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+FROM python:3.10-slim
+
+WORKDIR /app
+
+RUN pip install --no-cache-dir flask requests curl_cffi werkzeug loguru 
+
+COPY . .
+
+ENV PORT=5200
+EXPOSE 5200
+
+CMD ["python", "app.py"]

app.py

@@ -0,0 +1,1113 @@
+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
+    )