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import 'dart:async';
import 'package:amap_flutter/amap_flutter.dart';
import 'package:deep_voice/data/services/spotify_service.dart';
import 'package:get/get.dart';
import 'package:flutter/widgets.dart';
import 'package:get_storage/get_storage.dart';
import 'package:just_audio/just_audio.dart';
import 'package:chat_storage/chat_storage.dart';
import 'package:path/path.dart';
import '../../../data/services/ai_service.dart';
import '../../../data/services/deapsound_ai_service.dart';
import '../../../data/services/kouzi_ai_service.dart';
import '../../../data/services/speech_impl/voice_clone_tts_service.dart';
import '../models/message_model.dart';
import '../../../core/utils/logger.dart';
import '../../../data/services/tts_service.dart';
import '../../../data/providers/agent_provider.dart';
import '../../../data/models/agent.dart';
import '../../../data/services/asr_service.dart';
import '../../../data/models/events/voice_interaction_event.dart';
import '../../../data/services/voice_interaction_service.dart';
import '../../../data/services/open_ai_service_adapter.dart';
class ChatController extends GetxController {
// 服务
late AiService _aiService;
late TtsService _ttsService;
final AsrService _asrService = Get.find<AsrService>();
final VoiceInteractionService _voiceInteractionService =
Get.find<VoiceInteractionService>();
late SpotifService _spotifService;
// 添加ScrollController用于控制列表滚动
final ScrollController scrollController = ScrollController();
final _amapFlutter = AmapFlutter();
StreamSubscription? _locationStream;
String _latLng = '';
String _city = '深圳市';
// Agent 信息
late final Agent agent;
// 消息列表
final RxList<Message> messages = <Message>[].obs;
// 输入控制
final RxString inputText = ''.obs;
// 状态控制
final RxBool isLoading = false.obs;
final RxBool isSending = false.obs;
final RxBool isTtsEnabled = true.obs;
final RxBool isVoiceRecognitionActive = false.obs;
// 分页加载状态
final RxInt _currentPage = 1.obs;
final RxInt _totalPages = 1.obs;
final RxBool _isLoadingMore = false.obs;
final RxBool _hasMoreHistory = true.obs;
static const int _pageSize = 20; // 每页加载的消息数量
// 语音交互模式
bool _isVoiceInteractionMode = false;
// 语音识别状态
final RxString recognizedText = ''.obs;
final RxBool isListening = false.obs;
final RxBool isSpeechDetected = false.obs;
// 防抖计时器
Timer? _scrollDebounceTimer;
// 流式响应控制
StreamSubscription? _aiResponseSubscription;
StreamSubscription? _recognitionSubscription;
StreamSubscription? _voiceInteractionSubscription;
// 取消标志
bool _shouldCancelAiResponse = false;
// 自动停止语音识别计时器
Timer? _autoStopTimer;
// 记录最后一次活动时间
DateTime _lastActivityTime = DateTime.now();
final player = AudioPlayer();
final RxString audiourl = ''.obs;
final RxBool isPlay = false.obs;
@override
Future<void> onInit() async {
super.onInit();
Logger.info('ChatController onInit');
// 从路由参数获取Agent信息
final Map<String, dynamic> args = Get.arguments ?? {};
final String agentId =
args['agent'] ?? args['agentId'] ?? 'personal_assistant';
// 获取Agent
final Agent? foundAgent = AgentProvider.getAgentById(agentId);
if (foundAgent == null) {
Logger.error('无法找到Agent: $agentId');
Get.back();
return;
}
agent = foundAgent;
// 根据Agent ID选择不同的AI服务
switch (agent.id) {
case 'cyber_girlfriend':
// 亲子陪伴
Get.put(KouziAIService());
_aiService = Get.find<KouziAIService>();
break;
case 'health_advisor':
// 多功能AI聊天
Get.put(DeapsoundAIService());
_aiService = Get.find<DeapsoundAIService>();
break;
default:
// 默认使用OpenAIServiceAdapter
_aiService = Get.find<OpenAIServiceAdapter>();
Logger.info('使用OpenAIServiceAdapter');
}
Get.put(SpotifService());
_spotifService = Get.find<SpotifService>();
// 使用克隆音色语音合成
final GetStorage storage = GetStorage();
String timbre = storage.read('timbre') ?? '1';
if (timbre == '1') {
_ttsService = Get.find<TtsService>();
} else {
Get.put(VoiceCloneTtsService());
_ttsService = Get.find<VoiceCloneTtsService>();
}
_ttsService.initialize();
_asrService.initialize();
// 设置语音交互模式
_isVoiceInteractionMode = args['isVoiceInteraction'] == true;
// 设置TTS服务
await _ttsService.setVoice(agent.voice);
// 添加滚动监听器,用于触发加载更多
scrollController.addListener(_scrollListener);
// 加载聊天历史 (加载第一页)
await _loadChatHistory();
// 如果没有历史记录,添加欢迎消息
if (messages.isEmpty && agent.welcomeMessage.isNotEmpty) {
messages.add(Message(
role: 'assistant',
content: agent.welcomeMessage,
timestamp: DateTime.now(),
));
// 如果启用了TTS,播放欢迎消息
// if (isTtsEnabled.value) {
// _ttsService.speak(agent.welcomeMessage);
// }
}
// 如果isVoiceInteraction为true,自动激活语音识别
if (args['isVoiceInteraction'] == true) {
_ttsService.speakOnce(agent.voiceWelcomeMessage ?? agent.welcomeMessage);
startVoiceRecognition();
// 自动停止计时器会在startVoiceRecognition中启动
}
// 订阅VoiceInteractionService事件
_subscribeToVoiceInteractionEvents();
_getLocation();
player.playerStateStream.listen((state) async {
if (state.processingState == ProcessingState.completed) {
await player.seek(Duration.zero);
player.pause();
isPlay.value = false;
}
});
// 使用微任务在布局完成后自动滚动到底部
WidgetsBinding.instance.addPostFrameCallback((_) {
_scrollToBottom();
});
}
void _getLocation() async {
await _amapFlutter.initLocation();
_locationStream = _amapFlutter.locationStream().listen((data) async {
_latLng = '${data['longitude']},${data['latitude']}}';
_city = data['city'];
_amapFlutter.stopLocation();
});
_amapFlutter.startLocation();
}
/// 订阅VoiceInteractionService事件
void _subscribeToVoiceInteractionEvents() {
if (_voiceInteractionService.eventStream != null) {
_voiceInteractionSubscription =
_voiceInteractionService.eventStream.listen((event) {
if (event is RecognitionStartedEvent) {
// 收到recognitionStarted事件时,停止当前的AI交互、录音和TTS
_stopCurrentInteraction();
} else if (event is ChatHistoryEvent) {
// 收到聊天历史事件,添加到聊天记录
_processChatHistoryEvent(event);
}
});
}
}
/// 处理聊天历史事件
void _processChatHistoryEvent(ChatHistoryEvent event) {
Logger.info('收到后台聊天历史事件: agentId=${event.agentId}');
// 如果消息不是空的且不是当前Agent的,不处理
if (event.userMessage.isEmpty || event.agentId != agent.id) {
return;
}
// 添加用户消息
final userMsg = Message(
role: 'user',
content: event.userMessage,
timestamp: DateTime.fromMillisecondsSinceEpoch(event.timestamp),
);
// 添加助手消息
final assistantMsg = Message(
role: 'assistant',
content: event.assistantMessage,
timestamp:
DateTime.fromMillisecondsSinceEpoch(event.timestamp + 1), // 助手消息稍后一毫秒
);
// 防止消息重复
if (!_isDuplicateMessage(userMsg) && !_isDuplicateMessage(assistantMsg)) {
messages.add(userMsg);
messages.add(assistantMsg);
}
WidgetsBinding.instance.addPostFrameCallback((_) {
_scrollToBottom();
});
}
/// 停止当前交互
void _stopCurrentInteraction() {
Logger.info('收到后台语音识别开始事件,停止当前AI交互');
// 停止当前AI交互
if (isSending.value || _aiResponseSubscription != null) {
_interruptCurrentResponse("收到后台语音识别开始事件,中断当前响应");
}
// 停止TTS
_ttsService.stop();
// 停止语音识别
if (isVoiceRecognitionActive.value) {
stopVoiceRecognition();
}
}
@override
void onClose() {
Logger.info('ChatController onClose');
// 清理资源
scrollController.removeListener(_scrollListener); // 移除监听器
scrollController.dispose();
_aiResponseSubscription?.cancel();
_recognitionSubscription?.cancel();
_voiceInteractionSubscription?.cancel();
_autoStopTimer?.cancel();
_scrollDebounceTimer?.cancel(); // 清理防抖计时器
_amapFlutter.dispose();
_locationStream?.cancel();
// 停止TTS
_ttsService.stop();
if (isVoiceRecognitionActive.value) {
_asrService.stopContinuousRecognition();
}
// 保存当前聊天记录
if (agent.id != null) {
// _historyService.saveHistory(agent.id!, messages.toList());
}
player.dispose();
super.onClose();
}
/// 滚动到列表底部方法,添加防抖功能
void _scrollToBottom() {
if (scrollController.hasClients && messages.isNotEmpty) {
try {
scrollController.animateTo(
scrollController.position.maxScrollExtent,
duration: Duration(milliseconds: 300),
curve: Curves.easeOut,
);
} catch (e) {
Logger.error('滚动到底部失败', e);
}
}
}
/// 中断当前响应
void _interruptCurrentResponse(String reason) {
Logger.info('${reason}');
// 停止TTS
_ttsService.stop();
// 取消AI响应流订阅
if (_aiResponseSubscription != null) {
_shouldCancelAiResponse = true;
_aiResponseSubscription!.cancel();
_aiResponseSubscription = null;
// 将AI中间消息转换为正常消息,保留已输出的内容
final index =
messages.indexWhere((m) => m.isIntermediate && m.role == 'assistant');
if (index != -1) {
messages[index] = messages[index].copyWith(
isIntermediate: false,
);
messages.refresh();
}
// 重置发送状态
isSending.value = false;
}
}
// 发送消息
Future<void> sendMessage(String text) async {
if (text.trim().isEmpty) return;
_voiceInteractionService.pauseVoiceInteraction();
// 中断当前响应
_interruptCurrentResponse("发送新消息,中断当前响应");
// 添加用户消息
final userMessage = Message(
role: 'user',
content: text,
timestamp: DateTime.now(),
);
messages.add(userMessage);
// 清空输入框
inputText.value = '';
// 添加中间状态的AI消息
final intermediateMessage = Message.intermediate('assistant');
messages.add(intermediateMessage);
messages.refresh();
WidgetsBinding.instance.addPostFrameCallback((_) {
_scrollToBottom();
});
isSending.value = true;
try {
// 构建消息历史
final List<Map<String, String>> messageHistory = _buildMessageHistory();
// 重置取消标志
_shouldCancelAiResponse = false;
String fullResponse = '';
// 获取AI响应流
final responseStream = _aiService.sendMessageStream(
messages: messageHistory,
systemPrompt: agent.systemPrompt,
);
// 订阅响应流
_aiResponseSubscription = responseStream.listen(
(chunk) {
if (_shouldCancelAiResponse) return;
Logger.info('chat ${chunk}');
if (chunk is Map) {
_updateIntermediateMessage(data: chunk);
if (chunk['card_spotify'] != null) {
play(chunk['card_spotify']);
}
} else {
fullResponse += chunk;
// 更新中间状态的消息内容
_updateIntermediateMessage(content: fullResponse);
// 如果TTS启用,使用流式处理发送到TTS
if (isTtsEnabled.value) {
_ttsService.speakStream(chunk);
}
}
},
onDone: () {
if (_shouldCancelAiResponse) return;
// 完成响应,将isIntermediate设为false
_finalizeResponse(fullResponse);
// 如果TTS启用,处理缓冲区中的剩余文本
if (isTtsEnabled.value) {
_ttsService.flushStream();
}
},
onError: (error) {
Logger.error('AI响应错误', error);
// 更新中间状态的消息为错误消息
_handleResponseError();
},
);
} catch (e) {
Logger.error('发送消息失败', e);
_handleResponseError();
}
}
// 构建消息历史
List<Map<String, String>> _buildMessageHistory() {
final List<Map<String, String>> messageHistory = [];
// 只取最近的10条消息作为上下文
final recentMessages = messages.where((m) => !m.isIntermediate).toList();
final startIndex =
recentMessages.length > 10 ? recentMessages.length - 10 : 0;
for (int i = startIndex; i < recentMessages.length; i++) {
final m = recentMessages[i];
messageHistory.add({
'role': m.role,
'content': m.content,
});
if (i == recentMessages.length - 2) {
messageHistory.add({
'role': 'user',
'content': '当需要获取我的位置时,我当前在$_city,我的经纬度是$_latLng',
});
}
}
return messageHistory;
}
// 更新中间状态的消息
void _updateIntermediateMessage({Map? data, String? content}) {
final index =
messages.indexWhere((m) => m.isIntermediate && m.role == 'assistant');
if (index != -1) {
if (data != null) {
Map messagesData = messages[index].data ?? {};
messages[index] = messages[index].copyWith(
data: {...messagesData, ...data},
);
}
messages[index] = messages[index].copyWith(
content: content,
);
messages.refresh();
_scrollToBottom();
}
}
// 播放音乐
void play(Map card) async {
try {
await _spotifService.initialize();
_spotifService.play(card['url'] as String);
isPlay.value = true;
audiourl.value = card['url'] as String;
} catch (e) {
Logger.error('加载异常: $e');
}
}
// 暂停播放音乐
void pause() async {
try {
_spotifService.pause();
isPlay.value = false;
} catch (e) {
Logger.error('加载异常: $e');
}
}
// 更新或添加最终响应
void _finalizeResponse(String content) {
// 查找AI的中间状态消息
final index =
messages.indexWhere((m) => m.isIntermediate && m.role == 'assistant');
if (index != -1) {
// 更新中间状态消息为最终状态
messages[index] = messages[index].copyWith(
content: content,
isIntermediate: false,
timestamp: DateTime.now(), // 更新时间戳为最终时间
);
// 保存最终的助手消息到数据库
_saveMessageToDb(messages[index]);
} else {
// 如果没有中间状态消息,直接添加新消息 (理论上不应发生)
final assistantMsg = Message(
role: 'assistant',
content: content,
timestamp: DateTime.now(),
);
messages.add(assistantMsg);
_saveMessageToDb(assistantMsg); // 保存到数据库
}
isLoading.value = false;
isSending.value = false;
_aiResponseSubscription = null; // 清理订阅
_shouldCancelAiResponse = false; // 重置取消标志
// 响应完成后,重新启动语音识别的自动停止计时器
if (_isVoiceInteractionMode) {
_startAutoStopTimer();
}
}
// 处理响应错误
void _handleResponseError() {
// 查找AI的中间状态消息
final index =
messages.indexWhere((m) => m.isIntermediate && m.role == 'assistant');
if (index != -1) {
messages[index] = messages[index].copyWith(
content: '抱歉,我遇到了一些问题,无法回应您的请求。',
isIntermediate: false,
);
messages.refresh();
}
isSending.value = false;
_aiResponseSubscription = null;
}
// 切换TTS状态
void toggleTts() {
isTtsEnabled.toggle();
// 如果关闭TTS,停止当前播放
if (!isTtsEnabled.value) {
_ttsService.stop();
}
}
// 开始语音识别
Future<void> startVoiceRecognition() async {
if (isVoiceRecognitionActive.value) return;
_voiceInteractionService.pauseVoiceInteraction();
try {
// 启动连续语音识别
// 注意:在UI更新后,使用模拟波形动画替代实际麦克风输入的波形数据
final recognitionStream = await _asrService.startContinuousRecognition();
isVoiceRecognitionActive.value = true;
isListening.value = true;
recognizedText.value = '';
// 启动自动停止计时器
_startAutoStopTimer();
// 监听识别事件
_recognitionSubscription = recognitionStream.listen(
_handleRecognitionEvent,
onError: _handleRecognitionError,
);
} catch (e) {
Logger.error('启动语音识别失败', e);
isVoiceRecognitionActive.value = false;
isListening.value = false;
}
}
// 处理语音识别事件
void _handleRecognitionEvent(RecognitionEvent event) {
// 更新活动时间
_updateActivityTime();
switch (event.type) {
case RecognitionEventType.intermediateResult:
_handleRecognizing(event.text);
break;
case RecognitionEventType.finalResult:
_handleFinalResult(event.text);
break;
case RecognitionEventType.error:
_handleRecognitionEventError(event.error);
break;
default:
// 不做任何处理
break;
}
}
// 更新最后活动时间
void _updateActivityTime() {
_lastActivityTime = DateTime.now();
}
// 启动自动停止计时器
void _startAutoStopTimer() {
// 取消现有计时器
_autoStopTimer?.cancel();
// 初始化最后活动时间
_updateActivityTime();
// 根据模式设置超时时间
final int timeoutSeconds = _isVoiceInteractionMode ? 8 : 15;
// 创建新的计时器,每秒检查一次
_autoStopTimer = Timer.periodic(Duration(seconds: 1), (timer) {
// 检查是否有活动
bool isActive = _ttsService.isSpeaking || isSpeechDetected.value;
// 如果有活动,更新时间并继续等待
if (isActive) {
_updateActivityTime();
return;
}
// 检查空闲时间
int idleSeconds = DateTime.now().difference(_lastActivityTime).inSeconds;
if (idleSeconds >= timeoutSeconds) {
timer.cancel();
_stopVoiceRecognitionAutomatically();
}
});
}
// 处理语音识别中的状态
void _handleRecognizing(String text) {
if (text.isEmpty) return;
recognizedText.value = text;
// 设置语音检测状态为true,用于控制波形动画
if (!isSpeechDetected.value) {
isSpeechDetected.value = true;
}
// 更新活动时间
_updateActivityTime();
// 用户开始讲话时,立即停止当前TTS和中断AI响应
if (isSending.value || _aiResponseSubscription != null) {
_interruptCurrentResponse("检测到用户开始讲话,中断当前响应");
}
// 查找或创建用户的中间状态消息
final intermediateIndex =
messages.indexWhere((m) => m.isIntermediate && m.role == 'user');
if (intermediateIndex >= 0) {
// 更新已有的中间状态消息
messages[intermediateIndex] = messages[intermediateIndex].copyWith(
content: text,
);
messages.refresh();
} else {
// 添加新的中间状态消息
var intermediateMessage = Message.intermediate('user');
intermediateMessage = intermediateMessage.copyWith(content: text);
messages.add(intermediateMessage);
messages.refresh();
}
WidgetsBinding.instance.addPostFrameCallback((_) {
_scrollToBottom();
});
}
// 处理语音识别最终结果
void _handleFinalResult(String text) {
if (text.isEmpty) return;
Logger.info('处理语音识别最终结果: $text');
recognizedText.value = text;
// 更新活动时间
_updateActivityTime();
// 查找并移除用户的中间状态消息
final intermediateIndex =
messages.indexWhere((m) => m.isIntermediate && m.role == 'user');
if (intermediateIndex >= 0) {
messages.removeAt(intermediateIndex);
}
// 发送识别到的文本
sendMessage(text);
// 重置识别文本,但不关闭语音识别框
recognizedText.value = '';
// 重置语音检测状态
isSpeechDetected.value = false;
}
// 处理语音识别事件错误
void _handleRecognitionEventError(String? error) {
Logger.error('语音识别错误: ${error ?? "未知错误"}');
_cleanupRecognition();
}
// 处理语音识别流错误
void _handleRecognitionError(dynamic error) {
Logger.error('语音识别错误', error);
_cleanupRecognition();
}
// 清理语音识别资源
void _cleanupRecognition() {
// 查找并移除用户的中间状态消息
final intermediateIndex =
messages.indexWhere((m) => m.isIntermediate && m.role == 'user');
if (intermediateIndex >= 0) {
if (messages[intermediateIndex].content.trim().isEmpty) {
messages.removeAt(intermediateIndex);
} else {
// 如果中间状态消息有内容,将其转换为正式消息
messages[intermediateIndex] = messages[intermediateIndex].copyWith(
isIntermediate: false,
);
}
messages.refresh();
}
// 停止语音识别
isVoiceRecognitionActive.value = false;
isListening.value = false;
isSpeechDetected.value = false;
_asrService.stopContinuousRecognition();
}
// 停止语音识别
Future<void> stopVoiceRecognition() async {
if (!isVoiceRecognitionActive.value) return;
try {
await _asrService.stopContinuousRecognition();
_recognitionSubscription?.cancel();
_recognitionSubscription = null;
isVoiceRecognitionActive.value = false;
isListening.value = false;
recognizedText.value = '';
isSpeechDetected.value = false;
// 查找并处理用户的中间状态消息
final intermediateIndex =
messages.indexWhere((m) => m.isIntermediate && m.role == 'user');
if (intermediateIndex >= 0) {
if (messages[intermediateIndex].content.trim().isEmpty) {
// 如果没有内容则移除
messages.removeAt(intermediateIndex);
} else {
// 有内容则转为正式消息
messages[intermediateIndex] = messages[intermediateIndex].copyWith(
isIntermediate: false,
);
}
messages.refresh();
}
} catch (e) {
Logger.error('停止语音识别失败', e);
}
}
// 清空聊天记录
void clearChat() {
messages.clear();
_ttsService.stop();
// 添加欢迎消息
if (agent.welcomeMessage.isNotEmpty) {
messages.add(Message(
role: 'assistant',
content: agent.welcomeMessage,
timestamp: DateTime.now(),
));
}
// 删除数据库中的历史记录
ChatStorage.deleteMessages(sessionId: agent.id).catchError((e) {
Logger.error('清空数据库聊天记录失败: $e');
});
}
// 滚动监听,用于触发加载更多历史记录
void _scrollListener() {
// 当滚动到顶部并且有更多历史记录且不在加载中时,加载更多
if (scrollController.position.pixels ==
scrollController.position.minScrollExtent &&
_hasMoreHistory.value &&
!_isLoadingMore.value) {
_loadMoreHistory();
}
}
// 加载聊天历史 (首次加载或刷新)
Future<void> _loadChatHistory() async {
isLoading.value = true;
_currentPage.value = 1; // 重置为第一页
_hasMoreHistory.value = true; // 假设有更多
try {
final pagedResult = await ChatStorage.getMessages(
sessionId: agent.id,
page: _currentPage.value,
pageSize: _pageSize,
);
_totalPages.value = pagedResult.totalPages;
_hasMoreHistory.value = _currentPage.value < _totalPages.value;
final historyMessages = pagedResult.messages.map((chatMsg) {
return Message(
role: chatMsg.sender,
content: chatMsg.message,
timestamp: DateTime.parse(chatMsg.timestamp),
);
}).toList();
messages.assignAll(historyMessages.reversed); // 最新的在底部,所以要反转
// 滚动到底部 (如果是首次加载)
WidgetsBinding.instance.addPostFrameCallback((_) {
if (scrollController.hasClients) {
scrollController.jumpTo(scrollController.position.maxScrollExtent);
}
});
} catch (e) {
Logger.error('加载聊天历史失败', e);
} finally {
isLoading.value = false;
}
}
// 加载更多历史记录
Future<void> _loadMoreHistory() async {
if (_isLoadingMore.value || !_hasMoreHistory.value) return;
_isLoadingMore.value = true;
_currentPage.value++;
try {
final pagedResult = await ChatStorage.getMessages(
sessionId: agent.id,
page: _currentPage.value,
pageSize: _pageSize,
);
_totalPages.value = pagedResult.totalPages;
_hasMoreHistory.value = _currentPage.value < _totalPages.value;
final olderMessages = pagedResult.messages.map((chatMsg) {
return Message(
role: chatMsg.sender,
content: chatMsg.message,
timestamp: DateTime.parse(chatMsg.timestamp),
);
}).toList();
// 将旧消息插入到列表顶部
messages.insertAll(0, olderMessages.reversed);
} catch (e) {
Logger.error('加载更多聊天历史失败', e);
_currentPage.value--; // 加载失败,恢复页码
} finally {
_isLoadingMore.value = false;
}
}
// 保存单条聊天消息到数据库
Future<void> _saveMessageToDb(Message message) async {
if (message.isIntermediate) return; // 不保存中间状态的消息
try {
await ChatStorage.saveMessage(
sessionId: agent.id,
message: message.content,
sender: message.role,
);
} catch (e) {
Logger.error('保存消息到数据库失败', e);
}
}
// 添加消息,供外部调用 (如用户发送消息、AI回复)
void addMessage(Message message) {
messages.add(message);
_saveMessageToDb(message); // 保存到数据库
WidgetsBinding.instance.addPostFrameCallback((_) {
_scrollToBottom();
});
}
void _stopVoiceRecognitionAutomatically() {
final int timeoutSeconds = _isVoiceInteractionMode ? 8 : 15;
Logger.info('${timeoutSeconds}秒无活动,自动停止语音识别');
stopVoiceRecognition();
}
/// 检查是否为重复消息
bool _isDuplicateMessage(Message message) {
return messages.any((m) =>
m.role == message.role &&
m.content == message.content &&
(m.timestamp.millisecondsSinceEpoch -
message.timestamp.millisecondsSinceEpoch)
.abs() <
5000);
}
}