token_entry = model_tokens.pop(token_index)
-            self.expired_tokens.add((
-                removed_token_entry["token"],
-                normalized_model,
-                int(time.time() * 1000)
-            ))
-
-            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.keys():
-            model_tokens = self.token_model_map.get(model, [])
-            model_request_frequency = self.model_config[model]["RequestFrequency"]
-
-            total_used_requests = sum(token_entry.get("RequestCount", 0) for token_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):
-        def reset_expired_tokens():
-            now = int(time.time() * 1000)
-
-            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 now - expired_time >= expiration_time:
-                    if not any(entry["token"] == token for entry in self.token_model_map.get(model, [])):
-                        if model not in self.token_model_map:
-                            self.token_model_map[model] = []
-
-                        self.token_model_map[model].append({
-                            "token": token,
-                            "RequestCount": 0,
-                            "AddedTime": now,
-                            "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
-
-                    tokens_to_remove.add(token_info)
-
-            self.expired_tokens -= tokens_to_remove
-
-            for model in self.model_config.keys():
-                if model not in self.token_model_map:
-                    continue
-
-                for token_entry in self.token_model_map[model]:
-                    if not token_entry.get("StartCallTime"):
-                        continue
-
-                    expiration_time = self.model_config[model]["ExpirationTime"]
-                    if now - 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
-
-        import threading
-        # 启动一个线程执行定时任务，每小时执行一次
-        def run_timer():
-            while True:
-                reset_expired_tokens()
-                time.sleep(3600)
-
-        timer_thread = threading.Thread(target=run_timer)
-        timer_thread.daemon = True
-        timer_thread.start()
-
-    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
-
-class Utils:
-    @staticmethod
-    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
-    def create_auth_headers(model):
-        return token_manager.get_next_token_for_model(model)
-
-    @staticmethod
-    def get_proxy_options():
-        proxy = CONFIG["API"]["PROXY"]
-        proxy_options = {}
-
-        if proxy:
-            logger.info(f"使用代理: {proxy}", "Server")
-            if proxy.startswith("socks5://"):
-                proxy_options["proxy"] = proxy
-            
-                if '@' in proxy:
-                    auth_part = proxy.split('@')[0].split('://')[1]
-                    if ':' in auth_part:
-                        username, password = auth_part.split(':')
-                        proxy_options["proxy_auth"] = (username, password)
-            else:
-                proxy_options["proxies"] = {"https": proxy, "http": proxy}
-        print(proxy_options)        
-        return proxy_options
-
-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_id = CONFIG["MODELS"][model_id]
-
-    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.search(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
-        }
-
-    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")
-
-            proxy_options = Utils.get_proxy_options()
-            response = curl_requests.post(
-                url,
-                headers={
-                    **DEFAULT_HEADERS,
-                    "Cookie": CONFIG["API"]["SIGNATURE_COOKIE"]
-                },
-                json=upload_data,
-                impersonate="chrome133a",
-                **proxy_options
-            )
-
-            if response.status_code != 200:
-                logger.error(f"上传图片失败,状态码:{response.status_code}", "Server")
-                return ''
-
-            result = response.json()
-            logger.info(f"上传图片成功: {result}", "Server")
-            return result.get("fileMetadataId", "")
-
-        except Exception as error:
-            logger.error(str(error), "Server")
-            return ''
-
-    def prepare_chat_request(self, request):
-        if ((request["model"] == 'grok-2-imageGen' or request["model"] == 'grok-3-imageGen') and
-            not CONFIG["API"]["PICGO_KEY"] and not CONFIG["API"]["TUMY_KEY"] and
-            request.get("stream", False)):
-            raise ValueError("该模型流式输出需要配置PICGO或者TUMY图床密钥!")
-
-        todo_messages = request["messages"]
-        if request["model"] in ['grok-2-imageGen', 'grok-3-imageGen', 'grok-3-deepsearch']:
-            last_message = todo_messages[-1]
-            if last_message["role"] != 'user':
-                raise ValueError('此模型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["model"] in ['grok-2-search', 'grok-3-search']
-
-        # 移除<think>标签及其内容和base64图片
-        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
-
-        def process_content(content):
-            if isinstance(content, list):
-                text_content = ''
-                for item in content:
-                    if item["type"] == 'image_url':
-                        text_content += ("[图片]" if not text_content else '\n[图片]')
-                    elif item["type"] == 'text':
-                        text_content += (remove_think_tags(item["text"]) if not text_content else '\n' + 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]
-
-            if is_last_message and "content" in current:
-                if isinstance(current["content"], list):
-                    for item in current["content"]:
-                        if item["type"] == 'image_url':
-                            processed_image = self.upload_base64_image(
-                                item["image_url"]["url"],
-                                f"{CONFIG['API']['BASE_URL']}/api/rpc"
-                            )
-                            if processed_image:
-                                file_attachments.append(processed_image)
-                elif isinstance(current["content"], dict) and current["content"].get("type") == 'image_url':
-                    processed_image = self.upload_base64_image(
-                        current["content"]["image_url"]["url"],
-                        f"{CONFIG['API']['BASE_URL']}/api/rpc"
-                    )
-                    if processed_image:
-                        file_attachments.append(processed_image)
-
-
-            text_content = process_content(current.get("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"].get("IS_TEMP_CONVERSATION", False),
-            "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["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["model"] == 'grok-3-deepsearch' else "",
-            "isReasoning": request["model"] == 'grok-3-reasoning'
-        }
-
-class MessageProcessor:
-    @staticmethod
-    def create_chat_response(message, model, is_stream=False):
-        base_response = {
-            "id": f"chatcmpl-{uuid.uuid4()}",
-            "created": int(time.time()),
-            "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
-        }
-
-def process_model_response(response, model):
-    result = {"token": None, "imageUrl": None}
-
-    if CONFIG["IS_IMG_GEN"]:
-        if 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.get("webSearchResults") and CONFIG["ISSHOW_SEARCH_RESULTS"]:
-            result["token"] = f"\r\n<think>{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.get("messageStepId") and not CONFIG["SHOW_THINKING"]:
-            return result
-        if response.get("messageStepId") and not CONFIG["IS_THINKING"]:
-            result["token"] = "<think>" + response.get("token", "")
-            CONFIG["IS_THINKING"] = True
-        elif not response.get("messageStepId") and CONFIG["IS_THINKING"] and response.get("messageTag") == "final":
-            result["token"] = "</think>" + response.get("token", "")
-            CONFIG["IS_THINKING"] = False
-        elif (response.get("messageStepId") and CONFIG["IS_THINKING"] and response.get("messageTag") == "assistant") or response.get("messageTag") == "final":
-            result["token"] = response.get("token")
-    elif model == 'grok-3-reasoning':
-        if response.get("isThinking") and not CONFIG["SHOW_THINKING"]:
-            return result
-
-        if response.get("isThinking") and not CONFIG["IS_THINKING"]:
-            result["token"] = "<think>" + response.get("token", "")
-            CONFIG["IS_THINKING"] = True
-        elif not response.get("isThinking") and CONFIG["IS_THINKING"]:
-            result["token"] = "</think>" + response.get("token", "")
-            CONFIG["IS_THINKING"] = False
-        else:
-            result["token"] = response.get("token")
-
-    return result
-
-def handle_image_response(image_url):
-    max_retries = 2
-    retry_count = 0
-    image_base64_response = None
-
-    while retry_count < max_retries:
-        try:
-            proxy_options = Utils.get_proxy_options()
-            image_base64_response = curl_requests.get(
-                f"https://assets.grok.com/{image_url}",
-                headers={
-                    **DEFAULT_HEADERS,
-                    "Cookie": CONFIG["API"]["SIGNATURE_COOKIE"]
-                },
-                impersonate="chrome120",
-                **proxy_options
-            )
-
-            if image_base64_response.status_code == 200:
-                break
-
-            retry_count += 1
-            if retry_count == max_retries:
-                raise Exception(f"上游服务请求失败! status: {image_base64_response.status_code}")
-
-            time.sleep(CONFIG["API"]["RETRY_TIME"] / 1000 * retry_count)
-
-        except Exception as error:
-            logger.error(str(error), "Server")
-            retry_count += 1
-            if retry_count == max_retries:
-                raise
-
-            time.sleep(CONFIG["API"]["RETRY_TIME"] / 1000 * retry_count)
-
-    image_buffer = image_base64_response.content
-
-    if not CONFIG["API"]["PICGO_KEY"] and not CONFIG["API"]["TUMY_KEY"]:
-        base64_image = base64.b64encode(image_buffer).decode('utf-8')
-        image_content_type = image_base64_response.headers.get('content-type', 'image/jpeg')
-        return f"![image](data:{image_content_type};base64,{base64_image})"
-
-    logger.info("开始上传图床", "Server")
-
-    if CONFIG["API"]["PICGO_KEY"]:
-        files = {'source': ('image.jpg', image_buffer, 'image/jpeg')}
-        headers = {
-            "X-API-Key": CONFIG["API"]["PICGO_KEY"]
-        }
-
-        response_url = requests.post(
-            "https://www.picgo.net/api/1/upload",
-            files=files,
-            headers=headers
-        )
-
-        if response_url.status_code != 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 = response_url.json()
-            return f"![image]({result['image']['url']})"
-
-
-    elif CONFIG["API"]["TUMY_KEY"]:
-        files = {'file': ('image.jpg', image_buffer, 'image/jpeg')}
-        headers = {
-            "Accept": "application/json",
-            'Authorization': f"Bearer {CONFIG['API']['TUMY_KEY']}"
-        }
-
-        response_url = requests.post(
-            "https://tu.my/api/v1/upload",
-            files=files,
-            headers=headers
-        )
-
-        if response_url.status_code != 200:
-            return "生图失败，请查看TUMY图床密钥是否设置正确"
-        else:
-            try:
-                result = response_url.json()
-                logger.info("生图成功", "Server")
-                return f"![image]({result['data']['links']['url']})"
-            except Exception as error:
-                logger.error(str(error), "Server")
-                return "生图失败，请查看TUMY图床密钥是否设置正确"
-
-def handle_non_stream_response(response, model):
-    try:
-        logger.info("开始处理非流式响应", "Server")
-
-        stream = response.iter_lines()
-        full_response = ""
-
-        CONFIG["IS_THINKING"] = False
-        CONFIG["IS_IMG_GEN"] = False
-        CONFIG["IS_IMG_GEN2"] = False
-
-        for chunk in stream:
-            if not chunk:
-                continue
-            try:
-                line_json = json.loads(chunk.decode("utf-8").strip())
-                if line_json.get("error"):
-                    logger.error(json.dumps(line_json, indent=2), "Server")
-                    return json.dumps({"error": "RateLimitError"}) + "\n\n"
-
-                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 = process_model_response(response_data, model)
-
-                if result["token"]:
-                    full_response += result["token"]
-
-                if result["imageUrl"]:
-                    CONFIG["IS_IMG_GEN2"] = True
-                    return handle_image_response(result["imageUrl"])
-
-            except json.JSONDecodeError:
-                continue
-            except Exception as e:
-                logger.error(f"处理流式响应行时出错: {str(e)}", "Server")
-                continue
-
-        return full_response
-    except Exception as error:
-        logger.error(str(error), "Server")
-        raise
-def handle_stream_response(response, model):
-    def generate():
-        logger.info("开始处理流式响应", "Server")
-
-        stream = response.iter_lines()
-        CONFIG["IS_THINKING"] = False
-        CONFIG["IS_IMG_GEN"] = False
-        CONFIG["IS_IMG_GEN2"] = False
-
-        for chunk in stream:
-            if not chunk:
-                continue
-            try:
-                line_json = json.loads(chunk.decode("utf-8").strip())
-                if line_json.get("error"):
-                    logger.error(json.dumps(line_json, indent=2), "Server")
-                    yield json.dumps({"error": "RateLimitError"}) + "\n\n"
-                    return
-
-                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 = 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
-                    image_data = handle_image_response(result["imageUrl"])
-                    yield f"data: {json.dumps(MessageProcessor.create_chat_response(image_data, model, True))}\n\n"
-
-            except json.JSONDecodeError:
-                continue
-            except Exception as e:
-                logger.error(f"处理流式响应行时出错: {str(e)}", "Server")
-                continue
-
-        yield "data: [DONE]\n\n"
-    return generate()
-
-def initialization():
-    sso_array = os.environ.get("SSO", "").split(',')
-    logger.info("开始加载令牌", "Server")
-    for sso in sso_array:
-        if sso:
-            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")
-
-    if CONFIG["API"]["PROXY"]:
-        logger.info(f"代理已设置: {CONFIG['API']['PROXY']}", "Server")
-
-logger.info("初始化完成", "Server")
-
-
-app = Flask(__name__)
-app.wsgi_app = ProxyFix(app.wsgi_app)
-
-
-@app.before_request
-def log_request_info():
-    logger.info(f"{request.method} {request.path}", "Request")
-
-@app.route('/get/tokens', methods=['GET'])
-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'])
-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:
-        sso = request.json.get('sso')
-        token_manager.add_token(f"sso-rw={sso};sso={sso}")
-        return jsonify(token_manager.get_token_status_map().get(sso, {})), 200
-    except Exception as error:
-        logger.error(str(error), "Server")
-        return jsonify({"error": '添加sso令牌失败'}), 500
-
-@app.route('/delete/token', methods=['POST'])
-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:
-        sso = request.json.get('sso')
-        token_manager.delete_token(f"sso-rw={sso};sso={sso}")
-        return jsonify({"message": '删除sso令牌成功'}), 200
-    except Exception as error:
-        logger.error(str(error), "Server")
-        return jsonify({"error": '删除sso令牌失败'}), 500
-
-@app.route('/v1/models', methods=['GET'])
-def get_models():
-    return jsonify({
-        "object": "list",
-        "data": [
-            {
-                "id": model,
-                "object": "model",
-                "created": int(time.time()),
-                "owned_by": "grok"
-            }
-            for model in CONFIG["MODELS"].keys()
-        ]
-    })
-
-@app.route('/v1/chat/completions', methods=['POST'])
-def chat_completions():
-    try:
-        auth_token = request.headers.get('Authorization',
-                                         '').replace('Bearer ', '')
-        if auth_token:
-            if CONFIG["API"]["IS_CUSTOM_SSO"]:
-                result = f"sso={auth_token};sso-rw={auth_token}"
-                token_manager.set_token(result)
-            elif auth_token != CONFIG["API"]["API_KEY"]:
-                return jsonify({"error": 'Unauthorized'}), 401
-        else:
-            return jsonify({"error": 'API_KEY缺失'}), 401
-
-        data = request.json
-        model = data.get("model")
-        stream = data.get("stream", False)
-
-        retry_count = 0
-        grok_client = GrokApiClient(model)
-        request_payload = grok_client.prepare_chat_request(data)
-        response_status_code = 500
-
-        while retry_count < CONFIG["RETRY"]["MAX_ATTEMPTS"]:
-            retry_count += 1
-            CONFIG["API"]["SIGNATURE_COOKIE"] = Utils.create_auth_headers(
-                model)
-
-            if not CONFIG["API"]["SIGNATURE_COOKIE"]:
-                raise ValueError('该模型无可用令牌')
-
-            logger.info(
-                f"当前令牌: {json.dumps(CONFIG['API']['SIGNATURE_COOKIE'], indent=2)}",
-                "Server")
-            logger.info(
-                f"当前可用模型的全部可用数量: {json.dumps(token_manager.get_remaining_token_request_capacity(), indent=2)}",
-                "Server")
-
-            try:
-                proxy_options = Utils.get_proxy_options()
-                response = curl_requests.post(
-                    f"{CONFIG['API']['BASE_URL']}/rest/app-chat/conversations/new",
-                    headers={
-                        **DEFAULT_HEADERS, "Cookie":
-                        CONFIG["API"]["SIGNATURE_COOKIE"]
-                    },
-                    data=json.dumps(request_payload),
-                    impersonate="chrome133a",
-                    stream=True,
-                    **proxy_options)
-                if response.status_code == 200:
-                    response_status_code = 200
-                    logger.info("请求成功", "Server")
-                    logger.info(
-                        f"当前{model}剩余可用令牌数: {token_manager.get_token_count_for_model(model)}",
-                        "Server")
-
-                    try:
-                        if stream:
-                            return Response(stream_with_context(
-                                handle_stream_response(response, model)),
-                                            content_type='text/event-stream')
-                        else:
-                            content = handle_non_stream_response(
-                                response, model)
-                            return jsonify(
-                                MessageProcessor.create_chat_response(
-                                    content, model))
-
-                    except Exception as error:
-                        logger.error(str(error), "Server")
-                        if CONFIG["API"]["IS_CUSTOM_SSO"]:
-                            raise ValueError(f"自定义SSO令牌当前模型{model}的请求次数已失效")
-
-                        token_manager.remove_token_from_model(
-                            model, CONFIG["API"]["SIGNATURE_COOKIE"])
-                        if token_manager.get_token_count_for_model(model) == 0:
-                            raise ValueError(f"{model} 次数已达上限，请切换其他模型或者重新对话")
-                elif response.status_code == 403:
-                    response_status_code = 403
-                    token_manager.reduce_token_request_count(model,1)#重置去除当前因为错误未成功请求的次数，确保不会因为错误未成功请求的次数导致次数上限
-                    if token_manager.get_token_count_for_model(model) == 0:
-                        raise ValueError(f"{model} 次数已达上限，请切换其他模型或者重新对话")
-                    raise ValueError(f"IP暂时被封黑无法破盾，请稍后重试或者更换ip")
-                elif response.status_code == 429:
-                    response_status_code = 429
-                    token_manager.reduce_token_request_count(model,1)
-                    if CONFIG["API"]["IS_CUSTOM_SSO"]:
-                        raise ValueError(f"自定义SSO令牌当前模型{model}的请求次数已失效")
-
-                    token_manager.remove_token_from_model(
-                        model, CONFIG["API"]["SIGNATURE_COOKIE"])
-                    if token_manager.get_token_count_for_model(model) == 0:
-                        raise ValueError(f"{model} 次数已达上限，请切换其他模型或者重新对话")
-
-                else:
-                    if CONFIG["API"]["IS_CUSTOM_SSO"]:
-                        raise ValueError(f"自定义SSO令牌当前模型{model}的请求次数已失效")
-
-                    logger.error(f"令牌异常错误状态!status: {response.status_code}",
-                                 "Server")
-                    token_manager.remove_token_from_model(
-                        model, CONFIG["API"]["SIGNATURE_COOKIE"])
-                    logger.info(
-                        f"当前{model}剩余可用令牌数: {token_manager.get_token_count_for_model(model)}",
-                        "Server")
-
-            except Exception as e:
-                logger.error(f"请求处理异常: {str(e)}", "Server")
-                if CONFIG["API"]["IS_CUSTOM_SSO"]:
-                    raise
-                continue
-        if response_status_code == 403:
-            raise ValueError('IP暂时被封黑无法破盾，请稍后重试或者更换ip')
-        elif response_status_code == 500:
-            raise ValueError('当前模型所有令牌暂无可用，请稍后重试')    
-
-    except Exception as error:
-        logger.error(str(error), "ChatAPI")
-        return jsonify(
-            {"error": {
-                "message": str(error),
-                "type": "server_error"
-            }}), response_status_code
-
-@app.route('/', defaults={'path': ''})
-@app.route('/<path:path>')
-def catch_all(path):
-    return 'api运行正常', 200
-
-if __name__ == '__main__':
-    token_manager = AuthTokenManager()
-    initialization()
-
-    app.run(
-        host='0.0.0.0',
-        port=CONFIG["SERVER"]["PORT"],
-        debug=False
-    )