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| 1 | +package com.xiaozhi.dialogue.llm.memory; |
| 2 | + |
| 3 | +import com.xiaozhi.entity.SysDevice; |
| 4 | +import com.xiaozhi.entity.SysMessage; |
| 5 | +import com.xiaozhi.entity.SysRole; |
| 6 | +import com.xiaozhi.service.SysRoleService; |
| 7 | +import org.springframework.ai.chat.messages.Message; |
| 8 | +import org.springframework.ai.chat.messages.SystemMessage; |
| 9 | +import org.springframework.beans.factory.annotation.Autowired; |
| 10 | +import org.springframework.stereotype.Service; |
| 11 | + |
| 12 | +import java.util.*; |
| 13 | +import java.util.concurrent.ConcurrentHashMap; |
| 14 | + |
| 15 | +@Service(value = "messageWindowChatMemory") |
| 16 | +public class MessageWindowChatMemory implements ChatMemoryStore{ |
| 17 | + private final SysRoleService roleService; |
| 18 | + private final DatabaseChatMemory chatMemory; |
| 19 | + private final int maxMessages; |
| 20 | + private static final org.slf4j.Logger logger = org.slf4j.LoggerFactory.getLogger(MessageWindowChatMemory.class); |
| 21 | + // 缓存系统消息,避免频繁查询数据库 |
| 22 | + private Map<String, String> systemMessageCache = new ConcurrentHashMap<>(); |
| 23 | + |
| 24 | + |
| 25 | + @Autowired |
| 26 | + public MessageWindowChatMemory(SysRoleService roleService,DatabaseChatMemory chatMemory,int maxMessages){ |
| 27 | + this.roleService = roleService; |
| 28 | + this.chatMemory = chatMemory; |
| 29 | + this.maxMessages = maxMessages; |
| 30 | + } |
| 31 | + |
| 32 | + @Override |
| 33 | + public void addMessage(String deviceId, String sessionId, String sender, String content, Integer roleId, String messageType, String audioPath) { |
| 34 | + // TODO 修改接口为 使用UserMessage 、 AssistantMessage的概念 |
| 35 | + chatMemory.addMessage(deviceId, sessionId, sender, content, roleId, messageType, audioPath); |
| 36 | + } |
| 37 | + |
| 38 | + @Override |
| 39 | + public List<SysMessage> getMessages(String deviceId, String messageType, Integer limit) { |
| 40 | + return chatMemory.getMessages(deviceId, messageType, limit); |
| 41 | + } |
| 42 | + |
| 43 | + @Override |
| 44 | + public void clearMessages(String deviceId) { |
| 45 | + chatMemory.clearMessages(deviceId); |
| 46 | + // 清除缓存 |
| 47 | + systemMessageCache.keySet().removeIf(key -> key.startsWith(deviceId + ":")); |
| 48 | + } |
| 49 | + |
| 50 | + // todo 在get时处理缩容。 |
| 51 | + private List<Message> process(List<Message> memoryMessages, List<Message> newMessages) { |
| 52 | + List<Message> processedMessages = new ArrayList<>(); |
| 53 | + |
| 54 | + Set<Message> memoryMessagesSet = new HashSet<>(memoryMessages); |
| 55 | + boolean hasNewSystemMessage = newMessages.stream() |
| 56 | + .filter(SystemMessage.class::isInstance) |
| 57 | + .anyMatch(message -> !memoryMessagesSet.contains(message)); |
| 58 | + |
| 59 | + memoryMessages.stream() |
| 60 | + .filter(message -> !(hasNewSystemMessage && message instanceof SystemMessage)) |
| 61 | + .forEach(processedMessages::add); |
| 62 | + |
| 63 | + processedMessages.addAll(newMessages); |
| 64 | + |
| 65 | + if (processedMessages.size() <= this.maxMessages) { |
| 66 | + return processedMessages; |
| 67 | + } |
| 68 | + |
| 69 | + int messagesToRemove = processedMessages.size() - this.maxMessages; |
| 70 | + |
| 71 | + List<Message> trimmedMessages = new ArrayList<>(); |
| 72 | + int removed = 0; |
| 73 | + for (Message message : processedMessages) { |
| 74 | + if (message instanceof SystemMessage || removed >= messagesToRemove) { |
| 75 | + trimmedMessages.add(message); |
| 76 | + } |
| 77 | + else { |
| 78 | + removed++; |
| 79 | + } |
| 80 | + } |
| 81 | + |
| 82 | + return trimmedMessages; |
| 83 | + } |
| 84 | + |
| 85 | + @Override |
| 86 | + public String getSystemMessage(String deviceId, Integer roleId) { |
| 87 | + |
| 88 | + if (roleId == null) { |
| 89 | + return ""; |
| 90 | + } |
| 91 | + String cacheKey = deviceId + ":" + roleId; |
| 92 | + |
| 93 | + // 先从缓存获取 |
| 94 | + if (systemMessageCache.containsKey(cacheKey)) { |
| 95 | + return systemMessageCache.get(cacheKey); |
| 96 | + } |
| 97 | + |
| 98 | + try { |
| 99 | + // 从数据库获取角色描述 |
| 100 | + SysRole role = roleService.selectRoleById(roleId); |
| 101 | + if (role != null && role.getRoleDesc() != null) { |
| 102 | + String systemMessage = role.getRoleDesc(); |
| 103 | + // 存入缓存 |
| 104 | + systemMessageCache.put(cacheKey, systemMessage); |
| 105 | + return systemMessage; |
| 106 | + } |
| 107 | + } catch (Exception e) { |
| 108 | + logger.error("获取系统消息时出错: {}", e.getMessage(), e); |
| 109 | + } |
| 110 | + |
| 111 | + return ""; |
| 112 | + } |
| 113 | + |
| 114 | + @Override |
| 115 | + public void setSystemMessage(String deviceId, Integer roleId, String systemMessage) { |
| 116 | + String cacheKey = deviceId + ":" + roleId; |
| 117 | + |
| 118 | + // 更新缓存 |
| 119 | + systemMessageCache.put(cacheKey, systemMessage); |
| 120 | + |
| 121 | + } |
| 122 | + |
| 123 | + /** |
| 124 | + * 添加用户消息 |
| 125 | + * |
| 126 | + * @param message 用户消息 |
| 127 | + */ |
| 128 | + public void addUserMessage(SysDevice device, String message, String messageType) { |
| 129 | + // 更新缓存 |
| 130 | + this.addMessage(device.getDeviceId(), device.getSessionId(), "user", message, |
| 131 | + device.getRoleId(), messageType, null); |
| 132 | + } |
| 133 | + |
| 134 | + /** |
| 135 | + * 添加AI消息 |
| 136 | + * |
| 137 | + * @param message AI消息 |
| 138 | + */ |
| 139 | + public void addAssistantMessage(SysDevice device, String message, String messageType) { |
| 140 | + this.addMessage(device.getDeviceId(), device.getSessionId(), "assistant", message, |
| 141 | + device.getRoleId(), messageType, null); |
| 142 | + } |
| 143 | + |
| 144 | +} |
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