diff --git a/CustomKeyboard/Network/KBStreamFetcher.m b/CustomKeyboard/Network/KBStreamFetcher.m
index 772495f..ca41c95 100644
--- a/CustomKeyboard/Network/KBStreamFetcher.m
+++ b/CustomKeyboard/Network/KBStreamFetcher.m
@@ -3,6 +3,7 @@
 //
 
 #import "KBStreamFetcher.h"
+#import "KBLocalizationManager.h"
 
 @interface KBStreamFetcher () <NSURLSessionDataDelegate>
 @property (nonatomic, strong) NSURLSession *session;
@@ -18,6 +19,7 @@
 @property (nonatomic, strong) NSMutableArray<NSString *> *pendingQueue; // 待回调的分片（节流输出）
 @property (nonatomic, strong) NSTimer *flushTimer;             // 定时从队列取出一条回调
 @property (nonatomic, strong, nullable) NSError *finishError;  // 结束时的错误（需要等队列清空再回调）
+@property (nonatomic, copy, nullable) NSString *pendingSplitTokenPrefix; // `<SPLIT>` 跨分片残留
 
 // Metrics
 @property (nonatomic, assign) CFAbsoluteTime tStart;           // start() 被调用的时刻
@@ -45,6 +47,8 @@ static NSUInteger kb_validUTF8PrefixLen(NSData *data) {
     return (remain >= expected) ? n : (NSUInteger)i;
 }
 
+static NSString * const kKBStreamSplitToken = @"<SPLIT>";
+
 @implementation KBStreamFetcher
 
 + (instancetype)fetcherWithURL:(NSURL *)url {
@@ -68,6 +72,7 @@ static NSUInteger kb_validUTF8PrefixLen(NSData *data) {
         _flushInterval = 0.1;
         _splitLargeDeltasOnWhitespace = YES;
         _loggingEnabled = YES;
+        _pendingSplitTokenPrefix = nil;
     }
     return self;
 }
@@ -107,6 +112,7 @@ static NSUInteger kb_validUTF8PrefixLen(NSData *data) {
     [self.pendingQueue removeAllObjects];
     [self.flushTimer invalidate]; self.flushTimer = nil;
     self.finishError = nil;
+    self.pendingSplitTokenPrefix = nil;
 
     self.tStart = CFAbsoluteTimeGetCurrent();
     self.tFirstByte = 0;
@@ -138,6 +144,7 @@ static NSUInteger kb_validUTF8PrefixLen(NSData *data) {
     [self.pendingQueue removeAllObjects];
     [self.flushTimer invalidate]; self.flushTimer = nil;
     self.finishError = nil;
+    self.pendingSplitTokenPrefix = nil;
 }
 
 #pragma mark - NSURLSessionDataDelegate
@@ -216,7 +223,17 @@ static NSUInteger kb_validUTF8PrefixLen(NSData *data) {
                         [payload appendString:v ?: @""];
                     }
                 }
-                if (payload.length > 0) { [self enqueueChunk:payload]; }
+        if (payload.length > 0) {
+            if (self.loggingEnabled) {
+                NSLog(@"[KBStream] SSE raw payload: %@", payload);
+            }
+            NSString *llmText = nil;
+            if ([self processLLMChunkPayload:payload output:&llmText]) {
+                if (llmText.length > 0) { [self enqueueChunk:llmText]; }
+            } else {
+                [self enqueueChunk:payload];
+                    }
+                }
             }
         }
         return;
@@ -260,6 +277,9 @@ static NSUInteger kb_validUTF8PrefixLen(NSData *data) {
             }
         }
         if (payload.length > 0) {
+            if (self.loggingEnabled) {
+                NSLog(@"[KBStream] SSE raw payload: %@", payload);
+            }
             NSString *delta = nil;
             if ((NSInteger)payload.length >= self.deliveredCharCount) {
                 delta = [payload substringFromIndex:self.deliveredCharCount];
@@ -267,9 +287,21 @@ static NSUInteger kb_validUTF8PrefixLen(NSData *data) {
                 delta = payload;
             }
             self.deliveredCharCount = payload.length;
-            if (delta.length > 0) { [self emitChunk:delta]; }
+            if (delta.length > 0) {
+                NSString *llmText = nil;
+                if ([self processLLMChunkPayload:delta output:&llmText]) {
+                    if (llmText.length > 0) { [self emitChunk:llmText]; }
+                } else {
+                    [self emitChunk:delta];
+                }
+            }
         }
     }
+    if (self.pendingSplitTokenPrefix.length > 0) {
+        NSString *carry = self.pendingSplitTokenPrefix;
+        self.pendingSplitTokenPrefix = nil;
+        if (carry.length > 0) { [self enqueueChunk:carry]; }
+    }
 
     self.tFinish = CFAbsoluteTimeGetCurrent();
     if (self.loggingEnabled) {
@@ -348,6 +380,101 @@ static NSUInteger kb_validUTF8PrefixLen(NSData *data) {
     self.lastChunkEndedWithTab = (lastc == '\t');
 }
 
+- (BOOL)processLLMChunkPayload:(NSString *)payload output:(NSString * _Nullable __autoreleasing *)output {
+    if (output) { *output = nil; }
+    if (payload.length == 0) { return NO; }
+    NSData *jsonData = [payload dataUsingEncoding:NSUTF8StringEncoding];
+    if (!jsonData) { return NO; }
+    NSError *jsonError = nil;
+    id obj = [NSJSONSerialization JSONObjectWithData:jsonData options:0 error:&jsonError];
+    if (jsonError || ![obj isKindOfClass:[NSDictionary class]]) { return NO; }
+    NSString *type = ((NSDictionary *)obj)[@"type"];
+    if (![type isKindOfClass:[NSString class]]) { return NO; }
+    if ([type isEqualToString:@"llm_chunk"]) {
+        id dataValue = ((NSDictionary *)obj)[@"data"];
+        if (![dataValue isKindOfClass:[NSString class]]) {
+            if (output) { *output = @""; }
+            return YES;
+        }
+        NSString *normalized = [self normalizedLLMDataString:(NSString *)dataValue];
+        if (output) { *output = normalized; }
+        return YES;
+    }
+    if ([type isEqualToString:@"search_result"]) {
+        NSString *searchText = [self normalizedSearchResultString:((NSDictionary *)obj)[@"data"]];
+        if (output) { *output = searchText ?: @""; }
+        return YES;
+    }
+    if ([type isEqualToString:@"done"]) {
+        if (output) { *output = @""; }
+        return YES;
+    }
+    return NO;
+}
+
+- (NSString *)normalizedLLMDataString:(NSString *)dataString {
+    NSString *combined = dataString ?: @"";
+    if (self.pendingSplitTokenPrefix.length > 0) {
+        combined = [self.pendingSplitTokenPrefix stringByAppendingString:combined];
+        self.pendingSplitTokenPrefix = nil;
+    }
+    if (combined.length == 0) { return @""; }
+    NSString *result = [combined stringByReplacingOccurrencesOfString:kKBStreamSplitToken withString:@"\t"];
+    NSString *suffix = [self pendingSplitPrefixSuffixForString:result];
+    if (suffix.length > 0) {
+        self.pendingSplitTokenPrefix = suffix;
+        result = [result substringToIndex:result.length - suffix.length];
+    }
+    return result;
+}
+
+- (NSString *)normalizedSearchResultString:(id)dataValue {
+    if (![dataValue isKindOfClass:[NSArray class]]) { return @""; }
+    NSArray *list = (NSArray *)dataValue;
+    NSMutableArray<NSString *> *segments = [NSMutableArray array];
+    for (NSUInteger i = 0; i < list.count; i++) {
+        id item = list[i];
+        NSString *payload = nil;
+        if ([item isKindOfClass:[NSDictionary class]]) {
+            id val = ((NSDictionary *)item)[@"payload"];
+            if ([val isKindOfClass:[NSString class]]) {
+                payload = (NSString *)val;
+            }
+        } else if ([item isKindOfClass:[NSString class]]) {
+            payload = (NSString *)item;
+        }
+        payload = [payload stringByTrimmingCharactersInSet:[NSCharacterSet whitespaceAndNewlineCharacterSet]];
+        if (payload.length == 0) { continue; }
+        NSString *line = [NSString stringWithFormat:@"%lu. %@", (unsigned long)(segments.count + 1), payload];
+        [segments addObject:line];
+    }
+    if (segments.count == 0) { return @""; }
+    NSString *title = KBLocalized(@"Search result");
+    NSMutableString *text = [NSMutableString string];
+    [text appendString:@"\t"];
+    [text appendFormat:@"%@:", title.length > 0 ? title : @"Search result"];
+    for (NSString *line in segments) {
+        [text appendString:@"\t"];
+        [text appendString:line];
+    }
+    return text;
+}
+
+- (NSString *)pendingSplitPrefixSuffixForString:(NSString *)text {
+    if (text.length == 0) { return @""; }
+    NSUInteger tokenLen = kKBStreamSplitToken.length;
+    if (tokenLen <= 1) { return @""; }
+    NSUInteger maxLen = MIN(tokenLen - 1, text.length);
+    for (NSUInteger len = maxLen; len > 0; len--) {
+        NSString *suffix = [text substringFromIndex:text.length - len];
+        NSString *prefix = [kKBStreamSplitToken substringToIndex:len];
+        if ([suffix isEqualToString:prefix]) {
+            return suffix;
+        }
+    }
+    return @"";
+}
+
 #pragma mark - Queue/Flush
 
 - (void)enqueueChunk:(NSString *)s {
diff --git a/CustomKeyboard/View/KBFunctionView.m b/CustomKeyboard/View/KBFunctionView.m
index 55a215d..a353563 100644
--- a/CustomKeyboard/View/KBFunctionView.m
+++ b/CustomKeyboard/View/KBFunctionView.m
@@ -25,6 +25,8 @@
 #import "KBTagItemModel.h"
 #import <MJExtension/MJExtension.h>
 
+static NSTimeInterval const kKBStreamIdleTimeout = 5.0;
+
 @interface KBFunctionView () <KBFunctionBarViewDelegate, KBStreamOverlayViewDelegate, KBFunctionTagListViewDelegate>
 // UI
 @property (nonatomic, strong) KBFunctionBarView *barViewInternal;
@@ -44,6 +46,8 @@
 @property (nonatomic, assign) BOOL streamHasOutput; // 是否已输出过正文（首段去首个 \t 用）
 @property (nonatomic, strong, nullable) NSNumber *loadingTagIndex; // 当前显示loading的标签index
 @property (nonatomic, copy, nullable) NSString *loadingTagTitle;
+@property (nonatomic, strong, nullable) NSTimer *streamIdleTimer;
+@property (nonatomic, assign) BOOL streamTimeoutTriggered;
 
 // Data
 //@property (nonatomic, strong) NSArray<NSString *> *itemsInternal;
@@ -292,6 +296,7 @@
     }
     NSString *message = seedTitle.length > 0 ? seedTitle : @"";
     NSInteger resolvedCharacterId = (characterId > 0) ? characterId : 75;
+    message = [NSString stringWithFormat:@"%@-%u",message,arc4random() % 10000];
     NSDictionary *payload = @{
         @"characterId": @(resolvedCharacterId),
         @"message": message.length > 0 ? message : @"aliqua non cupidatat"
@@ -327,15 +332,24 @@
     };
     fetcher.onFinish = ^(NSError * _Nullable error) {
         __strong typeof(weakSelf) self = weakSelf; if (!self) return;
+        [self kb_invalidateStreamIdleTimer];
+        if (self.streamTimeoutTriggered) {
+            self.streamTimeoutTriggered = NO;
+            return;
+        }
         // 若还未出现任何数据且仍在 loading，则取消小菊花
         if (!self.streamHasOutput && self.loadingTagIndex) {
             [self.tagListView setLoading:NO atIndex:self.loadingTagIndex.integerValue];
             self.loadingTagIndex = nil; self.loadingTagTitle = nil;
         }
-        if (error) { [KBHUD showInfo:KBLocalized(@"拉取失败")]; }
+        BOOL isCancelledError = (error && error.code == NSURLErrorCancelled);
+        if (error && !isCancelledError) { [KBHUD showInfo:KBLocalized(@"拉取失败")]; }
         if (self.streamOverlay) { [self.streamOverlay finish]; }
+        self.streamTimeoutTriggered = NO;
     };
     self.streamFetcher = fetcher;
+    self.streamTimeoutTriggered = NO;
+    [self kb_restartStreamIdleTimer];
     [self.streamFetcher start];
 }
 
@@ -343,6 +357,8 @@
     [self.streamFetcher cancel];
     self.streamFetcher = nil;
     self.streamHasOutput = NO;
+    [self kb_invalidateStreamIdleTimer];
+    self.streamTimeoutTriggered = NO;
 }
 
 #pragma mark - Helpers
@@ -363,6 +379,42 @@
     if (!self.streamOverlay) return;
     [self.streamOverlay appendChunk:chunk];
     self.streamHasOutput = YES;
+    [self kb_restartStreamIdleTimer];
+}
+
+- (void)kb_restartStreamIdleTimer {
+    [self.streamIdleTimer invalidate];
+    if (!self.streamFetcher) {
+        self.streamIdleTimer = nil;
+        return;
+    }
+    __weak typeof(self) weakSelf = self;
+    self.streamIdleTimer = [NSTimer scheduledTimerWithTimeInterval:kKBStreamIdleTimeout repeats:NO block:^(NSTimer * _Nonnull timer) {
+        __strong typeof(weakSelf) self = weakSelf;
+        [self kb_handleStreamIdleTimeout];
+    }];
+}
+
+- (void)kb_invalidateStreamIdleTimer {
+    [self.streamIdleTimer invalidate];
+    self.streamIdleTimer = nil;
+}
+
+- (void)kb_handleStreamIdleTimeout {
+    [self kb_invalidateStreamIdleTimer];
+    if (!self.streamFetcher) { return; }
+    self.streamTimeoutTriggered = YES;
+    [self.streamFetcher cancel];
+    self.streamFetcher = nil;
+    if (self.loadingTagIndex) {
+        [self.tagListView setLoading:NO atIndex:self.loadingTagIndex.integerValue];
+        self.loadingTagIndex = nil;
+        self.loadingTagTitle = nil;
+    }
+    if (self.streamOverlay) {
+        [self.streamOverlay finish];
+    }
+    [KBHUD showInfo:KBLocalized(@"Response timeout")];
 }
 
 /// 统一更新左侧粘贴按钮的展示：