进行第二阶段调试修复：边聊边修挺有意思的

- 由于更改了上下文认知补充机制，所以将原来的CoreContext、ModuleContext从单一的jsonObject重构为了独立的类
- 移除了CoreModel中的baseMessageCache,当前消息分为三段，baseMessage固定，不再需要缓存
- 在CoreModel中添加了新的认知注入机制，并且模块状态也会显示给Partner(是否活跃)
- 在MemoryManager挑取记忆时，将在获取到MemoryResult后与dialogMap对比，去重切片，但还是有较多重复，单用户时应该可以去掉userDialogMap的展示？
- 在MemoryManager中添加了几个获取相应字符串的方法，为了适应新的上下文注入机制
- 调整对话列表更新为保留前1/3,确保防止上下文断裂，但应该改为1/4也行
- log.debug输出日志时将先包装为json对象，防止换行导致影响控制台效果
- 调整了MemoryUpdater中清理互动消息列表的逻辑
- PreprocessExecutor适配新的上下文注入机制
- InteractionContext的某些字段应提供默认值而非创建对象后手动赋值，已调整
- 移除了挺多目前用不到的注释，反正还有版本控制

.gitignore

@@ -48,3 +48,4 @@ build/
 /src/test/java/memory/result/input4.json
 /src/test/java/memory/result/primary_input.json
 /src/main/resources/prompt/module/memory/topic_extractor.json.bak
+/backup/

qodana.yaml

@@ -0,0 +1,31 @@
+#-------------------------------------------------------------------------------#
+#               Qodana analysis is configured by qodana.yaml file               #
+#             https://www.jetbrains.com/help/qodana/qodana-yaml.html            #
+#-------------------------------------------------------------------------------#
+version: "1.0"
+
+#Specify inspection profile for code analysis
+profile:
+  name: qodana.starter
+
+#Enable inspections
+#include:
+#  - name: <SomeEnabledInspectionId>
+
+#Disable inspections
+#exclude:
+#  - name: <SomeDisabledInspectionId>
+#    paths:
+#      - <path/where/not/run/inspection>
+
+projectJDK: "21" #(Applied in CI/CD pipeline)
+
+#Execute shell command before Qodana execution (Applied in CI/CD pipeline)
+#bootstrap: sh ./prepare-qodana.sh
+
+#Install IDE plugins before Qodana execution (Applied in CI/CD pipeline)
+#plugins:
+#  - id: <plugin.id> #(plugin id can be found at https://plugins.jetbrains.com)
+
+#Specify Qodana linter for analysis (Applied in CI/CD pipeline)
+linter: jetbrains/qodana-jvm:2025.1

src/main/java/work/slhaf/agent/Agent.java

@@ -5,8 +5,8 @@ import lombok.extern.slf4j.Slf4j;
 import work.slhaf.agent.common.config.Config;
 import work.slhaf.agent.common.monitor.DebugMonitor;
 import work.slhaf.agent.core.InteractionHub;
-import work.slhaf.agent.core.interaction.InputReceiver;
-import work.slhaf.agent.core.interaction.TaskCallback;
+import work.slhaf.agent.core.interaction.agent_interface.InputReceiver;
+import work.slhaf.agent.core.interaction.agent_interface.TaskCallback;
 import work.slhaf.agent.core.interaction.data.InteractionInputData;
 import work.slhaf.agent.core.interaction.data.InteractionOutputData;
 import work.slhaf.agent.gateway.AgentWebSocketServer;
@@ -36,7 +36,6 @@ public class Agent implements TaskCallback, InputReceiver {
                     server.launch();
                     agent.setMessageSender(server);
                     log.info("Agent 加载完毕..");
-
                     //启动监测线程
                     DebugMonitor.initialize();
                 }

src/main/java/work/slhaf/agent/common/chat/pojo/Message.java

@@ -1,7 +1,7 @@
 package work.slhaf.agent.common.chat.pojo;
 
 import lombok.*;
-import work.slhaf.agent.common.pojo.PersistableObject;
+import work.slhaf.agent.common.serialize.PersistableObject;
 
 import java.io.Serial;
 

src/main/java/work/slhaf/agent/common/chat/pojo/MetaMessage.java

@@ -3,7 +3,7 @@ package work.slhaf.agent.common.chat.pojo;
 import lombok.AllArgsConstructor;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.agent.common.pojo.PersistableObject;
+import work.slhaf.agent.common.serialize.PersistableObject;
 
 import java.io.Serial;
 

src/main/java/work/slhaf/agent/common/config/Config.java

@@ -48,9 +48,6 @@ public class Config {
                 System.out.print("输入智能体名称: ");
                 config.setAgentId(scanner.nextLine());
 
-//                System.out.print("输入智能体基础角色设定: ");
-//                config.setBasicCharacter(scanner.nextLine());
-
                 System.out.println("(注意! 设定角色之后修改主配置文件将不会影响现有记忆，除非同时更换agentId)");
 
                 System.out.println("\r\n--------模型配置--------\r\n");

src/main/java/work/slhaf/agent/common/exception_handler/pojo/GlobalException.java

@@ -3,7 +3,7 @@ package work.slhaf.agent.common.exception_handler.pojo;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.agent.core.interaction.data.InteractionContext;
+import work.slhaf.agent.core.interaction.data.context.InteractionContext;
 import work.slhaf.agent.core.memory.MemoryManager;
 import work.slhaf.agent.core.session.SessionManager;
 

src/main/java/work/slhaf/agent/common/exception_handler/pojo/GlobalExceptionData.java

@@ -2,12 +2,13 @@ package work.slhaf.agent.common.exception_handler.pojo;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.agent.common.pojo.PersistableObject;
-import work.slhaf.agent.core.interaction.data.InteractionContext;
+import work.slhaf.agent.common.serialize.PersistableObject;
+import work.slhaf.agent.core.interaction.data.context.InteractionContext;
 import work.slhaf.agent.core.memory.MemoryManager;
 import work.slhaf.agent.core.session.SessionManager;
 
 import java.io.Serial;
+import java.util.HashMap;
 
 @EqualsAndHashCode(callSuper = true)
 @Data
@@ -18,7 +19,7 @@ public class GlobalExceptionData extends PersistableObject {
 
     private String exceptionMessage;
 
-    protected InteractionContext context;
+    protected HashMap<String, InteractionContext> context;
     protected SessionManager sessionManager;
     protected MemoryManager memoryManager;
     protected Long exceptionTime;

src/main/java/work/slhaf/agent/common/monitor/DebugMonitor.java

@@ -1,7 +1,7 @@
 package work.slhaf.agent.common.monitor;
 
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.agent.core.interaction.InteractionThreadPoolExecutor;
+import work.slhaf.agent.common.thread.InteractionThreadPoolExecutor;
 
 @Slf4j
 public class DebugMonitor {

src/main/java/work/slhaf/agent/common/serialize/PersistableObject.java

@@ -1,4 +1,4 @@
-package work.slhaf.agent.common.pojo;
+package work.slhaf.agent.common.serialize;
 
 import java.io.Serializable;
 

src/main/java/work/slhaf/agent/common/thread/InteractionThreadPoolExecutor.java

@@ -1,4 +1,4 @@
-package work.slhaf.agent.core.interaction;
+package work.slhaf.agent.common.thread;
 
 import lombok.Getter;
 

src/main/java/work/slhaf/agent/core/InteractionHub.java

@@ -5,11 +5,11 @@ import lombok.ToString;
 import lombok.extern.slf4j.Slf4j;
 import work.slhaf.agent.common.exception_handler.GlobalExceptionHandler;
 import work.slhaf.agent.common.exception_handler.pojo.GlobalException;
-import work.slhaf.agent.core.interaction.InteractionModule;
-import work.slhaf.agent.core.interaction.InteractionModulesLoader;
-import work.slhaf.agent.core.interaction.TaskCallback;
-import work.slhaf.agent.core.interaction.data.InteractionContext;
+import work.slhaf.agent.core.interaction.agent_interface.TaskCallback;
 import work.slhaf.agent.core.interaction.data.InteractionInputData;
+import work.slhaf.agent.core.interaction.data.context.InteractionContext;
+import work.slhaf.agent.core.interaction.module.InteractionModule;
+import work.slhaf.agent.core.interaction.module.InteractionModulesLoader;
 import work.slhaf.agent.module.modules.core.CoreModel;
 import work.slhaf.agent.module.modules.preprocess.PreprocessExecutor;
 import work.slhaf.agent.module.modules.task.TaskScheduler;
@@ -43,7 +43,7 @@ public class InteractionHub {
         return interactionHub;
     }
 
-    public void call(InteractionInputData inputData) throws IOException, ClassNotFoundException, InterruptedException {
+    public void call(InteractionInputData inputData) throws IOException, ClassNotFoundException {
         InteractionContext interactionContext = PreprocessExecutor.getInstance().execute(inputData);
         try {
             //预处理
@@ -55,7 +55,7 @@ public class InteractionHub {
             interactionContext.getCoreResponse().put("text", "[ERROR] " + e.getMessage());
         } finally {
             callback.onTaskFinished(interactionContext.getUserInfo(), interactionContext.getCoreResponse().getString("text"));
-            InteractionContext.clearUp();
+            interactionContext.clearUp();
         }
     }
 }

src/main/java/work/slhaf/agent/core/interaction/InteractionModule.java

@@ -1,9 +0,0 @@
-package work.slhaf.agent.core.interaction;
-
-import work.slhaf.agent.core.interaction.data.InteractionContext;
-
-import java.io.IOException;
-
-public interface InteractionModule {
-    void execute(InteractionContext context) throws IOException, ClassNotFoundException, InterruptedException;
-}

src/main/java/work/slhaf/agent/core/interaction/agent_interface/InputReceiver.java

@@ -1,4 +1,4 @@
-package work.slhaf.agent.core.interaction;
+package work.slhaf.agent.core.interaction.agent_interface;
 
 import work.slhaf.agent.core.interaction.data.InteractionInputData;
 

src/main/java/work/slhaf/agent/core/interaction/agent_interface/TaskCallback.java

@@ -1,4 +1,4 @@
-package work.slhaf.agent.core.interaction;
+package work.slhaf.agent.core.interaction.agent_interface;
 
 public interface TaskCallback {
     void onTaskFinished(String userInfo,String output);

src/main/java/work/slhaf/agent/core/interaction/data/InteractionContext.java

@@ -1,76 +0,0 @@
-package work.slhaf.agent.core.interaction.data;
-
-import com.alibaba.fastjson2.JSONArray;
-import com.alibaba.fastjson2.JSONObject;
-import lombok.Data;
-import lombok.EqualsAndHashCode;
-import work.slhaf.agent.common.pojo.PersistableObject;
-import work.slhaf.agent.module.common.AppendPromptData;
-
-import java.io.Serial;
-import java.time.LocalDateTime;
-import java.util.ArrayList;
-import java.util.List;
-
-@EqualsAndHashCode(callSuper = true)
-@Data
-public class InteractionContext extends PersistableObject {
-
-    @Serial
-    private static final long serialVersionUID = 1L;
-
-    private static InteractionContext currentContext;
-
-    protected String userId;
-    protected String userNickname;
-    protected String userInfo;
-    protected LocalDateTime dateTime;
-    protected boolean single;
-
-    protected String input;
-
-    protected JSONObject coreContext;
-    protected JSONObject moduleContext;
-    protected JSONObject coreResponse;
-
-    public InteractionContext() {
-        currentContext = this;
-        this.moduleContext = new JSONObject();
-        this.moduleContext.put(Constant.APPENDED_PROMPT,new JSONArray());
-    }
-
-    public void setFinished(boolean finished) {
-        moduleContext.put(Constant.FINISHED,finished);
-    }
-
-    public boolean isFinished(){
-        return moduleContext.getBooleanValue(Constant.FINISHED);
-    }
-
-    public void setAppendedPrompt(AppendPromptData appendedPrompt){
-        moduleContext.getJSONArray(Constant.APPENDED_PROMPT).add(appendedPrompt);
-    }
-
-    public List<AppendPromptData> getAppendedPrompt(){
-        List<AppendPromptData> list = new ArrayList<>();
-        for (Object o : moduleContext.getJSONArray(Constant.APPENDED_PROMPT)) {
-            JSONObject object = (JSONObject) o;
-            list.add(object.to(AppendPromptData.class));
-        }
-        return list;
-    }
-
-    public static InteractionContext getInstance() {
-        return currentContext;
-    }
-
-    public static void clearUp(){
-        currentContext = null;
-    }
-
-    private static class Constant{
-        private static final String FINISHED = "finished";
-        private static final String APPENDED_PROMPT = "appendedPrompt";
-    }
-
-}

src/main/java/work/slhaf/agent/core/interaction/data/context/InteractionContext.java

@@ -0,0 +1,62 @@
+package work.slhaf.agent.core.interaction.data.context;
+
+import com.alibaba.fastjson2.JSONObject;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import work.slhaf.agent.common.serialize.PersistableObject;
+import work.slhaf.agent.core.interaction.data.context.subcontext.CoreContext;
+import work.slhaf.agent.core.interaction.data.context.subcontext.ModuleContext;
+import work.slhaf.agent.module.common.AppendPromptData;
+
+import java.io.Serial;
+import java.time.LocalDateTime;
+import java.util.HashMap;
+import java.util.List;
+
+@EqualsAndHashCode(callSuper = true)
+@Data
+public class InteractionContext extends PersistableObject {
+
+    @Serial
+    private static final long serialVersionUID = 1L;
+
+    private static HashMap<String, InteractionContext> activeContext = new HashMap<>();
+
+    protected String userId;
+    protected String userNickname;
+    protected String userInfo;
+    protected LocalDateTime dateTime;
+    protected boolean single;
+
+    protected String input;
+
+    protected CoreContext coreContext = new CoreContext();
+    protected ModuleContext moduleContext = new ModuleContext();
+    protected JSONObject coreResponse = new JSONObject();
+
+    public InteractionContext() {
+        activeContext.put(userId, this);
+    }
+
+    public void setFinished(boolean finished) {
+        moduleContext.setFinished(finished);
+    }
+
+    public boolean isFinished() {
+        return moduleContext.isFinished();
+    }
+
+    public void setAppendedPrompt(AppendPromptData appendedPrompt) {
+        List<AppendPromptData> appendPromptList = moduleContext.getAppendedPrompt();
+        appendPromptList.addFirst(appendedPrompt);
+    }
+
+    public static HashMap<String, InteractionContext> getInstance() {
+        return activeContext;
+    }
+
+    public void clearUp() {
+        activeContext.remove(userId);
+    }
+
+}

src/main/java/work/slhaf/agent/core/interaction/data/context/subcontext/CoreContext.java

@@ -0,0 +1,28 @@
+package work.slhaf.agent.core.interaction.data.context.subcontext;
+
+import com.alibaba.fastjson2.JSONObject;
+import lombok.Data;
+
+import java.util.HashMap;
+
+@Data
+public class CoreContext {
+    private String text;
+    private String dateTime;
+    private String userNick;
+    private String userId;
+    private HashMap<String, Boolean> activeModules = new HashMap<>();
+
+    @Override
+    public String toString() {
+        return JSONObject.toJSONString(this);
+    }
+
+    public void addActiveModule(String moduleName) {
+        activeModules.put(moduleName, false);
+    }
+
+    public void activateModule(String moduleName){
+        activeModules.put(moduleName, true);
+    }
+}

src/main/java/work/slhaf/agent/core/interaction/data/context/subcontext/ModuleContext.java

@@ -0,0 +1,15 @@
+package work.slhaf.agent.core.interaction.data.context.subcontext;
+
+import com.alibaba.fastjson2.JSONObject;
+import lombok.Data;
+import work.slhaf.agent.module.common.AppendPromptData;
+
+import java.util.ArrayList;
+import java.util.List;
+
+@Data
+public class ModuleContext {
+    private List<AppendPromptData> appendedPrompt = new ArrayList<>();
+    private JSONObject extraContext = new JSONObject();
+    private boolean finished = false;
+}

src/main/java/work/slhaf/agent/core/interaction/module/InteractionModule.java

@@ -0,0 +1,9 @@
+package work.slhaf.agent.core.interaction.module;
+
+import work.slhaf.agent.core.interaction.data.context.InteractionContext;
+
+import java.io.IOException;
+
+public interface InteractionModule {
+    void execute(InteractionContext context) throws IOException, ClassNotFoundException;
+}

src/main/java/work/slhaf/agent/core/interaction/module/InteractionModulesLoader.java

@@ -1,4 +1,4 @@
-package work.slhaf.agent.core.interaction;
+package work.slhaf.agent.core.interaction.module;
 
 import work.slhaf.agent.common.config.Config;
 import work.slhaf.agent.common.config.ModuleConfig;

src/main/java/work/slhaf/agent/core/memory/MemoryGraph.java

@@ -7,7 +7,7 @@ import org.apache.commons.io.FileUtils;
 import work.slhaf.agent.common.chat.pojo.Message;
 import work.slhaf.agent.common.exception_handler.GlobalExceptionHandler;
 import work.slhaf.agent.common.exception_handler.pojo.GlobalException;
-import work.slhaf.agent.common.pojo.PersistableObject;
+import work.slhaf.agent.common.serialize.PersistableObject;
 import work.slhaf.agent.core.memory.exception.UnExistedDateIndexException;
 import work.slhaf.agent.core.memory.exception.UnExistedTopicException;
 import work.slhaf.agent.core.memory.node.MemoryNode;
@@ -72,17 +72,6 @@ public class MemoryGraph extends PersistableObject {
      */
     private ConcurrentHashMap<String/*userId*/, ConcurrentHashMap<LocalDateTime, String>> userDialogMap;
 
-    /**
-     * 当前对话的活动性总结, 拥有比dialogMap更丰富的全文细节, 作为当前对话token超限时的必要上下文压缩存储
-     */
-//    private List<String> currentCompressedSessionContext;
-
-    /**
-     * 存储确定性记忆, 如'用户爱好'等确定性信息
-     * 该部分作为'主LLM'system prompt常驻
-     */
-//    private HashMap<String /*userId*/, ConcurrentHashMap<String /*memoryKey*/, String /*memoryValue*/>> staticMemory;
-
     /**
      * memorySliceCache计数器，每日清空
      */
@@ -104,8 +93,6 @@ public class MemoryGraph extends PersistableObject {
      */
     private HashMap<String, String> modelPrompt;
 
-//    private String character;
-
     /**
      * 主模型的聊天记录
      */
@@ -126,17 +113,15 @@ public class MemoryGraph extends PersistableObject {
         this.topicNodes = new HashMap<>();
         this.existedTopics = new HashMap<>();
         this.currentDateDialogSlices = new HashMap<>();
-//        this.staticMemory = new HashMap<>();
         this.memoryNodeCacheCounter = new ConcurrentHashMap<>();
         this.memorySliceCache = new ConcurrentHashMap<>();
         this.modelPrompt = new HashMap<>();
         this.selectedSlices = new HashSet<>();
         this.users = new ArrayList<>();
         this.userDialogMap = new ConcurrentHashMap<>();
-//        this.currentCompressedSessionContext = new ArrayList<>();
         this.dialogMap = new HashMap<>();
-//        this.character = basicCharacter;
         this.dateIndex = new HashMap<>();
+        this.chatMessages = new ArrayList<>();
     }
 
     public static MemoryGraph getInstance(String id) throws IOException, ClassNotFoundException {
@@ -200,7 +185,7 @@ public class MemoryGraph extends PersistableObject {
         }
     }
 
-    public void insertMemory(List<String> topicPath, MemorySlice slice) throws IOException, ClassNotFoundException {
+    public void insertMemory(List<String> topicPath, MemorySlice slice) {
 
         try {
             //检查是否存在当天对应的memorySlice并确定是否插入
@@ -297,17 +282,13 @@ public class MemoryGraph extends PersistableObject {
         //更新userDialogMap
         //移除两天前上下文缓存(切片总结)
         List<LocalDateTime> keysToRemove = new ArrayList<>();
-        userDialogMap.forEach((k, v) -> {
-            v.forEach((i, j) -> {
+        userDialogMap.forEach((k, v) -> v.forEach((i, j) -> {
             if (now.minusDays(2).isAfter(i)) {
                 keysToRemove.add(i);
             }
-            });
-        });
+        }));
         for (LocalDateTime dateTime : keysToRemove) {
-            userDialogMap.forEach((k, v) -> {
-                v.remove(dateTime);
-            });
+            userDialogMap.forEach((k, v) -> v.remove(dateTime));
         }
         //放入新缓存
         userDialogMap
@@ -342,7 +323,7 @@ public class MemoryGraph extends PersistableObject {
 
     }
 
-    public MemoryResult selectMemory(String topicPathStr) throws IOException, ClassNotFoundException {
+    public MemoryResult selectMemory(String topicPathStr) {
         MemoryResult memoryResult = new MemoryResult();
         List<String> topicPath = List.of(topicPathStr.split("->"));
         try {

src/main/java/work/slhaf/agent/core/memory/MemoryManager.java

@@ -5,9 +5,10 @@ import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
 import work.slhaf.agent.common.chat.pojo.Message;
 import work.slhaf.agent.common.config.Config;
-import work.slhaf.agent.common.pojo.PersistableObject;
+import work.slhaf.agent.common.serialize.PersistableObject;
 import work.slhaf.agent.core.memory.pojo.MemoryResult;
 import work.slhaf.agent.core.memory.pojo.MemorySlice;
+import work.slhaf.agent.core.memory.pojo.MemorySliceResult;
 import work.slhaf.agent.core.memory.pojo.User;
 import work.slhaf.agent.shared.memory.EvaluatedSlice;
 
@@ -17,6 +18,7 @@ import java.time.LocalDate;
 import java.time.LocalDateTime;
 import java.util.*;
 import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.CopyOnWriteArrayList;
 import java.util.concurrent.locks.Lock;
 import java.util.concurrent.locks.ReentrantLock;
 
@@ -66,12 +68,23 @@ public class MemoryManager extends PersistableObject {
         }));
     }
 
-    public MemoryResult selectMemory(String path) throws IOException, ClassNotFoundException {
-        return memoryGraph.selectMemory(path);
+    public MemoryResult selectMemory(String path) {
+        return cacheFilter(memoryGraph.selectMemory(path));
     }
 
     public MemoryResult selectMemory(LocalDate date) throws IOException, ClassNotFoundException {
-        return memoryGraph.selectMemory(date);
+        return cacheFilter(memoryGraph.selectMemory(date));
+    }
+
+    private MemoryResult cacheFilter(MemoryResult memoryResult) {
+        //过滤掉与缓存重复的切片
+        CopyOnWriteArrayList<MemorySliceResult> memorySliceResult = memoryResult.getMemorySliceResult();
+        List<MemorySlice> relatedMemorySliceResult = memoryResult.getRelatedMemorySliceResult();
+        getDialogMap().forEach((k,v) -> {
+            memorySliceResult.removeIf(m -> m.getMemorySlice().getSummary().equals(v));
+            relatedMemorySliceResult.removeIf(m -> m.getSummary().equals(v));
+        });
+        return memoryResult;
     }
 
     public void cleanSelectedSliceFilter() {
@@ -115,10 +128,6 @@ public class MemoryManager extends PersistableObject {
         return memoryGraph.getTopicTree();
     }
 
-/*    public ConcurrentHashMap<String, String> getStaticMemory(String userId) {
-        return memoryGraph.getStaticMemory().get(userId);
-    }*/
-
     public HashMap<LocalDateTime, String> getDialogMap() {
         return memoryGraph.getDialogMap();
     }
@@ -127,11 +136,7 @@ public class MemoryManager extends PersistableObject {
         return memoryGraph.getUserDialogMap().get(userId);
     }
 
-/*    public String getCharacter() {
-        return memoryGraph.getCharacter();
-    }*/
-
-    public void insertSlice(MemorySlice memorySlice, String topicPath) throws IOException, ClassNotFoundException {
+    public void insertSlice(MemorySlice memorySlice, String topicPath) {
         sliceInsertLock.lock();
         List<String> topicPathList = Arrays.stream(topicPath.split("->")).toList();
         memoryGraph.insertMemory(topicPathList, memorySlice);
@@ -145,13 +150,6 @@ public class MemoryManager extends PersistableObject {
         messageCleanLock.unlock();
     }
 
-/*    public void insertStaticMemory(String userId, Map<String, String> newStaticMemory) {
-        if (!memoryGraph.getStaticMemory().containsKey(userId)) {
-            memoryGraph.getStaticMemory().put(userId, new ConcurrentHashMap<>());
-        }
-        memoryGraph.getStaticMemory().get(userId).putAll(newStaticMemory);
-    }*/
-
     public void updateDialogMap(LocalDateTime dateTime, String newDialogCache) {
         memoryGraph.updateDialogMap(dateTime, newDialogCache);
     }
@@ -175,26 +173,25 @@ public class MemoryManager extends PersistableObject {
     }
 
     public String getActivatedSlicesStr(String userId) {
-        StringBuilder str = new StringBuilder();
         if (memoryManager.getActivatedSlices().containsKey(userId)) {
-            memoryManager.getActivatedSlices().get(userId).forEach(slice -> {
-                str.append("\n\n").append("[").append(slice.getDate()).append("]\n")
-                        .append(slice.getSummary());
-            });
-        }
+            StringBuilder str = new StringBuilder();
+            memoryManager.getActivatedSlices().get(userId).forEach(slice -> str.append("\n\n").append("[").append(slice.getDate()).append("]\n")
+                    .append(slice.getSummary()));
             return str.toString();
+        }else {
+            return null;
+        }
     }
 
     public String getDialogMapStr() {
         StringBuilder str = new StringBuilder();
-        memoryGraph.getDialogMap().forEach((dateTime, dialog) -> {
-            str.append("\n\n").append("[").append(dateTime).append("]\n")
-                    .append(dialog);
-        });
+        memoryGraph.getDialogMap().forEach((dateTime, dialog) -> str.append("\n\n").append("[").append(dateTime).append("]\n")
+                .append(dialog));
         return str.toString();
     }
 
     public String getUserDialogMapStr(String userId) {
+        if (memoryGraph.getUserDialogMap().containsKey(userId)) {
             StringBuilder str = new StringBuilder();
             Collection<String> dialogMapValues = memoryGraph.getDialogMap().values();
             memoryGraph.getUserDialogMap().get(userId).forEach((dateTime, dialog) -> {
@@ -205,5 +202,8 @@ public class MemoryManager extends PersistableObject {
                         .append(dialog);
             });
             return str.toString();
+        }else {
+            return null;
+        }
     }
 }

src/main/java/work/slhaf/agent/core/memory/node/MemoryNode.java

@@ -3,7 +3,7 @@ package work.slhaf.agent.core.memory.node;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.agent.common.pojo.PersistableObject;
+import work.slhaf.agent.common.serialize.PersistableObject;
 import work.slhaf.agent.core.memory.exception.NullSliceListException;
 import work.slhaf.agent.core.memory.pojo.MemorySlice;
 

src/main/java/work/slhaf/agent/core/memory/node/TopicNode.java

@@ -2,7 +2,7 @@ package work.slhaf.agent.core.memory.node;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.agent.common.pojo.PersistableObject;
+import work.slhaf.agent.common.serialize.PersistableObject;
 
 import java.io.Serial;
 import java.util.concurrent.ConcurrentHashMap;

src/main/java/work/slhaf/agent/core/memory/pojo/MemoryResult.java

@@ -2,7 +2,7 @@ package work.slhaf.agent.core.memory.pojo;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.agent.common.pojo.PersistableObject;
+import work.slhaf.agent.common.serialize.PersistableObject;
 
 import java.io.Serial;
 import java.util.List;
@@ -17,4 +17,10 @@ public class MemoryResult extends PersistableObject {
 
     private CopyOnWriteArrayList<MemorySliceResult> memorySliceResult;
     private List<MemorySlice> relatedMemorySliceResult;
+
+    public boolean isEmpty(){
+        boolean a = memorySliceResult == null || memorySliceResult.isEmpty();
+        boolean b = relatedMemorySliceResult == null || relatedMemorySliceResult.isEmpty();
+        return a && b;
+    }
 }

src/main/java/work/slhaf/agent/core/memory/pojo/MemorySlice.java

@@ -4,7 +4,7 @@ import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.ToString;
 import work.slhaf.agent.common.chat.pojo.Message;
-import work.slhaf.agent.common.pojo.PersistableObject;
+import work.slhaf.agent.common.serialize.PersistableObject;
 
 import java.io.Serial;
 import java.util.List;

src/main/java/work/slhaf/agent/core/memory/pojo/MemorySliceResult.java

@@ -1,9 +1,18 @@
 package work.slhaf.agent.core.memory.pojo;
 
 import lombok.Data;
+import lombok.EqualsAndHashCode;
+import work.slhaf.agent.common.serialize.PersistableObject;
 
+import java.io.Serial;
+
+@EqualsAndHashCode(callSuper = true)
 @Data
-public class MemorySliceResult {
+public class MemorySliceResult extends PersistableObject {
+
+    @Serial
+    private static final long serialVersionUID = 1L;
+
     private MemorySlice sliceBefore;
     private MemorySlice memorySlice;
     private MemorySlice sliceAfter;

src/main/java/work/slhaf/agent/core/memory/pojo/User.java

@@ -2,7 +2,7 @@ package work.slhaf.agent.core.memory.pojo;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.agent.common.pojo.PersistableObject;
+import work.slhaf.agent.common.serialize.PersistableObject;
 
 import java.io.Serial;
 import java.util.List;

src/main/java/work/slhaf/agent/core/session/SessionManager.java

@@ -1,12 +1,13 @@
 package work.slhaf.agent.core.session;
 
+import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
 import work.slhaf.agent.common.chat.pojo.Message;
 import work.slhaf.agent.common.chat.pojo.MetaMessage;
 import work.slhaf.agent.common.config.Config;
-import work.slhaf.agent.common.pojo.PersistableObject;
+import work.slhaf.agent.common.serialize.PersistableObject;
 
 import java.io.*;
 import java.nio.file.Files;
@@ -67,14 +68,14 @@ public class SessionManager extends PersistableObject {
     }
 
     public void addMetaMessage(String userId, MetaMessage metaMessage) {
-        log.debug("[SessionManager] 当前会话历史: {}", singleMetaMessageMap);
+        log.debug("[SessionManager] 当前会话历史: {}", JSONObject.toJSONString(singleMetaMessageMap));
         if (singleMetaMessageMap.containsKey(userId)) {
             singleMetaMessageMap.get(userId).add(metaMessage);
         } else {
             singleMetaMessageMap.put(userId, new java.util.ArrayList<>());
             singleMetaMessageMap.get(userId).add(metaMessage);
         }
-        log.debug("[SessionManager] 会话历史更新: {}", singleMetaMessageMap);
+        log.debug("[SessionManager] 会话历史更新: {}", JSONObject.toJSONString(singleMetaMessageMap));
     }
 
     public List<Message> unpackAndClear(String userId) {

src/main/java/work/slhaf/agent/gateway/AgentWebSocketServer.java

@@ -8,8 +8,8 @@ import org.java_websocket.WebSocket;
 import org.java_websocket.framing.Framedata;
 import org.java_websocket.handshake.ClientHandshake;
 import org.java_websocket.server.WebSocketServer;
-import work.slhaf.agent.core.interaction.InputReceiver;
-import work.slhaf.agent.core.interaction.InteractionThreadPoolExecutor;
+import work.slhaf.agent.common.thread.InteractionThreadPoolExecutor;
+import work.slhaf.agent.core.interaction.agent_interface.InputReceiver;
 import work.slhaf.agent.core.interaction.data.InteractionInputData;
 import work.slhaf.agent.core.interaction.data.InteractionOutputData;
 

src/main/java/work/slhaf/agent/module/common/AppendPrompt.java

@@ -1,10 +0,0 @@
-package work.slhaf.agent.module.common;
-
-import work.slhaf.agent.core.interaction.data.InteractionContext;
-
-/**
- * 用于在前置模块设置追加提示词
- */
-public interface AppendPrompt {
-    void setAppendedPrompt(InteractionContext context);
-}

src/main/java/work/slhaf/agent/module/common/AppendPromptData.java

@@ -6,6 +6,6 @@ import java.util.HashMap;
 
 @Data
 public class AppendPromptData {
-    private String comment;
+    private String moduleName;
     private HashMap<String,String> appendedPrompt;
 }

src/main/java/work/slhaf/agent/module/common/Model.java

@@ -20,20 +20,6 @@ public class Model {
     protected static void setModel(Model model, String model_key, String promptModule, boolean withAwareness) {
         ModelConfig modelConfig = ModelConfig.load(model_key);
 
-        /*if (memoryGraph.getModelPrompt().containsKey(model_key)) {
-            model.setPrompt(memoryGraph.getModelPrompt().get(model_key));
-        } else {
-            model.setPrompt(prompt);
-            memoryGraph.getModelPrompt().put(model_key, prompt);
-        }
-        if (memoryGraph.getChatMessages() == null) {
-            List<Message> tempMessages = new ArrayList<>();
-            tempMessages.add(new Message(ChatConstant.Character.SYSTEM, model.getPrompt()));
-            model.setMessages(tempMessages);
-            memoryGraph.setChatMessages(tempMessages);
-        } else {
-            model.setMessages(memoryGraph.getChatMessages());
-        }*/
         model.setBaseMessages(withAwareness ? ResourcesUtil.Prompt.loadPromptWithSelfAwareness(model_key, promptModule) : ResourcesUtil.Prompt.loadPrompt(model_key, promptModule));
         model.setChatClient(new ChatClient(modelConfig.getBaseUrl(), modelConfig.getApikey(), modelConfig.getModel()));
     }

src/main/java/work/slhaf/agent/module/common/PreModuleActions.java

@@ -0,0 +1,11 @@
+package work.slhaf.agent.module.common;
+
+import work.slhaf.agent.core.interaction.data.context.InteractionContext;
+
+/**
+ * 用于在前置模块设置追加提示词
+ */
+public interface PreModuleActions {
+    void setAppendedPrompt(InteractionContext context);
+    void setActiveModule(InteractionContext context);
+}

src/main/java/work/slhaf/agent/module/modules/core/CoreModel.java

@@ -8,8 +8,8 @@ import work.slhaf.agent.common.chat.constant.ChatConstant;
 import work.slhaf.agent.common.chat.pojo.ChatResponse;
 import work.slhaf.agent.common.chat.pojo.Message;
 import work.slhaf.agent.common.chat.pojo.MetaMessage;
-import work.slhaf.agent.core.interaction.InteractionModule;
-import work.slhaf.agent.core.interaction.data.InteractionContext;
+import work.slhaf.agent.core.interaction.data.context.InteractionContext;
+import work.slhaf.agent.core.interaction.module.InteractionModule;
 import work.slhaf.agent.core.memory.MemoryManager;
 import work.slhaf.agent.core.session.SessionManager;
 import work.slhaf.agent.module.common.AppendPromptData;
@@ -17,7 +17,10 @@ import work.slhaf.agent.module.common.Model;
 import work.slhaf.agent.module.common.ModelConstant;
 
 import java.io.IOException;
+import java.time.LocalDateTime;
+import java.time.format.DateTimeFormatter;
 import java.util.ArrayList;
+import java.util.HashMap;
 import java.util.List;
 
 import static work.slhaf.agent.common.util.ExtractUtil.extractJson;
@@ -29,7 +32,6 @@ public class CoreModel extends Model implements InteractionModule {
 
     public static final String MODEL_KEY = "core_model";
     private static volatile CoreModel coreModel;
-    private static List<Message> baseMessagesCache;
 
     private MemoryManager memoryManager;
     private SessionManager sessionManager;
@@ -45,9 +47,9 @@ public class CoreModel extends Model implements InteractionModule {
                     coreModel = new CoreModel();
                     coreModel.memoryManager = MemoryManager.getInstance();
                     coreModel.chatMessages = coreModel.memoryManager.getChatMessages();
+                    coreModel.appendedMessages = new ArrayList<>();
                     coreModel.sessionManager = SessionManager.getInstance();
                     setModel(coreModel, MODEL_KEY, ModelConstant.Prompt.CORE, true);
-                    baseMessagesCache = coreModel.getBaseMessages();
                     coreModel.updateChatClientSettings();
                     log.info("[CoreModel] CoreModel注册完毕...");
                 }
@@ -58,18 +60,20 @@ public class CoreModel extends Model implements InteractionModule {
 
     @Override
     public void execute(InteractionContext interactionContext) {
-        log.debug("[CoreModel] 主对话流程开始...");
-        List<AppendPromptData> appendedPrompt = interactionContext.getAppendedPrompt();
-        if (!appendedPrompt.isEmpty()) {
+        String userId = interactionContext.getUserId();
+        log.debug("[CoreModel] 主对话流程开始: {}", userId);
+        List<AppendPromptData> appendedPrompt = interactionContext.getModuleContext().getAppendedPrompt();
+        int appendedPromptSize = getAppendedPromptSize(appendedPrompt);
+        if (appendedPromptSize > 0) {
             setAppendedPromptMessage(appendedPrompt);
         }
+        activateModule(interactionContext);
         setMessageCount(interactionContext);
 
         log.debug("[CoreModel] 当前消息列表大小: {}", this.chatMessages.size());
         log.debug("[CoreModel] 当前核心prompt内容: {}", interactionContext.getCoreContext().toString());
 
-//        Message strengthenMessage = new Message(ChatConstant.Character.SYSTEM, STRENGTHEN_PROMPT);
-        setMessage(/*strengthenMessage, */interactionContext.getCoreContext().toString());
+        setMessage(interactionContext.getCoreContext().toString());
         JSONObject response = new JSONObject();
 
         int count = 0;
@@ -81,10 +85,9 @@ public class CoreModel extends Model implements InteractionModule {
                 } catch (Exception e) {
                     log.warn("主模型回复格式出错, 将直接作为消息返回, 建议尝试更换主模型...");
                     handleExceptionResponse(response, chatResponse.getMessage(), interactionContext);
-                    break;
                 }
                 log.debug("[CoreModel] CoreModel 响应内容: {}", response);
-                handleResponse(interactionContext, response, chatResponse);
+                updateModuleContextAndChatMessages(interactionContext, response.getString("text"), chatResponse);
                 break;
             } catch (Exception e) {
                 count++;
@@ -95,18 +98,35 @@ public class CoreModel extends Model implements InteractionModule {
                     break;
                 }
             } finally {
-//                this.chatMessages.remove(strengthenMessage);
-                interactionContext.setCoreResponse(response);
-                resetBaseAndAppendedMessages();
+                updateCoreResponse(interactionContext, response);
+                resetAppendedMessages();
                 log.debug("[CoreModel] 消息列表更新大小: {}", this.chatMessages.size());
             }
         }
-        log.debug("[CoreModel] 主对话流程结果: {}", interactionContext);
+        log.debug("[CoreModel] 主对话流程({})结束...", userId);
     }
 
-    private void resetBaseAndAppendedMessages() {
-        this.baseMessages.clear();
-        this.baseMessages.addAll(baseMessagesCache);
+    private int getAppendedPromptSize(List<AppendPromptData> appendedPrompt) {
+        int size = 0;
+        for (AppendPromptData data : appendedPrompt) {
+            size += data.getAppendedPrompt().size();
+        }
+        return size;
+    }
+
+    private void activateModule(InteractionContext context) {
+        HashMap<String, Boolean> activeModules = context.getCoreContext().getActiveModules();
+        for (AppendPromptData data : context.getModuleContext().getAppendedPrompt()) {
+            if (data.getAppendedPrompt().isEmpty()) continue;
+            activeModules.put(data.getModuleName(), true);
+        }
+    }
+
+    private void updateCoreResponse(InteractionContext interactionContext, JSONObject response) {
+        interactionContext.getCoreResponse().put("text", response.getString("text"));
+    }
+
+    private void resetAppendedMessages() {
         this.appendedMessages.clear();
     }
 
@@ -118,14 +138,16 @@ public class CoreModel extends Model implements InteractionModule {
         return this.chatClient.runChat(temp);
     }
 
-    private void handleResponse(InteractionContext interactionContext, JSONObject response, ChatResponse chatResponse) {
+    private void updateModuleContextAndChatMessages(InteractionContext interactionContext, String response, ChatResponse chatResponse) {
         this.chatMessages.removeLast();
-        Message primaryUserMessage = new Message(ChatConstant.Character.USER, interactionContext.getCoreContext().getString("text"));
+        //添加时间标志
+        String dateTime = LocalDateTime.now().format(DateTimeFormatter.ofPattern("\r\n**[yyyy-MM-dd HH:mm:ss]"));
+        Message primaryUserMessage = new Message(ChatConstant.Character.USER, interactionContext.getCoreContext().getText() + dateTime);
         this.chatMessages.add(primaryUserMessage);
-        Message assistantMessage = new Message(ChatConstant.Character.ASSISTANT, response.getString("text"));
+        Message assistantMessage = new Message(ChatConstant.Character.ASSISTANT, response);
         this.chatMessages.add(assistantMessage);
         //设置上下文
-        interactionContext.getModuleContext().put("total_token", chatResponse.getUsageBean().getTotal_tokens());
+        interactionContext.getModuleContext().getExtraContext().put("total_token", chatResponse.getUsageBean().getTotal_tokens());
         //区分单人聊天场景
         if (interactionContext.isSingle()) {
             MetaMessage metaMessage = new MetaMessage(primaryUserMessage, assistantMessage);
@@ -133,8 +155,7 @@ public class CoreModel extends Model implements InteractionModule {
         }
     }
 
-    private void setMessage(/*Message strengthenMessage,*/ String coreContextStr) {
-//        this.chatMessages.add(strengthenMessage);
+    private void setMessage(String coreContextStr) {
         Message userMessage = new Message(ChatConstant.Character.USER, coreContextStr);
         this.chatMessages.add(userMessage);
     }
@@ -142,25 +163,24 @@ public class CoreModel extends Model implements InteractionModule {
     private void handleExceptionResponse(JSONObject response, String chatResponse, InteractionContext interactionContext) {
         response.put("text", chatResponse);
         interactionContext.setFinished(true);
+
     }
 
     private void setMessageCount(InteractionContext interactionContext) {
-        int moduleMessageCount = appendedMessages.size();
-        int messageCount = chatMessages.size() - moduleMessageCount;
-        interactionContext.getModuleContext().put("message_count", messageCount);
+        interactionContext.getModuleContext().getExtraContext().put("message_count", chatMessages.size());
     }
 
     private void setAppendedPromptMessage(List<AppendPromptData> appendPrompt) {
         Message appendDeclareMessage = Message.builder()
                 .role(ChatConstant.Character.USER)
-//                .content(ModelConstant.CharacterPrefix.SYSTEM + "以下为追加字段声明，可能包含用户的输入字段和你需要在回应中添加的输出字段.")
-                .content(ModelConstant.CharacterPrefix.SYSTEM + "以下为你的相关认知内容，可在对话中参考")
+                .content(ModelConstant.CharacterPrefix.SYSTEM + "以下为‘你’的相关认知内容，可在对话中参考")
                 .build();
         this.appendedMessages.add(appendDeclareMessage);
         for (AppendPromptData data : appendPrompt) {
             setStartMessage(data);
             setContentMessage(data);
             setEndMessage(data);
+            setAssistantMessage();
         }
         Message appendEndMessage = Message.builder()
                 .role(ChatConstant.Character.USER)
@@ -169,10 +189,17 @@ public class CoreModel extends Model implements InteractionModule {
         this.appendedMessages.add(appendEndMessage);
     }
 
+    private void setAssistantMessage() {
+        appendedMessages.add(Message.builder()
+                .role(ChatConstant.Character.ASSISTANT)
+                .content("明白了")
+                .build());
+    }
+
     private void setEndMessage(AppendPromptData data) {
         Message endMessage = Message.builder()
                 .role(ChatConstant.Character.USER)
-                .content(ModelConstant.CharacterPrefix.SYSTEM + data.getComment() + "认知补充结束.")
+                .content(ModelConstant.CharacterPrefix.SYSTEM + data.getModuleName() + "认知补充结束.")
                 .build();
         appendedMessages.add(endMessage);
     }
@@ -181,7 +208,7 @@ public class CoreModel extends Model implements InteractionModule {
         data.getAppendedPrompt().forEach((k, v) -> {
             Message contentMessage = Message.builder()
                     .role(ChatConstant.Character.USER)
-                    .content(ModelConstant.CharacterPrefix.SYSTEM + k + v)
+                    .content(ModelConstant.CharacterPrefix.SYSTEM + k + v + "\r\n")
                     .build();
             appendedMessages.add(contentMessage);
         });
@@ -190,7 +217,7 @@ public class CoreModel extends Model implements InteractionModule {
     private void setStartMessage(AppendPromptData data) {
         Message startMessage = Message.builder()
                 .role(ChatConstant.Character.USER)
-                .content(ModelConstant.CharacterPrefix.SYSTEM + data.getComment() + "以下为" + data.getComment() + "相关认知.")
+                .content(ModelConstant.CharacterPrefix.SYSTEM + data.getModuleName() + "以下为" + data.getModuleName() + "相关认知.")
                 .build();
         appendedMessages.add(startMessage);
     }

src/main/java/work/slhaf/agent/module/modules/memory/selector/MemorySelector.java

@@ -1,18 +1,19 @@
 package work.slhaf.agent.module.modules.memory.selector;
 
+import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
 import work.slhaf.agent.common.exception_handler.GlobalExceptionHandler;
 import work.slhaf.agent.common.exception_handler.pojo.GlobalException;
-import work.slhaf.agent.core.interaction.InteractionModule;
-import work.slhaf.agent.core.interaction.data.InteractionContext;
+import work.slhaf.agent.core.interaction.data.context.InteractionContext;
+import work.slhaf.agent.core.interaction.module.InteractionModule;
 import work.slhaf.agent.core.memory.MemoryManager;
 import work.slhaf.agent.core.memory.exception.UnExistedDateIndexException;
 import work.slhaf.agent.core.memory.exception.UnExistedTopicException;
 import work.slhaf.agent.core.memory.pojo.MemoryResult;
 import work.slhaf.agent.core.memory.pojo.MemorySlice;
-import work.slhaf.agent.module.common.AppendPrompt;
 import work.slhaf.agent.module.common.AppendPromptData;
+import work.slhaf.agent.module.common.PreModuleActions;
 import work.slhaf.agent.module.modules.memory.selector.evaluator.SliceSelectEvaluator;
 import work.slhaf.agent.module.modules.memory.selector.evaluator.data.EvaluatorInput;
 import work.slhaf.agent.module.modules.memory.selector.extractor.MemorySelectExtractor;
@@ -29,38 +30,10 @@ import java.util.List;
 
 @Data
 @Slf4j
-public class MemorySelector implements InteractionModule, AppendPrompt {
+public class MemorySelector implements InteractionModule, PreModuleActions {
 
     private static volatile MemorySelector memorySelector;
-/*    public static final String appendPrompt = """
-            新增输入字段示例:
-            
-            "memory_slices": [{ //记忆切片，可能为多个
-                "chatMessages": [{
-                    "role": "user"/"assistant", //该信息发送者
-                    "content": "消息内容"
-                }],
-                "date": "2024-03-20", //切片日期
-                "summary": "切片总结"
-            }],
-            "static_memory": "对于该用户的常识性记忆，如爱好、住处、生日",
-            "dialog_map": { //近两日的与所有用户的对话缓存
-                "2023-01-01T11:30": "用户a[dawgbi-dwa-ccc] 尝试分享生活点滴并营造氛围感",
-                "2023-01-02T11:30": "用户b[dawgbi-dwa-ccc] 尝试分享生活点滴并营造氛围感"
-            }
-            "user_dialog_map": { //与当前用户的近两日对话缓存
-                "2023-01-01T11:30": "与用户讨论了...",
-                "2023-01-02T11:30": "与用户讨论了..."
-            }
-            
-            无新增输出字段
-            
-            ##注意
-              a. 这些字段中可能出现的第一人称描述都是指`Partner`，即你所属的智能体，当前用户正在对话的对象
-              b. `dialog_map`和`user_dialog_map`中，值都将以`用户昵称[用户uuid]`开头，你需要正确区分不同用户
-              c. 若`text`字段，即用户的真正输入内容未涉及`dialog_map`, `user_dialog_map`等字段中的内容，你需要仅根据用户的输入来确定如何回复.当用户未提及时，这两个字段中的内容时，你不需要主动提起.
-              d. 做出回应时，你需要考虑上述新增字段与当前的时间差异
-            """;*/
+    private static final String MODULE_NAME = "[记忆模块]";
 
     private MemoryManager memoryManager;
     private SliceSelectEvaluator sliceSelectEvaluator;
@@ -84,25 +57,26 @@ public class MemorySelector implements InteractionModule, AppendPrompt {
     }
 
     @Override
-    public void execute(InteractionContext interactionContext) throws IOException, ClassNotFoundException, InterruptedException {
+    public void execute(InteractionContext interactionContext) throws IOException, ClassNotFoundException {
         log.debug("[MemorySelector] 记忆回溯流程开始...");
         String userId = interactionContext.getUserId();
         //获取主题路径
         ExtractorResult extractorResult = memorySelectExtractor.execute(interactionContext);
         if (extractorResult.isRecall() || !extractorResult.getMatches().isEmpty()) {
+            if (memoryManager.getActivatedSlices().get(userId) != null) {
                 memoryManager.getActivatedSlices().get(userId).clear();
+            }
             List<EvaluatedSlice> evaluatedSlices = selectAndEvaluateMemory(interactionContext, extractorResult);
             memoryManager.updateActivatedSlices(userId, evaluatedSlices);
         }
-        //设置上下文
-//        setCoreContext(interactionContext);
         //设置追加提示词
         setAppendedPrompt(interactionContext);
         setModuleContextRecall(interactionContext);
-        log.debug("[MemorySelector] 记忆回溯结果: {}", interactionContext);
+        setActiveModule(interactionContext);
+        log.debug("[MemorySelector] 记忆回溯完成...");
     }
 
-    private List<EvaluatedSlice> selectAndEvaluateMemory(InteractionContext interactionContext, ExtractorResult extractorResult) throws IOException, ClassNotFoundException, InterruptedException {
+    private List<EvaluatedSlice> selectAndEvaluateMemory(InteractionContext interactionContext, ExtractorResult extractorResult) throws IOException, ClassNotFoundException {
         log.debug("[MemorySelector] 触发记忆回溯...");
         //查找切片
         String userId = interactionContext.getUserId();
@@ -114,20 +88,12 @@ public class MemorySelector implements InteractionModule, AppendPrompt {
                 .memoryResults(memoryResultList)
                 .messages(memoryManager.getChatMessages())
                 .build();
-        log.debug("[MemorySelector] 切片评估输入: {}", evaluatorInput);
+        log.debug("[MemorySelector] 切片评估输入: {}", JSONObject.toJSONString(evaluatorInput));
         List<EvaluatedSlice> memorySlices = sliceSelectEvaluator.execute(evaluatorInput);
-        log.debug("[MemorySelector] 切片评估结果: {}", memorySlices);
+        log.debug("[MemorySelector] 切片评估结果: {}", JSONObject.toJSONString(memorySlices));
         return memorySlices;
     }
 
-    /*private void setCoreContext(InteractionContext interactionContext) {
-        String userId = interactionContext.getUserId();
-        interactionContext.getCoreContext().put("memory_slices", memoryManager.getActivatedSlices().get(userId));
-//        interactionContext.getCoreContext().put("static_memory", memoryManager.getStaticMemory(userId));
-        interactionContext.getCoreContext().put("dialog_map", memoryManager.getDialogMap());
-        interactionContext.getCoreContext().put("user_dialog_map", memoryManager.getUserDialogMap(userId));
-    }*/
-
     private void setModuleContextRecall(InteractionContext interactionContext) {
         String userId = interactionContext.getUserId();
         boolean recall;
@@ -136,9 +102,9 @@ public class MemorySelector implements InteractionModule, AppendPrompt {
         } else {
             recall = !memoryManager.getActivatedSlices().get(userId).isEmpty();
         }
-        interactionContext.getModuleContext().put("recall", recall);
+        interactionContext.getModuleContext().getExtraContext().put("recall", recall);
         if (recall) {
-            interactionContext.getModuleContext().put("recall_count", memoryManager.getActivatedSlices().get(userId).size());
+            interactionContext.getModuleContext().getExtraContext().put("recall_count", memoryManager.getActivatedSlices().get(userId).size());
         }
     }
 
@@ -152,7 +118,7 @@ public class MemorySelector implements InteractionModule, AppendPrompt {
                             memoryManager.selectMemory(LocalDate.parse(match.getText()));
                     default -> null;
                 };
-                if (memoryResult == null) continue;
+                if (memoryResult == null || memoryResult.isEmpty()) continue;
                 removeDuplicateSlice(memoryResult);
                 memoryResultList.add(memoryResult);
             } catch (UnExistedDateIndexException | UnExistedTopicException e) {
@@ -190,11 +156,16 @@ public class MemorySelector implements InteractionModule, AppendPrompt {
         String userId = context.getUserId();
         HashMap<String, String> map = getPromptDataMap(userId);
         AppendPromptData data = new AppendPromptData();
-        data.setComment("[记忆模块]");
+        data.setModuleName(MODULE_NAME);
         data.setAppendedPrompt(map);
         context.setAppendedPrompt(data);
     }
 
+    @Override
+    public void setActiveModule(InteractionContext context) {
+        context.getCoreContext().addActiveModule(MODULE_NAME);
+    }
+
     private HashMap<String, String> getPromptDataMap(String userId) {
         HashMap<String, String> map = new HashMap<>();
         String dialogMapStr = memoryManager.getDialogMapStr();
@@ -203,12 +174,12 @@ public class MemorySelector implements InteractionModule, AppendPrompt {
         }
 
         String userDialogMapStr = memoryManager.getUserDialogMapStr(userId);
-        if (!userDialogMapStr.isEmpty()) {
-            map.put("[用户记忆缓存] <与最新一条消息的发送者的近两天对话记忆印象, 可能与[记忆缓存]稍有重复>", "与当前用户的近两日对话缓存");
+        if (userDialogMapStr != null && !userDialogMapStr.isEmpty()) {
+            map.put("[用户记忆缓存] <与最新一条消息的发送者的近两天对话记忆印象, 可能与[记忆缓存]稍有重复>", userDialogMapStr);
         }
 
         String sliceStr = memoryManager.getActivatedSlicesStr(userId);
-        if (!sliceStr.isEmpty()){
+        if (sliceStr != null && !sliceStr.isEmpty()) {
             map.put("[记忆切片] <你与最新一条消息的发送者的相关回忆, 不会与[记忆缓存]重复, 如果有重复你也可以指出来()>", sliceStr);
         }
         return map;

src/main/java/work/slhaf/agent/module/modules/memory/selector/evaluator/SliceSelectEvaluator.java

@@ -6,7 +6,7 @@ import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.agent.core.interaction.InteractionThreadPoolExecutor;
+import work.slhaf.agent.common.thread.InteractionThreadPoolExecutor;
 import work.slhaf.agent.core.memory.MemoryManager;
 import work.slhaf.agent.core.memory.pojo.MemoryResult;
 import work.slhaf.agent.core.memory.pojo.MemorySlice;
@@ -55,7 +55,7 @@ public class SliceSelectEvaluator extends Model {
         return sliceSelectEvaluator;
     }
 
-    public List<EvaluatedSlice> execute(EvaluatorInput evaluatorInput) throws InterruptedException {
+    public List<EvaluatedSlice> execute(EvaluatorInput evaluatorInput) {
         log.debug("[SliceSelectEvaluator] 切片评估模块开始...");
         List<MemoryResult> memoryResultList = evaluatorInput.getMemoryResults();
         List<Callable<Void>> tasks = new ArrayList<>();
@@ -78,9 +78,9 @@ public class SliceSelectEvaluator extends Model {
                             .memory_slices(sliceSummaryList)
                             .history(evaluatorInput.getMessages())
                             .build();
-                    log.debug("[SliceSelectEvaluator] 评估[{}]输入: {}", thisCount, batchInput);
+                    log.debug("[SliceSelectEvaluator] 评估[{}]输入: {}", thisCount, JSONObject.toJSONString(batchInput));
                     EvaluatorResult evaluatorResult = JSONObject.parseObject(extractJson(singleChat(JSONUtil.toJsonStr(batchInput)).getMessage()), EvaluatorResult.class);
-                    log.debug("[SliceSelectEvaluator] 评估[{}]结果: {}", thisCount, evaluatorResult);
+                    log.debug("[SliceSelectEvaluator] 评估[{}]结果: {}", thisCount, JSONObject.toJSONString(evaluatorResult));
                     for (Long result : evaluatorResult.getResults()) {
                         SliceSummary sliceSummary = map.get(result);
                         EvaluatedSlice evaluatedSlice = EvaluatedSlice.builder()
@@ -99,25 +99,10 @@ public class SliceSelectEvaluator extends Model {
 
         executor.invokeAll(tasks, 30, TimeUnit.SECONDS);
         log.debug("[SliceSelectEvaluator] 评估模块结束, 输出队列: {}", queue);
-        return queue.stream().toList();
+        List<EvaluatedSlice> temp = queue.stream().toList();
+        return new  ArrayList<>(temp);
     }
 
-/*    private void setEvaluatedSliceMessages(EvaluatedSlice evaluatedSlice, MemoryResult memoryResult, Long id) {
-        //补充消息列表
-        for (MemorySliceResult memorySliceResult : memoryResult.getMemorySliceResult()) {
-            if (memorySliceResult.getMemorySlice().getTimestamp().equals(id)) {
-                evaluatedSlice.setChatMessages(memorySliceResult.getMemorySlice().getChatMessages());
-                return;
-            }
-        }
-        for (MemorySlice memorySlice : memoryResult.getRelatedMemorySliceResult()) {
-            if (memorySlice.getTimestamp().equals(id)) {
-                evaluatedSlice.setChatMessages(memorySlice.getChatMessages());
-                return;
-            }
-        }
-    }*/
-
     private void setSliceSummaryList(MemoryResult memoryResult, List<SliceSummary> sliceSummaryList, Map<Long, SliceSummary> map) {
         for (MemorySliceResult memorySliceResult : memoryResult.getMemorySliceResult()) {
 

src/main/java/work/slhaf/agent/module/modules/memory/selector/extractor/MemorySelectExtractor.java

@@ -9,7 +9,7 @@ import work.slhaf.agent.common.chat.pojo.Message;
 import work.slhaf.agent.common.chat.pojo.MetaMessage;
 import work.slhaf.agent.common.exception_handler.GlobalExceptionHandler;
 import work.slhaf.agent.common.exception_handler.pojo.GlobalException;
-import work.slhaf.agent.core.interaction.data.InteractionContext;
+import work.slhaf.agent.core.interaction.data.context.InteractionContext;
 import work.slhaf.agent.core.memory.MemoryManager;
 import work.slhaf.agent.core.session.SessionManager;
 import work.slhaf.agent.module.common.Model;
@@ -75,7 +75,7 @@ public class MemorySelectExtractor extends Model {
                     .topic_tree(memoryManager.getTopicTree())
                     .activatedMemorySlices(activatedMemorySlices)
                     .build();
-            log.debug("[MemorySelectExtractor] 主题提取输入: {}", extractorInput);
+            log.debug("[MemorySelectExtractor] 主题提取输入: {}", JSONObject.toJSONString(extractorInput));
             String responseStr = extractJson(singleChat(JSONUtil.toJsonPrettyStr(extractorInput)).getMessage());
             extractorResult = JSONObject.parseObject(responseStr, ExtractorResult.class);
             log.debug("[MemorySelectExtractor] 主题提取结果: {}", extractorResult);

src/main/java/work/slhaf/agent/module/modules/memory/updater/MemoryUpdater.java

@@ -5,14 +5,13 @@ import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
 import work.slhaf.agent.common.chat.constant.ChatConstant;
 import work.slhaf.agent.common.chat.pojo.Message;
-import work.slhaf.agent.core.interaction.InteractionModule;
-import work.slhaf.agent.core.interaction.InteractionThreadPoolExecutor;
-import work.slhaf.agent.core.interaction.data.InteractionContext;
+import work.slhaf.agent.common.thread.InteractionThreadPoolExecutor;
+import work.slhaf.agent.core.interaction.data.context.InteractionContext;
+import work.slhaf.agent.core.interaction.module.InteractionModule;
 import work.slhaf.agent.core.memory.MemoryManager;
 import work.slhaf.agent.core.memory.pojo.MemorySlice;
 import work.slhaf.agent.core.session.SessionManager;
 import work.slhaf.agent.module.modules.memory.selector.extractor.MemorySelectExtractor;
-import work.slhaf.agent.module.modules.memory.updater.exception.UnExpectedMessageCountException;
 import work.slhaf.agent.module.modules.memory.updater.summarizer.MemorySummarizer;
 import work.slhaf.agent.module.modules.memory.updater.summarizer.data.SummarizeInput;
 import work.slhaf.agent.module.modules.memory.updater.summarizer.data.SummarizeResult;
@@ -22,6 +21,7 @@ import java.time.LocalDateTime;
 import java.util.*;
 import java.util.concurrent.Callable;
 import java.util.concurrent.atomic.AtomicInteger;
+import java.util.concurrent.locks.ReentrantLock;
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 
@@ -33,18 +33,21 @@ public class MemoryUpdater implements InteractionModule {
 
     private static final String USERID_REGEX = "\\[.*\\(([^)]+)\\)\\]";
     private static final long SCHEDULED_UPDATE_INTERVAL = 10 * 1000;
-    private static final long UPDATE_TRIGGER_INTERVAL = 30 * 60 * 1000;
+    private static final long UPDATE_TRIGGER_INTERVAL = 60 * 60 * 1000;
     //    private static final int TRIGGER_TOKEN_LIMIT = 5 * 1000;
     private static final int TOKEN_PER_RECALL = 230;
-    private static final int TRIGGER_ROLL_LIMIT = 32;
+    private static final int TRIGGER_ROLL_LIMIT = 24;
 
     private MemoryManager memoryManager;
     private InteractionThreadPoolExecutor executor;
     private MemorySelectExtractor memorySelectExtractor;
     private MemorySummarizer memorySummarizer;
     private SessionManager sessionManager;
-//    private StaticMemoryExtractor staticMemoryExtractor;
-    private int moduleMessageCount = 0;
+    /**
+     * 用于临时存储完整对话记录，在MemoryManager的分离后
+     */
+    private List<Message> tempMessage;
+    private final ReentrantLock messageUpdateLock = new ReentrantLock();
 
     private MemoryUpdater() {
     }
@@ -58,7 +61,6 @@ public class MemoryUpdater implements InteractionModule {
                     memoryUpdater.setMemorySelectExtractor(MemorySelectExtractor.getInstance());
                     memoryUpdater.setMemorySummarizer(MemorySummarizer.getInstance());
                     memoryUpdater.setSessionManager(SessionManager.getInstance());
-//                    memoryUpdater.setStaticMemoryExtractor(StaticMemoryExtractor.getInstance());
                     memoryUpdater.setExecutor(InteractionThreadPoolExecutor.getInstance());
                     memoryUpdater.setScheduledUpdater();
                 }
@@ -77,13 +79,14 @@ public class MemoryUpdater implements InteractionModule {
                     int chatCount = memoryManager.getChatMessages().size();
                     if (lastUpdatedTime != 0 && currentTime - lastUpdatedTime > UPDATE_TRIGGER_INTERVAL && chatCount > 1) {
                         updateMemory();
+                        memoryManager.getChatMessages().clear();
                         //重置MemoryId
                         sessionManager.refreshMemoryId();
                         log.info("[MemoryUpdater] 记忆更新: 自动触发");
                     }
                     Thread.sleep(SCHEDULED_UPDATE_INTERVAL);
                 } catch (Exception e) {
-                    log.error("[MemoryUpdater] 记忆自动更新线程出错: {}", e.getLocalizedMessage());
+                    log.error("[MemoryUpdater] 记忆自动更新线程出错: ", e);
                 }
             }
             log.info("[MemoryUpdater] 记忆自动更新线程结束");
@@ -98,7 +101,7 @@ public class MemoryUpdater implements InteractionModule {
         }
         executor.execute(() -> {
             //如果token 大于阈值，则更新记忆
-            JSONObject moduleContext = interactionContext.getModuleContext();
+            JSONObject moduleContext = interactionContext.getModuleContext().getExtraContext();
             boolean recall = moduleContext.getBoolean("recall");
             if (recall) {
                 log.debug("[MemoryUpdater] 存在回忆");
@@ -106,10 +109,12 @@ public class MemoryUpdater implements InteractionModule {
                 log.debug("[MemoryUpdater] 记忆切片数量 [{}]", recallCount);
             }
             int messageCount = memoryManager.getChatMessages().size();
-            if (messageCount > TRIGGER_ROLL_LIMIT) {
+            if (messageCount >= TRIGGER_ROLL_LIMIT) {
                 try {
                     log.debug("[MemoryUpdater] 记忆更新: 已达{}轮", TRIGGER_ROLL_LIMIT);
                     updateMemory();
+                    //清空chatMessages
+                    clearChatMessages();
                 } catch (Exception e) {
                     log.error("[MemoryUpdater] 记忆更新线程出错: ", e);
                 }
@@ -120,13 +125,12 @@ public class MemoryUpdater implements InteractionModule {
 
     private void updateMemory() {
         log.debug("[MemoryUpdater] 记忆更新流程开始...");
+        tempMessage = new ArrayList<>(memoryManager.getChatMessages());
         HashMap<String, String> singleMemorySummary = new HashMap<>();
-        //更新单聊记忆以及该场景中对应的确定性记忆，同时从chatMessages中去掉单聊记忆
+        //更新单聊记忆，同时从chatMessages中去掉单聊记忆
         updateSingleChatSlices(singleMemorySummary);
         //更新多人场景下的记忆及相关的确定性记忆
         updateMultiChatSlices(singleMemorySummary);
-        //清空chatMessages
-        clearChatMessages();
     }
 
     private void updateMultiChatSlices(HashMap<String, String> singleMemorySummary) {
@@ -134,9 +138,11 @@ public class MemoryUpdater implements InteractionModule {
         //对剩下的多人聊天记录进行进行摘要
         executor.execute(() -> {
             log.debug("[MemoryUpdater] 多人聊天记忆更新流程开始...");
-            try {
-                List<Message> chatMessages = new ArrayList<>(memoryManager.getChatMessages());
-                chatMessages.removeFirst();
+            List<Message> chatMessages;
+            messageUpdateLock.lock();
+            chatMessages = new ArrayList<>(memoryManager.getChatMessages());
+            messageUpdateLock.unlock();
+            cleanMessage(chatMessages);
             if (!chatMessages.isEmpty()) {
                 log.debug("[MemoryUpdater] 存在多人聊天记录, 流程正常进行...");
                 //以第一条user对应的id为发起用户
@@ -163,17 +169,27 @@ public class MemoryUpdater implements InteractionModule {
             }
             log.debug("[MemoryUpdater] 对话缓存更新完毕");
             log.debug("[MemoryUpdater] 多人聊天记忆更新流程结束...");
-            } catch (IOException | ClassNotFoundException | InterruptedException e) {
-                log.error("[MemoryUpdater] 多人场景记忆更新失败: ", e);
-            }
         });
     }
 
-    private void clearChatMessages() {
-        if (moduleMessageCount < 1) {
-            throw new UnExpectedMessageCountException("ModuleMessageCount 异常: " + moduleMessageCount);
+    private void cleanMessage(List<Message> chatMessages) {
+        //清理时间标识
+        for (Message message : chatMessages) {
+            if (message.getRole().equals(ChatConstant.Character.ASSISTANT)) {
+                continue;
             }
+            String time = Arrays.stream(message.getContent().split("\\*\\*")).toList().getLast();
+            message.getContent().replace("\r\n**" + time, "");
+        }
+    }
+
+    private void clearChatMessages() {
+        //不全部清空，保留前1/3的输入防止上下文割裂
+        messageUpdateLock.lock();
+        List<Message> temp = new ArrayList<>(tempMessage.subList(0, TRIGGER_ROLL_LIMIT / 3));
         memoryManager.getChatMessages().clear();
+        memoryManager.getChatMessages().addAll(temp);
+        messageUpdateLock.unlock();
     }
 
     private void setInvolvedUserId(String startUserId, MemorySlice memorySlice, List<Message> chatMessages) {
@@ -213,9 +229,9 @@ public class MemoryUpdater implements InteractionModule {
                 try {
                     //单聊记忆更新
                     SummarizeInput summarizeInput = new SummarizeInput(messages, memoryManager.getTopicTree());
-                    log.debug("[MemoryUpdater] 单聊记忆[{}]更新-总结流程-输入: {}", thisCount, summarizeInput);
+                    log.debug("[MemoryUpdater] 单聊记忆[{}]更新-总结流程-输入: {}", thisCount, JSONObject.toJSONString(summarizeInput));
                     SummarizeResult summarizeResult = memorySummarizer.execute(summarizeInput);
-                    log.debug("[MemoryUpdater] 单聊记忆[{}]更新-总结流程-输出: {}", thisCount, summarizeResult);
+                    log.debug("[MemoryUpdater] 单聊记忆[{}]更新-总结流程-输出: {}", thisCount, JSONObject.toJSONString(summarizeResult));
                     MemorySlice memorySlice = getMemorySlice(id, summarizeResult, messages);
                     //插入时userDialogMap已经进行更新
                     memoryManager.insertSlice(memorySlice, summarizeResult.getTopicPath());
@@ -231,19 +247,6 @@ public class MemoryUpdater implements InteractionModule {
                 return null;
             });
 
-            /*tasks.add(() -> {
-                log.debug("[MemoryUpdater] 静态记忆更新开始...");
-                StaticMemoryExtractInput input = StaticMemoryExtractInput.builder()
-                        .userId(id)
-                        .messages(messages)
-                        .existedStaticMemory(memoryManager.getStaticMemory(id))
-                        .build();
-                log.debug("[MemoryUpdater] 静态记忆更新输入: {}", input);
-                Map<String, String> staticMemoryResult = staticMemoryExtractor.execute(input);
-                log.debug("[MemoryUpdater] 静态记忆更新结果: {}", staticMemoryResult);
-                memoryManager.insertStaticMemory(id, staticMemoryResult);
-                return null;
-            });*/
         }
         executor.invokeAll(tasks);
         log.debug("[MemoryUpdater] 单聊记忆更新结束...");

src/main/java/work/slhaf/agent/module/modules/memory/updater/summarizer/MemorySummarizer.java

@@ -2,11 +2,10 @@ package work.slhaf.agent.module.modules.memory.updater.summarizer;
 
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.agent.core.interaction.InteractionThreadPoolExecutor;
+import work.slhaf.agent.common.thread.InteractionThreadPoolExecutor;
 import work.slhaf.agent.module.modules.memory.updater.summarizer.data.SummarizeInput;
 import work.slhaf.agent.module.modules.memory.updater.summarizer.data.SummarizeResult;
 
-import java.io.IOException;
 import java.util.HashMap;
 
 @Data
@@ -21,7 +20,7 @@ public class MemorySummarizer {
     private MultiSummarizer multiSummarizer;
     private TotalSummarizer totalSummarizer;
 
-    public static MemorySummarizer getInstance() throws IOException, ClassNotFoundException {
+    public static MemorySummarizer getInstance() {
         if (memorySummarizer == null) {
             synchronized (MemorySummarizer.class) {
                 if (memorySummarizer == null) {
@@ -36,11 +35,11 @@ public class MemorySummarizer {
         return memorySummarizer;
     }
 
-    public SummarizeResult execute(SummarizeInput input) throws InterruptedException {
+    public SummarizeResult execute(SummarizeInput input) {
         //进行长文本批量摘要
         singleSummarizer.execute(input.getChatMessages());
         //进行整体摘要并返回结果
-        return memorySummarizer.execute(input);
+        return multiSummarizer.execute(input);
     }
 
     public String executeTotalSummary(HashMap<String, String> singleMemorySummary) {

src/main/java/work/slhaf/agent/module/modules/memory/updater/summarizer/MultiSummarizer.java

@@ -37,7 +37,7 @@ public class MultiSummarizer extends Model {
     public SummarizeResult execute(SummarizeInput input) {
         log.debug("[MemorySummarizer] 整体摘要开始...");
         ChatResponse response = this.singleChat(JSONUtil.toJsonPrettyStr(input));
-        log.debug("[MemorySummarizer] 整体摘要结果: {}", response);
+        log.debug("[MemorySummarizer] 整体摘要结果: {}", JSONObject.toJSONString(response));
         return JSONObject.parseObject(extractJson(response.getMessage()), SummarizeResult.class);
     }
 }

src/main/java/work/slhaf/agent/module/modules/memory/updater/summarizer/SingleSummarizer.java

@@ -7,7 +7,7 @@ import lombok.extern.slf4j.Slf4j;
 import work.slhaf.agent.common.chat.constant.ChatConstant;
 import work.slhaf.agent.common.chat.pojo.ChatResponse;
 import work.slhaf.agent.common.chat.pojo.Message;
-import work.slhaf.agent.core.interaction.InteractionThreadPoolExecutor;
+import work.slhaf.agent.common.thread.InteractionThreadPoolExecutor;
 import work.slhaf.agent.module.common.Model;
 import work.slhaf.agent.module.common.ModelConstant;
 

src/main/java/work/slhaf/agent/module/modules/perceive/static_extractor/StaticPerceiveExtractor.java

@@ -9,7 +9,6 @@ import work.slhaf.agent.module.common.Model;
 import work.slhaf.agent.module.common.ModelConstant;
 import work.slhaf.agent.module.modules.perceive.static_extractor.data.StaticExtractInput;
 
-import java.io.IOException;
 import java.util.HashMap;
 import java.util.Map;
 
@@ -22,7 +21,7 @@ public class StaticPerceiveExtractor extends Model {
     public static final String MODEL_KEY = "static_extractor";
 
 
-    public static StaticPerceiveExtractor getInstance() throws IOException, ClassNotFoundException {
+    public static StaticPerceiveExtractor getInstance() {
         if (staticPerceiveExtractor == null) {
             synchronized (StaticPerceiveExtractor.class) {
                 if (staticPerceiveExtractor == null) {

src/main/java/work/slhaf/agent/module/modules/preprocess/PreprocessExecutor.java

@@ -1,10 +1,9 @@
 package work.slhaf.agent.module.modules.preprocess;
 
-import com.alibaba.fastjson2.JSONObject;
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.agent.core.interaction.data.InteractionContext;
 import work.slhaf.agent.core.interaction.data.InteractionInputData;
+import work.slhaf.agent.core.interaction.data.context.InteractionContext;
 import work.slhaf.agent.core.memory.MemoryManager;
 import work.slhaf.agent.core.session.SessionManager;
 import work.slhaf.agent.module.common.AppendPromptData;
@@ -60,19 +59,14 @@ public class PreprocessExecutor {
         context.setUserNickname(inputData.getUserNickName());
         context.setUserInfo(inputData.getUserInfo());
         context.setDateTime(inputData.getLocalDateTime());
+        context.setSingle(inputData.isSingle());
 
-        context.setFinished(false);
         String user = "[" + inputData.getUserNickName() + "(" + userId + ")]";
         String input = user + " " + inputData.getContent();
         context.setInput(input);
 
-        context.setCoreContext(new JSONObject());
-        setCoreContext(inputData, context, input, userId);
         setAppendedPrompt(context);
-        context.setModuleContext(new JSONObject());
-
-        context.setSingle(inputData.isSingle());
-        context.setFinished(false);
+        setCoreContext(inputData, context, input, userId);
 
         log.debug("[PreprocessExecutor] 预处理结果: {}", context);
         return context;
@@ -81,20 +75,21 @@ public class PreprocessExecutor {
     private void setAppendedPrompt(InteractionContext context) {
         HashMap<String, String> map = new HashMap<>();
         map.put("text", "用户输入内容");
-        map.put("datetime", "当前时间");
+        map.put("datetime", "本次用户输入对应的当前时间");
         map.put("user_nick", "用户昵称");
         map.put("user_id", "用户id, 与user_nick区分, 这是用户的唯一标识");
+        map.put("active_modules","已激活的模块, 为false时为激活但未活跃; 为true时为激活且活跃");
+        map.put("其他", "历史对话中将在用户消息的最后一行标注时间");
         AppendPromptData data = new AppendPromptData();
-        data.setComment("[system] 基础字段");
+        data.setModuleName("[基础模块]");
         data.setAppendedPrompt(map);
         context.setAppendedPrompt(data);
     }
 
     private void setCoreContext(InteractionInputData inputData, InteractionContext context, String input, String userId) {
-        context.getCoreContext().put("text", input);
-        context.getCoreContext().put("datetime", LocalDateTime.now().format(DateTimeFormatter.ISO_LOCAL_DATE_TIME));
-//        context.getCoreContext().put("character", memoryManager.getCharacter());
-        context.getCoreContext().put("user_nick", inputData.getUserNickName());
-        context.getCoreContext().put("user_id", userId);
+        context.getCoreContext().setText(input);
+        context.getCoreContext().setDateTime(LocalDateTime.now().format(DateTimeFormatter.ISO_LOCAL_DATE_TIME));
+        context.getCoreContext().setUserNick(inputData.getUserNickName());
+        context.getCoreContext().setUserId(userId);
     }
 }

src/main/java/work/slhaf/agent/module/modules/task/TaskEvaluator.java

@@ -5,8 +5,6 @@ import lombok.EqualsAndHashCode;
 import work.slhaf.agent.module.common.Model;
 import work.slhaf.agent.module.common.ModelConstant;
 
-import java.io.IOException;
-
 @EqualsAndHashCode(callSuper = true)
 @Data
 public class TaskEvaluator extends Model {
@@ -15,7 +13,7 @@ public class TaskEvaluator extends Model {
 
     private TaskEvaluator (){}
 
-    public static TaskEvaluator getInstance() throws IOException, ClassNotFoundException {
+    public static TaskEvaluator getInstance() {
         if (taskEvaluator == null) {
             taskEvaluator = new TaskEvaluator();
             setModel(taskEvaluator,MODEL_KEY, ModelConstant.Prompt.SCHEDULE,true);

src/main/java/work/slhaf/agent/module/modules/task/TaskExecutor.java

@@ -1,7 +1,7 @@
 package work.slhaf.agent.module.modules.task;
 
 import lombok.Data;
-import work.slhaf.agent.core.interaction.InteractionThreadPoolExecutor;
+import work.slhaf.agent.common.thread.InteractionThreadPoolExecutor;
 
 @Data
 public class TaskExecutor {

src/main/java/work/slhaf/agent/module/modules/task/TaskScheduler.java

@@ -2,10 +2,8 @@ package work.slhaf.agent.module.modules.task;
 
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.agent.core.interaction.InteractionModule;
-import work.slhaf.agent.core.interaction.data.InteractionContext;
-
-import java.io.IOException;
+import work.slhaf.agent.core.interaction.data.context.InteractionContext;
+import work.slhaf.agent.core.interaction.module.InteractionModule;
 
 @Data
 @Slf4j
@@ -14,7 +12,7 @@ public class TaskScheduler implements InteractionModule {
 
     private TaskScheduler(){}
 
-    public static TaskScheduler getInstance() throws IOException, ClassNotFoundException {
+    public static TaskScheduler getInstance() {
         if (taskScheduler == null) {
             taskScheduler = new TaskScheduler();
             log.info("TaskScheduler注册完毕...");

src/main/java/work/slhaf/agent/shared/memory/EvaluatedSlice.java

@@ -3,7 +3,7 @@ package work.slhaf.agent.shared.memory;
 import lombok.Builder;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.agent.common.pojo.PersistableObject;
+import work.slhaf.agent.common.serialize.PersistableObject;
 
 import java.io.Serial;
 import java.time.LocalDate;

src/main/resources/prompt/module/memory/total_summarizer.json

@@ -33,6 +33,6 @@
   },
   {
     "role": "user",
-    "content": "谢谢。接下来的这些输入将来自真正的‘Partner’，务必按照上面的要求回应，但请铭记：以‘你’的感受或者用户的意图出发——因为‘你’也是Partner."
+    "content": "谢谢。接下来这些输入将是真正的输入，务必按照上面的要求回应，但请铭记：以‘你’的感受或者用户的意图出发——因为‘你’也是Partner."
   }
 ]