更新ios

MeAgent/ios/app.xcodeproj/project.pbxproj

@@ -460,7 +460,10 @@
 				LIBRARY_SEARCH_PATHS = "$(SDKROOT)/usr/lib/swift\"$(inherited)\"";
 				MTL_ENABLE_DEBUG_INFO = YES;
 				ONLY_ACTIVE_ARCH = YES;
-				OTHER_LDFLAGS = "$(inherited)  ";
+				OTHER_LDFLAGS = (
+					"$(inherited)",
+					" ",
+				);
 				REACT_NATIVE_PATH = "${PODS_ROOT}/../../node_modules/react-native";
 				SDKROOT = iphoneos;
 				USE_HERMES = true;
@@ -518,7 +521,10 @@
 				);
 				LIBRARY_SEARCH_PATHS = "$(SDKROOT)/usr/lib/swift\"$(inherited)\"";
 				MTL_ENABLE_DEBUG_INFO = NO;
-				OTHER_LDFLAGS = "$(inherited)  ";
+				OTHER_LDFLAGS = (
+					"$(inherited)",
+					" ",
+				);
 				REACT_NATIVE_PATH = "${PODS_ROOT}/../../node_modules/react-native";
 				SDKROOT = iphoneos;
 				USE_HERMES = true;

MeAgent/navigation/Screens.js

@@ -323,6 +323,8 @@ function MarketStack(props) {
             <Header
               title={route.params?.sectorName || "板块详情"}
               back
+              white
+              bgColor="#0F172A"
               navigation={navigation}
               scene={scene}
             />

MeAgent/src/screens/Agent/components/MarkdownRenderer.js

@@ -3,7 +3,7 @@
  * 支持 Markdown 渲染和 ECharts 图表渲染
  */
 
-import React, { memo, useMemo, useState, useCallback } from 'react';
+import React, { memo, useMemo, useState, useCallback, useContext, createContext } from 'react';
 import {
   View,
   Text,
@@ -14,8 +14,12 @@ import {
   ActivityIndicator,
 } from 'react-native';
 import { WebView } from 'react-native-webview';
+import { useNavigation } from '@react-navigation/native';
 import { AgentTheme } from '../../../constants/agentConstants';
 
+// 股票代码正则：匹配 000001.SZ, 600000.SH, 或纯六位数字
+const STOCK_CODE_REGEX = /\b(\d{6})(?:\.(SZ|SH|sz|sh|BJ|bj))?\b/g;
+
 const { width: SCREEN_WIDTH } = Dimensions.get('window');
 const CHART_WIDTH = SCREEN_WIDTH - 48; // 减去边距
 const CHART_HEIGHT = 300;
@@ -137,7 +141,7 @@ const TableView = memo(({ rows }) => {
 /**
  * Markdown 文本渲染器（支持表格）
  */
-const MarkdownText = memo(({ content }) => {
+const MarkdownText = memo(({ content, navigation }) => {
   const lines = content.split('\n');
   const elements = [];
   let i = 0;
@@ -155,7 +159,7 @@ const MarkdownText = memo(({ content }) => {
       }
     }
 
-    elements.push(<MarkdownLine key={i} line={line} />);
+    elements.push(<MarkdownLine key={i} line={line} navigation={navigation} />);
     i++;
   }
 
@@ -169,7 +173,7 @@ const MarkdownText = memo(({ content }) => {
 /**
  * 单行 Markdown 渲染
  */
-const MarkdownLine = memo(({ line }) => {
+const MarkdownLine = memo(({ line, navigation }) => {
   // 空行
   if (!line.trim()) {
     return <View style={styles.emptyLine} />;
@@ -188,7 +192,7 @@ const MarkdownLine = memo(({ line }) => {
     ];
     return (
       <Text style={[styles.headerBase, headerStyles[level - 1]]}>
-        {renderInlineStyles(text)}
+        {renderInlineStyles(text, navigation)}
       </Text>
     );
   }
@@ -199,7 +203,7 @@ const MarkdownLine = memo(({ line }) => {
     return (
       <View style={styles.listItem}>
         <Text style={styles.listBullet}>•</Text>
-        <Text style={styles.listText}>{renderInlineStyles(listMatch[1])}</Text>
+        <Text style={styles.listText}>{renderInlineStyles(listMatch[1], navigation)}</Text>
       </View>
     );
   }
@@ -210,7 +214,7 @@ const MarkdownLine = memo(({ line }) => {
     return (
       <View style={styles.listItem}>
         <Text style={styles.listNumber}>{orderedListMatch[1]}.</Text>
-        <Text style={styles.listText}>{renderInlineStyles(orderedListMatch[2])}</Text>
+        <Text style={styles.listText}>{renderInlineStyles(orderedListMatch[2], navigation)}</Text>
       </View>
     );
   }
@@ -225,7 +229,7 @@ const MarkdownLine = memo(({ line }) => {
   if (quoteMatch) {
     return (
       <View style={styles.quote}>
-        <Text style={styles.quoteText}>{renderInlineStyles(quoteMatch[1])}</Text>
+        <Text style={styles.quoteText}>{renderInlineStyles(quoteMatch[1], navigation)}</Text>
       </View>
     );
   }
@@ -237,32 +241,113 @@ const MarkdownLine = memo(({ line }) => {
 
   // 普通段落
   return (
-    <Text style={styles.paragraph}>{renderInlineStyles(line)}</Text>
+    <Text style={styles.paragraph}>{renderInlineStyles(line, navigation)}</Text>
   );
 });
 
 /**
- * 渲染行内样式（粗体、斜体、代码、链接）
+ * 股票代码可点击组件
  */
-const renderInlineStyles = (text) => {
+const StockCodeLink = memo(({ code, exchange, navigation }) => {
+  // 确定交易所后缀
+  let exchangeSuffix = exchange?.toUpperCase() || '';
+  if (!exchangeSuffix) {
+    // 根据代码前缀推断交易所
+    if (code.startsWith('6')) {
+      exchangeSuffix = 'SH';
+    } else if (code.startsWith('0') || code.startsWith('3')) {
+      exchangeSuffix = 'SZ';
+    } else if (code.startsWith('4') || code.startsWith('8')) {
+      exchangeSuffix = 'BJ';
+    }
+  }
+
+  const handlePress = useCallback(() => {
+    const stockCode = exchangeSuffix ? `${code}.${exchangeSuffix}` : code;
+    navigation?.navigate('StockDetail', {
+      code: stockCode,
+      name: stockCode, // 名称可以在详情页获取
+    });
+  }, [code, exchangeSuffix, navigation]);
+
+  const displayCode = exchangeSuffix ? `${code}.${exchangeSuffix}` : code;
+
+  return (
+    <TouchableOpacity onPress={handlePress} activeOpacity={0.7}>
+      <Text style={styles.stockCodeLink}>{displayCode}</Text>
+    </TouchableOpacity>
+  );
+});
+
+/**
+ * 渲染行内样式（粗体、斜体、代码、链接、股票代码）
+ */
+const renderInlineStyles = (text, navigation) => {
   if (!text) return null;
 
-  const elements = [];
+  // 先进行基本文本处理
-  let key = 0;
+  const processedText = text
-
-  // 为简化实现，这里只做基本渲染
-  // 完整实现需要递归解析
-  elements.push(
-    <Text key={key++} style={styles.text}>
-      {text
     .replace(/\*\*(.+?)\*\*/g, (_, m) => m)  // 移除粗体标记（简化）
     .replace(/\*(.+?)\*/g, (_, m) => m)      // 移除斜体标记
-        .replace(/`([^`]+)`/g, (_, m) => `[${m}]`) // 标记代码
+    .replace(/`([^`]+)`/g, (_, m) => `[${m}]`); // 标记代码
+
+  // 检测股票代码并分割文本
+  const stockMatches = [];
+  let match;
+  const regex = new RegExp(STOCK_CODE_REGEX.source, 'g');
+  while ((match = regex.exec(processedText)) !== null) {
+    stockMatches.push({
+      code: match[1],
+      exchange: match[2],
+      index: match.index,
+      length: match[0].length,
+      fullMatch: match[0],
+    });
   }
+
+  // 如果没有股票代码，返回普通文本
+  if (stockMatches.length === 0) {
+    return <Text style={styles.text}>{processedText}</Text>;
+  }
+
+  // 有股票代码，需要分割并渲染
+  const elements = [];
+  let lastIndex = 0;
+  let key = 0;
+
+  stockMatches.forEach((stockMatch) => {
+    // 添加股票代码前的文本
+    if (stockMatch.index > lastIndex) {
+      elements.push(
+        <Text key={key++} style={styles.text}>
+          {processedText.substring(lastIndex, stockMatch.index)}
         </Text>
       );
+    }
 
-  return elements;
+    // 添加可点击的股票代码
+    elements.push(
+      <StockCodeLink
+        key={key++}
+        code={stockMatch.code}
+        exchange={stockMatch.exchange}
+        navigation={navigation}
+      />
+    );
+
+    lastIndex = stockMatch.index + stockMatch.length;
+  });
+
+  // 添加最后剩余的文本
+  if (lastIndex < processedText.length) {
+    elements.push(
+      <Text key={key++} style={styles.text}>
+        {processedText.substring(lastIndex)}
+      </Text>
+    );
+  }
+
+  return <Text>{elements}</Text>;
 };
 
 /**
@@ -670,6 +755,7 @@ const MermaidView = memo(({ code }) => {
  * MarkdownRenderer 主组件
  */
 const MarkdownRenderer = ({ content }) => {
+  const navigation = useNavigation();
   const parts = useMemo(() => parseMarkdown(content), [content]);
 
   return (
@@ -681,7 +767,7 @@ const MarkdownRenderer = ({ content }) => {
         if (part.type === 'mermaid') {
           return <MermaidView key={index} code={part.content} />;
         }
-        return <MarkdownText key={index} content={part.content} />;
+        return <MarkdownText key={index} content={part.content} navigation={navigation} />;
       })}
     </View>
   );
@@ -795,6 +881,16 @@ const styles = StyleSheet.create({
     marginVertical: 16,
   },
 
+  // 股票代码链接
+  stockCodeLink: {
+    color: '#F59E0B',
+    fontWeight: '600',
+    textDecorationLine: 'underline',
+    backgroundColor: 'rgba(245, 158, 11, 0.1)',
+    paddingHorizontal: 4,
+    borderRadius: 4,
+  },
+
   // 图表容器
   chartContainer: {
     backgroundColor: 'rgba(99, 102, 241, 0.1)',

MeAgent/src/screens/Agent/components/WelcomeScreen.js

@@ -95,38 +95,6 @@ const WelcomeScreen = ({ onQuickQuestion }) => {
         <Text style={styles.tagline}>在市场的混沌中，找到价值与风险的平衡点</Text>
       </View>
 
-      {/* Bento Grid 功能展示 */}
-      <View style={styles.bentoGrid}>
-        <View style={styles.bentoRow}>
-          <BentoCard
-            icon="📊"
-            title="深度分析"
-            description="基本面与技术面"
-            color="#8B5CF6"
-          />
-          <BentoCard
-            icon="🔥"
-            title="热点追踪"
-            description="涨停板块监控"
-            color="#EC4899"
-          />
-        </View>
-        <View style={styles.bentoRow}>
-          <BentoCard
-            icon="📈"
-            title="趋势研究"
-            description="行业投资机会"
-            color="#10B981"
-          />
-          <BentoCard
-            icon="🧮"
-            title="量化分析"
-            description="因子指标计算"
-            color="#F59E0B"
-          />
-        </View>
-      </View>
-
       {/* 快捷问题 */}
       <View style={styles.quickSection}>
         <View style={styles.sectionHeader}>

MeAgent/src/screens/Concepts/ConceptList.js

@@ -630,7 +630,7 @@ const ConceptList = () => {
   const [refreshing, setRefreshing] = useState(false);
   const [error, setError] = useState(null);
   const [drillPath, setDrillPath] = useState([]);
-  const [viewMode, setViewMode] = useState('card'); // 'card' | 'list'
+  const [viewMode, setViewMode] = useState('list'); // 'card' | 'list'
   const [sortBy, setSortBy] = useState('change'); // 'change' | 'outbreak'
   const [leafConcepts, setLeafConcepts] = useState([]); // 列表模式下的叶子概念
   const [leafLoading, setLeafLoading] = useState(false);
@@ -1154,7 +1154,7 @@ const ConceptList = () => {
             </View>
           ) : (
             // 父分类卡片列表
-            <VStack space={4}>
+            <VStack space={4} w="100%">
               {currentItems.map((item, index) => (
                 <ParentCard
                   key={item.name || index}
@@ -1197,6 +1197,7 @@ const styles = StyleSheet.create({
   parentCard: {
     borderRadius: 16,
     overflow: 'hidden',
+    width: '100%',
   },
   cardContainer: {
     borderRadius: 16,

MeAgent/src/screens/Events/EventList.js

@@ -23,6 +23,7 @@ import { useSafeAreaInsets } from 'react-native-safe-area-context';
 
 import EventCard from './EventCard';
 import MainlineView from './MainlineView';
+import TodayStats from '../Market/TodayStats';
 import { gradients } from '../../theme';
 import {
   fetchEvents,
@@ -36,6 +37,7 @@ const { width: SCREEN_WIDTH } = Dimensions.get('window');
 const VIEW_MODES = {
   LIST: 'list',
   MAINLINE: 'mainline',
+  STATS: 'stats',
 };
 
 // 时间范围选项
@@ -205,6 +207,34 @@ const EventList = ({ navigation }) => {
             )
           )}
         </Pressable>
+
+        <Pressable onPress={() => handleModeChange(VIEW_MODES.STATS)}>
+          {({ isPressed }) => (
+            viewMode === VIEW_MODES.STATS ? (
+              <LinearGradient
+                colors={['#F59E0B', '#D97706']}
+                start={{ x: 0, y: 0 }}
+                end={{ x: 1, y: 0 }}
+                style={styles.modeButtonActive}
+              >
+                <Icon as={Ionicons} name="stats-chart" size="sm" color="white" />
+                <Text fontSize="xs" fontWeight="bold" color="white" ml={1.5}>
+                  统计
+                </Text>
+              </LinearGradient>
+            ) : (
+              <Box
+                style={styles.modeButton}
+                opacity={isPressed ? 0.7 : 1}
+              >
+                <Icon as={Ionicons} name="stats-chart" size="sm" color="gray.400" />
+                <Text fontSize="xs" color="gray.400" ml={1.5}>
+                  统计
+                </Text>
+              </Box>
+            )
+          )}
+        </Pressable>
       </HStack>
     </Box>
   );
@@ -479,6 +509,19 @@ const EventList = ({ navigation }) => {
 
   const keyExtractor = useCallback((item) => `event-${item.id}`, []);
 
+  // 统计视图模式
+  if (viewMode === VIEW_MODES.STATS) {
+    return (
+      <Box flex={1} bg="#0F172A">
+        <StatusBar barStyle="light-content" />
+        <VStack style={{ paddingTop: insets.top }}>
+          {renderHeader()}
+        </VStack>
+        <TodayStats navigation={navigation} isEmbedded />
+      </Box>
+    );
+  }
+
   // 题材视图模式
   if (viewMode === VIEW_MODES.MAINLINE) {
     return (

MeAgent/src/screens/Market/MarketHot.js

@@ -27,10 +27,20 @@ import { Ionicons } from '@expo/vector-icons';
 import { useSafeAreaInsets } from 'react-native-safe-area-context';
 
 import ztService from '../../services/ztService';
+import tradingDayUtils from '../../utils/tradingDayUtils';
 import { gradients } from '../../theme';
 
 const { width: SCREEN_WIDTH } = Dimensions.get('window');
 
+// 获取初始日期（如果今天不是交易日，返回上一个交易日）
+const getInitialDate = () => {
+  const today = new Date();
+  if (tradingDayUtils.isTradingDay(today)) {
+    return today;
+  }
+  return tradingDayUtils.getPreviousTradingDay(today);
+};
+
 // 日期格式化
 const formatDisplayDate = (date) => {
   const d = new Date(date);
@@ -73,7 +83,7 @@ const parseContinuousDays = (str) => {
 
 const MarketHot = ({ navigation }) => {
   const insets = useSafeAreaInsets();
-  const [currentDate, setCurrentDate] = useState(new Date());
+  const [currentDate, setCurrentDate] = useState(getInitialDate);
   const [ztData, setZtData] = useState(null);
   const [stats, setStats] = useState(null);
   const [hotSectors, setHotSectors] = useState([]);
@@ -179,15 +189,6 @@ const MarketHot = ({ navigation }) => {
               </Text>
             </VStack>
           </HStack>
-          <HStack space={2}>
-            <Pressable
-              onPress={() => navigation.navigate('TodayStats')}
-              p={2}
-              rounded="full"
-              bg="rgba(255,255,255,0.1)"
-            >
-              <Icon as={Ionicons} name="stats-chart" size="md" color="white" />
-            </Pressable>
           <Pressable
             onPress={() => navigation.navigate('EventCalendar')}
             p={2}
@@ -197,7 +198,6 @@ const MarketHot = ({ navigation }) => {
             <Icon as={Ionicons} name="calendar" size="md" color="white" />
           </Pressable>
         </HStack>
-        </HStack>
       </Box>
 
       {/* 日期选择器 */}
@@ -212,7 +212,7 @@ const MarketHot = ({ navigation }) => {
             <Icon as={Ionicons} name="chevron-back" size="sm" color="gray.400" />
           </Pressable>
 
-          <Pressable onPress={() => setCurrentDate(new Date())}>
+          <Pressable onPress={() => setCurrentDate(getInitialDate())}>
             <VStack alignItems="center">
               <Text fontSize="lg" fontWeight="bold" color="white">
                 {formatDisplayDate(currentDate)}

MeAgent/src/screens/Market/TodayStats.js

@@ -302,7 +302,7 @@ const TopStockItem = ({ stock, rank }) => (
   </HStack>
 );
 
-const TodayStats = ({ navigation }) => {
+const TodayStats = ({ navigation, isEmbedded = false }) => {
   const insets = useSafeAreaInsets();
   const [loading, setLoading] = useState(true);
   const [refreshing, setRefreshing] = useState(false);
@@ -364,7 +364,7 @@ const TodayStats = ({ navigation }) => {
       <ScrollView
         showsVerticalScrollIndicator={false}
         contentContainerStyle={{
-          paddingTop: insets.top,
+          paddingTop: isEmbedded ? 0 : insets.top,
           paddingBottom: insets.bottom + 20,
         }}
         refreshControl={
@@ -376,7 +376,8 @@ const TodayStats = ({ navigation }) => {
           />
         }
       >
-        {/* 标题栏 */}
+        {/* 标题栏 - 仅在非嵌入模式下显示 */}
+        {!isEmbedded && (
           <Box px={4} pt={4} pb={2}>
             <HStack alignItems="center" justifyContent="space-between">
               <HStack alignItems="center">
@@ -423,6 +424,7 @@ const TodayStats = ({ navigation }) => {
               </Pressable>
             </HStack>
           </Box>
+        )}
 
         {/* 双圆环仪表盘 */}
         <Box mx={4} mt={4}>

MeAgent/src/services/api.js

@@ -3,11 +3,16 @@
  * 复用 Web 端的 API 逻辑，适配 React Native
  */
 
+import AsyncStorage from '@react-native-async-storage/async-storage';
+
 export const API_BASE_URL = 'https://api.valuefrontier.cn';
 
 // 静态数据存储地址（腾讯 COS）
 export const API_BASE = 'https://valuefrontier-1308417363.cos-website.ap-shanghai.myqcloud.com';
 
+// Token 存储键名（与 authService 保持一致）
+const ACCESS_TOKEN_KEY = '@auth_access_token';
+
 /**
  * 通用 API 请求函数
  * @param {string} url - API 路径
@@ -21,13 +26,24 @@ export const apiRequest = async (url, options = {}) => {
   console.log(`[API] ${method} ${fullUrl}`);
 
   try {
-    const response = await fetch(fullUrl, {
+    // 获取存储的 access_token
-      ...options,
+    const accessToken = await AsyncStorage.getItem(ACCESS_TOKEN_KEY);
-      headers: {
+
+    // 构建请求头
+    const headers = {
       'Content-Type': 'application/json',
       ...options.headers,
-      },
+    };
-      // 重要：携带 Cookie 以支持 Session 认证
+
+    // 如果有 token，添加到 Authorization header
+    if (accessToken) {
+      headers['Authorization'] = `Bearer ${accessToken}`;
+    }
+
+    const response = await fetch(fullUrl, {
+      ...options,
+      headers,
+      // 保留 credentials 以支持 Cookie（作为备选认证方式）
       credentials: 'include',
     });
 

MeAgent/src/services/authService.js

@@ -10,6 +10,7 @@ import { apiRequest } from './api';
 const STORAGE_KEYS = {
   USER_INFO: '@auth_user_info',
   IS_LOGGED_IN: '@auth_is_logged_in',
+  ACCESS_TOKEN: '@auth_access_token',
 };
 
 /**
@@ -64,6 +65,13 @@ export const authService = {
         // 保存用户信息到本地存储
         await AsyncStorage.setItem(STORAGE_KEYS.USER_INFO, JSON.stringify(response.user));
         await AsyncStorage.setItem(STORAGE_KEYS.IS_LOGGED_IN, 'true');
+
+        // 保存 access_token（如果后端返回）
+        if (response.access_token) {
+          await AsyncStorage.setItem(STORAGE_KEYS.ACCESS_TOKEN, response.access_token);
+          console.log('[AuthService] 已保存 access_token');
+        }
+
         console.log('[AuthService] 登录成功，用户:', response.user.username);
       }
 
@@ -125,11 +133,25 @@ export const authService = {
     try {
       await AsyncStorage.removeItem(STORAGE_KEYS.USER_INFO);
       await AsyncStorage.removeItem(STORAGE_KEYS.IS_LOGGED_IN);
+      await AsyncStorage.removeItem(STORAGE_KEYS.ACCESS_TOKEN);
     } catch (error) {
       console.error('[AuthService] 清除本地状态失败:', error);
     }
   },
 
+  /**
+   * 获取存储的 access_token
+   * @returns {Promise<string|null>}
+   */
+  getAccessToken: async () => {
+    try {
+      return await AsyncStorage.getItem(STORAGE_KEYS.ACCESS_TOKEN);
+    } catch (error) {
+      console.error('[AuthService] 读取 token 失败:', error);
+      return null;
+    }
+  },
+
   /**
    * 获取本地存储的用户信息
    * @returns {Promise<object|null>} 用户信息

MeAgent/src/store/slices/eventsSlice.js

@@ -34,7 +34,7 @@ const initialState = {
   popularKeywords: [],
   // 主线/题材事件数据
   mainlineData: [],
-  mainlineGroupBy: 'lv1',
+  mainlineGroupBy: 'lv3',
   // 当前事件详情
   currentEvent: null,
   // 加载状态

mcp_server.py

@@ -2618,7 +2618,21 @@ A股交易时间: 上午 9:30-11:30，下午 13:00-15:00
                     raise
 
                 assistant_message = response.choices[0].message
-                logger.info(f"[Agent Stream] LLM 响应: finish_reason={response.choices[0].finish_reason}")
+                finish_reason = response.choices[0].finish_reason
+                logger.info(f"[Agent Stream] LLM 响应: finish_reason={finish_reason}")
+
+                # 详细日志：检查 vLLM 返回的内容
+                tool_calls_count = len(assistant_message.tool_calls) if assistant_message.tool_calls else 0
+                logger.info(f"[Agent Stream] tool_calls 数量: {tool_calls_count}, finish_reason: {finish_reason}")
+
+                if assistant_message.content:
+                    content_preview = assistant_message.content[:500].replace('\n', ' ')
+                    logger.info(f"[Agent Stream] content 预览: {content_preview}")
+                    # 检查是否包含工具调用标签（vLLM 应该已解析，如果仍有标签说明解析失败）
+                    if '<minimax:tool_call>' in assistant_message.content:
+                        logger.warning(f"[Agent Stream] ⚠️ vLLM 未解析工具调用！finish_reason={finish_reason}")
+                        logger.warning(f"[Agent Stream] ⚠️ 请检查 vLLM 启动参数: --tool-call-parser minimax_m2")
+                        logger.warning(f"[Agent Stream] ⚠️ 将使用备用解析器处理...")
 
                 # 获取工具调用（优先使用原生 tool_calls，其次解析文本格式）
                 native_tool_calls = assistant_message.tool_calls or []
@@ -2633,7 +2647,8 @@ A股交易时间: 上午 9:30-11:30，下午 13:00-15:00
                         '```tool_call' in content or
                         '"tool":' in content or
                         'DSML' in content or  # DeepSeek DSML 格式
-                        '｜DSML｜' in content  # 全角竖线版本
+                        '｜DSML｜' in content or  # 全角竖线版本
+                        '<minimax:tool_call>' in content  # MiniMax 格式
                     )
                     if has_tool_markers:
                         logger.info(f"[Agent Stream] 尝试从文本内容解析工具调用")
@@ -3023,6 +3038,9 @@ A股交易时间: 上午 9:30-11:30，下午 13:00-15:00
                     yield self._format_sse("summary_chunk", {"content": final_summary})
                     logger.warning("[Summary] 使用降级方案")
 
+            # 过滤掉可能残留的工具调用标签（MiniMax 等模型可能在总结中输出工具调用）
+            final_summary = self._filter_tool_call_tags(final_summary)
+
             # 发送完整的总结和元数据
             yield self._format_sse("summary", {
                 "content": final_summary,
@@ -3091,6 +3109,17 @@ A股交易时间: 上午 9:30-11:30，下午 13:00-15:00
         """格式化 SSE 消息"""
         return f"event: {event}\ndata: {json.dumps(data, ensure_ascii=False)}\n\n"
 
+    def _filter_tool_call_tags(self, text: str) -> str:
+        """过滤掉文本中的工具调用标签（总结阶段不应包含工具调用）"""
+        import re
+        # 过滤 MiniMax 格式
+        text = re.sub(r'<minimax:tool_call>.*?</minimax:tool_call>', '', text, flags=re.DOTALL)
+        # 过滤其他格式
+        text = re.sub(r'<tool_call>.*?</tool_call>', '', text, flags=re.DOTALL)
+        text = re.sub(r'```tool_call.*?```', '', text, flags=re.DOTALL)
+        text = re.sub(r'<[｜\|]DSML[｜\|]function_calls>.*?</[｜\|]DSML[｜\|]function_calls>', '', text, flags=re.DOTALL)
+        return text.strip()
+
     def _parse_text_tool_calls(self, content: str) -> List[Dict[str, Any]]:
         """
         解析文本格式的工具调用
@@ -3099,6 +3128,7 @@ A股交易时间: 上午 9:30-11:30，下午 13:00-15:00
         1. <tool_call> <function=xxx> <parameter=yyy> value </parameter> </function> </tool_call>
         2. ```tool_call\n{"name": "xxx", "arguments": {...}}\n```
         3. DeepSeek DSML 格式: <｜DSML｜function_calls> <｜DSML｜invoke name="xxx"> <｜DSML｜parameter name="yyy" string="true">value</｜DSML｜parameter> </｜DSML｜invoke> </｜DSML｜function_calls>
+        4. MiniMax 格式: <minimax:tool_call> <invoke name="xxx"> <parameter name="yyy">value</parameter> </invoke> </minimax:tool_call>
 
         返回: [{"name": "tool_name", "arguments": {...}}, ...]
         """
@@ -3106,6 +3136,47 @@ A股交易时间: 上午 9:30-11:30，下午 13:00-15:00
 
         tool_calls = []
 
+        # 格式0 (优先): MiniMax <minimax:tool_call> 格式
+        # <minimax:tool_call> <invoke name="get_stock_basic_info"> <parameter name="stock_code">002916.SZ</parameter> </invoke> </minimax:tool_call>
+        minimax_pattern = r'<minimax:tool_call>(.*?)</minimax:tool_call>'
+        minimax_matches = re.findall(minimax_pattern, content, re.DOTALL)
+
+        for minimax_content in minimax_matches:
+            # 解析 invoke 标签 - 支持带引号和不带引号的 name
+            invoke_pattern = r'<invoke\s+name=(?:"([^"]+)"|([^>\s]+))>(.*?)</invoke>'
+            invoke_matches = re.findall(invoke_pattern, minimax_content, re.DOTALL)
+
+            for name_quoted, name_unquoted, params_str in invoke_matches:
+                func_name = name_quoted or name_unquoted
+                if not func_name:
+                    continue
+
+                arguments = {}
+                # 解析参数: <parameter name="xxx">value</parameter> 或 <parameter name=xxx>value</parameter>
+                param_pattern = r'<parameter\s+name=(?:"([^"]+)"|([^>\s]+))>(.*?)</parameter>'
+                param_matches = re.findall(param_pattern, params_str, re.DOTALL)
+
+                for pname_quoted, pname_unquoted, param_value in param_matches:
+                    param_name = pname_quoted or pname_unquoted
+                    if not param_name:
+                        continue
+                    param_value = param_value.strip()
+                    # 尝试解析 JSON 值，否则作为字符串
+                    try:
+                        arguments[param_name] = json.loads(param_value)
+                    except:
+                        arguments[param_name] = param_value
+
+                tool_calls.append({
+                    "name": func_name,
+                    "arguments": arguments
+                })
+
+        # 如果 MiniMax 格式解析到了工具调用，直接返回（优先级最高）
+        if tool_calls:
+            logger.info(f"[MiniMax Tool Call] 解析到 {len(tool_calls)} 个工具调用: {tool_calls}")
+            return tool_calls
+
         # 格式1: <tool_call> 标签格式
         # 例如: <tool_call> <function=get_stock_concepts> <parameter=seccode> 300274 </parameter> </function> </tool_call>
         pattern1 = r'<tool_call>\s*<function=(\w+)>(.*?)</function>\s*</tool_call>'