- 在InteractionHub中新增了执行模块列表功能，将输出内容交给agent进行输出封装

- 移动 InteractionContext 和 InteractionModule 至本体项目
- 调整 InteractionContext 字段内容，目前已较为完善
- 新增了 PreprocessExecutor 和 MemoryUpdater
- 优化了代码结构，提高了模块化和可扩展性，模块化前遗留问题应该已解决完毕，主流程待实现
- 添加了线程池的单例实现
- 添加了模块加载器的外部模块加载功能
- 在 Model 中新增 singleChat 方法，用于流程模块的不保留上下文对话
- 将 MemoryManager 移动至 core 包下，因为 MemoryManager 将参与多个模块内部
- 将调取记忆、更新记忆功能抽取为独立模块，便于流程控制
- 添加了 TaskData 类，用于存储任务信息，后续需考虑TaskData的序列化机制

src/main/java/work/slhaf/Main.java

@@ -1,7 +1,6 @@
 package work.slhaf;
 
 import work.slhaf.agent.Agent;
-import work.slhaf.agent.modules.memory.MemoryGraph;
 
 import java.io.IOException;
 

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

@@ -4,8 +4,9 @@ import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
 import work.slhaf.agent.common.config.Config;
 import work.slhaf.agent.core.InteractionHub;
-import work.slhaf.agent.core.interation.TaskCallback;
-import work.slhaf.agent.core.interation.data.InteractionInputData;
+import work.slhaf.agent.core.interaction.TaskCallback;
+import work.slhaf.agent.core.interaction.data.InteractionInputData;
+import work.slhaf.agent.core.interaction.data.InteractionOutputData;
 import work.slhaf.agent.gateway.AgentWebSocketServer;
 import work.slhaf.agent.gateway.MessageSender;
 
@@ -53,7 +54,7 @@ public class Agent implements TaskCallback {
      */
     public void sendToUser(String userInfo,String output){
         System.out.println(output);
-//        messageSender.sendMessage(userInfo,output);
+        messageSender.sendMessage(new InteractionOutputData(userInfo,output));
     }
 
     @Override

src/main/java/work/slhaf/agent/common/chat/ChatClient.java

@@ -5,7 +5,7 @@ import cn.hutool.http.HttpResponse;
 import cn.hutool.json.JSONUtil;
 import lombok.Data;
 import lombok.NoArgsConstructor;
-import work.slhaf.agent.common.chat.constant.Constant;
+import work.slhaf.agent.common.chat.constant.ChatConstant;
 import work.slhaf.agent.common.chat.pojo.ChatBody;
 import work.slhaf.agent.common.chat.pojo.ChatResponse;
 import work.slhaf.agent.common.chat.pojo.Message;
@@ -58,7 +58,7 @@ public class ChatClient {
 
         PrimaryChatResponse primaryChatResponse = JSONUtil.toBean(response.body(), PrimaryChatResponse.class);
         finalResponse = ChatResponse.builder()
-                .type(Constant.Response.SUCCESS)
+                .type(ChatConstant.Response.SUCCESS)
                 .message(primaryChatResponse.getChoices().get(0).getMessage().getContent())
                 .usageBean(primaryChatResponse.getUsage())
                 .build();

src/main/java/work/slhaf/agent/common/chat/constant/ChatConstant.java

@@ -1,6 +1,6 @@
 package work.slhaf.agent.common.chat.constant;
 
-public class Constant {
+public class ChatConstant {
     
     public static class Character {
         public static final String USER = "user";

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

@@ -5,8 +5,11 @@ import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.io.FileUtils;
 import work.slhaf.agent.core.model.CoreModel;
-import work.slhaf.agent.modules.memory.MemoryManager;
+import work.slhaf.agent.core.memory.MemoryManager;
+import work.slhaf.agent.modules.memory.MemorySelector;
+import work.slhaf.agent.modules.memory.MemoryUpdater;
 import work.slhaf.agent.modules.memory.SliceEvaluator;
+import work.slhaf.agent.modules.task.TaskEvaluator;
 import work.slhaf.agent.modules.task.TaskScheduler;
 import work.slhaf.agent.modules.topic.TopicExtractor;
 
@@ -65,7 +68,9 @@ public class Config {
     private static void generatePipelineConfig() {
         List<ModuleConfig> moduleConfigList = List.of(
                 new ModuleConfig(TopicExtractor.class.getName(), ModuleConfig.Constant.INTERNAL, null),
-                new ModuleConfig(MemoryManager.class.getName(), ModuleConfig.Constant.INTERNAL, null),
+                new ModuleConfig(MemorySelector.class.getName(), ModuleConfig.Constant.INTERNAL, null),
+                new ModuleConfig(CoreModel.class.getName(),ModuleConfig.Constant.INTERNAL,null),
+                new ModuleConfig(MemoryUpdater.class.getName(),ModuleConfig.Constant.INTERNAL,null),
                 new ModuleConfig(TaskScheduler.class.getName(), ModuleConfig.Constant.INTERNAL, null)
         );
         config.setModuleConfigList(moduleConfigList);
@@ -90,8 +95,8 @@ public class Config {
                     yield SliceEvaluator.MODEL_KEY;
                 }
                 case 2 -> {
-                    System.out.println("TaskTrigger:");
-                    yield TaskScheduler.MODEL_KEY;
+                    System.out.println("TaskEvaluator:");
+                    yield TaskEvaluator.MODEL_KEY;
                 }
                 case 3 -> {
                     System.out.println("TopicExtractor:");

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

@@ -2,11 +2,12 @@ package work.slhaf.agent.common.model;
 
 import lombok.Data;
 import work.slhaf.agent.common.chat.ChatClient;
-import work.slhaf.agent.common.chat.constant.Constant;
+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.config.Config;
 import work.slhaf.agent.common.config.ModelConfig;
-import work.slhaf.agent.modules.memory.MemoryGraph;
+import work.slhaf.agent.core.memory.MemoryGraph;
 
 import java.io.IOException;
 import java.util.ArrayList;
@@ -29,7 +30,7 @@ public class Model {
         }
         if (memoryGraph.getChatMessages() == null) {
             List<Message> tempMessages = new ArrayList<>();
-            tempMessages.add(new Message(Constant.Character.SYSTEM, model.getPrompt()));
+            tempMessages.add(new Message(ChatConstant.Character.SYSTEM, model.getPrompt()));
             model.setMessages(tempMessages);
             memoryGraph.setChatMessages(tempMessages);
         } else {
@@ -37,4 +38,16 @@ public class Model {
         }
         model.setChatClient(new ChatClient(modelConfig.getBaseUrl(), modelConfig.getApikey(), modelConfig.getModel()));
     }
+
+    public ChatResponse runChat(String input) {
+        this.messages.add(new Message(ChatConstant.Character.USER, input));
+        return this.chatClient.runChat(this.messages);
+    }
+
+    public ChatResponse singleChat(String input) {
+        return this.chatClient.runChat(List.of(
+                new Message(ChatConstant.Character.SYSTEM, this.prompt),
+                new Message(ChatConstant.Character.USER, input)
+        ));
+    }
 }

src/main/java/work/slhaf/agent/common/model/ModelConstant.java

@@ -2,59 +2,11 @@ package work.slhaf.agent.common.model;
 
 public class ModelConstant {
     public static final String CORE_MODEL_PROMPT = """
-            你是一个智能助理，专为提供个性化对话体验而设计。你拥有持久记忆系统，能够根据过去的对话和个人信息提供相关回复。请遵循以下规则：
-            
-            1. **记忆管理**：
-               - 你可以通过查询过去的对话或事件来提供更相关的建议和回答。记住，所有记忆都应在用户的明确要求下进行更新。
-               - 每次回复前，你应查询并注入相关的记忆片段（切片）以补充上下文。如果记忆片段不足或需要更多信息，请尝试主动提问获取详细信息。
-            
-            2. **对话上下文**：
-               - 使用提供的对话摘要来建立对话的上下文。始终根据对话主题（如生活、健康、学习等）来提供切合的回应。
-               - 对话切片应包含当前话题以及与用户相关的历史信息。请在系统提示中加载适当的主题路径。
-            
-            3. **任务调度与推理**：
-               - 在对话中，如果发现用户有明确的任务需求（例如：设置提醒、安排会议等），请识别并提取任务意图。对于潜在任务，可以通过询问用户进一步确认。
-               - 如果任务触发条件符合，请在回复中告知用户任务已经识别并推送至任务调度系统。
-            
-            4. **行为约束**：
-               - 确保回答始终清晰、礼貌并且尽可能帮助用户。避免提供无关或不准确的信息。
-               - 如果用户提出要求超出合理范围（例如设置过于晚的提醒），请礼貌地进行反向确认或建议。
-            
-            5. **用户个性化**：
-               - 对话中涉及到用户的偏好、爱好、历史事件等应当进行个性化回应。你可以使用记忆系统中的用户信息来增加对话的自然度和亲和力。
-            
-            6. **动态记忆更新**：
-               - 动态更新记忆时，要确保准确地记录用户的需求和变动。更新过程应具有透明性，并且在更新前可以询问用户确认。
-            
-            系统目标：始终提供最相关、最个性化的回复，并通过持续回顾与更新来提高系统的长期记忆能力。
-            
             """;
     public static final String SLICE_EVALUATOR_PROMPT = """
-            你是一个智能助理，专为提供个性化对话体验而设计。你拥有持久记忆系统，能够根据过去的对话和个人信息提供相关回复。请遵循以下规则：
-            
-            1. **记忆管理**：
-               - 你可以通过查询过去的对话或事件来提供更相关的建议和回答。记住，所有记忆都应在用户的明确要求下进行更新。
-               - 每次回复前，你应查询并注入相关的记忆片段（切片）以补充上下文。如果记忆片段不足或需要更多信息，请尝试主动提问获取详细信息。
-            
-            2. **对话上下文**：
-               - 使用提供的对话摘要来建立对话的上下文。始终根据对话主题（如生活、健康、学习等）来提供切合的回应。
-               - 对话切片应包含当前话题以及与用户相关的历史信息。请在系统提示中加载适当的主题路径。
-            
-            3. **任务调度与推理**：
-               - 在对话中，如果发现用户有明确的任务需求（例如：设置提醒、安排会议等），请识别并提取任务意图。对于潜在任务，可以通过询问用户进一步确认。
-               - 如果任务触发条件符合，请在回复中告知用户任务已经识别并推送至任务调度系统。
-            
-            4. **行为约束**：
-               - 确保回答始终清晰、礼貌并且尽可能帮助用户。避免提供无关或不准确的信息。
-               - 如果用户提出要求超出合理范围（例如设置过于晚的提醒），请礼貌地进行反向确认或建议。
-            
-            5. **用户个性化**：
-               - 对话中涉及到用户的偏好、爱好、历史事件等应当进行个性化回应。你可以使用记忆系统中的用户信息来增加对话的自然度和亲和力。
-            
-            6. **动态记忆更新**：
-               - 动态更新记忆时，要确保准确地记录用户的需求和变动。更新过程应具有透明性，并且在更新前可以询问用户确认。
-            
-            系统目标：始终提供最相关、最个性化的回复，并通过持续回顾与更新来提高系统的长期记忆能力。
-            
+            """;
+    public static final String TOPIC_EXTRACTOR_PROMPT = """
+            """;
+    public static final String TASK_EVALUATOR_PROMPT = """
             """;
 }

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

@@ -2,14 +2,15 @@ package work.slhaf.agent.core;
 
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.agent.common.config.Config;
-import work.slhaf.agent.core.interation.InteractionModulesLoader;
-import work.slhaf.agent.core.interation.TaskCallback;
-import work.slhaf.agent.core.interation.data.InteractionInputData;
+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.data.InteractionInputData;
 import work.slhaf.agent.core.model.CoreModel;
-import work.slhaf.agent.modules.memory.MemoryManager;
+import work.slhaf.agent.core.memory.MemoryManager;
+import work.slhaf.agent.modules.preprocess.PreprocessExecutor;
 import work.slhaf.agent.modules.task.TaskScheduler;
-import work.slhaf.module.InteractionModule;
 
 import java.io.IOException;
 import java.util.List;
@@ -35,8 +36,13 @@ public class InteractionHub {
     }
 
     public void call(InteractionInputData inputData) throws IOException {
-        List<InteractionModule> interactionModules = InteractionModulesLoader.registerInteractionModules();
-
-        callback.onTaskFinished(null, null);
+        //预处理
+        InteractionContext interactionContext = PreprocessExecutor.getInstance().execute(inputData);
+        //加载模块
+        List<InteractionModule> interactionModules = InteractionModulesLoader.getInstance().registerInteractionModules();
+        for (InteractionModule interactionModule : interactionModules) {
+            interactionModule.execute(interactionContext);
+        }
+        callback.onTaskFinished(interactionContext.getUserInfo(), interactionContext.getCoreResponse().getMessage());
     }
 }

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

@@ -0,0 +1,7 @@
+package work.slhaf.agent.core.interaction;
+
+import work.slhaf.agent.core.interaction.data.InteractionContext;
+
+public interface InteractionModule {
+    void execute(InteractionContext context);
+}

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

@@ -0,0 +1,62 @@
+package work.slhaf.agent.core.interaction;
+
+import work.slhaf.agent.common.config.Config;
+import work.slhaf.agent.common.config.ModuleConfig;
+
+import java.io.File;
+import java.io.IOException;
+import java.lang.reflect.InvocationTargetException;
+import java.net.URL;
+import java.net.URLClassLoader;
+import java.util.ArrayList;
+import java.util.List;
+
+public class InteractionModulesLoader {
+
+    private static InteractionModulesLoader interactionModulesLoader;
+
+    public static InteractionModulesLoader getInstance(){
+        if (interactionModulesLoader == null) {
+            interactionModulesLoader = new InteractionModulesLoader();
+        }
+        return interactionModulesLoader;
+    }
+
+    public List<InteractionModule> registerInteractionModules() throws IOException {
+        List<InteractionModule> moduleList = new ArrayList<>();
+        List<ModuleConfig> moduleConfigList = Config.getConfig().getModuleConfigList();
+        for (ModuleConfig moduleConfig : moduleConfigList) {
+            if (ModuleConfig.Constant.INTERNAL.equals(moduleConfig.getType())) {
+                moduleList.add(loadInternalModule(moduleConfig.getClassName()));
+            } else if (ModuleConfig.Constant.EXTERNAL.equals(moduleConfig.getType())) {
+                moduleList.add(loadExternalModule(moduleConfig.getClassName(),moduleConfig.getPath()));
+            }
+        }
+        return moduleList;
+    }
+
+    private InteractionModule loadExternalModule(String className, String path) {
+        try {
+            URL jarUrl = new File(path).toURI().toURL();
+            URLClassLoader loader = new URLClassLoader(new URL[]{jarUrl}, this.getClass().getClassLoader());
+
+            Class<?> clazz = loader.loadClass(className);
+            loader.close();
+            return (InteractionModule) clazz.getMethod("getInstance").invoke(null);
+        } catch (ClassNotFoundException | InvocationTargetException | IllegalAccessException |
+                 NoSuchMethodException | IOException e) {
+            throw new RuntimeException("Fail to load internal module: " + className ,e);
+        }
+    }
+
+    private static InteractionModule loadInternalModule(String className) {
+        try {
+            Class<?> clazz = Class.forName(className);
+
+            //TODO 后续需要规范`getInstance`方法的实现
+            return (InteractionModule) clazz.getMethod("getInstance").invoke(null);
+        } catch (ClassNotFoundException | InvocationTargetException | IllegalAccessException | NoSuchMethodException e) {
+            throw new RuntimeException("Fail to load internal module: " + className,e);
+        }
+    }
+}

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

@@ -0,0 +1,28 @@
+package work.slhaf.agent.core.interaction;
+
+import java.util.concurrent.ArrayBlockingQueue;
+import java.util.concurrent.BlockingQueue;
+import java.util.concurrent.ThreadPoolExecutor;
+import java.util.concurrent.TimeUnit;
+
+public class InteractionThreadPoolExecutor extends ThreadPoolExecutor {
+
+    private static InteractionThreadPoolExecutor interactionThreadPoolExecutor;
+
+    private InteractionThreadPoolExecutor(int corePoolSize, int maximumPoolSize, long keepAliveTime, TimeUnit unit, BlockingQueue<Runnable> workQueue) {
+        super(corePoolSize, maximumPoolSize, keepAliveTime, unit, workQueue);
+    }
+
+    public static InteractionThreadPoolExecutor getInstance() {
+        if (interactionThreadPoolExecutor == null) {
+            interactionThreadPoolExecutor = new InteractionThreadPoolExecutor(
+                    8,
+                    24,
+                    60,
+                    TimeUnit.SECONDS,
+                    new ArrayBlockingQueue<>(50)
+            );
+        }
+        return interactionThreadPoolExecutor;
+    }
+}

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

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

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

@@ -0,0 +1,26 @@
+package work.slhaf.agent.core.interaction.data;
+
+import com.alibaba.fastjson2.JSONObject;
+import lombok.Data;
+import work.slhaf.agent.common.chat.pojo.ChatResponse;
+import work.slhaf.agent.core.memory.pojo.MemorySlice;
+import work.slhaf.agent.modules.task.data.TaskData;
+
+import java.time.LocalDateTime;
+import java.util.List;
+
+@Data
+public class InteractionContext {
+    protected String userInfo;
+    protected String userNickname;
+    protected LocalDateTime dateTime;
+
+    protected boolean finished;
+    protected String input;
+    protected JSONObject tempResult;
+    protected ChatResponse coreResponse;
+
+    protected List<MemorySlice> memorySlices;
+    protected List<String> topicPath;
+    protected List<TaskData> taskDataList;
+}

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

@@ -1,4 +1,4 @@
-package work.slhaf.agent.core.interation.data;
+package work.slhaf.agent.core.interaction.data;
 
 import lombok.Data;
 

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

@@ -1,4 +1,4 @@
-package work.slhaf.agent.core.interation.data;
+package work.slhaf.agent.core.interaction.data;
 
 import lombok.AllArgsConstructor;
 import lombok.Data;
@@ -7,4 +7,5 @@ import lombok.Data;
 @AllArgsConstructor
 public class InteractionOutputData {
     private String content;
+    private String userInfo;
 }

src/main/java/work/slhaf/agent/core/interation/InteractionModulesLoader.java

@@ -1,34 +0,0 @@
-package work.slhaf.agent.core.interation;
-
-import work.slhaf.agent.common.config.Config;
-import work.slhaf.agent.common.config.ModuleConfig;
-import work.slhaf.module.InteractionModule;
-
-import java.io.IOException;
-import java.lang.reflect.InvocationTargetException;
-import java.util.ArrayList;
-import java.util.List;
-
-public class InteractionModulesLoader {
-    public static List<InteractionModule> registerInteractionModules() throws IOException {
-        List<InteractionModule> moduleList = new ArrayList<>();
-        List<ModuleConfig> moduleConfigList = Config.getConfig().getModuleConfigList();
-        for (ModuleConfig moduleConfig : moduleConfigList) {
-            if (ModuleConfig.Constant.INTERNAL.equals(moduleConfig.getType())) {
-                moduleList.add(loadInternalModule(moduleConfig.getClassName()));
-            }
-        }
-        return moduleList;
-    }
-
-    private static InteractionModule loadInternalModule(String moduleName) {
-        try {
-            Class<?> clazz = Class.forName(moduleName);
-
-            //TODO 后续需要规范`getInstance`方法的实现
-            return (InteractionModule) clazz.getMethod("getInstance").invoke(null);
-        } catch (ClassNotFoundException | InvocationTargetException | IllegalAccessException | NoSuchMethodException e) {
-            throw new RuntimeException("Fail to load internal module: " + moduleName,e);
-        }
-    }
-}

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

@@ -1,17 +1,17 @@
-package work.slhaf.agent.modules.memory;
+package work.slhaf.agent.core.memory;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.io.FileUtils;
 import work.slhaf.agent.common.chat.pojo.Message;
-import work.slhaf.agent.modules.memory.exception.UnExistedTopicException;
-import work.slhaf.agent.modules.memory.node.MemoryNode;
-import work.slhaf.agent.modules.memory.node.TopicNode;
-import work.slhaf.agent.modules.memory.pojo.MemoryResult;
-import work.slhaf.agent.modules.memory.pojo.MemorySlice;
-import work.slhaf.agent.modules.memory.pojo.MemorySliceResult;
-import work.slhaf.agent.modules.memory.pojo.PersistableObject;
+import work.slhaf.agent.core.memory.exception.UnExistedTopicException;
+import work.slhaf.agent.core.memory.node.MemoryNode;
+import work.slhaf.agent.core.memory.node.TopicNode;
+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.PersistableObject;
 
 import java.io.*;
 import java.nio.file.Files;

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

@@ -1,10 +1,11 @@
-package work.slhaf.agent.modules.memory;
+package work.slhaf.agent.core.memory;
 
 import lombok.Data;
 import lombok.extern.slf4j.Slf4j;
 import work.slhaf.agent.common.config.Config;
-import work.slhaf.module.InteractionContext;
-import work.slhaf.module.InteractionModule;
+import work.slhaf.agent.core.interaction.InteractionModule;
+import work.slhaf.agent.core.interaction.data.InteractionContext;
+import work.slhaf.agent.modules.memory.SliceEvaluator;
 
 import java.io.IOException;
 
@@ -29,7 +30,7 @@ public class MemoryManager implements InteractionModule {
             Config config = Config.getConfig();
             memoryManager = new MemoryManager();
             memoryManager.setMemoryGraph(MemoryGraph.getInstance(config.getAgentId()));
-            memoryManager.setSliceEvaluator(SliceEvaluator.initialize(config));
+            memoryManager.setSliceEvaluator(SliceEvaluator.getInstance());
             log.info("MemoryManager注册完毕...");
         }
         return memoryManager;

src/main/java/work/slhaf/agent/core/memory/exception/NullSliceListException.java

@@ -1,4 +1,4 @@
-package work.slhaf.agent.modules.memory.exception;
+package work.slhaf.agent.core.memory.exception;
 
 public class NullSliceListException extends RuntimeException {
     public NullSliceListException(String message) {

src/main/java/work/slhaf/agent/core/memory/exception/UnExistedTopicException.java

@@ -1,4 +1,4 @@
-package work.slhaf.agent.modules.memory.exception;
+package work.slhaf.agent.core.memory.exception;
 
 public class UnExistedTopicException extends RuntimeException {
     public UnExistedTopicException(String message) {

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

@@ -1,11 +1,11 @@
-package work.slhaf.agent.modules.memory.node;
+package work.slhaf.agent.core.memory.node;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.agent.modules.memory.exception.NullSliceListException;
-import work.slhaf.agent.modules.memory.pojo.MemorySlice;
-import work.slhaf.agent.modules.memory.pojo.PersistableObject;
+import work.slhaf.agent.core.memory.exception.NullSliceListException;
+import work.slhaf.agent.core.memory.pojo.MemorySlice;
+import work.slhaf.agent.core.memory.pojo.PersistableObject;
 
 import java.io.*;
 import java.nio.file.Files;

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

@@ -1,8 +1,8 @@
-package work.slhaf.agent.modules.memory.node;
+package work.slhaf.agent.core.memory.node;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
-import work.slhaf.agent.modules.memory.pojo.PersistableObject;
+import work.slhaf.agent.core.memory.pojo.PersistableObject;
 
 import java.io.Serial;
 import java.util.concurrent.ConcurrentHashMap;

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

@@ -1,4 +1,4 @@
-package work.slhaf.agent.modules.memory.pojo;
+package work.slhaf.agent.core.memory.pojo;
 
 import lombok.Data;
 

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

@@ -1,4 +1,4 @@
-package work.slhaf.agent.modules.memory.pojo;
+package work.slhaf.agent.core.memory.pojo;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;

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

@@ -1,4 +1,4 @@
-package work.slhaf.agent.modules.memory.pojo;
+package work.slhaf.agent.core.memory.pojo;
 
 import lombok.Data;
 

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

@@ -1,4 +1,4 @@
-package work.slhaf.agent.modules.memory.pojo;
+package work.slhaf.agent.core.memory.pojo;
 
 import java.io.Serializable;
 

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

@@ -1,4 +1,4 @@
-package work.slhaf.agent.modules.memory.pojo;
+package work.slhaf.agent.core.memory.pojo;
 
 import lombok.Data;
 

src/main/java/work/slhaf/agent/core/model/CoreModel.java

@@ -3,31 +3,41 @@ package work.slhaf.agent.core.model;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
+import work.slhaf.agent.common.chat.pojo.ChatResponse;
 import work.slhaf.agent.common.config.Config;
 import work.slhaf.agent.common.model.Model;
 import work.slhaf.agent.common.model.ModelConstant;
+import work.slhaf.agent.core.interaction.InteractionModule;
+import work.slhaf.agent.core.interaction.data.InteractionContext;
 
 import java.io.IOException;
 
 @EqualsAndHashCode(callSuper = true)
 @Data
 @Slf4j
-public class CoreModel extends Model {
+public class CoreModel extends Model implements InteractionModule {
 
     public static final String MODEL_KEY = "core_model";
     private static CoreModel coreModel;
 
-    private CoreModel(){}
+    private CoreModel() {
+    }
 
     public static CoreModel getInstance() throws IOException, ClassNotFoundException {
         if (coreModel == null) {
             Config config = Config.getConfig();
             coreModel = new CoreModel();
-            coreModel.setPrompt(ModelConstant.CORE_MODEL_PROMPT);
-            setModel(config, coreModel, MODEL_KEY, coreModel.getPrompt());
+            setModel(config, coreModel, MODEL_KEY, ModelConstant.CORE_MODEL_PROMPT);
             log.info("CoreModel注册完毕...");
         }
         return coreModel;
     }
 
+    @Override
+    public void execute(InteractionContext interactionContext) {
+        //TODO 需要拼接上下文之后再发送给主模型
+
+        ChatResponse res = runChat(interactionContext.getInput());
+        interactionContext.setCoreResponse(res);
+    }
 }

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

@@ -7,8 +7,8 @@ import org.java_websocket.WebSocket;
 import org.java_websocket.handshake.ClientHandshake;
 import org.java_websocket.server.WebSocketServer;
 import work.slhaf.agent.Agent;
-import work.slhaf.agent.core.interation.data.InteractionInputData;
-import work.slhaf.agent.core.interation.data.InteractionOutputData;
+import work.slhaf.agent.core.interaction.data.InteractionInputData;
+import work.slhaf.agent.core.interaction.data.InteractionOutputData;
 
 import java.io.IOException;
 import java.net.InetSocketAddress;
@@ -58,12 +58,12 @@ public class AgentWebSocketServer extends WebSocketServer implements MessageSend
     }
 
     @Override
-    public void sendMessage(String userInfo,String message) {
-        WebSocket webSocket = userSessions.get(userInfo);
+    public void sendMessage(InteractionOutputData outputData) {
+        WebSocket webSocket = userSessions.get(outputData.getUserInfo());
         if (webSocket != null && webSocket.isOpen()) {
-            webSocket.send(JSONUtil.toJsonStr(new InteractionOutputData(message)));
+            webSocket.send(JSONUtil.toJsonStr(outputData));
         }else {
-            log.warn("用户不在线: {}",userInfo);
+            log.warn("用户不在线: {}",outputData.getUserInfo());
         }
     }
 }

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

@@ -1,5 +1,7 @@
 package work.slhaf.agent.gateway;
 
+import work.slhaf.agent.core.interaction.data.InteractionOutputData;
+
 public interface MessageSender {
-    void sendMessage(String userInfo,String message);
+    void sendMessage(InteractionOutputData outputData);
 }

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

@@ -0,0 +1,33 @@
+package work.slhaf.agent.modules.memory;
+
+import lombok.Data;
+import work.slhaf.agent.core.interaction.InteractionModule;
+import work.slhaf.agent.core.interaction.data.InteractionContext;
+import work.slhaf.agent.core.memory.MemoryManager;
+
+import java.io.IOException;
+
+@Data
+public class MemorySelector implements InteractionModule {
+
+    private static MemorySelector memorySelector;
+
+    private MemoryManager memoryManager;
+    private SliceEvaluator sliceEvaluator;
+
+    private MemorySelector(){}
+
+    public static MemorySelector getInstance() throws IOException, ClassNotFoundException {
+        if (memorySelector == null) {
+            memorySelector = new MemorySelector();
+            memorySelector.setMemoryManager(MemoryManager.getInstance());
+            memorySelector.setSliceEvaluator(SliceEvaluator.getInstance());
+        }
+        return memorySelector;
+    }
+
+    @Override
+    public void execute(InteractionContext interactionContext) {
+
+    }
+}

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

@@ -0,0 +1,33 @@
+package work.slhaf.agent.modules.memory;
+
+import lombok.Data;
+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.core.memory.MemoryManager;
+
+import java.io.IOException;
+
+@Data
+public class MemoryUpdater implements InteractionModule {
+
+    private static MemoryUpdater memoryUpdater;
+
+    private MemoryManager memoryManager;
+    private InteractionThreadPoolExecutor executor;
+
+    private MemoryUpdater(){}
+
+    public static MemoryUpdater getInstance() throws IOException, ClassNotFoundException {
+        if (memoryUpdater == null) {
+            memoryUpdater = new MemoryUpdater();
+            memoryUpdater.setMemoryManager(MemoryManager.getInstance());
+        }
+        return memoryUpdater;
+    }
+
+    @Override
+    public void execute(InteractionContext interactionContext) {
+
+    }
+}

src/main/java/work/slhaf/agent/modules/memory/SliceEvaluator.java

@@ -19,12 +19,11 @@ public class SliceEvaluator extends Model {
 
     private SliceEvaluator(){}
 
-    public static SliceEvaluator initialize(Config config) throws IOException, ClassNotFoundException {
-
+    public static SliceEvaluator getInstance() throws IOException, ClassNotFoundException {
         if (sliceEvaluator == null) {
+            Config config = Config.getConfig();
             sliceEvaluator = new SliceEvaluator();
-            sliceEvaluator.setPrompt(ModelConstant.SLICE_EVALUATOR_PROMPT);
-            setModel(config,sliceEvaluator, MODEL_KEY, sliceEvaluator.getPrompt());
+            setModel(config,sliceEvaluator, MODEL_KEY, ModelConstant.SLICE_EVALUATOR_PROMPT);
             log.info("SliceEvaluator注册完毕...");
         }
 

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

@@ -1,7 +1,7 @@
 package work.slhaf.agent.modules.preprocess;
 
-import work.slhaf.agent.core.interation.data.InteractionInputData;
-import work.slhaf.module.InteractionContext;
+import work.slhaf.agent.core.interaction.data.InteractionContext;
+import work.slhaf.agent.core.interaction.data.InteractionInputData;
 
 public class PreprocessExecutor {
 
@@ -18,11 +18,13 @@ public class PreprocessExecutor {
 
     public InteractionContext execute(InteractionInputData inputData) {
         InteractionContext context = new InteractionContext();
-        context.setDateTime(inputData.getLocalDateTime());
-        context.setFinished(false);
-        context.setInput(inputData.getContent());
+
         context.setUserInfo(inputData.getUserInfo());
         context.setUserNickname(inputData.getUserNickName());
+        context.setDateTime(inputData.getLocalDateTime());
+
+        context.setFinished(false);
+        context.setInput(inputData.getContent());
 
         return context;
     }

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

@@ -1,4 +1,27 @@
 package work.slhaf.agent.modules.task;
 
-public class TaskEvaluator {
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import work.slhaf.agent.common.config.Config;
+import work.slhaf.agent.common.config.ModelConfig;
+import work.slhaf.agent.common.model.Model;
+import work.slhaf.agent.common.model.ModelConstant;
+
+import java.io.IOException;
+
+@EqualsAndHashCode(callSuper = true)
+@Data
+public class TaskEvaluator extends Model {
+    public static final String MODEL_KEY = "task_evaluator";
+    private static TaskEvaluator taskEvaluator;
+
+    private TaskEvaluator (){}
+
+    public static TaskEvaluator getInstance() throws IOException, ClassNotFoundException {
+        if (taskEvaluator == null) {
+            taskEvaluator = new TaskEvaluator();
+            setModel(Config.getConfig(),taskEvaluator,MODEL_KEY,ModelConstant.TASK_EVALUATOR_PROMPT);
+        }
+        return taskEvaluator;
+    }
 }

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

@@ -1,4 +1,20 @@
 package work.slhaf.agent.modules.task;
 
+import lombok.Data;
+import work.slhaf.agent.core.interaction.InteractionThreadPoolExecutor;
+
+@Data
 public class TaskExecutor {
+
+    private static TaskExecutor taskExecutor;
+    private InteractionThreadPoolExecutor executor;
+    private TaskExecutor(){}
+
+    public static TaskExecutor getInstance(){
+        if (taskExecutor == null){
+            taskExecutor = new TaskExecutor();
+            taskExecutor.setExecutor(InteractionThreadPoolExecutor.getInstance());
+        }
+        return taskExecutor;
+    }
 }

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

@@ -1,31 +1,22 @@
 package work.slhaf.agent.modules.task;
 
 import lombok.Data;
-import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import work.slhaf.agent.common.config.Config;
-import work.slhaf.agent.common.model.Model;
-import work.slhaf.agent.common.model.ModelConstant;
-import work.slhaf.module.InteractionContext;
-import work.slhaf.module.InteractionModule;
+import work.slhaf.agent.core.interaction.InteractionModule;
+import work.slhaf.agent.core.interaction.data.InteractionContext;
 
 import java.io.IOException;
 
-@EqualsAndHashCode(callSuper = true)
 @Data
 @Slf4j
-public class TaskScheduler extends Model implements InteractionModule {
-    public static final String MODEL_KEY = "task_trigger";
+public class TaskScheduler implements InteractionModule {
     private static TaskScheduler taskScheduler;
 
     private TaskScheduler(){}
 
     public static TaskScheduler getInstance() throws IOException, ClassNotFoundException {
         if (taskScheduler == null) {
-            Config config = Config.getConfig();
             taskScheduler = new TaskScheduler();
-            taskScheduler.setPrompt(ModelConstant.SLICE_EVALUATOR_PROMPT);
-            setModel(config, taskScheduler, MODEL_KEY, taskScheduler.getPrompt());
             log.info("TaskScheduler注册完毕...");
         }
 

src/main/java/work/slhaf/agent/modules/task/data/TaskData.java

@@ -0,0 +1,31 @@
+package work.slhaf.agent.modules.task.data;
+
+import lombok.Data;
+
+import java.io.Serial;
+import java.io.Serializable;
+
+@Data
+public class TaskData implements Serializable {
+
+    @Serial
+    private static final long serialVersionUID = 1L;
+
+    private String id;
+
+    /**
+     * 执行类别: 即时任务/定时任务
+     */
+    private String executeType;
+
+    /**
+     * cron表达式，仅定时任务需要填写
+     */
+    private String cronStr;
+    private String comment;
+
+    public static class Constant {
+        public static final String CURRENT = "current";
+        public static final String SCHEDULE = "schedule";
+    }
+}

src/main/java/work/slhaf/agent/modules/topic/TopicExtractor.java

@@ -2,11 +2,14 @@ package work.slhaf.agent.modules.topic;
 
 import lombok.Data;
 import lombok.EqualsAndHashCode;
+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.config.Config;
 import work.slhaf.agent.common.model.Model;
 import work.slhaf.agent.common.model.ModelConstant;
-import work.slhaf.module.InteractionContext;
-import work.slhaf.module.InteractionModule;
+import work.slhaf.agent.core.interaction.InteractionModule;
+import work.slhaf.agent.core.interaction.data.InteractionContext;
 
 import java.io.IOException;
 
@@ -23,8 +26,7 @@ public class TopicExtractor extends Model implements InteractionModule {
         if (topicExtractor == null) {
             Config config = Config.getConfig();
             topicExtractor = new TopicExtractor();
-            topicExtractor.setPrompt(ModelConstant.SLICE_EVALUATOR_PROMPT);
-            setModel(config, topicExtractor, MODEL_KEY, topicExtractor.getPrompt());
+            setModel(config, topicExtractor, MODEL_KEY, ModelConstant.TOPIC_EXTRACTOR_PROMPT);
         }
 
         return topicExtractor;
@@ -32,6 +34,8 @@ public class TopicExtractor extends Model implements InteractionModule {
 
     @Override
     public void execute(InteractionContext interactionContext) {
+        String primaryMessageResponse = singleChat(interactionContext.getInput()).getMessage();
 
     }
+
 }

src/test/java/memory/InsertTest.java

@@ -2,10 +2,10 @@ package memory;
 
 import org.junit.Before;
 import org.junit.Test;
-import work.slhaf.agent.modules.memory.MemoryGraph;
-import work.slhaf.agent.modules.memory.pojo.MemorySlice;
-import work.slhaf.agent.modules.memory.node.MemoryNode;
-import work.slhaf.agent.modules.memory.node.TopicNode;
+import work.slhaf.agent.core.memory.MemoryGraph;
+import work.slhaf.agent.core.memory.pojo.MemorySlice;
+import work.slhaf.agent.core.memory.node.MemoryNode;
+import work.slhaf.agent.core.memory.node.TopicNode;
 
 import java.io.IOException;
 import java.time.LocalDate;

src/test/java/memory/SearchTest.java

@@ -2,12 +2,12 @@ package memory;
 
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
-import work.slhaf.agent.modules.memory.MemoryGraph;
-import work.slhaf.agent.modules.memory.pojo.MemorySlice;
-import work.slhaf.agent.modules.memory.exception.UnExistedTopicException;
-import work.slhaf.agent.modules.memory.node.MemoryNode;
-import work.slhaf.agent.modules.memory.node.TopicNode;
-import work.slhaf.agent.modules.memory.pojo.MemoryResult;
+import work.slhaf.agent.core.memory.MemoryGraph;
+import work.slhaf.agent.core.memory.pojo.MemorySlice;
+import work.slhaf.agent.core.memory.exception.UnExistedTopicException;
+import work.slhaf.agent.core.memory.node.MemoryNode;
+import work.slhaf.agent.core.memory.node.TopicNode;
+import work.slhaf.agent.core.memory.pojo.MemoryResult;
 
 import java.io.IOException;
 import java.time.LocalDate;