feat: 先进智能体功能上线

- 基于 agent-runtime 打造，默认 ReAct agent
- 支持 agent 能力对接，已对接工作流、插件、知识库等 tool 能力
- 全新 agent 编排界面，支持可视化便捷配置 agent
- 全新 agent 聊天界面，支持快捷操作、额外知识库选择等

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/controller/agent/AgentCategoryController.java

@@ -78,7 +78,7 @@ public class AgentCategoryController extends BaseCurdController<AgentCategorySer
         for (Serializable id : ids) {
             QueryWrapper queryWrapper = QueryWrapper.create().eq(Agent::getCategoryId, id);
             List<Agent> agents = agentMapper.selectListByQuery(queryWrapper);
-            if (!agents.isEmpty()) {
+            if (agents != null && !agents.isEmpty()) {
                 throw new BusinessException("请先删除该分类下的所有 Agent");
             }
         }

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/controller/agent/AgentSessionController.java

@@ -14,6 +14,7 @@ import tech.easyflow.common.satoken.util.SaTokenUtil;
 import tech.easyflow.common.web.jsonbody.JsonBody;
 
 import java.math.BigInteger;
+import java.util.List;
 
 /**
  * Agent 管理端会话控制器。
@@ -104,6 +105,19 @@ public class AgentSessionController {
         return Result.ok();
     }
 
+    /**
+     * 保存 Agent 会话临时知识库。
+     *
+     * @param sessionId 会话 ID
+     * @param knowledgeIds 临时知识库 ID
+     * @return 操作结果
+     */
+    @PostMapping("/{sessionId}/extraKnowledges")
+    public Result<ChatWorkspaceSessionDetailView> saveExtraKnowledges(@PathVariable BigInteger sessionId,
+                                                                      @JsonBody(value = "knowledgeIds") List<BigInteger> knowledgeIds) {
+        return Result.ok(agentSessionService.saveCurrentUserExtraKnowledges(currentAccount(), sessionId, knowledgeIds));
+    }
+
     /**
      * 删除 Agent 会话。
      *

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/controller/ai/DocumentChunkController.java

@@ -9,6 +9,7 @@ import tech.easyflow.ai.entity.Model;
 import tech.easyflow.ai.service.DocumentChunkService;
 import tech.easyflow.ai.service.DocumentCollectionService;
 import tech.easyflow.ai.service.ModelService;
+import tech.easyflow.ai.support.DocumentStoreLifecycleSupport;
 import tech.easyflow.common.annotation.UsePermission;
 import tech.easyflow.common.domain.Result;
 import tech.easyflow.common.web.controller.BaseCurdController;
@@ -93,6 +94,7 @@ public class DocumentChunkController extends BaseCurdController<DocumentChunkSer
             if (documentStore == null) {
                 return Result.fail(2, "知识库没有配置向量库");
             }
+            try {
                 // 设置向量模型
                 Model model = modelService.getModelInstance(knowledge.getVectorEmbedModelId());
                 if (model == null) {
@@ -109,6 +111,9 @@ public class DocumentChunkController extends BaseCurdController<DocumentChunkSer
                 document.setMetadataMap(metadata);
                 StoreResult result = documentStore.update(document, options); // 更新已有记录
                 return Result.ok(result);
+            } finally {
+                DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+            }
         }
         return Result.ok(false);
     }
@@ -135,6 +140,7 @@ public class DocumentChunkController extends BaseCurdController<DocumentChunkSer
         if (documentStore == null) {
             return Result.fail(3, "知识库没有配置向量库");
         }
+        try {
             // 设置向量模型
             Model model = modelService.getModelInstance(knowledge.getVectorEmbedModelId());
             if (model == null) {
@@ -149,5 +155,8 @@ public class DocumentChunkController extends BaseCurdController<DocumentChunkSer
             documentChunkService.removeChunk(knowledge, chunkId);
 
             return super.remove(chunkId);
+        } finally {
+            DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+        }
     }
 }

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/controller/ai/ShareKnowledgeController.java

@@ -42,6 +42,7 @@ import tech.easyflow.ai.service.KnowledgeEmbeddingService;
 import tech.easyflow.ai.service.KnowledgeShareAuditService;
 import tech.easyflow.ai.service.KnowledgeShareService;
 import tech.easyflow.ai.service.ModelService;
+import tech.easyflow.ai.support.DocumentStoreLifecycleSupport;
 import tech.easyflow.ai.vo.FaqImportResultVo;
 import tech.easyflow.ai.vo.KnowledgeShareAuthContext;
 import tech.easyflow.ai.vo.KnowledgeShareViewDetail;
@@ -520,6 +521,7 @@ public class ShareKnowledgeController {
             if (documentStore == null) {
                 return Result.fail(2, "知识库没有配置向量库");
             }
+            try {
                 Model model = modelService.getModelInstance(context.getKnowledge().getVectorEmbedModelId());
                 if (model == null) {
                     return Result.fail(3, "知识库没有配置向量模型");
@@ -533,6 +535,9 @@ public class ShareKnowledgeController {
                 audit(context, "更新分享文档 Chunk", "KNOWLEDGE_SHARE_URL_WRITE", true,
                     auditDetail("knowledgeId", context.getKnowledge().getId(), "chunkId", documentChunk.getId()));
                 return Result.ok(result);
+            } finally {
+                DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+            }
         }
         return Result.ok(false);
     }
@@ -559,6 +564,7 @@ public class ShareKnowledgeController {
         if (documentStore == null) {
             return Result.fail(2, "知识库没有配置向量库");
         }
+        try {
             Model model = modelService.getModelInstance(context.getKnowledge().getVectorEmbedModelId());
             if (model == null) {
                 return Result.fail(3, "知识库没有配置向量模型");
@@ -570,6 +576,9 @@ public class ShareKnowledgeController {
             audit(context, "删除分享文档 Chunk", "KNOWLEDGE_SHARE_URL_WRITE", true,
                 auditDetail("knowledgeId", context.getKnowledge().getId(), "chunkId", chunkId));
             return Result.ok(true);
+        } finally {
+            DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+        }
     }
 
     /**

easyflow-api/easyflow-api-admin/src/main/java/tech/easyflow/admin/service/agent/AgentSessionService.java

@@ -10,13 +10,12 @@ import tech.easyflow.agent.service.AgentService;
 import tech.easyflow.ai.entity.DocumentCollection;
 import tech.easyflow.ai.enums.PublishStatus;
 import tech.easyflow.ai.service.DocumentCollectionService;
-import tech.easyflow.chatlog.domain.dto.ChatHistoryPage;
+import tech.easyflow.chatlog.domain.command.ChatSessionUpsertCommand;
-import tech.easyflow.chatlog.domain.dto.ChatMessageRecord;
+import tech.easyflow.chatlog.domain.dto.*;
-import tech.easyflow.chatlog.domain.dto.ChatSessionPage;
-import tech.easyflow.chatlog.domain.dto.ChatSessionSummary;
 import tech.easyflow.chatlog.domain.query.ChatPageQuery;
 import tech.easyflow.chatlog.service.ChatSessionCommandService;
 import tech.easyflow.chatlog.service.ChatSessionQueryService;
+import tech.easyflow.chatlog.support.ChatJsonSupport;
 import tech.easyflow.common.entity.LoginAccount;
 import tech.easyflow.common.web.exceptions.BusinessException;
 import tech.easyflow.system.enums.CategoryResourceType;
@@ -40,6 +39,7 @@ public class AgentSessionService {
     private final DocumentCollectionService documentCollectionService;
     private final ResourceAccessService resourceAccessService;
     private final AgentRuntimeStateCleanupService agentRuntimeStateCleanupService;
+    private final ChatJsonSupport chatJsonSupport;
 
     /**
      * 创建 Agent 管理端会话服务。
@@ -50,19 +50,22 @@ public class AgentSessionService {
      * @param documentCollectionService 知识库服务
      * @param resourceAccessService 资源访问服务
      * @param agentRuntimeStateCleanupService Agent 运行态清理服务
+     * @param chatJsonSupport 聊天 JSON 工具
      */
     public AgentSessionService(ChatSessionQueryService chatSessionQueryService,
                                ChatSessionCommandService chatSessionCommandService,
                                AgentService agentService,
                                DocumentCollectionService documentCollectionService,
                                ResourceAccessService resourceAccessService,
-                               AgentRuntimeStateCleanupService agentRuntimeStateCleanupService) {
+                               AgentRuntimeStateCleanupService agentRuntimeStateCleanupService,
+                               ChatJsonSupport chatJsonSupport) {
         this.chatSessionQueryService = chatSessionQueryService;
         this.chatSessionCommandService = chatSessionCommandService;
         this.agentService = agentService;
         this.documentCollectionService = documentCollectionService;
         this.resourceAccessService = resourceAccessService;
         this.agentRuntimeStateCleanupService = agentRuntimeStateCleanupService;
+        this.chatJsonSupport = chatJsonSupport;
     }
 
     /**
@@ -103,6 +106,12 @@ public class AgentSessionService {
         Agent displayAgent = availability == null ? null : availability.displayAgent();
         detail.setAssistant(toAssistantView(displayAgent, summary));
         detail.setBoundKnowledges(resolveBoundKnowledges(displayAgent));
+        ExtraKnowledgeResolution extraKnowledgeResolution = resolveExtraKnowledges(summary);
+        detail.setExtraKnowledges(extraKnowledgeResolution.validKnowledges());
+        detail.setRemovedExtraKnowledgeNames(extraKnowledgeResolution.removedNames());
+        if (extraKnowledgeResolution.shouldSync()) {
+            syncSessionExtraKnowledges(summary, extraKnowledgeResolution.validKnowledgeIds(), account.getId());
+        }
         return detail;
     }
 
@@ -150,6 +159,26 @@ public class AgentSessionService {
         chatSessionCommandService.renameSession(sessionId, account.getId(), title.trim(), account.getId());
     }
 
+    /**
+     * 保存当前用户 Agent 会话的临时知识库。
+     *
+     * @param account 当前登录账号
+     * @param sessionId 会话 ID
+     * @param knowledgeIds 临时知识库 ID
+     * @return 更新后的会话详情
+     */
+    public ChatWorkspaceSessionDetailView saveCurrentUserExtraKnowledges(LoginAccount account,
+                                                                         BigInteger sessionId,
+                                                                         List<BigInteger> knowledgeIds) {
+        ChatSessionSummary summary = requireUserAgentSession(account, sessionId);
+        ExtraKnowledgeResolution resolution = resolveVisibleKnowledgeViews(normalizeExtraKnowledgeIds(knowledgeIds));
+        if (!resolution.removedNames().isEmpty()) {
+            throw new BusinessException("所选知识库已失效或无权限使用");
+        }
+        syncSessionExtraKnowledges(summary, resolution.validKnowledgeIds(), account.getId());
+        return getCurrentUserSession(account, sessionId);
+    }
+
     /**
      * 删除当前用户的 Agent 会话。
      *
@@ -295,8 +324,97 @@ public class AgentSessionService {
         return view;
     }
 
+    private ExtraKnowledgeResolution resolveExtraKnowledges(ChatSessionSummary summary) {
+        ChatSessionExtPayload payload = chatJsonSupport.fromJson(summary.getExtJson(), ChatSessionExtPayload.class);
+        List<BigInteger> extraKnowledgeIds = payload == null ? List.of() : payload.getExtraKnowledgeIds();
+        return resolveVisibleKnowledgeViews(extraKnowledgeIds);
+    }
+
+    private ExtraKnowledgeResolution resolveVisibleKnowledgeViews(List<BigInteger> knowledgeIds) {
+        if (knowledgeIds == null || knowledgeIds.isEmpty()) {
+            return new ExtraKnowledgeResolution(List.of(), List.of(), List.of(), false);
+        }
+        List<BigInteger> normalizedIds = normalizeExtraKnowledgeIds(knowledgeIds);
+        if (normalizedIds.isEmpty()) {
+            return new ExtraKnowledgeResolution(List.of(), List.of(), List.of(), false);
+        }
+        List<DocumentCollection> collections = documentCollectionService.listByIds(normalizedIds);
+        Map<BigInteger, DocumentCollection> collectionMap = new LinkedHashMap<>();
+        for (DocumentCollection collection : collections) {
+            collectionMap.put(collection.getId(), collection);
+        }
+        List<ChatWorkspaceKnowledgeView> validKnowledges = new ArrayList<>();
+        List<BigInteger> validKnowledgeIds = new ArrayList<>();
+        List<String> removedNames = new ArrayList<>();
+        boolean changed = false;
+        for (BigInteger knowledgeId : normalizedIds) {
+            DocumentCollection current = collectionMap.get(knowledgeId);
+            if (current == null) {
+                removedNames.add("知识库#" + knowledgeId);
+                changed = true;
+                continue;
+            }
+            if (PublishStatus.from(current.getPublishStatus()) != PublishStatus.PUBLISHED) {
+                removedNames.add(current.getTitle());
+                changed = true;
+                continue;
+            }
+            if (!resourceAccessService.canAccess(CategoryResourceType.KNOWLEDGE, current, ResourceAction.USE)) {
+                removedNames.add(current.getTitle());
+                changed = true;
+                continue;
+            }
+            validKnowledges.add(toKnowledgeView(documentCollectionService.toPublishedView(current)));
+            validKnowledgeIds.add(current.getId());
+        }
+        if (!Objects.equals(normalizedIds, validKnowledgeIds)) {
+            changed = true;
+        }
+        return new ExtraKnowledgeResolution(validKnowledges, validKnowledgeIds, removedNames, changed);
+    }
+
+    private List<BigInteger> normalizeExtraKnowledgeIds(List<BigInteger> knowledgeIds) {
+        if (knowledgeIds == null || knowledgeIds.isEmpty()) {
+            return List.of();
+        }
+        List<BigInteger> normalizedIds = new ArrayList<>();
+        for (BigInteger knowledgeId : knowledgeIds) {
+            if (knowledgeId != null && !normalizedIds.contains(knowledgeId)) {
+                normalizedIds.add(knowledgeId);
+            }
+        }
+        if (normalizedIds.size() > 3) {
+            throw new BusinessException("临时知识库最多选择 3 个");
+        }
+        return normalizedIds;
+    }
+
+    private void syncSessionExtraKnowledges(ChatSessionSummary summary, List<BigInteger> validKnowledgeIds, BigInteger operatorId) {
+        ChatSessionExtPayload payload = new ChatSessionExtPayload();
+        payload.setExtraKnowledgeIds(validKnowledgeIds);
+        ChatSessionUpsertCommand command = new ChatSessionUpsertCommand();
+        command.setSessionId(summary.getId());
+        command.setTenantId(summary.getTenantId());
+        command.setDeptId(summary.getDeptId());
+        command.setUserId(summary.getUserId());
+        command.setUserAccount(summary.getUserAccount());
+        command.setAssistantId(summary.getAssistantId());
+        command.setAssistantCode(summary.getAssistantCode());
+        command.setAssistantName(summary.getAssistantName());
+        command.setTitle(summary.getTitle());
+        command.setExtJson(chatJsonSupport.toJson(payload));
+        command.setOperatorId(operatorId);
+        chatSessionCommandService.createOrTouchSession(command);
+    }
+
     private record AgentAvailability(boolean continuable,
                                      ChatWorkspaceReadOnlyReason reason,
                                      Agent displayAgent) {
     }
+
+    private record ExtraKnowledgeResolution(List<ChatWorkspaceKnowledgeView> validKnowledges,
+                                            List<BigInteger> validKnowledgeIds,
+                                            List<String> removedNames,
+                                            boolean shouldSync) {
+    }
 }

easyflow-api/easyflow-api-public/src/main/java/tech/easyflow/publicapi/controller/PublicKnowledgeShareController.java

@@ -36,6 +36,7 @@ import tech.easyflow.ai.service.KnowledgeShareAuditService;
 import tech.easyflow.ai.service.KnowledgeSharePermissionService;
 import tech.easyflow.ai.service.ModelService;
 import tech.easyflow.ai.service.impl.KnowledgeSharePermissionServiceImpl;
+import tech.easyflow.ai.support.DocumentStoreLifecycleSupport;
 import tech.easyflow.ai.vo.FaqImportResultVo;
 import tech.easyflow.common.domain.Result;
 import tech.easyflow.common.filestorage.FileStorageService;
@@ -342,6 +343,7 @@ public class PublicKnowledgeShareController {
             if (documentStore == null) {
                 return Result.fail(2, "知识库没有配置向量库");
             }
+            try {
                 Model model = modelService.getModelInstance(knowledge.getVectorEmbedModelId());
                 if (model == null) {
                     return Result.fail(3, "知识库没有配置向量模型");
@@ -354,6 +356,9 @@ public class PublicKnowledgeShareController {
                 StoreResult result = documentStore.update(doc, options);
                 audit(apiKey, "API更新文档 Chunk", "KNOWLEDGE_API_SHARE_WRITE", request.getRequestURI(), Map.of("knowledgeId", knowledgeId, "chunkId", documentChunk.getId()));
                 return Result.ok(result);
+            } finally {
+                DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+            }
         }
         return Result.ok(false);
     }
@@ -376,6 +381,7 @@ public class PublicKnowledgeShareController {
         if (documentStore == null) {
             return Result.fail(2, "知识库没有配置向量库");
         }
+        try {
             Model model = modelService.getModelInstance(knowledge.getVectorEmbedModelId());
             if (model == null) {
                 return Result.fail(3, "知识库没有配置向量模型");
@@ -386,6 +392,9 @@ public class PublicKnowledgeShareController {
             documentChunkService.removeById(chunkId);
             audit(apiKey, "API删除文档 Chunk", "KNOWLEDGE_API_SHARE_WRITE", request.getRequestURI(), Map.of("knowledgeId", knowledgeId, "chunkId", chunkId));
             return Result.ok(true);
+        } finally {
+            DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+        }
     }
 
     /**

easyflow-commons/easyflow-common-analytical-db/pom.xml

@@ -25,6 +25,11 @@
             <groupId>org.springframework.boot</groupId>
             <artifactId>spring-boot-autoconfigure</artifactId>
         </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-actuator</artifactId>
+            <version>${spring-boot.version}</version>
+        </dependency>
         <dependency>
             <groupId>com.clickhouse</groupId>
             <artifactId>clickhouse-jdbc</artifactId>

easyflow-commons/easyflow-common-analytical-db/src/main/java/tech/easyflow/common/analyticaldb/support/AnalyticalDBHealthIndicator.java

@@ -0,0 +1,41 @@
+package tech.easyflow.common.analyticaldb.support;
+
+import org.springframework.boot.actuate.health.Health;
+import org.springframework.boot.actuate.health.HealthIndicator;
+import org.springframework.stereotype.Component;
+
+/**
+ * 分析数据库健康检查。
+ */
+@Component("analyticalDbHealthIndicator")
+public class AnalyticalDBHealthIndicator implements HealthIndicator {
+
+    private final AnalyticalDBHealthSupport healthSupport;
+
+    /**
+     * 创建分析数据库健康检查器。
+     *
+     * @param healthSupport 分析数据库健康检查支持
+     */
+    public AnalyticalDBHealthIndicator(AnalyticalDBHealthSupport healthSupport) {
+        this.healthSupport = healthSupport;
+    }
+
+    /**
+     * 检查分析数据库是否可用。
+     *
+     * @return 健康状态
+     */
+    @Override
+    public Health health() {
+        if (!healthSupport.enabled()) {
+            return Health.up().withDetail("enabled", false).build();
+        }
+        try {
+            healthSupport.selfCheck();
+            return Health.up().withDetail("enabled", true).build();
+        } catch (Exception e) {
+            return Health.down(e).withDetail("enabled", true).build();
+        }
+    }
+}

easyflow-commons/easyflow-common-audio/src/main/java/tech/easyflow/common/audio/config/AudioThreadPoolProperties.java

@@ -0,0 +1,30 @@
+package tech.easyflow.common.audio.config;
+
+import org.springframework.boot.context.properties.ConfigurationProperties;
+
+/**
+ * 音频模块线程池配置。
+ */
+@ConfigurationProperties(prefix = "easyflow.thread-pool.scheduler")
+public class AudioThreadPoolProperties {
+
+    private int poolSize = 4;
+
+    /**
+     * 获取调度线程池大小。
+     *
+     * @return 调度线程池大小
+     */
+    public int getPoolSize() {
+        return poolSize;
+    }
+
+    /**
+     * 设置调度线程池大小。
+     *
+     * @param poolSize 调度线程池大小
+     */
+    public void setPoolSize(int poolSize) {
+        this.poolSize = poolSize;
+    }
+}

easyflow-commons/easyflow-common-audio/src/main/java/tech/easyflow/common/audio/socket/SchedulingConfig.java

@@ -1,19 +1,38 @@
 package tech.easyflow.common.audio.socket;
 
+import org.springframework.boot.context.properties.EnableConfigurationProperties;
 import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
 import org.springframework.scheduling.TaskScheduler;
 import org.springframework.scheduling.annotation.EnableScheduling;
 import org.springframework.scheduling.concurrent.ThreadPoolTaskScheduler;
+import tech.easyflow.common.audio.config.AudioThreadPoolProperties;
 
 @Configuration
 @EnableScheduling
+@EnableConfigurationProperties(AudioThreadPoolProperties.class)
 public class SchedulingConfig {
 
+    private final AudioThreadPoolProperties properties;
+
+    /**
+     * 创建音频调度配置。
+     *
+     * @param properties 音频调度线程池配置
+     */
+    public SchedulingConfig(AudioThreadPoolProperties properties) {
+        this.properties = properties;
+    }
+
+    /**
+     * 创建调度线程池。
+     *
+     * @return 调度线程池
+     */
     @Bean
     public TaskScheduler taskScheduler() {
         ThreadPoolTaskScheduler scheduler = new ThreadPoolTaskScheduler();
-        scheduler.setPoolSize(10);
+        scheduler.setPoolSize(properties.getPoolSize());
         scheduler.setThreadNamePrefix("scheduled-task-");
         scheduler.setDaemon(true);
         scheduler.initialize();

easyflow-commons/easyflow-common-mq/pom.xml

@@ -22,5 +22,10 @@
             <artifactId>jackson-databind</artifactId>
             <version>${jackson.version}</version>
         </dependency>
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-pool2</artifactId>
+            <version>2.11.1</version>
+        </dependency>
     </dependencies>
 </project>

easyflow-commons/easyflow-common-mq/src/main/java/tech/easyflow/common/mq/config/MQConfiguration.java

@@ -9,7 +9,9 @@ import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
 import org.springframework.data.redis.connection.RedisPassword;
 import org.springframework.data.redis.connection.RedisStandaloneConfiguration;
+import org.springframework.data.redis.connection.lettuce.LettuceClientConfiguration;
 import org.springframework.data.redis.connection.lettuce.LettuceConnectionFactory;
+import org.springframework.data.redis.connection.lettuce.LettucePoolingClientConfiguration;
 import org.springframework.data.redis.core.StringRedisTemplate;
 import tech.easyflow.common.mq.core.MQConsumerContainer;
 import tech.easyflow.common.mq.core.MQConsumerHandler;
@@ -24,6 +26,10 @@ import tech.easyflow.common.mq.redis.RedisMQProducer;
 import tech.easyflow.common.mq.redis.RedisStreamKeySupport;
 import tech.easyflow.common.mq.support.MQHealthSupport;
 
+import org.apache.commons.pool2.impl.GenericObjectPoolConfig;
+
+import io.lettuce.core.api.StatefulConnection;
+
 import java.util.List;
 
 @Configuration
@@ -43,11 +49,27 @@ public class MQConfiguration {
         if (redisProperties.getPassword() != null) {
             configuration.setPassword(RedisPassword.of(redisProperties.getPassword()));
         }
-        LettuceConnectionFactory connectionFactory = new LettuceConnectionFactory(configuration);
+        LettuceClientConfiguration clientConfiguration = createClientConfiguration(redisProperties, mqProperties);
+        LettuceConnectionFactory connectionFactory = new LettuceConnectionFactory(configuration, clientConfiguration);
         connectionFactory.afterPropertiesSet();
         return new MQRedisResources(connectionFactory, new StringRedisTemplate(connectionFactory));
     }
 
+    private LettuceClientConfiguration createClientConfiguration(RedisProperties redisProperties,
+                                                                 MQProperties mqProperties) {
+        MQProperties.Redis.Pool pool = mqProperties.getRedis().getPool();
+        GenericObjectPoolConfig<StatefulConnection<?, ?>> poolConfig = new GenericObjectPoolConfig<>();
+        poolConfig.setMaxTotal(pool.getMaxActive());
+        poolConfig.setMaxIdle(pool.getMaxIdle());
+        poolConfig.setMinIdle(pool.getMinIdle());
+        LettucePoolingClientConfiguration.LettucePoolingClientConfigurationBuilder builder =
+            LettucePoolingClientConfiguration.builder().poolConfig(poolConfig);
+        if (redisProperties.getTimeout() != null) {
+            builder.commandTimeout(redisProperties.getTimeout());
+        }
+        return builder.build();
+    }
+
     @Bean(name = "mqRedisConnectionFactory", autowireCandidate = false, defaultCandidate = false)
     @ConditionalOnProperty(prefix = "easyflow.mq", name = "enabled", havingValue = "true", matchIfMissing = true)
     public LettuceConnectionFactory mqRedisConnectionFactory(MQRedisResources mqRedisResources) {

easyflow-commons/easyflow-common-mq/src/main/java/tech/easyflow/common/mq/config/MQProperties.java

@@ -40,6 +40,8 @@ public class MQProperties {
         private Duration consumerBlockTimeout = Duration.ofMillis(2000);
         private Duration pendingClaimIdle = Duration.ofMillis(60000);
         private int maxRetry = 16;
+        private ConsumerExecutor consumerExecutor = new ConsumerExecutor();
+        private Pool pool = new Pool();
 
         public int getDatabase() {
             return database;
@@ -96,5 +98,98 @@ public class MQProperties {
         public void setMaxRetry(int maxRetry) {
             this.maxRetry = maxRetry;
         }
+
+        public ConsumerExecutor getConsumerExecutor() {
+            return consumerExecutor;
+        }
+
+        public void setConsumerExecutor(ConsumerExecutor consumerExecutor) {
+            this.consumerExecutor = consumerExecutor;
+        }
+
+        public Pool getPool() {
+            return pool;
+        }
+
+        public void setPool(Pool pool) {
+            this.pool = pool;
+        }
+
+        /**
+         * Redis MQ 消费线程池配置。
+         */
+        public static class ConsumerExecutor {
+
+            private int coreSize = 4;
+            private int maxSize = 12;
+            private int queueCapacity = 64;
+            private int keepAliveSeconds = 60;
+
+            public int getCoreSize() {
+                return coreSize;
+            }
+
+            public void setCoreSize(int coreSize) {
+                this.coreSize = coreSize;
+            }
+
+            public int getMaxSize() {
+                return maxSize;
+            }
+
+            public void setMaxSize(int maxSize) {
+                this.maxSize = maxSize;
+            }
+
+            public int getQueueCapacity() {
+                return queueCapacity;
+            }
+
+            public void setQueueCapacity(int queueCapacity) {
+                this.queueCapacity = queueCapacity;
+            }
+
+            public int getKeepAliveSeconds() {
+                return keepAliveSeconds;
+            }
+
+            public void setKeepAliveSeconds(int keepAliveSeconds) {
+                this.keepAliveSeconds = keepAliveSeconds;
+            }
+        }
+
+        /**
+         * Redis MQ 连接池配置。
+         */
+        public static class Pool {
+
+            private int maxActive = 12;
+            private int maxIdle = 8;
+            private int minIdle = 1;
+
+            public int getMaxActive() {
+                return maxActive;
+            }
+
+            public void setMaxActive(int maxActive) {
+                this.maxActive = maxActive;
+            }
+
+            public int getMaxIdle() {
+                return maxIdle;
+            }
+
+            public void setMaxIdle(int maxIdle) {
+                this.maxIdle = maxIdle;
+            }
+
+            public int getMinIdle() {
+                return minIdle;
+            }
+
+            public void setMinIdle(int minIdle) {
+                this.minIdle = minIdle;
+            }
+        }
     }
 }

easyflow-commons/easyflow-common-mq/src/main/java/tech/easyflow/common/mq/redis/RedisMQConsumerContainer.java

@@ -30,9 +30,11 @@ import java.util.ArrayList;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
+import java.util.concurrent.ArrayBlockingQueue;
 import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
+import java.util.concurrent.ThreadPoolExecutor;
 import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicInteger;
 
 public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifecycle {
 
@@ -45,7 +47,7 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
     private final MQDeadLetterService deadLetterService;
     private final RedisStreamKeySupport keySupport;
     private final List<MQConsumerHandler> handlers;
-    private final ExecutorService executorService = Executors.newCachedThreadPool();
+    private final ExecutorService executorService;
 
     private volatile boolean running;
 
@@ -63,6 +65,7 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
         this.deadLetterService = deadLetterService;
         this.keySupport = keySupport;
         this.handlers = handlers;
+        this.executorService = createExecutor(properties, handlers);
     }
 
     @Override
@@ -77,7 +80,12 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
                 int currentShard = shard;
                 LOG.info("启动 MQ 消费线程: topic={}, group={}, shard={}, handler={}",
                     subscription.getTopic(), subscription.getConsumerGroup(), currentShard, handler.getClass().getSimpleName());
+                try {
                     executorService.submit(() -> consumeLoop(handler, subscription, currentShard));
+                } catch (RuntimeException e) {
+                    running = false;
+                    throw e;
+                }
             }
         }
     }
@@ -108,6 +116,42 @@ public class RedisMQConsumerContainer implements MQConsumerContainer, SmartLifec
         stop();
     }
 
+    private ExecutorService createExecutor(MQProperties properties, List<MQConsumerHandler> handlers) {
+        MQProperties.Redis.ConsumerExecutor config = properties.getRedis().getConsumerExecutor();
+        int consumerTaskCount = handlers.stream()
+            .map(MQConsumerHandler::subscription)
+            .filter(Objects::nonNull)
+            .mapToInt(subscription -> Math.max(subscription.getShardCount(), 1))
+            .sum();
+        if (config.getCoreSize() > config.getMaxSize()) {
+            throw new IllegalStateException("Redis MQ 消费线程池配置错误：core-size 不能大于 max-size");
+        }
+        if (consumerTaskCount > config.getMaxSize()) {
+            throw new IllegalStateException("Redis MQ 消费线程池配置错误：max-size="
+                + config.getMaxSize() + " 小于消费循环数 " + consumerTaskCount
+                + "，请调大 easyflow.mq.redis.consumer-executor.max-size");
+        }
+        int coreSize = Math.max(config.getCoreSize(), consumerTaskCount);
+        int maxSize = config.getMaxSize();
+        AtomicInteger threadIndex = new AtomicInteger(1);
+        ThreadPoolExecutor executor = new ThreadPoolExecutor(
+            coreSize,
+            maxSize,
+            config.getKeepAliveSeconds(),
+            TimeUnit.SECONDS,
+            new ArrayBlockingQueue<>(config.getQueueCapacity()),
+            task -> {
+                Thread thread = new Thread(task);
+                thread.setName("redis-mq-consumer-" + threadIndex.getAndIncrement());
+                thread.setDaemon(false);
+                return thread;
+            },
+            new ThreadPoolExecutor.AbortPolicy()
+        );
+        executor.allowCoreThreadTimeOut(true);
+        return executor;
+    }
+
     private void consumeLoop(MQConsumerHandler handler, MQSubscription subscription, int shard) {
         String streamKey = keySupport.streamKey(subscription.getTopic(), shard);
         String consumerName = subscription.getConsumerGroup() + "-" + shard;

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/config/AgentModuleConfig.java

@@ -3,12 +3,14 @@ package tech.easyflow.agent.config;
 import org.mybatis.spring.annotation.MapperScan;
 import org.springframework.boot.autoconfigure.AutoConfiguration;
 import org.springframework.boot.context.properties.EnableConfigurationProperties;
+import org.springframework.context.annotation.ComponentScan;
 
 /**
  * Agent 模块自动配置。
  */
 @AutoConfiguration
 @MapperScan("tech.easyflow.agent.mapper")
+@ComponentScan("tech.easyflow.agent")
 @EnableConfigurationProperties(AgentRuntimeProperties.class)
 public class AgentModuleConfig {
 }

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentChatCapability.java

@@ -0,0 +1,53 @@
+package tech.easyflow.agent.runtime;
+
+import java.io.Serializable;
+import java.math.BigInteger;
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * Agent 聊天临时能力请求项。
+ */
+public class AgentChatCapability implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    private String type;
+    private List<BigInteger> resourceIds = new ArrayList<>();
+
+    /**
+     * 获取能力类型。
+     *
+     * @return 能力类型
+     */
+    public String getType() {
+        return type;
+    }
+
+    /**
+     * 设置能力类型。
+     *
+     * @param type 能力类型
+     */
+    public void setType(String type) {
+        this.type = type;
+    }
+
+    /**
+     * 获取资源 ID 列表。
+     *
+     * @return 资源 ID 列表
+     */
+    public List<BigInteger> getResourceIds() {
+        return resourceIds;
+    }
+
+    /**
+     * 设置资源 ID 列表。
+     *
+     * @param resourceIds 资源 ID 列表
+     */
+    public void setResourceIds(List<BigInteger> resourceIds) {
+        this.resourceIds = resourceIds == null ? new ArrayList<>() : new ArrayList<>(resourceIds);
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentChatCapabilityService.java

@@ -0,0 +1,171 @@
+package tech.easyflow.agent.runtime;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.springframework.stereotype.Service;
+import tech.easyflow.agent.entity.Agent;
+import tech.easyflow.agent.entity.AgentKnowledgeBinding;
+import tech.easyflow.ai.entity.DocumentCollection;
+import tech.easyflow.ai.enums.PublishStatus;
+import tech.easyflow.ai.service.DocumentCollectionService;
+import tech.easyflow.common.entity.LoginAccount;
+import tech.easyflow.common.web.exceptions.BusinessException;
+import tech.easyflow.system.enums.CategoryResourceType;
+import tech.easyflow.system.enums.ResourceAction;
+import tech.easyflow.system.service.ResourceAccessService;
+
+import java.math.BigInteger;
+import java.util.*;
+
+/**
+ * Agent 聊天临时能力编排服务。
+ */
+@Service
+public class AgentChatCapabilityService {
+
+    private static final String KNOWLEDGE_CAPABILITY_TYPE = "KNOWLEDGE";
+    private static final String DEFAULT_RETRIEVAL_MODE = "HYBRID";
+    private static final int MAX_EXTRA_KNOWLEDGE_COUNT = 3;
+
+    private final DocumentCollectionService documentCollectionService;
+    private final ResourceAccessService resourceAccessService;
+    private final ObjectMapper objectMapper;
+
+    /**
+     * 创建 Agent 聊天临时能力编排服务。
+     *
+     * @param documentCollectionService 知识库服务
+     * @param resourceAccessService 资源访问服务
+     * @param objectMapper 对象复制工具
+     */
+    public AgentChatCapabilityService(DocumentCollectionService documentCollectionService,
+                                      ResourceAccessService resourceAccessService,
+                                      ObjectMapper objectMapper) {
+        this.documentCollectionService = documentCollectionService;
+        this.resourceAccessService = resourceAccessService;
+        this.objectMapper = objectMapper;
+    }
+
+    /**
+     * 将临时聊天能力合并到运行时 Agent 定义中。
+     *
+     * @param agent 已发布 Agent 运行视图
+     * @param capabilities 临时能力请求
+     * @param account 当前登录账号
+     * @return 能力解析结果
+     */
+    public AgentChatCapabilityResolution apply(Agent agent,
+                                               List<AgentChatCapability> capabilities,
+                                               LoginAccount account) {
+        List<BigInteger> extraKnowledgeIds = resolveKnowledgeIds(capabilities);
+        boolean knowledgeCapabilityProvided = hasKnowledgeCapability(capabilities);
+        if (agent == null || extraKnowledgeIds.isEmpty()) {
+            return new AgentChatCapabilityResolution(agent, extraKnowledgeIds, knowledgeCapabilityProvided);
+        }
+        Agent runtimeAgent = objectMapper.convertValue(agent, Agent.class);
+        List<AgentKnowledgeBinding> mergedBindings = new ArrayList<>();
+        Set<BigInteger> existingKnowledgeIds = new LinkedHashSet<>();
+        if (runtimeAgent.getKnowledgeBindings() != null) {
+            for (AgentKnowledgeBinding binding : runtimeAgent.getKnowledgeBindings()) {
+                if (binding == null) {
+                    continue;
+                }
+                mergedBindings.add(binding);
+                if (Boolean.TRUE.equals(binding.getEnabled()) && binding.getKnowledgeId() != null) {
+                    existingKnowledgeIds.add(binding.getKnowledgeId());
+                }
+            }
+        }
+        int sortNo = mergedBindings.size();
+        for (BigInteger knowledgeId : extraKnowledgeIds) {
+            if (existingKnowledgeIds.contains(knowledgeId)) {
+                continue;
+            }
+            DocumentCollection knowledge = documentCollectionService.getById(knowledgeId);
+            validateKnowledge(knowledge);
+            resourceAccessService.assertAccess(
+                    CategoryResourceType.KNOWLEDGE,
+                    knowledge,
+                    ResourceAction.USE,
+                    "无权限使用所选知识库"
+            );
+            AgentKnowledgeBinding binding = new AgentKnowledgeBinding();
+            binding.setTenantId(account == null ? runtimeAgent.getTenantId() : account.getTenantId());
+            binding.setAgentId(runtimeAgent.getId());
+            binding.setKnowledgeId(knowledgeId);
+            binding.setRetrievalMode(DEFAULT_RETRIEVAL_MODE);
+            binding.setEnabled(true);
+            binding.setSortNo(sortNo++);
+            mergedBindings.add(binding);
+            existingKnowledgeIds.add(knowledgeId);
+        }
+        runtimeAgent.setKnowledgeBindings(mergedBindings);
+        return new AgentChatCapabilityResolution(runtimeAgent, extraKnowledgeIds, knowledgeCapabilityProvided);
+    }
+
+    /**
+     * 从能力列表提取知识库 ID。
+     *
+     * @param capabilities 临时能力列表
+     * @return 已去重知识库 ID
+     */
+    public List<BigInteger> resolveKnowledgeIds(List<AgentChatCapability> capabilities) {
+        if (capabilities == null || capabilities.isEmpty()) {
+            return List.of();
+        }
+        LinkedHashSet<BigInteger> ids = new LinkedHashSet<>();
+        for (AgentChatCapability capability : capabilities) {
+            if (capability == null || !isKnowledgeCapability(capability.getType())) {
+                continue;
+            }
+            if (capability.getResourceIds() == null) {
+                continue;
+            }
+            for (BigInteger resourceId : capability.getResourceIds()) {
+                if (resourceId != null) {
+                    ids.add(resourceId);
+                }
+            }
+        }
+        if (ids.size() > MAX_EXTRA_KNOWLEDGE_COUNT) {
+            throw new BusinessException("临时知识库最多选择 3 个");
+        }
+        return new ArrayList<>(ids);
+    }
+
+    private boolean isKnowledgeCapability(String type) {
+        return Objects.equals(KNOWLEDGE_CAPABILITY_TYPE, type == null ? null : type.trim().toUpperCase());
+    }
+
+    private boolean hasKnowledgeCapability(List<AgentChatCapability> capabilities) {
+        if (capabilities == null || capabilities.isEmpty()) {
+            return false;
+        }
+        for (AgentChatCapability capability : capabilities) {
+            if (capability != null && isKnowledgeCapability(capability.getType())) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    private void validateKnowledge(DocumentCollection knowledge) {
+        if (knowledge == null) {
+            throw new BusinessException("所选知识库不存在");
+        }
+        if (PublishStatus.from(knowledge.getPublishStatus()) != PublishStatus.PUBLISHED) {
+            throw new BusinessException("所选知识库未发布，无法用于聊天");
+        }
+    }
+
+    /**
+     * Agent 聊天临时能力解析结果。
+     *
+     * @param agent 合并临时能力后的运行时 Agent
+     * @param extraKnowledgeIds 本次选择的临时知识库 ID
+     * @param knowledgeCapabilityProvided 请求是否显式传入知识库能力
+     */
+    public record AgentChatCapabilityResolution(Agent agent,
+                                                List<BigInteger> extraKnowledgeIds,
+                                                boolean knowledgeCapabilityProvided) {
+    }
+}

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentChatRequest.java

@@ -1,6 +1,8 @@
 package tech.easyflow.agent.runtime;
 
 import java.math.BigInteger;
+import java.util.ArrayList;
+import java.util.List;
 
 /**
  * Agent 管理端运行请求。
@@ -10,6 +12,7 @@ public class AgentChatRequest {
     private BigInteger agentId;
     private BigInteger sessionId;
     private String prompt;
+    private List<AgentChatCapability> capabilities = new ArrayList<>();
 
     /**
      * 获取 Agent ID。
@@ -52,4 +55,22 @@ public class AgentChatRequest {
      * @param prompt 用户输入
      */
     public void setPrompt(String prompt) { this.prompt = prompt; }
+
+    /**
+     * 获取本次聊天启用的临时能力。
+     *
+     * @return 临时能力列表
+     */
+    public List<AgentChatCapability> getCapabilities() {
+        return capabilities;
+    }
+
+    /**
+     * 设置本次聊天启用的临时能力。
+     *
+     * @param capabilities 临时能力列表
+     */
+    public void setCapabilities(List<AgentChatCapability> capabilities) {
+        this.capabilities = capabilities == null ? new ArrayList<>() : new ArrayList<>(capabilities);
+    }
 }

easyflow-modules/easyflow-module-agent/src/main/java/tech/easyflow/agent/runtime/AgentRunService.java

@@ -70,6 +70,8 @@ public class AgentRunService {
     @Resource
     private AgentRuntimeFactory agentRuntimeFactory;
     @Resource
+    private AgentChatCapabilityService agentChatCapabilityService;
+    @Resource
     private AgentSessionStore agentSessionStore;
     @Resource
     private EasyFlowAgentSessionStore easyFlowAgentSessionStore;
@@ -121,10 +123,16 @@ public class AgentRunService {
         ChatSessionSummary existingSession = resolveExistingSession(account, sessionId, chatRequest.getAgentId());
         // 获取 Agent 发布快照
         Agent agent = agentService.getPublishedView(chatRequest.getAgentId());
+        AgentChatCapabilityService.AgentChatCapabilityResolution capabilityResolution =
+                agentChatCapabilityService.apply(agent, chatRequest.getCapabilities(), account);
+        agent = capabilityResolution.agent();
         String requestId = UUID.randomUUID().toString();
         String traceId = UUID.randomUUID().toString();
         // 组建会话上下文必要信息
         ChatRuntimeContext chatContext = buildChatRuntimeContext(agent, sessionId, chatRequest.getPrompt(), account);
+        if (capabilityResolution.knowledgeCapabilityProvided()) {
+            chatContext.getExt().put(ChatRuntimeExtKeys.EXTRA_KNOWLEDGE_IDS, capabilityResolution.extraKnowledgeIds());
+        }
         applyFormalSessionTitle(chatContext, chatRequest.getPrompt(), existingSession);
         // 执行对话
         return run(agent, chatRequest.getPrompt(), requestId, traceId, sessionId.toString(),

easyflow-modules/easyflow-module-agent/src/test/java/tech/easyflow/agent/runtime/AgentChatCapabilityServiceTest.java

@@ -0,0 +1,187 @@
+package tech.easyflow.agent.runtime;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.junit.Assert;
+import org.junit.Test;
+import tech.easyflow.agent.entity.Agent;
+import tech.easyflow.agent.entity.AgentKnowledgeBinding;
+import tech.easyflow.ai.entity.DocumentCollection;
+import tech.easyflow.ai.enums.PublishStatus;
+import tech.easyflow.ai.service.DocumentCollectionService;
+import tech.easyflow.common.entity.LoginAccount;
+import tech.easyflow.common.web.exceptions.BusinessException;
+import tech.easyflow.system.enums.CategoryResourceType;
+import tech.easyflow.system.enums.ResourceAction;
+import tech.easyflow.system.permission.resource.VisibilityResource;
+import tech.easyflow.system.service.ResourceAccessService;
+
+import java.lang.reflect.Proxy;
+import java.math.BigInteger;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Agent 聊天临时能力编排服务测试。
+ */
+public class AgentChatCapabilityServiceTest {
+
+    @Test
+    public void applyShouldAppendPublishedKnowledgeAndSkipBoundDuplicate() {
+        DocumentCollectionService documentService = documentService(
+                knowledge(1, PublishStatus.PUBLISHED),
+                knowledge(2, PublishStatus.PUBLISHED)
+        );
+        AgentChatCapabilityService service = new AgentChatCapabilityService(
+                documentService,
+                new AllowResourceAccessService(),
+                new ObjectMapper()
+        );
+        Agent agent = agentWithBoundKnowledge(1);
+
+        AgentChatCapabilityService.AgentChatCapabilityResolution resolution = service.apply(
+                agent,
+                List.of(capability(1, 2, 2)),
+                account()
+        );
+
+        List<AgentKnowledgeBinding> bindings = resolution.agent().getKnowledgeBindings();
+        Assert.assertEquals(List.of(BigInteger.ONE, BigInteger.valueOf(2)), resolution.extraKnowledgeIds());
+        Assert.assertEquals(2, bindings.size());
+        Assert.assertEquals(BigInteger.ONE, bindings.get(0).getKnowledgeId());
+        Assert.assertEquals(BigInteger.valueOf(2), bindings.get(1).getKnowledgeId());
+        Assert.assertEquals("HYBRID", bindings.get(1).getRetrievalMode());
+        Assert.assertTrue(bindings.get(1).getEnabled());
+    }
+
+    @Test
+    public void applyShouldAppendWhenBoundKnowledgeIsDisabled() {
+        DocumentCollectionService documentService = documentService(knowledge(2, PublishStatus.PUBLISHED));
+        AgentChatCapabilityService service = new AgentChatCapabilityService(
+                documentService,
+                new AllowResourceAccessService(),
+                new ObjectMapper()
+        );
+        Agent agent = agentWithBoundKnowledge(2);
+        agent.getKnowledgeBindings().get(0).setEnabled(false);
+
+        AgentChatCapabilityService.AgentChatCapabilityResolution resolution = service.apply(
+                agent,
+                List.of(capability(2)),
+                account()
+        );
+
+        List<AgentKnowledgeBinding> bindings = resolution.agent().getKnowledgeBindings();
+        Assert.assertEquals(2, bindings.size());
+        Assert.assertFalse(bindings.get(0).getEnabled());
+        Assert.assertTrue(bindings.get(1).getEnabled());
+        Assert.assertEquals(BigInteger.valueOf(2), bindings.get(1).getKnowledgeId());
+    }
+
+    @Test
+    public void resolveKnowledgeIdsShouldRejectTooManyItems() {
+        AgentChatCapabilityService service = new AgentChatCapabilityService(
+                documentService(),
+                new AllowResourceAccessService(),
+                new ObjectMapper()
+        );
+
+        Assert.assertThrows(BusinessException.class,
+                () -> service.resolveKnowledgeIds(List.of(capability(1, 2, 3, 4))));
+    }
+
+    @Test
+    public void applyShouldRejectUnpublishedKnowledge() {
+        DocumentCollectionService documentService = documentService(knowledge(2, PublishStatus.OFFLINE));
+        AgentChatCapabilityService service = new AgentChatCapabilityService(
+                documentService,
+                new AllowResourceAccessService(),
+                new ObjectMapper()
+        );
+
+        Assert.assertThrows(BusinessException.class,
+                () -> service.apply(agentWithBoundKnowledge(1), List.of(capability(2)), account()));
+    }
+
+    @Test
+    public void applyShouldRejectUnauthorizedKnowledge() {
+        DocumentCollectionService documentService = documentService(knowledge(2, PublishStatus.PUBLISHED));
+        AgentChatCapabilityService service = new AgentChatCapabilityService(
+                documentService,
+                new DenyResourceAccessService(),
+                new ObjectMapper()
+        );
+
+        Assert.assertThrows(BusinessException.class,
+                () -> service.apply(agentWithBoundKnowledge(1), List.of(capability(2)), account()));
+    }
+
+    private static Agent agentWithBoundKnowledge(int knowledgeId) {
+        Agent agent = new Agent();
+        agent.setId(BigInteger.TEN);
+        agent.setTenantId(BigInteger.ONE);
+        AgentKnowledgeBinding binding = new AgentKnowledgeBinding();
+        binding.setAgentId(agent.getId());
+        binding.setKnowledgeId(BigInteger.valueOf(knowledgeId));
+        binding.setRetrievalMode("HYBRID");
+        binding.setEnabled(true);
+        agent.setKnowledgeBindings(List.of(binding));
+        return agent;
+    }
+
+    private static AgentChatCapability capability(int... ids) {
+        AgentChatCapability capability = new AgentChatCapability();
+        capability.setType("KNOWLEDGE");
+        capability.setResourceIds(java.util.Arrays.stream(ids)
+                .mapToObj(BigInteger::valueOf)
+                .toList());
+        return capability;
+    }
+
+    private static DocumentCollection knowledge(int id, PublishStatus status) {
+        DocumentCollection collection = new DocumentCollection();
+        collection.setId(BigInteger.valueOf(id));
+        collection.setTitle("知识库" + id);
+        collection.setPublishStatus(status.name());
+        return collection;
+    }
+
+    private static LoginAccount account() {
+        LoginAccount account = new LoginAccount();
+        account.setId(BigInteger.valueOf(100));
+        account.setTenantId(BigInteger.ONE);
+        return account;
+    }
+
+    private static DocumentCollectionService documentService(DocumentCollection... collections) {
+        Map<BigInteger, DocumentCollection> collectionMap = new HashMap<>();
+        for (DocumentCollection collection : collections) {
+            collectionMap.put(collection.getId(), collection);
+        }
+        return (DocumentCollectionService) Proxy.newProxyInstance(
+                AgentChatCapabilityServiceTest.class.getClassLoader(),
+                new Class<?>[]{DocumentCollectionService.class},
+                (proxy, method, args) -> switch (method.getName()) {
+                    case "getById" -> collectionMap.get(new BigInteger(String.valueOf(args[0])));
+                    case "toPublishedView" -> args[0];
+                    case "listByIds" -> ((java.util.Collection<?>) args[0]).stream()
+                            .map(id -> collectionMap.get(new BigInteger(String.valueOf(id))))
+                            .filter(java.util.Objects::nonNull)
+                            .toList();
+                    default -> throw new UnsupportedOperationException(method.getName());
+                }
+        );
+    }
+
+    private static class AllowResourceAccessService implements ResourceAccessService {
+        @Override public boolean canAccess(CategoryResourceType resourceType, VisibilityResource resource, ResourceAction action) { return true; }
+        @Override public boolean canAccess(LoginAccount loginAccount, CategoryResourceType resourceType, VisibilityResource resource, ResourceAction action) { return true; }
+        @Override public void assertAccess(CategoryResourceType resourceType, VisibilityResource resource, ResourceAction action, String message) {}
+    }
+
+    private static class DenyResourceAccessService extends AllowResourceAccessService {
+        @Override public void assertAccess(CategoryResourceType resourceType, VisibilityResource resource, ResourceAction action, String message) {
+            throw new BusinessException(message);
+        }
+    }
+}

easyflow-modules/easyflow-module-ai/pom.xml

@@ -115,6 +115,11 @@
             <groupId>tech.easyflow</groupId>
             <artifactId>easyflow-common-mq</artifactId>
         </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-actuator</artifactId>
+            <version>${spring-boot.version}</version>
+        </dependency>
 
         <dependency>
             <groupId>com.easyagents</groupId>

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/config/AiModuleConfig.java

@@ -2,8 +2,16 @@ package tech.easyflow.ai.config;
 
 import org.mybatis.spring.annotation.MapperScan;
 import org.springframework.boot.autoconfigure.AutoConfiguration;
+import org.springframework.boot.context.properties.EnableConfigurationProperties;
+import org.springframework.context.annotation.ComponentScan;
+import tech.easyflow.ai.documentimport.task.DocumentImportParseMonitorProperties;
 
 @MapperScan("tech.easyflow.ai.mapper")
+@ComponentScan("tech.easyflow.ai")
+@EnableConfigurationProperties({
+    DocumentImportParseMonitorProperties.class,
+    RagHealthProperties.class
+})
 @AutoConfiguration
 public class AiModuleConfig {
 

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/config/CachedHealthIndicatorSupport.java

@@ -0,0 +1,84 @@
+package tech.easyflow.ai.config;
+
+import org.springframework.boot.actuate.health.Health;
+
+import java.time.Clock;
+import java.time.Duration;
+
+/**
+ * 健康检查短缓存支持。
+ */
+public abstract class CachedHealthIndicatorSupport {
+
+    private final RagHealthProperties properties;
+    private final Clock clock;
+    private volatile CacheEntry cacheEntry;
+
+    /**
+     * 创建健康检查缓存支持。
+     *
+     * @param properties RAG 健康检查配置
+     */
+    protected CachedHealthIndicatorSupport(RagHealthProperties properties) {
+        this(properties, Clock.systemUTC());
+    }
+
+    /**
+     * 创建健康检查缓存支持。
+     *
+     * @param properties RAG 健康检查配置
+     * @param clock 时钟
+     */
+    protected CachedHealthIndicatorSupport(RagHealthProperties properties, Clock clock) {
+        this.properties = properties;
+        this.clock = clock;
+    }
+
+    /**
+     * 执行带短缓存的健康检查。
+     *
+     * @return 健康状态
+     */
+    protected Health cachedHealth() {
+        long now = clock.millis();
+        CacheEntry current = cacheEntry;
+        if (current != null && current.expireAtMillis > now) {
+            return current.health;
+        }
+        synchronized (this) {
+            current = cacheEntry;
+            if (current != null && current.expireAtMillis > now) {
+                return current.health;
+            }
+            Health health = doHealthCheck();
+            cacheEntry = new CacheEntry(health, now + cacheTtlMillis());
+            return health;
+        }
+    }
+
+    /**
+     * 执行实际健康检查。
+     *
+     * @return 健康状态
+     */
+    protected abstract Health doHealthCheck();
+
+    private long cacheTtlMillis() {
+        Duration cacheTtl = properties.getCacheTtl();
+        if (cacheTtl == null || cacheTtl.isZero() || cacheTtl.isNegative()) {
+            return 0L;
+        }
+        return cacheTtl.toMillis();
+    }
+
+    private static class CacheEntry {
+
+        private final Health health;
+        private final long expireAtMillis;
+
+        private CacheEntry(Health health, long expireAtMillis) {
+            this.health = health;
+            this.expireAtMillis = expireAtMillis;
+        }
+    }
+}

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/config/EasyFlowThreadPoolProperties.java

@@ -0,0 +1,124 @@
+package tech.easyflow.ai.config;
+
+import org.springframework.boot.context.properties.ConfigurationProperties;
+
+/**
+ * EasyFlow 业务线程池配置。
+ */
+@ConfigurationProperties(prefix = "easyflow.thread-pool")
+public class EasyFlowThreadPoolProperties {
+
+    private Pool sse = new Pool(4, 16, 2000, 30, true);
+    private Pool documentImport = new Pool(2, 4, 200, 60, true);
+
+    /**
+     * 获取 SSE 线程池配置。
+     *
+     * @return SSE 线程池配置
+     */
+    public Pool getSse() {
+        return sse;
+    }
+
+    /**
+     * 设置 SSE 线程池配置。
+     *
+     * @param sse SSE 线程池配置
+     */
+    public void setSse(Pool sse) {
+        this.sse = sse;
+    }
+
+    /**
+     * 获取文档导入线程池配置。
+     *
+     * @return 文档导入线程池配置
+     */
+    public Pool getDocumentImport() {
+        return documentImport;
+    }
+
+    /**
+     * 设置文档导入线程池配置。
+     *
+     * @param documentImport 文档导入线程池配置
+     */
+    public void setDocumentImport(Pool documentImport) {
+        this.documentImport = documentImport;
+    }
+
+    /**
+     * 线程池配置项。
+     */
+    public static class Pool {
+
+        private int coreSize;
+        private int maxSize;
+        private int queueCapacity;
+        private int keepAliveSeconds;
+        private boolean allowCoreThreadTimeout;
+
+        /**
+         * 创建默认线程池配置。
+         */
+        public Pool() {
+        }
+
+        /**
+         * 创建线程池配置。
+         *
+         * @param coreSize 核心线程数
+         * @param maxSize 最大线程数
+         * @param queueCapacity 队列容量
+         * @param keepAliveSeconds 空闲线程存活时间
+         * @param allowCoreThreadTimeout 是否允许核心线程超时
+         */
+        public Pool(int coreSize, int maxSize, int queueCapacity, int keepAliveSeconds, boolean allowCoreThreadTimeout) {
+            this.coreSize = coreSize;
+            this.maxSize = maxSize;
+            this.queueCapacity = queueCapacity;
+            this.keepAliveSeconds = keepAliveSeconds;
+            this.allowCoreThreadTimeout = allowCoreThreadTimeout;
+        }
+
+        public int getCoreSize() {
+            return coreSize;
+        }
+
+        public void setCoreSize(int coreSize) {
+            this.coreSize = coreSize;
+        }
+
+        public int getMaxSize() {
+            return maxSize;
+        }
+
+        public void setMaxSize(int maxSize) {
+            this.maxSize = maxSize;
+        }
+
+        public int getQueueCapacity() {
+            return queueCapacity;
+        }
+
+        public void setQueueCapacity(int queueCapacity) {
+            this.queueCapacity = queueCapacity;
+        }
+
+        public int getKeepAliveSeconds() {
+            return keepAliveSeconds;
+        }
+
+        public void setKeepAliveSeconds(int keepAliveSeconds) {
+            this.keepAliveSeconds = keepAliveSeconds;
+        }
+
+        public boolean isAllowCoreThreadTimeout() {
+            return allowCoreThreadTimeout;
+        }
+
+        public void setAllowCoreThreadTimeout(boolean allowCoreThreadTimeout) {
+            this.allowCoreThreadTimeout = allowCoreThreadTimeout;
+        }
+    }
+}

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/config/RagHealthIndicator.java

@@ -0,0 +1,138 @@
+package tech.easyflow.ai.config;
+
+import com.easyagents.engine.es.ElasticSearcher;
+import com.easyagents.search.engine.service.DocumentSearcher;
+import com.easyagents.store.milvus.MilvusVectorStore;
+import org.springframework.boot.actuate.health.Health;
+import org.springframework.boot.actuate.health.HealthIndicator;
+import org.springframework.stereotype.Component;
+import tech.easyflow.ai.rag.KeywordEngineType;
+import tech.easyflow.ai.support.DocumentStoreLifecycleSupport;
+import tech.easyflow.common.util.SpringContextUtil;
+import tech.easyflow.common.util.StringUtil;
+
+import java.io.File;
+
+/**
+ * RAG 依赖中间件健康检查。
+ */
+public class RagHealthIndicator {
+
+    /**
+     * Milvus 健康检查。
+     */
+    @Component("ragMilvusHealthIndicator")
+    public static class RagMilvusHealthIndicator extends CachedHealthIndicatorSupport implements HealthIndicator {
+
+        private final AiMilvusConfig aiMilvusConfig;
+
+        /**
+         * 创建 Milvus 健康检查器。
+         *
+         * @param aiMilvusConfig Milvus 配置
+         * @param healthProperties RAG 健康检查配置
+         */
+        public RagMilvusHealthIndicator(AiMilvusConfig aiMilvusConfig, RagHealthProperties healthProperties) {
+            super(healthProperties);
+            this.aiMilvusConfig = aiMilvusConfig;
+        }
+
+        /**
+         * 检查 Milvus 是否可连接。
+         *
+         * @return 健康状态
+         */
+        @Override
+        public Health health() {
+            return cachedHealth();
+        }
+
+        @Override
+        protected Health doHealthCheck() {
+            MilvusVectorStore vectorStore = null;
+            try {
+                vectorStore = new MilvusVectorStore(
+                    aiMilvusConfig.copyForCollection("__rag_health_probe__")
+                );
+                if (vectorStore.checkAvailable()) {
+                    return Health.up().withDetail("uri", aiMilvusConfig.getUri()).build();
+                }
+                return Health.down().withDetail("uri", aiMilvusConfig.getUri()).build();
+            } catch (Exception e) {
+                return Health.down(e).withDetail("uri", aiMilvusConfig.getUri()).build();
+            } finally {
+                DocumentStoreLifecycleSupport.closeQuietly(vectorStore);
+            }
+        }
+    }
+
+    /**
+     * 关键词检索健康检查。
+     */
+    @Component("ragKeywordSearchHealthIndicator")
+    public static class RagKeywordSearchHealthIndicator extends CachedHealthIndicatorSupport implements HealthIndicator {
+
+        private final SearcherFactory searcherFactory;
+        private final AiLuceneConfig aiLuceneConfig;
+
+        /**
+         * 创建关键词检索健康检查器。
+         *
+         * @param searcherFactory 检索器工厂
+         * @param aiLuceneConfig Lucene 配置
+         * @param healthProperties RAG 健康检查配置
+         */
+        public RagKeywordSearchHealthIndicator(SearcherFactory searcherFactory,
+                                               AiLuceneConfig aiLuceneConfig,
+                                               RagHealthProperties healthProperties) {
+            super(healthProperties);
+            this.searcherFactory = searcherFactory;
+            this.aiLuceneConfig = aiLuceneConfig;
+        }
+
+        /**
+         * 检查当前关键词检索引擎是否可用。
+         *
+         * @return 健康状态
+         */
+        @Override
+        public Health health() {
+            return cachedHealth();
+        }
+
+        @Override
+        protected Health doHealthCheck() {
+            KeywordEngineType engineType = KeywordEngineType.from(SpringContextUtil.getProperty("rag.engine", "ES"));
+            if (engineType == KeywordEngineType.LUCENE) {
+                return checkLuceneDirectory(engineType);
+            }
+            DocumentSearcher searcher = searcherFactory.getSearcher();
+            if (searcher instanceof ElasticSearcher elasticSearcher && elasticSearcher.checkAvailable()) {
+                return Health.up().withDetail("engine", engineType.name()).build();
+            }
+            return Health.down().withDetail("engine", engineType.name()).build();
+        }
+
+        private Health checkLuceneDirectory(KeywordEngineType engineType) {
+            String indexDirPath = aiLuceneConfig.getIndexDirPath();
+            if (StringUtil.noText(indexDirPath)) {
+                return Health.down()
+                    .withDetail("engine", engineType.name())
+                    .withDetail("reason", "Lucene 索引目录未配置")
+                    .build();
+            }
+            File indexDir = new File(indexDirPath);
+            if (indexDir.exists() && indexDir.isDirectory() && indexDir.canRead() && indexDir.canWrite()) {
+                return Health.up()
+                    .withDetail("engine", engineType.name())
+                    .withDetail("indexDir", indexDirPath)
+                    .build();
+            }
+            return Health.down()
+                .withDetail("engine", engineType.name())
+                .withDetail("indexDir", indexDirPath)
+                .withDetail("reason", "Lucene 索引目录不可读写")
+                .build();
+        }
+    }
+}

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/config/RagHealthProperties.java

@@ -0,0 +1,32 @@
+package tech.easyflow.ai.config;
+
+import org.springframework.boot.context.properties.ConfigurationProperties;
+
+import java.time.Duration;
+
+/**
+ * RAG 健康检查配置。
+ */
+@ConfigurationProperties(prefix = "easyflow.ai.rag.health")
+public class RagHealthProperties {
+
+    private Duration cacheTtl = Duration.ofSeconds(5);
+
+    /**
+     * 获取健康检查结果缓存时间。
+     *
+     * @return 缓存时间
+     */
+    public Duration getCacheTtl() {
+        return cacheTtl;
+    }
+
+    /**
+     * 设置健康检查结果缓存时间。
+     *
+     * @param cacheTtl 缓存时间
+     */
+    public void setCacheTtl(Duration cacheTtl) {
+        this.cacheTtl = cacheTtl == null || cacheTtl.isNegative() ? Duration.ofSeconds(5) : cacheTtl;
+    }
+}

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/config/RagInfrastructureValidator.java

@@ -1,8 +1,5 @@
 package tech.easyflow.ai.config;
 
-import com.easyagents.engine.es.ElasticSearcher;
-import com.easyagents.search.engine.service.DocumentSearcher;
-import com.easyagents.store.milvus.MilvusVectorStore;
 import org.springframework.beans.factory.SmartInitializingSingleton;
 import org.springframework.stereotype.Component;
 import tech.easyflow.ai.rag.KeywordEngineType;
@@ -16,9 +13,6 @@ import java.io.File;
 @Component
 public class RagInfrastructureValidator implements SmartInitializingSingleton {
 
-    private static final int STARTUP_CHECK_RETRY_TIMES = 10;
-    private static final long STARTUP_CHECK_RETRY_INTERVAL_MS = 1000L;
-
     @Resource
     private AiMilvusConfig aiMilvusConfig;
 
@@ -26,31 +20,21 @@ public class RagInfrastructureValidator implements SmartInitializingSingleton {
     private AiLuceneConfig aiLuceneConfig;
 
     @Resource
-    private SearcherFactory searcherFactory;
+    private AiEsConfig aiEsConfig;
 
+    /**
+     * 校验 RAG 基础配置。
+     */
     @Override
     public void afterSingletonsInstantiated() {
-        validateMilvus();
+        validateMilvusConfig();
         validateKeywordSearcher();
     }
 
-    private void validateMilvus() {
+    private void validateMilvusConfig() {
-        Exception lastException = null;
+        if (StringUtil.noText(aiMilvusConfig.getUri())) {
-        for (int i = 0; i < STARTUP_CHECK_RETRY_TIMES; i++) {
+            throw new BusinessException("Milvus uri 未配置，请检查 rag.milvus.uri");
-            try {
-                MilvusVectorStore vectorStore = new MilvusVectorStore(aiMilvusConfig.copyForCollection("__rag_boot_probe__"));
-                if (vectorStore.checkAvailable()) {
-                    return;
         }
-            } catch (Exception e) {
-                lastException = e;
-            }
-            sleepBeforeRetry();
-        }
-        if (lastException != null) {
-            throw new BusinessException("Milvus 服务不可用，项目启动失败，请检查 rag.milvus 配置与服务状态: " + lastException.getMessage());
-        }
-        throw new BusinessException("Milvus 服务不可用，项目启动失败，请检查 rag.milvus 配置与服务状态");
     }
 
     private void validateKeywordSearcher() {
@@ -61,21 +45,12 @@ public class RagInfrastructureValidator implements SmartInitializingSingleton {
             validateLuceneDirectory();
             return;
         }
-
+        if (StringUtil.noText(aiEsConfig.getHost())) {
-        DocumentSearcher searcher = searcherFactory.getSearcher();
+            throw new BusinessException("ES 地址未配置，请检查 rag.searcher.elastic.host");
-        if (!(searcher instanceof ElasticSearcher) || !checkElasticAvailable((ElasticSearcher) searcher)) {
-            throw new BusinessException("ES 服务不可用，项目启动失败，请检查 rag.engine 与 rag.searcher.elastic 配置");
         }
+        if (StringUtil.noText(aiEsConfig.getIndexName())) {
+            throw new BusinessException("ES 索引未配置，请检查 rag.searcher.elastic.indexName");
         }
-
-    private boolean checkElasticAvailable(ElasticSearcher elasticSearcher) {
-        for (int i = 0; i < STARTUP_CHECK_RETRY_TIMES; i++) {
-            if (elasticSearcher.checkAvailable()) {
-                return true;
-            }
-            sleepBeforeRetry();
-        }
-        return false;
     }
 
     private void validateLuceneDirectory() {
@@ -92,12 +67,4 @@ public class RagInfrastructureValidator implements SmartInitializingSingleton {
         }
     }
 
-    private void sleepBeforeRetry() {
-        try {
-            Thread.sleep(STARTUP_CHECK_RETRY_INTERVAL_MS);
-        } catch (InterruptedException e) {
-            Thread.currentThread().interrupt();
-            throw new BusinessException("中间件启动校验被中断");
-        }
-    }
 }

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/config/ThreadPoolConfig.java

@@ -2,15 +2,28 @@ package tech.easyflow.ai.config;
 
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+import org.springframework.boot.context.properties.EnableConfigurationProperties;
 import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
 import org.springframework.scheduling.concurrent.ThreadPoolTaskExecutor;
 import tech.easyflow.common.web.exceptions.BusinessException;
 
 @Configuration
+@EnableConfigurationProperties(EasyFlowThreadPoolProperties.class)
 public class ThreadPoolConfig {
     private static final Logger log = LoggerFactory.getLogger(ThreadPoolConfig.class);
 
+    private final EasyFlowThreadPoolProperties properties;
+
+    /**
+     * 创建线程池配置。
+     *
+     * @param properties 线程池配置属性
+     */
+    public ThreadPoolConfig(EasyFlowThreadPoolProperties properties) {
+        this.properties = properties;
+    }
+
     /**
      * 创建 SSE 消息发送线程池。
      *
@@ -19,11 +32,12 @@ public class ThreadPoolConfig {
     @Bean(name = "sseThreadPool")
     public ThreadPoolTaskExecutor sseThreadPool() {
         ThreadPoolTaskExecutor executor = new ThreadPoolTaskExecutor();
-        int cpuCoreNum = Runtime.getRuntime().availableProcessors(); // 获取CPU核心数（4核返回4）
+        EasyFlowThreadPoolProperties.Pool pool = properties.getSse();
-        executor.setCorePoolSize(cpuCoreNum * 2); // 核心线程数
+        executor.setCorePoolSize(pool.getCoreSize());
-        executor.setMaxPoolSize(cpuCoreNum * 10); // 最大线程数（峰值时扩容，避免线程过多导致上下文切换）
+        executor.setMaxPoolSize(pool.getMaxSize());
-        executor.setQueueCapacity(8000); // 任务队列容量
+        executor.setQueueCapacity(pool.getQueueCapacity());
-        executor.setKeepAliveSeconds(30); // 空闲线程存活时间：30秒（非核心线程空闲后销毁，节省资源）
+        executor.setKeepAliveSeconds(pool.getKeepAliveSeconds());
+        executor.setAllowCoreThreadTimeOut(pool.isAllowCoreThreadTimeout());
         executor.setThreadNamePrefix("sse-sender-");
 
         // 拒绝策略
@@ -47,11 +61,12 @@ public class ThreadPoolConfig {
     @Bean(name = "documentImportTaskExecutor")
     public ThreadPoolTaskExecutor documentImportTaskExecutor() {
         ThreadPoolTaskExecutor executor = new ThreadPoolTaskExecutor();
-        int cpuCoreNum = Runtime.getRuntime().availableProcessors();
+        EasyFlowThreadPoolProperties.Pool pool = properties.getDocumentImport();
-        executor.setCorePoolSize(Math.max(2, cpuCoreNum));
+        executor.setCorePoolSize(pool.getCoreSize());
-        executor.setMaxPoolSize(Math.max(4, cpuCoreNum * 2));
+        executor.setMaxPoolSize(pool.getMaxSize());
-        executor.setQueueCapacity(200);
+        executor.setQueueCapacity(pool.getQueueCapacity());
-        executor.setKeepAliveSeconds(60);
+        executor.setKeepAliveSeconds(pool.getKeepAliveSeconds());
+        executor.setAllowCoreThreadTimeOut(pool.isAllowCoreThreadTimeout());
         executor.setThreadNamePrefix("document-import-");
         executor.setRejectedExecutionHandler((runnable, executorService) -> {
             log.error("文档导入线程池过载！核心线程数：{}，最大线程数：{}，队列任务数：{}",

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/documentimport/task/DocumentImportParseMonitor.java

@@ -24,8 +24,8 @@ public class DocumentImportParseMonitor {
      * 定时收敛运行中的桥接解析任务状态。
      */
     @Scheduled(
-        fixedDelayString = "${easyflow.ai.document-import.parse-monitor.fixed-delay:3000}",
+        fixedDelayString = "${easyflow.ai.document-import.parse-monitor.fixed-delay:10000}",
-        initialDelayString = "${easyflow.ai.document-import.parse-monitor.initial-delay:5000}"
+        initialDelayString = "${easyflow.ai.document-import.parse-monitor.initial-delay:10000}"
     )
     public void reconcileRunningParseTasks() {
         appService.monitorRunningParseTasks();

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/documentimport/task/DocumentImportParseMonitorProperties.java

@@ -0,0 +1,30 @@
+package tech.easyflow.ai.documentimport.task;
+
+import org.springframework.boot.context.properties.ConfigurationProperties;
+
+/**
+ * 文档解析任务监控配置。
+ */
+@ConfigurationProperties(prefix = "easyflow.ai.document-import.parse-monitor")
+public class DocumentImportParseMonitorProperties {
+
+    private int batchSize = 10;
+
+    /**
+     * 获取单次监控批量。
+     *
+     * @return 单次监控批量
+     */
+    public int getBatchSize() {
+        return batchSize;
+    }
+
+    /**
+     * 设置单次监控批量。
+     *
+     * @param batchSize 单次监控批量
+     */
+    public void setBatchSize(int batchSize) {
+        this.batchSize = batchSize <= 0 ? 10 : batchSize;
+    }
+}

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/documentimport/task/DocumentImportTaskStatusStreamService.java

@@ -5,13 +5,17 @@ import org.springframework.scheduling.concurrent.ThreadPoolTaskExecutor;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.support.TransactionSynchronization;
 import org.springframework.transaction.support.TransactionSynchronizationManager;
+import org.springframework.web.context.request.async.AsyncRequestNotUsableException;
 import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 import tech.easyflow.ai.documentimport.DocumentImportKeys;
 import tech.easyflow.ai.entity.Document;
 import tech.easyflow.ai.mapper.DocumentMapper;
 import tech.easyflow.common.web.exceptions.BusinessException;
 
 import javax.annotation.Resource;
+import java.io.IOException;
 import java.math.BigInteger;
 import java.time.Duration;
 import java.util.LinkedHashMap;
@@ -28,6 +32,7 @@ import java.util.concurrent.ConcurrentHashMap;
 @Service
 public class DocumentImportTaskStatusStreamService {
 
+    private static final Logger LOG = LoggerFactory.getLogger(DocumentImportTaskStatusStreamService.class);
     private static final long SSE_TIMEOUT_MS = Duration.ofMinutes(30).toMillis();
 
     private final Map<String, Set<SseEmitter>> knowledgeEmitters = new ConcurrentHashMap<String, Set<SseEmitter>>();
@@ -134,6 +139,9 @@ public class DocumentImportTaskStatusStreamService {
 
     private void sendAsync(String topicKey, SseEmitter emitter, String eventName, Map<String, Object> payload) {
         sseThreadPool.execute(() -> {
+            if (!isEmitterRegistered(topicKey, emitter)) {
+                return;
+            }
             try {
                 emitter.send(
                     SseEmitter.event()
@@ -142,14 +150,29 @@ public class DocumentImportTaskStatusStreamService {
                 );
             } catch (Exception e) {
                 removeEmitter(topicKey, emitter);
-                try {
+                if (isClientDisconnected(e)) {
-                    emitter.completeWithError(e);
+                    LOG.debug("文档导入状态流客户端已断开: topicKey={}, eventName={}, message={}",
-                } catch (Exception ignored) {
+                        topicKey, eventName, e.getMessage());
+                    return;
                 }
+                LOG.warn("文档导入状态流推送失败: topicKey={}, eventName={}", topicKey, eventName, e);
+                completeQuietly(emitter);
             }
         });
     }
 
+    /**
+     * 判断指定 SSE 连接是否仍注册在主题下，避免已清理连接继续被异步任务写入。
+     *
+     * @param topicKey 主题键
+     * @param emitter SSE 连接
+     * @return 是否仍处于注册状态
+     */
+    private boolean isEmitterRegistered(String topicKey, SseEmitter emitter) {
+        Set<SseEmitter> emitters = knowledgeEmitters.get(topicKey);
+        return emitters != null && emitters.contains(emitter);
+    }
+
     private void removeEmitter(String topicKey, SseEmitter emitter) {
         Set<SseEmitter> emitters = knowledgeEmitters.get(topicKey);
         if (emitters == null) {
@@ -161,6 +184,46 @@ public class DocumentImportTaskStatusStreamService {
         }
     }
 
+    /**
+     * 判断异常是否由客户端断开 SSE 连接导致。
+     *
+     * @param throwable 异常
+     * @return 是否为客户端断连
+     */
+    private boolean isClientDisconnected(Throwable throwable) {
+        Throwable current = throwable;
+        while (current != null) {
+            if (current instanceof AsyncRequestNotUsableException || current instanceof IOException) {
+                return true;
+            }
+            String message = current.getMessage();
+            if (message != null) {
+                String lowerMessage = message.toLowerCase();
+                if (lowerMessage.contains("broken pipe")
+                    || lowerMessage.contains("connection reset")
+                    || lowerMessage.contains("response not usable")
+                    || lowerMessage.contains("client abort")) {
+                    return true;
+                }
+            }
+            current = current.getCause();
+        }
+        return false;
+    }
+
+    /**
+     * 安静关闭 SSE 连接。
+     *
+     * @param emitter SSE 连接
+     */
+    private void completeQuietly(SseEmitter emitter) {
+        try {
+            emitter.complete();
+        } catch (Exception e) {
+            LOG.debug("关闭文档导入状态流失败: message={}", e.getMessage());
+        }
+    }
+
     private String toTopicKey(BigInteger knowledgeId) {
         return String.valueOf(knowledgeId);
     }

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/documentimport/task/KnowledgeDocumentImportTaskAppService.java

@@ -56,6 +56,7 @@ import tech.easyflow.ai.service.DocumentChunkService;
 import tech.easyflow.ai.service.DocumentCollectionService;
 import tech.easyflow.ai.service.DocumentImportTaskService;
 import tech.easyflow.ai.service.ModelService;
+import tech.easyflow.ai.support.DocumentStoreLifecycleSupport;
 import tech.easyflow.common.domain.Result;
 import tech.easyflow.common.filestorage.FileStorageService;
 import tech.easyflow.common.util.FileUtil;
@@ -92,7 +93,6 @@ import java.util.regex.Pattern;
 public class KnowledgeDocumentImportTaskAppService {
 
     private static final Logger LOG = LoggerFactory.getLogger(KnowledgeDocumentImportTaskAppService.class);
-    private static final int PARSE_MONITOR_BATCH_SIZE = 20;
     private static final int INDEX_BATCH_SIZE = 20;
     private static final String SOURCE_RANGES_KEY = "sourceRanges";
     private static final String KNOWLEDGE_PARSE_IMAGE_CATEGORY = "knowledge-parse";
@@ -122,6 +122,9 @@ public class KnowledgeDocumentImportTaskAppService {
     @Resource
     private DocumentImportTaskService documentImportTaskService;
 
+    @Resource
+    private DocumentImportParseMonitorProperties parseMonitorProperties;
+
     @Resource
     private DocumentImportPreviewService documentImportPreviewService;
 
@@ -403,7 +406,7 @@ public class KnowledgeDocumentImportTaskAppService {
             .eq(DocumentImportTask::getPhase, DocumentImportTaskPhase.PARSE.name())
             .eq(DocumentImportTask::getStatus, DocumentImportTaskStatus.RUNNING.name())
             .orderBy(DocumentImportTask::getModified, true)
-            .limit(PARSE_MONITOR_BATCH_SIZE);
+            .limit(parseMonitorProperties.getBatchSize());
         List<DocumentImportTask> runningTasks = documentImportTaskService.list(queryWrapper);
         if (runningTasks == null || runningTasks.isEmpty()) {
             return;
@@ -516,6 +519,8 @@ public class KnowledgeDocumentImportTaskAppService {
                 rollbackStoredChunks(taskId, document.getId(), storeContext, storedChunks);
             }
             markIndexFailed(task, document, truncateError(e.getMessage()));
+        } finally {
+            closeStoreContext(storeContext);
         }
     }
 
@@ -2123,6 +2128,7 @@ public class KnowledgeDocumentImportTaskAppService {
         if (documentStore == null) {
             throw new BusinessException("向量数据库配置错误");
         }
+        try {
             Model model = modelService.getModelInstance(knowledge.getVectorEmbedModelId());
             if (model == null) {
                 throw new BusinessException("该知识库未配置向量模型");
@@ -2143,6 +2149,10 @@ public class KnowledgeDocumentImportTaskAppService {
                 options,
                 searcherFactory.getSearcher()
             );
+        } catch (RuntimeException e) {
+            DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+            throw e;
+        }
     }
 
     private void storeDocumentChunks(StoreExecutionContext storeContext, List<DocumentChunk> documentChunks) {
@@ -2221,6 +2231,13 @@ public class KnowledgeDocumentImportTaskAppService {
         }
     }
 
+    private void closeStoreContext(StoreExecutionContext storeContext) {
+        if (storeContext == null) {
+            return;
+        }
+        DocumentStoreLifecycleSupport.closeQuietly(storeContext.documentStore);
+    }
+
     private void clearPersistedChunks(BigInteger documentId) {
         if (documentId == null) {
             return;

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/service/impl/DocumentCollectionServiceImpl.java

@@ -31,6 +31,7 @@ import tech.easyflow.ai.mapper.FaqItemMapper;
 import tech.easyflow.ai.rag.KnowledgeRetrievalRequest;
 import tech.easyflow.ai.service.DocumentCollectionService;
 import tech.easyflow.ai.service.ModelService;
+import tech.easyflow.ai.support.DocumentStoreLifecycleSupport;
 import tech.easyflow.ai.utils.CustomBeanUtils;
 import tech.easyflow.ai.utils.RegexUtils;
 import tech.easyflow.common.util.StringUtil;
@@ -283,6 +284,7 @@ public class DocumentCollectionServiceImpl extends ServiceImpl<DocumentCollectio
             throw new BusinessException("知识库没有配置向量库");
         }
 
+        try {
             Model model = llmService.getModelInstance(documentCollection.getVectorEmbedModelId());
             if (model == null) {
                 throw new BusinessException("知识库没有配置向量模型");
@@ -311,6 +313,9 @@ public class DocumentCollectionServiceImpl extends ServiceImpl<DocumentCollectio
                 summarizeDocuments(result)
             );
             return result;
+        } finally {
+            DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+        }
     }
 
     private List<Document> searchKeywordDocuments(DocumentCollection documentCollection, String keyword, int docRecallMaxNum) {

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/service/impl/DocumentServiceImpl.java

@@ -43,6 +43,7 @@ import tech.easyflow.ai.service.DocumentChunkService;
 import tech.easyflow.ai.service.DocumentCollectionService;
 import tech.easyflow.ai.service.DocumentService;
 import tech.easyflow.ai.service.ModelService;
+import tech.easyflow.ai.support.DocumentStoreLifecycleSupport;
 import tech.easyflow.common.ai.rag.ExcelDocumentSplitter;
 import tech.easyflow.common.domain.Result;
 import tech.easyflow.common.filestorage.FileStorageService;
@@ -154,6 +155,7 @@ public class DocumentServiceImpl extends ServiceImpl<DocumentMapper, Document> i
             return false;
         }
 
+        try {
             Model model = modelService.getById(knowledge.getVectorEmbedModelId());
             if (model == null) {
                 return false;
@@ -182,6 +184,9 @@ public class DocumentServiceImpl extends ServiceImpl<DocumentMapper, Document> i
             Document document = documentMapper.selectOneByQuery(queryWrapperDocument);
             storageService.delete(document.getDocumentPath());
             return true;
+        } finally {
+            DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+        }
     }
 
 
@@ -286,8 +291,8 @@ public class DocumentServiceImpl extends ServiceImpl<DocumentMapper, Document> i
         }
 
         StoreExecutionContext storeContext = prepareStoreContext(document);
-        storeDocumentChunks(storeContext, validChunks);
         try {
+            storeDocumentChunks(storeContext, validChunks);
             persistDocumentWithChunks(document, validChunks);
             updateKnowledgeAfterStore(storeContext);
             return Result.ok();
@@ -296,14 +301,20 @@ public class DocumentServiceImpl extends ServiceImpl<DocumentMapper, Document> i
             rollbackStoredChunks(storeContext, validChunks);
             Log.error("保存文档失败: documentId={}, title={}", document.getId(), document.getTitle(), e);
             throw new BusinessException("保存失败：" + e.getMessage());
+        } finally {
+            closeStoreContext(storeContext);
         }
     }
 
     protected Boolean storeDocument(Document entity, List<DocumentChunk> documentChunks) {
         StoreExecutionContext storeContext = prepareStoreContext(entity);
+        try {
             storeDocumentChunks(storeContext, documentChunks);
             updateKnowledgeAfterStore(storeContext);
             return true;
+        } finally {
+            closeStoreContext(storeContext);
+        }
     }
 
     @Override
@@ -430,14 +441,16 @@ public class DocumentServiceImpl extends ServiceImpl<DocumentMapper, Document> i
         }
 
         StoreExecutionContext storeContext = prepareStoreContext(document);
-        storeDocumentChunks(storeContext, session.getDocumentChunks());
         try {
+            storeDocumentChunks(storeContext, session.getDocumentChunks());
             persistDocumentWithChunks(document, session.getDocumentChunks());
             updateKnowledgeAfterStore(storeContext);
         } catch (Exception e) {
             cleanupPersistedDocument(document);
             rollbackStoredChunks(storeContext, session.getDocumentChunks());
             throw new BusinessException("提交导入失败：" + e.getMessage());
+        } finally {
+            closeStoreContext(storeContext);
         }
     }
 
@@ -751,7 +764,7 @@ public class DocumentServiceImpl extends ServiceImpl<DocumentMapper, Document> i
         if (documentStore == null) {
             throw new BusinessException("向量数据库配置错误");
         }
-
+        try {
             Model model = modelService.getModelInstance(knowledge.getVectorEmbedModelId());
             if (model == null) {
                 throw new BusinessException("该知识库未配置大模型");
@@ -769,6 +782,10 @@ public class DocumentServiceImpl extends ServiceImpl<DocumentMapper, Document> i
             DocumentSearcher searcher = null;
             searcher = searcherFactory.getSearcher();
             return new StoreExecutionContext(knowledge, model, embeddingModel, documentStore, options, searcher);
+        } catch (RuntimeException e) {
+            DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+            throw e;
+        }
     }
 
     private void storeDocumentChunks(StoreExecutionContext storeContext, List<DocumentChunk> documentChunks) {
@@ -841,6 +858,13 @@ public class DocumentServiceImpl extends ServiceImpl<DocumentMapper, Document> i
         }
     }
 
+    private void closeStoreContext(StoreExecutionContext storeContext) {
+        if (storeContext == null) {
+            return;
+        }
+        DocumentStoreLifecycleSupport.closeQuietly(storeContext.documentStore);
+    }
+
     private void persistDocumentWithChunks(Document document, List<DocumentChunk> chunks) {
         this.getMapper().insert(document);
         AtomicInteger sort = new AtomicInteger(1);

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/service/impl/FaqItemServiceImpl.java

@@ -40,6 +40,7 @@ import tech.easyflow.ai.service.DocumentCollectionService;
 import tech.easyflow.ai.service.FaqCategoryService;
 import tech.easyflow.ai.service.FaqItemService;
 import tech.easyflow.ai.service.ModelService;
+import tech.easyflow.ai.support.DocumentStoreLifecycleSupport;
 import tech.easyflow.ai.vo.FaqImportErrorRowVo;
 import tech.easyflow.ai.vo.FaqImportResultVo;
 import tech.easyflow.common.util.StringUtil;
@@ -348,6 +349,7 @@ public class FaqItemServiceImpl extends ServiceImpl<FaqItemMapper, FaqItem> impl
 
     private void storeToVector(DocumentCollection collection, FaqItem entity, boolean isUpdate) {
         PreparedStore preparedStore = prepareStore(collection);
+        try {
             com.easyagents.core.document.Document doc = toSearchDocument(entity);
             StoreResult result = isUpdate
                     ? preparedStore.documentStore.update(doc, preparedStore.storeOptions)
@@ -364,14 +366,21 @@ public class FaqItemServiceImpl extends ServiceImpl<FaqItemMapper, FaqItem> impl
                 searcher.addDocument(doc);
             }
             markCollectionEmbedded(collection, preparedStore.embeddingModel);
+        } finally {
+            DocumentStoreLifecycleSupport.closeQuietly(preparedStore.documentStore);
+        }
     }
 
     private void removeFromVector(DocumentCollection collection, FaqItem entity) {
         PreparedStore preparedStore = prepareStore(collection);
+        try {
             boolean deleteSuccess = deleteFromVectorStore(preparedStore.documentStore, preparedStore.storeOptions, entity.getId());
             if (!deleteSuccess) {
                 throw new BusinessException("FAQ向量删除失败");
             }
+        } finally {
+            DocumentStoreLifecycleSupport.closeQuietly(preparedStore.documentStore);
+        }
 
         DocumentSearcher searcher = searcherFactory.getSearcher();
         if (searcher != null) {
@@ -413,6 +422,7 @@ public class FaqItemServiceImpl extends ServiceImpl<FaqItemMapper, FaqItem> impl
         if (documentStore == null) {
             throw new BusinessException("向量数据库配置错误");
         }
+        try {
             Model model = modelService.getModelInstance(collection.getVectorEmbedModelId());
             if (model == null) {
                 throw new BusinessException("该知识库未配置向量模型");
@@ -427,6 +437,10 @@ public class FaqItemServiceImpl extends ServiceImpl<FaqItemMapper, FaqItem> impl
             options.setEmbeddingOptions(embeddingOptions);
             options.setIndexName(options.getCollectionName());
             return new PreparedStore(documentStore, options, embeddingModel);
+        } catch (RuntimeException e) {
+            DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+            throw e;
+        }
     }
 
     private com.easyagents.core.document.Document toSearchDocument(FaqItem entity) {

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/service/impl/KnowledgeEmbeddingServiceImpl.java

@@ -15,6 +15,7 @@ import tech.easyflow.ai.service.DocumentCollectionService;
 import tech.easyflow.ai.service.FaqItemService;
 import tech.easyflow.ai.service.KnowledgeEmbeddingService;
 import tech.easyflow.ai.service.ModelService;
+import tech.easyflow.ai.support.DocumentStoreLifecycleSupport;
 import tech.easyflow.common.web.exceptions.BusinessException;
 
 import javax.annotation.Resource;
@@ -50,6 +51,7 @@ public class KnowledgeEmbeddingServiceImpl implements KnowledgeEmbeddingService
         if (documentStore == null) {
             throw new BusinessException("知识库没有配置向量库");
         }
+        try {
             Model model = modelService.getModelInstance(knowledge.getVectorEmbedModelId());
             if (model == null) {
                 throw new BusinessException("知识库没有配置向量模型");
@@ -64,6 +66,9 @@ public class KnowledgeEmbeddingServiceImpl implements KnowledgeEmbeddingService
                 return;
             }
             rebuildDocumentVectors(knowledge, documentStore, storeOptions, embeddingModel);
+        } finally {
+            DocumentStoreLifecycleSupport.closeQuietly(documentStore);
+        }
     }
 
     private void rebuildDocumentVectors(
@@ -153,4 +158,3 @@ public class KnowledgeEmbeddingServiceImpl implements KnowledgeEmbeddingService
         documentCollectionService.updateById(update);
     }
 }
-

easyflow-modules/easyflow-module-ai/src/main/java/tech/easyflow/ai/support/DocumentStoreLifecycleSupport.java

@@ -0,0 +1,32 @@
+package tech.easyflow.ai.support;
+
+import com.easyagents.core.store.DocumentStore;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * 文档向量库生命周期辅助工具。
+ */
+public final class DocumentStoreLifecycleSupport {
+
+    private static final Logger LOG = LoggerFactory.getLogger(DocumentStoreLifecycleSupport.class);
+
+    private DocumentStoreLifecycleSupport() {
+    }
+
+    /**
+     * 关闭支持关闭语义的文档向量库。
+     *
+     * @param documentStore 文档向量库实例
+     */
+    public static void closeQuietly(DocumentStore documentStore) {
+        if (!(documentStore instanceof AutoCloseable)) {
+            return;
+        }
+        try {
+            ((AutoCloseable) documentStore).close();
+        } catch (Exception e) {
+            LOG.warn("关闭文档向量库连接失败: store={}", documentStore.getClass().getSimpleName(), e);
+        }
+    }
+}

easyflow-modules/easyflow-module-ai/src/test/java/tech/easyflow/ai/config/CachedHealthIndicatorSupportTest.java

@@ -0,0 +1,93 @@
+package tech.easyflow.ai.config;
+
+import org.junit.Assert;
+import org.junit.Test;
+import org.springframework.boot.actuate.health.Health;
+
+import java.time.Clock;
+import java.time.Duration;
+import java.time.Instant;
+import java.time.ZoneId;
+import java.util.concurrent.atomic.AtomicInteger;
+
+/**
+ * 健康检查短缓存测试。
+ */
+public class CachedHealthIndicatorSupportTest {
+
+    /**
+     * 验证 TTL 内重复健康检查复用缓存。
+     */
+    @Test
+    public void shouldReuseHealthWithinCacheTtl() {
+        RagHealthProperties properties = new RagHealthProperties();
+        properties.setCacheTtl(Duration.ofSeconds(5));
+        MutableClock clock = new MutableClock();
+        CountingHealthIndicator indicator = new CountingHealthIndicator(properties, clock);
+
+        indicator.cachedHealth();
+        indicator.cachedHealth();
+
+        Assert.assertEquals(1, indicator.count());
+    }
+
+    /**
+     * 验证 TTL 过期后重新执行健康检查。
+     */
+    @Test
+    public void shouldRefreshHealthAfterCacheExpired() {
+        RagHealthProperties properties = new RagHealthProperties();
+        properties.setCacheTtl(Duration.ofSeconds(5));
+        MutableClock clock = new MutableClock();
+        CountingHealthIndicator indicator = new CountingHealthIndicator(properties, clock);
+
+        indicator.cachedHealth();
+        clock.plus(Duration.ofSeconds(6));
+        indicator.cachedHealth();
+
+        Assert.assertEquals(2, indicator.count());
+    }
+
+    private static class CountingHealthIndicator extends CachedHealthIndicatorSupport {
+
+        private final AtomicInteger counter = new AtomicInteger();
+
+        private CountingHealthIndicator(RagHealthProperties properties, Clock clock) {
+            super(properties, clock);
+        }
+
+        @Override
+        protected Health doHealthCheck() {
+            counter.incrementAndGet();
+            return Health.up().build();
+        }
+
+        private int count() {
+            return counter.get();
+        }
+    }
+
+    private static class MutableClock extends Clock {
+
+        private Instant instant = Instant.parse("2026-05-25T00:00:00Z");
+
+        @Override
+        public ZoneId getZone() {
+            return ZoneId.of("UTC");
+        }
+
+        @Override
+        public Clock withZone(ZoneId zone) {
+            return this;
+        }
+
+        @Override
+        public Instant instant() {
+            return instant;
+        }
+
+        private void plus(Duration duration) {
+            instant = instant.plus(duration);
+        }
+    }
+}

easyflow-modules/easyflow-module-approval/src/main/java/tech/easyflow/approval/config/ApprovalModuleConfig.java

@@ -2,11 +2,13 @@ package tech.easyflow.approval.config;
 
 import org.mybatis.spring.annotation.MapperScan;
 import org.springframework.boot.autoconfigure.AutoConfiguration;
+import org.springframework.context.annotation.ComponentScan;
 
 /**
  * 审批模块配置。
  */
 @MapperScan("tech.easyflow.approval.mapper")
+@ComponentScan("tech.easyflow.approval")
 @AutoConfiguration
 public class ApprovalModuleConfig {
 }

easyflow-modules/easyflow-module-auth/src/main/java/tech/easyflow/auth/config/AuthModuleConfig.java

@@ -1,8 +1,10 @@
 package tech.easyflow.auth.config;
 
 import org.springframework.boot.autoconfigure.AutoConfiguration;
+import org.springframework.context.annotation.ComponentScan;
 
 @AutoConfiguration
+@ComponentScan("tech.easyflow.auth")
 public class AuthModuleConfig {
 
     public AuthModuleConfig() {

easyflow-modules/easyflow-module-autoconfig/src/main/java/tech/easyflow/autoconfig/config/AutoConfig.java

@@ -4,7 +4,14 @@ import org.springframework.context.annotation.ComponentScan;
 import org.springframework.context.annotation.Configuration;
 
 @Configuration(proxyBeanMethods = false)
-@ComponentScan({"tech.easyflow"})
+@ComponentScan({
+        "tech.easyflow.admin",
+        "tech.easyflow.usercenter",
+        "tech.easyflow.publicapi",
+        "tech.easyflow.common",
+        "tech.easyflow.core",
+        "tech.easyflow.autoconfig"
+})
 @org.springframework.boot.autoconfigure.AutoConfiguration
 public class AutoConfig {
     public AutoConfig() {

easyflow-modules/easyflow-module-autoconfig/src/main/resources/META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports

@@ -1 +1,10 @@
 tech.easyflow.autoconfig.config.AutoConfig
+tech.easyflow.ai.config.AiModuleConfig
+tech.easyflow.agent.config.AgentModuleConfig
+tech.easyflow.approval.config.ApprovalModuleConfig
+tech.easyflow.auth.config.AuthModuleConfig
+tech.easyflow.chatlog.config.ChatlogModuleConfig
+tech.easyflow.datacenter.config.DatacenterModuleConfig
+tech.easyflow.job.config.JobModuleConfig
+tech.easyflow.log.config.LogModuleConfig
+tech.easyflow.system.config.SysModuleConfig

easyflow-modules/easyflow-module-chatlog/src/main/java/tech/easyflow/chatlog/config/ChatlogModuleConfig.java

@@ -2,8 +2,10 @@ package tech.easyflow.chatlog.config;
 
 import org.mybatis.spring.annotation.MapperScan;
 import org.springframework.boot.autoconfigure.AutoConfiguration;
+import org.springframework.context.annotation.ComponentScan;
 
 @AutoConfiguration
 @MapperScan("tech.easyflow.chatlog.mapper")
+@ComponentScan("tech.easyflow.chatlog")
 public class ChatlogModuleConfig {
 }

easyflow-modules/easyflow-module-chatlog/src/main/java/tech/easyflow/chatlog/service/ChatSyncService.java

@@ -12,5 +12,8 @@ public interface ChatSyncService {
 
     void maintainMysqlTables();
 
+    /**
+     * 执行启动期必要的 MySQL 表准备。
+     */
     void startupCheck();
 }

easyflow-modules/easyflow-module-chatlog/src/main/java/tech/easyflow/chatlog/service/impl/ChatSyncServiceImpl.java

@@ -173,9 +173,6 @@ public class ChatSyncServiceImpl implements ChatSyncService {
     @Override
     public void startupCheck() {
         tableManager.ensureCurrentAndNextMonth();
-        if (analyticalDBRepository.enabled()) {
-            analyticalDBRepository.selfCheck();
-        }
     }
 
     private void clearExpiredSessions() {

easyflow-modules/easyflow-module-datacenter/src/main/java/tech/easyflow/datacenter/config/DatacenterModuleConfig.java

@@ -1,10 +1,12 @@
 package tech.easyflow.datacenter.config;
 
 import org.mybatis.spring.annotation.MapperScan;
-import org.springframework.context.annotation.Configuration;
+import org.springframework.boot.autoconfigure.AutoConfiguration;
+import org.springframework.context.annotation.ComponentScan;
 
-@Configuration
+@AutoConfiguration
 @MapperScan("tech.easyflow.datacenter.mapper")
+@ComponentScan("tech.easyflow.datacenter")
 public class DatacenterModuleConfig {
 
     public DatacenterModuleConfig() {

easyflow-modules/easyflow-module-job/src/main/java/tech/easyflow/job/config/JobModuleConfig.java

@@ -1,10 +1,12 @@
 package tech.easyflow.job.config;
 
 import org.mybatis.spring.annotation.MapperScan;
-import org.springframework.context.annotation.Configuration;
+import org.springframework.boot.autoconfigure.AutoConfiguration;
+import org.springframework.context.annotation.ComponentScan;
 
-@Configuration
+@AutoConfiguration
 @MapperScan("tech.easyflow.job.mapper")
+@ComponentScan("tech.easyflow.job")
 public class JobModuleConfig {
 
     public JobModuleConfig() {

easyflow-modules/easyflow-module-log/src/main/java/tech/easyflow/log/config/LogModuleConfig.java

@@ -1,14 +1,16 @@
 package tech.easyflow.log.config;
 
 import org.mybatis.spring.annotation.MapperScan;
-import org.springframework.context.annotation.Configuration;
+import org.springframework.boot.autoconfigure.AutoConfiguration;
+import org.springframework.context.annotation.ComponentScan;
 import org.springframework.web.servlet.config.annotation.InterceptorRegistry;
 import org.springframework.web.servlet.config.annotation.WebMvcConfigurer;
 import tech.easyflow.log.reporter.ActionLogReporterProperties;
 import tech.easyflow.log.reporter.ActionReportInterceptor;
 
 @MapperScan("tech.easyflow.log.mapper")
-@Configuration
+@AutoConfiguration
+@ComponentScan("tech.easyflow.log")
 public class LogModuleConfig implements WebMvcConfigurer {
 
     private final ActionLogReporterProperties logProperties;

easyflow-modules/easyflow-module-system/src/main/java/tech/easyflow/system/config/SysModuleConfig.java

@@ -2,8 +2,10 @@ package tech.easyflow.system.config;
 
 import org.mybatis.spring.annotation.MapperScan;
 import org.springframework.boot.autoconfigure.AutoConfiguration;
+import org.springframework.context.annotation.ComponentScan;
 
 @MapperScan("tech.easyflow.system.mapper")
+@ComponentScan("tech.easyflow.system")
 @AutoConfiguration
 public class SysModuleConfig {
 }

easyflow-starter/easyflow-starter-all/src/main/resources/application-prod.yml

@@ -6,6 +6,13 @@ spring:
     url: jdbc:mysql://127.0.0.1:23306/easyflow?useInformationSchema=true&characterEncoding=utf-8
     username: easyflow
     password: root
+    hikari:
+      maximum-pool-size: 20
+      minimum-idle: 4
+      connection-timeout: 5000
+      validation-timeout: 3000
+      idle-timeout: 600000
+      max-lifetime: 1800000
   data:
     redis:
       host: 127.0.0.1
@@ -37,6 +44,15 @@ easyflow:
       consumer-block-timeout: 2000ms
       pending-claim-idle: 60000ms
       max-retry: 16
+      consumer-executor:
+        core-size: 4
+        max-size: 12
+        queue-capacity: 64
+        keep-alive-seconds: 60
+      pool:
+        max-active: 12
+        max-idle: 8
+        min-idle: 1
   analytical-db:
     enabled: true
     url: ${EASYFLOW_ANALYTICAL_DB_URL:jdbc:clickhouse://127.0.0.1:8123/easyflow?jdbc_ignore_unsupported_values=true&socket_timeout=30000&compress=false&ssl=false}
@@ -58,3 +74,27 @@ easyflow:
       validate-on-migrate: true
   storage:
     type: xFileStorage
+  ai:
+    rag:
+      health:
+        cache-ttl: 5s
+    document-import:
+      parse-monitor:
+        fixed-delay: 10000
+        initial-delay: 10000
+        batch-size: 10
+  thread-pool:
+    sse:
+      core-size: 4
+      max-size: 16
+      queue-capacity: 2000
+      keep-alive-seconds: 30
+      allow-core-thread-timeout: true
+    document-import:
+      core-size: 2
+      max-size: 4
+      queue-capacity: 200
+      keep-alive-seconds: 60
+      allow-core-thread-timeout: true
+    scheduler:
+      pool-size: 4

easyflow-starter/easyflow-starter-all/src/main/resources/application.yml

@@ -21,6 +21,13 @@ spring:
     url: jdbc:mysql://127.0.0.1:33306/easyflow?useInformationSchema=true&characterEncoding=utf-8
     username: root
     password: root
+    hikari:
+      maximum-pool-size: 12
+      minimum-idle: 2
+      connection-timeout: 5000
+      validation-timeout: 3000
+      idle-timeout: 600000
+      max-lifetime: 1800000
   flyway:
     enabled: true
     locations: classpath:db/migration/mysql
@@ -69,7 +76,7 @@ spring:
             tablePrefix: TB_QRTZ_
             driverDelegateClass: org.quartz.impl.jdbcjobstore.StdJDBCDelegate
           threadPool:
-            threadCount: 20
+            threadCount: 8
             threadPriority: 5
   threads:
     virtual:
@@ -104,6 +111,15 @@ easyflow:
       consumer-block-timeout: 2000ms
       pending-claim-idle: 60000ms
       max-retry: 16
+      consumer-executor:
+        core-size: 4
+        max-size: 12
+        queue-capacity: 64
+        keep-alive-seconds: 60
+      pool:
+        max-active: 12
+        max-idle: 8
+        min-idle: 1
   analytical-db:
     # 是否启用分析数据库
     enabled: true
@@ -148,6 +164,30 @@ easyflow:
       root: /Users/slience/postgraduate/easyflow/attachment
       # 后端接口地址，用于拼接完整 url
       prefix: http://localhost:8111/attachment
+  ai:
+    rag:
+      health:
+        cache-ttl: 5s
+    document-import:
+      parse-monitor:
+        fixed-delay: 10000
+        initial-delay: 10000
+        batch-size: 10
+  thread-pool:
+    sse:
+      core-size: 4
+      max-size: 16
+      queue-capacity: 2000
+      keep-alive-seconds: 30
+      allow-core-thread-timeout: true
+    document-import:
+      core-size: 2
+      max-size: 4
+      queue-capacity: 200
+      keep-alive-seconds: 60
+      allow-core-thread-timeout: true
+    scheduler:
+      pool-size: 4
 
 # xFileStorage存储文件配置
 # 文档：https://x-file-storage.xuyanwu.cn/
@@ -211,9 +251,9 @@ jetcache:
       valueEncoder: java
       valueDecoder: java
       poolConfig:
-        minIdle: 5
+        minIdle: 1
-        maxIdle: 20
+        maxIdle: 12
-        maxTotal: 50
+        maxTotal: 32
       host: ${spring.data.redis.host}
       port: ${spring.data.redis.port}
       password: ${spring.data.redis.password}

easyflow-ui-admin/app/src/components/chat-workspace/ChatCapabilityMenu.vue

@@ -0,0 +1,459 @@
+<script setup lang="ts">
+import {computed, ref, watch} from 'vue';
+
+import {ArrowRight, Check, Close, Collection, Plus,} from '@element-plus/icons-vue';
+import {ElPopover} from 'element-plus';
+
+interface KnowledgeOption {
+  label: string;
+  value: string;
+}
+
+interface KnowledgeView {
+  id: string;
+  title: string;
+}
+
+const props = withDefaults(
+  defineProps<{
+    disabled?: boolean;
+    extraKnowledgeIds?: string[];
+    knowledgeOptions?: KnowledgeOption[];
+    loading?: boolean;
+    selectedKnowledges?: KnowledgeView[];
+    showTrigger?: boolean;
+  }>(),
+  {
+    disabled: false,
+    extraKnowledgeIds: () => [],
+    knowledgeOptions: () => [],
+    loading: false,
+    selectedKnowledges: () => [],
+    showTrigger: true,
+  },
+);
+
+const emit = defineEmits<{
+  'update:extraKnowledgeIds': [value: string[]];
+}>();
+
+const MAX_EXTRA_KNOWLEDGE_COUNT = 3;
+const rootOpen = ref(false);
+const knowledgeOpen = ref(false);
+const selectedIdSet = computed(
+  () => new Set(props.extraKnowledgeIds.map(String)),
+);
+
+function setKnowledgeOpen(open: boolean) {
+  if (props.disabled) {
+    return;
+  }
+  knowledgeOpen.value = open;
+}
+
+watch(rootOpen, (open) => {
+  if (!open) {
+    knowledgeOpen.value = false;
+  }
+});
+
+function updateKnowledgeIds(value: string[]) {
+  emit('update:extraKnowledgeIds', value);
+}
+
+function isSelected(id: string) {
+  return selectedIdSet.value.has(String(id));
+}
+
+function isKnowledgeDisabled(id: string) {
+  return (
+    props.disabled ||
+    props.loading ||
+    (props.extraKnowledgeIds.length >= MAX_EXTRA_KNOWLEDGE_COUNT &&
+      !isSelected(id))
+  );
+}
+
+function toggleKnowledge(id: string) {
+  const normalizedId = String(id);
+  const nextIds = props.extraKnowledgeIds.map(String);
+  const currentIndex = nextIds.indexOf(normalizedId);
+  if (currentIndex !== -1) {
+    nextIds.splice(currentIndex, 1);
+    updateKnowledgeIds(nextIds);
+    return;
+  }
+  if (nextIds.length >= MAX_EXTRA_KNOWLEDGE_COUNT) {
+    return;
+  }
+  nextIds.push(normalizedId);
+  updateKnowledgeIds(nextIds);
+}
+
+function removeKnowledge(id: string) {
+  updateKnowledgeIds(
+    props.extraKnowledgeIds.filter((item) => String(item) !== String(id)),
+  );
+}
+</script>
+
+<template>
+  <div
+    v-if="showTrigger || selectedKnowledges.length > 0"
+    class="chat-capability"
+  >
+    <div v-if="selectedKnowledges.length > 0" class="chat-capability__chips">
+      <span
+        v-for="knowledge in selectedKnowledges"
+        :key="knowledge.id"
+        class="chat-capability__chip"
+      >
+        <Collection class="chat-capability__chip-icon" />
+        <span class="chat-capability__chip-label">{{ knowledge.title }}</span>
+        <button
+          type="button"
+          class="chat-capability__chip-remove"
+          aria-label="移除知识库"
+          :disabled="disabled"
+          @click="removeKnowledge(knowledge.id)"
+        >
+          <Close />
+        </button>
+      </span>
+    </div>
+
+    <ElPopover
+      v-if="showTrigger"
+      v-model:visible="rootOpen"
+      placement="top-start"
+      :show-arrow="false"
+      :width="120"
+      :offset="8"
+      popper-class="chat-capability-popper"
+      trigger="click"
+    >
+      <template #reference>
+        <button
+          type="button"
+          class="chat-capability__trigger"
+          :class="{ 'is-open': rootOpen }"
+          :disabled="disabled"
+          aria-label="添加能力"
+          title="添加能力"
+        >
+          <Plus />
+        </button>
+      </template>
+
+      <div class="chat-capability__menu" @mouseleave="setKnowledgeOpen(false)">
+        <button
+          type="button"
+          class="chat-capability__menu-item"
+          :class="{ 'is-open': knowledgeOpen }"
+          :disabled="disabled"
+          @click="setKnowledgeOpen(true)"
+          @focus="setKnowledgeOpen(true)"
+          @mouseenter="setKnowledgeOpen(true)"
+        >
+          <Collection class="chat-capability__menu-icon" />
+          <span>知识库</span>
+          <ArrowRight class="chat-capability__menu-arrow" />
+        </button>
+
+        <div
+          v-if="knowledgeOpen"
+          class="chat-capability__knowledge-panel"
+          @mouseenter="setKnowledgeOpen(true)"
+          @mouseleave="setKnowledgeOpen(false)"
+        >
+          <div class="chat-capability__knowledge-head">
+            <span>选择知识库</span>
+            <span>最多 3 个</span>
+          </div>
+          <div
+            v-if="knowledgeOptions.length > 0"
+            class="chat-capability__knowledge-list"
+          >
+            <button
+              v-for="item in knowledgeOptions"
+              :key="item.value"
+              type="button"
+              class="chat-capability__knowledge-item"
+              :class="{
+                'is-active': isSelected(item.value),
+                'is-disabled': isKnowledgeDisabled(item.value),
+              }"
+              :disabled="isKnowledgeDisabled(item.value)"
+              @click.stop="toggleKnowledge(item.value)"
+            >
+              <span>{{ item.label }}</span>
+              <Check
+                v-if="isSelected(item.value)"
+                class="chat-capability__knowledge-check"
+              />
+            </button>
+          </div>
+          <div v-else class="chat-capability__empty">
+            {{ loading ? '加载中' : '暂无可选知识库' }}
+          </div>
+        </div>
+      </div>
+    </ElPopover>
+  </div>
+</template>
+
+<style scoped>
+.chat-capability {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  min-width: 0;
+}
+
+.chat-capability__chips {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 8px;
+  min-width: 0;
+}
+
+.chat-capability__chip {
+  display: inline-flex;
+  align-items: center;
+  max-width: 220px;
+  min-height: 28px;
+  gap: 6px;
+  padding: 0 8px;
+  color: var(--el-color-primary);
+  background: var(--el-color-primary-light-9);
+  border: 1px solid var(--el-color-primary-light-7);
+  border-radius: 999px;
+}
+
+.chat-capability__chip-icon {
+  width: 14px;
+  height: 14px;
+  flex: none;
+}
+
+.chat-capability__chip-label {
+  min-width: 0;
+  overflow: hidden;
+  font-size: 12px;
+  font-weight: 500;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.chat-capability__chip-remove,
+.chat-capability__trigger,
+.chat-capability__menu-item,
+.chat-capability__knowledge-item {
+  font: inherit;
+}
+
+.chat-capability__chip-remove {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 18px;
+  height: 18px;
+  padding: 0;
+  color: inherit;
+  cursor: pointer;
+  background: transparent;
+  border: 0;
+  border-radius: 999px;
+}
+
+.chat-capability__chip-remove:hover:not(:disabled),
+.chat-capability__chip-remove:focus-visible {
+  background: var(--el-color-primary-light-8);
+  outline: none;
+}
+
+.chat-capability__chip-remove :deep(.el-icon),
+.chat-capability__chip-remove svg {
+  width: 12px;
+  height: 12px;
+}
+
+.chat-capability__trigger {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 36px;
+  height: 36px;
+  padding: 0;
+  color: var(--el-text-color-secondary);
+  cursor: pointer;
+  background: transparent;
+  border: 0;
+  border-radius: 999px;
+  transition:
+    background-color 0.16s ease,
+    color 0.16s ease;
+}
+
+.chat-capability__trigger:hover:not(:disabled),
+.chat-capability__trigger:focus-visible,
+.chat-capability__trigger.is-open {
+  color: var(--el-color-primary);
+  background: var(--el-fill-color-light);
+  outline: none;
+}
+
+.chat-capability__trigger:disabled {
+  cursor: not-allowed;
+  opacity: 0.45;
+}
+
+.chat-capability__trigger svg {
+  width: 18px;
+  height: 18px;
+}
+
+.chat-capability__menu,
+.chat-capability__knowledge-panel {
+  padding: 4px;
+}
+
+.chat-capability__menu {
+  position: relative;
+}
+
+.chat-capability__menu-item {
+  display: grid;
+  grid-template-columns: auto minmax(0, 1fr) auto;
+  gap: 10px;
+  align-items: center;
+  width: 100%;
+  min-height: 36px;
+  padding: 0 8px;
+  color: var(--el-text-color-primary);
+  text-align: left;
+  cursor: pointer;
+  background: transparent;
+  border: 0;
+  border-radius: 12px;
+}
+
+.chat-capability__menu-item:hover:not(:disabled),
+.chat-capability__menu-item:focus-visible,
+.chat-capability__menu-item.is-open {
+  background: var(--el-fill-color-light);
+  outline: none;
+}
+
+.chat-capability__menu-item:disabled {
+  cursor: not-allowed;
+  opacity: 0.45;
+}
+
+.chat-capability__menu-icon,
+.chat-capability__menu-arrow {
+  width: 16px;
+  height: 16px;
+  color: var(--el-text-color-secondary);
+}
+
+.chat-capability__knowledge-head {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  min-height: 32px;
+  padding: 0 8px;
+  font-size: 12px;
+  color: var(--el-text-color-secondary);
+}
+
+.chat-capability__knowledge-panel {
+  position: absolute;
+  bottom: -2px;
+  left: calc(100% + 4px);
+  width: 296px;
+  background: var(--el-bg-color-overlay);
+  border-radius: 14px;
+  box-shadow: var(--el-box-shadow-light);
+  box-sizing: border-box;
+  z-index: 1;
+}
+
+.chat-capability__knowledge-list {
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+  max-height: 260px;
+  overflow: auto;
+}
+
+.chat-capability__knowledge-item {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  width: 100%;
+  min-height: 36px;
+  gap: 12px;
+  padding: 0 10px;
+  color: var(--el-text-color-primary);
+  text-align: left;
+  cursor: pointer;
+  background: transparent;
+  border: 0;
+  border-radius: 8px;
+}
+
+.chat-capability__knowledge-item span {
+  min-width: 0;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.chat-capability__knowledge-item:hover:not(:disabled),
+.chat-capability__knowledge-item:focus-visible,
+.chat-capability__knowledge-item.is-active {
+  background: var(--el-fill-color-light);
+  outline: none;
+}
+
+.chat-capability__knowledge-item.is-active {
+  color: var(--el-color-primary);
+}
+
+.chat-capability__knowledge-item:disabled {
+  cursor: not-allowed;
+  opacity: 0.5;
+}
+
+.chat-capability__knowledge-check {
+  width: 15px;
+  height: 15px;
+  flex: none;
+}
+
+.chat-capability__empty {
+  padding: 16px 10px;
+  font-size: 12px;
+  color: var(--el-text-color-secondary);
+}
+
+:global(.chat-capability-popper) {
+  width: 120px !important;
+  min-width: 120px !important;
+  overflow: visible !important;
+  padding: 4px !important;
+  border-radius: 12px !important;
+  box-sizing: border-box;
+}
+
+:global(.chat-capability-popper .chat-capability__menu) {
+  padding: 0;
+}
+
+:global(.chat-capability-popper.el-popper) {
+  transition:
+    opacity 0.08s ease,
+    transform 0.08s ease !important;
+}
+</style>

easyflow-ui-admin/app/src/components/chat-workspace/ChatInputTriggerPanel.vue

@@ -0,0 +1,138 @@
+<script setup lang="ts">
+import type {ChatInputTriggerItem} from './input-triggers/types';
+
+import {Collection} from '@element-plus/icons-vue';
+
+defineProps<{
+  activeIndex?: number;
+  groupLabel?: string;
+  items?: ChatInputTriggerItem[];
+  keyword?: string;
+}>();
+
+const emit = defineEmits<{
+  select: [item: ChatInputTriggerItem, index: number];
+  setActive: [index: number];
+}>();
+</script>
+
+<template>
+  <div class="chat-input-trigger-panel">
+    <div v-if="groupLabel" class="chat-input-trigger-panel__head">
+      {{ groupLabel }}
+    </div>
+    <div
+      v-if="items && items.length > 0"
+      class="chat-input-trigger-panel__list"
+    >
+      <button
+        v-for="(item, index) in items"
+        :key="item.id"
+        type="button"
+        class="chat-input-trigger-panel__item"
+        :class="{ 'is-active': index === activeIndex }"
+        :disabled="item.disabled"
+        @mouseenter="emit('setActive', index)"
+        @mousedown.prevent="emit('select', item, index)"
+      >
+        <component
+          :is="item.icon || Collection"
+          class="chat-input-trigger-panel__icon"
+        />
+        <span class="chat-input-trigger-panel__content">
+          <span class="chat-input-trigger-panel__label">{{ item.label }}</span>
+        </span>
+      </button>
+    </div>
+    <div v-else class="chat-input-trigger-panel__empty">
+      {{ keyword ? '没有匹配项' : '暂无可选项' }}
+    </div>
+  </div>
+</template>
+
+<style scoped>
+.chat-input-trigger-panel {
+  width: 100%;
+  padding: 8px;
+  background: var(--el-fill-color-extra-light);
+  border: 1px solid var(--el-border-color-lighter);
+  border-radius: 18px;
+  box-shadow: var(--el-box-shadow-light);
+  box-sizing: border-box;
+}
+
+.chat-input-trigger-panel__head {
+  min-height: 32px;
+  padding: 0 10px;
+  font-size: 13px;
+  font-weight: 500;
+  line-height: 32px;
+  color: var(--el-text-color-secondary);
+}
+
+.chat-input-trigger-panel__list {
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+  max-height: 240px;
+  overflow: auto;
+}
+
+.chat-input-trigger-panel__item {
+  display: flex;
+  align-items: center;
+  width: 100%;
+  min-height: 40px;
+  gap: 10px;
+  padding: 0 10px;
+  color: var(--el-text-color-primary);
+  text-align: left;
+  cursor: pointer;
+  background: transparent;
+  border: 0;
+  border-radius: 12px;
+}
+
+.chat-input-trigger-panel__item:hover:not(:disabled),
+.chat-input-trigger-panel__item.is-active {
+  background: var(--el-fill-color-light);
+}
+
+.chat-input-trigger-panel__item:focus-visible {
+  outline: 2px solid var(--el-color-primary-light-5);
+  outline-offset: 2px;
+}
+
+.chat-input-trigger-panel__item:disabled {
+  cursor: not-allowed;
+  opacity: 0.5;
+}
+
+.chat-input-trigger-panel__icon {
+  width: 18px;
+  height: 18px;
+  flex: none;
+  color: var(--el-color-primary);
+}
+
+.chat-input-trigger-panel__content {
+  display: inline-flex;
+  min-width: 0;
+  align-items: baseline;
+}
+
+.chat-input-trigger-panel__label {
+  min-width: 0;
+  overflow: hidden;
+  font-size: 14px;
+  font-weight: 600;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.chat-input-trigger-panel__empty {
+  padding: 18px 10px;
+  font-size: 13px;
+  color: var(--el-text-color-secondary);
+}
+</style>

easyflow-ui-admin/app/src/components/chat-workspace/input-triggers/types.ts

@@ -0,0 +1,23 @@
+import type {Component} from 'vue';
+
+export type ChatInputTriggerSymbol = '#' | '$' | '/' | '@';
+
+export interface ChatInputTriggerItem {
+  description?: string;
+  disabled?: boolean;
+  icon?: Component;
+  id: string;
+  label: string;
+}
+
+export interface ChatInputTriggerGroup {
+  items: ChatInputTriggerItem[];
+  label: string;
+  symbol: ChatInputTriggerSymbol;
+}
+
+export interface ChatInputTriggerMatch {
+  keyword: string;
+  start: number;
+  symbol: ChatInputTriggerSymbol;
+}

easyflow-ui-admin/app/src/components/chat-workspace/input-triggers/useChatInputTrigger.ts

@@ -0,0 +1,166 @@
+import type {Ref} from 'vue';
+import {computed, nextTick, ref} from 'vue';
+
+import type {ChatInputTriggerGroup, ChatInputTriggerMatch, ChatInputTriggerSymbol,} from './types';
+
+const TRIGGER_SYMBOLS = new Set<ChatInputTriggerSymbol>(['#', '$', '/', '@']);
+const TRIGGER_BOUNDARY = /[\s，。！？；：,.!?;:()[\]{}]/;
+
+export interface ChatInputTriggerOptions {
+  disabled: Ref<boolean>;
+  groups: Ref<ChatInputTriggerGroup[]>;
+  inputRef: Ref<undefined | unknown>;
+  text: Ref<string>;
+}
+
+/**
+ * 管理聊天输入框快捷触发状态。
+ *
+ * @param options 触发器依赖
+ * @return 输入触发状态与操作方法
+ */
+export function useChatInputTrigger(options: ChatInputTriggerOptions) {
+  const activeMatch = ref<ChatInputTriggerMatch>();
+  const activeIndex = ref(0);
+
+  const activeGroup = computed(() => {
+    if (!activeMatch.value) {
+      return undefined;
+    }
+    return options.groups.value.find(
+      (group) => group.symbol === activeMatch.value?.symbol,
+    );
+  });
+
+  const visibleItems = computed(() => {
+    const group = activeGroup.value;
+    if (!group) {
+      return [];
+    }
+    const keyword = activeMatch.value?.keyword.trim().toLowerCase() || '';
+    if (!keyword) {
+      return group.items;
+    }
+    return group.items.filter((item) => {
+      const label = item.label.toLowerCase();
+      const description = item.description?.toLowerCase() || '';
+      return label.includes(keyword) || description.includes(keyword);
+    });
+  });
+
+  const activePanel = computed(() => {
+    const group = activeGroup.value;
+    if (!activeMatch.value || !group) {
+      return undefined;
+    }
+    return {
+      groupLabel: group.label,
+      keyword: activeMatch.value.keyword,
+      symbol: activeMatch.value.symbol,
+    };
+  });
+
+  function getTextareaElement() {
+    const rawRef = options.inputRef.value as
+      | undefined
+      | { textarea?: HTMLTextAreaElement };
+    return rawRef?.textarea;
+  }
+
+  function close() {
+    activeMatch.value = undefined;
+    activeIndex.value = 0;
+  }
+
+  function sync() {
+    if (options.disabled.value) {
+      close();
+      return;
+    }
+    const textarea = getTextareaElement();
+    const cursor = textarea?.selectionStart ?? options.text.value.length;
+    const match = findTriggerMatch(options.text.value, cursor);
+    if (!match) {
+      close();
+      return;
+    }
+    activeMatch.value = match;
+    activeIndex.value = Math.min(
+      activeIndex.value,
+      Math.max(visibleItems.value.length - 1, 0),
+    );
+  }
+
+  async function replaceTriggerText(replacement = '') {
+    const match = activeMatch.value;
+    if (!match) {
+      return;
+    }
+    const textarea = getTextareaElement();
+    const cursor = textarea?.selectionStart ?? options.text.value.length;
+    const before = options.text.value.slice(0, match.start);
+    const after = options.text.value.slice(cursor);
+    const nextText = `${before}${replacement}${after}`;
+    const nextCursor = before.length + replacement.length;
+    options.text.value = nextText;
+    close();
+    await nextTick();
+    textarea?.focus();
+    textarea?.setSelectionRange(nextCursor, nextCursor);
+  }
+
+  function move(delta: number) {
+    const total = visibleItems.value.length;
+    if (!activeMatch.value || total === 0) {
+      return;
+    }
+    activeIndex.value = (activeIndex.value + delta + total) % total;
+  }
+
+  function setActiveIndex(index: number) {
+    if (index < 0 || index >= visibleItems.value.length) {
+      return;
+    }
+    activeIndex.value = index;
+  }
+
+  function findTriggerMatch(
+    text: string,
+    cursor: number,
+  ): ChatInputTriggerMatch | undefined {
+    const beforeCursor = text.slice(0, cursor);
+    for (let index = beforeCursor.length - 1; index >= 0; index--) {
+      const char = beforeCursor[index];
+      if (!char) {
+        continue;
+      }
+      if (TRIGGER_BOUNDARY.test(char)) {
+        return undefined;
+      }
+      if (!TRIGGER_SYMBOLS.has(char as ChatInputTriggerSymbol)) {
+        continue;
+      }
+      const previous = index === 0 ? '' : beforeCursor[index - 1];
+      if (previous && !TRIGGER_BOUNDARY.test(previous)) {
+        return undefined;
+      }
+      return {
+        keyword: beforeCursor.slice(index + 1),
+        start: index,
+        symbol: char as ChatInputTriggerSymbol,
+      };
+    }
+    return undefined;
+  }
+
+  return {
+    activeIndex,
+    activePanel,
+    close,
+    move,
+    replaceTriggerText,
+    setActiveIndex,
+    sync,
+    visibleItems,
+  };
+}

easyflow-ui-admin/app/src/router/routes/modules/agent.ts

@@ -22,7 +22,7 @@ const routes: RouteRecordRaw[] = [
       title: '智能体聊天',
       fullPathKey: false,
       hideInMenu: true,
-      activePath: '/ai/agents',
+      activePath: '/ai/agent-chat',
     },
   },
 ];

easyflow-ui-admin/app/src/views/ai/agent-chat/adapters/agentTimelineAdapter.test.ts

@@ -111,6 +111,135 @@ describe('agentTimelineAdapter', () => {
     ).toBe(true);
   });
 
+  it('hides knowledge retrieval cards when restoring agent chat history', () => {
+    const items = recordsToTimelineItems([
+      {
+        id: '417197643647811584',
+        senderRole: 'assistant',
+        contentText:
+          '根据知识库中的信息，2026年暑假的时间安排是：7月1日到8月15日。',
+        roundId: '417197622424633344',
+        contentPayload: {
+          chains: [
+            {
+              id: 'call_0fc660e9d203416983ccca7e',
+              name: 'retrieve_knowledge',
+              result: 'Retrieved 2 relevant document(s)',
+              status: 'TOOL_RESULT',
+              arguments: {
+                query: '暑假时间',
+              },
+            },
+          ],
+          agentResult: {
+            text: '根据知识库中的信息，2026年暑假的时间安排是：7月1日到8月15日。',
+            knowledgeReferences: [
+              {
+                chunkContent:
+                  '问题：2026 年暑假安排\n答案：2026 年7 月 1 日到 8 月 15 日',
+                documentId: '411358369563336704',
+                knowledgeName: 'faq',
+                knowledgeType: 'FAQ',
+              },
+            ],
+          },
+          messageChain: [
+            {
+              role: 'assistant',
+              toolCalls: [
+                {
+                  id: 'call_0fc660e9d203416983ccca7e',
+                  name: 'retrieve_knowledge',
+                  arguments: '{query=暑假时间}',
+                },
+              ],
+            },
+            {
+              role: 'tool',
+              content: 'Retrieved 2 relevant document(s)',
+              toolCallId: 'call_0fc660e9d203416983ccca7e',
+            },
+            {
+              role: 'assistant',
+              content:
+                '根据知识库中的信息，2026年暑假的时间安排是：7月1日到8月15日。',
+            },
+          ],
+        },
+      },
+    ]);
+
+    expect(items.some((item) => item.type === 'tool')).toBe(false);
+    expect(
+      items.some(
+        (item) => item.type === 'status' && item.label === '已检索知识库',
+      ),
+    ).toBe(true);
+    expect(
+      items.some((item) => item.type === 'message' && item.role === 'assistant'),
+    ).toBe(true);
+    const assistant = items.find(
+      (item): item is ChatTimelineMessageItem =>
+        item.type === 'message' && item.role === 'assistant',
+    );
+    expect(assistant?.knowledgeItems?.[0]?.knowledgeName).toBe('faq');
+  });
+
+  it('hides internal fragment and context reload tools from history', () => {
+    const items = recordsToTimelineItems([
+      {
+        id: 'internal-tools',
+        senderRole: 'assistant',
+        contentText: '已处理',
+        roundId: 'round-internal',
+        contentPayload: {
+          chains: [
+            {
+              id: 'fragment-1',
+              name: '__fragment__',
+              status: 'TOOL_RESULT',
+              result: 'fragment',
+            },
+            {
+              id: 'context-1',
+              name: 'context_reload',
+              status: 'TOOL_RESULT',
+              result: 'reload',
+            },
+          ],
+          agentResult: {
+            text: '已处理',
+          },
+          messageChain: [
+            {
+              role: 'assistant',
+              toolCalls: [
+                { id: 'fragment-1', name: '__fragment__' },
+                { id: 'context-1', name: 'context_reload' },
+              ],
+            },
+            {
+              role: 'tool',
+              toolCallId: 'fragment-1',
+              content: 'fragment',
+            },
+            {
+              role: 'tool',
+              toolCallId: 'context-1',
+              content: 'reload',
+            },
+          ],
+        },
+      },
+    ]);
+
+    expect(items.some((item) => item.type === 'tool')).toBe(false);
+    expect(items.some((item) => item.type === 'status')).toBe(false);
+    expect(
+      items.some((item) => item.type === 'message' && item.role === 'assistant'),
+    ).toBe(true);
+  });
+
   it('parses raw SSE text as message delta', () => {
     const envelope = parseAgentSseMessage({
       data: 'hello',
@@ -227,4 +356,123 @@ describe('agentTimelineAdapter', () => {
     expect(assistant?.roundId).toBe('runtime-round-1');
     expect(assistant?.parts[0]?.content).toBe('准备调用工具');
   });
+
+  it('updates memory compression status within the current round', () => {
+    const items: any[] = [];
+
+    applyAgentSseEnvelope(
+      items,
+      {
+        domain: 'BUSINESS',
+        type: 'STATUS',
+        payload: {
+          label: '正在整理上下文',
+          phase: 'started',
+          status: 'running',
+          statusKey: 'memory-compression',
+        },
+      },
+      { roundId: 'round-a' },
+    );
+    applyAgentSseEnvelope(
+      items,
+      {
+        domain: 'BUSINESS',
+        type: 'STATUS',
+        payload: {
+          compressed: true,
+          label: '已整理上下文',
+          phase: 'completed',
+          status: 'done',
+          statusKey: 'memory-compression',
+        },
+      },
+      { roundId: 'round-a' },
+    );
+
+    const statuses = items.filter((item) => item.type === 'status');
+    expect(statuses).toHaveLength(1);
+    expect(statuses[0]?.label).toBe('已整理上下文');
+    expect(statuses[0]?.status).toBe('done');
+    expect(statuses[0]?.statusKey).toBe('memory-compression:round-a');
+  });
+
+  it('keeps memory compression statuses isolated by round', () => {
+    const items: any[] = [];
+
+    applyAgentSseEnvelope(
+      items,
+      {
+        domain: 'BUSINESS',
+        type: 'STATUS',
+        payload: {
+          compressed: true,
+          label: '已整理上下文',
+          phase: 'completed',
+          status: 'done',
+          statusKey: 'memory-compression',
+        },
+      },
+      { roundId: 'round-a' },
+    );
+    applyAgentSseEnvelope(
+      items,
+      {
+        domain: 'BUSINESS',
+        type: 'STATUS',
+        payload: {
+          compressed: false,
+          label: '无需压缩上下文',
+          phase: 'completed',
+          status: 'done',
+          statusKey: 'memory-compression',
+        },
+      },
+      { roundId: 'round-b' },
+    );
+
+    const statuses = items.filter((item) => item.type === 'status');
+    expect(statuses).toHaveLength(1);
+    expect(statuses[0]?.statusKey).toBe('memory-compression:round-a');
+    expect(statuses[0]?.label).toBe('已整理上下文');
+  });
+
+  it('does not show no-compression status before a later compression run', () => {
+    const items: any[] = [];
+
+    applyAgentSseEnvelope(
+      items,
+      {
+        domain: 'BUSINESS',
+        type: 'STATUS',
+        payload: {
+          compressed: false,
+          label: '无需压缩上下文',
+          phase: 'completed',
+          status: 'done',
+          statusKey: 'memory-compression',
+        },
+      },
+      { roundId: 'round-a' },
+    );
+    applyAgentSseEnvelope(
+      items,
+      {
+        domain: 'BUSINESS',
+        type: 'STATUS',
+        payload: {
+          label: '正在整理上下文',
+          phase: 'started',
+          status: 'running',
+          statusKey: 'memory-compression',
+        },
+      },
+      { roundId: 'round-a' },
+    );
+
+    const statuses = items.filter((item) => item.type === 'status');
+    expect(statuses).toHaveLength(1);
+    expect(statuses[0]?.label).toBe('正在整理上下文');
+    expect(statuses[0]?.status).toBe('running');
+  });
 });

easyflow-ui-admin/app/src/views/ai/agent-chat/adapters/agentTimelineAdapter.ts

@@ -54,6 +54,38 @@ function normalizeToolCallId(payload: Record<string, any>) {
   return asText(payload.toolCallId ?? payload.tool_call_id ?? payload.id);
 }
 
+function isBlankToolName(value: unknown) {
+  return !normalizeToolName(value);
+}
+
+function shouldSkipToolProjection(value: unknown) {
+  const normalizedName = normalizeToolName(value).toLowerCase();
+  return (
+    normalizedName === 'context_reload' ||
+    normalizedName === '__fragment__'
+  );
+}
+
+function normalizeToolCallName(payload: Record<string, any>) {
+  const fn = asRecord(payload.function);
+  return normalizeToolName(payload.name ?? payload.toolName ?? fn.name);
+}
+
+function normalizeToolCallInput(payload: Record<string, any>) {
+  const fn = asRecord(payload.function);
+  return payload.arguments ?? payload.input ?? fn.arguments;
+}
+
+function statusKeyForProjection(
+  payload: Record<string, any>,
+  metadata?: Partial<ChatTimelineMessageItem>,
+  fallback = 'status',
+) {
+  const statusKey = asText(payload.statusKey) || fallback;
+  const roundId = asText(metadata?.roundId);
+  return roundId ? `${statusKey}:${roundId}` : statusKey;
+}
+
 function normalizeMetadata(record: AgentChatMessageRecord) {
   return {
     createdAt: asTimestamp(record.created),
@@ -139,14 +171,10 @@ function appendAssistantText(
   if (!text) {
     return;
   }
-  ChatTimelineBuilder.appendMessageDelta(
+  ChatTimelineBuilder.appendMessageDelta(items, text, {
-    items,
-    text,
-    {
     ...assistantMetadata(record, suffix),
     ...metadata,
-    },
+  });
-  );
 }
 
 function appendAssistantThinking(
@@ -160,14 +188,10 @@ function appendAssistantThinking(
   if (!text) {
     return;
   }
-  ChatTimelineBuilder.appendThinkingDelta(
+  ChatTimelineBuilder.appendThinkingDelta(items, text, {
-    items,
-    text,
-    {
     ...assistantMetadata(record, suffix),
     ...metadata,
-    },
+  });
-  );
 }
 
 function projectHistoryChain(
@@ -177,6 +201,7 @@ function projectHistoryChain(
   const payload = asRecord(record.contentPayload);
   let hasAssistantText = false;
   let hasAssistantThinking = false;
+  const toolNameByCallId = new Map<string, string>();
   const displayChains = asArray(payload.displayChains ?? payload.chains);
   for (const chain of displayChains) {
     const item = asRecord(chain);
@@ -187,12 +212,21 @@ function projectHistoryChain(
       continue;
     }
     const toolName = normalizeToolName(item.name ?? item.toolName);
-    if (toolName) {
+    const toolCallId = normalizeToolCallId(item);
+    if (toolCallId && toolName) {
+      toolNameByCallId.set(toolCallId, toolName);
+    }
+    if (toolName && !shouldSkipToolProjection(toolName)) {
       ChatTimelineBuilder.upsertToolCall(items, {
         input: item.arguments ?? item.input,
         output: item.result ?? item.output,
         status: asText(item.status) === 'TOOL_RESULT' ? 'success' : 'running',
-        toolCallId: asText(item.id ?? item.toolCallId),
+        statusKey: statusKeyForProjection(
+          item,
+          normalizeMetadata(record),
+          'knowledge-retrieval',
+        ),
+        toolCallId,
         toolName,
       });
     }
@@ -213,21 +247,45 @@ function projectHistoryChain(
       }
       for (const toolCall of asArray(item.toolCalls)) {
         const tool = asRecord(toolCall);
+        const toolCallId = normalizeToolCallId(tool);
+        const toolName = normalizeToolCallName(tool);
+        if (toolCallId && toolName) {
+          toolNameByCallId.set(toolCallId, toolName);
+        }
+        if (isBlankToolName(toolName) || shouldSkipToolProjection(toolName)) {
+          continue;
+        }
         ChatTimelineBuilder.upsertToolCall(items, {
-          input: tool.arguments ?? tool.input,
+          input: normalizeToolCallInput(tool),
           status: 'running',
-          toolCallId: asText(tool.id ?? tool.toolCallId),
+          statusKey: statusKeyForProjection(
-          toolName: normalizeToolName(tool.name ?? tool.toolName),
+            tool,
+            normalizeMetadata(record),
+            'knowledge-retrieval',
+          ),
+          toolCallId,
+          toolName,
         });
       }
       continue;
     }
     if (role === 'tool') {
+      const toolCallId = normalizeToolCallId(item);
+      const toolName =
+        normalizeToolCallName(item) || toolNameByCallId.get(toolCallId) || '';
+      if (isBlankToolName(toolName) || shouldSkipToolProjection(toolName)) {
+        continue;
+      }
       ChatTimelineBuilder.upsertToolCall(items, {
         output: item.content ?? item.result,
         status: 'success',
-        toolCallId: asText(item.toolCallId ?? item.id),
+        statusKey: statusKeyForProjection(
-        toolName: normalizeToolName(item.name ?? item.toolName) || '工具调用',
+          item,
+          normalizeMetadata(record),
+          'knowledge-retrieval',
+        ),
+        toolCallId,
+        toolName,
       });
     }
   }
@@ -369,7 +427,11 @@ export function applyAgentSseEnvelope(
       input: payload.input ?? payload.toolInput,
       output: payload.output ?? payload.result ?? payload.text,
       status: type === 'TOOL_RESULT' ? 'success' : 'running',
-      statusKey: asText(payload.statusKey) || undefined,
+      statusKey: statusKeyForProjection(
+        payload,
+        metadata,
+        'knowledge-retrieval',
+      ),
       toolCallId: normalizeToolCallId(payload),
       toolName: normalizeToolName(
         payload.toolDisplayName ?? payload.toolName ?? payload.name,
@@ -394,7 +456,11 @@ export function applyAgentSseEnvelope(
         label: asText(payload.label),
         phase: asText(payload.phase),
         status: asText(payload.status),
-        statusKey: asText(payload.statusKey),
+        statusKey: statusKeyForProjection(
+          payload,
+          metadata,
+          'memory-compression',
+        ),
       });
       return;
     }
@@ -402,7 +468,7 @@ export function applyAgentSseEnvelope(
       ChatTimelineBuilder.upsertKnowledgeRetrievalStatus(
         items,
         asText(payload.status) === 'running' ? 'running' : 'done',
-        asText(payload.statusKey),
+        statusKeyForProjection(payload, metadata, 'knowledge-retrieval'),
       );
     }
     return;

easyflow-ui-admin/app/src/views/ai/agent-chat/agentChatRuntimeManager.ts

@@ -1,7 +1,9 @@
 import type {ChatTimelineItem} from '@easyflow/common-ui';
 import {ChatTimelineBuilder} from '@easyflow/common-ui';
 
+import type {AgentChatCapabilityPayload} from './api';
 import {generateAgentSessionId, sendAgentChat, stopAgentChatStream,} from './api';
+
 import {applyAgentSseEnvelope, parseAgentSseMessage,} from './adapters/agentTimelineAdapter';
 
 interface RuntimeSessionState {
@@ -34,6 +36,7 @@ interface StartOptions {
   agentId: string;
   agentName?: string;
   baseItems?: ChatTimelineItem[];
+  capabilities?: AgentChatCapabilityPayload[];
   prompt: string;
   sessionId?: string;
 }
@@ -47,7 +50,8 @@ const listeners = new Set<() => void>();
 let latestSessionId = '';
 
 function clone<T>(value: T): T {
-  return JSON.parse(JSON.stringify(value)) as T;
+  const serialized = JSON.stringify(value);
+  return JSON.parse(serialized) as T;
 }
 
 function createRoundId() {
@@ -225,6 +229,7 @@ export const agentChatRuntimeManager = {
     void sendAgentChat(
       {
         agentId: options.agentId,
+        capabilities: options.capabilities,
         prompt: options.prompt,
         sessionId,
       },

easyflow-ui-admin/app/src/views/ai/agent-chat/api.ts

@@ -26,6 +26,20 @@ export interface AgentChatSessionView {
   title?: string;
 }
 
+export interface AgentChatKnowledgeView {
+  alias?: string;
+  description?: string;
+  icon?: string;
+  id?: number | string;
+  title?: string;
+}
+
+export interface AgentChatSessionDetailView extends AgentChatSessionView {
+  boundKnowledges?: AgentChatKnowledgeView[];
+  extraKnowledges?: AgentChatKnowledgeView[];
+  removedExtraKnowledgeNames?: string[];
+}
+
 export interface AgentChatSessionPage {
   pageNumber?: number;
   pageSize?: number;
@@ -58,6 +72,11 @@ export interface AgentChatConversationView {
   variantsByRound?: Record<string, AgentChatMessageRecord[]>;
 }
 
+export interface AgentChatCapabilityPayload {
+  resourceIds: Array<number | string>;
+  type: 'KNOWLEDGE';
+}
+
 export function getPublishedAgents() {
   return api.get<RequestResult<AgentInfo[]>>('/api/v1/agent/list', {
     params: { publishedOnly: true },
@@ -69,11 +88,20 @@ export function generateAgentSessionId() {
 }
 
 export function getAgentSession(sessionId: number | string) {
-  return api.get<RequestResult<AgentChatSessionView>>(
+  return api.get<RequestResult<AgentChatSessionDetailView>>(
     `/api/v1/agent/session/${sessionId}`,
   );
 }
 
+export function getPublishedKnowledges() {
+  return api.get<RequestResult<AgentChatKnowledgeView[]>>(
+    '/api/v1/documentCollection/list',
+    {
+      params: { publishedOnly: true },
+    },
+  );
+}
+
 export function getAgentSessions(params?: {
   agentId?: number | string;
   pageNumber?: number;
@@ -103,6 +131,18 @@ export function renameAgentSession(sessionId: number | string, title: string) {
   });
 }
 
+export function saveAgentSessionExtraKnowledges(
+  sessionId: number | string,
+  knowledgeIds: Array<number | string>,
+) {
+  return api.post<RequestResult<AgentChatSessionDetailView>>(
+    `/api/v1/agent/session/${sessionId}/extraKnowledges`,
+    {
+      knowledgeIds,
+    },
+  );
+}
+
 export function deleteAgentSession(sessionId: number | string) {
   return api.post<RequestResult>(`/api/v1/agent/session/${sessionId}/delete`);
 }
@@ -129,6 +169,7 @@ export function rejectAgentRun(
 export function sendAgentChat(
   data: {
     agentId: number | string;
+    capabilities?: AgentChatCapabilityPayload[];
     prompt: string;
     sessionId?: number | string;
   },

easyflow-ui-admin/app/src/views/ai/agent-chat/components/AgentChatWelcomeState.vue

@@ -0,0 +1,30 @@
+<script setup lang="ts">
+defineProps<{
+  title: string;
+}>();
+</script>
+
+<template>
+  <section class="agent-chat-welcome-state" aria-live="polite">
+    <h2 class="agent-chat-welcome-state__title">{{ title }}</h2>
+  </section>
+</template>
+
+<style scoped>
+.agent-chat-welcome-state {
+  display: flex;
+  justify-content: center;
+  pointer-events: none;
+}
+
+.agent-chat-welcome-state__title {
+  max-width: min(720px, 100%);
+  margin: 0;
+  overflow-wrap: anywhere;
+  font-size: clamp(24px, 2.6vw, 36px);
+  font-weight: 600;
+  line-height: 1.16;
+  color: var(--el-text-color-primary);
+  text-align: center;
+}
+</style>

easyflow-ui-admin/app/src/views/ai/agent-chat/index.vue

@@ -15,14 +15,21 @@ import {
   getAgentSession,
   getAgentSessions,
   getPublishedAgents,
+  getPublishedKnowledges,
   rejectAgentRun,
   renameAgentSession,
+  saveAgentSessionExtraKnowledges,
 } from './api';
 
+import type {
+  ChatInputTriggerGroup,
+  ChatInputTriggerItem,
+} from '#/components/chat-workspace/input-triggers/types';
+
 import {computed, onBeforeUnmount, onMounted, ref} from 'vue';
 import {useRoute, useRouter} from 'vue-router';
-import {Delete, EditPen, MoreFilled, Plus, Promotion,} from '@element-plus/icons-vue';
 
+import {Delete, EditPen, MoreFilled, Plus, Promotion,} from '@element-plus/icons-vue';
 import {
   ElButton,
   ElDropdown,
@@ -35,25 +42,49 @@ import {
   ElOption,
   ElSelect,
 } from 'element-plus';
+
+import ChatCapabilityMenu from '#/components/chat-workspace/ChatCapabilityMenu.vue';
+import ChatInputTriggerPanel from '#/components/chat-workspace/ChatInputTriggerPanel.vue';
+import {useChatInputTrigger} from '#/components/chat-workspace/input-triggers/useChatInputTrigger';
+
 import {recordsToTimelineItems} from './adapters/agentTimelineAdapter';
 import {agentChatRuntimeManager} from './agentChatRuntimeManager';
+import AgentChatWelcomeState from './components/AgentChatWelcomeState.vue';
 
 const route = useRoute();
 const router = useRouter();
 
+const WELCOME_TITLES = [
+  '我们应该做些什么',
+  '让协作发生',
+  '今天想推进什么',
+  '把想法变成行动',
+  '让智能体开始工作',
+  '从一个问题开始',
+  '一起把事情理清楚',
+  '把下一步交给协作',
+];
+
 const agents = ref<AgentInfo[]>([]);
 const sessions = ref<AgentChatSessionView[]>([]);
 const timelineItems = ref<ChatTimelineItem[]>([]);
 const selectedAgentId = ref('');
 const currentSessionId = ref('');
 const promptText = ref('');
+const promptInputRef = ref();
 const loadingAgents = ref(false);
 const loadingSessions = ref(false);
 const loadingConversation = ref(false);
+const loadingKnowledges = ref(false);
+const savingExtraKnowledges = ref(false);
 const sending = ref(false);
 const runtimeRunning = ref(false);
 const approvalLoadingKey = ref('');
+const knowledgeOptions = ref<{ label: string; value: string }[]>([]);
+const knowledgeMap = ref(new Map<string, { id: string; title: string }>());
+const extraKnowledgeIds = ref<string[]>([]);
 const runtimeSendingState = new Map<string, boolean>();
+const MAX_EXTRA_KNOWLEDGE_COUNT = 3;
 let runtimeUnsubscribe: (() => void) | undefined;
 
 const selectedAgent = computed(() =>
@@ -75,13 +106,66 @@ const canSend = computed(
 const composerPlaceholder = computed(() =>
   selectedAgent.value ? '输入消息' : '请选择智能体',
 );
-const agentSelectWidth = computed(() => {
+const selectedExtraKnowledges = computed(() => {
-  const name = selectedAgent.value?.name || '选择智能体';
+  const knowledges: { id: string; title: string }[] = [];
-  const textWidth = Array.from(name).reduce(
+  for (const id of extraKnowledgeIds.value) {
-    (total, char) => total + (/[\u4E00-\u9FFF]/.test(char) ? 14 : 8),
+    const knowledge = knowledgeMap.value.get(String(id));
+    if (knowledge) {
+      knowledges.push(knowledge);
+    }
+  }
+  return knowledges;
+});
+const capabilityDisabled = computed(
+  () =>
+    sending.value ||
+    runtimeRunning.value ||
+    savingExtraKnowledges.value ||
+    !selectedAgentId.value,
+);
+const isWelcomeState = computed(
+  () =>
+    !loadingConversation.value &&
+    !currentSessionId.value &&
+    timelineItems.value.length === 0,
+);
+const welcomeTitle = computed(() => {
+  const agentKey = selectedAgentId.value || selectedAgent.value?.name || '';
+  const index = [...agentKey].reduce(
+    (total, char) => total + char.charCodeAt(0),
     0,
   );
-  return `${Math.min(Math.max(textWidth + 36, 92), 240)}px`;
+  return WELCOME_TITLES[index % WELCOME_TITLES.length] || '我们应该做些什么';
+});
+const agentSelectWidth = computed(() => {
+  const name = selectedAgent.value?.name || '选择智能体';
+  const textWidth = [...name].reduce(
+    (total, char) => total + (/[\u4E00-\u9FFF]/.test(char) ? 15 : 8),
+    0,
+  );
+  return `${Math.min(Math.max(textWidth + 36, 116), 320)}px`;
+});
+const triggerGroups = computed<ChatInputTriggerGroup[]>(() => [
+  {
+    items: knowledgeOptions.value.map((item) => {
+      const selected = extraKnowledgeIds.value.includes(String(item.value));
+      return {
+        disabled:
+          !selected &&
+          extraKnowledgeIds.value.length >= MAX_EXTRA_KNOWLEDGE_COUNT,
+        id: item.value,
+        label: item.label,
+      };
+    }),
+    label: '知识库',
+    symbol: '@',
+  },
+]);
+const chatInputTrigger = useChatInputTrigger({
+  disabled: capabilityDisabled,
+  groups: triggerGroups,
+  inputRef: promptInputRef,
+  text: promptText,
 });
 
 function formatDate(value?: string) {
@@ -171,8 +255,42 @@ async function loadSessions() {
   }
 }
 
+async function loadKnowledges() {
+  loadingKnowledges.value = true;
+  try {
+    const res = await getPublishedKnowledges();
+    if (res.errorCode !== 0) {
+      throw new Error(res.message || '知识库加载失败');
+    }
+    const records = Array.isArray(res.data) ? res.data : [];
+    knowledgeOptions.value = records
+      .filter((item) => item?.id)
+      .map((item) => ({
+        label: item.title || item.alias || String(item.id),
+        value: String(item.id),
+      }));
+    knowledgeMap.value = new Map(
+      records
+        .filter((item) => item?.id)
+        .map((item) => [
+          String(item.id),
+          {
+            id: String(item.id),
+            title: item.title || item.alias || String(item.id),
+          },
+        ]),
+    );
+  } catch (error) {
+    ElMessage.error(error instanceof Error ? error.message : '知识库加载失败');
+  } finally {
+    loadingKnowledges.value = false;
+  }
+}
+
 function resolveSessionSortTime(session: AgentChatSessionView) {
-  const time = new Date(session.lastMessageAt || session.accessAt || '').getTime();
+  const time = new Date(
+    session.lastMessageAt || session.accessAt || '',
+  ).getTime();
   return Number.isFinite(time) ? time : Number.NEGATIVE_INFINITY;
 }
 
@@ -195,14 +313,14 @@ function upsertSessionRecord(session: AgentChatSessionView) {
   const currentIndex = next.findIndex(
     (item) => String(item.sessionId) === sessionId,
   );
-  if (currentIndex >= 0) {
+  if (currentIndex === -1) {
-    next.splice(currentIndex, 1, {
+    next.push({
-      ...next[currentIndex],
       ...session,
       sessionId,
     });
   } else {
-    next.push({
+    next.splice(currentIndex, 1, {
+      ...next[currentIndex],
       ...session,
       sessionId,
     });
@@ -318,7 +436,8 @@ async function loadConversation(sessionId: string) {
   try {
     const detailRes = await getAgentSession(sessionId);
     const res = await getAgentConversation(sessionId);
-    const latestRuntimeSnapshot = agentChatRuntimeManager.getSnapshot(sessionId);
+    const latestRuntimeSnapshot =
+      agentChatRuntimeManager.getSnapshot(sessionId);
     if (latestRuntimeSnapshot?.sending) {
       syncRuntimeSnapshot(sessionId);
       await syncSessionRoute(sessionId);
@@ -335,6 +454,24 @@ async function loadConversation(sessionId: string) {
     if (session?.assistantId) {
       selectedAgentId.value = String(session.assistantId);
     }
+    if (detailRes.errorCode === 0 && detailRes.data) {
+      extraKnowledgeIds.value = (detailRes.data.extraKnowledges || [])
+        .map((item) => String(item.id || ''))
+        .filter(Boolean);
+      for (const item of detailRes.data.extraKnowledges || []) {
+        if (!item.id) {
+          continue;
+        }
+        knowledgeMap.value.set(String(item.id), {
+          id: String(item.id),
+          title: item.title || item.alias || String(item.id),
+        });
+      }
+      if ((detailRes.data.removedExtraKnowledgeNames || []).length > 0) {
+        const removedNames = detailRes.data.removedExtraKnowledgeNames || [];
+        ElMessage.warning(`以下知识库已失效并移除：${removedNames.join('、')}`);
+      }
+    }
     currentSessionId.value = sessionId;
     sending.value = false;
     await syncSessionRoute(sessionId);
@@ -349,6 +486,7 @@ async function createNewSession() {
   currentSessionId.value = '';
   timelineItems.value = [];
   promptText.value = '';
+  extraKnowledgeIds.value = [];
   sending.value = false;
   await syncSessionRoute();
 }
@@ -362,20 +500,77 @@ async function bindCreatedSession(sessionId: string, prompt: string) {
     (session) => String(session.sessionId) === sessionId,
   );
   const nextSession = buildOptimisticSession(sessionId, prompt);
-  if (existingIndex >= 0) {
+  if (existingIndex === -1) {
-    upsertSessionRecord(nextSession);
-  } else {
     sessions.value = [nextSession, ...sessions.value];
+  } else {
+    upsertSessionRecord(nextSession);
   }
   await syncSessionRoute(sessionId);
 }
 
 function handleAgentChange() {
+  extraKnowledgeIds.value = [];
   if (timelineItems.value.length > 0 || currentSessionId.value) {
     void createNewSession();
   }
 }
 
+async function handleExtraKnowledgeIdsChange(value: string[]) {
+  const previousIds = [...extraKnowledgeIds.value];
+  const nextIds = value.map(String);
+  extraKnowledgeIds.value = nextIds;
+  if (!currentSessionId.value) {
+    return;
+  }
+  savingExtraKnowledges.value = true;
+  try {
+    const res = await saveAgentSessionExtraKnowledges(
+      currentSessionId.value,
+      nextIds,
+    );
+    if (res.errorCode !== 0 || !res.data) {
+      throw new Error(res.message || '知识库保存失败');
+    }
+    extraKnowledgeIds.value = (res.data.extraKnowledges || [])
+      .map((item) => String(item.id || ''))
+      .filter(Boolean);
+    upsertSessionRecord({
+      ...res.data,
+      sessionId: currentSessionId.value,
+    });
+  } catch (error) {
+    extraKnowledgeIds.value = previousIds;
+    ElMessage.error(error instanceof Error ? error.message : '知识库保存失败');
+  } finally {
+    savingExtraKnowledges.value = false;
+  }
+}
+
+async function handleTriggerSelect(item: ChatInputTriggerItem) {
+  if (item.disabled) {
+    return;
+  }
+  if (chatInputTrigger.activePanel.value?.symbol !== '@') {
+    await chatInputTrigger.replaceTriggerText('');
+    return;
+  }
+  const nextIds = extraKnowledgeIds.value.map(String);
+  if (!nextIds.includes(String(item.id))) {
+    nextIds.push(String(item.id));
+    await handleExtraKnowledgeIdsChange(nextIds);
+  }
+  await chatInputTrigger.replaceTriggerText('');
+}
+
+function buildCapabilities() {
+  return [
+    {
+      resourceIds: [...extraKnowledgeIds.value],
+      type: 'KNOWLEDGE' as const,
+    },
+  ];
+}
+
 async function handleSend() {
   const content = promptText.value.trim();
   if (!content || !selectedAgentId.value || sending.value) {
@@ -392,6 +587,7 @@ async function handleSend() {
       agentId: selectedAgentId.value,
       agentName: selectedAgent.value?.name,
       baseItems: timelineItems.value,
+      capabilities: buildCapabilities(),
       prompt: content,
       sessionId: currentSessionId.value,
     });
@@ -406,6 +602,55 @@ async function handleSend() {
   }
 }
 
+function handlePromptInput() {
+  chatInputTrigger.sync();
+}
+
+function handlePromptKeyup() {
+  chatInputTrigger.sync();
+}
+
+function handlePromptClick() {
+  chatInputTrigger.sync();
+}
+
+function handlePromptKeydown(event: Event | KeyboardEvent) {
+  if (!(event instanceof KeyboardEvent)) {
+    return;
+  }
+  if (chatInputTrigger.activePanel.value) {
+    if (event.key === 'ArrowDown') {
+      event.preventDefault();
+      chatInputTrigger.move(1);
+      return;
+    }
+    if (event.key === 'ArrowUp') {
+      event.preventDefault();
+      chatInputTrigger.move(-1);
+      return;
+    }
+    if (event.key === 'Escape') {
+      event.preventDefault();
+      chatInputTrigger.close();
+      return;
+    }
+    if (event.key === 'Enter' && !event.shiftKey) {
+      const item =
+        chatInputTrigger.visibleItems.value[chatInputTrigger.activeIndex.value];
+      if (item) {
+        event.preventDefault();
+        void handleTriggerSelect(item);
+        return;
+      }
+    }
+  }
+
+  if (event.key === 'Enter' && !event.shiftKey) {
+    event.preventDefault();
+    void handleSend();
+  }
+}
+
 function handleStop() {
   if (!canStopRuntime.value) {
     return;
@@ -539,7 +784,7 @@ async function handleReject(payload: ChatTimelineToolApprovalPayload) {
 }
 
 async function bootstrap() {
-  await Promise.all([loadAgents(), loadSessions()]);
+  await Promise.all([loadAgents(), loadSessions(), loadKnowledges()]);
   const routeSessionId = String(route.query.sessionId || '');
   if (routeSessionId) {
     await loadConversation(routeSessionId);
@@ -645,10 +890,17 @@ onBeforeUnmount(() => {
         </div>
       </header>
 
-      <div class="agent-chat__timeline-wrap">
+      <div
+        class="agent-chat__timeline-wrap"
+        :class="{ 'is-welcome': isWelcomeState }"
+      >
         <div v-if="loadingConversation" class="agent-chat__state is-center">
           加载中
         </div>
+        <AgentChatWelcomeState
+          v-else-if="isWelcomeState"
+          :title="welcomeTitle"
+        />
         <ChatTimeline
           v-else
           :items="timelineItems"
@@ -663,8 +915,31 @@ onBeforeUnmount(() => {
         />
       </div>
 
-      <div class="agent-chat__composer">
+      <div
+        class="agent-chat__composer"
+        :class="{ 'is-welcome': isWelcomeState }"
+      >
+        <ChatCapabilityMenu
+          :disabled="capabilityDisabled"
+          :extra-knowledge-ids="extraKnowledgeIds"
+          :knowledge-options="knowledgeOptions"
+          :loading="loadingKnowledges"
+          :selected-knowledges="selectedExtraKnowledges"
+          :show-trigger="false"
+          @update:extra-knowledge-ids="handleExtraKnowledgeIdsChange"
+        />
+        <ChatInputTriggerPanel
+          v-if="chatInputTrigger.activePanel.value"
+          class="agent-chat__trigger-panel"
+          :active-index="chatInputTrigger.activeIndex.value"
+          :group-label="chatInputTrigger.activePanel.value.groupLabel"
+          :items="chatInputTrigger.visibleItems.value"
+          :keyword="chatInputTrigger.activePanel.value.keyword"
+          @select="handleTriggerSelect"
+          @set-active="chatInputTrigger.setActiveIndex"
+        />
         <ElInput
+          ref="promptInputRef"
           v-model="promptText"
           class="agent-chat__composer-input"
           type="textarea"
@@ -672,9 +947,22 @@ onBeforeUnmount(() => {
           resize="none"
           :placeholder="composerPlaceholder"
           :disabled="sending || runtimeRunning || !selectedAgentId"
-          @keydown.enter.exact.prevent="handleSend"
+          @click="handlePromptClick"
+          @input="handlePromptInput"
+          @keydown="handlePromptKeydown"
+          @keyup="handlePromptKeyup"
         />
         <div class="agent-chat__composer-footer">
+          <div class="agent-chat__composer-tools">
+            <ChatCapabilityMenu
+              class="agent-chat__capability-entry"
+              :disabled="capabilityDisabled"
+              :extra-knowledge-ids="extraKnowledgeIds"
+              :knowledge-options="knowledgeOptions"
+              :loading="loadingKnowledges"
+              :selected-knowledges="[]"
+              @update:extra-knowledge-ids="handleExtraKnowledgeIdsChange"
+            />
             <ElSelect
               v-model="selectedAgentId"
               :loading="loadingAgents"
@@ -690,6 +978,7 @@ onBeforeUnmount(() => {
                 :value="String(agent.id)"
               />
             </ElSelect>
+          </div>
           <div class="agent-chat__composer-actions">
             <ElButton
               v-if="canStopRuntime"
@@ -700,7 +989,7 @@ onBeforeUnmount(() => {
               class="agent-chat__send-button is-stop"
               @click="handleStop"
             >
-              <span class="agent-chat__stop-glyph" />
+              <span class="agent-chat__stop-glyph"></span>
             </ElButton>
             <ElButton
               v-else
@@ -863,6 +1152,11 @@ onBeforeUnmount(() => {
   box-sizing: border-box;
 }
 
+.agent-chat__timeline-wrap.is-welcome {
+  justify-content: center;
+  padding: 0 min(8vw, 96px) 252px;
+}
+
 .agent-chat__timeline-wrap :deep(.chat-timeline) {
   height: 100%;
   min-height: 0;
@@ -886,6 +1180,20 @@ onBeforeUnmount(() => {
   box-shadow: var(--el-box-shadow-light);
 }
 
+.agent-chat__composer.is-welcome {
+  top: calc(50% + 40px);
+  bottom: auto;
+  transform: translateY(-50%);
+}
+
+.agent-chat__trigger-panel {
+  position: absolute;
+  bottom: calc(100% + 10px);
+  left: 0;
+  z-index: 5;
+  width: 100%;
+}
+
 .agent-chat__composer-input :deep(.el-textarea__inner) {
   min-height: 48px !important;
   padding: 0;
@@ -902,13 +1210,25 @@ onBeforeUnmount(() => {
   justify-content: space-between;
 }
 
+.agent-chat__composer-tools {
+  display: inline-flex;
+  align-items: center;
+  min-width: 0;
+  gap: 4px;
+  max-width: calc(100% - 64px);
+}
+
+.agent-chat__capability-entry {
+  flex: none;
+}
+
 .agent-chat__agent-select {
-  max-width: min(240px, 58%);
+  max-width: min(320px, calc(100vw - 240px));
 }
 
 .agent-chat__agent-select :deep(.el-select__wrapper) {
   min-height: 36px;
-  padding: 0;
+  padding: 0 4px 0 0;
   background: transparent;
   border: 0;
   box-shadow: none;
@@ -921,7 +1241,7 @@ onBeforeUnmount(() => {
 .agent-chat__agent-select :deep(.el-select__placeholder),
 .agent-chat__agent-select :deep(.el-select__selected-item) {
   min-width: 0;
-  max-width: 184px;
+  max-width: none;
   overflow: hidden;
   font-size: 14px;
   font-weight: 400;
@@ -932,6 +1252,7 @@ onBeforeUnmount(() => {
 
 .agent-chat__agent-select :deep(.el-select__caret) {
   color: var(--el-color-primary);
+  margin-left: 6px;
 }
 
 .agent-chat__composer-actions {
@@ -1002,6 +1323,10 @@ onBeforeUnmount(() => {
     padding-bottom: 184px;
   }
 
+  .agent-chat__timeline-wrap.is-welcome {
+    padding: 0 16px 244px;
+  }
+
   .agent-chat__timeline-wrap :deep(.chat-timeline) {
     padding: 16px;
   }
@@ -1012,12 +1337,18 @@ onBeforeUnmount(() => {
     left: 16px;
   }
 
+  .agent-chat__composer.is-welcome {
+    top: calc(50% + 52px);
+    bottom: auto;
+  }
+
   .agent-chat__composer-footer {
     align-items: flex-end;
   }
 
   .agent-chat__agent-select {
-    width: min(220px, calc(100% - 58px));
+    width: min(280px, calc(100% - 58px));
+    max-width: calc(100vw - 128px);
   }
 
   .agent-chat__composer-actions {

easyflow-ui-admin/app/src/views/ai/agents/AgentDesigner.vue

@@ -34,6 +34,8 @@ import {useAgentDesignerState} from './composables/useAgentDesignerState';
 
 const route = useRoute();
 const router = useRouter();
+const AGENT_TAB_PAGE_KEY = '/ai/agents';
+const DEFAULT_AGENT_TITLE = '未命名智能体';
 const {
   state,
   addKnowledgeNode,
@@ -52,6 +54,7 @@ const {
 
 const pageLoading = ref(false);
 const saveLoading = ref(false);
+const offlineLoading = ref(false);
 const publishLoading = ref(false);
 const issues = ref<AgentValidationIssue[]>([]);
 const categories = ref<AgentOption[]>([]);
@@ -62,14 +65,6 @@ const pluginTools = ref<AgentOption[]>([]);
 
 const isNew = computed(() => String(route.params.id || '') === 'new');
 const publishText = computed(() => {
-  if (
-    canAiResourceOffline(
-      state.agent.displayPublishStatus,
-      state.agent.publishStatus,
-    )
-  ) {
-    return '下线';
-  }
   if (
     canAiResourceRepublish(
       state.agent.displayPublishStatus,
@@ -81,6 +76,13 @@ const publishText = computed(() => {
   return '发布';
 });
 
+const offlineVisible = computed(() =>
+  canAiResourceOffline(
+    state.agent.displayPublishStatus,
+    state.agent.publishStatus,
+  ),
+);
+
 const publishDisabled = computed(() => {
   if (!state.agent.id) return true;
   if (
@@ -99,14 +101,15 @@ const publishDisabled = computed(() => {
     canAiResourceRepublish(
       state.agent.displayPublishStatus,
       state.agent.publishStatus,
-    ) ||
-    canAiResourceOffline(
-      state.agent.displayPublishStatus,
-      state.agent.publishStatus,
     )
   );
 });
 
+const offlineDisabled = computed(() => {
+  if (!state.agent.id) return true;
+  return !offlineVisible.value;
+});
+
 onMounted(async () => {
   pageLoading.value = true;
   try {
@@ -119,14 +122,55 @@ onMounted(async () => {
 async function loadAgent() {
   if (isNew.value) {
     reset();
+    syncNavTitle(DEFAULT_AGENT_TITLE, { force: true });
     return;
   }
   const [, res] = await tryit(getAgentDetail)(String(route.params.id));
   if (res?.errorCode === 0) {
     reset(res.data);
+    syncNavTitle(resolveAgentTitle(res.data), { force: !hasNavTitle() });
   }
 }
 
+function hasNavTitle() {
+  const navTitle = Array.isArray(route.query.navTitle)
+    ? route.query.navTitle[0]
+    : route.query.navTitle;
+  return typeof navTitle === 'string' && navTitle.trim();
+}
+
+function resolveAgentTitle(agent = state.agent) {
+  return String(agent.name || '').trim() || DEFAULT_AGENT_TITLE;
+}
+
+function syncNavTitle(title: string, options: { force?: boolean } = {}) {
+  const normalizedTitle = String(title || '').trim() || DEFAULT_AGENT_TITLE;
+  const query = route.query as Record<string, any>;
+  const currentNavTitle = Array.isArray(query.navTitle)
+    ? query.navTitle[0]
+    : query.navTitle;
+  const currentPageKey = Array.isArray(query.pageKey)
+    ? query.pageKey[0]
+    : query.pageKey;
+
+  if (
+    !options.force &&
+    currentNavTitle === normalizedTitle &&
+    currentPageKey === AGENT_TAB_PAGE_KEY
+  ) {
+    return;
+  }
+
+  router.replace({
+    path: route.path,
+    query: {
+      ...query,
+      pageKey: AGENT_TAB_PAGE_KEY,
+      navTitle: normalizedTitle,
+    },
+  });
+}
+
 async function loadOptions() {
   const [categoryRes, modelRes, knowledgeRes, workflowRes, pluginRes] =
     await Promise.all([
@@ -245,8 +289,18 @@ async function handleSave(showMessage = true) {
       id,
     };
     state.dirty = false;
+    const title = resolveAgentTitle();
     if (isNew.value) {
-      await router.replace(`/ai/agents/designer/${id}`);
+      await router.replace({
+        path: `/ai/agents/designer/${id}`,
+        query: {
+          ...route.query,
+          pageKey: AGENT_TAB_PAGE_KEY,
+          navTitle: title,
+        },
+      });
+    } else {
+      syncNavTitle(title, { force: true });
     }
     if (showMessage) {
       ElMessage.success('已保存');
@@ -262,29 +316,19 @@ async function handlePublish() {
   const saved = await handleSave(false);
   if (!saved) return;
 
-  const offline = canAiResourceOffline(
-    state.agent.displayPublishStatus,
-    state.agent.publishStatus,
-  );
   try {
-    await ElMessageBox.confirm(
+    await ElMessageBox.confirm('确认提交发布审批？', '提示', {
-      offline ? '确认提交下线审批？' : '确认提交发布审批？',
-      '提示',
-      {
       confirmButtonText: '确认',
       cancelButtonText: '取消',
-        type: offline ? 'warning' : 'info',
+      type: 'info',
-      },
+    });
-    );
   } catch {
     return;
   }
 
   publishLoading.value = true;
   try {
-    const res = offline
+    const res = await submitAgentPublishApproval(String(state.agent.id));
-      ? await submitAgentOfflineApproval(String(state.agent.id))
-      : await submitAgentPublishApproval(String(state.agent.id));
     if (res.errorCode === 0) {
       ElMessage.success(res.message || '已提交');
       await loadAgent();
@@ -294,6 +338,33 @@ async function handlePublish() {
   }
 }
 
+async function handleOffline() {
+  if (!state.agent.id) return;
+  const saved = await handleSave(false);
+  if (!saved) return;
+
+  try {
+    await ElMessageBox.confirm('确认提交下线审批？', '提示', {
+      confirmButtonText: '确认',
+      cancelButtonText: '取消',
+      type: 'warning',
+    });
+  } catch {
+    return;
+  }
+
+  offlineLoading.value = true;
+  try {
+    const res = await submitAgentOfflineApproval(String(state.agent.id));
+    if (res.errorCode === 0) {
+      ElMessage.success(res.message || '已提交');
+      await loadAgent();
+    }
+  } finally {
+    offlineLoading.value = false;
+  }
+}
+
 function handleTryout() {
   if (!runValidation()) return;
   openTryout();
@@ -330,8 +401,12 @@ function handleCloseTryout() {
       :publish-loading="publishLoading"
       :publish-disabled="publishDisabled"
       :publish-text="publishText"
+      :offline-disabled="offlineDisabled"
+      :offline-loading="offlineLoading"
+      :offline-visible="offlineVisible"
       @add="handleAdd"
       @save="handleSave()"
+      @offline="handleOffline"
       @publish="handlePublish"
       @tryout="handleTryout"
     />

easyflow-ui-admin/app/src/views/ai/agents/AgentList.vue

@@ -36,6 +36,8 @@ import {
 const router = useRouter();
 const pageDataRef = ref();
 const sideList = ref<any[]>([]);
+const AGENT_TAB_PAGE_KEY = '/ai/agents';
+const DEFAULT_AGENT_TITLE = '未命名智能体';
 
 const headerButtons = [
   {
@@ -53,7 +55,13 @@ const primaryAction: CardPrimaryAction = {
   text: '编排',
   permission: '/api/v1/agent/update',
   onClick(row: AgentInfo) {
-    router.push(`/ai/agents/designer/${row.id}`);
+    router.push({
+      path: `/ai/agents/designer/${row.id}`,
+      query: {
+        pageKey: AGENT_TAB_PAGE_KEY,
+        navTitle: resolveNavTitle(row),
+      },
+    });
   },
 };
 
@@ -106,10 +114,20 @@ function handleSearch(keyword: string) {
 
 function handleButtonClick(payload: any) {
   if (payload?.key === 'create' || payload?.data?.action === 'create') {
-    router.push('/ai/agents/designer/new');
+    router.push({
+      path: '/ai/agents/designer/new',
+      query: {
+        pageKey: AGENT_TAB_PAGE_KEY,
+        navTitle: DEFAULT_AGENT_TITLE,
+      },
+    });
   }
 }
 
+function resolveNavTitle(row: AgentInfo) {
+  return String(row.name || '').trim() || DEFAULT_AGENT_TITLE;
+}
+
 function changeCategory(category: any) {
   pageDataRef.value?.setQuery({ categoryId: category.id });
 }

easyflow-ui-admin/app/src/views/ai/agents/components/AgentCommandBar.vue

@@ -1,19 +1,14 @@
 <script setup lang="ts">
 import type {AgentCapabilityKind} from '../types';
 
-import {onBeforeUnmount, onMounted, ref} from 'vue';
+import {computed, onBeforeUnmount, onMounted, ref} from 'vue';
 
-import {
+import {Connection, Files, Loading, Plus, Share, VideoPlay,} from '@element-plus/icons-vue';
-  Connection,
-  Files,
-  Loading,
-  Plus,
-  Promotion,
-  Share,
-  VideoPlay,
-} from '@element-plus/icons-vue';
 
-defineProps<{
+const props = defineProps<{
+  offlineDisabled?: boolean;
+  offlineLoading?: boolean;
+  offlineVisible?: boolean;
   publishDisabled?: boolean;
   publishLoading?: boolean;
   publishText: string;
@@ -21,8 +16,11 @@ defineProps<{
   tryoutDisabled?: boolean;
 }>();
 
+const isRepublish = computed(() => props.publishText === '重新发布');
+
 const emit = defineEmits<{
   add: [kind: AgentCapabilityKind];
+  offline: [];
   publish: [];
   save: [];
   tryout: [];
@@ -120,13 +118,23 @@ onBeforeUnmount(() => {
       </button>
       <div class="agent-command-bar__divider"></div>
       <button
+        v-if="offlineVisible"
         class="agent-command-bar__button agent-command-bar__button--ghost"
         type="button"
+        :disabled="offlineDisabled || offlineLoading || publishLoading"
+        @click="emit('offline')"
+      >
+        <Loading v-if="offlineLoading" class="is-loading" />
+        <span>下线</span>
+      </button>
+      <button
+        class="agent-command-bar__button agent-command-bar__button--ghost"
+        :class="{ 'agent-command-bar__button--republish': isRepublish }"
+        type="button"
         :disabled="publishDisabled || publishLoading"
         @click="emit('publish')"
       >
         <Loading v-if="publishLoading" class="is-loading" />
-        <Promotion v-else />
         <span>{{ publishText }}</span>
       </button>
     </div>
@@ -280,11 +288,21 @@ onBeforeUnmount(() => {
   color: var(--el-text-color-secondary);
 }
 
+.agent-command-bar__button--republish {
+  color: var(--el-color-warning);
+  background: var(--el-color-warning-light-9);
+}
+
 .agent-command-bar__button:hover:not(:disabled) {
   color: var(--el-text-color-primary);
   background: var(--el-fill-color-light);
 }
 
+.agent-command-bar__button--republish:hover:not(:disabled) {
+  color: var(--el-color-warning);
+  background: var(--el-color-warning-light-8);
+}
+
 .agent-command-bar__button--primary:hover:not(:disabled) {
   color: var(--el-color-primary);
   background: var(--el-color-primary-light-8);

easyflow-ui-admin/app/src/views/ai/agents/composables/useAgentTryoutRawRounds.test.ts

@@ -98,6 +98,37 @@ describe('useAgentTryoutRawRounds', () => {
     ]);
   });
 
+  it('AgentScope context_reload 工具事件不进入页面时间线', () => {
+    const store = useAgentTryoutRawRounds({
+      mode: 'draft',
+      sessionId: 'session-raw-context-reload',
+    });
+    const roundId = store.createRound('展开第一层');
+
+    store.recordEvent(roundId, {
+      domain: 'TOOL',
+      payload: {
+        input: { working_context_offload_uuid: 'context-id' },
+        toolCallId: 'context-reload-1',
+        toolName: 'context_reload',
+      },
+      type: 'TOOL_CALL',
+    });
+    store.recordEvent(roundId, {
+      domain: 'TOOL',
+      payload: {
+        output: 'context',
+        toolCallId: 'context-reload-1',
+        toolName: 'context_reload',
+      },
+      type: 'TOOL_RESULT',
+    });
+
+    expect(store.buildTimelineItems().map((item) => item.type)).toEqual([
+      'message',
+    ]);
+  });
+
   it('刷新后能从 raw rounds 恢复 timeline', () => {
     const first = useAgentTryoutRawRounds({
       mode: 'draft',

easyflow-ui-admin/app/src/views/ai/agents/composables/useAgentTryoutRawRounds.ts

@@ -75,7 +75,11 @@ function normalizeToolName(value: unknown) {
 
 function isHiddenToolName(value: unknown) {
   const normalizedName = normalizeToolName(value);
-  return normalizedName === 'retrieve_knowledge' || normalizedName === '__fragment__';
+  return (
+    normalizedName === 'retrieve_knowledge' ||
+    normalizedName === 'context_reload' ||
+    normalizedName === '__fragment__'
+  );
 }
 
 function clone<T>(value: T): T {

easyflow-ui-admin/app/src/views/ai/workflow/WorkflowDesign.vue

@@ -1,30 +1,19 @@
 <script setup lang="ts">
-import { computed, onMounted, onUnmounted, ref } from 'vue';
+import {computed, onMounted, onUnmounted, ref} from 'vue';
-import { useRoute } from 'vue-router';
+import {useRoute} from 'vue-router';
 
-import { usePreferences } from '@easyflow/preferences';
+import {usePreferences} from '@easyflow/preferences';
-import { getOptions, sortNodes } from '@easyflow/utils';
+import {getOptions, sortNodes} from '@easyflow/utils';
-import { Tinyflow } from '@tinyflow-ai/vue';
+import {Tinyflow} from '@tinyflow-ai/vue';
 
-import {
+import {ArrowLeft, CircleCheck, Close, Promotion,} from '@element-plus/icons-vue';
-  ArrowLeft,
+import {ElButton, ElDrawer, ElMessage, ElMessageBox, ElSkeleton,} from 'element-plus';
-  CircleCheck,
-  Close,
-  Promotion,
-} from '@element-plus/icons-vue';
-import {
-  ElButton,
-  ElDrawer,
-  ElMessage,
-  ElMessageBox,
-  ElSkeleton,
-} from 'element-plus';
 
-import { api } from '#/api/request';
+import {api} from '#/api/request';
 import CommonSelectDataModal from '#/components/commonSelectModal/CommonSelectDataModal.vue';
-import { $t } from '#/locales';
+import {$t} from '#/locales';
-import { router } from '#/router';
+import {router} from '#/router';
-import { getIconByValue } from '#/views/ai/model/modelUtils/defaultIcon';
+import {getIconByValue} from '#/views/ai/model/modelUtils/defaultIcon';
 import {
   canAiResourceRepublish,
   isAiResourceApprovalPending,
@@ -35,7 +24,7 @@ import SingleRun from '#/views/ai/workflow/components/SingleRun.vue';
 import WorkflowForm from '#/views/ai/workflow/components/WorkflowForm.vue';
 import WorkflowSteps from '#/views/ai/workflow/components/WorkflowSteps.vue';
 
-import { getCustomNode } from './customNode/index';
+import {getCustomNode} from './customNode/index';
 import nodeNames from './customNode/nodeNames';
 import {
   createInitialWorkflowData,
@@ -368,15 +357,17 @@ async function handleSave(showMsg: boolean = false): Promise<boolean> {
     saveLoading.value = false;
   }
 }
-async function getWorkflowInfo(workflowId: any) {
+async function getWorkflowInfo(workflowId: any, syncFlowData: boolean = true) {
   return api.get(`/api/v1/workflow/detail?id=${workflowId}`).then((res) => {
     workflowInfo.value = res.data;
+    if (syncFlowData) {
       const parsedContent = workflowInfo.value.content
         ? JSON.parse(workflowInfo.value.content)
         : {};
       tinyFlowData.value = isWorkflowDataEmpty(parsedContent)
         ? createInitialWorkflowData()
         : normalizeWorkflowStartNodes(parsedContent);
+    }
     syncNavTitle(workflowInfo.value?.title || '');
   });
 }
@@ -561,7 +552,7 @@ async function handlePublishAction() {
     });
     if (res.errorCode === 0) {
       ElMessage.success(res.message || $t('message.saveOkMessage'));
-      await getWorkflowInfo(workflowId.value);
+      await getWorkflowInfo(workflowId.value, false);
     }
   } finally {
     publishLoading.value = false;

easyflow-ui-admin/packages/@core/base/icons/src/lucide.ts

@@ -23,6 +23,7 @@ export {
   Copy,
   CornerDownLeft,
   Ellipsis,
+  EllipsisVertical,
   Expand,
   ExternalLink,
   Eye,

easyflow-ui-admin/packages/@core/ui-kit/shadcn-ui/src/components/dropdown-menu/dropdown-menu.vue

@@ -1,8 +1,9 @@
 <script lang="ts" setup>
-import type {
+import type {DropdownMenuProps, EasyFlowDropdownMenuItem as IDropdownMenuItem,} from './interface';
-  DropdownMenuProps,
+
-  EasyFlowDropdownMenuItem as IDropdownMenuItem,
+import {computed, ref} from 'vue';
-} from './interface';
+
+import {Search} from '@easyflow-core/icons';
 
 import {
   DropdownMenu,
@@ -11,12 +12,29 @@ import {
   DropdownMenuItem,
   DropdownMenuSeparator,
   DropdownMenuTrigger,
+  Input,
 } from '../../ui';
 
 interface Props extends DropdownMenuProps {}
 
 defineOptions({ name: 'DropdownMenu' });
-const props = withDefaults(defineProps<Props>(), {});
+const props = withDefaults(defineProps<Props>(), {
+  align: 'start',
+  searchEmptyText: '无匹配标签',
+  searchPlaceholder: '搜索标签',
+});
+
+const searchKeyword = ref('');
+
+const filteredMenus = computed(() => {
+  const keyword = searchKeyword.value.trim().toLocaleLowerCase();
+  if (!props.searchable || !keyword) {
+    return props.menus;
+  }
+  return props.menus.filter((menu) =>
+    menu.label.toLocaleLowerCase().includes(keyword),
+  );
+});
 
 function handleItemClick(menu: IDropdownMenuItem) {
   if (menu.disabled) {
@@ -27,22 +45,50 @@ function handleItemClick(menu: IDropdownMenuItem) {
 </script>
 <template>
   <DropdownMenu>
-    <DropdownMenuTrigger class="flex h-full items-center gap-1">
+    <DropdownMenuTrigger
+      :aria-label="triggerLabel"
+      class="flex h-full items-center gap-1"
+    >
       <slot></slot>
     </DropdownMenuTrigger>
-    <DropdownMenuContent align="start">
+    <DropdownMenuContent :align="align" :class="contentClass">
+      <div v-if="searchable" class="sticky top-0 z-10 bg-popover p-1">
+        <div class="relative">
+          <Search
+            class="pointer-events-none absolute left-2.5 top-1/2 size-3.5 -translate-y-1/2 text-[hsl(var(--text-muted))]"
+          />
+          <Input
+            v-model="searchKeyword"
+            :placeholder="searchPlaceholder"
+            class="h-8 rounded-md border-[hsl(var(--line-subtle))] bg-[hsl(var(--surface-subtle))] py-1 pl-8 pr-2 text-xs"
+            @keydown.stop
+          />
+        </div>
+      </div>
       <DropdownMenuGroup>
-        <template v-for="menu in menus" :key="menu.value">
+        <template v-for="menu in filteredMenus" :key="menu.value">
           <DropdownMenuItem
             :disabled="menu.disabled"
+            :class="{
+              'bg-[hsl(var(--nav-item-active))] text-[hsl(var(--nav-item-active-foreground))] font-medium':
+                menu.active,
+            }"
             class="data-[state=checked]:bg-accent data-[state=checked]:text-accent-foreground text-foreground/80 mb-1 cursor-pointer"
             @click="handleItemClick(menu)"
           >
             <component :is="menu.icon" v-if="menu.icon" class="mr-2 size-4" />
+            <span class="min-w-0 flex-1 truncate">
               {{ menu.label }}
+            </span>
           </DropdownMenuItem>
           <DropdownMenuSeparator v-if="menu.separator" class="bg-border" />
         </template>
+        <div
+          v-if="filteredMenus.length === 0"
+          class="px-3 py-5 text-center text-xs text-[hsl(var(--text-muted))]"
+        >
+          {{ searchEmptyText }}
+        </div>
       </DropdownMenuGroup>
     </DropdownMenuContent>
   </DropdownMenu>

easyflow-ui-admin/packages/@core/ui-kit/shadcn-ui/src/components/dropdown-menu/interface.ts

@@ -1,6 +1,10 @@
-import type { Component } from 'vue';
+import type {Component} from 'vue';
 
 interface EasyFlowDropdownMenuItem {
+  /**
+   * @zh_CN 是否为当前选中项
+   */
+  active?: boolean;
   disabled?: boolean;
   /**
    * @zh_CN 点击事件处理
@@ -26,7 +30,31 @@ interface EasyFlowDropdownMenuItem {
 }
 
 interface DropdownMenuProps {
+  /**
+   * @zh_CN 菜单对齐方向
+   */
+  align?: 'center' | 'end' | 'start';
+  /**
+   * @zh_CN 菜单浮层样式
+   */
+  contentClass?: any;
   menus: EasyFlowDropdownMenuItem[];
+  /**
+   * @zh_CN 搜索无结果文案
+   */
+  searchEmptyText?: string;
+  /**
+   * @zh_CN 搜索占位文案
+   */
+  searchPlaceholder?: string;
+  /**
+   * @zh_CN 是否显示菜单搜索框
+   */
+  searchable?: boolean;
+  /**
+   * @zh_CN 触发按钮的无障碍标签
+   */
+  triggerLabel?: string;
 }
 
 export type { DropdownMenuProps, EasyFlowDropdownMenuItem };

easyflow-ui-admin/packages/@core/ui-kit/tabs-ui/src/components/widgets/tool-more.vue

@@ -1,18 +1,27 @@
 <script lang="ts" setup>
-import type { DropdownMenuProps } from '@easyflow-core/shadcn-ui';
+import type {DropdownMenuProps} from '@easyflow-core/shadcn-ui';
+import {EasyFlowDropdownMenu} from '@easyflow-core/shadcn-ui';
 
-import { ChevronDown } from '@easyflow-core/icons';
+import {EllipsisVertical} from '@easyflow-core/icons';
-import { EasyFlowDropdownMenu } from '@easyflow-core/shadcn-ui';
 
 defineProps<DropdownMenuProps>();
 </script>
 
 <template>
-  <EasyFlowDropdownMenu :menus="menus" :modal="false">
+  <EasyFlowDropdownMenu
-    <div
+    :menus="menus"
-      class="flex-center hover:text-foreground mr-1 h-8 w-8 cursor-pointer rounded-2xl border border-transparent bg-[hsl(var(--glass-tint))/0.52] text-[hsl(var(--nav-item-muted-foreground))] shadow-[0_10px_24px_-24px_hsl(var(--foreground)/0.3)] backdrop-blur-xl transition-[background-color,color,transform] hover:-translate-y-0.5 hover:bg-[hsl(var(--surface-contrast-soft))/0.92]"
+    align="end"
+    content-class="max-h-[min(70vh,420px)] min-w-56 overflow-y-auto"
+    :modal="false"
+    search-empty-text="无匹配标签"
+    search-placeholder="搜索标签"
+    searchable
+    trigger-label="查看标签页"
   >
-      <ChevronDown class="size-4" />
+    <div
+      class="flex-center hover:text-foreground mr-1 h-8 w-8 cursor-pointer rounded-2xl border border-transparent bg-[hsl(var(--glass-tint))/0.52] text-[hsl(var(--nav-item-muted-foreground))] shadow-[0_10px_24px_-24px_hsl(var(--foreground)/0.3)] backdrop-blur-xl transition-[background-color,color,transform] hover:-translate-y-0.5 hover:bg-[hsl(var(--surface-contrast-soft))/0.92] focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-primary/35"
+    >
+      <EllipsisVertical class="size-4" />
     </div>
   </EasyFlowDropdownMenu>
 </template>

easyflow-ui-admin/packages/effects/common-ui/package.json

@@ -36,6 +36,7 @@
     "@vueuse/core": "catalog:",
     "@vueuse/integrations": "catalog:",
     "json-bigint": "catalog:",
+    "mermaid": "^11.15.0",
     "qrcode": "catalog:",
     "tippy.js": "catalog:",
     "vue": "catalog:",

easyflow-ui-admin/packages/effects/common-ui/src/components/chat-markdown/ChatTimeMarkdown.vue

@@ -24,6 +24,11 @@ const incremarkOptions = {
   htmlTree: false,
   math: true,
 };
+const codeBlockConfigs = {
+  mermaid: {
+    takeOver: true,
+  },
+};
 const previousContent = ref('');
 
 watch(
@@ -33,7 +38,9 @@ watch(
     if (import.meta.env.DEV && streaming) {
       const startsWithPrevious = content.startsWith(previous);
       console.debug('[ChatTimeMarkdown] streaming update', {
-        deltaLength: startsWithPrevious ? content.length - previous.length : null,
+        deltaLength: startsWithPrevious
+          ? content.length - previous.length
+          : null,
         length: content.length,
         previousLength: previous.length,
         preview: content.slice(-160).replaceAll('\n', '\\n'),
@@ -50,6 +57,7 @@ watch(
   <div class="chat-time-markdown">
     <ThemeProvider :theme="isDark ? 'dark' : 'default'">
       <IncremarkContent
+        :code-block-configs="codeBlockConfigs"
         :content="markdownContent"
         :incremark-options="incremarkOptions"
         :is-finished="isFinished"
@@ -290,6 +298,7 @@ watch(
 }
 
 .chat-time-markdown :deep(.incremark-code) {
+  position: relative;
   max-width: 100%;
   margin: 1em 0;
   overflow: hidden;
@@ -300,10 +309,52 @@ watch(
 }
 
 .chat-time-markdown :deep(.incremark-code .code-header) {
-  padding: 8px 12px;
+  position: absolute;
+  top: 5px;
+  right: 5px;
+  z-index: 1;
+  min-height: 0;
+  padding: 0;
+  background: transparent;
+  border: 0;
+}
+
+.chat-time-markdown :deep(.incremark-code .code-header .language) {
+  display: none;
+}
+
+.chat-time-markdown :deep(.incremark-code .code-btn) {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  width: 18px;
+  height: 18px;
   color: hsl(var(--text-muted));
-  background: hsl(var(--surface-subtle) / 0.72);
+  background: hsl(var(--surface-subtle) / 0.68);
-  border-bottom: 1px solid hsl(var(--divider-faint) / 0.72);
+  border: 0;
+  border-radius: 4px;
+  opacity: 0.64;
+  transition:
+    background-color 0.16s ease,
+    color 0.16s ease,
+    opacity 0.16s ease;
+}
+
+.chat-time-markdown :deep(.incremark-code .code-btn:hover:not(:disabled)) {
+  color: hsl(var(--text-strong));
+  background: hsl(var(--surface-hover, var(--surface-subtle)) / 0.82);
+  opacity: 1;
+}
+
+.chat-time-markdown :deep(.incremark-code .code-btn svg),
+.chat-time-markdown :deep(.incremark-mermaid .code-btn svg) {
+  width: 14px;
+  height: 14px;
+}
+
+.chat-time-markdown :deep(.incremark-code .code-btn:focus-visible) {
+  outline: 2px solid hsl(var(--primary) / 0.42);
+  outline-offset: 2px;
 }
 
 .chat-time-markdown :deep(.incremark-code .code-content) {
@@ -317,6 +368,10 @@ watch(
   border-radius: 0;
 }
 
+.chat-time-markdown :deep(.incremark-code .code-content pre) {
+  padding-right: 36px;
+}
+
 .chat-time-markdown :deep(.shiki),
 .chat-time-markdown :deep(.shiki code) {
   background: transparent !important;
@@ -342,13 +397,121 @@ watch(
   font-size: 1em;
 }
 
-.chat-time-markdown :deep(.mermaid),
+.chat-time-markdown :deep(svg.mermaid),
-.chat-time-markdown :deep([class*='mermaid']) {
+.chat-time-markdown
+  :deep(
+    .mermaid:not(
+      .incremark-mermaid,
+      .mermaid-header,
+      .mermaid-actions,
+      .mermaid-content,
+      .mermaid-loading,
+      .mermaid-source-code,
+      .mermaid-svg
+    )
+  ) {
   max-width: 100%;
   margin: 1em 0;
   overflow: auto;
 }
 
+.chat-time-markdown :deep(.incremark-mermaid) {
+  position: relative;
+  max-width: 100%;
+  margin: 1em 0;
+  overflow: hidden;
+  color: hsl(var(--text-strong));
+  background: hsl(var(--surface-subtle));
+  border: 1px solid hsl(var(--divider-faint) / 0.82);
+  border-radius: 12px;
+}
+
+.chat-time-markdown :deep(.mermaid-header) {
+  position: absolute;
+  top: 5px;
+  right: 5px;
+  z-index: 1;
+  min-height: 0;
+  padding: 0;
+  background: transparent;
+  border: 0;
+}
+
+.chat-time-markdown :deep(.mermaid-header .language) {
+  display: none;
+}
+
+.chat-time-markdown :deep(.mermaid-actions) {
+  gap: 2px;
+  padding: 1px;
+  background: hsl(var(--surface-subtle) / 0.68);
+  border: 0;
+  border-radius: 5px;
+  opacity: 0.68;
+  transition:
+    background-color 0.16s ease,
+    opacity 0.16s ease;
+}
+
+.chat-time-markdown :deep(.mermaid-actions:hover) {
+  background: hsl(var(--surface-hover, var(--surface-subtle)) / 0.82);
+  opacity: 1;
+}
+
+.chat-time-markdown :deep(.incremark-mermaid .code-btn) {
+  width: 18px;
+  height: 18px;
+  color: hsl(var(--text-muted));
+  border-radius: 4px;
+  transition:
+    background-color 0.16s ease,
+    color 0.16s ease,
+    opacity 0.16s ease;
+}
+
+.chat-time-markdown :deep(.incremark-mermaid .code-btn:hover:not(:disabled)) {
+  color: hsl(var(--text-strong));
+  background: hsl(var(--surface-hover, var(--surface-subtle)) / 0.86);
+}
+
+.chat-time-markdown :deep(.incremark-mermaid .code-btn:focus-visible) {
+  outline: 2px solid hsl(var(--primary) / 0.42);
+  outline-offset: 2px;
+}
+
+.chat-time-markdown :deep(.mermaid-content) {
+  min-height: 96px;
+  margin: 0;
+  padding: 0 16px 16px;
+  overflow: auto;
+}
+
+.chat-time-markdown :deep(.mermaid-loading) {
+  color: hsl(var(--text-muted));
+}
+
+.chat-time-markdown :deep(.mermaid-source-code) {
+  margin: 0;
+  padding: 0 52px 0 0;
+  overflow: auto;
+  color: hsl(var(--text-strong));
+  background: transparent;
+  border: 0;
+  border-radius: 0;
+}
+
+.chat-time-markdown :deep(.mermaid-svg) {
+  display: flex;
+  justify-content: center;
+  min-width: 0;
+  overflow: auto;
+}
+
+.chat-time-markdown :deep(.mermaid-svg svg) {
+  max-width: 100%;
+  height: auto;
+}
+
 .chat-time-markdown :deep(svg) {
   max-width: 100%;
   height: auto;

easyflow-ui-admin/packages/effects/common-ui/src/components/chat-markdown/__tests__/ChatTimeMarkdown.test.ts

@@ -0,0 +1,37 @@
+import {mount} from '@vue/test-utils';
+import {nextTick} from 'vue';
+
+import {describe, expect, it, vi} from 'vitest';
+
+import ChatTimeMarkdown from '../ChatTimeMarkdown.vue';
+
+vi.mock('@easyflow-core/preferences', () => ({
+  usePreferences: () => ({
+    isDark: false,
+  }),
+}));
+
+describe('ChatTimeMarkdown', () => {
+  it('renders mermaid code fences with the shared mermaid block', async () => {
+    const wrapper = mount(ChatTimeMarkdown, {
+      props: {
+        content: [
+          '```mermaid',
+          'flowchart TD',
+          'A[开始] --> B[结束]',
+          '```',
+        ].join('\n'),
+      },
+    });
+
+    await nextTick();
+
+    expect(wrapper.find('.incremark-mermaid').exists()).toBe(true);
+    expect(wrapper.find('.mermaid-header').text().toLowerCase()).toContain(
+      'mermaid',
+    );
+    expect(wrapper.find('.mermaid-source-code').text()).toContain(
+      'flowchart TD',
+    );
+  });
+});

easyflow-ui-admin/packages/effects/common-ui/src/components/chat-timeline/__tests__/builder.test.ts

@@ -156,25 +156,24 @@ describe('chat timeline builder', () => {
     }
   });
 
-  it('shows no compression needed when memory compression produced no compressed event', () => {
+  it('removes memory compression status when compression produced no compressed event', () => {
     const items: ChatTimelineItem[] = [];
 
+    ChatTimelineBuilder.upsertMemoryCompressionStatus(items, {
+      label: '正在整理上下文',
+      phase: 'started',
+      status: 'running',
+      statusKey: 'memory-compression',
+    });
     ChatTimelineBuilder.upsertMemoryCompressionStatus(items, {
       compressed: false,
-      label: '已整理上下文',
+      label: '无需压缩上下文',
       phase: 'completed',
       status: 'done',
       statusKey: 'memory-compression',
     });
 
-    expect(items).toHaveLength(1);
+    expect(items).toHaveLength(0);
-    expect(items[0]?.type).toBe('status');
-    if (items[0]?.type === 'status') {
-      expect(items[0].label).toBe('无需压缩上下文');
-      expect(items[0].presentation).toBe('separator');
-      expect(items[0].status).toBe('done');
-      expect(items[0].statusKey).toBe('memory-compression');
-    }
   });
 
   it('ends current thinking before showing knowledge retrieval status', () => {
@@ -227,6 +226,24 @@ describe('chat timeline builder', () => {
     expect(items).toHaveLength(0);
   });
 
+  it('keeps AgentScope context reload hidden without showing a tool card', () => {
+    const items: ChatTimelineItem[] = [];
+
+    ChatTimelineBuilder.upsertToolCall(items, {
+      toolCallId: 'call-context-reload',
+      toolName: 'context_reload',
+      input: { working_context_offload_uuid: 'context-id' },
+    });
+    ChatTimelineBuilder.upsertToolCall(items, {
+      toolCallId: 'call-context-reload',
+      toolName: 'context_reload',
+      output: { result: 'ok' },
+      status: 'success',
+    });
+
+    expect(items).toHaveLength(0);
+  });
+
   it('ignores anonymous tool call events instead of rendering a fallback card', () => {
     const items: ChatTimelineItem[] = [];
 

easyflow-ui-admin/packages/effects/common-ui/src/components/chat-timeline/builder.ts

@@ -38,7 +38,9 @@ function normalizeToolName(value?: string) {
 function isHiddenToolName(toolName?: string) {
   const normalizedName = normalizeToolName(toolName);
   return (
-    normalizedName === 'retrieve_knowledge' || normalizedName === '__fragment__'
+    normalizedName === 'retrieve_knowledge' ||
+    normalizedName === 'context_reload' ||
+    normalizedName === '__fragment__'
   );
 }
 
@@ -178,6 +180,15 @@ function findStatusItem(items: ChatTimelineItem[], statusKey: string) {
   );
 }
 
+function removeStatusItem(items: ChatTimelineItem[], statusKey: string) {
+  const index = items.findIndex(
+    (item) => item.type === 'status' && item.statusKey === statusKey,
+  );
+  if (index >= 0) {
+    items.splice(index, 1);
+  }
+}
+
 function doneStatusLabel(item: ChatTimelineStatusItem) {
   if (item.statusKey === 'knowledge-retrieval') {
     return '已检索知识库';
@@ -453,17 +464,20 @@ export const ChatTimelineBuilder = {
       payload?.status === 'done' || payload?.phase === 'completed'
         ? 'done'
         : 'running';
+    const statusKey = payload?.statusKey || 'memory-compression';
     finishAssistantMessage(items, false);
+    if (status === 'done' && payload?.compressed === false) {
+      removeStatusItem(items, statusKey);
+      return;
+    }
     const label =
       status === 'running'
         ? payload?.label || '正在整理上下文'
-        : payload?.compressed === false
-          ? '无需压缩上下文'
         : payload?.label || '已整理上下文';
     upsertStatus(items, {
       label,
       status,
-      statusKey: payload?.statusKey || 'memory-compression',
+      statusKey,
       presentation: 'separator',
       tone: 'muted',
     });

easyflow-ui-admin/packages/effects/layouts/src/basic/tabbar/tabbar.vue

@@ -1,14 +1,14 @@
 <script lang="ts" setup>
-import { computed } from 'vue';
+import {computed} from 'vue';
-import { useRoute } from 'vue-router';
+import {useRoute} from 'vue-router';
 
-import { useContentMaximize, useTabs } from '@easyflow/hooks';
+import {useContentMaximize, useTabs} from '@easyflow/hooks';
-import { preferences } from '@easyflow/preferences';
+import {preferences} from '@easyflow/preferences';
-import { useTabbarStore } from '@easyflow/stores';
+import {useTabbarStore} from '@easyflow/stores';
 
-import { TabsToolMore, TabsToolScreen, TabsView } from '@easyflow-core/tabs-ui';
+import {TabsToolMore, TabsToolScreen, TabsView} from '@easyflow-core/tabs-ui';
 
-import { useTabbar } from './use-tabbar';
+import {useTabbar} from './use-tabbar';
 
 defineOptions({
   name: 'LayoutTabbar',
@@ -30,13 +30,17 @@ const {
 } = useTabbar();
 
 const menus = computed(() => {
-  const tab = tabbarStore.getTabByKey(currentActive.value);
+  return (currentTabs.value || []).map((tab) => {
-  const menus = createContextMenus(tab);
+    const key = tab.key as string;
-  return menus.map((item) => {
+    const title =
+      (tab.meta?.newTabTitle || tab.meta?.title || tab.name || tab.path) as
+        | string
+        | undefined;
     return {
-      ...item,
+      active: key === currentActive.value,
-      label: item.text,
+      handler: () => handleClick(key),
-      value: item.key,
+      label: title || key,
+      value: key,
     };
   });
 });

easyflow-ui-admin/packages/effects/layouts/src/basic/tabbar/use-tabbar.ts

@@ -1,13 +1,11 @@
-import type { RouteLocationNormalizedGeneric } from 'vue-router';
+import type {TabDefinition} from '@easyflow/types';
 
-import type { TabDefinition } from '@easyflow/types';
+import type {IContextMenuItem} from '@easyflow-core/tabs-ui';
 
-import type { IContextMenuItem } from '@easyflow-core/tabs-ui';
+import {computed, ref, watch} from 'vue';
+import {useRoute, useRouter} from 'vue-router';
 
-import { computed, ref, watch } from 'vue';
+import {useContentMaximize, useTabs} from '@easyflow/hooks';
-import { useRoute, useRouter } from 'vue-router';
-
-import { useContentMaximize, useTabs } from '@easyflow/hooks';
 import {
   ArrowLeftToLine,
   ArrowRightLeft,
@@ -21,9 +19,9 @@ import {
   RotateCw,
   X,
 } from '@easyflow/icons';
-import { $t, useI18n } from '@easyflow/locales';
+import {$t, useI18n} from '@easyflow/locales';
-import { getTabKey, useAccessStore, useTabbarStore } from '@easyflow/stores';
+import {getTabKey, useAccessStore, useTabbarStore} from '@easyflow/stores';
-import { filterTree } from '@easyflow/utils';
+import {filterTree} from '@easyflow/utils';
 
 export function useTabbar() {
   const router = useRouter();
@@ -52,7 +50,7 @@ export function useTabbar() {
   });
 
   const { locale } = useI18n();
-  const currentTabs = ref<RouteLocationNormalizedGeneric[]>();
+  const currentTabs = ref<TabDefinition[]>();
   watch(
     [
       () => tabbarStore.getTabs,
@@ -99,7 +97,7 @@ export function useTabbar() {
     }
   }
 
-  function wrapperTabLocale(tab: RouteLocationNormalizedGeneric) {
+  function wrapperTabLocale(tab: TabDefinition) {
     const navTitle = tab?.meta?.navTitle as string | undefined;
     return {
       ...tab,

easyflow-ui-admin/packages/utils/src/helpers/__tests__/chat-time.test.ts

@@ -120,6 +120,25 @@ describe('chat-time timeline builder', () => {
     });
   });
 
+  it('does not render built-in context reload tools as normal tool cards', () => {
+    const items: any[] = [];
+
+    ChatTimeTimelineBuilder.appendMessageDelta(items, '第一段回答', 1);
+    ChatTimeTimelineBuilder.upsertToolCall(items, {
+      name: 'context_reload',
+      toolCallId: 'context-reload-1',
+      value: '{"working_context_offload_uuid":"context-id"}',
+    });
+    ChatTimeTimelineBuilder.upsertToolResult(items, {
+      name: 'context_reload',
+      result: '{"messages":[]}',
+      toolCallId: 'context-reload-1',
+    });
+
+    expect(items).toHaveLength(1);
+    expect(items[0]).toMatchObject({ content: '第一段回答', role: 'assistant' });
+  });
+
   it('does not render anonymous internal tool calls as normal tool cards', () => {
     const items: any[] = [];
 
@@ -254,6 +273,114 @@ describe('chat-time history mapper', () => {
     });
   });
 
+  it('skips internal tools when restoring OpenAI-style structured history', () => {
+    const items = ChatTimeHistoryMapper.fromHistoryRecords([
+      {
+        contentPayload: {
+          messageChain: [
+            {
+              content: '先回答一点',
+              role: 'assistant',
+              tool_calls: [
+                {
+                  function: {
+                    arguments: '{"query":"暑假安排"}',
+                    name: 'retrieve_knowledge',
+                  },
+                  id: 'knowledge-1',
+                },
+                {
+                  function: {
+                    arguments: '{"working_context_offload_uuid":"context-id"}',
+                    name: 'context_reload',
+                  },
+                  id: 'context-1',
+                },
+                {
+                  function: {
+                    arguments: '{"text":"partial"}',
+                    name: '__fragment__',
+                  },
+                  id: 'fragment-1',
+                },
+                {
+                  function: {
+                    arguments: '{"query":"java"}',
+                    name: 'search_docs',
+                  },
+                  id: 'tool-1',
+                },
+              ],
+            },
+            {
+              content: '{"hits":1}',
+              role: 'tool',
+              tool_call_id: 'knowledge-1',
+            },
+            {
+              content: '{"messages":[]}',
+              role: 'tool',
+              tool_call_id: 'context-1',
+            },
+            {
+              content: '{"ok":true}',
+              role: 'tool',
+              tool_call_id: 'fragment-1',
+            },
+            {
+              content: '{"hits":2}',
+              role: 'tool',
+              tool_call_id: 'tool-1',
+            },
+          ],
+        },
+        created: 100,
+        id: 'assistant-record',
+        senderRole: 'assistant',
+      },
+    ]);
+
+    expect(items).toHaveLength(2);
+    expect(items[0]).toMatchObject({
+      content: '先回答一点',
+      role: 'assistant',
+    });
+    expect(items[1]).toMatchObject({
+      arguments: '{"query":"java"}',
+      name: 'search_docs',
+      result: '{"hits":2}',
+      role: 'tool',
+      toolCallId: 'tool-1',
+    });
+  });
+
+  it('skips nameless tool result records when restoring history', () => {
+    const items = ChatTimeHistoryMapper.fromHistoryRecords([
+      {
+        content: '{"hits":1}',
+        contentPayload: {
+          result: '{"hits":1}',
+          toolCallId: 'knowledge-1',
+        },
+        created: 100,
+        id: 'tool-record',
+        senderRole: 'tool',
+      },
+      {
+        content: '最终回答',
+        created: 101,
+        id: 'assistant-record',
+        senderRole: 'assistant',
+      },
+    ]);
+
+    expect(items).toHaveLength(1);
+    expect(items[0]).toMatchObject({
+      content: '最终回答',
+      role: 'assistant',
+    });
+  });
+
   it('falls back to legacy chains when messageChain is unavailable', () => {
     const items = ChatTimeHistoryMapper.fromLegacyMessages([
       {

easyflow-ui-admin/packages/utils/src/helpers/chat-time.ts

@@ -19,13 +19,31 @@ type ChatTimeToolMeta = {
 
 function isHiddenToolName(value?: string) {
   const normalized = normalizePlainText(value).trim().toLowerCase();
-  return normalized === 'retrieve_knowledge' || normalized === '__fragment__';
+  return (
+    normalized === 'retrieve_knowledge' ||
+    normalized === 'context_reload' ||
+    normalized === '__fragment__'
+  );
 }
 
 function isBlankToolName(value?: string) {
   return !normalizePlainText(value).trim();
 }
 
+function normalizeToolCallId(value: Record<string, any>) {
+  return normalizePlainText(value.id ?? value.toolCallId ?? value.tool_call_id);
+}
+
+function normalizeToolCallName(value: Record<string, any>) {
+  const fn = toObjectRecord(value.function);
+  return normalizePlainText(value.name ?? value.toolName ?? fn.name);
+}
+
+function normalizeToolCallArguments(value: Record<string, any>) {
+  const fn = toObjectRecord(value.function);
+  return normalizePayloadValue(value.arguments ?? fn.arguments);
+}
+
 /**
  * 聊天时间线实时构建器。
  */
@@ -623,6 +641,9 @@ function createToolItemFromChain(
   if (!toolCallId && !name && !argumentsValue) {
     return null;
   }
+  if (isBlankToolName(name)) {
+    return null;
+  }
   return createToolItem({
     arguments: status === 'TOOL_CALL' ? argumentsValue : undefined,
     created,
@@ -655,6 +676,9 @@ function createToolItemFromStructuredMessage(
   if (isHiddenToolName(toolMeta?.name || toolName)) {
     return null;
   }
+  if (isBlankToolName(toolMeta?.name || toolName)) {
+    return null;
+  }
   const result = normalizePayloadValue(rawMessage.content);
   return createToolItem({
     arguments: toolMeta?.arguments,
@@ -680,6 +704,9 @@ function createToolItemFromTopLevelRecord(record: ChatTimeHistoryRecord) {
   if (isHiddenToolName(name)) {
     return null;
   }
+  if (isBlankToolName(name)) {
+    return null;
+  }
   const toolCallId = normalizePlainText(
     payload.toolCallId ?? payload.tool_call_id ?? record.id,
   );
@@ -768,13 +795,13 @@ function collectToolMeta(
 ) {
   const toolCalls = toObjectArray(rawMessage.toolCalls ?? rawMessage.tool_calls);
   for (const toolCall of toolCalls) {
-    const toolCallId = normalizePlainText(toolCall.id);
+    const toolCallId = normalizeToolCallId(toolCall);
     if (!toolCallId) {
       continue;
     }
     toolMetaMap.set(toolCallId, {
-      arguments: normalizePayloadValue(toolCall.arguments),
+      arguments: normalizeToolCallArguments(toolCall),
-      name: normalizePlainText(toolCall.name ?? toolCall.toolName),
+      name: normalizeToolCallName(toolCall),
     });
   }
 }