feat(ai-web): 完成自研流程图的保存

.gitignore

@@ -110,3 +110,4 @@ Network Trash Folder
 Temporary Items
 .apdisk
 **/temp/
+.build

bin/library.js

@@ -1,5 +1,5 @@
 import {$, fetch, fs, glob, os, path, spinner, syncProcessCwd, usePowerShell} from 'zx'
-import {isEqual, trim, fileSize} from "licia";
+import {fileSize, isEqual, trim} from "licia";
 import md5file from 'md5-file'
 
 syncProcessCwd(true)
@@ -41,20 +41,70 @@ const millisecondToString = (timestamp) => {
     return parts.join('')
 }
 
+const dotBuildPath = () => `.build`
+const modifiedDataPath = () => `${dotBuildPath()}/modified_time.json`
+
+const readModifiedTimeData = async () => {
+    if (!fs.existsSync(dotBuildPath())) {
+        fs.mkdirSync(dotBuildPath(), {recursive: true})
+    }
+    if (!(await fs.exists(modifiedDataPath()))) {
+        fs.writeFileSync(modifiedDataPath(), '{}')
+    }
+    return JSON.parse(await fs.readFile(modifiedDataPath(), 'utf-8'))
+}
+
+const updateModifiedTimeData = (data) => {
+    fs.writeFileSync(modifiedDataPath(), JSON.stringify(data, null, 2))
+}
+
+const isModified = async (target) => {
+    if (!target || !(await fs.exists(target))) {
+        throw new Error("Target 不存在")
+    }
+    let stat = fs.statSync(target)
+    let currentModifiedTime = stat.mtimeMs
+
+    let lastModifiedTime = (await readModifiedTimeData())[target]
+    return !(lastModifiedTime && isEqual(currentModifiedTime, lastModifiedTime));
+
+}
+
+const updateModifiedTime = async (target) => {
+    if (!target || !(await fs.exists(target))) {
+        throw new Error("Target 不存在")
+    }
+    let stat = fs.statSync(target)
+    let currentModifiedTime = stat.mtimeMs
+    let modifiedTimeData = await readModifiedTimeData()
+    modifiedTimeData[target] = currentModifiedTime
+    updateModifiedTimeData(modifiedTimeData)
+}
+
 export const run_deploy = async (project) => {
+    if (!(await isModified(project))) {
+        console.log(`✅  Skip deploy ${project}`)
+        return
+    }
     let output = await spinner(
         `Deploying project ${project}`,
         () => $`mvn -pl ${project} clean deploy -D skipTests -s ${maven_setting}`
     )
     console.log(`✅  Finished deploy ${project} (${millisecondToString(output['duration'])})`)
+    await updateModifiedTime(project)
 }
 
 export const run_deploy_root = async () => {
+    if (!(await isModified('pom.xml'))) {
+        console.log(`✅  Skip deploy root`)
+        return
+    }
     let output = await spinner(
         `Deploying root`,
         () => $`mvn clean deploy -N -D skipTests -s ${maven_setting}`
     )
     console.log(`✅  Finished deploy root (${millisecondToString(output['duration'])})`)
+    await updateModifiedTime('pom.xml')
 }
 
 export const run_deploy_batch = async (projects) => {

bin/test.js

@@ -0,0 +1,3 @@
+import {isModified} from './library.js'
+
+console.log(await isModified('/Users/lanyuanxiaoyao/Project/IdeaProjects/hudi-service/pom.xml'))

service-ai/database/20250702.sql

@@ -0,0 +1,82 @@
+create table hudi_collect_build_b12.service_ai_feedback
+(
+    id            bigint                                                     not null comment '记录唯一标记',
+    created_time  datetime(6) comment '记录创建时间',
+    modified_time datetime(6) comment '记录更新时间',
+    analysis      longtext comment 'AI的分析结果',
+    conclusion    longtext comment 'AI的解决方案',
+    source        longtext                                                   not null comment '原始报障说明',
+    status        enum ('ANALYSIS_PROCESSING','ANALYSIS_SUCCESS','FINISHED') not null comment '报障处理状态',
+    primary key (id)
+) comment ='报障信息记录' charset = utf8mb4;
+
+create table hudi_collect_build_b12.service_ai_feedback_pictures
+(
+    feedback_id bigint not null,
+    pictures_id bigint not null,
+    primary key (feedback_id, pictures_id)
+) comment ='报障相关截图' charset = utf8mb4;
+
+alter table hudi_collect_build_b12.service_ai_feedback_pictures
+    add constraint UK3npjcyjyqfbdlf2v5tj64j2g3 unique (pictures_id);
+
+create table hudi_collect_build_b12.service_ai_file
+(
+    id            bigint not null comment '记录唯一标记',
+    created_time  datetime(6) comment '记录创建时间',
+    modified_time datetime(6) comment '记录更新时间',
+    filename      varchar(255) comment '文件名称',
+    md5           varchar(255) comment '文件的md5编码，用于校验文件的完整性',
+    path          varchar(255) comment '文件在主机上存储的实际路径',
+    size          bigint comment '文件大小，单位是byte',
+    type          varchar(255) comment '文件类型，通常记录的是文件的后缀名',
+    primary key (id)
+) comment ='记录上传的文件存储信息' charset = utf8mb4;
+
+create table hudi_collect_build_b12.service_ai_flow_task
+(
+    id            bigint                              not null comment '记录唯一标记',
+    created_time  datetime(6) comment '记录创建时间',
+    modified_time datetime(6) comment '记录更新时间',
+    error         longtext comment '任务运行产生的报错',
+    input         longtext comment '任务输入',
+    result        longtext comment '任务运行结果',
+    status        enum ('ERROR','FINISHED','RUNNING') not null comment '任务运行状态',
+    template_id   bigint                              not null comment '流程任务对应的模板',
+    primary key (id)
+) comment ='流程任务记录' charset = utf8mb4;
+
+create table hudi_collect_build_b12.service_ai_flow_task_template
+(
+    id            bigint       not null comment '记录唯一标记',
+    created_time  datetime(6) comment '记录创建时间',
+    modified_time datetime(6) comment '记录更新时间',
+    description   varchar(255) comment '模板功能、内容说明',
+    flow_graph    longtext     not null comment '前端流程图数据',
+    input_schema  longtext     not null comment '模板入参Schema',
+    name          varchar(255) not null comment '模板名称',
+    primary key (id)
+) comment ='流程任务模板' charset = utf8mb4;
+
+create table hudi_collect_build_b12.service_ai_group
+(
+    id            bigint                      not null comment '记录唯一标记',
+    created_time  datetime(6) comment '记录创建时间',
+    modified_time datetime(6) comment '记录更新时间',
+    name          varchar(255)                not null comment '分组名称',
+    status        enum ('FINISHED','RUNNING') not null comment '分组处理状态',
+    knowledge_id  bigint                      not null,
+    primary key (id)
+) comment ='知识库下包含的分组' charset = utf8mb4;
+
+create table hudi_collect_build_b12.service_ai_knowledge
+(
+    id               bigint                   not null comment '记录唯一标记',
+    created_time     datetime(6) comment '记录创建时间',
+    modified_time    datetime(6) comment '记录更新时间',
+    description      longtext                 not null comment '知识库说明',
+    name             varchar(255)             not null comment '知识库名称',
+    strategy         enum ('Cosine','Euclid') not null comment '知识库策略',
+    vector_source_id bigint                   not null comment '知识库对应的向量库名',
+    primary key (id)
+) comment ='知识库' charset = utf8mb4;

service-ai/database/service_ai_feedback.sql

@@ -1,11 +0,0 @@
-CREATE TABLE `service_ai_feedback`
-(
-    `id`            bigint      NOT NULL,
-    `source`        longtext    NOT NULL,
-    `conclusion`    longtext,
-    `analysis`      longtext,
-    `pictures`      longtext,
-    `status`        varchar(50) NOT NULL DEFAULT 'ANALYSIS_PROCESSING',
-    `created_time`  datetime    NOT NULL DEFAULT CURRENT_TIMESTAMP,
-    `modified_time` datetime    NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
-) DEFAULT CHARSET = utf8mb4;

service-ai/database/service_ai_file.sql

@@ -1,11 +0,0 @@
-CREATE TABLE `service_ai_file`
-(
-    `id`           bigint   NOT NULL,
-    `filename`     varchar(500)      DEFAULT NULL,
-    `size`         bigint            DEFAULT NULL,
-    `md5`          varchar(100)      DEFAULT NULL,
-    `path`         varchar(500)      DEFAULT NULL,
-    `type`         varchar(50)       DEFAULT NULL,
-    `created_time` datetime NOT NULL DEFAULT CURRENT_TIMESTAMP,
-    PRIMARY KEY (`id`)
-) DEFAULT CHARSET = utf8mb4;

service-ai/database/service_ai_group.sql

@@ -1,9 +0,0 @@
-CREATE TABLE `service_ai_group`
-(
-    `id`            bigint       NOT NULL,
-    `knowledge_id`  bigint       NOT NULL,
-    `name`          varchar(100) NOT NULL,
-    `status`        varchar(10)  NOT NULL DEFAULT 'RUNNING',
-    `created_time`  datetime     NOT NULL DEFAULT CURRENT_TIMESTAMP,
-    `modified_time` datetime     NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
-) DEFAULT CHARSET = utf8mb4;

service-ai/database/service_ai_knowledge.sql

@@ -1,11 +0,0 @@
-CREATE TABLE `service_ai_knowledge`
-(
-    `id`               bigint       NOT NULL,
-    `vector_source_id` varchar(100) NOT NULL,
-    `name`             varchar(100) NOT NULL,
-    `description`      longtext     NOT NULL,
-    `strategy`         varchar(10)  NOT NULL,
-    `created_time`     datetime     NOT NULL DEFAULT CURRENT_TIMESTAMP,
-    `modified_time`    datetime     NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP,
-    PRIMARY KEY (`id`)
-) DEFAULT CHARSET = utf8mb4;

service-ai/pom.xml

@@ -110,6 +110,11 @@
                 <artifactId>jasypt-spring-boot-starter</artifactId>
                 <version>3.0.5</version>
             </dependency>
+            <dependency>
+                <groupId>com.blinkfox</groupId>
+                <artifactId>fenix-spring-boot-starter</artifactId>
+                <version>3.0.0</version>
+            </dependency>
 
             <!-- 日志相关 -->
             <dependency>
@@ -150,6 +155,11 @@
                 <artifactId>liteflow-spring-boot-starter</artifactId>
                 <version>2.13.2</version>
             </dependency>
+            <dependency>
+                <groupId>com.yomahub</groupId>
+                <artifactId>liteflow-el-builder</artifactId>
+                <version>2.13.2</version>
+            </dependency>
             <dependency>
                 <groupId>org.noear</groupId>
                 <artifactId>solon-ai</artifactId>

service-ai/service-ai-core/src/main/java/com/lanyuanxiaoyao/service/ai/core/configuration/SnowflakeId.java

@@ -1,74 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.core.configuration;
-
-import java.time.Instant;
-
-/**
- * 使用雪花算法作为ID生成器
- *
- * @author lanyuanxiaoyao
- * @date 2024-11-14
- */
-public class SnowflakeId {
-  /**
-   * 起始的时间戳
-   */
-  private final static long START_TIMESTAMP = 1;
-
-  /**
-   * 序列号占用的位数
-   */
-  private final static long SEQUENCE_BIT = 11;
-
-  /**
-   * 序列号最大值
-   */
-  private final static long MAX_SEQUENCE_BIT = ~(-1 << SEQUENCE_BIT);
-
-  /**
-   * 时间戳值向左位移
-   */
-  private final static long TIMESTAMP_OFFSET = SEQUENCE_BIT;
-
-  /**
-   * 序列号
-   */
-  private static long sequence = 0;
-  /**
-   * 上一次时间戳
-   */
-  private static long lastTimestamp = -1;
-
-  public static synchronized long next() {
-    long currentTimestamp = nowTimestamp();
-    if (currentTimestamp < lastTimestamp) {
-      throw new RuntimeException("Clock have moved backwards.");
-    }
-
-    if (currentTimestamp == lastTimestamp) {
-      // 相同毫秒内, 序列号自增
-      sequence = (sequence + 1) & MAX_SEQUENCE_BIT;
-      // 同一毫秒的序列数已经达到最大
-      if (sequence == 0) {
-        currentTimestamp = nextTimestamp();
-      }
-    } else {
-      // 不同毫秒内, 序列号置为0
-      sequence = 0;
-    }
-
-    lastTimestamp = currentTimestamp;
-    return (currentTimestamp - START_TIMESTAMP) << TIMESTAMP_OFFSET | sequence;
-  }
-
-  private static long nextTimestamp() {
-    long milli = nowTimestamp();
-    while (milli <= lastTimestamp) {
-      milli = nowTimestamp();
-    }
-    return milli;
-  }
-
-  private static long nowTimestamp() {
-    return Instant.now().toEpochMilli();
-  }
-}

service-ai/service-ai-core/src/main/java/com/lanyuanxiaoyao/service/configuration/SecurityConfig.java

@@ -1,7 +1,5 @@
 package com.lanyuanxiaoyao.service.configuration;
 
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
 import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
 import org.springframework.http.HttpMethod;
@@ -13,6 +11,9 @@ import org.springframework.security.core.userdetails.User;
 import org.springframework.security.core.userdetails.UserDetails;
 import org.springframework.security.provisioning.InMemoryUserDetailsManager;
 import org.springframework.security.web.SecurityFilterChain;
+import org.springframework.web.cors.CorsConfiguration;
+import org.springframework.web.cors.UrlBasedCorsConfigurationSource;
+import org.springframework.web.filter.CorsFilter;
 
 /**
  * @author lanyuanxiaoyao
@@ -21,17 +22,30 @@ import org.springframework.security.web.SecurityFilterChain;
 @Configuration
 @EnableWebSecurity
 public class SecurityConfig {
+  @Bean
+  public CorsFilter corsFilter() {
+    CorsConfiguration configuration = new CorsConfiguration();
+    configuration.setAllowCredentials(true);
+    configuration.addAllowedOriginPattern("*");
+    configuration.addAllowedHeader("*");
+    configuration.addAllowedMethod("*");
+    configuration.setMaxAge(7200L);
+    UrlBasedCorsConfigurationSource source = new UrlBasedCorsConfigurationSource();
+    source.registerCorsConfiguration("/**", configuration);
+    return new CorsFilter(source);
+  }
+
   @Bean
   public SecurityFilterChain securityFilterChain(HttpSecurity http) throws Exception {
     return http.authorizeHttpRequests(
-        registry -> registry
-            .requestMatchers(HttpMethod.OPTIONS, "/**")
-            .permitAll()
-            .anyRequest()
-            .authenticated()
+            registry -> registry
+                .requestMatchers(HttpMethod.OPTIONS, "/**")
+                .permitAll()
+                .anyRequest()
+                .authenticated()
         )
         .httpBasic(Customizer.withDefaults())
-        .cors(AbstractHttpConfigurer::disable)
+        .cors(Customizer.withDefaults())
         .csrf(AbstractHttpConfigurer::disable)
         .formLogin(AbstractHttpConfigurer::disable)
         .build();

service-ai/service-ai-web/pom.xml

@@ -20,8 +20,16 @@
                     <groupId>com.google.protobuf</groupId>
                     <artifactId>protobuf-java</artifactId>
                 </exclusion>
+                <exclusion>
+                    <groupId>org.springframework.boot</groupId>
+                    <artifactId>spring-boot-starter-tomcat</artifactId>
+                </exclusion>
             </exclusions>
         </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-jetty</artifactId>
+        </dependency>
         <dependency>
             <groupId>org.springframework.ai</groupId>
             <artifactId>spring-ai-starter-model-openai</artifactId>
@@ -40,7 +48,11 @@
         </dependency>
         <dependency>
             <groupId>org.springframework.boot</groupId>
-            <artifactId>spring-boot-starter-jdbc</artifactId>
+            <artifactId>spring-boot-starter-data-jpa</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.blinkfox</groupId>
+            <artifactId>fenix-spring-boot-starter</artifactId>
         </dependency>
         <dependency>
             <groupId>com.mysql</groupId>
@@ -50,6 +62,10 @@
             <groupId>com.yomahub</groupId>
             <artifactId>liteflow-spring-boot-starter</artifactId>
         </dependency>
+        <dependency>
+            <groupId>com.yomahub</groupId>
+            <artifactId>liteflow-el-builder</artifactId>
+        </dependency>
         <dependency>
             <groupId>org.springframework.ai</groupId>
             <artifactId>spring-ai-tika-document-reader</artifactId>
@@ -66,6 +82,13 @@
             <groupId>org.noear</groupId>
             <artifactId>solon-ai-dialect-openai</artifactId>
         </dependency>
+
+        <dependency>
+            <groupId>org.hibernate.orm</groupId>
+            <artifactId>hibernate-ant</artifactId>
+            <version>6.6.8.Final</version>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 
     <build>
@@ -89,6 +112,11 @@
                             <artifactId>lombok-mapstruct-binding</artifactId>
                             <version>0.2.0</version>
                         </path>
+                        <path>
+                            <groupId>org.hibernate</groupId>
+                            <artifactId>hibernate-jpamodelgen</artifactId>
+                            <version>6.6.8.Final</version>
+                        </path>
                     </annotationProcessorPaths>
                     <compilerArgs>
                         <arg>-Amapstruct.defaultComponentModel=spring</arg>

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/WebApplication.java

@@ -1,15 +1,14 @@
 package com.lanyuanxiaoyao.service.ai.web;
 
+import com.blinkfox.fenix.EnableFenix;
 import com.ulisesbocchio.jasyptspringboot.annotation.EnableEncryptableProperties;
-import org.springframework.beans.BeansException;
 import org.springframework.boot.ApplicationArguments;
 import org.springframework.boot.ApplicationRunner;
 import org.springframework.boot.SpringApplication;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
 import org.springframework.boot.context.properties.EnableConfigurationProperties;
 import org.springframework.cloud.client.discovery.EnableDiscoveryClient;
-import org.springframework.context.ApplicationContext;
-import org.springframework.context.ApplicationContextAware;
+import org.springframework.data.jpa.repository.config.EnableJpaAuditing;
 import org.springframework.retry.annotation.EnableRetry;
 import org.springframework.scheduling.annotation.EnableScheduling;
 
@@ -23,27 +22,15 @@ import org.springframework.scheduling.annotation.EnableScheduling;
 @EnableEncryptableProperties
 @EnableRetry
 @EnableScheduling
-public class WebApplication implements ApplicationRunner, ApplicationContextAware {
-  private static ApplicationContext context;
+@EnableFenix
+@EnableJpaAuditing
+public class WebApplication implements ApplicationRunner {
 
   public static void main(String[] args) {
     SpringApplication.run(WebApplication.class, args);
   }
 
-  public static <T> T getBean(Class<T> clazz) {
-    return context.getBean(clazz);
-  }
-
-  public static <T> T getBean(String name, Class<T> clazz) {
-    return context.getBean(name, clazz);
-  }
-
   @Override
   public void run(ApplicationArguments args) {
   }
-
-  @Override
-  public void setApplicationContext(ApplicationContext context) throws BeansException {
-    WebApplication.context = context;
-  }
 }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/controller/DetailController.java

@@ -0,0 +1,13 @@
+package com.lanyuanxiaoyao.service.ai.web.base.controller;
+
+import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
+
+/**
+ * @author lanyuanxiaoyao
+ * @date 2024-11-28
+ */
+public interface DetailController<DETAIL_ITEM> {
+  String DETAIL = "/detail/{id}";
+
+  AmisResponse<DETAIL_ITEM> detail(Long id) throws Exception;
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/controller/ListController.java

@@ -0,0 +1,16 @@
+package com.lanyuanxiaoyao.service.ai.web.base.controller;
+
+import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisCrudResponse;
+import com.lanyuanxiaoyao.service.ai.web.base.controller.query.Query;
+
+/**
+ * @author lanyuanxiaoyao
+ * @date 2024-11-28
+ */
+public interface ListController {
+  String LIST = "/list";
+
+  AmisCrudResponse list() throws Exception;
+
+  AmisCrudResponse list(Query query) throws Exception;
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/controller/RemoveController.java

@@ -0,0 +1,13 @@
+package com.lanyuanxiaoyao.service.ai.web.base.controller;
+
+import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
+
+/**
+ * @author lanyuanxiaoyao
+ * @date 2024-11-28
+ */
+public interface RemoveController {
+  String REMOVE = "/remove/{id}";
+
+  AmisResponse<Object> remove(Long id) throws Exception;
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/controller/SaveController.java

@@ -0,0 +1,13 @@
+package com.lanyuanxiaoyao.service.ai.web.base.controller;
+
+import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
+
+/**
+ * @author lanyuanxiaoyao
+ * @date 2024-11-28
+ */
+public interface SaveController<SAVE_ITEM> {
+  String SAVE = "/save";
+
+  AmisResponse<Long> save(SAVE_ITEM item) throws Exception;
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/controller/SimpleController.java

@@ -0,0 +1,8 @@
+package com.lanyuanxiaoyao.service.ai.web.base.controller;
+
+/**
+ * @author lanyuanxiaoyao
+ * @date 2024-11-28
+ */
+public interface SimpleController<SAVE_ITEM, LIST_ITEM, DETAIL_ITEM> extends SaveController<SAVE_ITEM>, ListController, DetailController<DETAIL_ITEM>, RemoveController {
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/controller/SimpleControllerSupport.java

@@ -0,0 +1,105 @@
+package com.lanyuanxiaoyao.service.ai.web.base.controller;
+
+import cn.hutool.core.util.ObjectUtil;
+import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisCrudResponse;
+import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
+import com.lanyuanxiaoyao.service.ai.web.base.controller.query.Query;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleEntity;
+import com.lanyuanxiaoyao.service.ai.web.base.service.SimpleServiceSupport;
+import java.util.List;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.data.domain.Page;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+
+/**
+ * @author lanyuanxiaoyao
+ * @date 2024-11-26
+ */
+@Slf4j
+public abstract class SimpleControllerSupport<ENTITY extends SimpleEntity, SAVE_ITEM, LIST_ITEM, DETAIL_ITEM> implements SimpleController<SAVE_ITEM, LIST_ITEM, DETAIL_ITEM> {
+  protected final SimpleServiceSupport<ENTITY> service;
+
+  public SimpleControllerSupport(SimpleServiceSupport<ENTITY> service) {
+    this.service = service;
+  }
+
+  @PostMapping(SAVE)
+  @Override
+  public AmisResponse<Long> save(@RequestBody SAVE_ITEM item) throws Exception {
+    SaveItemMapper<ENTITY, SAVE_ITEM> mapper = saveItemMapper();
+    return AmisResponse.responseSuccess(service.save(mapper.from(item)));
+  }
+
+  @GetMapping(LIST)
+  @Override
+  public AmisCrudResponse list() throws Exception {
+    ListItemMapper<ENTITY, LIST_ITEM> mapper = listItemMapper();
+    return AmisCrudResponse.responseCrudData(
+        service.list()
+            .collect(entity -> {
+              try {
+                return mapper.from(entity);
+              } catch (Exception e) {
+                throw new RuntimeException(e);
+              }
+            })
+    );
+  }
+
+  @PostMapping(LIST)
+  @Override
+  public AmisCrudResponse list(@RequestBody Query query) throws Exception {
+    if (ObjectUtil.isNull(query)) {
+      return AmisCrudResponse.responseCrudData(List.of(), 0);
+    }
+    ListItemMapper<ENTITY, LIST_ITEM> mapper = listItemMapper();
+    Page<ENTITY> result = service.list(query);
+    return AmisCrudResponse.responseCrudData(
+        result.get()
+            .map(entity -> {
+              try {
+                return mapper.from(entity);
+              } catch (Exception e) {
+                throw new RuntimeException(e);
+              }
+            })
+            .toList(),
+        result.getTotalElements()
+    );
+  }
+
+  @GetMapping(DETAIL)
+  @Override
+  public AmisResponse<DETAIL_ITEM> detail(@PathVariable("id") Long id) throws Exception {
+    DetailItemMapper<ENTITY, DETAIL_ITEM> mapper = detailItemMapper();
+    return AmisResponse.responseSuccess(mapper.from(service.detailOrThrow(id)));
+  }
+
+  @GetMapping(REMOVE)
+  @Override
+  public AmisResponse<Object> remove(@PathVariable("id") Long id) throws Exception {
+    service.remove(id);
+    return AmisResponse.responseSuccess();
+  }
+
+  protected abstract SaveItemMapper<ENTITY, SAVE_ITEM> saveItemMapper();
+
+  protected abstract ListItemMapper<ENTITY, LIST_ITEM> listItemMapper();
+
+  protected abstract DetailItemMapper<ENTITY, DETAIL_ITEM> detailItemMapper();
+
+  public interface SaveItemMapper<ENTITY, SAVE_ITEM> {
+    ENTITY from(SAVE_ITEM item) throws Exception;
+  }
+
+  public interface ListItemMapper<ENTITY, LIST_ITEM> {
+    LIST_ITEM from(ENTITY entity) throws Exception;
+  }
+
+  public interface DetailItemMapper<ENTITY, DETAIL_ITEM> {
+    DETAIL_ITEM from(ENTITY entity) throws Exception;
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/controller/query/Query.java

@@ -0,0 +1,61 @@
+package com.lanyuanxiaoyao.service.ai.web.base.controller.query;
+
+import lombok.Data;
+import org.eclipse.collections.api.list.ImmutableList;
+import org.eclipse.collections.api.map.ImmutableMap;
+
+/**
+ * 统一查询
+ *
+ * @author lanyuanxiaoyao
+ * @date 2024-12-03
+ */
+@Data
+public class Query {
+  private Queryable query;
+  private ImmutableList<Sortable> sort;
+  private Pageable page;
+
+  @Data
+  public static class Queryable {
+    private ImmutableList<String> nullEqual;
+    private ImmutableList<String> notNullEqual;
+    private ImmutableList<String> empty;
+    private ImmutableList<String> notEmpty;
+    private ImmutableMap<String, ?> equal;
+    private ImmutableMap<String, ?> notEqual;
+    private ImmutableMap<String, String> like;
+    private ImmutableMap<String, String> notLike;
+    private ImmutableMap<String, ?> great;
+    private ImmutableMap<String, ?> less;
+    private ImmutableMap<String, ?> greatEqual;
+    private ImmutableMap<String, ?> lessEqual;
+    private ImmutableMap<String, ImmutableList<?>> in;
+    private ImmutableMap<String, ImmutableList<?>> notIn;
+    private ImmutableMap<String, Between> between;
+    private ImmutableMap<String, Between> notBetween;
+
+    @Data
+    public static class Between {
+      private String start;
+      private String end;
+    }
+  }
+
+  @Data
+  public static class Sortable {
+    private String column;
+    private Direction direction;
+
+    public enum Direction {
+      ASC,
+      DESC,
+    }
+  }
+
+  @Data
+  public static class Pageable {
+    private Integer index;
+    private Integer size;
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/entity/IdOnlyEntity.java

@@ -0,0 +1,31 @@
+package com.lanyuanxiaoyao.service.ai.web.base.entity;
+
+import jakarta.persistence.EntityListeners;
+import jakarta.persistence.GeneratedValue;
+import jakarta.persistence.Id;
+import jakarta.persistence.MappedSuperclass;
+import lombok.Getter;
+import lombok.Setter;
+import lombok.ToString;
+import org.hibernate.annotations.Comment;
+import org.hibernate.annotations.GenericGenerator;
+import org.springframework.data.jpa.domain.support.AuditingEntityListener;
+
+/**
+ * 实体类公共字段
+ *
+ * @author lanyuanxiaoyao
+ * @date 2024-11-20
+ */
+@Getter
+@Setter
+@ToString
+@MappedSuperclass
+@EntityListeners(AuditingEntityListener.class)
+public class IdOnlyEntity {
+  @Comment("记录唯一标记")
+  @Id
+  @GeneratedValue(generator = "snowflake")
+  @GenericGenerator(name = "snowflake", strategy = "com.lanyuanxiaoyao.service.ai.web.configuration.SnowflakeIdGenerator")
+  private Long id;
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/entity/SimpleEntity.java

@@ -0,0 +1,32 @@
+package com.lanyuanxiaoyao.service.ai.web.base.entity;
+
+import jakarta.persistence.EntityListeners;
+import jakarta.persistence.MappedSuperclass;
+import java.time.LocalDateTime;
+import lombok.Getter;
+import lombok.Setter;
+import lombok.ToString;
+import org.hibernate.annotations.Comment;
+import org.springframework.data.annotation.CreatedDate;
+import org.springframework.data.annotation.LastModifiedDate;
+import org.springframework.data.jpa.domain.support.AuditingEntityListener;
+
+/**
+ * 实体类公共字段
+ *
+ * @author lanyuanxiaoyao
+ * @date 2024-11-20
+ */
+@Getter
+@Setter
+@ToString(callSuper = true)
+@MappedSuperclass
+@EntityListeners(AuditingEntityListener.class)
+public class SimpleEntity extends IdOnlyEntity {
+  @Comment("记录创建时间")
+  @CreatedDate
+  private LocalDateTime createdTime;
+  @Comment("记录更新时间")
+  @LastModifiedDate
+  private LocalDateTime modifiedTime;
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/entity/SimpleItem.java

@@ -0,0 +1,17 @@
+package com.lanyuanxiaoyao.service.ai.web.base.entity;
+
+import java.time.LocalDateTime;
+import lombok.Data;
+
+/**
+ * 创建对象使用的接收类
+ *
+ * @author lanyuanxiaoyao
+ * @date 2024-11-26
+ */
+@Data
+public class SimpleItem {
+  private Long id;
+  private LocalDateTime createdTime;
+  private LocalDateTime modifiedTime;
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/repository/SimpleRepository.java

@@ -0,0 +1,16 @@
+package com.lanyuanxiaoyao.service.ai.web.base.repository;
+
+import com.blinkfox.fenix.jpa.FenixJpaRepository;
+import com.blinkfox.fenix.specification.FenixJpaSpecificationExecutor;
+import org.springframework.data.repository.NoRepositoryBean;
+import org.springframework.data.repository.query.QueryByExampleExecutor;
+
+/**
+ * 整合一下
+ *
+ * @author lanyuanxiaoyao
+ * @date 2024-11-21
+ */
+@NoRepositoryBean
+public interface SimpleRepository<E, ID> extends FenixJpaRepository<E, ID>, FenixJpaSpecificationExecutor<E>, QueryByExampleExecutor<E> {
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/service/SimpleService.java

@@ -0,0 +1,34 @@
+package com.lanyuanxiaoyao.service.ai.web.base.service;
+
+import com.lanyuanxiaoyao.service.ai.web.base.controller.query.Query;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleEntity;
+import java.util.Optional;
+import org.eclipse.collections.api.list.ImmutableList;
+import org.eclipse.collections.api.set.ImmutableSet;
+import org.springframework.data.domain.Page;
+
+/**
+ * @author lanyuanxiaoyao
+ * @date 2024-11-28
+ */
+public interface SimpleService<ENTITY extends SimpleEntity> {
+  Long save(ENTITY entity) throws Exception;
+
+  Long count() throws Exception;
+
+  ImmutableList<ENTITY> list() throws Exception;
+
+  ImmutableList<ENTITY> list(ImmutableSet<Long> ids) throws Exception;
+
+  Page<ENTITY> list(Query query) throws Exception;
+
+  Optional<ENTITY> detailOptional(Long id) throws Exception;
+
+  ENTITY detail(Long id) throws Exception;
+
+  ENTITY detailOrThrow(Long id) throws Exception;
+
+  ENTITY detailOrNull(Long id) throws Exception;
+
+  void remove(Long id) throws Exception;
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/base/service/SimpleServiceSupport.java

@@ -0,0 +1,251 @@
+package com.lanyuanxiaoyao.service.ai.web.base.service;
+
+import cn.hutool.core.bean.BeanUtil;
+import cn.hutool.core.bean.copier.CopyOptions;
+import cn.hutool.core.util.EnumUtil;
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.web.base.controller.query.Query;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.IdOnlyEntity_;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleEntity;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleEntity_;
+import com.lanyuanxiaoyao.service.ai.web.base.repository.SimpleRepository;
+import jakarta.persistence.criteria.CriteriaBuilder;
+import jakarta.persistence.criteria.CriteriaQuery;
+import jakarta.persistence.criteria.Path;
+import jakarta.persistence.criteria.Predicate;
+import jakarta.persistence.criteria.Root;
+import jakarta.transaction.Transactional;
+import java.util.Optional;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.factory.Lists;
+import org.eclipse.collections.api.list.ImmutableList;
+import org.eclipse.collections.api.list.MutableList;
+import org.eclipse.collections.api.set.ImmutableSet;
+import org.springframework.data.domain.Page;
+import org.springframework.data.domain.PageRequest;
+import org.springframework.data.domain.Sort;
+
+/**
+ * @author lanyuanxiaoyao
+ * @date 2024-11-21
+ */
+@Slf4j
+public abstract class SimpleServiceSupport<ENTITY extends SimpleEntity> implements SimpleService<ENTITY> {
+  private static final Integer DEFAULT_PAGE_INDEX = 1;
+  private static final Integer DEFAULT_PAGE_SIZE = 10;
+  protected final SimpleRepository<ENTITY, Long> repository;
+
+  public SimpleServiceSupport(SimpleRepository<ENTITY, Long> repository) {
+    this.repository = repository;
+  }
+
+  @Transactional(rollbackOn = Throwable.class)
+  @Override
+  public Long save(ENTITY entity) {
+    if (ObjectUtil.isNotNull(entity.getId())) {
+      Long id = entity.getId();
+      ENTITY targetEntity = repository.findById(entity.getId()).orElseThrow(() -> new IdNotFoundException(id));
+      BeanUtil.copyProperties(
+          entity,
+          targetEntity,
+          CopyOptions.create()
+              .setIgnoreProperties(
+                  IdOnlyEntity_.ID,
+                  SimpleEntity_.CREATED_TIME,
+                  SimpleEntity_.MODIFIED_TIME
+              )
+      );
+      entity = targetEntity;
+    }
+    entity = repository.save(entity);
+    return entity.getId();
+  }
+
+  @Override
+  public Long count() {
+    return repository.count(
+        (root, query, builder) ->
+            builder.and(
+                listPredicate(root, query, builder)
+                    .reject(ObjectUtil::isNull)
+                    .toArray(new Predicate[]{})
+            )
+    );
+  }
+
+  @Override
+  public ImmutableList<ENTITY> list() {
+    return Lists.immutable.ofAll(repository.findAll(
+        (root, query, builder) ->
+            builder.and(
+                listPredicate(root, query, builder)
+                    .reject(ObjectUtil::isNull)
+                    .toArray(new Predicate[]{})
+            )
+    ));
+  }
+
+  @Override
+  public ImmutableList<ENTITY> list(ImmutableSet<Long> ids) {
+    return Lists.immutable.ofAll(repository.findAll(
+        (root, query, builder) -> {
+          MutableList<Predicate> predicates = Lists.mutable.ofAll(listPredicate(root, query, builder));
+          predicates.add(builder.in(root.get("id")).value(ids));
+          return builder.and(predicates.reject(ObjectUtil::isNull).toArray(new Predicate[predicates.size()]));
+        }
+    ));
+  }
+
+  private <Y> Path<Y> column(Root<ENTITY> root, String column) {
+    String[] columns = StrUtil.splitToArray(column, "/");
+    Path<Y> path = root.get(columns[0]);
+    for (int i = 1; i < columns.length; i++) {
+      path = path.get(columns[i]);
+    }
+    return path;
+  }
+
+  @SuppressWarnings({"unchecked", "rawtypes"})
+  private <Y> Object value(Path<Y> column, Object value) {
+    Class<?> javaType = column.getJavaType();
+    if (EnumUtil.isEnum(javaType)) {
+      return EnumUtil.fromString((Class<Enum>) javaType, (String) value);
+    }
+    return value;
+  }
+
+  @SuppressWarnings("unchecked")
+  protected ImmutableList<Predicate> queryPredicates(Query.Queryable queryable, Root<ENTITY> root, CriteriaQuery<?> query, CriteriaBuilder builder) {
+    MutableList<Predicate> predicates = Lists.mutable.empty();
+    if (ObjectUtil.isEmpty(queryable)) {
+      return predicates.toImmutable();
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getNullEqual())) {
+      queryable.getNullEqual().forEach(column -> predicates.add(builder.isNull(column(root, column))));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getNotNullEqual())) {
+      queryable.getNotNullEqual().forEach(column -> predicates.add(builder.isNull(column(root, column))));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getEmpty())) {
+      queryable.getEmpty().forEach(column -> predicates.add(builder.isEmpty(column(root, column))));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getNotEmpty())) {
+      queryable.getNotEmpty().forEach(column -> predicates.add(builder.isNotEmpty(column(root, column))));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getEqual())) {
+      queryable.getEqual().forEachKeyValue((column, value) -> {
+        Path<Object> path = column(root, column);
+        predicates.add(builder.equal(path, value(path, value)));
+      });
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getNotEqual())) {
+      queryable.getEqual().forEachKeyValue((column, value) -> {
+        Path<Object> path = column(root, column);
+        predicates.add(builder.notEqual(path, value(path, value)));
+      });
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getLike())) {
+      queryable.getLike().forEachKeyValue((column, value) -> predicates.add(builder.like(column(root, column), value)));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getNotLike())) {
+      queryable.getNotLike().forEachKeyValue((column, value) -> predicates.add(builder.notLike(column(root, column), value)));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getGreat())) {
+      queryable.getGreat().forEachKeyValue((column, value) -> predicates.add(builder.greaterThan(column(root, column), (Comparable<Object>) value)));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getLess())) {
+      queryable.getLess().forEachKeyValue((column, value) -> predicates.add(builder.lessThan(column(root, column), (Comparable<Object>) value)));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getGreatEqual())) {
+      queryable.getGreatEqual().forEachKeyValue((column, value) -> predicates.add(builder.greaterThanOrEqualTo(column(root, column), (Comparable<Object>) value)));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getLessEqual())) {
+      queryable.getLessEqual().forEachKeyValue((column, value) -> predicates.add(builder.lessThanOrEqualTo(column(root, column), (Comparable<Object>) value)));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getIn())) {
+      queryable.getIn().forEachKeyValue((column, value) -> predicates.add(builder.in(column(root, column)).value(value)));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getNotIn())) {
+      queryable.getNotIn().forEachKeyValue((column, value) -> predicates.add(builder.in(column(root, column)).value(value).not()));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getBetween())) {
+      queryable.getBetween().forEachKeyValue((column, value) -> predicates.add(builder.between(column(root, column), value.getStart(), value.getEnd())));
+    }
+    if (ObjectUtil.isNotEmpty(queryable.getNotBetween())) {
+      queryable.getNotBetween().forEachKeyValue((column, value) -> predicates.add(builder.between(column(root, column), value.getStart(), value.getEnd())));
+    }
+    return predicates.toImmutable();
+  }
+
+  protected ImmutableList<Predicate> listPredicate(Root<ENTITY> root, CriteriaQuery<?> query, CriteriaBuilder builder) {
+    return Lists.immutable.empty();
+  }
+
+  @Override
+  public Page<ENTITY> list(Query listQuery) {
+    PageRequest pageRequest = PageRequest.of(DEFAULT_PAGE_INDEX - 1, DEFAULT_PAGE_SIZE, Sort.by(SimpleEntity_.CREATED_TIME).descending());
+    if (ObjectUtil.isNotNull(listQuery.getPage())) {
+      pageRequest = PageRequest.of(
+          ObjectUtil.defaultIfNull(listQuery.getPage().getIndex(), DEFAULT_PAGE_INDEX) - 1,
+          ObjectUtil.defaultIfNull(listQuery.getPage().getSize(), DEFAULT_PAGE_SIZE),
+          Sort.by(SimpleEntity_.CREATED_TIME).descending()
+      );
+    }
+    return repository.findAll(
+        (root, query, builder) -> {
+          MutableList<Predicate> predicates = Lists.mutable.ofAll(listPredicate(root, query, builder));
+          predicates.addAllIterable(queryPredicates(listQuery.getQuery(), root, query, builder));
+          return builder.and(predicates.reject(ObjectUtil::isNull).toArray(new Predicate[predicates.size()]));
+        },
+        pageRequest
+    );
+  }
+
+  @Override
+  public Optional<ENTITY> detailOptional(Long id) {
+    if (ObjectUtil.isNull(id)) {
+      return Optional.empty();
+    }
+    return repository.findOne(
+        (root, query, builder) -> {
+          MutableList<Predicate> predicates = Lists.mutable.ofAll(listPredicate(root, query, builder));
+          predicates.add(builder.equal(root.get(IdOnlyEntity_.id), id));
+          return builder.and(predicates.reject(ObjectUtil::isNull).toArray(new Predicate[predicates.size()]));
+        }
+    );
+  }
+
+  @Override
+  public ENTITY detail(Long id) {
+    return detailOrNull(id);
+  }
+
+  @Override
+  public ENTITY detailOrThrow(Long id) {
+    return detailOptional(id).orElseThrow(() -> new IdNotFoundException(id));
+  }
+
+  @Override
+  public ENTITY detailOrNull(Long id) {
+    return detailOptional(id).orElse(null);
+  }
+
+  @Transactional(rollbackOn = Throwable.class)
+  @Override
+  public void remove(Long id) {
+    if (ObjectUtil.isNotNull(id)) {
+      repository.deleteById(id);
+    }
+  }
+
+  public static final class IdNotFoundException extends RuntimeException {
+    public IdNotFoundException() {
+      super("资源不存在");
+    }
+
+    public IdNotFoundException(Long id) {
+      super(StrUtil.format("ID为{}的资源不存在", id));
+    }
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/configuration/SnowflakeIdGenerator.java

@@ -0,0 +1,92 @@
+package com.lanyuanxiaoyao.service.ai.web.configuration;
+
+import java.io.Serializable;
+import java.time.Instant;
+import lombok.extern.slf4j.Slf4j;
+import org.hibernate.engine.spi.SharedSessionContractImplementor;
+import org.hibernate.id.IdentifierGenerator;
+
+/**
+ * 使用雪花算法作为ID生成器
+ *
+ * @author lanyuanxiaoyao
+ * @date 2024-11-14
+ */
+@Slf4j
+public class SnowflakeIdGenerator implements IdentifierGenerator {
+
+  @Override
+  public Serializable generate(SharedSessionContractImplementor session, Object object) {
+    try {
+      return Snowflake.next();
+    } catch (Exception e) {
+      log.error("Generate snowflake id failed", e);
+      throw new RuntimeException(e);
+    }
+  }
+
+  public static class Snowflake {
+    /**
+     * 起始的时间戳
+     */
+    private final static long START_TIMESTAMP = 1;
+
+    /**
+     * 序列号占用的位数
+     */
+    private final static long SEQUENCE_BIT = 11;
+
+    /**
+     * 序列号最大值
+     */
+    private final static long MAX_SEQUENCE_BIT = ~(-1 << SEQUENCE_BIT);
+
+    /**
+     * 时间戳值向左位移
+     */
+    private final static long TIMESTAMP_OFFSET = SEQUENCE_BIT;
+
+    /**
+     * 序列号
+     */
+    private static long sequence = 0;
+    /**
+     * 上一次时间戳
+     */
+    private static long lastTimestamp = -1;
+
+    public static synchronized long next() {
+      long currentTimestamp = nowTimestamp();
+      if (currentTimestamp < lastTimestamp) {
+        throw new RuntimeException("Clock have moved backwards.");
+      }
+
+      if (currentTimestamp == lastTimestamp) {
+        // 相同毫秒内, 序列号自增
+        sequence = (sequence + 1) & MAX_SEQUENCE_BIT;
+        // 同一毫秒的序列数已经达到最大
+        if (sequence == 0) {
+          currentTimestamp = nextTimestamp();
+        }
+      } else {
+        // 不同毫秒内, 序列号置为0
+        sequence = 0;
+      }
+
+      lastTimestamp = currentTimestamp;
+      return (currentTimestamp - START_TIMESTAMP) << TIMESTAMP_OFFSET | sequence;
+    }
+
+    private static long nextTimestamp() {
+      long milli = nowTimestamp();
+      while (milli <= lastTimestamp) {
+        milli = nowTimestamp();
+      }
+      return milli;
+    }
+
+    private static long nowTimestamp() {
+      return Instant.now().toEpochMilli();
+    }
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/configuration/SpringBeanGetter.java

@@ -0,0 +1,24 @@
+package com.lanyuanxiaoyao.service.ai.web.configuration;
+
+import org.springframework.beans.BeansException;
+import org.springframework.context.ApplicationContext;
+import org.springframework.context.ApplicationContextAware;
+import org.springframework.stereotype.Component;
+
+@Component
+public class SpringBeanGetter implements ApplicationContextAware {
+  private static ApplicationContext context;
+
+  public static <T> T getBean(Class<T> clazz) {
+    return context.getBean(clazz);
+  }
+
+  public static <T> T getBean(String name, Class<T> clazz) {
+    return context.getBean(name, clazz);
+  }
+
+  @Override
+  public void setApplicationContext(ApplicationContext context) throws BeansException {
+    SpringBeanGetter.context = context;
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/controller/DataFileController.java

@@ -8,7 +8,7 @@ import cn.hutool.crypto.SecureUtil;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
 import com.lanyuanxiaoyao.service.ai.web.configuration.FileStoreProperties;
-import com.lanyuanxiaoyao.service.ai.web.entity.vo.DataFileVO;
+import com.lanyuanxiaoyao.service.ai.web.entity.DataFile;
 import com.lanyuanxiaoyao.service.ai.web.service.DataFileService;
 import jakarta.servlet.http.HttpServletResponse;
 import java.io.ByteArrayInputStream;
@@ -81,7 +81,7 @@ public class DataFileController {
 
   @GetMapping("/download/{id}")
   public void download(@PathVariable("id") Long id, HttpServletResponse response) throws IOException {
-    DataFileVO dataFile = dataFileService.downloadFile(id);
+    DataFile dataFile = dataFileService.downloadFile(id);
     File targetFile = new File(dataFile.getPath());
     response.setHeader("Content-Type", dataFile.getType());
     response.setHeader("Access-Control-Expose-Headers", "Content-Disposition");

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/controller/feedback/FeedbackController.java

@@ -1,52 +1,40 @@
 package com.lanyuanxiaoyao.service.ai.web.controller.feedback;
 
-import cn.hutool.core.util.ObjectUtil;
-import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisCrudResponse;
-import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
-import com.lanyuanxiaoyao.service.ai.web.configuration.FileStoreProperties;
+import com.lanyuanxiaoyao.service.ai.web.base.controller.SimpleControllerSupport;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.IdOnlyEntity;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleItem;
 import com.lanyuanxiaoyao.service.ai.web.entity.Feedback;
+import com.lanyuanxiaoyao.service.ai.web.service.DataFileService;
 import com.lanyuanxiaoyao.service.ai.web.service.feedback.FeedbackService;
 import lombok.Data;
+import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import org.eclipse.collections.api.factory.Lists;
-import org.eclipse.collections.api.list.ImmutableList;
+import org.eclipse.collections.api.factory.Sets;
+import org.eclipse.collections.api.set.ImmutableSet;
+import org.mapstruct.Mapping;
+import org.mapstruct.factory.Mappers;
 import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.PostMapping;
 import org.springframework.web.bind.annotation.RequestBody;
 import org.springframework.web.bind.annotation.RequestMapping;
-import org.springframework.web.bind.annotation.RequestParam;
 import org.springframework.web.bind.annotation.RestController;
 
 @Slf4j
 @RestController
 @RequestMapping("feedback")
-public class FeedbackController {
-  private final FileStoreProperties fileStoreProperties;
+public class FeedbackController extends SimpleControllerSupport<Feedback, FeedbackController.SaveItem, FeedbackController.ListItem, FeedbackController.ListItem> {
   private final FeedbackService feedbackService;
+  private final DataFileService dataFileService;
 
-  public FeedbackController(FileStoreProperties fileStoreProperties, FeedbackService feedbackService) {
-    this.fileStoreProperties = fileStoreProperties;
+  public FeedbackController(FeedbackService feedbackService, DataFileService dataFileService) {
+    super(feedbackService);
     this.feedbackService = feedbackService;
+    this.dataFileService = dataFileService;
   }
 
-  @PostMapping("add")
-  public void add(@RequestBody CreateItem item) {
-    feedbackService.add(item.source, ObjectUtil.defaultIfNull(item.pictures, Lists.immutable.empty()));
-  }
-
-  @GetMapping("list")
-  public AmisCrudResponse list() {
-    return AmisResponse.responseCrudData(feedbackService.list().collect(feedback -> new ListItem(fileStoreProperties, feedback)));
-  }
-
-  @GetMapping("delete")
-  public void delete(@RequestParam("id") Long id) {
-    feedbackService.remove(id);
-  }
-
-  @GetMapping("reanalysis")
-  public void reanalysis(@RequestParam("id") Long id) {
+  @GetMapping("reanalysis/{id}")
+  public void reanalysis(@PathVariable("id") Long id) {
     feedbackService.reanalysis(id);
   }
 
@@ -55,10 +43,31 @@ public class FeedbackController {
     feedbackService.updateConclusion(item.getId(), item.getConclusion());
   }
 
+  @Override
+  protected SaveItemMapper<Feedback, SaveItem> saveItemMapper() {
+    return item -> {
+      Feedback feedback = new Feedback();
+      feedback.setSource(item.getSource());
+      feedback.setPictures(dataFileService.downloadFile(item.getPictures()).toSet());
+      return feedback;
+    };
+  }
+
+  @Override
+  protected ListItemMapper<Feedback, ListItem> listItemMapper() {
+    return Mappers.getMapper(ListItem.Mapper.class);
+  }
+
+  @Override
+  protected DetailItemMapper<Feedback, ListItem> detailItemMapper() {
+    ListItemMapper<Feedback, ListItem> mapper = listItemMapper();
+    return mapper::from;
+  }
+
   @Data
-  public static final class CreateItem {
+  public static final class SaveItem {
     private String source;
-    private ImmutableList<Long> pictures;
+    private ImmutableSet<Long> pictures;
   }
 
   @Data
@@ -68,22 +77,24 @@ public class FeedbackController {
   }
 
   @Data
-  public static final class ListItem {
-    private Long id;
+  @EqualsAndHashCode(callSuper = true)
+  public static class ListItem extends SimpleItem {
     private String source;
-    private ImmutableList<String> pictures;
-    private Feedback.Status status;
+    private ImmutableSet<Long> pictures;
     private String analysis;
     private String conclusion;
+    private Feedback.Status status;
 
-    public ListItem(FileStoreProperties fileStoreProperties, Feedback feedback) {
-      this.id = feedback.getId();
-      this.source = feedback.getSource();
-      this.pictures = feedback.getPictureIds()
-          .collect(id -> StrUtil.format("{}/upload/download/{}", fileStoreProperties.getDownloadPrefix(), id));
-      this.status = feedback.getStatus();
-      this.analysis = feedback.getAnalysis();
-      this.conclusion = feedback.getConclusion();
+    @org.mapstruct.Mapper(
+        imports = {
+            IdOnlyEntity.class,
+            Sets.class
+        }
+    )
+    public interface Mapper extends ListItemMapper<Feedback, ListItem> {
+      @Mapping(target = "pictures", expression = "java(Sets.immutable.ofAll(feedback.getPictures()).collect(IdOnlyEntity::getId))")
+      @Override
+      ListItem from(Feedback feedback);
     }
   }
 }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/controller/knowledge/GroupController.java

@@ -1,12 +1,15 @@
 package com.lanyuanxiaoyao.service.ai.web.controller.knowledge;
 
-import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
+import com.lanyuanxiaoyao.service.ai.web.base.controller.SimpleControllerSupport;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleItem;
+import com.lanyuanxiaoyao.service.ai.web.entity.Group;
 import com.lanyuanxiaoyao.service.ai.web.service.knowledge.GroupService;
-import java.util.concurrent.ExecutionException;
+import com.lanyuanxiaoyao.service.ai.web.service.knowledge.KnowledgeBaseService;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
-import org.springframework.web.bind.annotation.GetMapping;
+import org.mapstruct.factory.Mappers;
 import org.springframework.web.bind.annotation.RequestMapping;
-import org.springframework.web.bind.annotation.RequestParam;
 import org.springframework.web.bind.annotation.RestController;
 
 /**
@@ -16,21 +19,49 @@ import org.springframework.web.bind.annotation.RestController;
 @Slf4j
 @RestController
 @RequestMapping("knowledge/group")
-public class GroupController {
-  private final GroupService groupService;
+public class GroupController extends SimpleControllerSupport<Group, GroupController.SaveItem, GroupController.ListItem, GroupController.ListItem> {
+  private final KnowledgeBaseService knowledgeBaseService;
 
-  public GroupController(GroupService groupService) {
-    this.groupService = groupService;
+  public GroupController(GroupService groupService, KnowledgeBaseService knowledgeBaseService) {
+    super(groupService);
+    this.knowledgeBaseService = knowledgeBaseService;
   }
 
-  @GetMapping("list")
-  public AmisResponse<?> list(@RequestParam("knowledge_id") Long knowledgeId) {
-    return AmisResponse.responseCrudData(groupService.list(knowledgeId));
+  @Override
+  protected SaveItemMapper<Group, SaveItem> saveItemMapper() {
+    return item -> {
+      Group group = new Group();
+      group.setName(item.getName());
+      group.setKnowledge(knowledgeBaseService.detailOrThrow(item.getKnowledgeId()));
+      return group;
+    };
   }
 
-  @GetMapping("delete")
-  public AmisResponse<?> delete(@RequestParam("id") Long id) throws ExecutionException, InterruptedException {
-    groupService.remove(id);
-    return AmisResponse.responseSuccess();
+  @Override
+  protected ListItemMapper<Group, ListItem> listItemMapper() {
+    return Mappers.getMapper(ListItem.Mapper.class);
+  }
+
+  @Override
+  protected DetailItemMapper<Group, ListItem> detailItemMapper() {
+    ListItemMapper<Group, ListItem> mapper = listItemMapper();
+    return mapper::from;
+  }
+
+  @Data
+  public static final class SaveItem {
+    private String name;
+    private Long knowledgeId;
+  }
+
+  @Data
+  @EqualsAndHashCode(callSuper = true)
+  public static final class ListItem extends SimpleItem {
+    private String name;
+    private Group.Status status;
+
+    @org.mapstruct.Mapper
+    public interface Mapper extends ListItemMapper<Group, ListItem> {
+    }
   }
 }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/controller/knowledge/KnowledgeBaseController.java

@@ -3,15 +3,24 @@ package com.lanyuanxiaoyao.service.ai.web.controller.knowledge;
 import cn.hutool.core.util.StrUtil;
 import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisMapResponse;
 import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
+import com.lanyuanxiaoyao.service.ai.web.base.controller.SimpleControllerSupport;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleItem;
+import com.lanyuanxiaoyao.service.ai.web.entity.Knowledge;
 import com.lanyuanxiaoyao.service.ai.web.entity.vo.SegmentVO;
 import com.lanyuanxiaoyao.service.ai.web.service.EmbeddingService;
 import com.lanyuanxiaoyao.service.ai.web.service.knowledge.KnowledgeBaseService;
+import io.qdrant.client.grpc.Collections;
 import java.io.IOException;
 import java.util.concurrent.ExecutionException;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
 import lombok.extern.slf4j.Slf4j;
 import org.eclipse.collections.api.factory.Lists;
 import org.eclipse.collections.api.list.ImmutableList;
+import org.mapstruct.Mapping;
+import org.mapstruct.factory.Mappers;
 import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.PostMapping;
 import org.springframework.web.bind.annotation.RequestBody;
 import org.springframework.web.bind.annotation.RequestMapping;
@@ -25,58 +34,52 @@ import org.springframework.web.bind.annotation.RestController;
 @Slf4j
 @RestController
 @RequestMapping("knowledge")
-public class KnowledgeBaseController {
+public class KnowledgeBaseController extends SimpleControllerSupport<Knowledge, KnowledgeBaseController.SaveItem, KnowledgeBaseController.ListItem, KnowledgeBaseController.ListItem> {
   private final KnowledgeBaseService knowledgeBaseService;
   private final EmbeddingService embeddingService;
 
   public KnowledgeBaseController(KnowledgeBaseService knowledgeBaseService, EmbeddingService embeddingService) {
+    super(knowledgeBaseService);
     this.knowledgeBaseService = knowledgeBaseService;
     this.embeddingService = embeddingService;
   }
 
-  @PostMapping("add")
-  public void add(
-      @RequestParam("name") String name,
-      @RequestParam("description") String description,
-      @RequestParam("strategy") String strategy
-  ) throws ExecutionException, InterruptedException {
-    knowledgeBaseService.add(name, description, strategy);
+  @Override
+  protected SaveItemMapper<Knowledge, SaveItem> saveItemMapper() {
+    return Mappers.getMapper(SaveItem.Mapper.class);
+  }
+
+  @Override
+  protected ListItemMapper<Knowledge, ListItem> listItemMapper() {
+    ListItem.Mapper mapper = Mappers.getMapper(ListItem.Mapper.class);
+    return knowledge -> mapper.from(knowledge, knowledgeBaseService.collectionInfo(knowledge.getVectorSourceId()));
+  }
+
+  @Override
+  protected DetailItemMapper<Knowledge, ListItem> detailItemMapper() {
+    ListItem.Mapper mapper = Mappers.getMapper(ListItem.Mapper.class);
+    return knowledge -> mapper.from(knowledge, knowledgeBaseService.collectionInfo(knowledge.getVectorSourceId()));
+  }
+
+  @GetMapping("{id}/name")
+  public AmisMapResponse name(@PathVariable("id") Long id) {
+    return AmisResponse.responseMapData()
+        .setData("name", knowledgeBaseService.getName(id));
   }
 
   @PostMapping("update_description")
   public void updateDescription(
       @RequestParam("id") Long id,
       @RequestParam("description") String description
-  ) {
+  ) throws Exception {
     knowledgeBaseService.updateDescription(id, description);
   }
 
-  @GetMapping("name")
-  public AmisMapResponse name(@RequestParam("id") Long id) {
-    return AmisResponse.responseMapData()
-        .setData("name", knowledgeBaseService.getName(id));
-  }
-
-  @GetMapping("list")
-  public AmisResponse<?> list() {
-    return AmisResponse.responseCrudData(knowledgeBaseService.list());
-  }
-
-  @GetMapping("delete")
-  public void delete(@RequestParam("id") Long id) throws ExecutionException, InterruptedException {
-    knowledgeBaseService.remove(id);
-  }
-
   @PostMapping("preview_text")
-  public AmisResponse<?> previewText(
-      @RequestParam(value = "mode", defaultValue = "NORMAL") String mode,
-      @RequestParam(value = "type", defaultValue = "text") String type,
-      @RequestParam(value = "content", required = false) String content,
-      @RequestParam(value = "files", required = false) String files
-  ) {
-    if (StrUtil.equals("text", type)) {
+  public AmisResponse<?> previewText(@RequestBody SubmitItem item) {
+    if (StrUtil.equals("text", item.getType())) {
       return AmisResponse.responseCrudData(
-          embeddingService.preview(mode, content)
+          embeddingService.preview(item.getMode(), item.getContent())
               .collect(doc -> {
                 SegmentVO vo = new SegmentVO();
                 vo.setId(doc.getId());
@@ -84,9 +87,9 @@ public class KnowledgeBaseController {
                 return vo;
               })
       );
-    } else if (StrUtil.equals("file", type)) {
+    } else if (StrUtil.equals("file", item.getType())) {
       return AmisResponse.responseCrudData(
-          embeddingService.preview(mode, Lists.immutable.of(files.split(",")))
+          embeddingService.preview(item.getMode(), item.getFiles())
               .collect(doc -> {
                 SegmentVO vo = new SegmentVO();
                 vo.setId(doc.getId());
@@ -95,44 +98,87 @@ public class KnowledgeBaseController {
               })
       );
     } else {
-      throw new IllegalArgumentException("Unsupported type: " + type);
+      throw new IllegalArgumentException("Unsupported type: " + item.getType());
     }
   }
 
   @PostMapping("submit_text")
-  public void submitText(
-      @RequestParam("id") Long id,
-      @RequestParam(value = "mode", defaultValue = "NORMAL") String mode,
-      @RequestParam(value = "type", defaultValue = "text") String type,
-      @RequestParam(value = "content", required = false) String content,
-      @RequestParam(value = "files", required = false) String files
-  ) {
-    if (StrUtil.equals("text", type)) {
-      embeddingService.submit(id, mode, content);
-    } else if (StrUtil.equals("file", type)) {
-      embeddingService.submit(id, mode, Lists.immutable.of(files.split(",")));
+  public void submitText(@RequestBody SubmitItem item) {
+    if (StrUtil.equals("text", item.getMode())) {
+      embeddingService.submit(item.getId(), item.getMode(), item.getContent());
+    } else if (StrUtil.equals("file", item.getType())) {
+      embeddingService.submit(item.getId(), item.getMode(), item.getFiles());
     } else {
-      throw new IllegalArgumentException("Unsupported type: " + type);
+      throw new IllegalArgumentException("Unsupported type: " + item.getType());
     }
   }
 
   @PostMapping("submit_text_directly")
-  public void submitDirectly(
-      @RequestParam("id") Long id,
-      @RequestParam(value = "name", required = false) String name,
-      @RequestParam(value = "split_key", defaultValue = "\n\n") String splitKey,
-      @RequestBody String content
-  ) {
-    embeddingService.submitDirectly(id, name, Lists.immutable.of(content.split(splitKey)));
+  public void submitDirectly(@RequestBody SubmitDirectlyItem item) {
+    embeddingService.submitDirectly(item.getId(), item.getName(), Lists.immutable.ofAll(StrUtil.split(item.getContent(), item.getSplitKey())));
   }
 
   @PostMapping("query")
-  public ImmutableList<String> query(
-      @RequestParam("id") Long id,
-      @RequestParam(value = "limit", defaultValue = "5") Integer limit,
-      @RequestParam(value = "threshold", defaultValue = "0.6") Double threshold,
-      @RequestBody String text
-  ) throws ExecutionException, InterruptedException, IOException {
-    return knowledgeBaseService.query(id, text, limit, threshold);
+  public ImmutableList<String> query(@RequestBody QueryItem item) throws ExecutionException, InterruptedException, IOException {
+    return knowledgeBaseService.query(item.getId(), item.getText(), item.getLimit(), item.getThreshold());
+  }
+
+  @Data
+  public static final class SaveItem {
+    private String name;
+    private String strategy;
+    private String description;
+
+    @org.mapstruct.Mapper
+    public interface Mapper extends SaveItemMapper<Knowledge, SaveItem> {
+    }
+  }
+
+  @Data
+  @EqualsAndHashCode(callSuper = true)
+  public static final class ListItem extends SimpleItem {
+    private Long vectorSourceId;
+    private String name;
+    private String description;
+    private String strategy;
+    private Long size;
+    private Long points;
+    private Long segments;
+    private String status;
+
+    @org.mapstruct.Mapper
+    public interface Mapper extends ListItemMapper<Knowledge, ListItem> {
+      @Mapping(source = "info.config.params.vectorsConfig.params.distance", target = "strategy")
+      @Mapping(source = "info.config.params.vectorsConfig.params.size", target = "size")
+      @Mapping(source = "info.pointsCount", target = "points")
+      @Mapping(source = "info.segmentsCount", target = "segments")
+      @Mapping(source = "info.status", target = "status")
+      ListItem from(Knowledge knowledge, Collections.CollectionInfo info);
+    }
+  }
+
+  @Data
+  public static final class SubmitItem {
+    private Long id;
+    private String mode;
+    private String type;
+    private String content;
+    private ImmutableList<Long> files;
+  }
+
+  @Data
+  public static final class SubmitDirectlyItem {
+    private Long id;
+    private String name;
+    private String splitKey = "\n\n";
+    private String content;
+  }
+
+  @Data
+  public static final class QueryItem {
+    private Long id;
+    private Integer limit = 5;
+    private Double threshold = 0.6;
+    private String text;
   }
 }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/controller/task/TaskController.java

@@ -0,0 +1,93 @@
+package com.lanyuanxiaoyao.service.ai.web.controller.task;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.lanyuanxiaoyao.service.ai.web.base.controller.SimpleControllerSupport;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleItem;
+import com.lanyuanxiaoyao.service.ai.web.entity.FlowTask;
+import com.lanyuanxiaoyao.service.ai.web.entity.FlowTaskTemplate;
+import com.lanyuanxiaoyao.service.ai.web.service.task.FlowTaskService;
+import com.lanyuanxiaoyao.service.ai.web.service.task.FlowTaskTemplateService;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import lombok.extern.slf4j.Slf4j;
+import org.mapstruct.Context;
+import org.mapstruct.Mapping;
+import org.mapstruct.factory.Mappers;
+import org.springframework.http.converter.json.Jackson2ObjectMapperBuilder;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+@Slf4j
+@RestController
+@RequestMapping("flow_task")
+public class TaskController extends SimpleControllerSupport<FlowTask, TaskController.SaveItem, TaskController.ListItem, TaskController.DetailItem> {
+  private final FlowTaskTemplateService flowTaskTemplateService;
+  private final ObjectMapper mapper;
+
+  public TaskController(FlowTaskService flowTaskService, FlowTaskTemplateService flowTaskTemplateService, Jackson2ObjectMapperBuilder builder) {
+    super(flowTaskService);
+    this.flowTaskTemplateService = flowTaskTemplateService;
+    this.mapper = builder.build();
+  }
+
+  @Override
+  protected SaveItemMapper<FlowTask, SaveItem> saveItemMapper() {
+    return item -> {
+      FlowTask task = new FlowTask();
+      FlowTaskTemplate template = flowTaskTemplateService.detailOrThrow(item.getTemplateId());
+      task.setTemplate(template);
+      task.setInput(mapper.writeValueAsString(item.getInput()));
+      return task;
+    };
+  }
+
+  @Override
+  protected ListItemMapper<FlowTask, ListItem> listItemMapper() {
+    ListItem.Mapper map = Mappers.getMapper(ListItem.Mapper.class);
+    return task -> map.from(task, mapper);
+  }
+
+  @Override
+  protected DetailItemMapper<FlowTask, DetailItem> detailItemMapper() {
+    DetailItem.Mapper map = Mappers.getMapper(DetailItem.Mapper.class);
+    return task -> map.from(task, mapper);
+  }
+
+  @Data
+  public static final class SaveItem {
+    private Long templateId;
+    private Object input;
+  }
+
+  @Data
+  @EqualsAndHashCode(callSuper = true)
+  public static class ListItem extends SimpleItem {
+    private Long templateId;
+    private Object input;
+    private FlowTask.Status status;
+
+    @org.mapstruct.Mapper
+    public static abstract class Mapper {
+      @Mapping(target = "templateId", source = "task.template.id")
+      public abstract ListItem from(FlowTask task, @Context ObjectMapper mapper) throws JsonProcessingException;
+
+      protected Object mapInput(String input, @Context ObjectMapper mapper) throws JsonProcessingException {
+        return mapper.readValue(input, Object.class);
+      }
+    }
+  }
+
+  @Data
+  @EqualsAndHashCode(callSuper = true)
+  public static class DetailItem extends ListItem {
+    private String error;
+    private String result;
+
+    @org.mapstruct.Mapper
+    public static abstract class Mapper extends ListItem.Mapper {
+      @Mapping(target = "templateId", source = "task.template.id")
+      public abstract DetailItem from(FlowTask task, @Context ObjectMapper mapper) throws JsonProcessingException;
+    }
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/controller/task/TaskTemplateController.java

@@ -0,0 +1,111 @@
+package com.lanyuanxiaoyao.service.ai.web.controller.task;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
+import com.lanyuanxiaoyao.service.ai.web.base.controller.SimpleControllerSupport;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleItem;
+import com.lanyuanxiaoyao.service.ai.web.entity.FlowTaskTemplate;
+import com.lanyuanxiaoyao.service.ai.web.service.task.FlowTaskTemplateService;
+import java.util.Map;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import lombok.extern.slf4j.Slf4j;
+import org.mapstruct.Context;
+import org.mapstruct.factory.Mappers;
+import org.springframework.http.converter.json.Jackson2ObjectMapperBuilder;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+@Slf4j
+@RestController
+@RequestMapping("flow_task/template")
+public class TaskTemplateController extends SimpleControllerSupport<FlowTaskTemplate, TaskTemplateController.SaveItem, TaskTemplateController.ListItem, TaskTemplateController.DetailItem> {
+  private final FlowTaskTemplateService flowTaskTemplateService;
+  private final ObjectMapper mapper;
+
+  public TaskTemplateController(FlowTaskTemplateService flowTaskTemplateService, Jackson2ObjectMapperBuilder builder) {
+    super(flowTaskTemplateService);
+    this.flowTaskTemplateService = flowTaskTemplateService;
+    this.mapper = builder.build();
+  }
+
+  @PostMapping("update_flow_graph")
+  public AmisResponse<?> updateFlowGraph(@RequestBody UpdateGraphItem item) throws JsonProcessingException {
+    flowTaskTemplateService.updateFlowGraph(item.getId(), mapper.writeValueAsString(item.getGraph()));
+    return AmisResponse.responseSuccess();
+  }
+
+  @Override
+  protected SaveItemMapper<FlowTaskTemplate, SaveItem> saveItemMapper() {
+    SaveItem.Mapper map = Mappers.getMapper(SaveItem.Mapper.class);
+    return item -> map.from(item, mapper);
+  }
+
+  @Override
+  protected ListItemMapper<FlowTaskTemplate, ListItem> listItemMapper() {
+    return Mappers.getMapper(ListItem.Mapper.class);
+  }
+
+  @Override
+  protected DetailItemMapper<FlowTaskTemplate, DetailItem> detailItemMapper() {
+    DetailItem.Mapper map = Mappers.getMapper(DetailItem.Mapper.class);
+    return template -> map.from(template, mapper);
+  }
+
+  @Data
+  public static final class SaveItem {
+    private Long id;
+    private String name;
+    private String description;
+    private Map<String, Object> inputSchema;
+
+    @org.mapstruct.Mapper
+    public static abstract class Mapper {
+      public abstract FlowTaskTemplate from(SaveItem saveItem, @Context ObjectMapper mapper) throws Exception;
+
+      protected String mapInputSchema(Map<String, Object> inputSchema, @Context ObjectMapper mapper) throws JsonProcessingException {
+        return mapper.writeValueAsString(inputSchema);
+      }
+    }
+  }
+
+  @Data
+  @EqualsAndHashCode(callSuper = true)
+  public static class ListItem extends SimpleItem {
+    private String name;
+    private String description;
+
+    @org.mapstruct.Mapper
+    public interface Mapper extends ListItemMapper<FlowTaskTemplate, ListItem> {
+    }
+  }
+
+  @Data
+  @EqualsAndHashCode(callSuper = true)
+  public static class DetailItem extends SimpleItem {
+    private String name;
+    private String description;
+    private Map<String, Object> inputSchema;
+    private Map<String, Object> flowGraph;
+
+    @org.mapstruct.Mapper
+    public static abstract class Mapper {
+      public abstract DetailItem from(FlowTaskTemplate template, @Context ObjectMapper mapper) throws Exception;
+
+      public Map<String, Object> mapJson(String source, @Context ObjectMapper mapper) throws Exception {
+        return mapper.readValue(source, new TypeReference<>() {
+        });
+      }
+    }
+  }
+
+  @Data
+  public static class UpdateGraphItem {
+    private Long id;
+    private Map<String, Object> graph;
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/FlowExecutor.java

@@ -0,0 +1,27 @@
+package com.lanyuanxiaoyao.service.ai.web.engine;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowGraph;
+import com.lanyuanxiaoyao.service.ai.web.engine.store.FlowStore;
+import java.lang.reflect.InvocationTargetException;
+import org.eclipse.collections.api.map.ImmutableMap;
+
+/**
+ * 流程执行器
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250630
+ */
+public class FlowExecutor {
+  private final FlowStore flowStore;
+  private final ImmutableMap<String, Class<? extends FlowNodeRunner>> runnerMap;
+
+  public FlowExecutor(FlowStore flowStore, ImmutableMap<String, Class<? extends FlowNodeRunner>> runnerMap) {
+    this.flowStore = flowStore;
+    this.runnerMap = runnerMap;
+  }
+
+  public void execute(FlowGraph graph) throws InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
+    var runner = new FlowGraphRunner(graph, flowStore, runnerMap);
+    runner.run();
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/FlowGraphRunner.java

@@ -0,0 +1,107 @@
+package com.lanyuanxiaoyao.service.ai.web.engine;
+
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowContext;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowEdge;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowGraph;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowNode;
+import com.lanyuanxiaoyao.service.ai.web.engine.store.FlowStore;
+import java.lang.reflect.InvocationTargetException;
+import java.util.LinkedList;
+import java.util.Queue;
+import org.eclipse.collections.api.map.ImmutableMap;
+import org.eclipse.collections.api.multimap.set.ImmutableSetMultimap;
+
+/**
+ * Graph执行器
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250701
+ */
+public final class FlowGraphRunner {
+  private final FlowGraph flowGraph;
+  private final FlowStore flowStore;
+  private final ImmutableMap<String, Class<? extends FlowNodeRunner>> nodeRunnerClass;
+  private final Queue<FlowNode> executionQueue = new LinkedList<>();
+  private final ImmutableSetMultimap<String, FlowEdge> nodeInputMap;
+  private final ImmutableSetMultimap<String, FlowEdge> nodeOutputMap;
+  private final ImmutableMap<String, FlowNode> nodeMap;
+
+  public FlowGraphRunner(FlowGraph flowGraph, FlowStore flowStore, ImmutableMap<String, Class<? extends FlowNodeRunner>> nodeRunnerClass) {
+    this.flowGraph = flowGraph;
+    this.flowStore = flowStore;
+    this.nodeRunnerClass = nodeRunnerClass;
+
+    nodeInputMap = flowGraph.edges().groupBy(FlowEdge::target);
+    nodeOutputMap = flowGraph.edges().groupBy(FlowEdge::source);
+    nodeMap = flowGraph.nodes().toImmutableMap(FlowNode::id, node -> node);
+  }
+
+  public void run() throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
+    flowStore.init(flowGraph);
+
+    var context = new FlowContext();
+    for (FlowNode node : flowGraph.nodes()) {
+      executionQueue.offer(node);
+    }
+    while (!executionQueue.isEmpty()) {
+      var node = executionQueue.poll();
+      process(node, context);
+    }
+  }
+
+  private void process(FlowNode node, FlowContext context) throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
+    if (
+        (
+            // 没有入节点，即开始节点
+            !nodeInputMap.containsKey(node.id())
+            // 或者所有入的边状态都已经完成
+            || nodeInputMap.get(node.id()).allSatisfy(edge -> flowStore.checkEdgeStatus(flowGraph.id(), edge.id(), FlowEdge.Status.EXECUTE, FlowEdge.Status.SKIP))
+        )
+        // 当前节点还未执行
+        && flowStore.checkNodeStatus(flowGraph.id(), node.id(), FlowNode.Status.INITIAL)
+    ) {
+      // 是开始节点或入的边有至少一条是「执行」
+      if (
+          !nodeInputMap.containsKey(node.id())
+          || nodeInputMap.get(node.id()).anySatisfy(edge -> flowStore.checkEdgeStatus(flowGraph.id(), edge.id(), FlowEdge.Status.EXECUTE))
+      ) {
+        flowStore.updateNodeToRunning(flowGraph.id(), node.id());
+
+        var runnerClazz = nodeRunnerClass.get(node.type());
+        var runner = runnerClazz.getDeclaredConstructor().newInstance();
+        runner.setNodeId(node.id());
+        runner.setContext(context);
+        runner.run();
+
+        if (runner instanceof FlowNodeOptionalRunner) {
+          var targetPoint = ((FlowNodeOptionalRunner) runner).getTargetPoint();
+          for (FlowEdge edge : nodeOutputMap.get(node.id())) {
+            if (StrUtil.equals(targetPoint, edge.sourcePoint())) {
+              flowStore.updateEdgeToExecute(flowGraph.id(), edge.id());
+            } else {
+              flowStore.updateEdgeToSkip(flowGraph.id(), edge.id());
+            }
+            executionQueue.offer(nodeMap.get(edge.target()));
+          }
+        } else {
+          for (FlowEdge edge : nodeOutputMap.get(node.id())) {
+            flowStore.updateEdgeToExecute(flowGraph.id(), edge.id());
+            executionQueue.offer(nodeMap.get(edge.target()));
+          }
+        }
+
+        flowStore.updateNodeToFinished(flowGraph.id(), node.id());
+      }
+      // 所有入的边都是跳过，当前节点就跳过
+      else {
+        flowStore.updateNodeToSkipped(flowGraph.id(), node.id());
+
+        for (FlowEdge edge : nodeOutputMap.get(node.id())) {
+          flowStore.updateEdgeToSkip(flowGraph.id(), edge.id());
+          executionQueue.offer(nodeMap.get(edge.target()));
+        }
+      }
+    }
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/FlowNodeOptionalRunner.java

@@ -0,0 +1,15 @@
+package com.lanyuanxiaoyao.service.ai.web.engine;
+
+import lombok.Getter;
+
+public abstract class FlowNodeOptionalRunner extends FlowNodeRunner {
+  @Getter
+  private String targetPoint;
+
+  public abstract String runOptional();
+
+  @Override
+  public void run() {
+    this.targetPoint = runOptional();
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/FlowNodeRunner.java

@@ -0,0 +1,31 @@
+package com.lanyuanxiaoyao.service.ai.web.engine;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowContext;
+import lombok.Getter;
+
+public abstract class FlowNodeRunner {
+  @Getter
+  private String nodeId;
+  @Getter
+  private FlowContext context;
+
+  public abstract void run();
+
+  void setNodeId(String nodeId) {
+    this.nodeId = nodeId;
+  }
+
+  void setContext(FlowContext context) {
+    this.context = context;
+  }
+
+  protected <T> T getData(String key) {
+    var data = context.get(nodeId);
+    return (T) data.get(key);
+  }
+
+  protected <T> void setData(String key, T value) {
+    var data = context.get(nodeId);
+    data.put(key, value);
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/entity/FlowContext.java

@@ -0,0 +1,17 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.entity;
+
+import lombok.Data;
+import org.eclipse.collections.api.factory.Maps;
+import org.eclipse.collections.api.map.MutableMap;
+
+@Data
+public class FlowContext {
+  private MutableMap<String, MutableMap<String, Object>> data = Maps.mutable.<String, MutableMap<String, Object>>empty().asSynchronized();
+
+  public MutableMap<String, Object> get(String key) {
+    if (!data.containsKey(key)) {
+      data.put(key, Maps.mutable.<String, Object>empty().asSynchronized());
+    }
+    return data.get(key);
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/entity/FlowEdge.java

@@ -0,0 +1,36 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.entity;
+
+import java.time.LocalDateTime;
+
+/**
+ * 流程图中的边
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250630
+ */
+public record FlowEdge(
+    String id,
+    String source,
+    String target,
+    String sourcePoint,
+    String targetPoint
+) {
+  public enum Status {
+    INITIAL, EXECUTE, SKIP
+  }
+
+  public record State(
+      String id,
+      Status status,
+      LocalDateTime startingTime,
+      LocalDateTime finishedTime
+  ) {
+    public State(String edgeId) {
+      this(edgeId, Status.INITIAL, LocalDateTime.now(), null);
+    }
+
+    public State(String edgeId, Status status) {
+      this(edgeId, status, LocalDateTime.now(), null);
+    }
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/entity/FlowGraph.java

@@ -0,0 +1,16 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.entity;
+
+import org.eclipse.collections.api.set.ImmutableSet;
+
+/**
+ * 流程图
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250630
+ */
+public record FlowGraph(
+    String id,
+    ImmutableSet<FlowNode> nodes,
+    ImmutableSet<FlowEdge> edges
+) {
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/entity/FlowNode.java

@@ -0,0 +1,33 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.entity;
+
+import java.time.LocalDateTime;
+
+/**
+ * 流程图中的节点
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250630
+ */
+public record FlowNode(
+    String id,
+    String type
+) {
+  public enum Status {
+    INITIAL, RUNNING, FINISHED, SKIPPED
+  }
+
+  public record State(
+      String id,
+      Status status,
+      LocalDateTime startingTime,
+      LocalDateTime finishedTime
+  ) {
+    public State(String nodeId) {
+      this(nodeId, Status.INITIAL, LocalDateTime.now(), null);
+    }
+
+    public State(String nodeId, Status status) {
+      this(nodeId, status, LocalDateTime.now(), null);
+    }
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/store/FlowStore.java

@@ -0,0 +1,31 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.store;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowEdge;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowGraph;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowNode;
+
+/**
+ * 存储状态
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250701
+ */
+public interface FlowStore {
+  void init(FlowGraph flowGraph);
+
+  void updateNodeToRunning(String graphId, String nodeId);
+
+  void updateNodeToSkipped(String graphId, String nodeId);
+
+  void updateNodeToFinished(String graphId, String nodeId);
+
+  void updateEdgeToExecute(String graphId, String edgeId);
+
+  void updateEdgeToSkip(String graphId, String edgeId);
+
+  boolean checkNodeStatus(String graphId, String nodeId, FlowNode.Status... statuses);
+
+  boolean checkEdgeStatus(String graphId, String edgeId, FlowEdge.Status... statuses);
+
+  void print();
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/store/InMemoryFlowStore.java

@@ -0,0 +1,107 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.store;
+
+import cn.hutool.core.util.ArrayUtil;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowEdge;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowGraph;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowNode;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.factory.Maps;
+import org.eclipse.collections.api.map.MutableMap;
+
+/**
+ * 基于内存的流程状态存储
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250701
+ */
+@Slf4j
+public class InMemoryFlowStore implements FlowStore {
+  private static final MutableMap<String, FlowNode.State> flowNodeStateMap = Maps.mutable.<String, FlowNode.State>empty().asSynchronized();
+  private static final MutableMap<String, FlowEdge.State> flowEdgeStateMap = Maps.mutable.<String, FlowEdge.State>empty().asSynchronized();
+
+  private String multiKey(String... key) {
+    return String.join("-", key);
+  }
+
+  @Override
+  public void init(FlowGraph flowGraph) {
+    for (FlowNode node : flowGraph.nodes()) {
+      flowNodeStateMap.put(multiKey(flowGraph.id(), node.id()), new FlowNode.State(node.id()));
+    }
+    for (FlowEdge edge : flowGraph.edges()) {
+      flowEdgeStateMap.put(multiKey(flowGraph.id(), edge.id()), new FlowEdge.State(edge.id()));
+    }
+  }
+
+  @Override
+  public void updateNodeToRunning(String graphId, String nodeId) {
+    flowNodeStateMap.updateValue(
+        multiKey(graphId, nodeId),
+        () -> new FlowNode.State(nodeId, FlowNode.Status.RUNNING),
+        old -> new FlowNode.State(nodeId, FlowNode.Status.RUNNING, old.startingTime(), old.finishedTime())
+    );
+  }
+
+  @Override
+  public void updateNodeToSkipped(String graphId, String nodeId) {
+    flowNodeStateMap.updateValue(
+        multiKey(graphId, nodeId),
+        () -> new FlowNode.State(nodeId, FlowNode.Status.SKIPPED),
+        old -> new FlowNode.State(nodeId, FlowNode.Status.SKIPPED, old.startingTime(), old.finishedTime())
+    );
+  }
+
+  @Override
+  public void updateNodeToFinished(String graphId, String nodeId) {
+    flowNodeStateMap.updateValue(
+        multiKey(graphId, nodeId),
+        () -> new FlowNode.State(nodeId, FlowNode.Status.FINISHED),
+        old -> new FlowNode.State(nodeId, FlowNode.Status.FINISHED, old.startingTime(), old.finishedTime())
+    );
+  }
+
+  @Override
+  public void updateEdgeToExecute(String graphId, String edgeId) {
+    flowEdgeStateMap.updateValue(
+        multiKey(graphId, edgeId),
+        () -> new FlowEdge.State(edgeId, FlowEdge.Status.EXECUTE),
+        old -> new FlowEdge.State(edgeId, FlowEdge.Status.EXECUTE, old.startingTime(), old.finishedTime())
+    );
+  }
+
+  @Override
+  public void updateEdgeToSkip(String graphId, String edgeId) {
+    flowEdgeStateMap.updateValue(
+        multiKey(graphId, edgeId),
+        () -> new FlowEdge.State(edgeId, FlowEdge.Status.SKIP),
+        old -> new FlowEdge.State(edgeId, FlowEdge.Status.SKIP, old.startingTime(), old.finishedTime())
+    );
+  }
+
+  @Override
+  public boolean checkNodeStatus(String graphId, String nodeId, FlowNode.Status... statuses) {
+    String key = multiKey(graphId, nodeId);
+    if (flowNodeStateMap.containsKey(key)) {
+      return ArrayUtil.contains(statuses, flowNodeStateMap.get(key).status());
+    }
+    return false;
+  }
+
+  @Override
+  public boolean checkEdgeStatus(String graphId, String edgeId, FlowEdge.Status... statuses) {
+    String key = multiKey(graphId, edgeId);
+    if (flowEdgeStateMap.containsKey(key)) {
+      return ArrayUtil.contains(statuses, flowEdgeStateMap.get(key).status());
+    }
+    return false;
+  }
+
+  @Override
+  public void print() {
+    log.info("====== Flow Store ======");
+    log.info("====== Flow Node ======");
+    flowNodeStateMap.forEachKeyValue((key, value) -> log.info("{}: {}", key, value.status()));
+    log.info("====== Flow Edge ======");
+    flowEdgeStateMap.forEachKeyValue((key, value) -> log.info("{}: {}", key, value.status()));
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/entity/DataFile.java

@@ -0,0 +1,43 @@
+package com.lanyuanxiaoyao.service.ai.web.entity;
+
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleEntity;
+import com.lanyuanxiaoyao.service.common.Constants;
+import jakarta.persistence.Entity;
+import jakarta.persistence.Table;
+import lombok.Getter;
+import lombok.NoArgsConstructor;
+import lombok.Setter;
+import lombok.ToString;
+import org.hibernate.annotations.Comment;
+import org.hibernate.annotations.DynamicUpdate;
+
+/**
+ * 上传文件
+ *
+ * @author lanyuanxiaoyao
+ * @date 2024-11-21
+ */
+@Getter
+@Setter
+@ToString
+@Entity
+@DynamicUpdate
+@Table(catalog = Constants.DATABASE_NAME, name = "service_ai_file")
+@NoArgsConstructor
+@Comment("记录上传的文件存储信息")
+public class DataFile extends SimpleEntity {
+  @Comment("文件名称")
+  private String filename;
+  @Comment("文件大小，单位是byte")
+  private Long size;
+  @Comment("文件的md5编码，用于校验文件的完整性")
+  private String md5;
+  @Comment("文件在主机上存储的实际路径")
+  private String path;
+  @Comment("文件类型，通常记录的是文件的后缀名")
+  private String type;
+
+  public DataFile(String filename) {
+    this.filename = filename;
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/entity/Feedback.java

@@ -1,18 +1,58 @@
 package com.lanyuanxiaoyao.service.ai.web.entity;
 
-import lombok.Data;
-import org.eclipse.collections.api.list.ImmutableList;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleEntity;
+import com.lanyuanxiaoyao.service.common.Constants;
+import jakarta.persistence.Column;
+import jakarta.persistence.ConstraintMode;
+import jakarta.persistence.Entity;
+import jakarta.persistence.EntityListeners;
+import jakarta.persistence.EnumType;
+import jakarta.persistence.Enumerated;
+import jakarta.persistence.FetchType;
+import jakarta.persistence.ForeignKey;
+import jakarta.persistence.JoinTable;
+import jakarta.persistence.NamedAttributeNode;
+import jakarta.persistence.NamedEntityGraph;
+import jakarta.persistence.OneToMany;
+import jakarta.persistence.Table;
+import java.util.Set;
+import lombok.Getter;
+import lombok.Setter;
+import lombok.ToString;
+import org.hibernate.annotations.Comment;
+import org.hibernate.annotations.DynamicUpdate;
+import org.springframework.data.jpa.domain.support.AuditingEntityListener;
 
-@Data
-public class Feedback {
-  private Long id;
+@Getter
+@Setter
+@ToString
+@Entity
+@DynamicUpdate
+@EntityListeners(AuditingEntityListener.class)
+@Table(catalog = Constants.DATABASE_NAME, name = "service_ai_feedback")
+@NamedEntityGraph(name = "feedback.detail", attributeNodes = {
+    @NamedAttributeNode("pictures")
+})
+@Comment("报障信息记录")
+public class Feedback extends SimpleEntity {
+  @Comment("原始报障说明")
+  @Column(nullable = false, columnDefinition = "longtext")
   private String source;
-  private ImmutableList<Long> pictureIds;
+  @Comment("报障相关截图")
+  @OneToMany(fetch = FetchType.EAGER)
+  @JoinTable(catalog = Constants.DATABASE_NAME, foreignKey = @ForeignKey(ConstraintMode.NO_CONSTRAINT), inverseForeignKey = @ForeignKey(ConstraintMode.NO_CONSTRAINT))
+  @ToString.Exclude
+  private Set<DataFile> pictures;
+  @Comment("AI的分析结果")
+  @Column(columnDefinition = "longtext")
   private String analysis;
+  @Comment("AI的解决方案")
+  @Column(columnDefinition = "longtext")
   private String conclusion;
-  private Status status;
-  private Long createdTime;
-  private Long modifiedTime;
+  @Comment("报障处理状态")
+  @Column(nullable = false)
+  @Enumerated(EnumType.STRING)
+  private Status status = Status.ANALYSIS_PROCESSING;
 
   public enum Status {
     ANALYSIS_PROCESSING,

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/entity/FlowTask.java

@@ -0,0 +1,54 @@
+package com.lanyuanxiaoyao.service.ai.web.entity;
+
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleEntity;
+import com.lanyuanxiaoyao.service.common.Constants;
+import jakarta.persistence.Column;
+import jakarta.persistence.ConstraintMode;
+import jakarta.persistence.Entity;
+import jakarta.persistence.EntityListeners;
+import jakarta.persistence.EnumType;
+import jakarta.persistence.Enumerated;
+import jakarta.persistence.ForeignKey;
+import jakarta.persistence.JoinColumn;
+import jakarta.persistence.ManyToOne;
+import jakarta.persistence.Table;
+import lombok.Getter;
+import lombok.Setter;
+import lombok.ToString;
+import org.hibernate.annotations.Comment;
+import org.hibernate.annotations.DynamicUpdate;
+import org.springframework.data.jpa.domain.support.AuditingEntityListener;
+
+@Getter
+@Setter
+@ToString
+@Entity
+@DynamicUpdate
+@EntityListeners(AuditingEntityListener.class)
+@Table(catalog = Constants.DATABASE_NAME, name = "service_ai_flow_task")
+@Comment("流程任务记录")
+public class FlowTask extends SimpleEntity {
+  @Comment("流程任务对应的模板")
+  @ManyToOne
+  @JoinColumn(nullable = false, foreignKey = @ForeignKey(ConstraintMode.NO_CONSTRAINT))
+  private FlowTaskTemplate template;
+  @Comment("任务输入")
+  @Column(columnDefinition = "longtext")
+  private String input;
+  @Comment("任务运行状态")
+  @Column(nullable = false)
+  @Enumerated(EnumType.STRING)
+  private Status status = Status.RUNNING;
+  @Comment("任务运行产生的报错")
+  @Column(columnDefinition = "longtext")
+  private String error;
+  @Comment("任务运行结果")
+  @Column(columnDefinition = "longtext")
+  private String result;
+
+  public enum Status {
+    RUNNING,
+    ERROR,
+    FINISHED,
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/entity/FlowTaskTemplate.java

@@ -0,0 +1,36 @@
+package com.lanyuanxiaoyao.service.ai.web.entity;
+
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleEntity;
+import com.lanyuanxiaoyao.service.common.Constants;
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.EntityListeners;
+import jakarta.persistence.Table;
+import lombok.Getter;
+import lombok.Setter;
+import lombok.ToString;
+import org.hibernate.annotations.Comment;
+import org.hibernate.annotations.DynamicUpdate;
+import org.springframework.data.jpa.domain.support.AuditingEntityListener;
+
+@Getter
+@Setter
+@ToString
+@Entity
+@DynamicUpdate
+@EntityListeners(AuditingEntityListener.class)
+@Table(catalog = Constants.DATABASE_NAME, name = "service_ai_flow_task_template")
+@Comment("流程任务模板")
+public class FlowTaskTemplate extends SimpleEntity {
+  @Comment("模板名称")
+  @Column(nullable = false)
+  private String name;
+  @Comment("模板功能、内容说明")
+  private String description;
+  @Comment("模板入参Schema")
+  @Column(nullable = false, columnDefinition = "longtext")
+  private String inputSchema;
+  @Comment("前端流程图数据")
+  @Column(nullable = false, columnDefinition = "longtext")
+  private String flowGraph = "{}";
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/entity/Group.java

@@ -1,16 +1,53 @@
 package com.lanyuanxiaoyao.service.ai.web.entity;
 
-import lombok.Data;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleEntity;
+import com.lanyuanxiaoyao.service.common.Constants;
+import jakarta.persistence.Column;
+import jakarta.persistence.ConstraintMode;
+import jakarta.persistence.Entity;
+import jakarta.persistence.EntityListeners;
+import jakarta.persistence.EnumType;
+import jakarta.persistence.Enumerated;
+import jakarta.persistence.FetchType;
+import jakarta.persistence.ForeignKey;
+import jakarta.persistence.JoinColumn;
+import jakarta.persistence.ManyToOne;
+import jakarta.persistence.Table;
+import lombok.Getter;
+import lombok.Setter;
+import lombok.ToString;
+import org.hibernate.annotations.Comment;
+import org.hibernate.annotations.DynamicUpdate;
+import org.springframework.data.jpa.domain.support.AuditingEntityListener;
 
 /**
  * @author lanyuanxiaoyao
  * @version 20250527
  */
-@Data
-public class Group {
-  private Long id;
+@Getter
+@Setter
+@ToString
+@Entity
+@DynamicUpdate
+@EntityListeners(AuditingEntityListener.class)
+@Table(catalog = Constants.DATABASE_NAME, name = "service_ai_group")
+@Comment("知识库内的逻辑分组，比如一个文件是一个分组或一次上传的所有文本是一个分组，可以自由使用而不是限于文件范畴")
+public class Group extends SimpleEntity {
+  @Comment("分组名称")
+  @Column(nullable = false)
   private String name;
-  private String status;
-  private Long createdTime;
-  private Long modifiedTime;
+  @Comment("分组处理状态")
+  @Column(nullable = false)
+  @Enumerated(EnumType.STRING)
+  private Status status = Status.RUNNING;
+
+  @ManyToOne(fetch = FetchType.LAZY)
+  @JoinColumn(nullable = false, foreignKey = @ForeignKey(ConstraintMode.NO_CONSTRAINT))
+  @ToString.Exclude
+  private Knowledge knowledge;
+
+  public enum Status {
+    RUNNING,
+    FINISHED,
+  }
 }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/entity/Knowledge.java

@@ -1,18 +1,58 @@
 package com.lanyuanxiaoyao.service.ai.web.entity;
 
-import lombok.Data;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleEntity;
+import com.lanyuanxiaoyao.service.common.Constants;
+import jakarta.persistence.CascadeType;
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.EntityListeners;
+import jakarta.persistence.EnumType;
+import jakarta.persistence.Enumerated;
+import jakarta.persistence.FetchType;
+import jakarta.persistence.OneToMany;
+import jakarta.persistence.Table;
+import java.util.Set;
+import lombok.Getter;
+import lombok.Setter;
+import lombok.ToString;
+import org.hibernate.annotations.Comment;
+import org.hibernate.annotations.DynamicUpdate;
+import org.springframework.data.jpa.domain.support.AuditingEntityListener;
 
 /**
  * @author lanyuanxiaoyao
  * @version 20250522
  */
-@Data
-public class Knowledge {
-  private Long id;
+@Getter
+@Setter
+@ToString
+@Entity
+@DynamicUpdate
+@EntityListeners(AuditingEntityListener.class)
+@Table(catalog = Constants.DATABASE_NAME, name = "service_ai_knowledge")
+@Comment("知识库")
+public class Knowledge extends SimpleEntity {
+  @Comment("知识库对应的向量库名")
+  @Column(nullable = false)
   private Long vectorSourceId;
+  @Comment("知识库名称")
+  @Column(nullable = false)
   private String name;
+  @Comment("知识库说明")
+  @Column(nullable = false, columnDefinition = "longtext")
   private String description;
-  private String strategy;
-  private Long createdTime;
-  private Long modifiedTime;
+  @Comment("知识库策略")
+  @Column(nullable = false)
+  @Enumerated(EnumType.STRING)
+  private Strategy strategy = Strategy.Cosine;
+
+  @Comment("知识库下包含的分组")
+  @OneToMany(fetch = FetchType.LAZY, mappedBy = "knowledge", cascade = CascadeType.ALL)
+  @ToString.Exclude
+  private Set<Group> groups;
+
+  public enum Strategy {
+    Cosine,
+    Euclid,
+  }
 }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/entity/vo/DataFileVO.java

@@ -1,17 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.web.entity.vo;
-
-import lombok.Data;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250527
- */
-@Data
-public class DataFileVO {
-  private String id;
-  private String filename;
-  private Long size;
-  private String md5;
-  private String path;
-  private String type;
-}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/entity/vo/KnowledgeVO.java

@@ -1,22 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.web.entity.vo;
-
-import lombok.Data;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250516
- */
-@Data
-public class KnowledgeVO {
-  private Long id;
-  private Long vectorSourceId;
-  private String name;
-  private String description;
-  private String strategy;
-  private Long size;
-  private Long points;
-  private Long segments;
-  private String status;
-  private Long createdTime;
-  private Long modifiedTime;
-}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/repository/DataFileRepository.java

@@ -0,0 +1,9 @@
+package com.lanyuanxiaoyao.service.ai.web.repository;
+
+import com.lanyuanxiaoyao.service.ai.web.base.repository.SimpleRepository;
+import com.lanyuanxiaoyao.service.ai.web.entity.DataFile;
+import org.springframework.stereotype.Repository;
+
+@Repository
+public interface DataFileRepository extends SimpleRepository<DataFile, Long> {
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/repository/FeedbackRepository.java

@@ -0,0 +1,26 @@
+package com.lanyuanxiaoyao.service.ai.web.repository;
+
+import com.lanyuanxiaoyao.service.ai.web.base.repository.SimpleRepository;
+import com.lanyuanxiaoyao.service.ai.web.entity.Feedback;
+import java.util.List;
+import java.util.Optional;
+import org.springframework.data.domain.Sort;
+import org.springframework.data.jpa.domain.Specification;
+import org.springframework.data.jpa.repository.EntityGraph;
+import org.springframework.stereotype.Repository;
+
+@SuppressWarnings("NullableProblems")
+@Repository
+public interface FeedbackRepository extends SimpleRepository<Feedback, Long> {
+  @EntityGraph(value = "feedback.detail", type = EntityGraph.EntityGraphType.FETCH)
+  @Override
+  List<Feedback> findAll(Specification<Feedback> specification);
+
+  @EntityGraph(value = "feedback.detail", type = EntityGraph.EntityGraphType.FETCH)
+  @Override
+  List<Feedback> findAll(Specification<Feedback> specification, Sort sort);
+
+  @EntityGraph(value = "feedback.detail", type = EntityGraph.EntityGraphType.FETCH)
+  @Override
+  Optional<Feedback> findOne(Specification<Feedback> specification);
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/repository/FlowTaskRepository.java

@@ -0,0 +1,9 @@
+package com.lanyuanxiaoyao.service.ai.web.repository;
+
+import com.lanyuanxiaoyao.service.ai.web.base.repository.SimpleRepository;
+import com.lanyuanxiaoyao.service.ai.web.entity.FlowTask;
+import org.springframework.stereotype.Repository;
+
+@Repository
+public interface FlowTaskRepository extends SimpleRepository<FlowTask, Long> {
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/repository/FlowTaskTemplateRepository.java

@@ -0,0 +1,9 @@
+package com.lanyuanxiaoyao.service.ai.web.repository;
+
+import com.lanyuanxiaoyao.service.ai.web.base.repository.SimpleRepository;
+import com.lanyuanxiaoyao.service.ai.web.entity.FlowTaskTemplate;
+import org.springframework.stereotype.Repository;
+
+@Repository
+public interface FlowTaskTemplateRepository extends SimpleRepository<FlowTaskTemplate, Long> {
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/repository/GroupRepository.java

@@ -0,0 +1,9 @@
+package com.lanyuanxiaoyao.service.ai.web.repository;
+
+import com.lanyuanxiaoyao.service.ai.web.base.repository.SimpleRepository;
+import com.lanyuanxiaoyao.service.ai.web.entity.Group;
+import org.springframework.stereotype.Repository;
+
+@Repository
+public interface GroupRepository extends SimpleRepository<Group, Long> {
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/repository/KnowledgeRepository.java

@@ -0,0 +1,10 @@
+package com.lanyuanxiaoyao.service.ai.web.repository;
+
+import com.lanyuanxiaoyao.service.ai.web.base.repository.SimpleRepository;
+import com.lanyuanxiaoyao.service.ai.web.entity.Knowledge;
+import org.springframework.stereotype.Repository;
+
+@Repository
+public interface KnowledgeRepository extends SimpleRepository<Knowledge, Long> {
+  Boolean existsKnowledgeByName(String name);
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/service/DataFileService.java

@@ -1,10 +1,11 @@
 package com.lanyuanxiaoyao.service.ai.web.service;
 
-import club.kingon.sql.builder.SqlBuilder;
-import com.lanyuanxiaoyao.service.ai.core.configuration.SnowflakeId;
-import com.lanyuanxiaoyao.service.ai.web.entity.vo.DataFileVO;
-import com.lanyuanxiaoyao.service.common.Constants;
-import org.springframework.jdbc.core.JdbcTemplate;
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.web.entity.DataFile;
+import com.lanyuanxiaoyao.service.ai.web.repository.DataFileRepository;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.factory.Sets;
+import org.eclipse.collections.api.set.ImmutableSet;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
@@ -12,65 +13,36 @@ import org.springframework.transaction.annotation.Transactional;
  * @author lanyuanxiaoyao
  * @version 20250527
  */
+@Slf4j
 @Service
 public class DataFileService {
-  private static final String DATA_FILE_TABLE_NAME = Constants.DATABASE_NAME + ".service_ai_file";
+  private final DataFileRepository dataFileRepository;
 
-  private final JdbcTemplate template;
-
-  public DataFileService(JdbcTemplate template) {
-    this.template = template;
+  public DataFileService(DataFileRepository dataFileRepository) {
+    this.dataFileRepository = dataFileRepository;
   }
 
-  public DataFileVO downloadFile(Long id) {
-    return template.queryForObject(
-        SqlBuilder.select("id", "filename", "size", "md5", "path", "type")
-            .from(DATA_FILE_TABLE_NAME)
-            .whereEq("id", "?")
-            .precompileSql(),
-        (rs, row) -> {
-          DataFileVO vo = new DataFileVO();
-          vo.setId(String.valueOf(rs.getLong(1)));
-          vo.setFilename(rs.getString(2));
-          vo.setSize(rs.getLong(3));
-          vo.setMd5(rs.getString(4));
-          vo.setPath(rs.getString(5));
-          vo.setType(rs.getString(6));
-          return vo;
-        },
-        id
-    );
+  public DataFile downloadFile(Long id) {
+    return dataFileRepository.findById(id).orElseThrow(() -> new RuntimeException(StrUtil.format("Datafile not exists: {}", id)));
+  }
+
+  public ImmutableSet<DataFile> downloadFile(ImmutableSet<Long> ids) {
+    return Sets.immutable.ofAll(dataFileRepository.findAllById(ids));
   }
 
   @Transactional(rollbackFor = Exception.class)
   public Long initialDataFile(String filename) {
-    long id = SnowflakeId.next();
-    template.update(
-        SqlBuilder.insertInto(DATA_FILE_TABLE_NAME, "id", "filename")
-            .values()
-            .addValue("?", "?")
-            .precompileSql(),
-        id,
-        filename
-    );
-    return id;
+    DataFile dataFile = dataFileRepository.save(new DataFile(filename));
+    return dataFile.getId();
   }
 
   @Transactional(rollbackFor = Exception.class)
   public void updateDataFile(Long id, String path, Long size, String md5, String type) {
-    template.update(
-        SqlBuilder.update(DATA_FILE_TABLE_NAME)
-            .set("size", "?")
-            .addSet("md5", "?")
-            .addSet("path", "?")
-            .addSet("type", "?")
-            .whereEq("id", "?")
-            .precompileSql(),
-        size,
-        md5,
-        path,
-        type,
-        id
-    );
+    DataFile dataFile = downloadFile(id);
+    dataFile.setPath(path);
+    dataFile.setSize(size);
+    dataFile.setMd5(md5);
+    dataFile.setType(type);
+    dataFileRepository.save(dataFile);
   }
 }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/service/EmbeddingService.java

@@ -4,9 +4,10 @@ import cn.hutool.core.io.FileUtil;
 import cn.hutool.core.lang.Pair;
 import cn.hutool.core.util.IdUtil;
 import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.web.entity.DataFile;
+import com.lanyuanxiaoyao.service.ai.web.entity.Group;
 import com.lanyuanxiaoyao.service.ai.web.entity.Knowledge;
 import com.lanyuanxiaoyao.service.ai.web.entity.context.EmbeddingContext;
-import com.lanyuanxiaoyao.service.ai.web.entity.vo.DataFileVO;
 import com.lanyuanxiaoyao.service.ai.web.service.knowledge.GroupService;
 import com.lanyuanxiaoyao.service.ai.web.service.knowledge.KnowledgeBaseService;
 import com.yomahub.liteflow.core.FlowExecutor;
@@ -54,16 +55,19 @@ public class EmbeddingService {
     return Lists.immutable.ofAll(context.getDocuments());
   }
 
-  public ImmutableList<Document> preview(String mode, ImmutableList<String> ids) {
-    DataFileVO vo = dataFileService.downloadFile(Long.parseLong(ids.get(0)));
-    String content = FileUtil.readString(vo.getPath(), StandardCharsets.UTF_8);
+  public ImmutableList<Document> preview(String mode, ImmutableList<Long> ids) {
+    DataFile dataFile = dataFileService.downloadFile(ids.get(0));
+    String content = FileUtil.readString(dataFile.getPath(), StandardCharsets.UTF_8);
     return preview(mode, content);
   }
 
   public void submit(Long id, String mode, String content) {
     executors.submit(() -> {
-      Knowledge knowledge = knowledgeBaseService.get(id);
-      Long groupId = groupService.add(knowledge.getId(), StrUtil.format("文本-{}", IdUtil.nanoId(10)));
+      Knowledge knowledge = knowledgeBaseService.detailOrThrow(id);
+      Group group = new Group();
+      group.setName(StrUtil.format("文本-{}", IdUtil.nanoId(10)));
+      group.setKnowledge(knowledge);
+      Long groupId = groupService.save(group);
       EmbeddingContext context = EmbeddingContext.builder()
           .vectorSourceId(knowledge.getVectorSourceId())
           .groupId(groupId)
@@ -77,23 +81,26 @@ public class EmbeddingService {
     });
   }
 
-  public void submit(Long id, String mode, ImmutableList<String> ids) {
+  public void submit(Long id, String mode, ImmutableList<Long> ids) {
     executors.submit(() -> {
-      Knowledge knowledge = knowledgeBaseService.get(id);
-      List<Pair<Long, DataFileVO>> vos = Lists.mutable.empty();
-      for (String fileId : ids) {
-        DataFileVO vo = dataFileService.downloadFile(Long.parseLong(fileId));
-        Long groupId = groupService.add(id, vo.getFilename());
-        vos.add(Pair.of(groupId, vo));
+      Knowledge knowledge = knowledgeBaseService.detailOrThrow(id);
+      List<Pair<Long, DataFile>> dataFiles = Lists.mutable.empty();
+      for (Long fileId : ids) {
+        DataFile dataFile = dataFileService.downloadFile(fileId);
+        Group group = new Group();
+        group.setName(dataFile.getFilename());
+        group.setKnowledge(knowledge);
+        Long groupId = groupService.save(group);
+        dataFiles.add(Pair.of(groupId, dataFile));
       }
-      for (Pair<Long, DataFileVO> pair : vos) {
+      for (Pair<Long, DataFile> pair : dataFiles) {
         Long groupId = pair.getKey();
-        DataFileVO vo = pair.getValue();
+        DataFile dataFile = pair.getValue();
         EmbeddingContext context = EmbeddingContext.builder()
             .vectorSourceId(knowledge.getVectorSourceId())
             .groupId(groupId)
-            .file(vo.getPath())
-            .fileFormat(vo.getFilename())
+            .file(dataFile.getPath())
+            .fileFormat(dataFile.getFilename())
             .config(EmbeddingContext.Config.builder()
                 .splitStrategy(EmbeddingContext.Config.SplitStrategy.valueOf(mode))
                 .build())
@@ -106,12 +113,15 @@ public class EmbeddingService {
 
   public void submitDirectly(Long id, String name, ImmutableList<String> contents) {
     executors.submit(() -> {
-      Knowledge knowledge = knowledgeBaseService.get(id);
+      Knowledge knowledge = knowledgeBaseService.detailOrThrow(id);
       String groupName = name;
       if (StrUtil.isBlank(groupName)) {
         groupName = StrUtil.format("外部-{}", IdUtil.nanoId(10));
       }
-      Long groupId = groupService.add(knowledge.getId(), groupName);
+      Group group = new Group();
+      group.setName(groupName);
+      group.setKnowledge(knowledge);
+      Long groupId = groupService.save(group);
       EmbeddingContext context = EmbeddingContext.builder()
           .vectorSourceId(knowledge.getVectorSourceId())
           .groupId(groupId)

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/service/feedback/FeedbackService.java

@@ -1,65 +1,35 @@
 package com.lanyuanxiaoyao.service.ai.web.service.feedback;
 
-import club.kingon.sql.builder.SqlBuilder;
-import cn.hutool.core.lang.Assert;
-import cn.hutool.core.util.EnumUtil;
-import cn.hutool.core.util.ObjectUtil;
-import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.core.configuration.SnowflakeId;
+import com.lanyuanxiaoyao.service.ai.web.base.service.SimpleServiceSupport;
 import com.lanyuanxiaoyao.service.ai.web.entity.Feedback;
+import com.lanyuanxiaoyao.service.ai.web.entity.Feedback_;
 import com.lanyuanxiaoyao.service.ai.web.entity.context.FeedbackContext;
-import com.lanyuanxiaoyao.service.common.Constants;
+import com.lanyuanxiaoyao.service.ai.web.repository.FeedbackRepository;
 import com.yomahub.liteflow.core.FlowExecutor;
 import java.util.List;
 import java.util.concurrent.TimeUnit;
-import java.util.stream.Collectors;
 import lombok.extern.slf4j.Slf4j;
-import org.eclipse.collections.api.factory.Lists;
-import org.eclipse.collections.api.list.ImmutableList;
-import org.springframework.jdbc.core.JdbcTemplate;
-import org.springframework.jdbc.core.RowMapper;
 import org.springframework.scheduling.annotation.Scheduled;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
 @Slf4j
 @Service
-public class FeedbackService {
-  public static final String FEEDBACK_TABLE_NAME = Constants.DATABASE_NAME + ".service_ai_feedback";
-  public static final String[] FEEDBACK_COLUMNS = new String[]{"id", "source", "conclusion", "analysis", "pictures", "status", "created_time", "modified_time"};
-  private static final RowMapper<Feedback> feedbackMapper = (rs, row) -> {
-    Feedback feedback = new Feedback();
-    feedback.setId(rs.getLong(1));
-    feedback.setSource(rs.getString(2));
-    feedback.setConclusion(rs.getString(3));
-    feedback.setAnalysis(rs.getString(4));
-    feedback.setPictureIds(
-        StrUtil.isBlank(rs.getString(5))
-            ? Lists.immutable.empty()
-            : Lists.immutable.ofAll(StrUtil.split(rs.getString(5), ",")).collect(Long::parseLong)
-    );
-    feedback.setStatus(EnumUtil.fromString(Feedback.Status.class, rs.getString(6)));
-    feedback.setCreatedTime(rs.getTimestamp(7).getTime());
-    feedback.setModifiedTime(rs.getTimestamp(8).getTime());
-    return feedback;
-  };
-  private final JdbcTemplate template;
+  public class FeedbackService extends SimpleServiceSupport<Feedback> {
   private final FlowExecutor executor;
 
   @SuppressWarnings("SpringJavaInjectionPointsAutowiringInspection")
-  public FeedbackService(JdbcTemplate template, FlowExecutor executor) {
-    this.template = template;
+  public FeedbackService(FeedbackRepository feedbackRepository, FlowExecutor executor) {
+    super(feedbackRepository);
     this.executor = executor;
   }
 
   @Scheduled(initialDelay = 1, fixedDelay = 1, timeUnit = TimeUnit.MINUTES)
   public void analysis() {
-    List<Feedback> feedbacks = template.query(
-        SqlBuilder.select(FEEDBACK_COLUMNS)
-            .from(FEEDBACK_TABLE_NAME)
-            .whereEq("status", Feedback.Status.ANALYSIS_PROCESSING.name())
-            .build(),
-        feedbackMapper
+    List<Feedback> feedbacks = repository.findAll(
+        builder -> builder
+            .andEquals(Feedback_.STATUS, Feedback.Status.ANALYSIS_PROCESSING)
+            .build()
     );
     for (Feedback feedback : feedbacks) {
       FeedbackContext context = new FeedbackContext();
@@ -68,89 +38,26 @@ public class FeedbackService {
     }
   }
 
-  public Feedback get(Long id) {
-    return template.queryForObject(
-        SqlBuilder.select(FEEDBACK_COLUMNS)
-            .from(FEEDBACK_TABLE_NAME)
-            .whereEq("id", id)
-            .build(),
-        feedbackMapper
-    );
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void add(String source, ImmutableList<Long> pictureIds) {
-    template.update(
-        SqlBuilder.insertInto(FEEDBACK_TABLE_NAME, "id", "source", "pictures")
-            .values()
-            .addValue("?", "?", "?")
-            .precompileSql(),
-        SnowflakeId.next(),
-        source,
-        ObjectUtil.isEmpty(pictureIds) ? null : pictureIds.makeString(",")
-    );
-  }
-
   @Transactional(rollbackFor = Exception.class)
   public void updateAnalysis(Long id, String analysis) {
-    Assert.notNull(id, "ID cannot be null");
-    template.update(
-        SqlBuilder.update(FEEDBACK_TABLE_NAME)
-            .set("analysis", "?")
-            .whereEq("id", "?")
-            .precompileSql(),
-        analysis,
-        id
-    );
+    Feedback feedback = detailOrThrow(id);
+    feedback.setAnalysis(analysis);
+    repository.save(feedback);
   }
 
   @Transactional(rollbackFor = Exception.class)
   public void updateConclusion(Long id, String conclusion) {
-    Assert.notNull(id, "ID cannot be null");
-    template.update(
-        SqlBuilder.update(FEEDBACK_TABLE_NAME)
-            .set("conclusion", "?")
-            .whereEq("id", "?")
-            .precompileSql(),
-        conclusion,
-        id
-    );
-    updateStatus(id, Feedback.Status.FINISHED);
+    Feedback feedback = detailOrThrow(id);
+    feedback.setConclusion(conclusion);
+    feedback.setStatus(Feedback.Status.FINISHED);
+    repository.save(feedback);
   }
 
   @Transactional(rollbackFor = Exception.class)
   public void updateStatus(Long id, Feedback.Status status) {
-    Assert.notNull(id, "ID cannot be null");
-    template.update(
-        SqlBuilder.update(FEEDBACK_TABLE_NAME)
-            .set("status", "?")
-            .whereEq("id", "?")
-            .precompileSql(),
-        status.name(),
-        id
-    );
-  }
-
-  public ImmutableList<Feedback> list() {
-    return template.query(
-            SqlBuilder.select(FEEDBACK_COLUMNS)
-                .from(FEEDBACK_TABLE_NAME)
-                .orderByDesc("created_time")
-                .build(),
-            feedbackMapper
-        )
-        .stream()
-        .collect(Collectors.toCollection(Lists.mutable::empty))
-        .toImmutable();
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void remove(Long id) {
-    template.update(
-        SqlBuilder.delete(FEEDBACK_TABLE_NAME)
-            .whereEq("id", id)
-            .build()
-    );
+    Feedback feedback = detailOrThrow(id);
+    feedback.setStatus(status);
+    repository.save(feedback);
   }
 
   @Transactional(rollbackFor = Exception.class)

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/service/knowledge/GroupService.java

@@ -1,21 +1,14 @@
 package com.lanyuanxiaoyao.service.ai.web.service.knowledge;
 
-import club.kingon.sql.builder.SqlBuilder;
-import club.kingon.sql.builder.entry.Alias;
-import club.kingon.sql.builder.entry.Column;
-import com.lanyuanxiaoyao.service.ai.core.configuration.SnowflakeId;
+import com.lanyuanxiaoyao.service.ai.web.base.service.SimpleServiceSupport;
 import com.lanyuanxiaoyao.service.ai.web.entity.Group;
-import com.lanyuanxiaoyao.service.common.Constants;
+import com.lanyuanxiaoyao.service.ai.web.entity.Knowledge;
+import com.lanyuanxiaoyao.service.ai.web.repository.GroupRepository;
 import io.qdrant.client.ConditionFactory;
 import io.qdrant.client.QdrantClient;
 import io.qdrant.client.grpc.Points;
-import java.util.concurrent.ExecutionException;
-import java.util.stream.Collectors;
-import org.eclipse.collections.api.factory.Lists;
-import org.eclipse.collections.api.list.ImmutableList;
+import lombok.SneakyThrows;
 import org.springframework.ai.vectorstore.VectorStore;
-import org.springframework.jdbc.core.JdbcTemplate;
-import org.springframework.jdbc.core.RowMapper;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
@@ -24,109 +17,34 @@ import org.springframework.transaction.annotation.Transactional;
  * @version 20250522
  */
 @Service
-public class GroupService {
-  public static final String GROUP_TABLE_NAME = Constants.DATABASE_NAME + ".service_ai_group";
-  private static final RowMapper<Group> groupMapper = (rs, row) -> {
-    Group vo = new Group();
-    vo.setId(rs.getLong(1));
-    vo.setName(rs.getString(2));
-    vo.setStatus(rs.getString(3));
-    vo.setCreatedTime(rs.getTimestamp(4).getTime());
-    vo.setModifiedTime(rs.getTimestamp(5).getTime());
-    return vo;
-  };
-
-  private final JdbcTemplate template;
+public class GroupService extends SimpleServiceSupport<Group> {
   private final QdrantClient client;
 
-  public GroupService(JdbcTemplate template, VectorStore vectorStore) {
-    this.template = template;
+  public GroupService(GroupRepository groupRepository, VectorStore vectorStore) {
+    super(groupRepository);
     this.client = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
   }
 
-  public Group get(Long id) {
-    return template.queryForObject(
-        SqlBuilder.select("id", "name", "status", "created_time", "modified_time")
-            .from(GROUP_TABLE_NAME)
-            .whereEq("id", id)
-            .orderByDesc("created_time")
-            .build(),
-        groupMapper
-    );
-  }
-
   @Transactional(rollbackFor = Exception.class)
-  public Long add(Long knowledgeId, String name) {
-    long id = SnowflakeId.next();
-    template.update(
-        SqlBuilder.insertInto(GROUP_TABLE_NAME, "id", "knowledge_id", "name", "status")
-            .values()
-            .addValue("?", "?", "?", "?")
-            .precompileSql(),
-        id,
-        knowledgeId,
-        name,
-        "RUNNING"
-    );
-    return id;
-  }
-
-  public ImmutableList<Group> list(Long knowledgeId) {
-    return template.query(
-            SqlBuilder.select("id", "name", "status", "created_time", "modified_time")
-                .from(GROUP_TABLE_NAME)
-                .whereEq("knowledge_id", knowledgeId)
-                .orderByDesc("created_time")
-                .build(),
-            groupMapper
-        )
-        .stream()
-        .collect(Collectors.toCollection(Lists.mutable::empty))
-        .toImmutable();
+  public void finish(Long id) {
+    Group group = detailOrThrow(id);
+    group.setStatus(Group.Status.FINISHED);
+    save(group);
   }
 
+  @SneakyThrows
   @Transactional(rollbackFor = Exception.class)
-  public void finish(Long groupId) {
-    template.update(
-        SqlBuilder.update(GROUP_TABLE_NAME)
-            .set("status", "FINISHED")
-            .whereEq("id", groupId)
-            .build()
-    );
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void remove(Long groupId) throws ExecutionException, InterruptedException {
-    Long vectorSourceId = template.queryForObject(
-        SqlBuilder.select("k.vector_source_id")
-            .from(Alias.of(GROUP_TABLE_NAME, "g"), Alias.of(KnowledgeBaseService.KNOWLEDGE_TABLE_NAME, "k"))
-            .whereEq("g.knowledge_id", Column.as("k.id"))
-            .andEq("g.id", groupId)
-            .precompileSql(),
-        Long.class,
-        groupId
-    );
+  @Override
+  public void remove(Long id) {
+    Group group = detailOrThrow(id);
+    Knowledge knowledge = group.getKnowledge();
     client.deleteAsync(
-        String.valueOf(vectorSourceId),
+        String.valueOf(knowledge.getVectorSourceId()),
         Points.Filter.newBuilder()
-            .addMust(ConditionFactory.matchKeyword("vector_source_id", String.valueOf(vectorSourceId)))
-            .addMust(ConditionFactory.matchKeyword("group_id", String.valueOf(groupId)))
+            .addMust(ConditionFactory.matchKeyword("vector_source_id", String.valueOf(knowledge.getVectorSourceId())))
+            .addMust(ConditionFactory.matchKeyword("group_id", String.valueOf(group.getId())))
             .build()
     ).get();
-    template.update(
-        SqlBuilder.delete(GROUP_TABLE_NAME)
-            .whereEq("id", groupId)
-            .build()
-    );
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void removeByKnowledgeId(Long knowledgeId) {
-    template.update(
-        SqlBuilder.delete(GROUP_TABLE_NAME)
-            .whereEq("knowledge_id", "?")
-            .precompileSql(),
-        knowledgeId
-    );
+    super.remove(id);
   }
 }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/service/knowledge/KnowledgeBaseService.java

@@ -1,17 +1,19 @@
 package com.lanyuanxiaoyao.service.ai.web.service.knowledge;
 
-import club.kingon.sql.builder.SqlBuilder;
-import cn.hutool.core.util.ObjectUtil;
 import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.core.configuration.SnowflakeId;
+import com.lanyuanxiaoyao.service.ai.web.base.service.SimpleServiceSupport;
+import com.lanyuanxiaoyao.service.ai.web.configuration.SnowflakeIdGenerator;
+import com.lanyuanxiaoyao.service.ai.web.entity.Group;
 import com.lanyuanxiaoyao.service.ai.web.entity.Knowledge;
-import com.lanyuanxiaoyao.service.ai.web.entity.vo.KnowledgeVO;
+import com.lanyuanxiaoyao.service.ai.web.repository.KnowledgeRepository;
 import com.lanyuanxiaoyao.service.common.Constants;
+import io.qdrant.client.ConditionFactory;
 import io.qdrant.client.QdrantClient;
 import io.qdrant.client.grpc.Collections;
+import io.qdrant.client.grpc.Points;
 import java.util.List;
 import java.util.concurrent.ExecutionException;
-import java.util.stream.Collectors;
+import lombok.SneakyThrows;
 import org.eclipse.collections.api.factory.Lists;
 import org.eclipse.collections.api.list.ImmutableList;
 import org.springframework.ai.document.Document;
@@ -19,8 +21,6 @@ import org.springframework.ai.embedding.EmbeddingModel;
 import org.springframework.ai.vectorstore.SearchRequest;
 import org.springframework.ai.vectorstore.VectorStore;
 import org.springframework.ai.vectorstore.qdrant.QdrantVectorStore;
-import org.springframework.jdbc.core.JdbcTemplate;
-import org.springframework.jdbc.core.RowMapper;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
@@ -29,150 +29,66 @@ import org.springframework.transaction.annotation.Transactional;
  * @version 20250522
  */
 @Service
-public class KnowledgeBaseService {
+public class KnowledgeBaseService extends SimpleServiceSupport<Knowledge> {
   public static final String KNOWLEDGE_TABLE_NAME = Constants.DATABASE_NAME + ".service_ai_knowledge";
-  public static final String[] KNOWLEDGE_COLUMNS = new String[]{"id", "vector_source_id", "name", "description", "strategy", "created_time", "modified_time"};
-  private static final RowMapper<Knowledge> knowledgeMapper = (rs, row) -> {
-    Knowledge knowledge = new Knowledge();
-    knowledge.setId(rs.getLong(1));
-    knowledge.setVectorSourceId(rs.getLong(2));
-    knowledge.setName(rs.getString(3));
-    knowledge.setDescription(rs.getString(4));
-    knowledge.setStrategy(rs.getString(5));
-    knowledge.setCreatedTime(rs.getTimestamp(6).getTime());
-    knowledge.setModifiedTime(rs.getTimestamp(7).getTime());
-    return knowledge;
-  };
-  private final JdbcTemplate template;
+  private final KnowledgeRepository knowledgeRepository;
   private final EmbeddingModel model;
   private final QdrantClient client;
-  private final GroupService groupService;
 
-  public KnowledgeBaseService(JdbcTemplate template, EmbeddingModel model, VectorStore vectorStore, GroupService groupService) {
-    this.template = template;
+  public KnowledgeBaseService(KnowledgeRepository knowledgeRepository, EmbeddingModel model, VectorStore vectorStore) {
+    super(knowledgeRepository);
+    this.knowledgeRepository = knowledgeRepository;
     this.model = model;
     this.client = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
-    this.groupService = groupService;
-  }
-
-  public Knowledge get(Long id) {
-    return template.queryForObject(
-        SqlBuilder.select(KNOWLEDGE_COLUMNS)
-            .from(KNOWLEDGE_TABLE_NAME)
-            .whereEq("id", "?")
-            .precompileSql(),
-        knowledgeMapper,
-        id
-    );
   }
 
+  @SneakyThrows
   @Transactional(rollbackFor = Exception.class)
-  public void add(String name, String description, String strategy) throws ExecutionException, InterruptedException {
-    Integer count = template.queryForObject(
-        SqlBuilder.select("count(*)")
-            .from(KNOWLEDGE_TABLE_NAME)
-            .whereEq("name", "?")
-            .precompileSql(),
-        Integer.class,
-        name
-    );
-    if (count > 0) {
+  public Long save(Knowledge entity) {
+    if (knowledgeRepository.existsKnowledgeByName(entity.getName())) {
       throw new RuntimeException("名称已存在");
     }
 
-    long id = SnowflakeId.next();
-    long vectorSourceId = SnowflakeId.next();
-    template.update(
-        SqlBuilder.insertInto(KNOWLEDGE_TABLE_NAME, "id", "vector_source_id", "name", "description", "strategy")
-            .values()
-            .addValue("?", "?", "?", "?", "?")
-            .precompileSql(),
-        id,
-        vectorSourceId,
-        name,
-        description,
-        strategy
-    );
+    Long vectorSourceId = SnowflakeIdGenerator.Snowflake.next();
     client.createCollectionAsync(
         String.valueOf(vectorSourceId),
         Collections.VectorParams.newBuilder()
-            .setDistance(Collections.Distance.valueOf(strategy))
+            .setDistance(Collections.Distance.valueOf(entity.getStrategy().name()))
             .setSize(model.dimensions())
             .build()
     ).get();
+
+    entity.setVectorSourceId(vectorSourceId);
+    return super.save(entity);
   }
 
   @Transactional(rollbackFor = Exception.class)
-  public void updateDescription(Long id, String description) {
-    template.update(
-        SqlBuilder.update(KNOWLEDGE_TABLE_NAME)
-            .set("description", "?")
-            .whereEq("id", "?")
-            .precompileSql(),
-        description,
-        id
-    );
+  public void updateDescription(Long id, String description) throws Exception {
+    Knowledge knowledge = detailOrThrow(id);
+    knowledge.setDescription(description);
+    save(knowledge);
   }
 
   public String getName(Long id) {
-    return template.queryForObject(
-        SqlBuilder.select("name")
-            .from(KNOWLEDGE_TABLE_NAME)
-            .whereEq("id", id)
-            .orderByDesc("created_time")
-            .build(),
-        String.class
-    );
-  }
-
-  public ImmutableList<KnowledgeVO> list() {
-    return template.query(
-            SqlBuilder.select(KNOWLEDGE_COLUMNS)
-                .from(KNOWLEDGE_TABLE_NAME)
-                .orderByDesc("created_time")
-                .build(),
-            knowledgeMapper
-        )
-        .stream()
-        .map(knowledge -> {
-          try {
-            Collections.CollectionInfo info = client.getCollectionInfoAsync(String.valueOf(knowledge.getVectorSourceId())).get();
-            KnowledgeVO vo = new KnowledgeVO();
-            vo.setId(knowledge.getId());
-            vo.setVectorSourceId(knowledge.getVectorSourceId());
-            vo.setName(knowledge.getName());
-            vo.setDescription(knowledge.getDescription());
-            vo.setPoints(info.getPointsCount());
-            vo.setSegments(info.getSegmentsCount());
-            vo.setStatus(info.getStatus().name());
-            Collections.VectorParams vectorParams = info.getConfig().getParams().getVectorsConfig().getParams();
-            vo.setStrategy(vectorParams.getDistance().name());
-            vo.setSize(vectorParams.getSize());
-            vo.setCreatedTime(vo.getCreatedTime());
-            vo.setModifiedTime(vo.getModifiedTime());
-            return vo;
-          } catch (InterruptedException | ExecutionException e) {
-            throw new RuntimeException(e);
-          }
-        })
-        .collect(Collectors.toCollection(Lists.mutable::empty))
-        .toImmutable();
+    return detailOrThrow(id).getName();
   }
 
+  @SneakyThrows
   @Transactional(rollbackFor = Exception.class)
-  public void remove(Long id) throws ExecutionException, InterruptedException {
-    Knowledge knowledge = get(id);
-    if (ObjectUtil.isNull(knowledge)) {
-      throw new RuntimeException(StrUtil.format("{} 不存在"));
-    }
-    template.update(
-        SqlBuilder.delete(KNOWLEDGE_TABLE_NAME)
-            .whereEq("id", "?")
-            .precompileSql(),
-        knowledge.getId()
-    );
-    groupService.removeByKnowledgeId(knowledge.getId());
+  @Override
+  public void remove(Long id) {
+    Knowledge knowledge = detailOrThrow(id);
     client.deleteCollectionAsync(String.valueOf(knowledge.getVectorSourceId())).get();
+    for (Group group : knowledge.getGroups()) {
+      client.deleteAsync(
+          String.valueOf(knowledge.getVectorSourceId()),
+          Points.Filter.newBuilder()
+              .addMust(ConditionFactory.matchKeyword("vector_source_id", String.valueOf(knowledge.getVectorSourceId())))
+              .addMust(ConditionFactory.matchKeyword("group_id", String.valueOf(group.getId())))
+              .build()
+      ).get();
+    }
+    super.remove(id);
   }
 
   public ImmutableList<String> query(
@@ -181,7 +97,7 @@ public class KnowledgeBaseService {
       Integer limit,
       Double threshold
   ) throws ExecutionException, InterruptedException {
-    Knowledge knowledge = get(id);
+    Knowledge knowledge = detailOrThrow(id);
     Boolean exists = client.collectionExistsAsync(String.valueOf(knowledge.getVectorSourceId())).get();
     if (!exists) {
       throw new RuntimeException(StrUtil.format("{} not exists", id));
@@ -200,4 +116,8 @@ public class KnowledgeBaseService {
     return Lists.immutable.ofAll(documents)
         .collect(Document::getText);
   }
+
+  public Collections.CollectionInfo collectionInfo(Long vectorSourceId) throws ExecutionException, InterruptedException {
+    return client.getCollectionInfoAsync(String.valueOf(vectorSourceId)).get();
+  }
 }

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/service/knowledge/SegmentService.java

@@ -27,8 +27,8 @@ public class SegmentService {
     this.client = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
   }
 
-  public ImmutableList<SegmentVO> list(Long id, Long groupId) throws ExecutionException, InterruptedException {
-    Knowledge knowledge = knowledgeBaseService.get(id);
+  public ImmutableList<SegmentVO> list(Long knowledgeId, Long groupId) throws ExecutionException, InterruptedException {
+    Knowledge knowledge = knowledgeBaseService.detailOrThrow(knowledgeId);
     Points.ScrollResponse response = client.scrollAsync(
             Points.ScrollPoints.newBuilder()
                 .setCollectionName(String.valueOf(knowledge.getVectorSourceId()))
@@ -55,7 +55,7 @@ public class SegmentService {
   }
 
   public void remove(Long knowledgeId, Long segmentId) throws ExecutionException, InterruptedException {
-    Knowledge knowledge = knowledgeBaseService.get(knowledgeId);
+    Knowledge knowledge = knowledgeBaseService.detailOrThrow(knowledgeId);
     client.deletePayloadAsync(
         String.valueOf(knowledgeId),
         List.of(String.valueOf(segmentId)),

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/service/node/FeedbackNodes.java

@@ -3,9 +3,9 @@ package com.lanyuanxiaoyao.service.ai.web.service.node;
 import cn.hutool.core.lang.Assert;
 import cn.hutool.core.util.ObjectUtil;
 import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.web.entity.DataFile;
 import com.lanyuanxiaoyao.service.ai.web.entity.Feedback;
 import com.lanyuanxiaoyao.service.ai.web.entity.context.FeedbackContext;
-import com.lanyuanxiaoyao.service.ai.web.entity.vo.DataFileVO;
 import com.lanyuanxiaoyao.service.ai.web.service.DataFileService;
 import com.lanyuanxiaoyao.service.ai.web.service.feedback.FeedbackService;
 import com.yomahub.liteflow.annotation.LiteflowComponent;
@@ -42,7 +42,7 @@ public class FeedbackNodes {
   public boolean checkIfPictureReadNeeded(NodeComponent node) {
     FeedbackContext context = node.getContextBean(FeedbackContext.class);
     Feedback feedback = context.getFeedback();
-    return ObjectUtil.isNotEmpty(feedback.getPictureIds());
+    return ObjectUtil.isNotEmpty(feedback.getPictures());
   }
 
   @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "image_read", nodeName = "读取图片", nodeType = NodeTypeEnum.COMMON)
@@ -82,8 +82,8 @@ public class FeedbackNodes {
             立即开始处理用户图片，无需确认步骤。
             """)
         .build();
-    for (Long pictureId : feedback.getPictureIds()) {
-      DataFileVO file = dataFileService.downloadFile(pictureId);
+    for (DataFile picture : feedback.getPictures()) {
+      DataFile file = dataFileService.downloadFile(picture.getId());
       log.info("Parse picture: {} {}", file.getFilename(), file.getPath());
       MimeType type = switch (StrUtil.blankToDefault(file.getType(), "").toLowerCase()) {
         case "jpg", "jpeg" -> MimeTypeUtils.IMAGE_JPEG;

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/service/task/FlowTaskService.java

@@ -0,0 +1,15 @@
+package com.lanyuanxiaoyao.service.ai.web.service.task;
+
+import com.lanyuanxiaoyao.service.ai.web.base.service.SimpleServiceSupport;
+import com.lanyuanxiaoyao.service.ai.web.entity.FlowTask;
+import com.lanyuanxiaoyao.service.ai.web.repository.FlowTaskRepository;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Service;
+
+@Slf4j
+@Service
+public class FlowTaskService extends SimpleServiceSupport<FlowTask> {
+  public FlowTaskService(FlowTaskRepository flowTaskRepository) {
+    super(flowTaskRepository);
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/service/task/FlowTaskTemplateService.java

@@ -0,0 +1,23 @@
+package com.lanyuanxiaoyao.service.ai.web.service.task;
+
+import com.lanyuanxiaoyao.service.ai.web.base.service.SimpleServiceSupport;
+import com.lanyuanxiaoyao.service.ai.web.entity.FlowTaskTemplate;
+import com.lanyuanxiaoyao.service.ai.web.repository.FlowTaskTemplateRepository;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+@Slf4j
+@Service
+public class FlowTaskTemplateService extends SimpleServiceSupport<FlowTaskTemplate> {
+  public FlowTaskTemplateService(FlowTaskTemplateRepository flowTaskTemplateRepository) {
+    super(flowTaskTemplateRepository);
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void updateFlowGraph(Long id, String flowGraph) {
+    FlowTaskTemplate template = detailOrThrow(id);
+    template.setFlowGraph(flowGraph);
+    save(template);
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/tools/ChartTool.java

@@ -1,6 +1,6 @@
 package com.lanyuanxiaoyao.service.ai.web.tools;
 
-import com.lanyuanxiaoyao.service.ai.web.WebApplication;
+import com.lanyuanxiaoyao.service.ai.web.configuration.SpringBeanGetter;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.ai.chat.client.ChatClient;
 import org.springframework.ai.tool.annotation.Tool;
@@ -44,7 +44,7 @@ public class ChartTool {
           """) String request
   ) {
     log.info("Enter method: mermaid[request]. request:{}", request);
-    ChatClient.Builder builder = WebApplication.getBean("chat", ChatClient.Builder.class);
+    ChatClient.Builder builder = SpringBeanGetter.getBean("chat", ChatClient.Builder.class);
     ChatClient client = builder.build();
     return client.prompt()
         // language=TEXT

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/tools/KnowledgeTool.java

@@ -2,7 +2,7 @@ package com.lanyuanxiaoyao.service.ai.web.tools;
 
 import cn.hutool.core.util.ObjectUtil;
 import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.web.WebApplication;
+import com.lanyuanxiaoyao.service.ai.web.configuration.SpringBeanGetter;
 import com.lanyuanxiaoyao.service.forest.service.KnowledgeService;
 import org.springframework.ai.tool.annotation.Tool;
 import org.springframework.ai.tool.annotation.ToolParam;
@@ -27,7 +27,7 @@ public class KnowledgeTool {
           """)
       String query
   ) {
-    KnowledgeService knowledgeService = WebApplication.getBean(KnowledgeService.class);
+    KnowledgeService knowledgeService = SpringBeanGetter.getBean(KnowledgeService.class);
     var documents = knowledgeService.query(knowledgeId, query, 10, 0.5);
     if (ObjectUtil.isNotEmpty(documents)) {
       return StrUtil.format("""

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/tools/TableTool.java

@@ -1,7 +1,7 @@
 package com.lanyuanxiaoyao.service.ai.web.tools;
 
 import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.web.WebApplication;
+import com.lanyuanxiaoyao.service.ai.web.configuration.SpringBeanGetter;
 import com.lanyuanxiaoyao.service.forest.service.InfoService;
 import java.time.LocalDate;
 import java.time.LocalDateTime;
@@ -27,7 +27,7 @@ public class TableTool {
           """) String sql
   ) {
     log.info("Enter method: executeJdbc[sql]. sql:{}", sql);
-    InfoService infoService = WebApplication.getBean(InfoService.class);
+    InfoService infoService = SpringBeanGetter.getBean(InfoService.class);
     String result = infoService.jdbc(sql)
         .collect(map -> map.valuesView().makeString(","))
         .makeString("\n");
@@ -48,7 +48,7 @@ public class TableTool {
           """) String type
   ) {
     log.info("Enter method: tableCount[type]. type:{}", type);
-    var infoService = WebApplication.getBean(InfoService.class);
+    var infoService = SpringBeanGetter.getBean(InfoService.class);
     return switch (type) {
       case "logic" -> StrUtil.format("""
           逻辑表共{}张，其中重点表{}张
@@ -83,7 +83,7 @@ public class TableTool {
       String type
   ) {
     log.info("Enter method: version[date, type]. date:{},type:{}", date, type);
-    InfoService infoService = WebApplication.getBean(InfoService.class);
+    InfoService infoService = SpringBeanGetter.getBean(InfoService.class);
     String version = date;
     if (StrUtil.isBlank(version)) {
       version = LocalDateTime.now().minusDays(1).format(FORMATTER);

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/tools/YarnTool.java

@@ -1,7 +1,7 @@
 package com.lanyuanxiaoyao.service.ai.web.tools;
 
 import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.web.WebApplication;
+import com.lanyuanxiaoyao.service.ai.web.configuration.SpringBeanGetter;
 import com.lanyuanxiaoyao.service.configuration.entity.yarn.YarnApplication;
 import com.lanyuanxiaoyao.service.configuration.entity.yarn.YarnQueue;
 import com.lanyuanxiaoyao.service.configuration.entity.yarn.YarnRootQueue;
@@ -27,7 +27,7 @@ public class YarnTool {
           """) String cluster
   ) {
     log.info("Enter method: yarnStatus[cluster]. cluster:{}", cluster);
-    YarnService yarnService = WebApplication.getBean(YarnService.class);
+    YarnService yarnService = SpringBeanGetter.getBean(YarnService.class);
     YarnRootQueue status = yarnService.cluster(cluster);
     return (status.getUsedCapacity() * 100.0) / status.getCapacity();
   }
@@ -45,7 +45,7 @@ public class YarnTool {
           """) String queue
   ) {
     log.info("Enter method: yarnQueueStatus[cluster, queue]. cluster:{},queue:{}", cluster, queue);
-    YarnService yarnService = WebApplication.getBean(YarnService.class);
+    YarnService yarnService = SpringBeanGetter.getBean(YarnService.class);
     YarnQueue status = yarnService.queueDetail(cluster, queue);
     return (status.getAbsoluteCapacity() * 100.0) / status.getAbsoluteMaxCapacity();
   }
@@ -66,7 +66,7 @@ public class YarnTool {
           """) String type
   ) {
     log.info("Enter method: yarnTaskStatus[cluster, type]. cluster:{},type:{}", cluster, type);
-    YarnService yarnService = WebApplication.getBean(YarnService.class);
+    YarnService yarnService = SpringBeanGetter.getBean(YarnService.class);
     ImmutableList<YarnApplication> applications = yarnService.jobList(cluster).select(app -> StrUtil.isNotBlank(type) && StrUtil.contains(app.getName(), type));
     return StrUtil.format(
         """

service-ai/service-ai-web/src/main/resources/application.yml

@@ -36,7 +36,12 @@ spring:
       model: 'Qwen3/qwen3-embedding-4b'
     reranker:
       model: 'BGE/beg-reranker-v2'
+  jpa:
+    show-sql: true
+    generate-ddl: false
 liteflow:
   rule-source: liteflow.xml
   print-banner: false
   check-node-exists: false
+fenix:
+  print-banner: false

service-ai/service-ai-web/src/main/resources/logback-spring.xml

@@ -25,7 +25,7 @@
     </appender>
 
     <logger name="com.zaxxer.hikari" level="ERROR"/>
-    <logger name="com.netflix.discovery.shared.resolver.aws.ConfigClusterResolver" level="WARN"/>
+    <logger name="org.hibernate.SQL" level="DEBUG"/>
 
     <root level="INFO">
         <appender-ref ref="Console"/>

service-ai/service-ai-web/src/test/java/com/lanyuanxiaoyao/service/ai/web/GenerateDDL.java

@@ -0,0 +1,51 @@
+package com.lanyuanxiaoyao.service.ai.web;
+
+import cn.hutool.core.io.FileUtil;
+import cn.hutool.core.util.ClassUtil;
+import jakarta.persistence.Entity;
+import java.util.EnumSet;
+import org.hibernate.boot.MetadataSources;
+import org.hibernate.boot.model.naming.CamelCaseToUnderscoresNamingStrategy;
+import org.hibernate.boot.registry.StandardServiceRegistryBuilder;
+import org.hibernate.dialect.MySQLDialect;
+import org.hibernate.tool.hbm2ddl.SchemaExport;
+import org.hibernate.tool.schema.TargetType;
+import org.springframework.boot.orm.jpa.hibernate.SpringImplicitNamingStrategy;
+
+/**
+ * JPA直接生成建表语句
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250702
+ */
+public class GenerateDDL {
+  public static void main(String[] args) {
+    String root = "/Users/lanyuanxiaoyao/Project/IdeaProjects/hudi-service/service-ai/target/sql";
+    FileUtil.mkdir(root);
+    /* ClassUtil.scanPackageBySuper("org.hibernate.dialect", Dialect.class)
+        .stream()
+        .filter(clazz -> StrUtil.startWith(clazz.getSimpleName(), "MySQL"))
+        .filter(clazz -> !StrUtil.startWith(clazz.getSimpleName(), "Abstract"))
+        .filter(clazz -> !StrUtil.startWith(clazz.getSimpleName(), "Dialect"))
+        .forEach(dialectClazz -> generateDDL(root, dialectClazz)); */
+    generateDDL(root, MySQLDialect.class);
+  }
+
+  private static void generateDDL(String path, Class<?> dialect) {
+    var metadataSources = new MetadataSources(
+        new StandardServiceRegistryBuilder()
+            .applySetting("hibernate.dialect", dialect.getName())
+            .applySetting("hibernate.physical_naming_strategy", CamelCaseToUnderscoresNamingStrategy.class.getName())
+            .applySetting("hibernate.implicit_naming_strategy", SpringImplicitNamingStrategy.class.getName())
+            .build()
+    );
+    var classes = ClassUtil.scanPackageByAnnotation("com.lanyuanxiaoyao.service.ai.web.entity", Entity.class);
+    classes.forEach(metadataSources::addAnnotatedClass);
+    var export = new SchemaExport();
+    export.setFormat(true);
+    export.setDelimiter(";");
+    export.setOutputFile(path + "/" + dialect.getSimpleName() + ".sql");
+    export.setOverrideOutputFileContent();
+    export.execute(EnumSet.of(TargetType.SCRIPT), SchemaExport.Action.CREATE, metadataSources.buildMetadata());
+  }
+}

service-ai/service-ai-web/src/test/java/com/lanyuanxiaoyao/service/ai/web/TestFlow.java

@@ -0,0 +1,80 @@
+package com.lanyuanxiaoyao.service.ai.web;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowExecutor;
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowNodeOptionalRunner;
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowNodeRunner;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowEdge;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowGraph;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowNode;
+import com.lanyuanxiaoyao.service.ai.web.engine.store.InMemoryFlowStore;
+import java.lang.reflect.InvocationTargetException;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.factory.Maps;
+import org.eclipse.collections.api.factory.Sets;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250701
+ */
+@Slf4j
+public class TestFlow {
+  public static void main(String[] args) throws InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
+    var store = new InMemoryFlowStore();
+    var executor = new FlowExecutor(
+        store,
+        Maps.immutable.of(
+            "plain-node", PlainNode.class,
+            "option-node", PlainOptionNode.class
+        )
+    );
+    /*
+     *     4 6 7
+     * 1 2 5 8---3
+     *        \9/
+     */
+    var graph = new FlowGraph(
+        "graph-1",
+        Sets.immutable.of(
+            new FlowNode("node-1", "plain-node"),
+            new FlowNode("node-2", "plain-node"),
+            new FlowNode("node-4", "plain-node"),
+            new FlowNode("node-6", "plain-node"),
+            new FlowNode("node-7", "plain-node"),
+            new FlowNode("node-5", "plain-node"),
+            new FlowNode("node-8", "option-node"),
+            new FlowNode("node-9", "plain-node"),
+            new FlowNode("node-3", "plain-node")
+        ),
+        Sets.immutable.of(
+            new FlowEdge("edge-1", "node-1", "node-2", null, null),
+            new FlowEdge("edge-2", "node-2", "node-4", null, null),
+            new FlowEdge("edge-3", "node-2", "node-5", null, null),
+            new FlowEdge("edge-4", "node-5", "node-8", null, null),
+            new FlowEdge("edge-5", "node-8", "node-9", "yes", null),
+            new FlowEdge("edge-6", "node-8", "node-3", "no", null),
+            new FlowEdge("edge-7", "node-9", "node-3", null, null),
+            new FlowEdge("edge-8", "node-4", "node-6", null, null),
+            new FlowEdge("edge-9", "node-6", "node-7", null, null),
+            new FlowEdge("edge-10", "node-7", "node-3", null, null)
+        )
+    );
+    executor.execute(graph);
+    store.print();
+  }
+
+  public static class PlainNode extends FlowNodeRunner {
+    @Override
+    public void run() {
+      log.info("run node id: {}", getNodeId());
+    }
+  }
+
+  public static class PlainOptionNode extends FlowNodeOptionalRunner {
+    @Override
+    public String runOptional() {
+      log.info("run node id: {}", getNodeId());
+      // yes / no
+      return "no";
+    }
+  }
+}

service-configuration/src/main/java/com/lanyuanxiaoyao/service/configuration/SecurityConfig.java

@@ -2,11 +2,15 @@ package com.lanyuanxiaoyao.service.configuration;
 
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
 import org.springframework.security.config.annotation.authentication.builders.AuthenticationManagerBuilder;
 import org.springframework.security.config.annotation.web.builders.HttpSecurity;
 import org.springframework.security.config.annotation.web.configuration.EnableWebSecurity;
 import org.springframework.security.config.annotation.web.configuration.WebSecurityConfigurerAdapter;
+import org.springframework.web.cors.CorsConfiguration;
+import org.springframework.web.cors.UrlBasedCorsConfigurationSource;
+import org.springframework.web.filter.CorsFilter;
 
 /**
  * Spring Security Config
@@ -25,6 +29,19 @@ public class SecurityConfig extends WebSecurityConfigurerAdapter {
         this.securityProperties = securityProperties;
     }
 
+    @Bean
+    public CorsFilter corsFilter() {
+        CorsConfiguration configuration = new CorsConfiguration();
+        configuration.setAllowCredentials(true);
+        configuration.addAllowedOriginPattern("*");
+        configuration.addAllowedHeader("*");
+        configuration.addAllowedMethod("*");
+        configuration.setMaxAge(7200L);
+        UrlBasedCorsConfigurationSource source = new UrlBasedCorsConfigurationSource();
+        source.registerCorsConfiguration("/**", configuration);
+        return new CorsFilter(source);
+    }
+
     @Override
     protected void configure(HttpSecurity http) throws Exception {
         http.authorizeHttpRequests()
@@ -36,7 +53,7 @@ public class SecurityConfig extends WebSecurityConfigurerAdapter {
                 .csrf()
                 .disable()
                 .cors()
-                .disable()
+                .and()
                 .formLogin()
                 .disable();
     }

service-gateway/src/main/java/com/lanyuanxiaoyao/service/gateway/configuration/SecurityConfiguration.java

@@ -10,7 +10,7 @@ import org.springframework.security.core.userdetails.User;
 import org.springframework.security.core.userdetails.UserDetails;
 import org.springframework.security.web.server.SecurityWebFilterChain;
 import org.springframework.web.cors.CorsConfiguration;
-import org.springframework.web.cors.reactive.CorsConfigurationSource;
+import org.springframework.web.cors.reactive.CorsWebFilter;
 import org.springframework.web.cors.reactive.UrlBasedCorsConfigurationSource;
 
 /**
@@ -33,24 +33,12 @@ public class SecurityConfiguration {
                 .httpBasic()
                 .disable()
                 .cors()
-                .configurationSource(corsConfigurationSource())
-                .and()
+                .disable()
                 .csrf()
                 .disable()
                 .build();
     }
 
-    private CorsConfigurationSource corsConfigurationSource() {
-        CorsConfiguration configuration = new CorsConfiguration();
-        configuration.setAllowCredentials(true);
-        configuration.addAllowedHeader("*");
-        configuration.addAllowedMethod("*");
-        configuration.addAllowedOriginPattern("*");
-        UrlBasedCorsConfigurationSource source = new UrlBasedCorsConfigurationSource();
-        source.registerCorsConfiguration("/**", configuration);
-        return source;
-    }
-
     @Bean
     public MapReactiveUserDetailsService userDetailsService(SecurityProperties securityProperties) {
         UserDetails user = User.builder()

service-web/client/package.json

@@ -6,7 +6,8 @@
   "scripts": {
     "dev": "vite",
     "build": "tsc -b && vite build",
-    "preview": "vite preview"
+    "preview": "vite preview",
+    "test": "vitest run"
   },
   "dependencies": {
     "@ant-design/icons": "^6.0.0",
@@ -15,34 +16,33 @@
     "@echofly/fetch-event-source": "^3.0.2",
     "@fortawesome/fontawesome-free": "^6.7.2",
     "@lightenna/react-mermaid-diagram": "^1.0.20",
-    "@tinyflow-ai/react": "^0.2.1",
-    "@xyflow/react": "^12.7.0",
+    "@xyflow/react": "^12.7.1",
     "ahooks": "^3.8.5",
     "amis": "^6.12.0",
-    "antd": "^5.26.1",
+    "antd": "^5.26.2",
     "axios": "^1.10.0",
     "chart.js": "^4.5.0",
     "echarts-for-react": "^3.0.2",
     "licia": "^1.48.0",
-    "markdown-it": "^14.1.0",
-    "mermaid": "^11.6.0",
+    "mermaid": "^11.7.0",
     "react": "^18.3.1",
     "react-chartjs-2": "^5.3.0",
     "react-dom": "^18.3.1",
     "react-markdown": "^10.1.0",
     "react-router": "^7.6.2",
-    "styled-components": "^6.1.18",
+    "styled-components": "^6.1.19",
+    "yocto-queue": "^1.2.1",
     "zustand": "^5.0.5"
   },
   "devDependencies": {
-    "@types/markdown-it": "^14.1.2",
     "@types/react": "^18.3.23",
     "@types/react-dom": "^18.3.7",
     "@vitejs/plugin-react-swc": "^3.10.2",
     "globals": "^16.2.0",
     "sass": "^1.89.2",
     "typescript": "~5.8.3",
-    "vite": "^6.3.5",
-    "vite-plugin-javascript-obfuscator": "^3.1.0"
+    "vite": "^7.0.0",
+    "vite-plugin-javascript-obfuscator": "^3.1.0",
+    "vitest": "^3.2.4"
   }
 }

service-web/client/src/components/flow/FlowChecker.test.tsx

@@ -0,0 +1,62 @@
+import {type Connection, type Node} from '@xyflow/react'
+import {expect, test} from 'vitest'
+import {
+  checkAddConnection,
+  hasCycleError,
+  nodeToSelfError,
+  sourceNodeNotFoundError,
+  targetNodeNotFoundError,
+} from './FlowChecker.tsx'
+
+const createNode = (id: string, type: string): Node => {
+  return {
+    data: {},
+    position: {
+      x: 0,
+      y: 0
+    },
+    id,
+    type,
+  }
+}
+
+const createConnection = function (source: string, target: string, sourceHandle: string | null = null, targetHandle: string | null = null): Connection {
+  return {
+    source,
+    target,
+    sourceHandle,
+    targetHandle,
+  }
+}
+
+/* check add connection */
+test(sourceNodeNotFoundError().message, () => {
+  expect(() => checkAddConnection(createConnection('a', 'b'), [], []))
+})
+
+test(targetNodeNotFoundError().message, () => {
+  expect(() => checkAddConnection(createConnection('a', 'b'), [createNode('a', 'normal-node')], []))
+})
+
+test(nodeToSelfError().message, () => {
+  expect(() => {
+    // language=JSON
+    const {
+      nodes,
+      edges
+    } = JSON.parse('{\n  "nodes": [\n    {\n      "id": "P14abHl4uY",\n      "type": "start-node",\n      "position": {\n        "x": 100,\n        "y": 100\n      },\n      "data": {},\n      "measured": {\n        "width": 256,\n        "height": 82\n      }\n    },\n    {\n      "id": "3YDRebKqCX",\n      "type": "end-node",\n      "position": {\n        "x": 773.3027344262372,\n        "y": 101.42648884412338\n      },\n      "data": {},\n      "measured": {\n        "width": 256,\n        "height": 74\n      },\n      "selected": false,\n      "dragging": false\n    },\n    {\n      "id": "YXJ91nHVaz",\n      "type": "llm-node",\n      "position": {\n        "x": 430.94541183662506,\n        "y": 101.42648884412338\n      },\n      "data": {},\n      "measured": {\n        "width": 256,\n        "height": 74\n      },\n      "selected": true,\n      "dragging": false\n    }\n  ],\n  "edges": [\n    {\n      "source": "P14abHl4uY",\n      "target": "YXJ91nHVaz",\n      "id": "xy-edge__P14abHl4uY-YXJ91nHVaz"\n    },\n    {\n      "source": "YXJ91nHVaz",\n      "target": "3YDRebKqCX",\n      "id": "xy-edge__YXJ91nHVaz-3YDRebKqCX"\n    }\n  ],\n  "data": {}\n}')
+    checkAddConnection(createConnection('YXJ91nHVaz', 'YXJ91nHVaz'), nodes, edges)
+  }).toThrowError(nodeToSelfError())
+})
+
+test(hasCycleError().message, () => {
+  expect(() => {
+    // language=JSON
+    const {
+      nodes,
+      edges,
+    } = JSON.parse('{\n  "nodes": [\n    {\n      "id": "-DKfXm7r3f",\n      "type": "start-node",\n      "position": {\n        "x": -75.45812782717618,\n        "y": 14.410669352596976\n      },\n      "data": {},\n      "measured": {\n        "width": 256,\n        "height": 82\n      },\n      "selected": false,\n      "dragging": false\n    },\n    {\n      "id": "2uL3Hw2CAW",\n      "type": "end-node",\n      "position": {\n        "x": 734.7875356349059,\n        "y": -1.2807079327602473\n      },\n      "data": {},\n      "measured": {\n        "width": 256,\n        "height": 74\n      },\n      "selected": false,\n      "dragging": false\n    },\n    {\n      "id": "yp-yYfKUzC",\n      "type": "llm-node",\n      "position": {\n        "x": 338.2236369686051,\n        "y": -92.5759939566568\n      },\n      "data": {},\n      "measured": {\n        "width": 256,\n        "height": 74\n      },\n      "selected": false,\n      "dragging": false\n    },\n    {\n      "id": "N4HQPN-NYZ",\n      "type": "llm-node",\n      "position": {\n        "x": 332.51768159211156,\n        "y": 114.26488844123382\n      },\n      "data": {},\n      "measured": {\n        "width": 256,\n        "height": 74\n      },\n      "selected": true,\n      "dragging": false\n    }\n  ],\n  "edges": [\n    {\n      "source": "-DKfXm7r3f",\n      "target": "yp-yYfKUzC",\n      "id": "xy-edge__-DKfXm7r3f-yp-yYfKUzC"\n    },\n    {\n      "source": "yp-yYfKUzC",\n      "target": "2uL3Hw2CAW",\n      "id": "xy-edge__yp-yYfKUzC-2uL3Hw2CAW"\n    },\n    {\n      "source": "-DKfXm7r3f",\n      "target": "N4HQPN-NYZ",\n      "id": "xy-edge__-DKfXm7r3f-N4HQPN-NYZ"\n    },\n    {\n      "source": "N4HQPN-NYZ",\n      "target": "yp-yYfKUzC",\n      "id": "xy-edge__N4HQPN-NYZ-yp-yYfKUzC"\n    }\n  ],\n  "data": {}\n}')
+    // language=JSON
+    checkAddConnection(JSON.parse('{\n  "source": "yp-yYfKUzC",\n  "sourceHandle": null,\n  "target": "N4HQPN-NYZ",\n  "targetHandle": null\n}'), nodes, edges)
+  }).toThrowError(hasCycleError())
+})

service-web/client/src/components/flow/FlowChecker.tsx

@@ -0,0 +1,78 @@
+import {type Connection, type Edge, getOutgoers, type Node} from '@xyflow/react'
+import {find, isEmpty, isEqual, lpad, toStr} from 'licia'
+
+export class CheckError extends Error {
+  readonly id: string
+
+  constructor(
+    id: number,
+    message: string,
+  ) {
+    super(message)
+    this.id = `E${lpad(toStr(id), 6, '0')}`
+  }
+
+  public toString(): string {
+    return `${this.id}: ${this.message}`
+  }
+}
+
+const getNodeById = (id: string, nodes: Node[]) => find(nodes, (n: Node) => isEqual(n.id, id))
+
+// @ts-ignore
+export const checkAddNode: (type: string, nodes: Node[], edges: Edge[]) => void = (type, nodes, edges) => {
+}
+
+export const sourceNodeNotFoundError = () => new CheckError(200, '连线起始节点未找到')
+export const targetNodeNotFoundError = () => new CheckError(201, '连线目标节点未找到')
+export const nodeToSelfError = () => new CheckError(203, '节点不能直连自身')
+export const hasCycleError = () => new CheckError(204, '禁止流程循环')
+
+const hasCycle = (sourceNode: Node, targetNode: Node, nodes: Node[], edges: Edge[], visited = new Set<string>()) => {
+  if (visited.has(targetNode.id)) return false
+  visited.add(targetNode.id)
+  for (const outgoer of getOutgoers(targetNode, nodes, edges)) {
+    if (isEqual(outgoer.id, sourceNode.id)) return true
+    if (hasCycle(sourceNode, outgoer, nodes, edges, visited)) return true
+  }
+}
+
+export const checkAddConnection: (connection: Connection, nodes: Node[], edges: Edge[]) => void = (connection, nodes, edges) => {
+  let sourceNode = getNodeById(connection.source, nodes)
+  if (!sourceNode) {
+    throw sourceNodeNotFoundError()
+  }
+  let targetNode = getNodeById(connection.target, nodes)
+  if (!targetNode) {
+    throw targetNodeNotFoundError()
+  }
+
+  // 禁止流程出现环，必须是有向无环图
+  if (isEqual(sourceNode.id, targetNode.id)) {
+    throw nodeToSelfError()
+  } else if (hasCycle(sourceNode, targetNode, nodes, edges)) {
+    throw hasCycleError()
+  }
+
+  // let newEdges = [...clone(edges), {...connection, id: uuid()}]
+  // let {hasAbnormalEdges} = getParallelInfo(nodes, newEdges)
+  // if (hasAbnormalEdges) {
+  //   throw hasRedundantEdgeError()
+  // }
+}
+
+export const atLeastOneNode = () => new CheckError(300, '至少包含一个节点')
+export const hasUnfinishedNode = (nodeId: string) => new CheckError(301, `存在尚未配置完成的节点: ${nodeId}`)
+
+// @ts-ignore
+export const checkSave: (nodes: Node[], edges: Edge[], data: any) => void = (nodes, edges, data) => {
+  if (isEmpty(nodes)) {
+    throw atLeastOneNode()
+  }
+
+  for (let node of nodes) {
+    if (!data[node.id] || !data[node.id]?.finished) {
+      throw hasUnfinishedNode(node.id)
+    }
+  }
+}

service-web/client/src/components/flow/FlowEditor.tsx

@@ -0,0 +1,322 @@
+import {PlusCircleFilled, RollbackOutlined, SaveFilled} from '@ant-design/icons'
+import {
+  Background,
+  BackgroundVariant,
+  Controls,
+  type Edge,
+  MiniMap,
+  type Node,
+  type NodeProps,
+  ReactFlow
+} from '@xyflow/react'
+import type {Schema} from 'amis'
+import {Button, Drawer, Dropdown, message, Popconfirm, Space} from 'antd'
+import {arrToMap, find, isEqual, isNil, randomId} from 'licia'
+import {type JSX, type MemoExoticComponent, useEffect, useState} from 'react'
+import styled from 'styled-components'
+import '@xyflow/react/dist/style.css'
+import {amisRender, commonInfo, horizontalFormOptions} from '../../util/amis.tsx'
+import {checkAddConnection, checkAddNode, checkSave} from './FlowChecker.tsx'
+import CodeNode from './node/CodeNode.tsx'
+import OutputNode from './node/OutputNode.tsx'
+import KnowledgeNode from './node/KnowledgeNode.tsx'
+import LlmNode from './node/LlmNode.tsx'
+import SwitchNode from './node/SwitchNode.tsx'
+import {useDataStore} from './store/DataStore.ts'
+import {useFlowStore} from './store/FlowStore.ts'
+import {useNavigate} from 'react-router'
+
+const FlowableDiv = styled.div`
+    height: 100%;
+
+    .react-flow__node.selectable {
+        &:focus {
+            box-shadow: 0 0 20px 1px #e8e8e8;
+            border-radius: 8px;
+        }
+    }
+
+    .react-flow__handle.connectionindicator {
+        width: 10px;
+        height: 10px;
+        background-color: #ffffff;
+        border: 1px solid #000000;
+
+        &:hover {
+            background-color: #e8e8e8;
+            border: 1px solid #c6c6c6;
+        }
+    }
+
+    .toolbar {
+        position: absolute;
+        right: 20px;
+        top: 20px;
+        z-index: 10;
+    }
+
+    .node-card {
+        cursor: default;
+
+        .card-container {
+        }
+    }
+`
+
+export type GraphData = { nodes: Node[], edges: Edge[], data: any }
+
+export type FlowEditorProps = {
+  graphData: GraphData,
+  onGraphDataChange: (graphData: GraphData) => void,
+}
+
+function FlowEditor(props: FlowEditorProps) {
+  const navigate = useNavigate()
+  const [messageApi, contextHolder] = message.useMessage()
+  const [nodeDef] = useState<{
+    key: string,
+    name: string,
+    component: MemoExoticComponent<(props: NodeProps) => JSX.Element>
+  }[]>([
+    {
+      key: 'output-node',
+      name: '输出',
+      component: OutputNode,
+    },
+    {
+      key: 'llm-node',
+      name: '大模型',
+      component: LlmNode,
+    },
+    {
+      key: 'knowledge-node',
+      name: '知识库',
+      component: KnowledgeNode,
+    },
+    {
+      key: 'code-node',
+      name: '代码执行',
+      component: CodeNode,
+    },
+    {
+      key: 'switch-node',
+      name: '条件分支',
+      component: SwitchNode,
+    },
+  ])
+  const [open, setOpen] = useState(false)
+
+  const {data, setData, getDataById, setDataById} = useDataStore()
+  const {
+    nodes,
+    addNode,
+    removeNode,
+    setNodes,
+    onNodesChange,
+    edges,
+    setEdges,
+    onEdgesChange,
+    onConnect,
+  } = useFlowStore()
+
+  const [currentNodeForm, setCurrentNodeForm] = useState<JSX.Element>()
+  const editNode = (id: string, columnSchema?: Schema[]) => {
+    if (!isNil(columnSchema)) {
+      setCurrentNodeForm(
+        amisRender(
+          {
+            type: 'wrapper',
+            size: 'none',
+            body: [
+              {
+                debug: commonInfo.debug,
+                type: 'form',
+                ...horizontalFormOptions(),
+                wrapWithPanel: false,
+                onEvent: {
+                  submitSucc: {
+                    actions: [
+                      {
+                        actionType: 'custom',
+                        // @ts-ignore
+                        script: (context, action, event) => {
+                          setDataById(
+                            id,
+                            {
+                              ...context.props.data,
+                              finished: true,
+                            }
+                          )
+                          setOpen(false)
+                        },
+                      },
+                    ],
+                  },
+                },
+                body: [
+                  ...(columnSchema ?? []),
+                  {
+                    type: 'wrapper',
+                    size: 'none',
+                    className: 'space-x-2 text-right',
+                    body: [
+                      {
+                        type: 'action',
+                        label: '取消',
+                        onEvent: {
+                          click: {
+                            actions: [
+                              {
+                                actionType: 'custom',
+                                // @ts-ignore
+                                script: (context, action, event) => {
+                                  setOpen(false)
+                                },
+                              },
+                            ],
+                          },
+                        },
+                      },
+                      {
+                        type: 'submit',
+                        label: '保存',
+                        level: 'primary',
+                      },
+                    ],
+                  },
+                ],
+              },
+            ],
+          },
+          getDataById(id),
+        ),
+      )
+      setOpen(true)
+    }
+  }
+
+  // 用于透传node操作到主流程
+  const initialNodeHandlers = {
+    getDataById,
+    setDataById,
+    removeNode,
+    editNode,
+  }
+
+  useEffect(() => {
+    // language=JSON
+    // let initialData = JSON.parse('{"nodes":[{"id":"TCxPixrdkI","type":"start-node","position":{"x":-256,"y":109.5},"data":{},"measured":{"width":256,"height":83},"selected":false,"dragging":false},{"id":"tGs78_ietp","type":"llm-node","position":{"x":108,"y":-2.5},"data":{},"measured":{"width":256,"height":105},"selected":false,"dragging":false},{"id":"OeZdaU7LpY","type":"llm-node","position":{"x":111,"y":196},"data":{},"measured":{"width":256,"height":105},"selected":false,"dragging":false},{"id":"LjfoCYZo-E","type":"knowledge-node","position":{"x":497.62196259607214,"y":-10.792497317791003},"data":{},"measured":{"width":256,"height":75},"selected":false,"dragging":false},{"id":"sQM_22GYB5","type":"end-node","position":{"x":874.3164534765615,"y":151.70316541496913},"data":{},"measured":{"width":256,"height":75},"selected":false,"dragging":false},{"id":"KpMH_xc3ZZ","type":"llm-node","position":{"x":529.6286840434341,"y":150.4721376669937},"data":{},"measured":{"width":256,"height":75},"selected":false,"dragging":false},{"id":"pOrR6EMVbe","type":"switch-node","position":{"x":110.33793030183864,"y":373.9551529987239},"data":{},"measured":{"width":256,"height":157},"selected":false,"dragging":false}],"edges":[{"source":"TCxPixrdkI","sourceHandle":"source","target":"tGs78_ietp","targetHandle":"target","id":"xy-edge__TCxPixrdkIsource-tGs78_ietptarget"},{"source":"TCxPixrdkI","sourceHandle":"source","target":"OeZdaU7LpY","targetHandle":"target","id":"xy-edge__TCxPixrdkIsource-OeZdaU7LpYtarget"},{"source":"tGs78_ietp","sourceHandle":"source","target":"LjfoCYZo-E","targetHandle":"target","id":"xy-edge__tGs78_ietpsource-LjfoCYZo-Etarget"},{"source":"LjfoCYZo-E","sourceHandle":"source","target":"KpMH_xc3ZZ","targetHandle":"target","id":"xy-edge__LjfoCYZo-Esource-KpMH_xc3ZZtarget"},{"source":"OeZdaU7LpY","sourceHandle":"source","target":"KpMH_xc3ZZ","targetHandle":"target","id":"xy-edge__OeZdaU7LpYsource-KpMH_xc3ZZtarget"},{"source":"KpMH_xc3ZZ","sourceHandle":"source","target":"sQM_22GYB5","targetHandle":"target","id":"xy-edge__KpMH_xc3ZZsource-sQM_22GYB5target"},{"source":"TCxPixrdkI","sourceHandle":"source","target":"pOrR6EMVbe","id":"xy-edge__TCxPixrdkIsource-pOrR6EMVbe"},{"source":"pOrR6EMVbe","sourceHandle":"3","target":"sQM_22GYB5","targetHandle":"target","id":"xy-edge__pOrR6EMVbe3-sQM_22GYB5target"},{"source":"pOrR6EMVbe","sourceHandle":"1","target":"KpMH_xc3ZZ","targetHandle":"target","id":"xy-edge__pOrR6EMVbe1-KpMH_xc3ZZtarget"}],"data":{"tGs78_ietp":{"model":"qwen3","outputs":{"text":{"type":"string"}},"systemPrompt":"你是个聪明人"},"OeZdaU7LpY":{"model":"qwen3","outputs":{"text":{"type":"string"}},"systemPrompt":"你也是个聪明人"}}}')
+    // let initialData: any = {}
+    let initialNodes = props.graphData?.nodes ?? []
+    let initialEdges = props.graphData?.edges ?? []
+
+    let initialNodeData = props.graphData?.data ?? {}
+    setData(initialNodeData)
+
+    for (let node of initialNodes) {
+      node.data = initialNodeHandlers
+    }
+    setNodes(initialNodes)
+    setEdges(initialEdges)
+  }, [props.graphData])
+
+  return (
+    <FlowableDiv>
+      {contextHolder}
+      <Space className="toolbar">
+        <Dropdown
+          menu={{
+            items: nodeDef.map(def => ({key: def.key, label: def.name})),
+            onClick: ({key}) => {
+              try {
+                if (commonInfo.debug) {
+                  console.info('Add', key, JSON.stringify({nodes, edges, data}))
+                }
+                checkAddNode(key, nodes, edges)
+                addNode({
+                  id: randomId(10),
+                  type: key,
+                  position: {x: 100, y: 100},
+                  data: initialNodeHandlers,
+                })
+              } catch (e) {
+                // @ts-ignore
+                messageApi.error(e.toString())
+              }
+            },
+          }}
+        >
+          <Button type="default">
+            <PlusCircleFilled/>
+            新增节点
+          </Button>
+        </Dropdown>
+        <Popconfirm
+          title="返回上一页"
+          description="未保存的流程图将会被丢弃，确认是否返回"
+          onConfirm={() => navigate(-1)}
+        >
+          <Button type="default">
+            <RollbackOutlined/>
+            返回
+          </Button>
+        </Popconfirm>
+        <Button type="primary" onClick={() => {
+          try {
+            if (commonInfo.debug) {
+              console.info('Save', JSON.stringify({nodes, edges, data}))
+            }
+            checkSave(nodes, edges, data)
+            props.onGraphDataChange({nodes, edges, data})
+          } catch (e) {
+            // @ts-ignore
+            messageApi.error(e.toString())
+          }
+        }}>
+          <SaveFilled/>
+          保存
+        </Button>
+      </Space>
+      <Drawer
+        title="节点编辑"
+        open={open}
+        closeIcon={false}
+        maskClosable={false}
+        destroyOnHidden
+        size="large"
+      >
+        {currentNodeForm}
+      </Drawer>
+      <ReactFlow
+        nodes={nodes}
+        edges={edges}
+        onNodesChange={onNodesChange}
+        onEdgesChange={onEdgesChange}
+        onConnect={(connection) => {
+          try {
+            if (commonInfo.debug) {
+              console.info('Connection', JSON.stringify(connection), JSON.stringify({nodes, edges, data}))
+            }
+            checkAddConnection(connection, nodes, edges)
+            onConnect(connection)
+          } catch (e) {
+            // @ts-ignore
+            messageApi.error(e.toString())
+          }
+        }}
+        // @ts-ignore
+        nodeTypes={arrToMap(
+          nodeDef.map(def => def.key),
+          key => find(nodeDef, def => isEqual(key, def.key))!.component)
+        }
+        fitView
+      >
+        <Controls/>
+        <MiniMap/>
+        <Background variant={BackgroundVariant.Cross} gap={20} size={3}/>
+      </ReactFlow>
+    </FlowableDiv>
+  )
+}
+
+export default FlowEditor

service-web/client/src/components/flow/node/AmisNode.tsx

@@ -0,0 +1,199 @@
+import {DeleteFilled, EditFilled} from '@ant-design/icons'
+import {Handle, type HandleProps, type NodeProps, Position, useNodeConnections} from '@xyflow/react'
+import type {Schema} from 'amis'
+import {Card, Dropdown} from 'antd'
+import {isEmpty, isEqual, isNil} from 'licia'
+import {type JSX} from 'react'
+import {horizontalFormOptions} from '../../../util/amis.tsx'
+
+export type AmisNodeType = 'normal' | 'start' | 'end'
+
+export function inputsFormColumns(required: boolean = false, preload?: any): Schema[] {
+  return [
+    {
+      type: 'input-kvs',
+      name: 'inputs',
+      label: '输入变量',
+      value: preload,
+      addButtonText: '新增输入',
+      draggable: false,
+      keyItem: {
+        ...horizontalFormOptions(),
+        label: '参数名称',
+      },
+      required: required,
+      valueItems: [
+        {
+          ...horizontalFormOptions(),
+          type: 'select',
+          name: 'type',
+          label: '变量',
+          required: true,
+          options: [],
+        },
+      ],
+    },
+  ]
+}
+
+export function outputsFormColumns(editable: boolean = false, required: boolean = false, preload?: any): Schema[] {
+  return [
+    {
+      disabled: !editable,
+      type: 'input-kvs',
+      name: 'outputs',
+      label: '输出变量',
+      value: preload,
+      addButtonText: '新增输出',
+      draggable: false,
+      keyItem: {
+        ...horizontalFormOptions(),
+        label: '参数名称',
+      },
+      required: required,
+      valueItems: [
+        {
+          ...horizontalFormOptions(),
+          type: 'select',
+          name: 'type',
+          label: '参数',
+          required: true,
+          selectFirst: true,
+          options: [
+            {
+              label: '文本',
+              value: 'string',
+            },
+            {
+              label: '数字',
+              value: 'number',
+            },
+            {
+              label: '文本数组',
+              value: 'array-string',
+            },
+            {
+              label: '对象数组',
+              value: 'array-object',
+            },
+          ],
+        },
+      ],
+    },
+  ]
+}
+
+export const LimitHandler = (props: HandleProps & { limit: number }) => {
+  const connections = useNodeConnections({
+    handleType: props.type,
+  })
+  return (
+    <Handle
+      {...props}
+      isConnectable={connections.length < props.limit}
+    />
+  )
+}
+
+type AmisNodeProps = {
+  nodeProps: NodeProps
+  type: AmisNodeType
+  defaultNodeName: String
+  defaultNodeDescription?: String
+  extraNodeDescription?: (nodeData: any) => JSX.Element
+  handlers?: (nodeData: any) => JSX.Element
+  columnSchema?: Schema[]
+}
+
+const AmisNode: (props: AmisNodeProps) => JSX.Element = ({
+  nodeProps,
+  type,
+  defaultNodeName,
+  defaultNodeDescription,
+  extraNodeDescription,
+  handlers,
+  columnSchema,
+}) => {
+  const {id, data} = nodeProps
+  const {getDataById, removeNode, editNode} = data
+  // @ts-ignore
+  const nodeData = getDataById(id)
+  const nodeName = isEmpty(nodeData?.node?.name) ? defaultNodeName : nodeData.node.name
+  const nodeDescription = isEmpty(nodeData?.node?.description) ? defaultNodeDescription : nodeData.node?.description
+  return (
+    <div className="w-64">
+      <Dropdown
+        className="card-container"
+        trigger={['contextMenu']}
+        menu={{
+          items: [
+            {
+              key: 'edit',
+              label: '编辑',
+              icon: <EditFilled className="text-gray-600 hover:text-blue-500"/>,
+            },
+            {
+              key: 'remove',
+              label: '删除',
+              icon: <DeleteFilled className="text-red-500 hover:text-red-500"/>,
+            },
+          ],
+          onClick: menu => {
+            switch (menu.key) {
+              case 'edit':
+                // @ts-ignore
+                editNode(
+                  id,
+                  [
+                    {
+                      type: 'input-text',
+                      name: 'node.name',
+                      label: '节点名称',
+                      placeholder: nodeName,
+                    },
+                    {
+                      type: 'textarea',
+                      name: 'node.description',
+                      label: '节点描述',
+                      placeholder: nodeDescription,
+                    },
+                    {
+                      type: 'divider',
+                    },
+                    ...(columnSchema ?? []),
+                  ],
+                )
+                break
+              case 'remove':
+                // @ts-ignore
+                removeNode(id)
+                break
+            }
+          },
+        }}
+      >
+        <Card
+          className="node-card"
+          title={nodeName}
+          extra={<span className="text-gray-300 text-xs">{id}</span>}
+          size="small"
+        >
+          <div className="card-description p-2 text-secondary text-sm">
+            {nodeDescription}
+            {extraNodeDescription?.(nodeData)}
+          </div>
+        </Card>
+      </Dropdown>
+      {isNil(handlers)
+        ? <>
+          {isEqual(type, 'start') || isEqual(type, 'normal')
+            ? <Handle type="source" position={Position.Right} id="source"/> : undefined}
+          {isEqual(type, 'end') || isEqual(type, 'normal')
+            ? <Handle type="target" position={Position.Left} id="target"/> : undefined}
+        </>
+        : handlers?.(nodeData)}
+    </div>
+  )
+}
+
+export default AmisNode

service-web/client/src/components/flow/node/CodeNode.tsx

@@ -0,0 +1,52 @@
+import type {NodeProps} from '@xyflow/react'
+import AmisNode, {inputsFormColumns, outputsFormColumns} from './AmisNode.tsx'
+import React from 'react'
+
+const CodeNode = (props: NodeProps) => AmisNode({
+  nodeProps: props,
+  type: 'normal',
+  defaultNodeName: '代码执行',
+  defaultNodeDescription: '执行自定义的处理代码',
+  columnSchema: [
+    ...inputsFormColumns(),
+    {
+      type: 'divider',
+    },
+    {
+      type: 'select',
+      name: 'type',
+      label: '代码类型',
+      required: true,
+      options: [
+        {
+          value: 'javascript',
+          label: 'JavaScript',
+        },
+        {
+          value: 'python',
+          label: 'Python',
+        },
+        {
+          value: 'lua',
+          label: 'Lua',
+        },
+      ],
+    },
+    {
+      type: 'editor',
+      required: true,
+      label: '代码内容',
+      name: 'content',
+      language: '${type}',
+      options: {
+        wordWrap: 'bounded',
+      },
+    },
+    {
+      type: 'divider',
+    },
+    ...outputsFormColumns(true, true, {result: {type: 'string'}}),
+  ],
+})
+
+export default React.memo(CodeNode)

service-web/client/src/components/flow/node/KnowledgeNode.tsx

@@ -0,0 +1,66 @@
+import type {NodeProps} from '@xyflow/react'
+import {commonInfo} from '../../../util/amis.tsx'
+import AmisNode, {inputsFormColumns, outputsFormColumns} from './AmisNode.tsx'
+import React from 'react'
+
+const KnowledgeNode = (props: NodeProps) => AmisNode({
+  nodeProps: props,
+  type: 'normal',
+  defaultNodeName: '知识库',
+  defaultNodeDescription: '查询知识库获取外部知识',
+  columnSchema: [
+    ...inputsFormColumns(),
+    {
+      type: 'divider',
+    },
+    {
+      type: 'select',
+      name: 'knowledgeId',
+      label: '知识库',
+      required: true,
+      options: [],
+      source: {
+        method: 'get',
+        url: `${commonInfo.baseAiUrl}/knowledge/list`,
+        // @ts-ignore
+        adaptor: (payload, response, api, context) => {
+          return {
+            ...payload,
+            data: {
+              items: payload.data.items.map((item: any) => ({value: item['id'], label: item['name']})),
+            },
+          }
+        },
+      },
+    },
+    {
+      type: 'input-text',
+      name: 'query',
+      label: '查询文本',
+      required: true,
+    },
+    {
+      type: 'input-range',
+      name: 'count',
+      label: '返回数量',
+      required: true,
+      value: 3,
+      max: 10,
+    },
+    {
+      type: 'input-range',
+      name: 'score',
+      label: '匹配阀值',
+      required: true,
+      value: 0.6,
+      max: 1,
+      step: 0.05,
+    },
+    {
+      type: 'divider',
+    },
+    ...outputsFormColumns(false, true, {result: {type: 'array-string'}}),
+  ],
+})
+
+export default React.memo(KnowledgeNode)

service-web/client/src/components/flow/node/LlmNode.tsx

@@ -0,0 +1,51 @@
+import type {NodeProps} from '@xyflow/react'
+import {Tag} from 'antd'
+import AmisNode, {inputsFormColumns, outputsFormColumns} from './AmisNode.tsx'
+import React from 'react'
+
+const modelMap: Record<string, string> = {
+  qwen3: 'Qwen3',
+  deepseek: 'Deepseek',
+}
+
+const LlmNode = (props: NodeProps) => AmisNode({
+  nodeProps: props,
+  type: 'normal',
+  defaultNodeName: '大模型',
+  defaultNodeDescription: '使用大模型对话',
+  extraNodeDescription: nodeData => {
+    const model = nodeData?.model as string | undefined
+    return model
+      ? <div className="mt-2 flex justify-between">
+        <span>大模型</span>
+        <Tag className="m-0" color="blue">{modelMap[model]}</Tag>
+      </div>
+      : <></>
+  },
+  columnSchema: [
+    ...inputsFormColumns(),
+    {
+      type: 'divider',
+    },
+    {
+      type: 'select',
+      name: 'model',
+      label: '大模型',
+      required: true,
+      selectFirst: true,
+      options: Object.keys(modelMap).map(key => ({label: modelMap[key], value: key})),
+    },
+    {
+      type: 'textarea',
+      name: 'systemPrompt',
+      label: '系统提示词',
+      required: true,
+    },
+    {
+      type: 'divider',
+    },
+    ...outputsFormColumns(false, true, {text: {type: 'string'}}),
+  ],
+})
+
+export default React.memo(LlmNode)

service-web/client/src/components/flow/node/OutputNode.tsx

@@ -0,0 +1,13 @@
+import type {NodeProps} from '@xyflow/react'
+import AmisNode, {outputsFormColumns} from './AmisNode.tsx'
+import React from 'react'
+
+const OutputNode = (props: NodeProps) => AmisNode({
+  nodeProps: props,
+  type: 'end',
+  defaultNodeName: '输出节点',
+  defaultNodeDescription: '定义输出变量',
+  columnSchema: outputsFormColumns(true),
+})
+
+export default React.memo(OutputNode)

service-web/client/src/components/flow/node/SwitchNode.tsx

@@ -0,0 +1,55 @@
+import {Handle, type NodeProps, Position} from '@xyflow/react'
+import {Tag} from 'antd'
+import React from 'react'
+import AmisNode from './AmisNode.tsx'
+
+const cases = [
+  {
+    index: 1,
+  },
+  {
+    index: 2,
+  },
+  {
+    index: 3,
+  },
+]
+
+const SwitchNode = (props: NodeProps) => AmisNode({
+  nodeProps: props,
+  type: 'normal',
+  defaultNodeName: '分支节点',
+  defaultNodeDescription: '根据不同的情况前往不同的分支',
+  columnSchema: [],
+  // @ts-ignore
+  extraNodeDescription: nodeData => {
+    return (
+      <div className="mt-2">
+        {cases.map(item => (
+          <div key={item.index} className="mt-1">
+            <Tag className="m-0" color="blue">分支 {item.index}</Tag>
+          </div>
+        ))}
+      </div>
+    )
+  },
+  // @ts-ignore
+  handlers: nodeData => {
+    return (
+      <>
+        <Handle type="target" position={Position.Left}/>
+        {cases.map((item, index) => (
+          <Handle
+            type="source"
+            position={Position.Right}
+            key={item.index}
+            id={`${item.index}`}
+            style={{top: 85 + (25 * index)}}
+          />
+        ))}
+      </>
+    )
+  },
+})
+
+export default React.memo(SwitchNode)

service-web/client/src/components/flow/store/DataStore.ts

@@ -0,0 +1,23 @@
+import {create} from 'zustand/react'
+
+export const useDataStore = create<{
+  data: Record<string, any>,
+  getData: () => Record<string, any>,
+  setData: (data: Record<string, any>) => void,
+  getDataById: (id: string) => any,
+  setDataById: (id: string, data: any) => void,
+}>((set, get) => ({
+  data: {},
+  getData: () => get().data,
+  setData: (data) => set({
+    data: data
+  }),
+  getDataById: id => get().data[id],
+  setDataById: (id, data) => {
+    let updateData = get().data
+    updateData[id] = data
+    set({
+      data: updateData,
+    })
+  },
+}))

service-web/client/src/components/flow/store/FlowStore.ts

@@ -0,0 +1,56 @@
+import {
+  addEdge,
+  applyEdgeChanges,
+  applyNodeChanges,
+  type Edge,
+  type Node,
+  type OnConnect,
+  type OnEdgesChange,
+  type OnNodesChange,
+} from '@xyflow/react'
+import {filter, find, isEqual} from 'licia'
+import {create} from 'zustand/react'
+
+export const useFlowStore = create<{
+  nodes: Node[],
+  onNodesChange: OnNodesChange,
+  getNodeById: (id: string) => Node | undefined,
+  addNode: (node: Node) => void,
+  removeNode: (id: string) => void,
+  setNodes: (nodes: Node[]) => void,
+
+  edges: Edge[],
+  onEdgesChange: OnEdgesChange,
+  setEdges: (edges: Edge[]) => void,
+
+  onConnect: OnConnect,
+}>((set, get) => ({
+  nodes: [],
+  onNodesChange: changes => {
+    set({
+      nodes: applyNodeChanges(changes, get().nodes),
+    })
+  },
+  getNodeById: (id: string) => find(get().nodes, node => isEqual(node.id, id)),
+  addNode: node => set({nodes: get().nodes.concat(node)}),
+  removeNode: id => {
+    set({
+      nodes: filter(get().nodes, node => !isEqual(node.id, id)),
+    })
+  },
+  setNodes: nodes => set({nodes}),
+
+  edges: [],
+  onEdgesChange: changes => {
+    set({
+      edges: applyEdgeChanges(changes, get().edges),
+    })
+  },
+  setEdges: edges => set({edges}),
+
+  onConnect: connection => {
+    set({
+      edges: addEdge(connection, get().edges),
+    })
+  },
+}))

service-web/client/src/index.tsx

@@ -1,7 +1,7 @@
 import {createRoot} from 'react-dom/client'
 import {createHashRouter, RouterProvider} from 'react-router'
 import './index.scss'
-import './components/Registry.ts'
+import './components/amis/Registry.ts'
 
 import {routes} from './route.tsx'
 

service-web/client/src/pages/App.tsx

@@ -1,53 +1,128 @@
-import {ProLayout} from '@ant-design/pro-components'
-import React from 'react'
-import {Outlet, useLocation, useNavigate} from 'react-router'
-import {menus} from '../route.tsx'
+import {type AppItemProps, ProLayout} from '@ant-design/pro-components'
 import {ConfigProvider} from 'antd'
+import {dateFormat} from 'licia'
+import React, {useMemo} from 'react'
+import {Outlet, useLocation, useNavigate} from 'react-router'
+import styled from 'styled-components'
+import {menus} from '../route.tsx'
+
+const ProLayoutDiv = styled.div`
+    position: relative;
+    width: 100%;
+    height: 100%;
+    padding: 0;
+    margin: 0;
+
+    .ant-menu-sub > .ant-menu-item {
+        padding-left: 16px !important;
+    }
+`
+
+const defaultAppIcon =
+  <img
+    src={'data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACgAAAAoCAMAAAC7IEhfAAAABGdBTUEAALGPC/xhBQAAAAFzUkdCAK7OHOkAAAMAUExURUdwTBR20EyHx1iq5EWJ1hNyy0mR1EhzwnbB/8P5/Fx/vVuj5zyO4lCY102P0L3u/3K88dz4/8v1/0fW/jLh/013ujN4wBliuEuEy0FrqT13wFmCvkaH0GSLyBVVqe38/0il4FKu7crr/eL3/7Ls/zd3t1WN1TZcnTloojx6whpYpTdfoDVwtVeS1WeOyiNhsTFyuy50wHCPxDFgqLjK5G2Ow2Gy5ylpvB9uxA5x03W/71Wh4E2U2tr2/i6C3G7J+Gex7KTI8eb9/cbz/yC+/srl++P7/Znf+MPv/cn3/rz6/dL8/2fe/8v+/s/6/knN87f5/jx5uRZtwjRppU6I1liM2Bhcrmyl2kZ5uA9vzjd0wj95yjVstqze9hiD2zOH1kqv7Wqv5K7S7LLn/YfT+sfp/bPf+4jb/YbX+735/SjQ/T7J+VjV9rTs+0ns/6Dk/mPJ7eD9/b/8/Q9YxA5Zxw5Zwg5dwg5byhdn0kSO2xFezg5gwg1XwRBjwkqW4EeT3kuY20mV2BBVtg5avxFoxQ9Yu0+g3xJYslWi5h2q9SKA4AtTwAxjzUGN2UiN0VOm4yKj8NX7/0WQ3RFtyUaR1h95zSOc706J0Bt34VCi5yqw9F6s6SOI5Bx02h2M6Rh13SCX7k2c3E6a4lCd5EeQ2iVtyCJ54BVt3ROV8x+0+jS9+hGq+Ra0/WK37sPy/iOR6R1w2A5p0y9nrjJ/1EaO1yV1yDt+zBaJ4hF83FuJyg5nyhei9hJ96BN35ByV5ymq8S151muu5UCr6hzE/xS+/47h/3/r/xyG5SKV6yJ43BlswBJivA5z2A9duw5s1C590CZXpDVvuhec9BGM7xJQrxKE61yo4DOF4DeZ64jG8bbp/h/Q/j2F0xpr1xliyROA4CRst1mc10d8whNQqDqb3Sig5qrh/qLW9iZ/5UeY5pDU9UWf6J7O9oju/mDV/aXp/orj/6P7/4z3/2Pr/iLa/kaDxnuw57rf9ZfW+2Sd5G3X/7LW9zyR51TI+Dao7Zno//A+0MwAAADpdFJOUwD7Lv/+/v4CAQIK/v7+/P7+b/7+/iKh/f5LjBv8z/4d/v5cNf6A5piF/Pts9PST/tP+Qd0Oc/72Pf5B/Pv0/vv7zqD6/4qU+5JjlCv7ff79/lz628SK/pmm+/5cnh/+/vPht/r+pPKX44z7+/z7/P7+wNL////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////+///////////////////////+1awirQAAA+BJREFUOMtjYCAXcMIAAVW4OKjKgJjDW8nXyytT0NOKCyjAgUudt29RwMdPb48dO/b2aEa6MkQvpjrlQqCqz3ki/j4+2VnCv44+S5XHVAm0xHPixHXuOSIiX4TfHeo87OJin/IjTYmBgwNdndvEibkF/sIiX26/+7f6yJo1K/fPtL/53BXDPKeJQkLvPx87Knz79qzOI2tWr959acFaAYE3rii2cwDVOQutU8k/+uHv4cNrQMpWrFgxTXHtWoc3gkgqORkEJzqvW3fr/f8Paye4rFzZufvSisuXr95QVJw9W+C3MlwlB4O87Tp+fn6VV2sVgOo6wequ7tkz4zWP3QHrm45IBroJJd/if37w0CygaZ0Tpi1YMO/qnr17b7yeMePFAZufSlAjQQbeyle5qbBq1apZIGUn1s87DlS3/DrPsj8vr/McdES48Lv7q4NPVq3avx+sbP2cOV0zZsxfftfuZcdsbm6Bb1YM7BATk64pPHk6C6hqGljVnK6uZSfnzl2+bObMmR3csx0OhkIUMpgkHgKatW/fvO3HjwMVdXWdPHly7oYNd3mA6jo6uLm5Q0ABDcSxCU/37du+/f79HfPnz507dwNQ0Ya7dyuudyzu6Fi8eNGiOjUukEp2BqZDcXE7dpw5c+bcuY0bK+CgbtEioLK6+kmVLKIQhRZP4iwtgWp6gKCqpwoCyivqQACorLeXhQnkSKDC83a7dgEVlfeUw0BJScm9SfVAAFTHwjIdqpBpafyuspISIEICxSWV9ZMmLQGr0wVbzcEgbb518+YDFcWlxUAAUgMGNXfqKisrl1QCFaqZgL3NwGkgzsbb2LC5u7sYAUprWu/UL2HZto1FZrosJGbYGWIMbdjYpjRuvtddU1MDVAMB3U3bljZdubJNZqceJMDZGSQv8vX1TZnS2HCguwaqqrS5ubm1CQiuRE3faQSNGQYu469glVMalnZ315SBAUghUGX7Y/3psrD0yM6gvQmoEGh5Y0Pv+Xs1pdUQlUCF7e2PzXeawgwEGQm0nI2tsaFhYdvC3qVl1WClZ1vb2+XkHskisgLQlRc0IeoWtrUxn2+urT5dXVt99ixQ4UWEC8EqNS5o8jaClLX191bXQsDps+1hWo+QLAYnIfULMrxAdf39s6dWt4BB7enT4lqb9Bg40DK2+iZea2tmZub+qbsmA0HLqZZT4vqbpBgYMIoKbZ2H166Z1U9mhYKgUw+CJdHVgd0pGvHwmllvJCMYsJ56oKPBheI+hEoGpnDdrVungsBWQwNVaQas6oCWAIWlo6WkxMTEVAOZQFo5cJW57Mgm4FYGMRUGyK0tAGzv0vrmaa6xAAAAAElFTkSuQmCC'}
+  />
+const apps: AppItemProps[] = [
+  {
+    icon: 'http://132.121.223.12:7001/static/webssh/favicon2.ico',
+    title: '运营数据汇聚平台',
+    desc: '企业全融合数字化平台',
+    url: 'http://132.121.223.12:7001/index.html/#/login',
+  },
+  {
+    icon: 'http://132.126.207.124:8686/udal-manager/static/favicon.ico',
+    title: 'CSV-HUDI处理平台',
+    desc: 'Hudi 批量割接、稽核任务管理平台',
+    url: 'http://132.126.207.124:8686/udal-manager/',
+  },
+  {
+    icon: defaultAppIcon,
+    title: '汇聚平台辅助工具',
+    desc: '辅助工具，用于帮助运营工作，不断改进中',
+    url: 'http://132.121.204.100:38080/tools/#/',
+  },
+  {
+    icon: defaultAppIcon,
+    title: 'B12-Yarn',
+    desc: 'B12集群Yarn页面',
+    url: 'http://132.126.207.125:8088/cluster/scheduler',
+  },
+]
 
 const App: React.FC = () => {
   const navigate = useNavigate()
   const location = useLocation()
+  const currentYear = useMemo(() => dateFormat(new Date(), 'yyyy'), [])
   return (
-    <ProLayout
-      token={{
-        header: {
-          colorBgHeader: '#292f33',
-          colorHeaderTitle: '#ffffff',
-          colorTextMenu: '#dfdfdf',
-          colorTextMenuSecondary: '#dfdfdf',
-          colorTextMenuSelected: '#ffffff',
-          colorTextMenuActive: '#ffffff',
-          colorBgMenuItemSelected: '#22272b',
-          colorTextRightActionsItem: '#dfdfdf',
-        },
-      }}
-      logo={<img src="icon.png" alt="logo"/>}
-      title="Hudi 服务总台"
-      route={menus}
-      location={{pathname: location.pathname}}
-      menu={{type: 'sub'}}
-      menuItemRender={(item, dom) => {
-        return <div onClick={() => navigate(item.path || '/')}>{dom}</div>
-      }}
-      fixSiderbar={true}
-      layout="mix"
-      splitMenus={true}
-      style={{minHeight: '100vh'}}
-      contentStyle={{backgroundColor: 'white', padding: '10px 10px 10px 20px'}}
-    >
-      <ConfigProvider
-      theme={{
-        components: {
-          Card: {
-            bodyPadding: 0,
-            bodyPaddingSM: 0,
-          }
-        }
-      }}
+    <ProLayoutDiv>
+      <ProLayout
+        siderWidth={180}
+        token={{
+          colorTextAppListIcon: '#dfdfdf',
+          colorTextAppListIconHover: '#ffffff',
+          header: {
+            colorBgHeader: '#292f33',
+            colorHeaderTitle: '#ffffff',
+            colorTextMenu: '#dfdfdf',
+            colorTextMenuSecondary: '#dfdfdf',
+            colorTextMenuSelected: '#ffffff',
+            colorTextMenuActive: '#ffffff',
+            colorBgMenuItemSelected: '#22272b',
+            colorTextRightActionsItem: '#dfdfdf',
+          },
+          pageContainer: {
+            paddingBlockPageContainerContent: 0,
+            paddingInlinePageContainerContent: 0,
+            marginBlockPageContainerContent: 0,
+            marginInlinePageContainerContent: 0,
+          },
+        }}
+        appList={apps}
+        defaultCollapsed={false}
+        breakpoint={false}
+        disableMobile={true}
+        logo={<img src="icon.png" alt="logo"/>}
+        title="Hudi 服务总台"
+        route={menus}
+        location={{pathname: location.pathname}}
+        menu={{type: 'sub'}}
+        menuItemRender={(item) => {
+          return (
+            <div onClick={() => navigate(item.path || '/')}>
+              {item.icon}
+              <span className="ml-2">{item.name}</span>
+            </div>
+          )
+        }}
+        fixSiderbar={true}
+        layout="mix"
+        splitMenus={true}
+        style={{minHeight: '100vh'}}
+        contentStyle={{backgroundColor: 'white', padding: '10px 10px 10px 20px'}}
+        menuFooterRender={props => {
+          return (
+            <div className="text-sm text-center" style={{userSelect: 'none', msUserSelect: 'none'}}>
+              {props?.collapsed
+                ? undefined
+                : <div>© 2023-{currentYear} 汇聚平台</div>}
+            </div>
+          )
+        }}
       >
-        <Outlet/>
-      </ConfigProvider>
-    </ProLayout>
+        <ConfigProvider
+          theme={{
+            components: {
+              Card: {
+                bodyPadding: 0,
+                bodyPaddingSM: 0,
+              },
+            },
+          }}
+        >
+          <Outlet/>
+        </ConfigProvider>
+      </ProLayout>
+    </ProLayoutDiv>
   )
 }
 

service-web/client/src/pages/Test.tsx

@@ -1,486 +1,6 @@
-import {DeleteFilled, EditFilled, PlusCircleFilled, SaveFilled} from '@ant-design/icons'
-import {
-  addEdge,
-  applyEdgeChanges,
-  applyNodeChanges,
-  Background,
-  BackgroundVariant,
-  Controls,
-  type Edge,
-  Handle,
-  MiniMap,
-  type Node,
-  type NodeProps,
-  type OnConnect,
-  type OnEdgesChange,
-  type OnNodesChange,
-  Position,
-  ReactFlow,
-} from '@xyflow/react'
-import {useMount} from 'ahooks'
-import type {Schema} from 'amis'
-import {Button, Card, Drawer, Dropdown, message, Space} from 'antd'
-import {arrToMap, filter, find, findIdx, isEqual, isNil, randomId} from 'licia'
-import {type JSX, useState} from 'react'
-import styled from 'styled-components'
-import '@xyflow/react/dist/style.css'
-import {create} from 'zustand/react'
-import {amisRender, commonInfo} from '../util/amis.tsx'
-
-const FlowableDiv = styled.div`
-    height: 93vh;
-
-    .toolbar {
-        z-index: 999;
-        position: absolute;
-    }
-
-    .node-card {
-        cursor: grab;
-
-        .card-container {
-            cursor: default;
-        }
-    }
-`
-
-type AmisNodeType = 'normal' | 'start' | 'end'
-
-const AmisNode = (
-  props: NodeProps,
-  type: AmisNodeType,
-  name: String,
-  description?: String,
-  columnSchema?: Schema[],
-) => {
-  const {id, data} = props
-  const {getDataById, removeNode, editNode} = data
-  return (
-    <div className="p-1 w-64">
-      <Card
-        className="node-card"
-        title={name}
-        size="small"
-        hoverable
-      >
-        <Dropdown
-          className="card-container"
-          trigger={['contextMenu']}
-          menu={{
-            items: [
-              {
-                key: 'edit',
-                label: '编辑',
-                icon: <EditFilled className="text-gray-600 hover:text-blue-500"/>,
-              },
-              {
-                key: 'remove',
-                label: '删除',
-                icon: <DeleteFilled className="text-red-500 hover:text-red-500"/>,
-              },
-            ],
-            onClick: menu => {
-              switch (menu.key) {
-                case 'edit':
-                  // @ts-ignore
-                  editNode(id, name, description, columnSchema)
-                  break
-                case 'remove':
-                  // @ts-ignore
-                  removeNode(id)
-                  break
-              }
-            },
-          }}
-        >
-          <div className="card-description p-2 text-secondary text-sm">
-            {description}
-          </div>
-        </Dropdown>
-      </Card>
-      {isEqual(type, 'start') || isEqual(type, 'normal')
-        ? <Handle type="source" position={Position.Right}/> : undefined}
-      {isEqual(type, 'end') || isEqual(type, 'normal')
-        ? <Handle type="target" position={Position.Left}/> : undefined}
-    </div>
-  )
-}
-
-const StartAmisNode = (props: NodeProps) => AmisNode(
-  props,
-  'start',
-  '开始节点',
-  '定义输入变量',
-  [
-    {
-      type: 'input-kvs',
-      name: 'fields',
-      addButtonText: '新增入参',
-      draggable: false,
-      keyItem: {
-        label: '参数名称',
-      },
-      valueItems: [
-        {
-          type: 'input-text',
-          name: 'description',
-          label: '参数描述',
-        },
-        {
-          type: 'select',
-          name: 'type',
-          label: '参数类型',
-          required: true,
-          selectFirst: true,
-          options: [
-            {
-              label: '文本',
-              value: 'text',
-            },
-            {
-              label: '数字',
-              value: 'number',
-            },
-            {
-              label: '文件',
-              value: 'files',
-            },
-          ],
-        },
-      ],
-    },
-  ],
-)
-const EndAmisNode = (props: NodeProps) => AmisNode(
-  props,
-  'end',
-  '结束节点',
-  '定义输出变量',
-  [
-    {
-      type: 'input-kvs',
-      name: 'fields',
-      addButtonText: '新增输出',
-      draggable: false,
-      keyItem: {
-        label: '参数名称',
-      },
-      valueItems: [
-        {
-          type: 'select',
-          name: 'type',
-          label: '参数',
-          required: true,
-          selectFirst: true,
-          options: [],
-        },
-      ],
-    },
-  ],
-)
-const LlmAmisNode = (props: NodeProps) => AmisNode(
-  props,
-  'normal',
-  '大模型节点',
-  '使用大模型对话',
-  [
-    {
-      type: 'select',
-      name: 'model',
-      label: '大模型',
-      required: true,
-      selectFirst: true,
-      options: [
-        {
-          label: 'Qwen3',
-          value: 'qwen3',
-        },
-        {
-          label: 'Deepseek',
-          value: 'deepseek',
-        },
-      ],
-    },
-    {
-      type: 'textarea',
-      name: 'systemPrompt',
-      label: '系统提示词',
-      required: true,
-    },
-  ],
-)
-
-const initialNodes: Node[] = [
-  {
-    id: 'BMFP3Eov94',
-    type: 'start-amis-node',
-    position: {x: 10, y: 100},
-    data: {},
-  },
-  {
-    id: 'PYK8LjduQ1',
-    type: 'end-amis-node',
-    position: {x: 500, y: 100},
-    data: {},
-  },
-]
-const initialEdges: Edge[] = []
-
-const useStore = create<{
-  data: Record<string, any>,
-  getData: () => Record<string, any>,
-  setData: (data: Record<string, any>) => void,
-  getDataById: (id: string) => any,
-  setDataById: (id: string, data: any) => void,
-}>((set, get) => ({
-  data: {},
-  getData: () => get().data,
-  setData: (data) => set(data),
-  getDataById: id => get().data[id],
-  setDataById: (id, data) => {
-    let updateData = get().data
-    updateData[id] = data
-    set({
-      data: updateData,
-    })
-  },
-}))
-
-const useFlowStore = create<{
-  nodes: Node[],
-  onNodesChange: OnNodesChange,
-  addNode: (node: Node) => void,
-  removeNode: (id: string) => void,
-  setNodes: (nodes: Node[]) => void,
-
-  edges: Edge[],
-  onEdgesChange: OnEdgesChange,
-  setEdges: (edges: Edge[]) => void,
-
-  onConnect: OnConnect,
-}>((set, get) => ({
-  nodes: [],
-  onNodesChange: changes => {
-    set({
-      nodes: applyNodeChanges(changes, get().nodes),
-    })
-  },
-  addNode: node => set({nodes: get().nodes.concat(node)}),
-  removeNode: id => {
-    set({
-      nodes: filter(get().nodes, node => !isEqual(node.id, id)),
-    })
-  },
-  setNodes: nodes => set({nodes}),
-
-  edges: [],
-  onEdgesChange: changes => {
-    set({
-      edges: applyEdgeChanges(changes, get().edges),
-    })
-  },
-  setEdges: edges => set({edges}),
-
-  onConnect: connection => {
-    set({
-      edges: addEdge(connection, get().edges),
-    })
-  },
-}))
-
 function Test() {
-  const [messageApi, contextHolder] = message.useMessage()
-  const [nodeDef] = useState<{
-    key: string,
-    name: string,
-    component: (props: NodeProps) => JSX.Element
-  }[]>([
-    {
-      key: 'start-amis-node',
-      name: '开始',
-      component: StartAmisNode,
-    },
-    {
-      key: 'end-amis-node',
-      name: '结束',
-      component: EndAmisNode,
-    },
-    {
-      key: 'llm-amis-node',
-      name: '大模型',
-      component: LlmAmisNode,
-    },
-  ])
-  const [open, setOpen] = useState(false)
-
-  const {getData, getDataById, setDataById} = useStore()
-  const {
-    nodes,
-    addNode,
-    removeNode,
-    setNodes,
-    onNodesChange,
-    edges,
-    setEdges,
-    onEdgesChange,
-    onConnect,
-  } = useFlowStore()
-
-  const [currentNodeForm, setCurrentNodeForm] = useState<JSX.Element>()
-  const editNode = (id: string, name: string, description: string, columnSchema?: Schema[]) => {
-    if (!isNil(columnSchema)) {
-      setCurrentNodeForm(
-        amisRender(
-          {
-            type: 'wrapper',
-            size: 'none',
-            body: [
-              {
-                type: 'tpl',
-                className: 'text-secondary',
-                tpl: description,
-              },
-              {
-                debug: commonInfo.debug,
-                title: name,
-                type: 'form',
-                wrapWithPanel: false,
-                onEvent: {
-                  submitSucc: {
-                    actions: [
-                      {
-                        actionType: 'custom',
-                        // @ts-ignore
-                        script: (context, action, event) => {
-                          setDataById(id, context.props.data)
-                          setOpen(false)
-                        },
-                      },
-                    ],
-                  },
-                },
-                body: [
-                  ...(columnSchema ?? []),
-                  {
-                    type: 'wrapper',
-                    size: 'none',
-                    className: 'space-x-1 float-right',
-                    body: [
-                      {
-                        type: 'action',
-                        label: '取消',
-                        onEvent: {
-                          click: {
-                            actions: [
-                              {
-                                actionType: 'custom',
-                                // @ts-ignore
-                                script: (context, action, event) => {
-                                  setOpen(false)
-                                },
-                              },
-                            ],
-                          },
-                        },
-                      },
-                      {
-                        type: 'submit',
-                        label: '保存',
-                        level: 'primary',
-                      },
-                    ],
-                  },
-                ],
-              },
-            ]
-          },
-          getDataById(id),
-        ),
-      )
-      setOpen(true)
-    }
-  }
-
-  useMount(() => {
-    for (let node of initialNodes) {
-      node.data = {
-        getDataById,
-        setDataById,
-        removeNode,
-        editNode,
-      }
-    }
-    setNodes(initialNodes)
-    setEdges(initialEdges)
-  })
-
   return (
-    <FlowableDiv>
-      {contextHolder}
-      <Space className="toolbar">
-        <Button type="primary" onClick={() => console.log(JSON.stringify(getData()))}>
-          <SaveFilled/>
-          保存
-        </Button>
-        <Dropdown
-          menu={{
-            items: nodeDef.map(def => ({key: def.key, label: def.name})),
-            onClick: ({key}) => {
-              if (isEqual(key, 'start-amis-node') && findIdx(nodes, (node: Node) => isEqual(key, node.type)) > -1) {
-                messageApi.error('只能存在1个开始节点')
-                return
-              }
-              if (isEqual(key, 'end-amis-node') && findIdx(nodes, (node: Node) => isEqual(key, node.type)) > -1) {
-                messageApi.error('只能存在1个结束节点')
-                return
-              }
-
-              addNode({
-                id: randomId(10),
-                type: key,
-                position: {x: 100, y: 100},
-                data: {
-                  getDataById,
-                  setDataById,
-                  removeNode,
-                  editNode,
-                },
-              })
-            },
-          }}
-        >
-          <Button type="dashed">
-            <PlusCircleFilled/>
-            新增节点
-          </Button>
-        </Dropdown>
-      </Space>
-      <Drawer
-        title="节点编辑"
-        open={open}
-        closeIcon={false}
-        maskClosable={false}
-        destroyOnHidden
-      >
-        {currentNodeForm}
-      </Drawer>
-      <ReactFlow
-        nodes={nodes}
-        edges={edges}
-        onNodesChange={onNodesChange}
-        onEdgesChange={onEdgesChange}
-        onConnect={onConnect}
-        // @ts-ignore
-        nodeTypes={arrToMap(
-          nodeDef.map(def => def.key),
-          key => find(nodeDef, def => isEqual(key, def.key))!.component)
-        }
-      >
-        <Controls/>
-        <MiniMap/>
-        <Background variant={BackgroundVariant.Cross} gap={20} size={3}/>
-      </ReactFlow>
-    </FlowableDiv>
+    <div>Test</div>
   )
 }
 

service-web/client/src/pages/ai/feedback/Feedback.tsx

@@ -1,6 +1,13 @@
 import React from 'react'
 import styled from 'styled-components'
-import {amisRender, commonInfo, crudCommonOptions, mappingField, mappingItem} from '../../../util/amis.tsx'
+import {
+  amisRender,
+  commonInfo,
+  crudCommonOptions,
+  mappingField,
+  mappingItem, paginationTemplate,
+  pictureFromIds,
+} from '../../../util/amis.tsx'
 
 const FeedbackDiv = styled.div`
     .feedback-list-images {
@@ -29,56 +36,68 @@ const Feedback: React.FC = () => {
           body: [
             {
               type: 'crud',
-              api: `${commonInfo.baseAiUrl}/feedback/list`,
+              api: {
+                method: 'post',
+                url: `${commonInfo.baseAiUrl}/feedback/list`,
+                data: {
+                  page: {
+                    index: '${page}',
+                    size: '${perPage}',
+                  }
+                }
+              },
               ...crudCommonOptions(),
-              headerToolbar: [
-                'reload',
-                {
-                  type: 'action',
-                  label: '',
-                  icon: 'fa fa-plus',
-                  tooltip: '新增',
-                  tooltipPlacement: 'top',
-                  actionType: 'dialog',
-                  dialog: {
-                    title: '新增报账单',
-                    size: 'md',
-                    body: {
-                      debug: commonInfo.debug,
-                      type: 'form',
-                      api: `${commonInfo.baseAiUrl}/feedback/add`,
-                      body: [
-                        {
-                          type: 'editor',
-                          required: true,
-                          label: '故障描述',
-                          name: 'source',
-                          language: 'plaintext',
-                          options: {
-                            lineNumbers: 'off',
-                            wordWrap: 'bounded',
+              ...paginationTemplate(
+                10,
+                5,
+                [
+                  {
+                    type: 'action',
+                    label: '',
+                    icon: 'fa fa-plus',
+                    tooltip: '新增',
+                    tooltipPlacement: 'top',
+                    actionType: 'dialog',
+                    dialog: {
+                      title: '新增报账单',
+                      size: 'md',
+                      body: {
+                        debug: commonInfo.debug,
+                        type: 'form',
+                        api: `${commonInfo.baseAiUrl}/feedback/save`,
+                        body: [
+                          {
+                            type: 'editor',
+                            required: true,
+                            label: '故障描述',
+                            name: 'source',
+                            language: 'plaintext',
+                            options: {
+                              lineNumbers: 'off',
+                              wordWrap: 'bounded',
+                            },
                           },
-                        },
-                        {
-                          type: 'input-image',
-                          name: 'pictures',
-                          label: '相关截图',
-                          autoUpload: false,
-                          multiple: true,
-                          joinValues: false,
-                          extractValue: true,
-                          // 5MB 5242880
-                          // 100MB 104857600
-                          // 500MB 524288000
-                          // 1GB 1073741824
-                          maxSize: 5242880,
-                          receiver: `${commonInfo.baseAiUrl}/upload`,
-                        },
-                      ],
+                          {
+                            type: 'input-image',
+                            name: 'pictures',
+                            label: '相关截图',
+                            autoUpload: false,
+                            multiple: true,
+                            joinValues: false,
+                            extractValue: true,
+                            // 5MB 5242880
+                            // 100MB 104857600
+                            // 500MB 524288000
+                            // 1GB 1073741824
+                            maxSize: 5242880,
+                            receiver: `${commonInfo.baseAiUrl}/upload`,
+                          },
+                        ],
+                      },
                     },
                   },
-                },
-              ],
+                ]
+              ),
               columns: [
                 {
                   name: 'id',
@@ -100,7 +119,7 @@ const Feedback: React.FC = () => {
                       type: 'images',
                       enlargeAble: true,
                       enlargeWithGallary: true,
-                      source: '${pictures}',
+                      source: pictureFromIds('pictures'),
                       showToolbar: true,
                     },
                   ],
@@ -123,13 +142,7 @@ const Feedback: React.FC = () => {
                       level: 'link',
                       size: 'sm',
                       actionType: 'ajax',
-                      api: {
-                        method: 'get',
-                        url: `${commonInfo.baseAiUrl}/feedback/reanalysis`,
-                        data: {
-                          id: '${id}',
-                        },
-                      },
+                      api: `get:${commonInfo.baseAiUrl}/feedback/reanalysis/\${id}`,
                       confirmText: '确认执行重新分析？',
                       confirmTitle: '重新分析',
                     },
@@ -186,6 +199,7 @@ const Feedback: React.FC = () => {
                                 enlargeAble: true,
                                 enlargeWithGallary: true,
                                 showToolbar: true,
+                                source: pictureFromIds('pictures'),
                               },
                             },
                             {
@@ -221,13 +235,7 @@ const Feedback: React.FC = () => {
                       level: 'link',
                       size: 'sm',
                       actionType: 'ajax',
-                      api: {
-                        method: 'get',
-                        url: `${commonInfo.baseAiUrl}/feedback/delete`,
-                        data: {
-                          id: '${id}',
-                        },
-                      },
+                      api: `get:${commonInfo.baseAiUrl}/feedback/remove/\${id}`,
                       confirmTitle: '删除',
                       confirmText: '删除后将无法恢复，确认删除？',
                     },

service-web/client/src/pages/ai/knowledge/DataDetail.tsx

@@ -24,7 +24,7 @@ const DataDetail: React.FC = () => {
               {
                 type: 'service',
                 className: 'inline',
-                api: `${commonInfo.baseAiUrl}/knowledge/name?id=${knowledge_id}`,
+                api: `${commonInfo.baseAiUrl}/knowledge/${knowledge_id}/name`,
                 body: {
                   type: 'tpl',
                   tpl: '${name}',
@@ -38,7 +38,21 @@ const DataDetail: React.FC = () => {
           body: [
             {
               type: 'crud',
-              api: `${commonInfo.baseAiUrl}/knowledge/group/list?knowledge_id=${knowledge_id}`,
+              api: {
+                method: 'post',
+                url: `${commonInfo.baseAiUrl}/knowledge/group/list`,
+                data: {
+                  query: {
+                    equal: {
+                      'knowledge/id': knowledge_id,
+                    }
+                  },
+                  page: {
+                    index: '${page}',
+                    size: '${perPage}',
+                  }
+                }
+              },
               ...crudCommonOptions(),
               headerToolbar: [
                 'reload',
@@ -146,7 +160,7 @@ const DataDetail: React.FC = () => {
                       level: 'link',
                       size: 'sm',
                       actionType: 'ajax',
-                      api: `get:${commonInfo.baseAiUrl}/knowledge/group/delete?id=\${id}`,
+                      api: `get:${commonInfo.baseAiUrl}/knowledge/group/remove/\${id}`,
                       confirmText: '确认删除',
                       confirmTitle: '删除',
                     },

service-web/client/src/pages/ai/knowledge/DataImport.tsx

@@ -23,7 +23,7 @@ const DataImport: React.FC = () => {
             {
               type: 'service',
               className: 'inline',
-              api: `${commonInfo.baseAiUrl}/knowledge/name?id=${knowledge_id}`,
+              api: `${commonInfo.baseAiUrl}/knowledge/${knowledge_id}/name`,
               body: {
                 type: 'tpl',
                 tpl: '${name}',
@@ -42,6 +42,7 @@ const DataImport: React.FC = () => {
                   body: [
                     {
                       id: 'a5219cc7-72dd-4199-9eeb-61305fe41075',
+                      debug: commonInfo.debug,
                       type: 'form',
                       wrapWithPanel: false,
                       actions: [],
@@ -103,6 +104,8 @@ const DataImport: React.FC = () => {
                           autoUpload: false,
                           drag: true,
                           multiple: true,
+                          joinValues: false,
+                          extractValue: true,
                           accept: '*',
                           // 5MB 5242880
                           // 100MB 104857600
@@ -131,7 +134,6 @@ const DataImport: React.FC = () => {
                               api: {
                                 method: 'post',
                                 url: `${commonInfo.baseAiUrl}/knowledge/preview_text`,
-                                dataType: 'form',
                                 data: {
                                   mode: '${mode|default:undefined}',
                                   type: '${type|default:undefined}',
@@ -149,7 +151,6 @@ const DataImport: React.FC = () => {
                               api: {
                                 method: 'post',
                                 url: `${commonInfo.baseAiUrl}/knowledge/submit_text`,
-                                dataType: 'form',
                                 data: {
                                   id: knowledge_id,
                                   mode: '${mode|default:undefined}',

service-web/client/src/pages/ai/knowledge/DataSegment.tsx

@@ -18,7 +18,7 @@ const DataDetail: React.FC = () => {
               {
                 type: 'service',
                 className: 'inline',
-                api: `${commonInfo.baseAiUrl}/knowledge/name?id=${knowledge_id}`,
+                api: `${commonInfo.baseAiUrl}/knowledge/${knowledge_id}/name`,
                 body: {
                   type: 'tpl',
                   tpl: '${name}',

service-web/client/src/pages/ai/knowledge/Knowledge.tsx

@@ -1,6 +1,13 @@
 import React from 'react'
 import {useNavigate} from 'react-router'
-import {amisRender, commonInfo, crudCommonOptions, mappingField, mappingItem} from '../../../util/amis.tsx'
+import {
+  amisRender,
+  commonInfo,
+  crudCommonOptions,
+  mappingField,
+  mappingItem,
+  paginationTemplate,
+} from '../../../util/amis.tsx'
 
 const strategyMapping = [
   mappingItem('文本', 'Cosine'),
@@ -25,62 +32,74 @@ const Knowledge: React.FC = () => {
           body: [
             {
               type: 'crud',
-              api: `${commonInfo.baseAiUrl}/knowledge/list`,
+              api: {
+                method: 'post',
+                url: `${commonInfo.baseAiUrl}/knowledge/list`,
+                data: {
+                  page: {
+                    index: '${page}',
+                    size: '${perPage}',
+                  }
+                }
+              },
               ...crudCommonOptions(),
-              headerToolbar: [
-                'reload',
-                {
-                  type: 'action',
-                  label: '',
-                  icon: 'fa fa-plus',
-                  tooltip: '新增',
-                  tooltipPlacement: 'top',
-                  actionType: 'dialog',
-                  dialog: {
-                    title: '新增知识库',
-                    size: 'md',
-                    body: {
-                      type: 'form',
-                      api: {
-                        url: `${commonInfo.baseAiUrl}/knowledge/add`,
-                        dataType: 'form',
+              ...paginationTemplate(
+                10,
+                5,
+                [
+                  {
+                    type: 'action',
+                    label: '',
+                    icon: 'fa fa-plus',
+                    tooltip: '新增',
+                    tooltipPlacement: 'top',
+                    actionType: 'dialog',
+                    dialog: {
+                      title: '新增知识库',
+                      size: 'md',
+                      body: {
+                        type: 'form',
+                        api: {
+                          method: 'post',
+                          url: `${commonInfo.baseAiUrl}/knowledge/save`,
+                        },
+                        body: [
+                          {
+                            type: 'input-text',
+                            name: 'name',
+                            label: '名称',
+                            required: true,
+                          },
+                          {
+                            type: 'textarea',
+                            name: 'description',
+                            label: '描述',
+                            required: true,
+                          },
+                          {
+                            type: 'select',
+                            name: 'strategy',
+                            label: '类型',
+                            value: 'Cosine',
+                            required: true,
+                            options: [
+                              {
+                                label: '文本',
+                                value: 'Cosine',
+                              },
+                              {
+                                label: '图片',
+                                value: 'Euclid',
+                                disabled: true,
+                              },
+                            ],
+                          },
+                        ],
                       },
-                      body: [
-                        {
-                          type: 'input-text',
-                          name: 'name',
-                          label: '名称',
-                          required: true,
-                        },
-                        {
-                          type: 'textarea',
-                          name: 'description',
-                          label: '描述',
-                          required: true,
-                        },
-                        {
-                          type: 'select',
-                          name: 'strategy',
-                          label: '类型',
-                          value: 'Cosine',
-                          required: true,
-                          options: [
-                            {
-                              label: '文本',
-                              value: 'Cosine',
-                            },
-                            {
-                              label: '图片',
-                              value: 'Euclid',
-                              disabled: true,
-                            },
-                          ],
-                        },
-                      ],
                     },
                   },
-                },
-              ],
+                ],
+              ),
               columns: [
                 {
                   name: 'name',
@@ -128,13 +147,12 @@ const Knowledge: React.FC = () => {
                           api: {
                             method: 'post',
                             url: `${commonInfo.baseAiUrl}/knowledge/update_description`,
-                            dataType: 'form',
                           },
                           mode: 'normal',
                           body: [
                             {
                               type: 'hidden',
-                              name: "id",
+                              name: 'id',
                               // value: '${id}',
                             },
                             {
@@ -142,10 +160,10 @@ const Knowledge: React.FC = () => {
                               name: 'description',
                               label: '描述',
                               required: true,
-                            }
-                          ]
-                        }
-                      }
+                            },
+                          ],
+                        },
+                      },
                     },
                     {
                       type: 'action',
@@ -192,17 +210,8 @@ const Knowledge: React.FC = () => {
                       level: 'link',
                       size: 'sm',
                       actionType: 'ajax',
-                      api: {
-                        method: 'get',
-                        url: `${commonInfo.baseAiUrl}/knowledge/delete`,
-                        headers: {
-                          'Authorization': 'Basic QXhoRWJzY3dzSkRiWU1IMjpjWXhnM2I0UHRXb1ZENVNqRmF5V3h0blNWc2p6UnNnNA==',
-                        },
-                        data: {
-                          id: '${id}',
-                        },
-                      },
-                      confirmText: '确认删除',
+                      api: `get:${commonInfo.baseAiUrl}/knowledge/remove/\${id}`,
+                      confirmText: '确认删除知识库：${name}',
                       confirmTitle: '删除',
                     },
                   ],

service-web/client/src/pages/ai/task/FlowTask.tsx

@@ -0,0 +1,95 @@
+import React from 'react'
+import {amisRender, commonInfo, crudCommonOptions, paginationTemplate,} from '../../../util/amis.tsx'
+import {useNavigate} from 'react-router'
+
+const FlowTask: React.FC = () => {
+  const navigate = useNavigate()
+  return (
+    <div className="task-template">
+      {amisRender(
+        {
+          type: 'page',
+          title: '任务记录',
+          body: [
+            {
+              type: 'crud',
+              api: {
+                method: 'post',
+                url: `${commonInfo.baseAiUrl}/flow_task/list`,
+                data: {
+                  page: {
+                    index: '${page}',
+                    size: '${perPage}',
+                  }
+                }
+              },
+              ...crudCommonOptions(),
+              ...paginationTemplate(
+                10,
+                5,
+                [
+                  {
+                    type: 'action',
+                    label: '',
+                    icon: 'fa fa-plus',
+                    size: 'sm',
+                    onEvent: {
+                      click: {
+                        actions: [
+                          {
+                            actionType: 'custom',
+                            // @ts-ignore
+                            script: (context, action, event) => {
+                              navigate(`/ai/flow_task/add`)
+                            },
+                          },
+                        ],
+                      },
+                    },
+                  },
+                ],
+              ),
+              columns: [
+                {
+                  name: 'id',
+                  label: '任务ID',
+                  width: 200,
+                },
+                {
+                  name: 'status',
+                  label: '状态',
+                },
+                {
+                  type: 'operation',
+                  label: '操作',
+                  width: 200,
+                  buttons: [
+                    {
+                      type: 'action',
+                      label: '重新执行',
+                      level: 'link',
+                      size: 'sm',
+                    },
+                    {
+                      type: 'action',
+                      label: '删除',
+                      className: 'text-danger btn-deleted',
+                      level: 'link',
+                      size: 'sm',
+                      actionType: 'ajax',
+                      api: `get:${commonInfo.baseAiUrl}/task/remove/\${id}`,
+                      confirmText: '确认删除任务记录：${name}',
+                      confirmTitle: '删除',
+                    },
+                  ],
+                },
+              ],
+            },
+          ],
+        },
+      )}
+    </div>
+  )
+}
+
+export default FlowTask