feat(ai-web): 输出节点改为多变量输出

将输入表单放在流程图中一起定义，方便统一参数的处理，不需要单独为输入表单的变量进行合并和操作

.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/bin/build-ai-core.js

@@ -1,14 +1,12 @@
 import {cd, path} from 'zx'
 import {trim} from "licia";
-import {run_deploy, run_package, run_upload_normal} from '../../bin/library.js'
+import {run_deploy} from '../../bin/library.js'
 
 // 切换目录
 cd(trim(path.dirname(import.meta.dirname)))
 // 执行流程
 try {
   await run_deploy('service-ai-core')
-  await run_package('service-ai-chat')
-  await run_upload_normal('service-ai-chat')
 } catch (e) {
   console.error(e)
 }

service-ai/bin/build-ai-knowledge.js

@@ -1,14 +0,0 @@
-import {cd, path} from 'zx'
-import {trim} from "licia";
-import {run_deploy, run_package, run_upload_normal} from '../../bin/library.js'
-
-// 切换目录
-cd(trim(path.dirname(import.meta.dirname)))
-// 执行流程
-try {
-  await run_deploy('service-ai-core')
-  await run_package('service-ai-knowledge')
-  await run_upload_normal('service-ai-knowledge')
-} catch (e) {
-  console.error(e)
-}

service-ai/bin/build-ai-web.js

@@ -0,0 +1,21 @@
+import {
+  cd,
+  path,
+} from 'zx'
+import {trim} from "licia";
+import {
+  run_deploy,
+  run_package,
+  run_upload_normal,
+} from '../../bin/library.js'
+
+// 切换目录
+cd(trim(path.dirname(import.meta.dirname)))
+// 执行流程
+try {
+  await run_deploy('service-ai-core')
+  await run_package('service-ai-web')
+  await run_upload_normal('service-ai-web')
+} catch (e) {
+  console.error(e)
+}

service-ai/database/20250702.sql

@@ -0,0 +1,86 @@
+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',
+    comment               text comment '任务注释，用于额外说明',
+    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_description  varchar(255) comment '任务对应的模板功能、内容说明',
+    template_flow_graph   longtext                            not null comment '任务对应的模板前端流程图数据',
+    template_input_schema longtext comment '任务对应的模板入参Schema',
+    template_name         varchar(255)                        not null comment '任务对应的模板名称',
+    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 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_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

@@ -1,10 +0,0 @@
-CREATE TABLE `service_ai_knowledge`
-(
-    `id`               bigint       NOT NULL,
-    `vector_source_id` varchar(100) NOT NULL,
-    `name`             varchar(100) 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

@@ -11,8 +11,7 @@
     <description>Hudi AI服务集合</description>
     <modules>
         <module>service-ai-core</module>
-        <module>service-ai-chat</module>
-        <module>service-ai-knowledge</module>
+        <module>service-ai-web</module>
         <module>service-ai-cli</module>
     </modules>
 
@@ -30,8 +29,22 @@
         <eclipse-collections.version>11.1.0</eclipse-collections.version>
         <curator.version>5.1.0</curator.version>
         <hutool.version>5.8.27</hutool.version>
+        <mapstruct.version>1.6.3</mapstruct.version>
+        <liteflow.version>2.13.2</liteflow.version>
     </properties>
 
+    <dependencies>
+        <dependency>
+            <groupId>org.mapstruct</groupId>
+            <artifactId>mapstruct</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.projectlombok</groupId>
+            <artifactId>lombok</artifactId>
+            <optional>true</optional>
+        </dependency>
+    </dependencies>
+
     <dependencyManagement>
         <dependencies>
             <!-- 当前项目依赖 -->
@@ -98,6 +111,11 @@
                 <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>
@@ -136,7 +154,27 @@
             <dependency>
                 <groupId>com.yomahub</groupId>
                 <artifactId>liteflow-spring-boot-starter</artifactId>
-                <version>2.13.2</version>
+                <version>${liteflow.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>com.yomahub</groupId>
+                <artifactId>liteflow-el-builder</artifactId>
+                <version>${liteflow.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>com.yomahub</groupId>
+                <artifactId>liteflow-script-graaljs</artifactId>
+                <version>${liteflow.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>com.yomahub</groupId>
+                <artifactId>liteflow-script-python</artifactId>
+                <version>${liteflow.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>com.yomahub</groupId>
+                <artifactId>liteflow-script-lua</artifactId>
+                <version>${liteflow.version}</version>
             </dependency>
             <dependency>
                 <groupId>org.noear</groupId>
@@ -148,12 +186,22 @@
                 <artifactId>solon-ai-dialect-openai</artifactId>
                 <version>${solon-ai.version}</version>
             </dependency>
+            <dependency>
+                <groupId>org.mapstruct</groupId>
+                <artifactId>mapstruct</artifactId>
+                <version>${mapstruct.version}</version>
+            </dependency>
         </dependencies>
     </dependencyManagement>
 
     <build>
         <pluginManagement>
             <plugins>
+                <plugin>
+                    <groupId>org.apache.maven.plugins</groupId>
+                    <artifactId>maven-compiler-plugin</artifactId>
+                    <version>3.14.0</version>
+                </plugin>
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-source-plugin</artifactId>
@@ -162,7 +210,7 @@
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-shade-plugin</artifactId>
-                    <version>3.3.0</version>
+                    <version>3.6.0</version>
                 </plugin>
                 <plugin>
                     <groupId>org.springframework.boot</groupId>

service-ai/service-ai-chat/pom.xml

@@ -1,56 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project xmlns="http://maven.apache.org/POM/4.0.0"
-         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
-    <modelVersion>4.0.0</modelVersion>
-    <parent>
-        <groupId>com.lanyuanxiaoyao</groupId>
-        <artifactId>service-ai</artifactId>
-        <version>1.0.0-SNAPSHOT</version>
-    </parent>
-
-    <artifactId>service-ai-chat</artifactId>
-
-    <dependencies>
-        <dependency>
-            <groupId>com.lanyuanxiaoyao</groupId>
-            <artifactId>service-ai-core</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.ai</groupId>
-            <artifactId>spring-ai-starter-model-deepseek</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.ai</groupId>
-            <artifactId>spring-ai-starter-model-openai</artifactId>
-            <scope>test</scope>
-        </dependency>
-        <dependency>
-            <groupId>org.noear</groupId>
-            <artifactId>solon-ai</artifactId>
-            <scope>test</scope>
-        </dependency>
-        <dependency>
-            <groupId>org.noear</groupId>
-            <artifactId>solon-ai-dialect-openai</artifactId>
-            <scope>test</scope>
-        </dependency>
-    </dependencies>
-
-    <build>
-        <plugins>
-            <plugin>
-                <groupId>org.springframework.boot</groupId>
-                <artifactId>spring-boot-maven-plugin</artifactId>
-                <executions>
-                    <execution>
-                        <phase>package</phase>
-                        <goals>
-                            <goal>repackage</goal>
-                        </goals>
-                    </execution>
-                </executions>
-            </plugin>
-        </plugins>
-    </build>
-</project>

service-ai/service-ai-chat/src/main/java/com/lanyuanxiaoyao/service/ai/chat/AiChatApplication.java

@@ -1,37 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat;
-
-import com.ulisesbocchio.jasyptspringboot.annotation.EnableEncryptableProperties;
-import org.springframework.beans.BeansException;
-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.retry.annotation.EnableRetry;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250514
- */
-@SpringBootApplication(scanBasePackages = "com.lanyuanxiaoyao.service")
-@EnableDiscoveryClient
-@EnableConfigurationProperties
-@EnableEncryptableProperties
-@EnableRetry
-public class AiChatApplication implements ApplicationContextAware {
-  private static ApplicationContext context;
-
-  public static void main(String[] args) {
-    SpringApplication.run(AiChatApplication.class, args);
-  }
-
-  public static <T> T getBean(Class<T> clazz) {
-    return context.getBean(clazz);
-  }
-
-  @Override
-  public void setApplicationContext(ApplicationContext context) throws BeansException {
-    AiChatApplication.context = context;
-  }
-}

service-ai/service-ai-chat/src/main/java/com/lanyuanxiaoyao/service/ai/chat/entity/MessageVO.java

@@ -1,44 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat.entity;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250516
- */
-public class MessageVO {
-  private String role;
-  private String content;
-  private String reason;
-
-  public String getRole() {
-    return role;
-  }
-
-  public void setRole(String role) {
-    this.role = role;
-  }
-
-  public String getContent() {
-    return content;
-  }
-
-  public void setContent(String content) {
-    this.content = content;
-  }
-
-  public String getReason() {
-    return reason;
-  }
-
-  public void setReason(String reason) {
-    this.reason = reason;
-  }
-
-  @Override
-  public String toString() {
-    return "MessageVO{" +
-           "role='" + role + '\'' +
-           ", content='" + content + '\'' +
-           ", reason='" + reason + '\'' +
-           '}';
-  }
-}

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

@@ -1,15 +0,0 @@
-spring:
-  application:
-    name: service-ai-chat
-  profiles:
-    include: random-port,common,discovery,metrics,forest
-  ai:
-    deepseek:
-      base-url: http://132.121.206.65:10086/v1
-      api-key: ENC(K+Hff9QGC+fcyi510VIDd9CaeK/IN5WBJ9rlkUsHEdDgIidW+stHHJlsK0lLPUXXREha+ToQZqqDXJrqSE+GUKCXklFhelD8bRHFXBIeP/ZzT2cxhzgKUXgjw3S0Qw2R)
-      chat:
-        options:
-          model: 'Qwen3-1.7-vllm'
-  mvc:
-    async:
-      request-timeout: 3600000

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

@@ -1,34 +0,0 @@
-<configuration>
-    <conversionRule conversionWord="clr" converterClass="org.springframework.boot.logging.logback.ColorConverter" />
-    <conversionRule conversionWord="wex" converterClass="org.springframework.boot.logging.logback.WhitespaceThrowableProxyConverter" />
-    <conversionRule conversionWord="wEx" converterClass="org.springframework.boot.logging.logback.ExtendedWhitespaceThrowableProxyConverter" />
-
-    <springProperty scope="context" name="LOKI_PUSH_URL" source="loki.url"/>
-    <springProperty scope="context" name="LOGGING_PARENT" source="logging.parent"/>
-    <springProperty scope="context" name="APP_NAME" source="spring.application.name"/>
-
-    <appender name="Console" class="ch.qos.logback.core.ConsoleAppender">
-        <encoder>
-            <pattern>%d{yyyy-MM-dd HH:mm:ss.SSS} %clr(%5p) %clr([${HOSTNAME}]){yellow} %clr([%t]){magenta} %clr(%logger{40}){cyan} #@# %m%n%wEx</pattern>
-        </encoder>
-    </appender>
-
-    <appender name="RollingFile" class="ch.qos.logback.core.rolling.RollingFileAppender">
-        <file>${LOGGING_PARENT:-.}/${APP_NAME:-run}.log</file>
-        <rollingPolicy class="ch.qos.logback.core.rolling.TimeBasedRollingPolicy">
-            <fileNamePattern>${LOGGING_PARENT:-.}/archive/${APP_NAME:-run}-%d{yyyy-MM-dd}.gz</fileNamePattern>
-            <MaxHistory>7</MaxHistory>
-        </rollingPolicy>
-        <encoder>
-            <pattern>%d{yyyy-MM-dd HH:mm:ss.SSS} %p [${HOSTNAME}] [%t] %logger #@# %m%n%wEx</pattern>
-        </encoder>
-    </appender>
-
-    <logger name="com.zaxxer.hikari" level="ERROR"/>
-    <logger name="com.netflix.discovery.shared.resolver.aws.ConfigClusterResolver" level="WARN"/>
-
-    <root level="INFO">
-        <appender-ref ref="Console"/>
-        <appender-ref ref="RollingFile"/>
-    </root>
-</configuration>

service-ai/service-ai-chat/src/test/java/com/lanyuanxiaoyao/service/ai/chat/TestDatetimeFormat.java

@@ -1,16 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat;
-
-import java.time.LocalDate;
-import java.time.format.DateTimeFormatter;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250606
- */
-public class TestDatetimeFormat {
-  private static final DateTimeFormatter FORMATTER = DateTimeFormatter.ofPattern("yyyyMMdd");
-
-  public static void main(String[] args) {
-    System.out.println(LocalDate.parse("20250606", FORMATTER).format(FORMATTER));
-  }
-}

service-ai/service-ai-chat/src/test/java/com/lanyuanxiaoyao/service/ai/chat/TestLlmPlan.java

@@ -1,76 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat;
-
-import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.chat.tools.TableTool;
-import com.lanyuanxiaoyao.service.ai.chat.tools.YarnTool;
-import java.net.http.HttpClient;
-import org.springframework.ai.chat.client.ChatClient;
-import org.springframework.ai.deepseek.DeepSeekChatModel;
-import org.springframework.ai.deepseek.DeepSeekChatOptions;
-import org.springframework.ai.deepseek.api.DeepSeekApi;
-import org.springframework.http.client.JdkClientHttpRequestFactory;
-import org.springframework.http.client.reactive.JdkClientHttpConnector;
-import org.springframework.web.client.RestClient;
-import org.springframework.web.reactive.function.client.WebClient;
-
-public class TestLlmPlan {
-  public static void main(String[] args) {
-    ChatClient client = ChatClient.builder(
-            DeepSeekChatModel.builder()
-                .deepSeekApi(
-                    DeepSeekApi.builder()
-                        .baseUrl("http://127.0.0.1:1234/v1")
-                        .apiKey("nopassword")
-                        .restClientBuilder(restClientBuilder())
-                        .webClientBuilder(webClientBuilder())
-                        .build()
-                )
-                .defaultOptions(
-                    DeepSeekChatOptions.builder()
-                        .model("qwen/qwen3-1.7b")
-                        .build()
-                )
-                .build()
-        )
-        .defaultSystem(StrUtil.format(
-            """
-                你是一名专业的AI运维助手，专职负责“Hudi数据同步服务”的平台运维工作。你的核心职责是：
-                1.友好解答：积极、专业地解答用户（通常是平台管理员或用户）关于该平台运维工作的疑问。
-                2.知识驱动：在解答时，应尽可能通过各种方式（知识库、上下文、外部工具等）全面获取准确知识和数据来支持回答。
-                3.诚实守界：
-                  对于无法通过已有知识或数据确认的问题，必须明确告知用户你无法解答，切勿捏造信息或提供不确定的答案。
-                  对于与该Hudi数据同步服务平台运维工作无关的问题，需委婉拒绝用户，并明确说明超出你的职责和能力范围。
-                
-                对话语言：中文
-                
-                {}
-                """,
-            Prompts.hudi
-        ))
-        .defaultTools(
-            new TableTool(),
-            new YarnTool()
-        )
-        .build();
-    System.out.println(client.prompt("""
-        我需要大模型帮我检查系统整体运行状态，帮我设计详细的指导大模型具体操作的操作步骤
-        避免使用上下文中没有提到的外部工具
-        """).call().content());
-  }
-
-  private static HttpClient httpClient() {
-    return HttpClient.newBuilder()
-        .version(HttpClient.Version.HTTP_1_1)
-        .build();
-  }
-
-  private static RestClient.Builder restClientBuilder() {
-    return RestClient.builder()
-        .requestFactory(new JdkClientHttpRequestFactory(httpClient()));
-  }
-
-  private static WebClient.Builder webClientBuilder() {
-    return WebClient.builder()
-        .clientConnector(new JdkClientHttpConnector(httpClient()));
-  }
-}

service-ai/service-ai-chat/src/test/java/com/lanyuanxiaoyao/service/ai/chat/TestSpringAIToolChat.java

@@ -1,170 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat;
-
-import java.io.IOException;
-import java.net.http.HttpClient;
-import java.util.Arrays;
-import java.util.List;
-import org.noear.solon.ai.rag.Document;
-import org.noear.solon.ai.reranking.RerankingModel;
-import org.springframework.ai.chat.client.ChatClient;
-import org.springframework.ai.document.MetadataMode;
-import org.springframework.ai.embedding.EmbeddingModel;
-import org.springframework.ai.openai.OpenAiChatModel;
-import org.springframework.ai.openai.OpenAiChatOptions;
-import org.springframework.ai.openai.OpenAiEmbeddingModel;
-import org.springframework.ai.openai.OpenAiEmbeddingOptions;
-import org.springframework.ai.openai.api.OpenAiApi;
-import org.springframework.core.io.FileSystemResource;
-import org.springframework.http.client.JdkClientHttpRequestFactory;
-import org.springframework.http.client.reactive.JdkClientHttpConnector;
-import org.springframework.util.MimeTypeUtils;
-import org.springframework.web.client.RestClient;
-import org.springframework.web.reactive.function.client.WebClient;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250514
- */
-public class TestSpringAIToolChat {
-  public static void main(String[] args) throws IOException {
-    testChatModel();
-    testVisualModel();
-    // testEmbeddingModel();
-    // testRerankingModel();
-  }
-
-  private static void testChatModel() {
-    for (String model : List.of(
-        "Qwen3/qwen3-0.6b",
-        "Qwen3/qwen3-1.7b",
-        "Qwen3/qwen3-4b",
-        "Qwen3/qwen3-4b-q4km",
-        "Qwen3/qwen3-8b-q4km"
-    )) {
-      ChatClient client = chatClient(model);
-      String content = client.prompt()
-          .user("你好")
-          .call()
-          .content();
-      System.out.println(content);
-    }
-  }
-
-  private static void testVisualModel() {
-    for (String model : List.of(
-        "Qwen2.5/qwen2.5-vl-7b",
-        "Qwen2.5/qwen2.5-vl-7b-q4km",
-        "Qwen2.5/qwen2.5-vl-3b-instruct",
-        "Qwen2.5/qwen2.5-vl-3b-instruct-awq",
-        "Qwen2.5/qwen2.5-vl-7b-instruct",
-        "Qwen2.5/qwen2.5-vl-7b-instruct-awq",
-        "MiniCPM/minicpm-o-2.6-7.6b",
-        "MiniCPM/minicpm-o-2.6-7.6b-q4km"
-
-    )) {
-      ChatClient client = chatClient(model);
-      String content = client.prompt()
-          .user(spec -> spec.text("图片中有什么").media(MimeTypeUtils.IMAGE_PNG, new FileSystemResource("/Users/lanyuanxiaoyao/Pictures/deepseek.png")))
-          .call()
-          .content();
-      System.out.println(content);
-    }
-  }
-
-  private static void testEmbeddingModel() {
-    for (String model : List.of(
-        "Qwen3/qwen3-embedding-0.6b",
-        "Qwen3/qwen3-embedding-4b",
-        "Qwen3/qwen3-embedding-4b-q4km",
-        "Qwen3/qwen3-embedding-8b-q4km",
-        "BGE/bge-m3",
-        "BGE/bge-m3-q4km",
-        "MiniCPM/minicpm-embedding",
-        "MiniCPM/minicpm-embedding-light"
-    )) {
-      EmbeddingModel embeddingModel = embeddingModel(model);
-      float[] worlds = embeddingModel.embed("Hello world");
-      System.out.println(Arrays.toString(worlds));
-    }
-  }
-
-  private static void testRerankingModel() throws IOException {
-    for (String model : List.of(
-        "BGE/beg-reranker-v2",
-        "MiniCPM/minicpm-reranker",
-        "MiniCPM/minicpm-reranker-light",
-        "BGE/beg-reranker-v2",
-        "BGE/beg-reranker-v2-q4km"
-    )) {
-      RerankingModel rerankingModel = rerankingModel(model);
-      List<Document> list = rerankingModel.rerank(
-          "你好",
-          List.of(
-              new Document("go go go，滚犊子"),
-              new Document("我是tom，你最近过得好吗？"),
-              new Document("666，你就是大聪明")
-          )
-      );
-      list.forEach(System.out::println);
-    }
-  }
-
-  private static ChatClient chatClient(String model) {
-    return ChatClient.builder(
-            OpenAiChatModel.builder()
-                .openAiApi(
-                    OpenAiApi.builder()
-                        .baseUrl("http://132.121.206.65:10086")
-                        .apiKey("*XMySqV%>hR&v>>g*NwCs3tpQ5FVMFEF2VHVTj<MYQd$&@$sY7CgqNyea4giJi4")
-                        .restClientBuilder(restClientBuilder())
-                        .webClientBuilder(webClientBuilder())
-                        .build()
-                )
-                .defaultOptions(
-                    OpenAiChatOptions.builder()
-                        .model(model)
-                        .build()
-                )
-                .build()
-        )
-        .build();
-  }
-
-  private static EmbeddingModel embeddingModel(String model) {
-    return new OpenAiEmbeddingModel(
-        OpenAiApi.builder()
-            .baseUrl("http://132.121.206.65:10086")
-            .apiKey("*XMySqV%>hR&v>>g*NwCs3tpQ5FVMFEF2VHVTj<MYQd$&@$sY7CgqNyea4giJi4")
-            .restClientBuilder(restClientBuilder())
-            .webClientBuilder(webClientBuilder())
-            .build(),
-        MetadataMode.EMBED,
-        OpenAiEmbeddingOptions.builder()
-            .model(model)
-            .build()
-    );
-  }
-
-  private static RerankingModel rerankingModel(String model) {
-    return RerankingModel.of("http://132.121.206.65:10086/v1/rerank")
-        .model(model)
-        .apiKey("*XMySqV%>hR&v>>g*NwCs3tpQ5FVMFEF2VHVTj<MYQd$&@$sY7CgqNyea4giJi4")
-        .build();
-  }
-
-  private static HttpClient httpClient() {
-    return HttpClient.newBuilder()
-        .version(HttpClient.Version.HTTP_1_1)
-        .build();
-  }
-
-  private static RestClient.Builder restClientBuilder() {
-    return RestClient.builder()
-        .requestFactory(new JdkClientHttpRequestFactory(httpClient()));
-  }
-
-  private static WebClient.Builder webClientBuilder() {
-    return WebClient.builder()
-        .clientConnector(new JdkClientHttpConnector(httpClient()));
-  }
-}

service-ai/service-ai-cli/src/main/java/com/lanyuanxiaoyao/service/ai/cli/LlamaSwapTool.java

@@ -25,39 +25,32 @@ public class LlamaSwapTool extends GeneratorTool {
         Map.of(
             "models", List.of(
                 llamaCppEmbeddingCmd("BGE/bge-m3-q4km", "bge-m3-Q4_K_M.gguf", 20),
-                vllmEmbeddingCmd("BGE/bge-m3", "bge-m3", 20, 5),
+                vllmEmbeddingCmd("BGE/bge-m3", "bge-m3", 5),
                 llamaCppRerankerCmd("BGE/beg-reranker-v2-q4km", "bge-reranker-v2-m3-Q4_K_M.gguf", 20),
-                llamaCppRerankerCmd("BGE/beg-reranker-v2", "bge-reranker-v2-m3", 20),
+                vllmRerankerCmd("BGE/beg-reranker-v2", "bge-reranker-v2-m3", 5),
 
-                vllmCmd("Qwen3/qwen3-0.6b", "Qwen3-0.6B", 35, 5, true),
-                vllmCmd("Qwen3/qwen3-1.7b", "Qwen3-1.7B", 35, 5, true),
-                vllmCmd("Qwen3/qwen3-4b", "Qwen3-4B", 35, 8, true),
+                vllmCmd("Qwen3/qwen3-0.6b", "Qwen3-0.6B", 5, true),
+                vllmCmd("Qwen3/qwen3-1.7b", "Qwen3-1.7B", 5, true),
+                vllmCmd("Qwen3/qwen3-4b", "Qwen3-4B", 8, true),
                 llamaCppCmd("Qwen3/qwen3-4b-q4km", "Qwen3-4B-Q4_K_M.gguf", 35),
                 llamaCppCmd("Qwen3/qwen3-8b-q4km", "Qwen3-8B-Q4_K_M.gguf", 35),
 
-                vllmEmbeddingCmd("Qwen3/qwen3-embedding-0.6b", "Qwen3-Embedding-0.6B", 35, 5),
-                vllmEmbeddingCmd("Qwen3/qwen3-embedding-4b", "Qwen3-Embedding-4B", 35, 8),
+                vllmEmbeddingCmd("Qwen3/qwen3-embedding-0.6b", "Qwen3-Embedding-0.6B", 5),
+                vllmEmbeddingCmd("Qwen3/qwen3-embedding-4b", "Qwen3-Embedding-4B", 8),
                 llamaCppEmbeddingCmd("Qwen3/qwen3-embedding-4b-q4km", "Qwen3-Embedding-4B-Q4_K_M.gguf", 35),
                 llamaCppEmbeddingCmd("Qwen3/qwen3-embedding-8b-q4km", "Qwen3-Embedding-8B-Q4_K_M.gguf", 35),
 
-                vllmRerankerCmd("Qwen3/qwen3-reranker-0.6b", "Qwen3-Reranker-0.6B", 35, 5),
-                vllmRerankerCmd("Qwen3/qwen3-reranker-4b", "Qwen3-Reranker-4B", 35, 8),
+                // 0.9.1 vllm还未支持
+                // vllmRerankerCmd("Qwen3/qwen3-reranker-0.6b", "Qwen3-Reranker-0.6B", 5),
+                // vllmRerankerCmd("Qwen3/qwen3-reranker-4b", "Qwen3-Reranker-4B", 8),
 
                 llamaCppVisualCmd("Qwen2.5/qwen2.5-vl-7b", "Qwen2.5-VL-7B-Instruct-BF16.gguf", 35),
                 llamaCppVisualCmd("Qwen2.5/qwen2.5-vl-7b-q4km", "Qwen2.5-VL-7B-Instruct-Q4_K_M.gguf", 35),
-                vllmCmd("Qwen2.5/qwen2.5-vl-7b-instruct", "Qwen2.5-VL-7B-Instruct", 35, 8, false),
-                vllmCmd("Qwen2.5/qwen2.5-vl-7b-instruct-awq", "Qwen2.5-VL-7B-Instruct-AWQ", 35, 8, false),
-                vllmCmd("Qwen2.5/qwen2.5-vl-3b-instruct", "Qwen2.5-VL-3B-Instruct", 35, 8, false),
-                vllmCmd("Qwen2.5/qwen2.5-vl-3b-instruct-awq", "Qwen2.5-VL-3B-Instruct-AWQ", 35, 8, false),
+                vllmCmd("Qwen2.5/qwen2.5-vl-3b-instruct", "Qwen2.5-VL-3B-Instruct", 8, false),
+                vllmCmd("Qwen2.5/qwen2.5-vl-7b-instruct", "Qwen2.5-VL-7B-Instruct", 8, false),
 
                 llamaCppVisualCmd("MiniCPM/minicpm-o-2.6-7.6b-q4km", "MiniCPM-o-2_6-7.6B-Q4_K_M.gguf", 35),
-                vllmCmd("MiniCPM/minicpm-o-2.6-7.6b", "MiniCPM-o-2_6", 35, 10, false),
-
-                vllmEmbeddingCmd("MiniCPM/minicpm-embedding", "MiniCPM-Embedding", 20, 8),
-                vllmEmbeddingCmd("MiniCPM/minicpm-embedding-light", "MiniCPM-Embedding-Light", 20, 5),
-
-                vllmEmbeddingCmd("MiniCPM/minicpm-reranker", "MiniCPM-Reranker", 20, 8),
-                vllmEmbeddingCmd("MiniCPM/minicpm-reranker-light", "MiniCPM-Reranker-Light", 20, 5)
+                vllmCmd("MiniCPM/minicpm-o-2.6-7.6b", "MiniCPM-o-2_6", 10, false)
             )
         ),
         "config.yaml"
@@ -114,23 +107,23 @@ public class LlamaSwapTool extends GeneratorTool {
     );
   }
 
-  private DockerCmd vllmCmd(String name, String model, Integer thread, Integer cache, Boolean isReasonable) {
-    return vllmCmd(name, model, thread, cache, false, false, isReasonable, false);
+  private DockerCmd vllmCmd(String name, String model, Integer cache, Boolean isReasonable) {
+    return vllmCmd(name, model, cache, false, false, isReasonable);
   }
 
-  private DockerCmd vllmEmbeddingCmd(String name, String model, Integer thread, Integer cache) {
-    return vllmCmd(name, model, thread, cache, true, false, false, false);
+  private DockerCmd vllmEmbeddingCmd(String name, String model, Integer cache) {
+    return vllmCmd(name, model, cache, true, false, false);
   }
 
-  private DockerCmd vllmRerankerCmd(String name, String model, Integer thread, Integer cache) {
-    return vllmCmd(name, model, thread, cache, false, true, false, false);
+  private DockerCmd vllmRerankerCmd(String name, String model, Integer cache) {
+    return vllmCmd(name, model, cache, false, true, false);
   }
 
-  private DockerCmd vllmVisualCmd(String name, String model, Integer thread, Integer cache, Boolean isReasonable) {
-    return vllmCmd(name, model, thread, cache, false, false, isReasonable, true);
+  private DockerCmd vllmVisualCmd(String name, String model, Integer cache, Boolean isReasonable) {
+    return vllmCmd(name, model, cache, false, false, isReasonable);
   }
 
-  private DockerCmd vllmCmd(String name, String model, Integer thread, Integer cache, Boolean isEmbedding, Boolean isReranker, Boolean isReasonable, Boolean isVisual) {
+  private DockerCmd vllmCmd(String name, String model, Integer cache, Boolean isEmbedding, Boolean isReranker, Boolean isReasonable) {
     List<String> arguments = ListUtil.list(
         false,
         StrUtil.format("--model /models/{}", model),
@@ -138,11 +131,13 @@ public class LlamaSwapTool extends GeneratorTool {
         "--port ${PORT}",
         StrUtil.format("--api-key {}", API_KEY),
         "--disable-log-requests",
-        "--uvicorn-log-level error"
+        "--uvicorn-log-level error",
+        "--trust-remote-code"
     );
     if (isEmbedding) {
       arguments.add("--task embedding");
     } else if (isReranker) {
+      arguments.add("--task score");
     } else if (isReasonable) {
       arguments.add("--enable-auto-tool-choice");
       arguments.add("--tool-call-parser hermes");
@@ -150,7 +145,7 @@ public class LlamaSwapTool extends GeneratorTool {
       arguments.add("--reasoning-parser deepseek_r1");
     }
     return new DockerCmd(
-        "vllm-server-cpu:0.9.1",
+        "vllm-server-cpu:0.8.5.post1",
         name,
         model,
         StrUtil.format("http://vllm-{}:${PORT}", displayName(model)),
@@ -158,9 +153,7 @@ public class LlamaSwapTool extends GeneratorTool {
             StrUtil.format("--name vllm-{}", displayName(model)),
             "--privileged=true",
             "--shm-size=4g",
-            StrUtil.format("-e VLLM_CPU_KVCACHE_SPACE={}", cache),
-            StrUtil.format("-e VLLM_CPU_OMP_THREADS_BIND=0-{}", thread - 1),
-            "-e VLLM_CPU_MOE_PREPACK=0"
+            StrUtil.format("-e VLLM_CPU_KVCACHE_SPACE={}", cache)
         ),
         arguments
     );

service-ai/service-ai-cli/src/main/resources/template/llama-swap.ftl

@@ -1,4 +1,4 @@
-healthCheckTimeout: 120
+healthCheckTimeout: 600
 logLevel: warn
 models:
 <#list models as model>

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

@@ -17,22 +17,30 @@ import org.springframework.web.reactive.function.client.WebClient;
  */
 @Configuration
 public class WebClientConfiguration {
-  private HttpClient httpClient() {
-    return HttpClient.newBuilder()
-        .version(HttpClient.Version.HTTP_1_1)
-        .build();
-  }
-
   @Bean
   @Primary
   public RestClient.Builder restClientBuilder() {
-    return RestClient.builder()
-        .requestFactory(new JdkClientHttpRequestFactory(httpClient()));
+    return generateRestClientBuilder();
   }
 
   @Bean
   @Primary
   public WebClient.Builder webClientBuilder() {
+    return generateWebClientBuilder();
+  }
+
+  private static HttpClient httpClient() {
+    return HttpClient.newBuilder()
+        .version(HttpClient.Version.HTTP_1_1)
+        .build();
+  }
+
+  public static RestClient.Builder generateRestClientBuilder() {
+    return RestClient.builder()
+        .requestFactory(new JdkClientHttpRequestFactory(httpClient()));
+  }
+
+  public static WebClient.Builder generateWebClientBuilder() {
     return WebClient.builder()
         .clientConnector(new JdkClientHttpConnector(httpClient()));
   }

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

@@ -1,9 +1,8 @@
 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;
 import org.springframework.security.config.Customizer;
 import org.springframework.security.config.annotation.web.builders.HttpSecurity;
 import org.springframework.security.config.annotation.web.configuration.EnableWebSecurity;
@@ -12,6 +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
@@ -20,13 +22,30 @@ import org.springframework.security.web.SecurityFilterChain;
 @Configuration
 @EnableWebSecurity
 public class SecurityConfig {
-  private static final Logger logger = LoggerFactory.getLogger(SecurityConfig.class);
+  @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.anyRequest().authenticated())
+    return http.authorizeHttpRequests(
+            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-knowledge/pom.xml

@@ -1,83 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<project xmlns="http://maven.apache.org/POM/4.0.0"
-         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
-    <modelVersion>4.0.0</modelVersion>
-    <parent>
-        <groupId>com.lanyuanxiaoyao</groupId>
-        <artifactId>service-ai</artifactId>
-        <version>1.0.0-SNAPSHOT</version>
-    </parent>
-
-    <artifactId>service-ai-knowledge</artifactId>
-
-    <dependencies>
-        <dependency>
-            <groupId>com.lanyuanxiaoyao</groupId>
-            <artifactId>service-ai-core</artifactId>
-            <exclusions>
-                <exclusion>
-                    <groupId>com.google.protobuf</groupId>
-                    <artifactId>protobuf-java</artifactId>
-                </exclusion>
-            </exclusions>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.ai</groupId>
-            <artifactId>spring-ai-starter-model-openai</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.ai</groupId>
-            <artifactId>spring-ai-starter-vector-store-qdrant</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.ai</groupId>
-            <artifactId>spring-ai-markdown-document-reader</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.boot</groupId>
-            <artifactId>spring-boot-starter-jdbc</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>com.mysql</groupId>
-            <artifactId>mysql-connector-j</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>com.yomahub</groupId>
-            <artifactId>liteflow-spring-boot-starter</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.ai</groupId>
-            <artifactId>spring-ai-tika-document-reader</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.springframework.ai</groupId>
-            <artifactId>spring-ai-pdf-document-reader</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.noear</groupId>
-            <artifactId>solon-ai</artifactId>
-        </dependency>
-        <dependency>
-            <groupId>org.noear</groupId>
-            <artifactId>solon-ai-dialect-openai</artifactId>
-        </dependency>
-    </dependencies>
-
-    <build>
-        <plugins>
-            <plugin>
-                <groupId>org.springframework.boot</groupId>
-                <artifactId>spring-boot-maven-plugin</artifactId>
-                <executions>
-                    <execution>
-                        <phase>package</phase>
-                        <goals>
-                            <goal>repackage</goal>
-                        </goals>
-                    </execution>
-                </executions>
-            </plugin>
-        </plugins>
-    </build>
-</project>

service-ai/service-ai-knowledge/src/main/java/com/lanyuanxiaoyao/service/ai/knowledge/configuration/KnowledgeConfiguration.java

@@ -1,39 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.configuration;
-
-import org.springframework.boot.context.properties.ConfigurationProperties;
-import org.springframework.context.annotation.Configuration;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250527
- */
-@Configuration
-@ConfigurationProperties(prefix = "knowledge")
-public class KnowledgeConfiguration {
-  private String downloadPrefix;
-  private String uploadPath;
-
-  public String getDownloadPrefix() {
-    return downloadPrefix;
-  }
-
-  public void setDownloadPrefix(String downloadPrefix) {
-    this.downloadPrefix = downloadPrefix;
-  }
-
-  public String getUploadPath() {
-    return uploadPath;
-  }
-
-  public void setUploadPath(String uploadPath) {
-    this.uploadPath = uploadPath;
-  }
-
-  @Override
-  public String toString() {
-    return "KnowledgeConfiguration{" +
-           "downloadPrefix='" + downloadPrefix + '\'' +
-           ", uploadPath='" + uploadPath + '\'' +
-           '}';
-  }
-}

service-ai/service-ai-knowledge/src/main/java/com/lanyuanxiaoyao/service/ai/knowledge/configuration/SolonConfiguration.java

@@ -1,21 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.configuration;
-
-import cn.hutool.core.util.StrUtil;
-import org.noear.solon.ai.reranking.RerankingModel;
-import org.springframework.context.annotation.Bean;
-import org.springframework.context.annotation.Configuration;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250604
- */
-@Configuration
-public class SolonConfiguration {
-  @Bean
-  public RerankingModel rerankingModel(SolonProperties solonProperties) {
-    return RerankingModel.of(StrUtil.format("{}{}", solonProperties.getBaseUrl(), solonProperties.getRerank().getEndpoint()))
-        .apiKey(solonProperties.getApiKey())
-        .model(solonProperties.getRerank().getModel())
-        .build();
-  }
-}

service-ai/service-ai-knowledge/src/main/java/com/lanyuanxiaoyao/service/ai/knowledge/configuration/SolonProperties.java

@@ -1,78 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.configuration;
-
-import org.springframework.boot.context.properties.ConfigurationProperties;
-import org.springframework.context.annotation.Configuration;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250604
- */
-@Configuration
-@ConfigurationProperties(prefix = "solon")
-public class SolonProperties {
-  private String baseUrl;
-  private String apiKey;
-  private Rerank rerank;
-
-  public String getBaseUrl() {
-    return baseUrl;
-  }
-
-  public void setBaseUrl(String baseUrl) {
-    this.baseUrl = baseUrl;
-  }
-
-  public String getApiKey() {
-    return apiKey;
-  }
-
-  public void setApiKey(String apiKey) {
-    this.apiKey = apiKey;
-  }
-
-  public Rerank getRerank() {
-    return rerank;
-  }
-
-  public void setRerank(Rerank rerank) {
-    this.rerank = rerank;
-  }
-
-  @Override
-  public String toString() {
-    return "SolonProperties{" +
-           "baseUrl='" + baseUrl + '\'' +
-           ", apiKey='" + apiKey + '\'' +
-           ", rerank=" + rerank +
-           '}';
-  }
-
-  public static final class Rerank {
-    private String model;
-    private String endpoint;
-
-    public String getModel() {
-      return model;
-    }
-
-    public void setModel(String model) {
-      this.model = model;
-    }
-
-    public String getEndpoint() {
-      return endpoint;
-    }
-
-    public void setEndpoint(String endpoint) {
-      this.endpoint = endpoint;
-    }
-
-    @Override
-    public String toString() {
-      return "Rerank{" +
-             "model='" + model + '\'' +
-             ", endpoint='" + endpoint + '\'' +
-             '}';
-    }
-  }
-}

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

@@ -1,38 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.controller;
-
-import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
-import com.lanyuanxiaoyao.service.ai.knowledge.service.GroupService;
-import java.util.concurrent.ExecutionException;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.springframework.web.bind.annotation.GetMapping;
-import org.springframework.web.bind.annotation.RequestMapping;
-import org.springframework.web.bind.annotation.RequestParam;
-import org.springframework.web.bind.annotation.RestController;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250528
- */
-@RestController
-@RequestMapping("group")
-public class GroupController {
-  private static final Logger logger = LoggerFactory.getLogger(GroupController.class);
-
-  private final GroupService groupService;
-
-  public GroupController(GroupService groupService) {
-    this.groupService = groupService;
-  }
-
-  @GetMapping("list")
-  public AmisResponse<?> list(@RequestParam("knowledge_id") Long knowledgeId) {
-    return AmisResponse.responseCrudData(groupService.list(knowledgeId));
-  }
-
-  @GetMapping("delete")
-  public AmisResponse<?> delete(@RequestParam("id") Long id) throws ExecutionException, InterruptedException {
-    groupService.remove(id);
-    return AmisResponse.responseSuccess();
-  }
-}

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

@@ -1,131 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.controller;
-
-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.knowledge.entity.vo.SegmentVO;
-import com.lanyuanxiaoyao.service.ai.knowledge.service.EmbeddingService;
-import com.lanyuanxiaoyao.service.ai.knowledge.service.KnowledgeBaseService;
-import java.io.IOException;
-import java.util.concurrent.ExecutionException;
-import org.eclipse.collections.api.factory.Lists;
-import org.eclipse.collections.api.list.ImmutableList;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.springframework.web.bind.annotation.GetMapping;
-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;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250515
- */
-@RestController
-@RequestMapping("knowledge")
-public class KnowledgeBaseController {
-  private static final Logger logger = LoggerFactory.getLogger(KnowledgeBaseController.class);
-
-  private final KnowledgeBaseService knowledgeBaseService;
-  private final EmbeddingService embeddingService;
-
-  public KnowledgeBaseController(KnowledgeBaseService knowledgeBaseService, EmbeddingService embeddingService) {
-    this.knowledgeBaseService = knowledgeBaseService;
-    this.embeddingService = embeddingService;
-  }
-
-  @PostMapping("add")
-  public void add(
-      @RequestParam("name") String name,
-      @RequestParam("strategy") String strategy
-  ) throws ExecutionException, InterruptedException {
-    knowledgeBaseService.add(name, strategy);
-  }
-
-  @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)) {
-      return AmisResponse.responseCrudData(
-          embeddingService.preview(mode, content)
-              .collect(doc -> {
-                SegmentVO vo = new SegmentVO();
-                vo.setId(doc.getId());
-                vo.setText(doc.getText());
-                return vo;
-              })
-      );
-    } else if (StrUtil.equals("file", type)) {
-      return AmisResponse.responseCrudData(
-          embeddingService.preview(mode, Lists.immutable.of(files.split(",")))
-              .collect(doc -> {
-                SegmentVO vo = new SegmentVO();
-                vo.setId(doc.getId());
-                vo.setText(doc.getText());
-                return vo;
-              })
-      );
-    } else {
-      throw new IllegalArgumentException("Unsupported type: " + type);
-    }
-  }
-
-  @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(",")));
-    } else {
-      throw new IllegalArgumentException("Unsupported type: " + type);
-    }
-  }
-
-  @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)));
-  }
-
-  @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);
-  }
-}

service-ai/service-ai-knowledge/src/main/java/com/lanyuanxiaoyao/service/ai/knowledge/entity/EmbeddingContext.java

@@ -1,202 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.entity;
-
-import java.util.List;
-import java.util.Map;
-import org.eclipse.collections.api.factory.Lists;
-import org.eclipse.collections.api.factory.Maps;
-import org.springframework.ai.document.Document;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250523
- */
-public class EmbeddingContext {
-  private Long vectorSourceId;
-  private Long groupId;
-  private Config config;
-  private String content;
-  private String file;
-  private String fileFormat;
-  private List<Document> documents = Lists.mutable.empty();
-  private Map<String, Object> metadata = Maps.mutable.empty();
-
-  private EmbeddingContext(Builder builder) {
-    setVectorSourceId(builder.vectorSourceId);
-    setGroupId(builder.groupId);
-    setConfig(builder.config);
-    setContent(builder.content);
-    setFile(builder.file);
-    setFileFormat(builder.fileFormat);
-  }
-
-  public static Builder builder() {
-    return new Builder();
-  }
-
-  public Long getGroupId() {
-    return groupId;
-  }
-
-  public void setGroupId(Long groupId) {
-    this.groupId = groupId;
-  }
-
-  public Long getVectorSourceId() {
-    return vectorSourceId;
-  }
-
-  public void setVectorSourceId(Long vectorSourceId) {
-    this.vectorSourceId = vectorSourceId;
-  }
-
-  public Config getConfig() {
-    return config;
-  }
-
-  public void setConfig(Config config) {
-    this.config = config;
-  }
-
-  public String getContent() {
-    return content;
-  }
-
-  public void setContent(String content) {
-    this.content = content;
-  }
-
-  public String getFile() {
-    return file;
-  }
-
-  public void setFile(String file) {
-    this.file = file;
-  }
-
-  public String getFileFormat() {
-    return fileFormat;
-  }
-
-  public void setFileFormat(String fileFormat) {
-    this.fileFormat = fileFormat;
-  }
-
-  public List<Document> getDocuments() {
-    return documents;
-  }
-
-  public void setDocuments(List<Document> documents) {
-    this.documents = documents;
-  }
-
-  public Map<String, Object> getMetadata() {
-    return metadata;
-  }
-
-  public void setMetadata(Map<String, Object> metadata) {
-    this.metadata = metadata;
-  }
-
-  @Override
-  public String toString() {
-    return "EmbeddingContext{" +
-           "vectorSourceId=" + vectorSourceId +
-           ", groupId=" + groupId +
-           ", config=" + config +
-           ", content='" + content + '\'' +
-           ", file='" + file + '\'' +
-           ", fileFormat='" + fileFormat + '\'' +
-           ", documents=" + documents +
-           ", metadata=" + metadata +
-           '}';
-  }
-
-  public static final class Config {
-    private SplitStrategy splitStrategy = SplitStrategy.NORMAL;
-
-    private Config(Builder builder) {setSplitStrategy(builder.splitStrategy);}
-
-    public static Builder builder() {
-      return new Builder();
-    }
-
-    public SplitStrategy getSplitStrategy() {
-      return splitStrategy;
-    }
-
-    public void setSplitStrategy(SplitStrategy splitStrategy) {
-      this.splitStrategy = splitStrategy;
-    }
-
-    @Override
-    public String toString() {
-      return "Config{" +
-             "splitStrategy=" + splitStrategy +
-             '}';
-    }
-
-    public enum SplitStrategy {
-      NORMAL, LLM, QA
-    }
-
-    public static final class Builder {
-      private SplitStrategy splitStrategy;
-
-      private Builder() {}
-
-      public Builder splitStrategy(SplitStrategy val) {
-        splitStrategy = val;
-        return this;
-      }
-
-      public Config build() {
-        return new Config(this);
-      }
-    }
-  }
-
-  public static final class Builder {
-    private Long vectorSourceId;
-    private Long groupId;
-    private Config config;
-    private String content;
-    private String file;
-    private String fileFormat;
-
-    private Builder() {}
-
-    public Builder vectorSourceId(Long val) {
-      vectorSourceId = val;
-      return this;
-    }
-
-    public Builder groupId(Long val) {
-      groupId = val;
-      return this;
-    }
-
-    public Builder config(Config val) {
-      config = val;
-      return this;
-    }
-
-    public Builder content(String val) {
-      content = val;
-      return this;
-    }
-
-    public Builder file(String val) {
-      file = val;
-      return this;
-    }
-
-    public Builder fileFormat(String val) {
-      fileFormat = val;
-      return this;
-    }
-
-    public EmbeddingContext build() {
-      return new EmbeddingContext(this);
-    }
-  }
-}

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

@@ -1,64 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.entity;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250527
- */
-public class Group {
-  private String id;
-  private String name;
-  private String status;
-  private Long createdTime;
-  private Long modifiedTime;
-
-  public String getId() {
-    return id;
-  }
-
-  public void setId(String id) {
-    this.id = id;
-  }
-
-  public String getName() {
-    return name;
-  }
-
-  public void setName(String name) {
-    this.name = name;
-  }
-
-  public String getStatus() {
-    return status;
-  }
-
-  public void setStatus(String status) {
-    this.status = status;
-  }
-
-  public Long getCreatedTime() {
-    return createdTime;
-  }
-
-  public void setCreatedTime(Long createdTime) {
-    this.createdTime = createdTime;
-  }
-
-  public Long getModifiedTime() {
-    return modifiedTime;
-  }
-
-  public void setModifiedTime(Long modifiedTime) {
-    this.modifiedTime = modifiedTime;
-  }
-
-  @Override
-  public String toString() {
-    return "GroupVO{" +
-           "id='" + id + '\'' +
-           ", name='" + name + '\'' +
-           ", status='" + status + '\'' +
-           ", createdTime=" + createdTime +
-           ", modifiedTime=" + modifiedTime +
-           '}';
-  }
-}

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

@@ -1,74 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.entity;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250522
- */
-public class Knowledge {
-  private Long id;
-  private Long vectorSourceId;
-  private String name;
-  private String strategy;
-  private Long createdTime;
-  private Long modifiedTime;
-
-  public Long getId() {
-    return id;
-  }
-
-  public void setId(Long id) {
-    this.id = id;
-  }
-
-  public Long getVectorSourceId() {
-    return vectorSourceId;
-  }
-
-  public void setVectorSourceId(Long vectorSourceId) {
-    this.vectorSourceId = vectorSourceId;
-  }
-
-  public String getName() {
-    return name;
-  }
-
-  public void setName(String name) {
-    this.name = name;
-  }
-
-  public String getStrategy() {
-    return strategy;
-  }
-
-  public void setStrategy(String strategy) {
-    this.strategy = strategy;
-  }
-
-  public Long getCreatedTime() {
-    return createdTime;
-  }
-
-  public void setCreatedTime(Long createdTime) {
-    this.createdTime = createdTime;
-  }
-
-  public Long getModifiedTime() {
-    return modifiedTime;
-  }
-
-  public void setModifiedTime(Long modifiedTime) {
-    this.modifiedTime = modifiedTime;
-  }
-
-  @Override
-  public String toString() {
-    return "Knowledge{" +
-           "id=" + id +
-           ", vectorSourceId=" + vectorSourceId +
-           ", name='" + name + '\'' +
-           ", strategy='" + strategy + '\'' +
-           ", createdTime=" + createdTime +
-           ", modifiedTime=" + modifiedTime +
-           '}';
-  }
-}

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

@@ -1,74 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.entity.vo;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250527
- */
-public class DataFileVO {
-  private String id;
-  private String filename;
-  private Long size;
-  private String md5;
-  private String path;
-  private String type;
-
-  public String getId() {
-    return id;
-  }
-
-  public void setId(String id) {
-    this.id = id;
-  }
-
-  public String getFilename() {
-    return filename;
-  }
-
-  public void setFilename(String filename) {
-    this.filename = filename;
-  }
-
-  public Long getSize() {
-    return size;
-  }
-
-  public void setSize(Long size) {
-    this.size = size;
-  }
-
-  public String getMd5() {
-    return md5;
-  }
-
-  public void setMd5(String md5) {
-    this.md5 = md5;
-  }
-
-  public String getPath() {
-    return path;
-  }
-
-  public void setPath(String path) {
-    this.path = path;
-  }
-
-  public String getType() {
-    return type;
-  }
-
-  public void setType(String type) {
-    this.type = type;
-  }
-
-  @Override
-  public String toString() {
-    return "DataFile{" +
-           "id='" + id + '\'' +
-           ", filename='" + filename + '\'' +
-           ", size=" + size +
-           ", md5='" + md5 + '\'' +
-           ", path='" + path + '\'' +
-           ", type='" + type + '\'' +
-           '}';
-  }
-}

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

@@ -1,114 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.entity.vo;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250516
- */
-public class KnowledgeVO {
-  private String id;
-  private String vectorSourceId;
-  private String name;
-  private String strategy;
-  private Long size;
-  private Long points;
-  private Long segments;
-  private String status;
-  private Long createdTime;
-  private Long modifiedTime;
-
-  public String getId() {
-    return id;
-  }
-
-  public void setId(String id) {
-    this.id = id;
-  }
-
-  public String getVectorSourceId() {
-    return vectorSourceId;
-  }
-
-  public void setVectorSourceId(String vectorSourceId) {
-    this.vectorSourceId = vectorSourceId;
-  }
-
-  public String getName() {
-    return name;
-  }
-
-  public void setName(String name) {
-    this.name = name;
-  }
-
-  public String getStrategy() {
-    return strategy;
-  }
-
-  public void setStrategy(String strategy) {
-    this.strategy = strategy;
-  }
-
-  public Long getSize() {
-    return size;
-  }
-
-  public void setSize(Long size) {
-    this.size = size;
-  }
-
-  public Long getPoints() {
-    return points;
-  }
-
-  public void setPoints(Long points) {
-    this.points = points;
-  }
-
-  public Long getSegments() {
-    return segments;
-  }
-
-  public void setSegments(Long segments) {
-    this.segments = segments;
-  }
-
-  public String getStatus() {
-    return status;
-  }
-
-  public void setStatus(String status) {
-    this.status = status;
-  }
-
-  public Long getCreatedTime() {
-    return createdTime;
-  }
-
-  public void setCreatedTime(Long createdTime) {
-    this.createdTime = createdTime;
-  }
-
-  public Long getModifiedTime() {
-    return modifiedTime;
-  }
-
-  public void setModifiedTime(Long modifiedTime) {
-    this.modifiedTime = modifiedTime;
-  }
-
-  @Override
-  public String toString() {
-    return "KnowledgeVO{" +
-           "id='" + id + '\'' +
-           ", vectorSourceId='" + vectorSourceId + '\'' +
-           ", name='" + name + '\'' +
-           ", strategy='" + strategy + '\'' +
-           ", size=" + size +
-           ", points=" + points +
-           ", segments=" + segments +
-           ", status='" + status + '\'' +
-           ", createdTime=" + createdTime +
-           ", modifiedTime=" + modifiedTime +
-           '}';
-  }
-}

service-ai/service-ai-knowledge/src/main/java/com/lanyuanxiaoyao/service/ai/knowledge/entity/vo/SegmentVO.java

@@ -1,34 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.entity.vo;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250516
- */
-public class SegmentVO {
-  private String id;
-  private String text;
-
-  public String getId() {
-    return id;
-  }
-
-  public void setId(String id) {
-    this.id = id;
-  }
-
-  public String getText() {
-    return text;
-  }
-
-  public void setText(String text) {
-    this.text = text;
-  }
-
-  @Override
-  public String toString() {
-    return "PointVO{" +
-           "id='" + id + '\'' +
-           ", text='" + text + '\'' +
-           '}';
-  }
-}

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

@@ -1,79 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
-
-import club.kingon.sql.builder.SqlBuilder;
-import cn.hutool.core.util.IdUtil;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.DataFileVO;
-import com.lanyuanxiaoyao.service.common.Constants;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.springframework.jdbc.core.JdbcTemplate;
-import org.springframework.stereotype.Service;
-import org.springframework.transaction.annotation.Transactional;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250527
- */
-@Service
-public class DataFileService {
-  private static final Logger log = LoggerFactory.getLogger(DataFileService.class);
-  private static final String DATA_FILE_TABLE_NAME = Constants.DATABASE_NAME + ".service_ai_file";
-
-  private final JdbcTemplate template;
-
-  public DataFileService(JdbcTemplate template) {
-    this.template = template;
-  }
-
-  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
-    );
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public Long initialDataFile(String filename) {
-    long id = IdUtil.getSnowflakeNextId();
-    template.update(
-        SqlBuilder.insertInto(DATA_FILE_TABLE_NAME, "id", "filename")
-            .values()
-            .addValue("?", "?")
-            .precompileSql(),
-        id,
-        filename
-    );
-    return id;
-  }
-
-  @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
-    );
-  }
-}

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

@@ -1,135 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
-
-import club.kingon.sql.builder.SqlBuilder;
-import club.kingon.sql.builder.entry.Alias;
-import club.kingon.sql.builder.entry.Column;
-import cn.hutool.core.util.IdUtil;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.Group;
-import com.lanyuanxiaoyao.service.common.Constants;
-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 org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-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;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250522
- */
-@Service
-public class GroupService {
-  public static final String GROUP_TABLE_NAME = Constants.DATABASE_NAME + ".service_ai_group";
-  private static final Logger logger = LoggerFactory.getLogger(GroupService.class);
-  private static final RowMapper<Group> groupMapper = (rs, row) -> {
-    Group vo = new Group();
-    vo.setId(String.valueOf(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;
-  private final QdrantClient client;
-
-  public GroupService(JdbcTemplate template, VectorStore vectorStore) {
-    this.template = template;
-    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 = IdUtil.getSnowflakeNextId();
-    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();
-  }
-
-  @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
-    );
-    client.deleteAsync(
-        String.valueOf(vectorSourceId),
-        Points.Filter.newBuilder()
-            .addMust(ConditionFactory.matchKeyword("vector_source_id", String.valueOf(vectorSourceId)))
-            .addMust(ConditionFactory.matchKeyword("group_id", String.valueOf(groupId)))
-            .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
-    );
-  }
-}

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

@@ -1,201 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
-
-import club.kingon.sql.builder.SqlBuilder;
-import cn.hutool.core.util.IdUtil;
-import cn.hutool.core.util.ObjectUtil;
-import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.Knowledge;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.KnowledgeVO;
-import com.lanyuanxiaoyao.service.common.Constants;
-import io.qdrant.client.QdrantClient;
-import io.qdrant.client.grpc.Collections;
-import java.io.IOException;
-import java.util.List;
-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 org.noear.solon.ai.reranking.RerankingModel;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.springframework.ai.document.Document;
-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;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250522
- */
-@Service
-public class KnowledgeBaseService {
-  public static final String KNOWLEDGE_TABLE_NAME = Constants.DATABASE_NAME + ".service_ai_knowledge";
-  private static final Logger logger = LoggerFactory.getLogger(KnowledgeBaseService.class);
-  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.setStrategy(rs.getString(4));
-    knowledge.setCreatedTime(rs.getTimestamp(5).getTime());
-    knowledge.setModifiedTime(rs.getTimestamp(6).getTime());
-    return knowledge;
-  };
-  private final JdbcTemplate template;
-  private final EmbeddingModel model;
-  private final QdrantClient client;
-  private final GroupService groupService;
-  private final RerankingModel rerankingModel;
-
-  public KnowledgeBaseService(JdbcTemplate template, EmbeddingModel model, VectorStore vectorStore, GroupService groupService, RerankingModel rerankingModel) {
-    this.template = template;
-    this.model = model;
-    this.client = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
-    this.groupService = groupService;
-    this.rerankingModel = rerankingModel;
-  }
-
-  public Knowledge get(Long id) {
-    return template.queryForObject(
-        SqlBuilder.select("id", "vector_source_id", "name", "strategy", "created_time", "modified_time")
-            .from(KNOWLEDGE_TABLE_NAME)
-            .whereEq("id", "?")
-            .precompileSql(),
-        knowledgeMapper,
-        id
-    );
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void add(String name, 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) {
-      throw new RuntimeException("名称已存在");
-    }
-
-    long id = IdUtil.getSnowflakeNextId();
-    long vectorSourceId = IdUtil.getSnowflakeNextId();
-    template.update(
-        SqlBuilder.insertInto(KNOWLEDGE_TABLE_NAME, "id", "vector_source_id", "name", "strategy")
-            .values()
-            .addValue("?", "?", "?", "?")
-            .precompileSql(),
-        id,
-        vectorSourceId,
-        name,
-        strategy
-    );
-    client.createCollectionAsync(
-        String.valueOf(vectorSourceId),
-        Collections.VectorParams.newBuilder()
-            .setDistance(Collections.Distance.valueOf(strategy))
-            .setSize(model.dimensions())
-            .build()
-    ).get();
-  }
-
-  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("id", "vector_source_id", "name", "strategy", "created_time", "modified_time")
-                .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(String.valueOf(knowledge.getId()));
-            vo.setVectorSourceId(String.valueOf(knowledge.getVectorSourceId()));
-            vo.setName(knowledge.getName());
-            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();
-  }
-
-  @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());
-    client.deleteCollectionAsync(String.valueOf(knowledge.getVectorSourceId())).get();
-  }
-
-  public ImmutableList<String> query(
-      Long id,
-      String text,
-      Integer limit,
-      Double threshold
-  ) throws ExecutionException, InterruptedException, IOException {
-    Knowledge knowledge = get(id);
-    Boolean exists = client.collectionExistsAsync(String.valueOf(knowledge.getVectorSourceId())).get();
-    if (!exists) {
-      throw new RuntimeException(StrUtil.format("{} not exists", id));
-    }
-    VectorStore vs = QdrantVectorStore.builder(client, model)
-        .collectionName(String.valueOf(knowledge.getVectorSourceId()))
-        .initializeSchema(false)
-        .build();
-    List<Document> documents = vs.similaritySearch(
-        SearchRequest.builder()
-            .query(text)
-            .topK(limit)
-            .similarityThreshold(threshold)
-            .build()
-    );
-    // 如果只是一个知识库的话，似乎没有什么rerank的必要...
-    /* List<org.noear.solon.ai.rag.Document> rerankDocuments = rerankingModel.rerank(
-        text,
-        documents.stream()
-            .map(doc -> new org.noear.solon.ai.rag.Document(doc.getId(), doc.getText(), doc.getMetadata(), doc.getScore()))
-            .toList()
-    ); */
-    return Lists.immutable.ofAll(documents)
-        .collect(Document::getText);
-  }
-}

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

@@ -1,30 +0,0 @@
-spring:
-  application:
-    name: service-ai-knowledge
-  profiles:
-    include: random-port,common,discovery,metrics,forest
-  ai:
-    openai:
-      base-url: http://132.121.206.65:10086
-      api-key: ENC(K+Hff9QGC+fcyi510VIDd9CaeK/IN5WBJ9rlkUsHEdDgIidW+stHHJlsK0lLPUXXREha+ToQZqqDXJrqSE+GUKCXklFhelD8bRHFXBIeP/ZzT2cxhzgKUXgjw3S0Qw2R)
-      chat:
-        options:
-          model: 'Qwen3-1.7-vllm'
-      embedding:
-        options:
-          model: 'Bge-m3-vllm'
-    vectorstore:
-      qdrant:
-        host: 132.121.206.65
-        port: 29463
-        api-key: ENC(0/0UkIKeAvyV17yNqSU3v04wmm8CdWKe4BYSSJa2FuBtK12TcZRJPdwk+ZpYnpISv+KmVTUrrmFBzAYrDR3ysA==)
-liteflow:
-  rule-source: config/flow.xml
-  print-banner: false
-  check-node-exists: false
-solon:
-  base-url: http://132.121.206.65:10086
-  api-key: ENC(K+Hff9QGC+fcyi510VIDd9CaeK/IN5WBJ9rlkUsHEdDgIidW+stHHJlsK0lLPUXXREha+ToQZqqDXJrqSE+GUKCXklFhelD8bRHFXBIeP/ZzT2cxhzgKUXgjw3S0Qw2R)
-  rerank:
-    model: 'Bge-reranker-v2-vllm'
-    endpoint: '/v1/rerank'

service-ai/service-ai-knowledge/src/test/java/com/lanyuanxiaoyao/service/ai/knowledge/TestLlm.java

@@ -1,116 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge;
-
-import java.net.http.HttpClient;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.springframework.ai.chat.client.ChatClient;
-import org.springframework.ai.openai.OpenAiChatModel;
-import org.springframework.ai.openai.OpenAiChatOptions;
-import org.springframework.ai.openai.api.OpenAiApi;
-import org.springframework.http.client.JdkClientHttpRequestFactory;
-import org.springframework.http.client.reactive.JdkClientHttpConnector;
-import org.springframework.web.client.RestClient;
-import org.springframework.web.reactive.function.client.WebClient;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250526
- */
-public class TestLlm {
-  private static final Logger log = LoggerFactory.getLogger(TestLlm.class);
-
-  public static void main(String[] args) {
-    HttpClient httpClient = HttpClient.newBuilder()
-        .version(HttpClient.Version.HTTP_1_1)
-        .build();
-    ChatClient client = ChatClient.builder(
-            OpenAiChatModel.builder()
-                .openAiApi(
-                    OpenAiApi.builder()
-                        .baseUrl("http://132.121.206.65:10086")
-                        .apiKey("*XMySqV%>hR&v>>g*NwCs3tpQ5FVMFEF2VHVTj<MYQd$&@$sY7CgqNyea4giJi4")
-                        .webClientBuilder(WebClient.builder().clientConnector(new JdkClientHttpConnector(httpClient)))
-                        .restClientBuilder(RestClient.builder().requestFactory(new JdkClientHttpRequestFactory(httpClient)))
-                        .build()
-                )
-                .defaultOptions(
-                    OpenAiChatOptions.builder()
-                        .model("Qwen3-1.7-vllm")
-                        .build()
-                )
-                .build()
-        )
-        .build();
-    String content = client.prompt()
-        .system("""
-            对用户输入的文本，生成多组高质量的问答对。请遵循以下指南：
-            1. 问题部分：
-              为同一个主题创建尽可能多的不同表述的问题，确保问题的多样性。
-              每个问题应考虑用户可能的多种问法，例如：
-              直接询问（如“什么是...？”）
-              请求确认（如“是否可以说...？”）
-              寻求解释（如“请解释一下...的含义。”）
-              假设性问题（如“如果...会怎样？”）
-              例子请求（如“能否举个例子说明...？”）
-              问题应涵盖文本中的关键信息、主要概念和细节，确保不遗漏重要内容。
-            2. 答案部分：
-              提供一个全面、信息丰富的答案，涵盖问题的所有可能角度，确保逻辑连贯。
-              答案应直接基于给定文本，确保准确性和一致性。
-              包含相关的细节，如日期、名称、职位等具体信息，必要时提供背景信息以增强理解。
-            3. 格式：
-              使用"问："标记问题集合的开始，所有问题应在一个段落内，问题之间用空格分隔。
-              使用"答："标记答案的开始，答案应清晰分段，便于阅读。
-              问答对之间用“---”分隔，以提高可读性。
-            4. 内容要求：
-              确保问答对紧密围绕文本主题，避免偏离主题。
-              避免添加文本中未提及的信息，确保信息的真实性。
-              一个问题搭配一个答案，避免一组问答对中同时涉及多个问题。
-              如果文本信息不足以回答某个方面，可以在答案中说明 "根据给定信息无法确定"，并尽量提供相关的上下文。
-            """)
-        .user("""
-            Apache Hudi 是一款开源的数据湖管理框架，专注于高效处理大规模数据集的增量更新和实时操作。以下是其核心要点介绍：
-            核心功能与特性
-            
-            增量数据处理：支持插入（Insert）、更新（Update）、删除（Delete）操作，并通过“Upsert”（插入或更新）机制高效处理变更数据，避免重写整个数据集。
-            
-            事务支持：提供 ACID 事务保证，确保数据一致性和可靠性，支持原子提交和回滚。
-            
-            存储优化：自动合并小文件并维护文件最佳大小，减少存储碎片化问题，提升查询性能。
-            
-            多查询类型：
-            
-            快照查询：获取最新数据状态（对 MoR 表合并基础文件和增量文件）。
-            
-            增量查询：捕获自某次提交后的变更数据流，适用于增量管道。
-            
-            读取优化查询：针对 MoR 表展示最新压缩后的数据。
-            存储模型
-            
-            写入时复制（Copy-on-Write, CoW）：数据以列式格式（如 Parquet）存储，每次更新生成新版本文件，适合读多写少的场景。
-            
-            读取时合并（Merge-on-Read, MoR）：结合列式（Parquet）和行式（Avro）存储，更新写入增量文件后异步合并，适合写频繁的场景。
-            适用场景
-            
-            合规性需求：支持 GDPR、CCPA 等法规要求的数据删除和更新。
-            
-            实时数据流处理：如 IoT 设备数据、CDC（变更数据捕获）系统，实现近实时分析。
-            
-            数据湖管理：优化大规模数据集的存储和查询效率，支持时间旅行查询和历史版本回溯。
-            技术生态与兼容性
-            
-            多引擎支持：与 Spark、Flink、Hive、Presto、Trino 等计算和查询引擎集成。
-            
-            存储格式：基于 Parquet 和 Avro，兼容 Hadoop 生态及云存储（如 Amazon S3）。
-            优势对比
-            
-            相较于同类产品（如 Apache Iceberg、Delta Lake），Hudi 在实时更新和增量处理方面表现突出，尤其适合需要频繁数据变更的场景。其独特的 MoR 模型在写入性能上优于传统批处理方案。
-            
-            总结
-            
-            Apache Hudi 通过灵活的存储模型、高效的事务管理和广泛的生态系统集成，成为构建现代化数据湖的核心工具，适用于金融、物联网、实时分析等对数据新鲜度和操作效率要求高的领域。
-            """)
-        .call()
-        .content();
-    log.info(content);
-  }
-}

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

@@ -0,0 +1,153 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <modelVersion>4.0.0</modelVersion>
+    <parent>
+        <groupId>com.lanyuanxiaoyao</groupId>
+        <artifactId>service-ai</artifactId>
+        <version>1.0.0-SNAPSHOT</version>
+    </parent>
+
+    <artifactId>service-ai-web</artifactId>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.lanyuanxiaoyao</groupId>
+            <artifactId>service-ai-core</artifactId>
+            <exclusions>
+                <exclusion>
+                    <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>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.ai</groupId>
+            <artifactId>spring-ai-starter-model-deepseek</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.ai</groupId>
+            <artifactId>spring-ai-starter-vector-store-qdrant</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.ai</groupId>
+            <artifactId>spring-ai-markdown-document-reader</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-data-jpa</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.freemarker</groupId>
+            <artifactId>freemarker</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.blinkfox</groupId>
+            <artifactId>fenix-spring-boot-starter</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.mysql</groupId>
+            <artifactId>mysql-connector-j</artifactId>
+        </dependency>
+        <dependency>
+            <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>
+        </dependency>
+        <dependency>
+            <groupId>org.springframework.ai</groupId>
+            <artifactId>spring-ai-pdf-document-reader</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.noear</groupId>
+            <artifactId>solon-ai</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.noear</groupId>
+            <artifactId>solon-ai-dialect-openai</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.yomahub</groupId>
+            <artifactId>liteflow-script-graaljs</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.yomahub</groupId>
+            <artifactId>liteflow-script-python</artifactId>
+        </dependency>
+
+        <dependency>
+            <groupId>org.hibernate.orm</groupId>
+            <artifactId>hibernate-ant</artifactId>
+            <version>6.6.8.Final</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <annotationProcessorPaths>
+                        <path>
+                            <groupId>org.mapstruct</groupId>
+                            <artifactId>mapstruct-processor</artifactId>
+                            <version>${mapstruct.version}</version>
+                        </path>
+                        <path>
+                            <groupId>org.projectlombok</groupId>
+                            <artifactId>lombok</artifactId>
+                        </path>
+                        <path>
+                            <groupId>org.projectlombok</groupId>
+                            <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>
+                        <arg>-Amapstruct.defaultInjectionStrategy=constructor</arg>
+                    </compilerArgs>
+                </configuration>
+            </plugin>
+            <plugin>
+                <groupId>org.springframework.boot</groupId>
+                <artifactId>spring-boot-maven-plugin</artifactId>
+                <executions>
+                    <execution>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>repackage</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+</project>

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

@@ -1,5 +1,6 @@
-package com.lanyuanxiaoyao.service.ai.knowledge;
+package com.lanyuanxiaoyao.service.ai.web;
 
+import com.blinkfox.fenix.EnableFenix;
 import com.ulisesbocchio.jasyptspringboot.annotation.EnableEncryptableProperties;
 import org.springframework.boot.ApplicationArguments;
 import org.springframework.boot.ApplicationRunner;
@@ -7,6 +8,7 @@ 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.data.jpa.repository.config.EnableJpaAuditing;
 import org.springframework.retry.annotation.EnableRetry;
 import org.springframework.scheduling.annotation.EnableScheduling;
 
@@ -20,9 +22,14 @@ import org.springframework.scheduling.annotation.EnableScheduling;
 @EnableEncryptableProperties
 @EnableRetry
 @EnableScheduling
-public class KnowledgeApplication implements ApplicationRunner {
+@EnableFenix
+@EnableJpaAuditing
+public class WebApplication implements ApplicationRunner {
+
   public static void main(String[] args) {
-    SpringApplication.run(KnowledgeApplication.class, args);
+    System.setProperty("polyglot.engine.WarnInterpreterOnly", "false");
+
+    SpringApplication.run(WebApplication.class, args);
   }
 
   @Override

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/FileStoreProperties.java

@@ -0,0 +1,17 @@
+package com.lanyuanxiaoyao.service.ai.web.configuration;
+
+import lombok.Data;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+import org.springframework.context.annotation.Configuration;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250527
+ */
+@Data
+@Configuration
+@ConfigurationProperties(prefix = "file-store")
+public class FileStoreProperties {
+  private String downloadPrefix;
+  private String uploadPath;
+}

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

@@ -0,0 +1,111 @@
+package com.lanyuanxiaoyao.service.ai.web.configuration;
+
+import cn.hutool.core.lang.Assert;
+import cn.hutool.core.util.StrUtil;
+import java.time.Duration;
+import lombok.extern.slf4j.Slf4j;
+import org.noear.solon.ai.reranking.RerankingModel;
+import org.springframework.ai.chat.client.ChatClient;
+import org.springframework.ai.deepseek.DeepSeekChatModel;
+import org.springframework.ai.deepseek.DeepSeekChatOptions;
+import org.springframework.ai.deepseek.api.DeepSeekApi;
+import org.springframework.ai.document.MetadataMode;
+import org.springframework.ai.embedding.EmbeddingModel;
+import org.springframework.ai.openai.OpenAiChatModel;
+import org.springframework.ai.openai.OpenAiChatOptions;
+import org.springframework.ai.openai.OpenAiEmbeddingModel;
+import org.springframework.ai.openai.OpenAiEmbeddingOptions;
+import org.springframework.ai.openai.api.OpenAiApi;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+import org.springframework.web.client.RestClient;
+import org.springframework.web.reactive.function.client.WebClient;
+
+@Slf4j
+@Configuration
+public class LlmConfiguration {
+  @Bean("chat")
+  public ChatClient.Builder chatClientBuilder(LlmProperties llmProperties, WebClient.Builder webClientBuilder, RestClient.Builder restClientBuilder) {
+    Assert.notNull(llmProperties.getChat(), "chat properties is null");
+    DeepSeekApi.Builder apiBuilder = DeepSeekApi.builder()
+        .baseUrl(StrUtil.firstNonBlank(llmProperties.getChat().getBaseUrl(), llmProperties.getBaseUrl()))
+        .apiKey(StrUtil.firstNonBlank(llmProperties.getChat().getApiKey(), llmProperties.getApiKey()))
+        .webClientBuilder(webClientBuilder)
+        .restClientBuilder(restClientBuilder);
+    if (StrUtil.isNotBlank(llmProperties.getChat().getEndpoint())) {
+      apiBuilder.completionsPath(llmProperties.getChat().getEndpoint());
+    }
+    return ChatClient.builder(
+        DeepSeekChatModel.builder()
+            .deepSeekApi(apiBuilder.build())
+            .defaultOptions(
+                DeepSeekChatOptions.builder()
+                    .model(llmProperties.getChat().getModel())
+                    .build()
+            )
+            .build()
+    );
+  }
+
+  @Bean("visual")
+  public ChatClient.Builder visualClientBuilder(LlmProperties llmProperties, WebClient.Builder webClientBuilder, RestClient.Builder restClientBuilder) {
+    Assert.notNull(llmProperties.getVisual(), "visual properties is null");
+    OpenAiApi.Builder apiBuilder = OpenAiApi.builder()
+        .baseUrl(StrUtil.firstNonBlank(llmProperties.getVisual().getBaseUrl(), llmProperties.getBaseUrl()))
+        .apiKey(StrUtil.firstNonBlank(llmProperties.getVisual().getApiKey(), llmProperties.getApiKey()))
+        .webClientBuilder(webClientBuilder)
+        .restClientBuilder(restClientBuilder);
+    if (StrUtil.isNotBlank(llmProperties.getVisual().getEndpoint())) {
+      apiBuilder.completionsPath(llmProperties.getVisual().getEndpoint());
+    }
+    return ChatClient.builder(
+        OpenAiChatModel.builder()
+            .openAiApi(apiBuilder.build())
+            .defaultOptions(
+                OpenAiChatOptions.builder()
+                    .model(llmProperties.getVisual().getModel())
+                    .build()
+            )
+            .build()
+    );
+  }
+
+  @Bean
+  public EmbeddingModel embeddingModel(LlmProperties llmProperties, WebClient.Builder webClientBuilder, RestClient.Builder restClientBuilder) {
+    Assert.notNull(llmProperties.getEmbedding(), "embedding properties is null");
+    OpenAiApi.Builder apiBuilder = OpenAiApi.builder()
+        .baseUrl(StrUtil.firstNonBlank(llmProperties.getEmbedding().getBaseUrl(), llmProperties.getBaseUrl()))
+        .apiKey(StrUtil.firstNonBlank(llmProperties.getEmbedding().getApiKey(), llmProperties.getApiKey()))
+        .webClientBuilder(webClientBuilder)
+        .restClientBuilder(restClientBuilder);
+    if (StrUtil.isNotBlank(llmProperties.getEmbedding().getEndpoint())) {
+      apiBuilder.embeddingsPath(llmProperties.getEmbedding().getEndpoint());
+    }
+    return new OpenAiEmbeddingModel(
+        apiBuilder.build(),
+        MetadataMode.EMBED,
+        OpenAiEmbeddingOptions.builder()
+            .model(llmProperties.getEmbedding().getModel())
+            .build()
+    );
+  }
+
+  @Bean
+  public RerankingModel rerankingModel(LlmProperties llmProperties) {
+    Assert.notNull(llmProperties.getReranker(), "reranker properties is null");
+    String url = llmProperties.getBaseUrl();
+    if (StrUtil.isNotBlank(llmProperties.getReranker().getBaseUrl())) {
+      url = llmProperties.getReranker().getBaseUrl();
+    }
+    if (StrUtil.isNotBlank(llmProperties.getReranker().getEndpoint())) {
+      url += llmProperties.getReranker().getEndpoint();
+    } else {
+      url += "/v1/rerank";
+    }
+    return RerankingModel.of(url)
+        .apiKey(StrUtil.firstNonBlank(llmProperties.getReranker().getApiKey(), llmProperties.getApiKey()))
+        .model(llmProperties.getReranker().getModel())
+        .timeout(Duration.ofMinutes(10))
+        .build();
+  }
+}

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

@@ -0,0 +1,25 @@
+package com.lanyuanxiaoyao.service.ai.web.configuration;
+
+import lombok.Data;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+import org.springframework.context.annotation.Configuration;
+
+@Data
+@Configuration
+@ConfigurationProperties(prefix = "spring.llm")
+public class LlmProperties {
+  private String baseUrl;
+  private String apiKey;
+  private ChatProperties chat;
+  private ChatProperties visual;
+  private ChatProperties embedding;
+  private ChatProperties reranker;
+
+  @Data
+  public static class ChatProperties {
+    private String baseUrl;
+    private String apiKey;
+    private String model;
+    private String endpoint;
+  }
+}

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

@@ -1,4 +1,4 @@
-package com.lanyuanxiaoyao.service.ai.chat;
+package com.lanyuanxiaoyao.service.ai.web.configuration;
 
 import cn.hutool.core.util.StrUtil;
 

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

@@ -1,4 +1,4 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.controller;
+package com.lanyuanxiaoyao.service.ai.web.controller;
 
 import cn.hutool.core.io.FileUtil;
 import cn.hutool.core.io.IoUtil;
@@ -7,9 +7,9 @@ import cn.hutool.core.util.URLUtil;
 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.knowledge.configuration.KnowledgeConfiguration;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.DataFileVO;
-import com.lanyuanxiaoyao.service.ai.knowledge.service.DataFileService;
+import com.lanyuanxiaoyao.service.ai.web.configuration.FileStoreProperties;
+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;
 import java.io.File;
@@ -17,9 +17,14 @@ import java.io.FileInputStream;
 import java.io.FileOutputStream;
 import java.io.IOException;
 import java.nio.channels.FileChannel;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.factory.Sets;
 import org.eclipse.collections.api.list.ImmutableList;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
+import org.eclipse.collections.api.set.ImmutableSet;
+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;
@@ -35,31 +40,50 @@ import org.springframework.web.multipart.MultipartFile;
  * @author lanyuanxiaoyao
  * @date 2024-11-21
  */
+@Slf4j
 @RestController
 @RequestMapping("/upload")
 public class DataFileController {
-  private static final Logger log = LoggerFactory.getLogger(DataFileController.class);
-
-  private final KnowledgeConfiguration knowledgeConfiguration;
+  private final FileStoreProperties fileStoreProperties;
   private final DataFileService dataFileService;
   private final String uploadFolderPath;
   private final String cacheFolderPath;
   private final String sliceFolderPath;
 
-  public DataFileController(KnowledgeConfiguration knowledgeConfiguration, DataFileService dataFileService) {
-    this.knowledgeConfiguration = knowledgeConfiguration;
+  public DataFileController(FileStoreProperties fileStoreProperties, DataFileService dataFileService) {
+    this.fileStoreProperties = fileStoreProperties;
     this.dataFileService = dataFileService;
 
-    this.uploadFolderPath = knowledgeConfiguration.getUploadPath();
+    this.uploadFolderPath = fileStoreProperties.getUploadPath();
     this.cacheFolderPath = StrUtil.format("{}/cache", uploadFolderPath);
     this.sliceFolderPath = StrUtil.format("{}/slice", uploadFolderPath);
   }
 
+  @PostMapping("/detail")
+  public AmisResponse<?> detail(@RequestBody DetailRequest request) {
+    var mapper = Mappers.getMapper(DetailResponse.Mapper.class);
+    return AmisResponse.responseCrudData(dataFileService.downloadFile(request.ids).collect(mapper::from));
+  }
+
+  @GetMapping("/detail")
+  public AmisResponse<?> detail(@RequestParam("ids") String ids) {
+    if (StrUtil.isBlank(ids)) {
+      return AmisResponse.responseCrudData(Sets.immutable.empty());
+    }
+    var mapper = Mappers.getMapper(DetailResponse.Mapper.class);
+    return AmisResponse.responseCrudData(
+        dataFileService.downloadFile(
+            Sets.immutable.ofAll(StrUtil.split(ids, ","))
+                .collect(Long::parseLong)
+        ).collect(mapper::from)
+    );
+  }
+
   @PostMapping("")
   public AmisResponse<FinishResponse> upload(@RequestParam("file") MultipartFile file) throws IOException {
     String filename = file.getOriginalFilename();
     Long id = dataFileService.initialDataFile(filename);
-    String url = StrUtil.format("{}/upload/download/{}", knowledgeConfiguration.getDownloadPrefix(), id);
+    String url = StrUtil.format("{}/upload/download/{}", fileStoreProperties.getDownloadPrefix(), id);
     byte[] bytes = file.getBytes();
     String originMd5 = SecureUtil.md5(new ByteArrayInputStream(bytes));
     File targetFile = new File(StrUtil.format("{}/{}", uploadFolderPath, originMd5));
@@ -79,8 +103,8 @@ public class DataFileController {
   }
 
   @GetMapping("/download/{id}")
-  public void download(@PathVariable Long id, HttpServletResponse response) throws IOException {
-    DataFileVO dataFile = dataFileService.downloadFile(id);
+  public void download(@PathVariable("id") Long id, HttpServletResponse response) throws IOException {
+    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");
@@ -156,7 +180,7 @@ public class DataFileController {
             request.uploadId,
             request.filename,
             request.uploadId.toString(),
-            StrUtil.format("{}/upload/download/{}", knowledgeConfiguration.getDownloadPrefix(), request.uploadId)
+            StrUtil.format("{}/upload/download/{}", fileStoreProperties.getDownloadPrefix(), request.uploadId)
         ));
       } else {
         throw new RuntimeException("合并文件失败");
@@ -169,213 +193,66 @@ public class DataFileController {
     }
   }
 
+  @Data
+  public static final class DetailRequest {
+    private ImmutableSet<Long> ids;
+  }
+
+  @Data
+  public static final class DetailResponse {
+    private Long id;
+    private String filename;
+    private Long size;
+    private String md5;
+
+    @org.mapstruct.Mapper
+    public interface Mapper {
+      DetailResponse from(DataFile file);
+    }
+  }
+
+  @Data
   public static final class StartRequest {
     private String name;
     private String filename;
-
-    public String getName() {
-      return name;
-    }
-
-    public void setName(String name) {
-      this.name = name;
-    }
-
-    public String getFilename() {
-      return filename;
-    }
-
-    public void setFilename(String filename) {
-      this.filename = filename;
-    }
-
-    @Override
-    public String toString() {
-      return "StartRequest{" +
-             "name='" + name + '\'' +
-             ", filename='" + filename + '\'' +
-             '}';
-    }
   }
 
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
   public static final class StartResponse {
     private String uploadId;
-
-    public StartResponse() {
-    }
-
-    public StartResponse(String uploadId) {
-      this.uploadId = uploadId;
-    }
-
-    public String getUploadId() {
-      return uploadId;
-    }
-
-    public void setUploadId(String uploadId) {
-      this.uploadId = uploadId;
-    }
-
-    @Override
-    public String toString() {
-      return "StartResponse{" +
-             "uploadId='" + uploadId + '\'' +
-             '}';
-    }
   }
 
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
   public static final class SliceResponse {
     @JsonProperty("eTag")
     private String eTag;
-
-    public SliceResponse() {
-    }
-
-    public SliceResponse(String eTag) {
-      this.eTag = eTag;
-    }
-
-    public String geteTag() {
-      return eTag;
-    }
-
-    public void seteTag(String eTag) {
-      this.eTag = eTag;
-    }
-
-    @Override
-    public String toString() {
-      return "SliceResponse{" +
-             "eTag='" + eTag + '\'' +
-             '}';
-    }
   }
 
+  @Data
   public static final class FinishRequest {
     private String filename;
     private Long uploadId;
     private ImmutableList<Part> partList;
 
-    public String getFilename() {
-      return filename;
-    }
-
-    public void setFilename(String filename) {
-      this.filename = filename;
-    }
-
-    public Long getUploadId() {
-      return uploadId;
-    }
-
-    public void setUploadId(Long uploadId) {
-      this.uploadId = uploadId;
-    }
-
-    public ImmutableList<Part> getPartList() {
-      return partList;
-    }
-
-    public void setPartList(ImmutableList<Part> partList) {
-      this.partList = partList;
-    }
-
-    @Override
-    public String toString() {
-      return "FinishRequest{" +
-             "filename='" + filename + '\'' +
-             ", uploadId=" + uploadId +
-             ", partList=" + partList +
-             '}';
-    }
-
+    @Data
     public static final class Part {
       private Integer partNumber;
       @JsonProperty("eTag")
       private String eTag;
-
-      public Integer getPartNumber() {
-        return partNumber;
-      }
-
-      public void setPartNumber(Integer partNumber) {
-        this.partNumber = partNumber;
-      }
-
-      public String geteTag() {
-        return eTag;
-      }
-
-      public void seteTag(String eTag) {
-        this.eTag = eTag;
-      }
-
-      @Override
-      public String toString() {
-        return "Part{" +
-               "partNumber=" + partNumber +
-               ", eTag='" + eTag + '\'' +
-               '}';
-      }
     }
   }
 
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
   public static final class FinishResponse {
     private Long id;
     private String filename;
     private String value;
     private String url;
-
-    public FinishResponse() {
-    }
-
-    public FinishResponse(Long id, String filename, String value, String url) {
-      this.id = id;
-      this.filename = filename;
-      this.value = value;
-      this.url = url;
-    }
-
-    public Long getId() {
-      return id;
-    }
-
-    public void setId(Long id) {
-      this.id = id;
-    }
-
-    public String getFilename() {
-      return filename;
-    }
-
-    public void setFilename(String filename) {
-      this.filename = filename;
-    }
-
-    public String getValue() {
-      return value;
-    }
-
-    public void setValue(String value) {
-      this.value = value;
-    }
-
-    public String getUrl() {
-      return url;
-    }
-
-    public void setUrl(String url) {
-      this.url = url;
-    }
-
-    @Override
-    public String toString() {
-      return "FinishResponse{" +
-             "id=" + id +
-             ", filename='" + filename + '\'' +
-             ", value='" + value + '\'' +
-             ", url='" + url + '\'' +
-             '}';
-    }
   }
 }

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

@@ -1,17 +1,18 @@
-package com.lanyuanxiaoyao.service.ai.chat.controller;
+package com.lanyuanxiaoyao.service.ai.web.controller.chat;
 
-import cn.hutool.core.util.ObjectUtil;
 import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.chat.Prompts;
-import com.lanyuanxiaoyao.service.ai.chat.entity.MessageVO;
-import com.lanyuanxiaoyao.service.ai.chat.tools.ChartTool;
-import com.lanyuanxiaoyao.service.ai.chat.tools.KnowledgeTool;
-import com.lanyuanxiaoyao.service.ai.chat.tools.TableTool;
-import com.lanyuanxiaoyao.service.ai.chat.tools.YarnTool;
+import com.lanyuanxiaoyao.service.ai.web.configuration.Prompts;
+import com.lanyuanxiaoyao.service.ai.web.entity.vo.MessageVO;
+import com.lanyuanxiaoyao.service.ai.web.tools.ChartTool;
+import com.lanyuanxiaoyao.service.ai.web.tools.TableTool;
+import com.lanyuanxiaoyao.service.ai.web.tools.YarnTool;
+import com.lanyuanxiaoyao.service.configuration.ExecutorProvider;
+import jakarta.servlet.http.HttpServletResponse;
 import java.io.IOException;
 import java.time.LocalDateTime;
 import java.time.format.DateTimeFormatter;
 import java.util.Optional;
+import java.util.concurrent.TimeoutException;
 import org.eclipse.collections.api.list.ImmutableList;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -22,11 +23,11 @@ import org.springframework.ai.chat.messages.UserMessage;
 import org.springframework.ai.chat.model.ChatResponse;
 import org.springframework.ai.chat.model.Generation;
 import org.springframework.ai.deepseek.DeepSeekAssistantMessage;
+import org.springframework.beans.factory.annotation.Qualifier;
 import org.springframework.stereotype.Controller;
 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.ResponseBody;
 import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
 
@@ -46,11 +47,11 @@ public class ChatController {
 
   private final ChatClient chatClient;
 
-  public ChatController(ChatClient.Builder builder) {
+  public ChatController(@Qualifier("chat") ChatClient.Builder builder) {
     this.chatClient = builder.build();
   }
 
-  private ChatClient.ChatClientRequestSpec buildRequest(Long knowledgeId, ImmutableList<MessageVO> messages) {
+  private ChatClient.ChatClientRequestSpec buildRequest(ImmutableList<MessageVO> messages) {
     ChatClient.ChatClientRequestSpec spec = chatClient.prompt()
         .system(
             StrUtil.format("""
@@ -79,9 +80,6 @@ public class ChatController {
                 .collect(message -> (Message) message)
                 .toList()
         );
-    if (ObjectUtil.isNotNull(knowledgeId)) {
-      spec.tools(new KnowledgeTool(knowledgeId));
-    }
     spec.tools(
         new TableTool(),
         new YarnTool(),
@@ -93,10 +91,9 @@ public class ChatController {
   @PostMapping("sync")
   @ResponseBody
   public MessageVO chatSync(
-      @RequestParam(value = "knowledge_id", required = false) Long knowledgeId,
       @RequestBody ImmutableList<MessageVO> messages
   ) {
-    ChatResponse response = buildRequest(knowledgeId, messages)
+    ChatResponse response = buildRequest(messages)
         .call()
         .chatResponse();
     return toMessage(response);
@@ -104,25 +101,34 @@ public class ChatController {
 
   @PostMapping("async")
   public SseEmitter chatAsync(
-      @RequestParam(value = "knowledge_id", required = false) Long knowledgeId,
-      @RequestBody ImmutableList<MessageVO> messages
+      @RequestBody ImmutableList<MessageVO> messages,
+      HttpServletResponse httpResponse
   ) {
-    SseEmitter emitter = new SseEmitter();
-    buildRequest(knowledgeId, messages)
-        .stream()
-        .chatResponse()
-        .subscribe(
-            response -> {
-              try {
-                emitter.send(toMessage(response));
-              } catch (IOException e) {
-                emitter.completeWithError(e);
-                throw new RuntimeException(e);
-              }
-            },
-            emitter::completeWithError,
-            emitter::complete
-        );
+    httpResponse.setHeader("X-Accel-Buffering", "no");
+
+    SseEmitter emitter = new SseEmitter(20 * 60 * 1000L);
+    ExecutorProvider.EXECUTORS.submit(() -> {
+      buildRequest(messages)
+          .stream()
+          .chatResponse()
+          .subscribe(
+              response -> {
+                try {
+                  emitter.send(
+                      SseEmitter.event()
+                          .data(toMessage(response))
+                          .reconnectTime(5 * 1000L)
+                          .build()
+                  );
+                } catch (IOException e) {
+                  emitter.completeWithError(e);
+                }
+              },
+              emitter::completeWithError,
+              emitter::complete
+          );
+    });
+    emitter.onTimeout(() -> emitter.completeWithError(new TimeoutException("SseEmitter Timeout")));
     return emitter;
   }
 

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

@@ -0,0 +1,100 @@
+package com.lanyuanxiaoyao.service.ai.web.controller.feedback;
+
+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.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.RestController;
+
+@Slf4j
+@RestController
+@RequestMapping("feedback")
+public class FeedbackController extends SimpleControllerSupport<Feedback, FeedbackController.SaveItem, FeedbackController.ListItem, FeedbackController.ListItem> {
+  private final FeedbackService feedbackService;
+  private final DataFileService dataFileService;
+
+  public FeedbackController(FeedbackService feedbackService, DataFileService dataFileService) {
+    super(feedbackService);
+    this.feedbackService = feedbackService;
+    this.dataFileService = dataFileService;
+  }
+
+  @GetMapping("reanalysis/{id}")
+  public void reanalysis(@PathVariable("id") Long id) {
+    feedbackService.reanalysis(id);
+  }
+
+  @PostMapping("conclude")
+  public void conclude(@RequestBody ConcludeItem item) {
+    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 SaveItem {
+    private String source;
+    private ImmutableSet<Long> pictures;
+  }
+
+  @Data
+  public static final class ConcludeItem {
+    private Long id;
+    private String conclusion;
+  }
+
+  @Data
+  @EqualsAndHashCode(callSuper = true)
+  public static class ListItem extends SimpleItem {
+    private String source;
+    private ImmutableSet<Long> pictures;
+    private String analysis;
+    private String conclusion;
+    private Feedback.Status status;
+
+    @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

@@ -0,0 +1,67 @@
+package com.lanyuanxiaoyao.service.ai.web.controller.knowledge;
+
+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 com.lanyuanxiaoyao.service.ai.web.service.knowledge.KnowledgeBaseService;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import lombok.extern.slf4j.Slf4j;
+import org.mapstruct.factory.Mappers;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250528
+ */
+@Slf4j
+@RestController
+@RequestMapping("knowledge/group")
+public class GroupController extends SimpleControllerSupport<Group, GroupController.SaveItem, GroupController.ListItem, GroupController.ListItem> {
+  private final KnowledgeBaseService knowledgeBaseService;
+
+  public GroupController(GroupService groupService, KnowledgeBaseService knowledgeBaseService) {
+    super(groupService);
+    this.knowledgeBaseService = knowledgeBaseService;
+  }
+
+  @Override
+  protected SaveItemMapper<Group, SaveItem> saveItemMapper() {
+    return item -> {
+      Group group = new Group();
+      group.setName(item.getName());
+      group.setKnowledge(knowledgeBaseService.detailOrThrow(item.getKnowledgeId()));
+      return group;
+    };
+  }
+
+  @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

@@ -0,0 +1,184 @@
+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;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.RestController;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250515
+ */
+@Slf4j
+@RestController
+@RequestMapping("knowledge")
+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;
+  }
+
+  @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);
+  }
+
+  @PostMapping("preview_text")
+  public AmisResponse<?> previewText(@RequestBody SubmitItem item) {
+    if (StrUtil.equals("text", item.getType())) {
+      return AmisResponse.responseCrudData(
+          embeddingService.preview(item.getMode(), item.getContent())
+              .collect(doc -> {
+                SegmentVO vo = new SegmentVO();
+                vo.setId(doc.getId());
+                vo.setText(doc.getText());
+                return vo;
+              })
+      );
+    } else if (StrUtil.equals("file", item.getType())) {
+      return AmisResponse.responseCrudData(
+          embeddingService.preview(item.getMode(), item.getFiles())
+              .collect(doc -> {
+                SegmentVO vo = new SegmentVO();
+                vo.setId(doc.getId());
+                vo.setText(doc.getText());
+                return vo;
+              })
+      );
+    } else {
+      throw new IllegalArgumentException("Unsupported type: " + item.getType());
+    }
+  }
+
+  @PostMapping("submit_text")
+  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: " + item.getType());
+    }
+  }
+
+  @PostMapping("submit_text_directly")
+  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(@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/knowledge/SegmentController.java

@@ -1,10 +1,9 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.controller;
+package com.lanyuanxiaoyao.service.ai.web.controller.knowledge;
 
 import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
-import com.lanyuanxiaoyao.service.ai.knowledge.service.SegmentService;
+import com.lanyuanxiaoyao.service.ai.web.service.knowledge.SegmentService;
 import java.util.concurrent.ExecutionException;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
+import lombok.extern.slf4j.Slf4j;
 import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RequestParam;
@@ -14,11 +13,10 @@ import org.springframework.web.bind.annotation.RestController;
  * @author lanyuanxiaoyao
  * @version 20250528
  */
+@Slf4j
 @RestController
-@RequestMapping("segment")
+@RequestMapping("knowledge/segment")
 public class SegmentController {
-  private static final Logger logger = LoggerFactory.getLogger(SegmentController.class);
-
   private final SegmentService segmentService;
 
   public SegmentController(SegmentService segmentService) {

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

@@ -0,0 +1,128 @@
+package com.lanyuanxiaoyao.service.ai.web.controller.task;
+
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import com.fasterxml.jackson.core.JsonProcessingException;
+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.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 java.lang.reflect.InvocationTargetException;
+import java.util.Map;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import lombok.extern.slf4j.Slf4j;
+import org.mapstruct.Mapping;
+import org.mapstruct.factory.Mappers;
+import org.springframework.http.converter.json.Jackson2ObjectMapperBuilder;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
+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 FlowTaskService flowTaskService;
+  private final FlowTaskTemplateService flowTaskTemplateService;
+  private final ObjectMapper mapper;
+
+  public TaskController(FlowTaskService flowTaskService, FlowTaskTemplateService flowTaskTemplateService, Jackson2ObjectMapperBuilder builder) {
+    super(flowTaskService);
+    this.flowTaskService = flowTaskService;
+    this.flowTaskTemplateService = flowTaskTemplateService;
+    this.mapper = builder.build();
+  }
+
+  @GetMapping("input_data/{id}")
+  public AmisResponse<?> getInputData(@PathVariable("id") Long id) throws JsonProcessingException {
+    var task = flowTaskService.detailOrThrow(id);
+    if (ObjectUtil.isEmpty(task.getInput())) {
+      return AmisResponse.responseSuccess();
+    }
+    return AmisResponse.responseSuccess(mapper.readValue(task.getInput(), Map.class));
+  }
+
+  @GetMapping("input_schema/{id}")
+  public AmisResponse<?> getInputSchema(@PathVariable("id") Long id) throws JsonProcessingException {
+    var task = flowTaskService.detailOrThrow(id);
+    if (ObjectUtil.isEmpty(task.getTemplateInputSchema())) {
+      return AmisResponse.responseSuccess();
+    }
+    return AmisResponse.responseSuccess(mapper.readValue(task.getTemplateInputSchema(), Map.class));
+  }
+
+  @GetMapping("execute/{id}")
+  public AmisResponse<?> execute(@PathVariable("id") Long id) throws JsonProcessingException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
+    flowTaskService.execute(id);
+    return AmisResponse.responseSuccess();
+  }
+
+  @Override
+  protected SaveItemMapper<FlowTask, SaveItem> saveItemMapper() {
+    return item -> {
+      FlowTask task = new FlowTask();
+      FlowTaskTemplate template = flowTaskTemplateService.detailOrThrow(item.getTemplateId());
+      task.setTemplateName(template.getName());
+      task.setTemplateDescription(template.getDescription());
+      task.setTemplateInputSchema(template.getInputSchema());
+      task.setTemplateFlowGraph(template.getFlowGraph());
+      task.setInput(ObjectUtil.isEmpty(item.getInput()) ? null : mapper.writeValueAsString(item.getInput()));
+      return task;
+    };
+  }
+
+  @Override
+  protected ListItemMapper<FlowTask, ListItem> listItemMapper() {
+    ListItem.Mapper map = Mappers.getMapper(ListItem.Mapper.class);
+    return map::from;
+  }
+
+  @Override
+  protected DetailItemMapper<FlowTask, DetailItem> detailItemMapper() {
+    DetailItem.Mapper map = Mappers.getMapper(DetailItem.Mapper.class);
+    return map::from;
+  }
+
+  @Data
+  public static final class SaveItem {
+    private Long templateId;
+    private Object input;
+  }
+
+  @Data
+  @EqualsAndHashCode(callSuper = true)
+  public static class ListItem extends SimpleItem {
+    private String templateName;
+    private FlowTask.Status status;
+    private Boolean hasInput;
+
+    @org.mapstruct.Mapper(imports = {
+        StrUtil.class
+    })
+    public static abstract class Mapper {
+      @Mapping(target = "hasInput", expression = "java(StrUtil.isNotBlank(task.getInput()))")
+      public abstract ListItem from(FlowTask task);
+    }
+  }
+
+  @Data
+  @EqualsAndHashCode(callSuper = true)
+  public static class DetailItem extends ListItem {
+    private String error;
+    private String result;
+
+    @org.mapstruct.Mapper(imports = {
+        StrUtil.class
+    })
+    public static abstract class Mapper extends ListItem.Mapper {
+      @Mapping(target = "hasInput", expression = "java(StrUtil.isNotBlank(task.getInput()))")
+      public abstract DetailItem from(FlowTask task);
+    }
+  }
+}

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

@@ -0,0 +1,125 @@
+package com.lanyuanxiaoyao.service.ai.web.controller.task;
+
+import cn.hutool.core.util.ObjectUtil;
+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.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.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();
+  }
+
+  @GetMapping("input_schema/{id}")
+  public AmisResponse<?> getInputSchema(@PathVariable("id") Long id) throws JsonProcessingException {
+    var template = flowTaskTemplateService.detailOrThrow(id);
+    if (ObjectUtil.isEmpty(template.getInputSchema())) {
+      return AmisResponse.responseSuccess();
+    }
+    return AmisResponse.responseSuccess(mapper.readValue(template.getInputSchema(), Map.class));
+  }
+
+  @GetMapping("flow_graph/{id}")
+  public AmisResponse<?> getFlowGraph(@PathVariable("id") Long id) throws JsonProcessingException {
+    var template = flowTaskTemplateService.detailOrThrow(id);
+    return AmisResponse.responseSuccess(mapper.readValue(template.getFlowGraph(), Map.class));
+  }
+
+  @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() {
+    return Mappers.getMapper(SaveItem.Mapper.class);
+  }
+
+  @Override
+  protected ListItemMapper<FlowTaskTemplate, ListItem> listItemMapper() {
+    return Mappers.getMapper(ListItem.Mapper.class);
+  }
+
+  @Override
+  protected DetailItemMapper<FlowTaskTemplate, DetailItem> detailItemMapper() {
+    var 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;
+
+    @org.mapstruct.Mapper
+    public interface Mapper extends SaveItemMapper<FlowTaskTemplate, SaveItem> {
+    }
+  }
+
+  @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 {
+        if (ObjectUtil.isNull(source)) {
+          return null;
+        }
+        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 +1,32 @@
+package com.lanyuanxiaoyao.service.ai.web.engine;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowContext;
+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 {
+    execute(graph, new FlowContext());
+  }
+
+  public void execute(FlowGraph graph, FlowContext context) throws InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
+    var runner = new FlowGraphRunner(graph, context, flowStore, runnerMap);
+    runner.run();
+  }
+}

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

@@ -0,0 +1,124 @@
+package com.lanyuanxiaoyao.service.ai.web.engine;
+
+import cn.hutool.core.util.IdUtil;
+import cn.hutool.core.util.ObjectUtil;
+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 FlowContext flowContext;
+  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, FlowContext flowContext, FlowStore flowStore, ImmutableMap<String, Class<? extends FlowNodeRunner>> nodeRunnerClass) {
+    this.flowGraph = flowGraph;
+    this.flowContext = flowContext;
+    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);
+
+    for (FlowNode node : flowGraph.nodes()) {
+      if (ObjectUtil.isNull(node.parentId())) {
+        executionQueue.offer(node);
+      }
+    }
+    while (!executionQueue.isEmpty()) {
+      var node = executionQueue.poll();
+      if (ObjectUtil.isNull(node)) {
+        continue;
+      }
+      process(node, flowContext);
+    }
+  }
+
+  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);
+
+        // 处理子流程节点的逻辑
+        if (runner instanceof FlowNodeSubflowRunner subflowRunner) {
+          var subflowNodes = flowGraph.nodes().select(n -> StrUtil.equals(n.parentId(), node.id()));
+          var subGraph = new FlowGraph(IdUtil.fastUUID(), subflowNodes, flowGraph.edges());
+          subflowRunner.setSubGraph(subGraph);
+        }
+
+        runner.run();
+
+        // 处理选择节点的逻辑
+        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/FlowHelper.java

@@ -0,0 +1,58 @@
+package com.lanyuanxiaoyao.service.ai.web.engine;
+
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import cn.hutool.extra.template.TemplateEngine;
+import cn.hutool.extra.template.TemplateUtil;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowContext;
+import java.util.Map;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.factory.Maps;
+import org.eclipse.collections.api.map.ImmutableMap;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250711
+ */
+@Slf4j
+public class FlowHelper {
+  private static final TemplateEngine TEMPLATE_ENGINE = TemplateUtil.createEngine();
+
+  public static ImmutableMap<String, Object> generateInputVariablesMap(String nodeId, FlowContext context) {
+    var variableMap = Maps.mutable.<String, Object>empty();
+    var currentNodeData = context.get(nodeId);
+    if (currentNodeData.containsKey("inputs")) {
+      var inputsMap = (Map<String, Map<String, String>>) currentNodeData.get("inputs");
+      for (String variableName : inputsMap.keySet()) {
+        var expression = inputsMap.get(variableName).get("variable");
+        var targetVariable = generateVariable(expression, context);
+        if (ObjectUtil.isNotNull(targetVariable)) {
+          variableMap.put(variableName, targetVariable);
+        }
+      }
+    }
+    return variableMap.toImmutable();
+  }
+
+  public static Object generateVariable(String expression, FlowContext context) {
+    if (StrUtil.contains(expression, ".")) {
+      var splits = StrUtil.splitTrim(expression, ".", 2);
+      var targetNodeId = splits.get(0);
+      var targetVariableName = splits.get(1);
+      if (!context.getData().containsKey(targetNodeId)) {
+        throw new RuntimeException(StrUtil.format("Target node id not found: {}", targetNodeId));
+      }
+      var targetNodeData = context.getData().get(targetNodeId);
+      if (!targetNodeData.containsKey(targetVariableName)) {
+        throw new RuntimeException(StrUtil.format("Target node variable not found: {}.{}", targetNodeId, targetVariableName));
+      }
+      return targetNodeData.get(targetVariableName);
+    }
+    return null;
+  }
+
+  public static String renderTemplateText(String templateText, Map<?, ?> data) {
+    var template = TEMPLATE_ENGINE.getTemplate(templateText);
+    return template.render(data);
+  }
+}

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 +1,36 @@
+package com.lanyuanxiaoyao.service.ai.web.engine;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowContext;
+import lombok.Getter;
+import org.eclipse.collections.api.map.MutableMap;
+
+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 MutableMap<String, Object> getData() {
+    return context.get(nodeId);
+  }
+
+  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/FlowNodeSubflowRunner.java

@@ -0,0 +1,17 @@
+package com.lanyuanxiaoyao.service.ai.web.engine;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowGraph;
+import lombok.Getter;
+import lombok.Setter;
+
+/**
+ * 包含子流程的流程
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250717
+ */
+public abstract class FlowNodeSubflowRunner extends FlowNodeRunner {
+  @Getter
+  @Setter
+  private FlowGraph subGraph;
+}

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 +1,39 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.entity;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import java.time.LocalDateTime;
+
+/**
+ * 流程图中的边
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250630
+ */
+public record FlowEdge(
+    String id,
+    String source,
+    String target,
+    @JsonProperty("sourceHandle")
+    String sourcePoint,
+    @JsonProperty("targetHandle")
+    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 +1,34 @@
+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,
+    String parentId
+) {
+  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/node/CodeNode.java

@@ -0,0 +1,37 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.node;
+
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.lanyuanxiaoyao.service.ai.web.configuration.SpringBeanGetter;
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowHelper;
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowNodeRunner;
+import com.lanyuanxiaoyao.service.ai.web.engine.node.code.CodeExecutor;
+import com.lanyuanxiaoyao.service.ai.web.engine.node.code.JavaScriptCodeExecutor;
+import com.lanyuanxiaoyao.service.ai.web.engine.node.code.PythonCodeExecutor;
+import lombok.extern.slf4j.Slf4j;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250717
+ */
+@Slf4j
+public class CodeNode extends FlowNodeRunner {
+  @Override
+  public void run() {
+    var mapper = SpringBeanGetter.getBean(ObjectMapper.class);
+    var inputVariablesMap = FlowHelper.generateInputVariablesMap(getNodeId(), getContext());
+    var type = this.<String>getData("type");
+    var script = this.<String>getData("content");
+    CodeExecutor executor = switch (type) {
+      case "javascript" -> new JavaScriptCodeExecutor(mapper);
+      case "python" -> new PythonCodeExecutor(mapper);
+      default -> null;
+    };
+    if (ObjectUtil.isNull(executor)) {
+      throw new RuntimeException(StrUtil.format("Unsupported type: {}", type));
+    }
+    var result = executor.execute(script, inputVariablesMap);
+    result.forEachKeyValue(this::setData);
+  }
+}

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

@@ -0,0 +1,25 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.node;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowNodeRunner;
+import java.util.Map;
+import lombok.extern.slf4j.Slf4j;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250711
+ */
+@Slf4j
+public class InputNode extends FlowNodeRunner {
+  public static final String KEY = "flow_inputs";
+
+  @Override
+  public void run() {
+    var inputData = getContext().getData().get(KEY);
+    var inputs = this.<Map<String, Object>>getData("inputs");
+    for (String variable : inputs.keySet()) {
+      if (inputData.containsKey(variable)) {
+        setData(variable, inputData.get(variable));
+      }
+    }
+  }
+}

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

@@ -0,0 +1,31 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.node;
+
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.web.configuration.SpringBeanGetter;
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowHelper;
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowNodeRunner;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.chat.client.ChatClient;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250711
+ */
+@Slf4j
+public class LlmNode extends FlowNodeRunner {
+  @Override
+  public void run() {
+    var variableMap = FlowHelper.generateInputVariablesMap(getNodeId(), getContext());
+    var sourcePrompt = (String) getData("systemPrompt");
+    if (StrUtil.isNotBlank(sourcePrompt)) {
+      var prompt = FlowHelper.renderTemplateText(sourcePrompt, variableMap.toMap());
+      var builder = SpringBeanGetter.getBean("chat", ChatClient.Builder.class);
+      var client = builder.build();
+      var content = client.prompt()
+          .user(prompt)
+          .call()
+          .content();
+      setData("text", content);
+    }
+  }
+}

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

@@ -0,0 +1,18 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.node;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowNodeSubflowRunner;
+import lombok.extern.slf4j.Slf4j;
+
+/**
+ * 循环节点
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250717
+ */
+@Slf4j
+public class LoopNode extends FlowNodeSubflowRunner {
+  @Override
+  public void run() {
+    log.info("{}", getSubGraph());
+  }
+}

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

@@ -0,0 +1,20 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.node;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowHelper;
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowNodeRunner;
+import lombok.extern.slf4j.Slf4j;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250711
+ */
+@Slf4j
+public class OutputNode extends FlowNodeRunner {
+  private static final String KEY = "flow_outputs";
+
+  @Override
+  public void run() {
+    var variableMap = FlowHelper.generateInputVariablesMap(getNodeId(), getContext());
+    getContext().getData().put(KEY, variableMap.toMap());
+  }
+}

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

@@ -0,0 +1,87 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.node;
+
+import cn.hutool.core.bean.BeanUtil;
+import cn.hutool.core.collection.CollectionUtil;
+import cn.hutool.core.util.NumberUtil;
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowHelper;
+import com.lanyuanxiaoyao.service.ai.web.engine.FlowNodeOptionalRunner;
+import java.math.BigDecimal;
+import java.util.Collection;
+import java.util.List;
+import java.util.Map;
+import lombok.extern.slf4j.Slf4j;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250717
+ */
+@SuppressWarnings("unchecked")
+@Slf4j
+public class SwitchNode extends FlowNodeOptionalRunner {
+  @Override
+  public String runOptional() {
+    var conditions = this.<List<Map<String, Object>>>getData("conditions");
+    for (Map<String, Object> item : conditions) {
+      var condition = (Map<String, Object>) item.getOrDefault("condition", Map.of());
+      var id = (String) condition.getOrDefault("id", "");
+      var conjunction = (String) condition.getOrDefault("conjunction", "and");
+      var conditionChildren = ((List<Map<String, Object>>) condition.getOrDefault("children", List.<Map<String, Object>>of()));
+      if (
+          StrUtil.equals(conjunction, "and")
+          && conditionChildren.stream().allMatch(this::check)
+      ) {
+        return id;
+      } else if (
+          StrUtil.equals(conjunction, "or")
+          && conditionChildren.stream().anyMatch(this::check)
+      ) {
+        return id;
+      }
+    }
+    return "";
+  }
+
+  private Boolean check(Map<String, Object> condition) {
+    var leftVariable = (String) BeanUtil.getProperty(condition, "left.field");
+    var left = FlowHelper.generateVariable(leftVariable, getContext());
+    var operator = (String) condition.get("op");
+    var right = condition.get("right");
+    if (left instanceof CharSequence || left instanceof Boolean) {
+      String source = StrUtil.toStringOrNull(left);
+      String target = StrUtil.toStringOrNull(right);
+      return switch (operator) {
+        case "equal" -> StrUtil.equals(source, target);
+        case "not_equal" -> !StrUtil.equals(source, target);
+        case "is_empty" -> StrUtil.isBlank(source);
+        case "is_not_empty" -> StrUtil.isNotBlank(source);
+        case "like" -> StrUtil.contains(source, target);
+        case "not_like" -> !StrUtil.contains(source, target);
+        case "starts_with" -> StrUtil.startWith(source, target);
+        case "ends_with" -> StrUtil.endWith(source, target);
+        default -> false;
+      };
+    } else if (left instanceof Number source) {
+      var sourceNumber = new BigDecimal(StrUtil.toString(source));
+      var targetNumber = new BigDecimal(StrUtil.toString(right));
+      return switch (operator) {
+        case "equal" -> NumberUtil.equals(sourceNumber, targetNumber);
+        case "not_equal" -> !NumberUtil.equals(sourceNumber, targetNumber);
+        case "greater" -> NumberUtil.isGreater(sourceNumber, targetNumber);
+        case "greater_equal" -> NumberUtil.isGreaterOrEqual(sourceNumber, targetNumber);
+        case "less" -> NumberUtil.isLess(sourceNumber, targetNumber);
+        case "less_equal" -> NumberUtil.isLessOrEqual(sourceNumber, targetNumber);
+        default -> false;
+      };
+    } else if (left instanceof Collection<?> source) {
+      return switch (operator) {
+        case "is_empty" -> CollectionUtil.isEmpty(source);
+        case "is_not_empty" -> CollectionUtil.isNotEmpty(source);
+        case "contain" -> CollectionUtil.safeContains(source, right);
+        case "not_contain" -> !CollectionUtil.safeContains(source, right);
+        default -> false;
+      };
+    }
+    return false;
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/node/code/CodeExecutor.java

@@ -0,0 +1,11 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.node.code;
+
+import org.eclipse.collections.api.map.ImmutableMap;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250717
+ */
+public interface CodeExecutor {
+  ImmutableMap<String, Object> execute(String script, ImmutableMap<String, Object> inputVariablesMap);
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/node/code/JavaScriptCodeExecutor.java

@@ -0,0 +1,57 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.node.code;
+
+import cn.hutool.core.util.StrUtil;
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.factory.Maps;
+import org.eclipse.collections.api.map.ImmutableMap;
+import org.graalvm.polyglot.Context;
+import org.graalvm.polyglot.Engine;
+import org.graalvm.polyglot.Source;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250717
+ */
+@Slf4j
+public class JavaScriptCodeExecutor implements CodeExecutor {
+  private final ObjectMapper mapper;
+
+  public JavaScriptCodeExecutor(ObjectMapper mapper) {
+    this.mapper = mapper;
+  }
+
+  @SneakyThrows
+  @Override
+  public ImmutableMap<String, Object> execute(String script, ImmutableMap<String, Object> inputVariablesMap) {
+    if (StrUtil.isBlank(script)) {
+      return Maps.immutable.empty();
+    }
+    try (var engin = Engine.create()) {
+      try (
+          var context = Context.newBuilder()
+              .allowAllAccess(true)
+              .engine(engin)
+              .build()
+      ) {
+        var bindings = context.getBindings("js");
+        bindings.putMember("context", inputVariablesMap);
+        var result = context.eval(
+            Source.create(
+                "js",
+                """
+                    function process() {
+                      %s
+                    }
+                    var result = process();
+                    JSON.stringify(result? result: {})
+                    """.formatted(script)
+            )
+        );
+        return mapper.readValue(result.asString(), new TypeReference<>() {});
+      }
+    }
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/engine/node/code/PythonCodeExecutor.java

@@ -0,0 +1,50 @@
+package com.lanyuanxiaoyao.service.ai.web.engine.node.code;
+
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import java.util.Arrays;
+import java.util.stream.Collectors;
+import lombok.SneakyThrows;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.map.ImmutableMap;
+import org.python.core.PySystemState;
+import org.python.util.PythonInterpreter;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250718
+ */
+@Slf4j
+public class PythonCodeExecutor implements CodeExecutor {
+  private final ObjectMapper mapper;
+
+  public PythonCodeExecutor(ObjectMapper mapper) {
+    this.mapper = mapper;
+  }
+
+  @SneakyThrows
+  @Override
+  public ImmutableMap<String, Object> execute(String script, ImmutableMap<String, Object> inputVariablesMap) {
+    try (var systemState = new PySystemState()) {
+      systemState.setdefaultencoding("UTF-8");
+      var interpreter = new PythonInterpreter(null, systemState);
+      script = Arrays.stream(script.split("\n"))
+          .map(line -> "  " + line)
+          .collect(Collectors.joining("\n"));
+      interpreter.set("context", inputVariablesMap);
+      var pythonScript = interpreter.compile(
+          """
+              import json
+              
+              def process():
+              %s
+              
+              result = json.dumps(process())
+              """.formatted(script)
+      );
+      interpreter.exec(pythonScript);
+      var result = interpreter.get("result");
+      return mapper.readValue((String) result.__tojava__(String.class), new TypeReference<>() {});
+    }
+  }
+}

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

@@ -0,0 +1,62 @@
+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.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;
+
+@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;
+  @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;
+  @Comment("报障处理状态")
+  @Column(nullable = false)
+  @Enumerated(EnumType.STRING)
+  private Status status = Status.ANALYSIS_PROCESSING;
+
+  public enum Status {
+    ANALYSIS_PROCESSING,
+    ANALYSIS_SUCCESS,
+    FINISHED,
+  }
+}

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

@@ -0,0 +1,63 @@
+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.EnumType;
+import jakarta.persistence.Enumerated;
+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 {
+  // 每个任务对应的模板都是唯一，避免模板修改之后任务的状态、运行等状态都无法展示
+  // 不管允许不允许任务重跑，这些都要保存下来
+  @Comment("任务对应的模板名称")
+  @Column(nullable = false)
+  private String templateName;
+  @Comment("任务对应的模板功能、内容说明")
+  private String templateDescription;
+  @Comment("任务对应的模板入参Schema")
+  @Column(columnDefinition = "longtext")
+  private String templateInputSchema;
+  @Comment("任务对应的模板前端流程图数据")
+  @Column(nullable = false, columnDefinition = "longtext")
+  private String templateFlowGraph = "{}";
+
+  @Comment("任务注释，用于额外说明")
+  @Column(columnDefinition = "text")
+  private String comment;
+  @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(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

@@ -0,0 +1,53 @@
+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.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
+ */
+@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;
+  @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

@@ -0,0 +1,58 @@
+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.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
+ */
+@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;
+  @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/context/EmbeddingContext.java

@@ -0,0 +1,39 @@
+package com.lanyuanxiaoyao.service.ai.web.entity.context;
+
+import java.util.List;
+import java.util.Map;
+import lombok.Builder;
+import lombok.Data;
+import org.eclipse.collections.api.factory.Lists;
+import org.eclipse.collections.api.factory.Maps;
+import org.springframework.ai.document.Document;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250523
+ */
+@Data
+@Builder
+public class EmbeddingContext {
+  private Long vectorSourceId;
+  private Long groupId;
+  private Config config;
+  private String content;
+  private String file;
+  private String fileFormat;
+  @Builder.Default
+  private List<Document> documents = Lists.mutable.empty();
+  @Builder.Default
+  private Map<String, Object> metadata = Maps.mutable.empty();
+
+  @Data
+  @Builder
+  public static final class Config {
+    @Builder.Default
+    private SplitStrategy splitStrategy = SplitStrategy.NORMAL;
+
+    public enum SplitStrategy {
+      NORMAL, LLM, QA
+    }
+  }
+}

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

@@ -0,0 +1,17 @@
+package com.lanyuanxiaoyao.service.ai.web.entity.context;
+
+import com.lanyuanxiaoyao.service.ai.web.entity.Feedback;
+import java.util.List;
+import lombok.Data;
+import org.eclipse.collections.api.factory.Lists;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250616
+ */
+@Data
+public class FeedbackContext {
+  private Feedback feedback;
+  private String optimizedSource;
+  private List<String> pictureDescriptions = Lists.mutable.empty();
+}

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

@@ -0,0 +1,14 @@
+package com.lanyuanxiaoyao.service.ai.web.entity.vo;
+
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowEdge;
+import com.lanyuanxiaoyao.service.ai.web.engine.entity.FlowNode;
+import lombok.Data;
+import org.eclipse.collections.api.map.MutableMap;
+import org.eclipse.collections.api.set.ImmutableSet;
+
+@Data
+public class FlowGraphVo {
+  private ImmutableSet<FlowNode> nodes;
+  private ImmutableSet<FlowEdge> edges;
+  private MutableMap<String, MutableMap<String, Object>> data;
+}

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

@@ -0,0 +1,14 @@
+package com.lanyuanxiaoyao.service.ai.web.entity.vo;
+
+import lombok.Data;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250516
+ */
+@Data
+public class MessageVO {
+  private String role;
+  private String content;
+  private String reason;
+}