fix(web): 提交遗漏文件

以后有需要再拆分

.gitignore

@@ -109,3 +109,4 @@ Icon
 Network Trash Folder
 Temporary Items
 .apdisk
+**/temp/

bin/build-cli.js

@@ -1,6 +1,6 @@
 import {cd, path} from 'zx'
 import {trim} from "licia";
-import {run_deploy_batch, run_deploy_root, run_package, run_upload_normal} from "./library.js";
+import {run_deploy_batch, run_deploy_root, run_package, run_upload} from "./library.js";
 
 // 切换目录
 cd(trim(path.dirname(import.meta.dirname)))
@@ -9,7 +9,7 @@ try {
     await run_deploy_root()
     await run_deploy_batch(['service-cli', 'service-cli/service-cli-core'])
     await run_package('service-cli/service-cli-runner')
-    await run_upload_normal('service-cli-runner', 'service-cli')
+    await run_upload('**/service-cli-runner-1.0.0-SNAPSHOT.jar')
 } catch (e) {
     console.error(e)
 }

bin/build-executor-manager.js

@@ -1,6 +1,6 @@
 import {cd, path} from 'zx'
 import {trim} from "licia";
-import {run_deploy_batch, run_deploy_root, run_package, run_upload_normal} from "./library.js";
+import {run_deploy_batch, run_deploy_root, run_package, run_upload} from "./library.js";
 
 // 切换目录
 cd(trim(path.dirname(import.meta.dirname)))
@@ -9,7 +9,7 @@ try {
     await run_deploy_root()
     await run_deploy_batch(['service-common', 'service-dependencies', 'service-configuration', 'service-forest', 'service-executor', 'service-executor/service-executor-core'])
     await run_package('service-executor/service-executor-manager')
-    await run_upload_normal('service-executor-manager', 'service-executor')
+    await run_upload('**/service-executor-manager-1.0.0-SNAPSHOT.jar')
 } catch (e) {
     console.error(e)
 }

bin/build-executor-task.js

@@ -1,6 +1,6 @@
 import {cd, path} from 'zx'
 import {trim} from "licia";
-import {run_deploy_batch, run_deploy_root, run_package, run_upload_normal} from "./library.js";
+import {run_deploy_batch, run_deploy_root, run_package, run_upload} from "./library.js";
 
 // 切换目录
 cd(trim(path.dirname(import.meta.dirname)))
@@ -9,7 +9,7 @@ try {
     await run_deploy_root()
     await run_deploy_batch(['service-common', 'service-dependencies', 'service-configuration', 'service-forest', 'service-executor', 'service-executor/service-executor-core'])
     await run_package('service-executor/service-executor-task')
-    await run_upload_normal('service-executor-task', 'service-executor')
+    await run_upload('**/service-executor-task-1.0.0-SNAPSHOT.jar')
 } catch (e) {
     console.error(e)
 }

bin/build-forest.js

@@ -0,0 +1,13 @@
+import {cd, path} from 'zx'
+import {trim} from "licia";
+import {run_deploy_batch, run_deploy_root} from "./library.js";
+
+// 切换目录
+cd(trim(path.dirname(import.meta.dirname)))
+// 执行流程
+try {
+    await run_deploy_root()
+    await run_deploy_batch(['service-common', 'service-dependencies', 'service-configuration', 'service-forest'])
+} catch (e) {
+    console.error(e)
+}

bin/build-patch.js

@@ -1,6 +1,6 @@
 import {cd, path} from 'zx'
 import {trim} from "licia";
-import {run_deploy_batch, run_deploy_root, run_package, run_upload_normal} from "./library.js";
+import {run_deploy_batch, run_deploy_root, run_package, run_upload} from "./library.js";
 
 // 切换目录
 cd(trim(path.dirname(import.meta.dirname)))
@@ -9,7 +9,7 @@ try {
     await run_deploy_root()
     await run_deploy_batch(['service-common'])
     await run_package('utils/patch')
-    await run_upload_normal('**/patch-1.0.0-SNAPSHOT.jar')
+    await run_upload('**/patch-1.0.0-SNAPSHOT.jar')
 } catch (e) {
     console.error(e)
 }

bin/build-uploader.js

@@ -1,6 +1,6 @@
 import {cd, path} from 'zx'
 import {trim} from "licia";
-import {run_deploy_batch, run_deploy_root, run_package, run_upload, run_upload_normal} from "./library.js";
+import {run_deploy_batch, run_deploy_root, run_package, run_upload_normal} from "./library.js";
 
 // 切换目录
 cd(trim(path.dirname(import.meta.dirname)))

bin/build-web.js

@@ -1,6 +1,6 @@
 import {cd, path} from 'zx'
 import {trim} from "licia";
-import {run_deploy_batch, run_deploy_root, run_package, run_upload, run_upload_normal} from "./library.js";
+import {run_deploy_batch, run_deploy_root, run_package, run_upload_normal} from "./library.js";
 
 // 切换目录
 cd(trim(path.dirname(import.meta.dirname)))

bin/build-yarn-query.js

@@ -1,6 +1,6 @@
 import {cd, path} from 'zx'
 import {trim} from "licia";
-import {run_deploy_batch, run_deploy_root, run_package, run_upload, run_upload_normal} from "./library.js";
+import {run_deploy_batch, run_deploy_root, run_package, run_upload_normal} from "./library.js";
 
 // 切换目录
 cd(trim(path.dirname(import.meta.dirname)))

bin/build-zookeeper-query.js

@@ -1,6 +1,6 @@
 import {cd, path} from 'zx'
 import {trim} from "licia";
-import {run_deploy_batch, run_deploy_root, run_package, run_upload, run_upload_normal} from "./library.js";
+import {run_deploy_batch, run_deploy_root, run_package, run_upload_normal} from "./library.js";
 
 // 切换目录
 cd(trim(path.dirname(import.meta.dirname)))

bin/generate

@@ -4,7 +4,7 @@ jars_path=/data/datalake/jars
 jdk_path=/opt/jdk1.8.0_162/bin/java
 
 arguments=$@
-# 手动上传jar包则注释掉这行，更显神通吧反正是
+# 手动上传jar包则注释掉这行，各显神通吧反正是
 curl http://AxhEbscwsJDbYMH2:cYxg3b4PtWoVD5SjFayWxtnSVsjzRsg4@132.126.207.124:36800/file/download/service-cli-runner-1.0.0-SNAPSHOT.jar -o ${jars_path}/service-cli-runner.jar
 ${jdk_path} -jar ${jars_path}/service-cli-runner.jar \
   --spring.profiles.active=b12 \

bin/library.js

@@ -1,17 +1,24 @@
 import {$, fetch, fs, glob, os, path, spinner, syncProcessCwd, usePowerShell} from 'zx'
-import {isEqual, trim} from "licia";
+import {isEqual, trim, fileSize} from "licia";
+import md5file from 'md5-file'
 
 syncProcessCwd(true)
 if (isEqual(os.platform(), 'win32')) {
     usePowerShell()
 }
 
-const maven_setting = '/Users/lanyuanxiaoyao/.m2/settings-nas.xml'
+const maven_setting = path.join(os.homedir(), '.m2', 'settings-nas.xml')
 
 const upload_url = 'http://132.126.207.124:36800'
 const upload_username = 'AxhEbscwsJDbYMH2'
 const upload_password = 'cYxg3b4PtWoVD5SjFayWxtnSVsjzRsg4'
 
+/**
+ * 时间戳转自然语言
+ *
+ * @param timestamp 时间戳
+ * @returns {string} 自然语言描述的时间
+ */
 const millisecondToString = (timestamp) => {
     const totalSeconds = Math.floor(parseFloat(timestamp) / 1000)
     if (isNaN(totalSeconds) || totalSeconds < 0) {
@@ -39,7 +46,7 @@ export const run_deploy = async (project) => {
         `Deploying project ${project}`,
         () => $`mvn -pl ${project} clean deploy -D skipTests -s ${maven_setting}`
     )
-    console.log(`✅  Finish deploy ${project} (${millisecondToString(output['duration'])})`)
+    console.log(`✅  Finished deploy ${project} (${millisecondToString(output['duration'])})`)
 }
 
 export const run_deploy_root = async () => {
@@ -47,7 +54,7 @@ export const run_deploy_root = async () => {
         `Deploying root`,
         () => $`mvn clean deploy -N -D skipTests -s ${maven_setting}`
     )
-    console.log(`✅  Finish deploy root (${millisecondToString(output['duration'])})`)
+    console.log(`✅  Finished deploy root (${millisecondToString(output['duration'])})`)
 }
 
 export const run_deploy_batch = async (projects) => {
@@ -61,7 +68,7 @@ export const run_package = async (project, profile = 'b2b12') => {
         `Packaging project ${project}${isEqual(profile, 'b2b12') ? '' : ` ${profile}`}`,
         () => $`mvn -pl ${project} clean package -D skipTests -P ${profile} -s ${maven_setting}`
     )
-    console.log(`✅  Finish package ${project}${isEqual(profile, 'b2b12') ? '' : ` ${profile}`} (${millisecondToString(output['duration'])})`)
+    console.log(`✅  Finished package ${project}${isEqual(profile, 'b2b12') ? '' : ` ${profile}`} (${millisecondToString(output['duration'])})`)
 }
 
 export const run_package_batch = async (projects) => {
@@ -70,10 +77,12 @@ export const run_package_batch = async (projects) => {
     }
 }
 
-const upload = async (file_path) => {
+export const upload = async (file_path) => {
+    let start = new Date().getTime()
+    let basename = path.basename(file_path)
     let response = await spinner(
         `Uploading project ${file_path}`,
-        () => fetch(`${upload_url}/file/upload/${path.basename(file_path)}`, {
+        () => fetch(`${upload_url}/file/upload/${basename}`, {
             method: 'POST',
             headers: {
                 'Content-Type': 'application/octet-stream',
@@ -87,7 +96,10 @@ const upload = async (file_path) => {
     if (!isEqual(response.status, 200)) {
         throw response
     }
-    console.log(`✅  Finish upload ${file_path}`)
+    console.log(`✅  Finished upload ${file_path} (${millisecondToString((new Date().getTime()) - start)})`)
+    console.log(`📘  Uploaded ${fileSize(fs.statSync(file_path).size)}`)
+    console.log(`📘  MD5 ${md5file.sync(file_path)}`)
+    console.log(`📘  Download curl http://AxhEbscwsJDbYMH2:cYxg3b4PtWoVD5SjFayWxtnSVsjzRsg4@132.126.207.124:36800/file/download/${basename} -o ${basename}`)
     fs.rmSync(file_path)
 }
 

bin/library.sh

@@ -1,42 +0,0 @@
-#!/bin/bash
-
-maven_setting=/Users/lanyuanxiaoyao/.m2/settings-nas.xml
-
-build_profile=b2b12
-
-upload_username=AxhEbscwsJDbYMH2
-upload_password=cYxg3b4PtWoVD5SjFayWxtnSVsjzRsg4
-upload_url=http://$upload_username:$upload_password@132.126.207.124:36800
-
-root_path=$(dirname $(cd $(dirname $0);pwd))
-
-function upload() {
-  source_file_path=$(realpath $1)
-  file_name=$(basename $source_file_path)
-  echo "↪ Source md5: $(md5sum $source_file_path | awk '{print $1}')"
-  echo "↪ Uploading $source_file_path"
-  curl $upload_url/file/upload/$file_name -T $source_file_path
-  echo "↪ Upload ytp success"
-  echo "↪ Download: curl $upload_url/file/download/$file_name -o $file_name"
-  echo "↪ Delete source"
-  rm $source_file_path
-}
-
-function joining {
-  local d=${1-} f=${2-}
-  if shift 2; then
-    printf %s "$f" "${@/#/$d}"
-  fi
-}
-
-function deploy_root() {
-    mvn deploy -N -D skipTests -s $maven_setting
-}
-
-function deploy() {
-  mvn -pl $(joining , $@) clean deploy -D skipTests -s $maven_setting
-}
-
-function package() {
-  mvn -pl $(joining , $@) clean package -D skipTests -P $build_profile -s $maven_setting
-}

bin/package.json

@@ -9,6 +9,7 @@
     "fs-extra": "^11.3.0",
     "globby": "^14.1.0",
     "licia": "^1.48.0",
+    "md5-file": "^5.0.0",
     "minimist": "^1.2.8",
     "node-fetch-native": "^1.6.6",
     "which": "^5.0.0",

bin/pnpm-lock.yaml

@@ -26,6 +26,9 @@ importers:
       licia:
         specifier: ^1.48.0
         version: 1.48.0
+      md5-file:
+        specifier: ^5.0.0
+        version: 5.0.0
       minimist:
         specifier: ^1.2.8
         version: 1.2.8
@@ -129,6 +132,11 @@ packages:
   licia@1.48.0:
     resolution: {integrity: sha512-bBWiT5CSdEtwuAHiYTJ74yItCjIFdHi4xiFk6BRDfKa+sdCpkUHp69YKb5udNOJlHDzFjNjcMgNZ/+wQIHrB8A==}
 
+  md5-file@5.0.0:
+    resolution: {integrity: sha512-xbEFXCYVWrSx/gEKS1VPlg84h/4L20znVIulKw6kMfmBUAZNAnF00eczz9ICMl+/hjQGo5KSXRxbL/47X3rmMw==}
+    engines: {node: '>=10.13.0'}
+    hasBin: true
+
   merge2@1.4.1:
     resolution: {integrity: sha512-8q7VEgMJW4J8tcfVPy8g09NcQwZdbwFEqhe/WZkoIzjn/3TGDwtOCYtXGxA3O8tPzpczCCDgv+P2P5y00ZJOOg==}
     engines: {node: '>= 8'}
@@ -283,6 +291,8 @@ snapshots:
 
   licia@1.48.0: {}
 
+  md5-file@5.0.0: {}
+
   merge2@1.4.1: {}
 
   micromatch@4.0.8:

pom.xml

@@ -417,6 +417,16 @@
                     <artifactId>maven-shade-plugin</artifactId>
                     <version>3.3.0</version>
                 </plugin>
+                <plugin>
+                    <groupId>org.apache.maven.plugins</groupId>
+                    <artifactId>maven-jar-plugin</artifactId>
+                    <version>3.4.2</version>
+                </plugin>
+                <plugin>
+                    <groupId>org.apache.maven.plugins</groupId>
+                    <artifactId>maven-invoker-plugin</artifactId>
+                    <version>3.9.0</version>
+                </plugin>
                 <plugin>
                     <groupId>org.springframework.boot</groupId>
                     <artifactId>spring-boot-maven-plugin</artifactId>

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} 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('service-ai-chat')
 } 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/bin/package.json

@@ -9,6 +9,7 @@
     "fs-extra": "^11.3.0",
     "globby": "^14.1.0",
     "licia": "^1.48.0",
+    "md5-file": "^5.0.0",
     "minimist": "^1.2.8",
     "node-fetch-native": "^1.6.6",
     "which": "^5.0.0",

service-ai/bin/pnpm-lock.yaml

@@ -26,6 +26,9 @@ importers:
       licia:
         specifier: ^1.48.0
         version: 1.48.0
+      md5-file:
+        specifier: ^5.0.0
+        version: 5.0.0
       minimist:
         specifier: ^1.2.8
         version: 1.2.8
@@ -129,6 +132,11 @@ packages:
   licia@1.48.0:
     resolution: {integrity: sha512-bBWiT5CSdEtwuAHiYTJ74yItCjIFdHi4xiFk6BRDfKa+sdCpkUHp69YKb5udNOJlHDzFjNjcMgNZ/+wQIHrB8A==}
 
+  md5-file@5.0.0:
+    resolution: {integrity: sha512-xbEFXCYVWrSx/gEKS1VPlg84h/4L20znVIulKw6kMfmBUAZNAnF00eczz9ICMl+/hjQGo5KSXRxbL/47X3rmMw==}
+    engines: {node: '>=10.13.0'}
+    hasBin: true
+
   merge2@1.4.1:
     resolution: {integrity: sha512-8q7VEgMJW4J8tcfVPy8g09NcQwZdbwFEqhe/WZkoIzjn/3TGDwtOCYtXGxA3O8tPzpczCCDgv+P2P5y00ZJOOg==}
     engines: {node: '>= 8'}
@@ -283,6 +291,8 @@ snapshots:
 
   licia@1.48.0: {}
 
+  md5-file@5.0.0: {}
+
   merge2@1.4.1: {}
 
   micromatch@4.0.8:

service-ai/database/service_ai_feedback.sql

@@ -0,0 +1,18 @@
+CREATE TABLE `service_ai_feedback`
+(
+    `id`            bigint   NOT NULL,
+    `created_time`  datetime(6) DEFAULT NULL,
+    `modified_time` datetime(6) DEFAULT NULL,
+    `analysis`      longtext,
+    `conclusion`    longtext,
+    `source`        longtext NOT NULL,
+    `status`        tinyint  NOT NULL,
+    PRIMARY KEY (`id`)
+) DEFAULT CHARSET = utf8mb4;
+
+CREATE TABLE `service_ai_feedback_pictures`
+(
+    `feedback_id` bigint NOT NULL,
+    `pictures_id` bigint NOT NULL,
+    PRIMARY KEY (`feedback_id`, `pictures_id`)
+) DEFAULT CHARSET = utf8mb4;

service-ai/database/service_ai_file.sql

@@ -0,0 +1,12 @@
+CREATE TABLE `service_ai_file`
+(
+    `id`            bigint NOT NULL,
+    `created_time`  datetime(6)  DEFAULT NULL,
+    `modified_time` datetime(6)  DEFAULT NULL,
+    `filename`      varchar(255) DEFAULT NULL,
+    `md5`           varchar(255) DEFAULT NULL,
+    `path`          varchar(255) DEFAULT NULL,
+    `size`          bigint       DEFAULT NULL,
+    `type`          varchar(255) DEFAULT NULL,
+    PRIMARY KEY (`id`)
+) DEFAULT CHARSET = utf8mb4;

service-ai/database/service_ai_group.sql

@@ -0,0 +1,10 @@
+CREATE TABLE `service_ai_group`
+(
+    `id`            bigint       NOT NULL,
+    `created_time`  datetime(6) DEFAULT NULL,
+    `modified_time` datetime(6) DEFAULT NULL,
+    `name`          varchar(255) NOT NULL,
+    `status`        tinyint      NOT NULL,
+    `knowledge_id`  bigint       NOT NULL,
+    PRIMARY KEY (`id`)
+) DEFAULT CHARSET=utf8mb4;

service-ai/database/service_ai_knowledge.sql

@@ -0,0 +1,11 @@
+CREATE TABLE `service_ai_knowledge`
+(
+    `id`               bigint       NOT NULL,
+    `created_time`     datetime(6) DEFAULT NULL,
+    `modified_time`    datetime(6) DEFAULT NULL,
+    `description`      longtext     NOT NULL,
+    `name`             varchar(255) NOT NULL,
+    `strategy`         tinyint      NOT NULL,
+    `vector_source_id` bigint       NOT NULL,
+    PRIMARY KEY (`id`)
+) DEFAULT CHARSET = utf8mb4;

service-ai/pom.xml

@@ -11,8 +11,8 @@
     <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>
 
     <properties>
@@ -24,12 +24,26 @@
 
         <spring-boot.version>3.4.3</spring-boot.version>
         <spring-cloud.version>2024.0.1</spring-cloud.version>
-        <spring-ai.version>1.0.0-RC1</spring-ai.version>
+        <spring-ai.version>1.0.0</spring-ai.version>
+        <solon-ai.version>3.3.1</solon-ai.version>
         <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>
     </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 -->
@@ -96,6 +110,11 @@
                 <artifactId>jasypt-spring-boot-starter</artifactId>
                 <version>3.0.5</version>
             </dependency>
+            <dependency>
+                <groupId>com.blinkfox</groupId>
+                <artifactId>fenix-spring-boot-starter</artifactId>
+                <version>3.0.0</version>
+            </dependency>
 
             <!-- 日志相关 -->
             <dependency>
@@ -136,12 +155,32 @@
                 <artifactId>liteflow-spring-boot-starter</artifactId>
                 <version>2.13.2</version>
             </dependency>
+            <dependency>
+                <groupId>org.noear</groupId>
+                <artifactId>solon-ai</artifactId>
+                <version>${solon-ai.version}</version>
+            </dependency>
+            <dependency>
+                <groupId>org.noear</groupId>
+                <artifactId>solon-ai-dialect-openai</artifactId>
+                <version>${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>
@@ -150,7 +189,7 @@
                 <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/src/main/java/com/lanyuanxiaoyao/service/ai/chat/AiChatApplication.java

@@ -1,23 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat;
-
-import com.ulisesbocchio.jasyptspringboot.annotation.EnableEncryptableProperties;
-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.retry.annotation.EnableRetry;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250514
- */
-@SpringBootApplication(scanBasePackages = "com.lanyuanxiaoyao.service")
-@EnableDiscoveryClient
-@EnableConfigurationProperties
-@EnableEncryptableProperties
-@EnableRetry
-public class AiChatApplication {
-  public static void main(String[] args) {
-    SpringApplication.run(AiChatApplication.class, args);
-  }
-}

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

@@ -1,87 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat.controller;
-
-import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.chat.entity.MessageVO;
-import com.lanyuanxiaoyao.service.ai.chat.tools.DatetimeTools;
-import java.io.IOException;
-import org.eclipse.collections.api.list.ImmutableList;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.springframework.ai.chat.client.ChatClient;
-import org.springframework.ai.chat.messages.AssistantMessage;
-import org.springframework.ai.chat.messages.Message;
-import org.springframework.ai.chat.messages.UserMessage;
-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.ResponseBody;
-import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
-
-/**
- * 聊天
- *
- * @author lanyuanxiaoyao
- * @version 20250514
- */
-@Controller
-@RequestMapping("chat")
-public class ChatController {
-  private static final Logger logger = LoggerFactory.getLogger(ChatController.class);
-
-  private final ChatClient chatClient;
-
-  public ChatController(ChatClient.Builder builder) {
-    this.chatClient = builder.build();
-  }
-
-  private ChatClient.ChatClientRequestSpec buildRequest(ImmutableList<MessageVO> messages) {
-    return chatClient.prompt()
-        .system("""
-            你是一名专业的AI运维助手，负责“Hudi数据同步服务平台”的运维工作；
-            你将会友好地帮助用户解答关于该平台运维工作的问题，你会尽可能通过各种方式获取知识和数据来解答；
-            对于无法通过已有知识回答的问题，你会提示用户你无法解答该问题，而不是虚构不存在的数据或答案；
-            对于与该平台无关的问题，你会委婉地拒绝用户，并提示无法回答；
-            你将始终在中文语境下进行对话。
-            """)
-        .tools(new DatetimeTools())
-        .messages(
-            messages
-                .collect(message -> StrUtil.equals(message.getRole(), "assistant")
-                    ? new AssistantMessage(message.getContent())
-                    : new UserMessage(message.getContent()))
-                .collect(message -> (Message) message)
-                .toList()
-        );
-  }
-
-  @PostMapping("sync")
-  @ResponseBody
-  public String chatSync(@RequestBody ImmutableList<MessageVO> messages) {
-    String content = buildRequest(messages)
-        .call()
-        .content();
-    return StrUtil.trimToEmpty(content);
-  }
-
-  @PostMapping("async")
-  public SseEmitter chatAsync(@RequestBody ImmutableList<MessageVO> messages) {
-    SseEmitter emitter = new SseEmitter();
-    buildRequest(messages)
-        .stream()
-        .content()
-        .subscribe(
-            content -> {
-              try {
-                emitter.send(content);
-              } catch (IOException e) {
-                emitter.completeWithError(e);
-                throw new RuntimeException(e);
-              }
-            },
-            emitter::completeWithError,
-            emitter::complete
-        );
-    return emitter;
-  }
-}

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

@@ -1,34 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat.entity;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250516
- */
-public class MessageVO {
-  private String role;
-  private String content;
-
-  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;
-  }
-
-  @Override
-  public String toString() {
-    return "MessageVO{" +
-           "role='" + role + '\'' +
-           ", content='" + content + '\'' +
-           '}';
-  }
-}

service-ai/service-ai-chat/src/main/java/com/lanyuanxiaoyao/service/ai/chat/tools/DatetimeTools.java

@@ -1,18 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat.tools;
-
-import java.time.LocalDateTime;
-import java.time.format.DateTimeFormatter;
-import org.springframework.ai.tool.annotation.Tool;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250516
- */
-public class DatetimeTools {
-  private final static DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
-
-  @Tool(description = "获取当前日期和时间")
-  public String getCurrentDateTime() {
-    return LocalDateTime.now().format(formatter);
-  }
-}

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:
-    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'
-  mvc:
-    async:
-      request-timeout: 300000

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

@@ -1,37 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat;
-
-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 reactor.core.Disposable;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250514
- */
-public class TestChat {
-  public static void main(String[] args) {
-    ChatClient client = ChatClient.builder(
-            OpenAiChatModel.builder()
-                .openAiApi(
-                    OpenAiApi.builder()
-                        .baseUrl("http://132.121.206.65:10086")
-                        .apiKey("*XMySqV%>hR&v>>g*NwCs3tpQ5FVMFEF2VHVTj<MYQd$&@$sY7CgqNyea4giJi4")
-                        .build()
-                )
-                .defaultOptions(
-                    OpenAiChatOptions.builder()
-                        .model("Qwen3-1.7")
-                        .build()
-                )
-                .build()
-        )
-        .build();
-    String content = client.prompt()
-        .user("你好")
-        .call()
-        .content();
-    System.out.println(content);
-  }
-}

service-ai/service-ai-cli/pom.xml

@@ -9,16 +9,20 @@
         <version>1.0.0-SNAPSHOT</version>
     </parent>
 
-    <artifactId>service-ai-chat</artifactId>
+    <artifactId>service-ai-cli</artifactId>
 
     <dependencies>
         <dependency>
-            <groupId>com.lanyuanxiaoyao</groupId>
-            <artifactId>service-ai-core</artifactId>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter</artifactId>
         </dependency>
         <dependency>
-            <groupId>org.springframework.ai</groupId>
-            <artifactId>spring-ai-starter-model-openai</artifactId>
+            <groupId>cn.hutool</groupId>
+            <artifactId>hutool-all</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>org.freemarker</groupId>
+            <artifactId>freemarker</artifactId>
         </dependency>
     </dependencies>
 
@@ -38,4 +42,5 @@
             </plugin>
         </plugins>
     </build>
+
 </project>

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

@@ -0,0 +1,22 @@
+package com.lanyuanxiaoyao.service.ai.cli;
+
+import org.springframework.boot.ApplicationArguments;
+import org.springframework.boot.ApplicationRunner;
+import org.springframework.boot.SpringApplication;
+import org.springframework.boot.autoconfigure.SpringBootApplication;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250612
+ */
+@SpringBootApplication
+public class Generator implements ApplicationRunner {
+  public static void main(String[] args) {
+    SpringApplication.run(Generator.class, args);
+  }
+
+  @Override
+  public void run(ApplicationArguments args) throws Exception {
+    new LlamaSwapTool().generate();
+  }
+}

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

@@ -0,0 +1,26 @@
+package com.lanyuanxiaoyao.service.ai.cli;
+
+import cn.hutool.core.io.FileUtil;
+import cn.hutool.extra.template.Template;
+import cn.hutool.extra.template.TemplateConfig;
+import cn.hutool.extra.template.TemplateEngine;
+import cn.hutool.extra.template.TemplateUtil;
+import java.nio.charset.StandardCharsets;
+import java.util.Map;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250612
+ */
+public abstract class GeneratorTool {
+  private final TemplateEngine engine = TemplateUtil.createEngine(new TemplateConfig("template", TemplateConfig.ResourceMode.CLASSPATH));
+
+  protected void generateTemplate(String templatePath, Map<?, ?> data, String targetScriptPath) {
+    Template template = engine.getTemplate(templatePath);
+    String script = template.render(data);
+    FileUtil.del(targetScriptPath);
+    FileUtil.writeString(script, targetScriptPath, StandardCharsets.UTF_8);
+  }
+
+  public abstract void generate() throws Exception;
+}

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

@@ -0,0 +1,244 @@
+package com.lanyuanxiaoyao.service.ai.cli;
+
+import cn.hutool.core.collection.ListUtil;
+import cn.hutool.core.util.StrUtil;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250612
+ */
+public class LlamaSwapTool extends GeneratorTool {
+  private static final String API_KEY = "*XMySqV%>hR&v>>g*NwCs3tpQ5FVMFEF2VHVTj<MYQd$&@$sY7CgqNyea4giJi4";
+
+  public static String displayName(String name) {
+    return name.replaceAll("\\s+", "_")
+        .replaceAll("\\.", "_")
+        .toLowerCase();
+  }
+
+  @Override
+  public void generate() {
+    generateTemplate(
+        "llama-swap.ftl",
+        Map.of(
+            "models", List.of(
+                llamaCppEmbeddingCmd("BGE/bge-m3-q4km", "bge-m3-Q4_K_M.gguf", 20),
+                vllmEmbeddingCmd("BGE/bge-m3", "bge-m3", 5),
+                llamaCppRerankerCmd("BGE/beg-reranker-v2-q4km", "bge-reranker-v2-m3-Q4_K_M.gguf", 20),
+                vllmRerankerCmd("BGE/beg-reranker-v2", "bge-reranker-v2-m3", 5),
+
+                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", 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),
+
+                // 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-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", 10, false)
+            )
+        ),
+        "config.yaml"
+    );
+  }
+
+  private DockerCmd llamaCppCmd(String name, String model, Integer thread) {
+    return llamaCppCmd(name, model, thread, false, false, false);
+  }
+
+  private DockerCmd llamaCppEmbeddingCmd(String name, String model, Integer thread) {
+    return llamaCppCmd(name, model, thread, true, false, false);
+  }
+
+  private DockerCmd llamaCppRerankerCmd(String name, String model, Integer thread) {
+    return llamaCppCmd(name, model, thread, false, true, false);
+  }
+
+  private DockerCmd llamaCppVisualCmd(String name, String model, Integer thread) {
+    return llamaCppCmd(name, model, thread, false, false, true);
+  }
+
+  private DockerCmd llamaCppCmd(String name, String model, Integer thread, Boolean isEmbedding, Boolean isReranker, Boolean isVisual) {
+    List<String> arguments = ListUtil.list(
+        false,
+        StrUtil.format("-m /models/{}", model),
+        "--port ${PORT}",
+        StrUtil.format("--api-key {}", API_KEY),
+        "-c 0",
+        "-b 4096",
+        StrUtil.format("-t {}", thread),
+        "-np 5",
+        "--log-disable",
+        "--no-webui"
+    );
+    if (isEmbedding) {
+      arguments.add("--embedding");
+      arguments.add("-ub 8192");
+      arguments.add("--pooling mean");
+    } else if (isReranker) {
+      arguments.add("--reranking");
+    } else if (isVisual) {
+      arguments.add(StrUtil.format("--mmproj /models/{}.mmproj", model));
+    } else {
+      arguments.add("--jinja");
+    }
+    return new DockerCmd(
+        "ghcr.io/ggml-org/llama.cpp:server",
+        name,
+        model,
+        StrUtil.format("http://llamacpp-{}:${PORT}", displayName(model)),
+        List.of(StrUtil.format("--name llamacpp-{}", displayName(model))),
+        arguments
+    );
+  }
+
+  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 cache) {
+    return vllmCmd(name, model, cache, 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 cache, Boolean isReasonable) {
+    return vllmCmd(name, model, cache, false, false, isReasonable);
+  }
+
+  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),
+        StrUtil.format("--served-model-name {}", name),
+        "--port ${PORT}",
+        StrUtil.format("--api-key {}", API_KEY),
+        "--disable-log-requests",
+        "--uvicorn-log-level error",
+        "--trust-remote-code"
+    );
+    if (isEmbedding) {
+      arguments.add("--task embedding");
+    } else if (isReranker) {
+      arguments.add("--task score");
+    } else if (isReasonable) {
+      arguments.add("--enable-auto-tool-choice");
+      arguments.add("--tool-call-parser hermes");
+      arguments.add("--enable-reasoning");
+      arguments.add("--reasoning-parser deepseek_r1");
+    }
+    return new DockerCmd(
+        "vllm-server-cpu:0.8.5.post1",
+        name,
+        model,
+        StrUtil.format("http://vllm-{}:${PORT}", displayName(model)),
+        List.of(
+            StrUtil.format("--name vllm-{}", displayName(model)),
+            "--privileged=true",
+            "--shm-size=4g",
+            StrUtil.format("-e VLLM_CPU_KVCACHE_SPACE={}", cache)
+        ),
+        arguments
+    );
+  }
+
+  public static class DockerCmd {
+    private String image;
+    private String name;
+    private String model;
+    private String proxy;
+    private List<String> options = ListUtil.list(
+        false,
+        "--rm",
+        "--network llama",
+        "-v /data/models:/models"
+    );
+    private List<String> arguments = ListUtil.list(false);
+
+    public DockerCmd(String image, String name, String model, String proxy, List<String> options, List<String> arguments) {
+      this.image = image;
+      this.name = name;
+      this.model = model;
+      this.proxy = proxy;
+      this.options.addAll(options);
+      this.arguments.addAll(arguments);
+    }
+
+    public String getImage() {
+      return image;
+    }
+
+    public void setImage(String image) {
+      this.image = image;
+    }
+
+    public String getName() {
+      return name;
+    }
+
+    public void setName(String name) {
+      this.name = name;
+    }
+
+    public String getModel() {
+      return model;
+    }
+
+    public void setModel(String model) {
+      this.model = model;
+    }
+
+    public String getProxy() {
+      return proxy;
+    }
+
+    public void setProxy(String proxy) {
+      this.proxy = proxy;
+    }
+
+    public List<String> getOptions() {
+      return options;
+    }
+
+    public void setOptions(List<String> options) {
+      this.options = options;
+    }
+
+    public List<String> getArguments() {
+      return arguments;
+    }
+
+    public void setArguments(List<String> arguments) {
+      this.arguments = arguments;
+    }
+
+    @Override
+    public String toString() {
+      return "DockerCmd{" +
+             "image='" + image + '\'' +
+             ", name='" + name + '\'' +
+             ", model='" + model + '\'' +
+             ", proxy='" + proxy + '\'' +
+             ", options=" + options +
+             ", arguments=" + arguments +
+             '}';
+    }
+  }
+}

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

@@ -0,0 +1,25 @@
+healthCheckTimeout: 600
+logLevel: warn
+models:
+<#list models as model>
+  "${model.name}":
+    proxy: ${model.proxy}
+    ttl: 86400
+    cmd: |
+      docker run
+      <#list model.options as option>
+      ${option}
+      </#list>
+      ${model.image}
+      <#list model.arguments as arg>
+      ${arg}
+      </#list>
+</#list>
+groups:
+  "persistent":
+    swap: false
+    exclusive: false
+    members:
+      <#list models as model>
+      - "${model.name}"
+      </#list>

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/ai/core/entity/amis/AmisCrudResponse.java

@@ -0,0 +1,30 @@
+package com.lanyuanxiaoyao.service.ai.core.entity.amis;
+
+/**
+ * Crud 响应
+ *
+ * @author lanyuanxiaoyao
+ * @date 2023-07-06
+ */
+public class AmisCrudResponse extends AmisMapResponse {
+    public void setData(Iterable<?> list) {
+        getData().put("items", list);
+    }
+
+    public void setTotal(Long total) {
+        getData().put("total", total);
+    }
+
+    public void setTotal(Integer total) {
+        setTotal(total.longValue());
+    }
+
+    public void setData(Iterable<?> list, Long total) {
+        setData(list);
+        setTotal(total);
+    }
+
+    public void setData(Iterable<?> list, Integer total) {
+        setData(list, total.longValue());
+    }
+}

service-ai/service-ai-core/src/main/java/com/lanyuanxiaoyao/service/ai/core/entity/amis/AmisDetailResponse.java

@@ -0,0 +1,13 @@
+package com.lanyuanxiaoyao.service.ai.core.entity.amis;
+
+/**
+ * Crud 响应
+ *
+ * @author lanyuanxiaoyao
+ * @date 2023-07-06
+ */
+public class AmisDetailResponse extends AmisMapResponse {
+    public void setDetail(Object detail) {
+        getData().put("detail", detail);
+    }
+}

service-ai/service-ai-core/src/main/java/com/lanyuanxiaoyao/service/ai/core/entity/amis/AmisMapResponse.java

@@ -0,0 +1,21 @@
+package com.lanyuanxiaoyao.service.ai.core.entity.amis;
+
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * Map 响应
+ *
+ * @author lanyuanxiaoyao
+ * @date 2023-07-06
+ */
+public class AmisMapResponse extends AmisResponse<Map<String, Object>> {
+    public AmisMapResponse() {
+        setData(new HashMap<>());
+    }
+
+    public AmisMapResponse setData(String key, Object value) {
+        getData().put(key, value);
+        return this;
+    }
+}

service-ai/service-ai-core/src/main/java/com/lanyuanxiaoyao/service/ai/core/entity/amis/AmisResponse.java

@@ -0,0 +1,138 @@
+package com.lanyuanxiaoyao.service.ai.core.entity.amis;
+
+import java.util.Map;
+
+/**
+ * Amis 组件结构化返回值
+ *
+ * @author lanyuanxiaoyao
+ * @date 2022-09-21
+ */
+public class AmisResponse<T> {
+    private static final int SUCCESS_STATUS = 0;
+    private static final int ERROR_STATUS = 500;
+    private static final String SUCCESS_MESSAGE = "OK";
+    private static final String ERROR_MESSAGE = "ERROR";
+    private Integer status;
+    private String message;
+    private T data;
+
+    public static AmisResponse<Object> responseError() {
+      return responseError(ERROR_MESSAGE);
+    }
+
+    public static AmisResponse<Object> responseError(String message) {
+        AmisResponse<Object> response = new AmisResponse<>();
+        response.setStatus(ERROR_STATUS);
+        response.setMessage(message);
+        return response;
+    }
+
+    public static AmisResponse<Object> responseSuccess() {
+        AmisResponse<Object> response = new AmisResponse<>();
+        response.setStatus(SUCCESS_STATUS);
+        response.setMessage(SUCCESS_MESSAGE);
+        return response;
+    }
+
+    public static AmisResponse<Object> responseSuccess(String message) {
+        AmisResponse<Object> response = new AmisResponse<>();
+        response.setStatus(SUCCESS_STATUS);
+        response.setMessage(message);
+        return response;
+    }
+
+    public static <E> AmisResponse<E> responseSuccess(String message, E data) {
+        AmisResponse<E> response = new AmisResponse<>();
+        response.setStatus(SUCCESS_STATUS);
+        response.setMessage(message);
+        response.setData(data);
+        return response;
+    }
+
+    public static <E> AmisResponse<E> responseSuccess(E data) {
+        AmisResponse<E> response = new AmisResponse<>();
+        response.setStatus(SUCCESS_STATUS);
+        response.setMessage(SUCCESS_MESSAGE);
+        response.setData(data);
+        return response;
+    }
+
+    public static AmisMapResponse responseMapData() {
+        AmisMapResponse response = new AmisMapResponse();
+        response.setStatus(SUCCESS_STATUS);
+        response.setMessage(SUCCESS_MESSAGE);
+        return response;
+    }
+
+    public static AmisMapResponse responseMapData(Map<String, Object> data) {
+        AmisMapResponse response = responseMapData();
+        response.setData(data);
+        return response;
+    }
+
+    public static AmisMapResponse responseMapData(String key, Object value) {
+        AmisMapResponse response = responseMapData();
+        response.setData(key, value);
+        return response;
+    }
+
+    public static AmisCrudResponse responseCrudData(Iterable<?> data) {
+        AmisCrudResponse response = new AmisCrudResponse();
+        response.setStatus(SUCCESS_STATUS);
+        response.setMessage(SUCCESS_MESSAGE);
+        response.setData(data);
+        return response;
+    }
+
+    public static AmisCrudResponse responseCrudData(Iterable<?> data, Integer total) {
+        AmisCrudResponse response = responseCrudData(data);
+        response.setTotal(total);
+        return response;
+    }
+
+    public static AmisCrudResponse responseCrudData(Iterable<?> data, Long total) {
+        AmisCrudResponse response = responseCrudData(data);
+        response.setTotal(total);
+        return response;
+    }
+
+    public static AmisDetailResponse responseDetailData(Object detail) {
+        AmisDetailResponse response = new AmisDetailResponse();
+        response.setDetail(detail);
+        return response;
+    }
+
+    public Integer getStatus() {
+        return status;
+    }
+
+    public void setStatus(Integer status) {
+        this.status = status;
+    }
+
+    public String getMessage() {
+        return message;
+    }
+
+    public void setMessage(String message) {
+        this.message = message;
+    }
+
+    public T getData() {
+        return data;
+    }
+
+    public void setData(T data) {
+        this.data = data;
+    }
+
+    @Override
+    public String toString() {
+        return "AmisResponse{" +
+                "status=" + status +
+                ", message='" + message + '\'' +
+                ", data=" + data +
+                '}';
+    }
+}

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

@@ -4,6 +4,7 @@ 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;
@@ -12,9 +13,6 @@ 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.CorsConfigurationSource;
-import org.springframework.web.cors.UrlBasedCorsConfigurationSource;
 
 /**
  * @author lanyuanxiaoyao
@@ -23,29 +21,22 @@ import org.springframework.web.cors.UrlBasedCorsConfigurationSource;
 @Configuration
 @EnableWebSecurity
 public class SecurityConfig {
-  private static final Logger logger = LoggerFactory.getLogger(SecurityConfig.class);
-
   @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)
         .csrf(AbstractHttpConfigurer::disable)
-        .cors(configurer -> configurer.configurationSource(corsConfigurationSource()))
         .formLogin(AbstractHttpConfigurer::disable)
         .build();
   }
 
-  private CorsConfigurationSource corsConfigurationSource() {
-    CorsConfiguration configuration = new CorsConfiguration();
-    configuration.setAllowCredentials(true);
-    configuration.addAllowedHeader("*");
-    configuration.addAllowedMethod("*");
-    configuration.addAllowedOriginPattern("*");
-    UrlBasedCorsConfigurationSource source = new UrlBasedCorsConfigurationSource();
-    source.registerCorsConfiguration("/**", configuration);
-    return source;
-  }
-
   @Bean
   public InMemoryUserDetailsManager userDetailsService(SecurityProperties securityProperties) {
     UserDetails user = User.builder()

service-ai/service-ai-knowledge/pom.xml

@@ -1,67 +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>
-    </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/KnowledgeApplication.java

@@ -1,29 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge;
-
-import com.ulisesbocchio.jasyptspringboot.annotation.EnableEncryptableProperties;
-import org.springframework.boot.ApplicationArguments;
-import org.springframework.boot.ApplicationRunner;
-import org.springframework.boot.SpringApplication;
-import org.springframework.boot.autoconfigure.SpringBootApplication;
-import org.springframework.boot.context.properties.EnableConfigurationProperties;
-import org.springframework.cloud.client.discovery.EnableDiscoveryClient;
-import org.springframework.retry.annotation.EnableRetry;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250515
- */
-@SpringBootApplication(scanBasePackages = "com.lanyuanxiaoyao.service")
-@EnableDiscoveryClient
-@EnableConfigurationProperties
-@EnableEncryptableProperties
-@EnableRetry
-public class KnowledgeApplication implements ApplicationRunner {
-  public static void main(String[] args) {
-    SpringApplication.run(KnowledgeApplication.class, args);
-  }
-
-  @Override
-  public void run(ApplicationArguments args) {
-  }
-}

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

@@ -1,129 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.controller;
-
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.KnowledgeVO;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.PointVO;
-import com.lanyuanxiaoyao.service.ai.knowledge.reader.TextLineReader;
-import com.lanyuanxiaoyao.service.ai.knowledge.service.KnowledgeService;
-import io.qdrant.client.QdrantClient;
-import io.qdrant.client.grpc.Points;
-import java.nio.charset.StandardCharsets;
-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.embedding.EmbeddingModel;
-import org.springframework.ai.reader.TextReader;
-import org.springframework.ai.reader.markdown.MarkdownDocumentReader;
-import org.springframework.ai.reader.markdown.config.MarkdownDocumentReaderConfig;
-import org.springframework.ai.vectorstore.VectorStore;
-import org.springframework.ai.vectorstore.qdrant.QdrantVectorStore;
-import org.springframework.core.io.ByteArrayResource;
-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 KnowledgeController {
-  private static final Logger logger = LoggerFactory.getLogger(KnowledgeController.class);
-
-  private final KnowledgeService knowledgeService;
-  private final QdrantClient client;
-  private final EmbeddingModel embeddingModel;
-
-  public KnowledgeController(KnowledgeService knowledgeService, VectorStore vectorStore, EmbeddingModel embeddingModel) {
-    this.knowledgeService = knowledgeService;
-    client = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
-    this.embeddingModel = embeddingModel;
-  }
-
-  @PostMapping("add")
-  public void add(
-      @RequestParam("name") String name,
-      @RequestParam("strategy") String strategy
-  ) throws ExecutionException, InterruptedException {
-    knowledgeService.add(name, strategy);
-  }
-
-  @GetMapping("list")
-  public ImmutableList<KnowledgeVO> list() {
-    return knowledgeService.list();
-  }
-
-  @GetMapping("list_points")
-  public ImmutableList<PointVO> listPoints(@RequestParam("name") String name) throws ExecutionException, InterruptedException {
-    Points.ScrollResponse response = client.scrollAsync(
-            Points.ScrollPoints.newBuilder()
-                .setCollectionName(name)
-                // .setLimit(2)
-                .setWithPayload(Points.WithPayloadSelector.newBuilder().setEnable(true).build())
-                .setWithVectors(Points.WithVectorsSelector.newBuilder().setEnable(false).build())
-                .build()
-        )
-        .get();
-    return response.getResultList()
-        .stream()
-        .collect(Collectors.toCollection(Lists.mutable::empty))
-        .collect(point -> {
-          PointVO vo = new PointVO();
-          vo.setId(point.getId().getUuid());
-          vo.setText(point.getPayloadMap().get("doc_content").getStringValue());
-          return vo;
-        })
-        .toImmutable();
-  }
-
-  @GetMapping("delete")
-  public void delete(@RequestParam("name") String name) throws ExecutionException, InterruptedException {
-    knowledgeService.remove(name);
-  }
-
-  @PostMapping("preview_text")
-  public ImmutableList<PointVO> previewText(
-      @RequestParam("name") String name,
-      @RequestParam(value = "mode", defaultValue = "normal") String mode,
-      @RequestParam(value = "type", defaultValue = "text") String type,
-      @RequestParam("content") String content
-  ) {
-    TextReader reader = new TextLineReader(new ByteArrayResource(content.getBytes(StandardCharsets.UTF_8)));
-    return reader.get()
-        .stream()
-        .collect(Collectors.toCollection(Lists.mutable::empty))
-        .collect(doc -> {
-          PointVO vo = new PointVO();
-          vo.setId(doc.getId());
-          vo.setText(doc.getText());
-          return vo;
-        })
-        .toImmutable();
-  }
-
-  @PostMapping(value = "process_text", consumes = "text/plain;charset=utf-8")
-  public void processText(
-      @RequestParam("name") String name,
-      @RequestBody String text
-  ) {
-    VectorStore source = QdrantVectorStore.builder(client, embeddingModel)
-        .collectionName(name)
-        .initializeSchema(true)
-        .build();
-    MarkdownDocumentReader reader = new MarkdownDocumentReader(
-        new ByteArrayResource(text.getBytes(StandardCharsets.UTF_8)),
-        MarkdownDocumentReaderConfig.builder()
-            .withHorizontalRuleCreateDocument(true)
-            .withIncludeCodeBlock(false)
-            .withIncludeBlockquote(false)
-            .build()
-    );
-    source.add(reader.get());
-  }
-}

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

@@ -1,54 +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;
-
-  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;
-  }
-
-  @Override
-  public String toString() {
-    return "Knowledge{" +
-           "id=" + id +
-           ", vectorSourceId=" + vectorSourceId +
-           ", name='" + name + '\'' +
-           ", strategy='" + strategy + '\'' +
-           '}';
-  }
-}

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

@@ -1,74 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.entity.vo;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250516
- */
-public class KnowledgeVO {
-  private String name;
-  private String strategy;
-  private Long size;
-  private Long points;
-  private Long segments;
-  private String status;
-
-  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;
-  }
-
-  @Override
-  public String toString() {
-    return "CollectionVO{" +
-           "name='" + name + '\'' +
-           ", strategy='" + strategy + '\'' +
-           ", size=" + size +
-           ", points=" + points +
-           ", segments=" + segments +
-           ", status='" + status + '\'' +
-           '}';
-  }
-}

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

@@ -1,34 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.entity.vo;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250516
- */
-public class PointVO {
-  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/reader/TextLineReader.java

@@ -1,34 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.reader;
-
-import cn.hutool.core.util.StrUtil;
-import java.util.List;
-import java.util.stream.Stream;
-import org.springframework.ai.document.Document;
-import org.springframework.ai.reader.TextReader;
-import org.springframework.core.io.Resource;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250522
- */
-public class TextLineReader extends TextReader {
-  public TextLineReader(Resource resource) {
-    super(resource);
-  }
-
-  @Override
-  public List<Document> get() {
-    return super.get()
-        .stream()
-        .flatMap(doc -> {
-          String text = doc.getText();
-          if (StrUtil.isBlank(text)) {
-            return Stream.of(doc);
-          }
-          return Stream.of(text.split("\n\n"))
-              .filter(StrUtil::isNotBlank)
-              .map(line -> new Document(line, doc.getMetadata()));
-        })
-        .toList();
-  }
-}

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

@@ -1,16 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
-
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.springframework.stereotype.Service;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250522
- */
-@Service
-public class EmbeddingService {
-  private static final Logger logger = LoggerFactory.getLogger(EmbeddingService.class);
-
-
-}

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

@@ -1,58 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
-
-import club.kingon.sql.builder.SqlBuilder;
-import cn.hutool.core.util.IdUtil;
-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 20250522
- */
-@Service
-public class KnowledgeGroupService {
-  private static final Logger logger = LoggerFactory.getLogger(KnowledgeGroupService.class);
-  private static final String GROUP_TABLE_NAME = "service_ai_group";
-
-  private final JdbcTemplate template;
-
-  public KnowledgeGroupService(JdbcTemplate template) {
-    this.template = template;
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void add(Long knowledgeId, String name) {
-    template.update(
-        SqlBuilder.insertInto(GROUP_TABLE_NAME, "id", "knowledge_id", "name")
-            .values()
-            .addValue("?", "?", "?")
-            .precompileSql(),
-        IdUtil.getSnowflakeNextId(),
-        knowledgeId,
-        name
-    );
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void remove(Long groupId) {
-    template.update(
-        SqlBuilder.delete(GROUP_TABLE_NAME)
-            .whereEq("id", "?")
-            .precompileSql(),
-        groupId
-    );
-  }
-
-  @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/KnowledgeService.java

@@ -1,151 +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 io.qdrant.client.QdrantClient;
-import io.qdrant.client.grpc.Collections;
-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.embedding.EmbeddingModel;
-import org.springframework.ai.vectorstore.VectorStore;
-import org.springframework.jdbc.core.JdbcTemplate;
-import org.springframework.stereotype.Service;
-import org.springframework.transaction.annotation.Transactional;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250522
- */
-@Service
-public class KnowledgeService {
-  private static final Logger logger = LoggerFactory.getLogger(KnowledgeService.class);
-  private static final String KNOWLEDGE_TABLE_NAME = "service_ai_knowledge";
-
-  private final JdbcTemplate template;
-  private final EmbeddingModel embeddingModel;
-  private final QdrantClient client;
-  private final KnowledgeGroupService knowledgeGroupService;
-
-  public KnowledgeService(JdbcTemplate template, EmbeddingModel embeddingModel, VectorStore vectorStore, KnowledgeGroupService knowledgeGroupService) {
-    this.template = template;
-    this.embeddingModel = embeddingModel;
-    this.client = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
-    this.knowledgeGroupService = knowledgeGroupService;
-  }
-
-  public Knowledge get(Long id) {
-    return template.queryForObject(
-        SqlBuilder.select("id", "vector_source_id", "name", "strategy")
-            .from(KNOWLEDGE_TABLE_NAME)
-            .whereEq("id", "?")
-            .precompileSql(),
-        Knowledge.class,
-        id
-    );
-  }
-
-  public Knowledge get(String name) {
-    return template.queryForObject(
-        SqlBuilder.select("id", "vector_source_id", "name", "strategy")
-            .from(KNOWLEDGE_TABLE_NAME)
-            .whereEq("name", "?")
-            .precompileSql(),
-        Knowledge.class,
-        name
-    );
-  }
-
-  @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(embeddingModel.dimensions())
-            .build()
-    ).get();
-  }
-
-  public ImmutableList<KnowledgeVO> list() {
-    return template.query(
-            SqlBuilder.select("id", "vector_source_id", "name", "strategy")
-                .from(KNOWLEDGE_TABLE_NAME)
-                .build(),
-            (rs, index) -> {
-              Knowledge knowledge = new Knowledge();
-              knowledge.setId(rs.getLong(1));
-              knowledge.setVectorSourceId(rs.getLong(2));
-              knowledge.setName(rs.getString(3));
-              knowledge.setStrategy(rs.getString(4));
-              return knowledge;
-            }
-        )
-        .stream()
-        .map(knowledge -> {
-          try {
-            Collections.CollectionInfo info = client.getCollectionInfoAsync(String.valueOf(knowledge.getVectorSourceId())).get();
-            KnowledgeVO vo = new KnowledgeVO();
-            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());
-            return vo;
-          } catch (InterruptedException | ExecutionException e) {
-            throw new RuntimeException(e);
-          }
-        })
-        .collect(Collectors.toCollection(Lists.mutable::empty))
-        .toImmutable();
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void remove(String name) throws ExecutionException, InterruptedException {
-    Knowledge knowledge = get(name);
-    if (ObjectUtil.isNull(knowledge)) {
-      throw new RuntimeException(StrUtil.format("{} 不存在"));
-    }
-    template.update(
-        SqlBuilder.delete(KNOWLEDGE_TABLE_NAME)
-            .whereEq("id", "?")
-            .precompileSql(),
-        knowledge.getId()
-    );
-    knowledgeGroupService.removeByKnowledgeId(knowledge.getId());
-    client.deleteCollectionAsync(String.valueOf(knowledge.getVectorSourceId())).get();
-  }
-}

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

@@ -1,51 +0,0 @@
-spring:
-  application:
-    name: service-ai-knowledge
-  profiles:
-    include: common,metrics,forest
-  cloud:
-    zookeeper:
-      enabled: true
-      connect-string: b1m2.hdp.dc:2181,b1m3.hdp.dc:2181,b1m4.hdp.dc:2181,b1m5.hdp.dc:2181,b1m6.hdp.dc:2181
-      discovery:
-        enabled: ${spring.cloud.zookeeper.enabled}
-        root: /hudi-services
-        instance-id: ${spring.application.name}-127.0.0.1-${random.uuid}-20250514
-        metadata:
-          discovery: zookeeper
-          ip: 127.0.0.1
-          hostname: localhost
-          hostname_full: localhost
-          start_time: 20250514112750
-  datasource:
-    url: jdbc:mysql://localhost:3307/ai?useSSL=false
-    username: test
-    password: test
-    driver-class-name: com.mysql.cj.jdbc.Driver
-  security:
-    meta:
-      authority: ENC(GXKnbq1LS11U2HaONspvH+D/TkIx13aWTaokdkzaF7HSvq6Z0Rv1+JUWFnYopVXu)
-      username: ENC(moIO5mO39V1Z+RDwROK9JXY4GfM8ZjDgM6Si7wRZ1MPVjbhTpmLz3lz28rAiw7c2LeCmizfJzHkEXIwGlB280g==)
-      darkcode: ENC(0jzpQ7T6S+P7bZrENgYsUoLhlqGvw7DA2MN3BRqEOwq7plhtg72vuuiPQNnr3DaYz0CpyTvxInhpx11W3VZ1trD6NINh7O3LN70ZqO5pWXk=)
-  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'
-      embedding:
-        options:
-          model: 'Bge-m3'
-    vectorstore:
-      qdrant:
-        api-key: lanyuanxiaoyao
-jasypt:
-  encryptor:
-    password: 'r#(R,P"Dp^A47>WSn:Wn].gs/+"v:q_Q*An~zF*g-@j@jtSTv5H/,S-3:R?r9R}.'
-server:
-  port: 8080
-liteflow:
-  rule-source: config/flow.xml
-  print-banner: false
-  check-node-exists: false

service-ai/service-ai-knowledge/src/main/resources/config/flow.xml

@@ -1,14 +0,0 @@
-<?xml version="1.0" encoding="UTF-8"?>
-<flow>
-    <chain name="embedding">
-        SER(
-            embedding_start,
-            SWITCH(embedding_mode_switch).TO(
-                normal_embedding,
-                llm_embedding,
-                qa_embedding
-            ),
-            embedding_finish
-        );
-    </chain>
-</flow>

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

@@ -0,0 +1,130 @@
+<?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>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>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.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

@@ -0,0 +1,53 @@
+package com.lanyuanxiaoyao.service.ai.web;
+
+import com.blinkfox.fenix.EnableFenix;
+import com.ulisesbocchio.jasyptspringboot.annotation.EnableEncryptableProperties;
+import org.springframework.beans.BeansException;
+import org.springframework.boot.ApplicationArguments;
+import org.springframework.boot.ApplicationRunner;
+import org.springframework.boot.SpringApplication;
+import org.springframework.boot.autoconfigure.SpringBootApplication;
+import org.springframework.boot.context.properties.EnableConfigurationProperties;
+import org.springframework.cloud.client.discovery.EnableDiscoveryClient;
+import org.springframework.context.ApplicationContext;
+import org.springframework.context.ApplicationContextAware;
+import org.springframework.data.jpa.repository.config.EnableJpaAuditing;
+import org.springframework.retry.annotation.EnableRetry;
+import org.springframework.scheduling.annotation.EnableScheduling;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250515
+ */
+@SpringBootApplication(scanBasePackages = "com.lanyuanxiaoyao.service")
+@EnableDiscoveryClient
+@EnableConfigurationProperties
+@EnableEncryptableProperties
+@EnableRetry
+@EnableScheduling
+@EnableFenix
+@EnableJpaAuditing
+public class WebApplication implements ApplicationRunner, ApplicationContextAware {
+  private static ApplicationContext context;
+
+  public static void main(String[] args) {
+    SpringApplication.run(WebApplication.class, args);
+  }
+
+  public static <T> T getBean(Class<T> clazz) {
+    return context.getBean(clazz);
+  }
+
+  public static <T> T getBean(String name, Class<T> clazz) {
+    return context.getBean(name, clazz);
+  }
+
+  @Override
+  public void run(ApplicationArguments args) {
+  }
+
+  @Override
+  public void setApplicationContext(ApplicationContext context) throws BeansException {
+    WebApplication.context = context;
+  }
+}

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

@@ -0,0 +1,29 @@
+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.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 {
+  @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 +1,29 @@
+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.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 {
+  @CreatedDate
+  private LocalDateTime createdTime;
+  @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

@@ -0,0 +1,110 @@
+package com.lanyuanxiaoyao.service.ai.web.configuration;
+
+import cn.hutool.core.util.StrUtil;
+
+public interface Prompts {
+  String hudiBase = """
+      Hudi数据同步服务
+      实现从源端数据库（TeleDB、TelePG）到Hudi表的数据实时同步，并通过Hudi-Hive插件将Hudi表封为Hive外表（即目标端），供外部系统进行SQL查询。
+      数据同步任务：基于Flink开发，运行在Hadoop Yarn集群上，该任务常驻运行在集群上，每个任务负责一张或多张表的据同步，同步任务从指定的Pulsar队列中实时读取数据，经过数据转换和业务处理后，写入Hudi表。
+      数据压缩任务：基于Flink开发，运行在Hadoop Yarn集群上，该任务根据指定的调度策略周期性定时启动，每个任务将张指定的Hudi表中的log数据压缩为parquet数据，当压缩完成时，上一次压缩到当前压缩之间被写入的数据才能被外部统查询。
+      服务管理平台：使用Spring Cloud框架开发的微服务集群，用于管理同步任务和压缩任务的运行、停止和状态监控等息，提供友好的前端交互网页。
+      源端（上游）：类似TeleDB、TelePG这些提供原始数据的数据库。
+      目标端（下游）：数据同步到Hudi表后提供给外部系统查询用的Hive表。
+      TeleDB：中国电信自研分布式MySQL集群组件，逻辑上的一张表在物理上被水平分片（Sharding）为多个“set”表存储在个MySQL节点，支持弹性扩容和容灾。
+      TelePG：中国电信自研分布式PostgreSQL集群组件，其架构和功能特性与TeleDB高度相似。
+      逻辑表：一张逻辑表对应一张TeleDB或TelePG上的业务表；逻辑表中包含广东所有地市的业务数据，数据量大的表通常按地市进行分片（分区）。
+      Hudi表：逻辑表数据经同步任务处理后实际存储的位置，根据逻辑表的数据量，数据量大的会根据地市分为A、B表，B也被称为大表，通常包含广深东佛（广州、深圳、东莞、佛山）四个大区的数据，A表包含广东除了广深东佛外的其他市，特大表，如acct_item，会按一个地市对应一个Hudi表；Hudi表统一配置为MOR表，使用Bucket Index索引。
+      Hive表：通过Hudi-Hive插件创建的Hive外表，作为下游系统的唯一查询入口，该表逻辑上对应源端的一张逻辑表，它Hudi服务内部可能存在的多个物理Hudi表（如A表、B表或地市分表）聚合封装成一个逻辑视图，透明地对外提供完整的辑表数据查询。
+      重点表：根据业务系统的要求，对于有的表及时性和数据完整性有更高的要求，这些表被称为重点表，在tb_app_collect_table_info表中的tags字段，包含“FOCUS”字符的是重点表。
+      Flink 任务：即数据同步任务，根据逻辑表的数据量通常有如下规则：
+      大数据量：采用 1逻辑表:1 Flink任务 模式。该Flink任务内聚合处理该逻辑表对应的所有Hudi表（如A表 + B表或多地市表）的同步子任务。
+      小数据量：采用 N逻辑表:1 Flink任务 模式。一个Flink任务内聚合处理多张低数据量逻辑表对应的所有Hudi表同步自务。
+      Pulsar队列（消息队列）：源端TeleDB逻辑表增量日志（包含新增-I、更新-U、删除-D、DDL操作类型）由Canal同步组件实时写入Pulsar队列。TelePG逻辑表增量日志由PGSync组件以相同逻辑同步到对应队列。
+      压缩调度服务：service-scheduler(单实例)：按策略将压缩任务放入预调度队列，定时将预调度任务转移至各集群对应的压缩任务队列；service-launcher(与集群一一对应)：定时轮询对应集群的压缩任务队列，发现任务即调度执行；service-queue：提供队列机制；scheduler与launcher均基于集群资源状态动态调节任务产生与执行速率，利用队列缓冲，避免资源超限。
+      压缩调度：压缩任务耗时长、资源大。为平衡效率与资源，调度服务通常从凌晨2点起，每3小时调度一次全部Hudi表的压缩任务。
+      跨天调度：为确保关键表数据在0点后及时可用（此时Hive最新数据常未达0点），0点至2点间，对重点表进行更高频压缩调度。此高频率调度持续直至目标表被标记为“已跨天”
+      跨天判断：按照先后次序1. 源端同步组件(Canal/PGSync)判断源表数据是否跨天。若跨天，向队列写入跨天消息；2.同步任务接收跨天消息，在tb_app_collect_table_version表插入记录；3.独立程序判断Hudi表数据是否已跨天。若跨天，更新tb_app_collect_table_version对应记录状态。此时逻辑表标记为“已跨天”；一张表必须先接收到跨天标记，然后才能完成跨天。
+      集群：指Hadoop Yarn集群，同步任务仅在b12运行，压缩任务主要在b12运行，部分重点表在b1或a4运行，调度服务根据资源动态在多个集群间分配压缩任务；其中b12集群使用default队列，b1集群使用datalake队列，a4集群使用ten_iap.datalake队列。
+      """;
+
+  String hudiDatabase = """
+      Hudi数据同步服务使用的数据表详情如下
+      hudi_collect_build_b12.tb_app_collect_table_info表：记录同步任务配置信息
+      id：主键
+      alias：表别名，同样可以唯一标识该记录
+      flink_job_id：tb_app_flink_job_config表主键，对应的Flink任务
+      hudi_job_id：hudi：tb_app_hudi_job_config表主键，对应Hudi表的配置
+      sync_yarn_job_id：tb_app_yarn_job_config表主键，同步任务的yarn资源配置
+      compaction_yarn_job_id：tb_app_yarn_job_config表主键，压缩任务的yarn资源配置
+      src_db：源端数据库名称
+      src_type：源端数据库类型，取值有teledb、telepg
+      src_schema：源端数据库schema名称
+      src_table：源端表名
+      src_pulsar_addr：pulsar地址
+      src_topic：pulsar队列名称
+      tgt_hdfs_path：Hudi表对应的hdfs路径
+      status：逻辑删除状态（y为正常，n为删除）
+      filter_field：过滤字段，用于指定源端消息中的某个字段，进行消息过滤，如B表，同步任务会使用CITY_ID字段，并过滤出该字段为广深东佛编码的消息
+      filter_values：过滤值
+      filter_type：过滤类型，INCLUDE表示包含指定过滤值的记录保留，EXCLUDE表示包含指定过滤值的记录丢弃
+      bucket_number：Hudi bucket index的参数值
+      partition_field：Hudi表分区字段，通常使用CITY_ID
+      priority：优先级，整数，数字越大优先级越高，优先级高，该表对应在压缩调度队列中会排在更靠前的位置
+      hive_db：目标端hive库名称
+      hive_table：目标端hive表名
+      tags：标签，使用英文逗号分隔，用于标识表的特殊属性
+      
+      hudi_collect_build_b12.tb_app_collect_table_version表：记录跨天版本
+      flink_job_id：tb_app_flink_job_config表主键，对应的Flink任务
+      alias：表别名 tb_app_collect_table_info表alias字段，对应唯一同步任务
+      version：版本，格式为yyyyMMdd，如2025年6月6日跨天版本，则该值为20250605
+      op_ts：操作时间，接收到跨天标记的时间
+      create_time：记录创建时间
+      update_time：记录创建时间
+      scheduled：是否已跨天，1为已跨天，0为未跨天
+      
+      hudi_collect_build_b12.tb_app_flink_job_config表：Flink 任务配置
+      id：主键
+      name：Flink任务名称
+      status：逻辑删除状态（y为正常，n为删除）
+      application_id：flink任务对应的yarn任务的application id
+      
+      hudi_collect_build_b12.tb_app_hudi_job_config表：Hudi表原生配置
+      id：主键
+      source_tasks：读取Pulsar消息的Flink算子并行度
+      write_tasks：写Hudi表的Flink算子并行度
+      keep_file_version：保留数据文件版本
+      keep_commit_version：保留时间线版本
+      
+      hudi_collect_build_b12.tb_app_hudi_sync_state表：同步、压缩任务运行状态
+      id：主键，由flink_job_id和alias使用短横线连接而成，格式为：flink_job_id-alias
+      message_id：最新消费到的Pulsar消息的message id
+      source_start_time：同步任务启动时间
+      source_receive_time：同步任务最新接收到消息队列消息的时间
+      source_checkpoint_time：同步任务对应Flink任务最近一次执行checkpoint的时间，这个时间每15分钟更新一次，可以用来判断flink任务是否还在运行
+      source_publish_time：同步任务接收到的最新一条消息队列的消息被发布到队列中的时间
+      source_op_time：同步任务接收到的最新一条消息队列的消息在源端产生的时间
+      source_application_id：同步任务对应Flink任务对应的yarn任务的application id
+      source_cluster：同步任务运行的yarn集群
+      compaction_start_time：最近一次压缩任务启动时间
+      compaction_finish_time：最近一次压缩任务完成时间
+      compaction_application_id：压缩任务对应的Flink任务对应的yarn任务的application id
+      compaction_cluster：压缩任务运行所在的yarn集群
+      
+      hudi_collect_build_b12.tb_app_yarn_job_config表：同步、压缩任务对应的yarn任务资源配置
+      id：主键
+      job_manager_memory：Job Manager内存（MB）
+      task_manager_memory：Task Manager内存（MB）
+      """;
+
+  String hudi = StrUtil.format(
+      """
+          {}
+          
+          {}
+          """,
+      hudiBase,
+      hudiDatabase
+  );
+}

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/controller/DataFileController.java

@@ -0,0 +1,217 @@
+package com.lanyuanxiaoyao.service.ai.web.controller;
+
+import cn.hutool.core.io.FileUtil;
+import cn.hutool.core.io.IoUtil;
+import cn.hutool.core.util.StrUtil;
+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.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;
+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.list.ImmutableList;
+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;
+import org.springframework.web.multipart.MultipartFile;
+
+/**
+ * 文件上传接口
+ *
+ * @author lanyuanxiaoyao
+ * @date 2024-11-21
+ */
+@Slf4j
+@RestController
+@RequestMapping("/upload")
+public class DataFileController {
+  private final FileStoreProperties fileStoreProperties;
+  private final DataFileService dataFileService;
+  private final String uploadFolderPath;
+  private final String cacheFolderPath;
+  private final String sliceFolderPath;
+
+  public DataFileController(FileStoreProperties fileStoreProperties, DataFileService dataFileService) {
+    this.fileStoreProperties = fileStoreProperties;
+    this.dataFileService = dataFileService;
+
+    this.uploadFolderPath = fileStoreProperties.getUploadPath();
+    this.cacheFolderPath = StrUtil.format("{}/cache", uploadFolderPath);
+    this.sliceFolderPath = StrUtil.format("{}/slice", uploadFolderPath);
+  }
+
+  @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/{}", fileStoreProperties.getDownloadPrefix(), id);
+    byte[] bytes = file.getBytes();
+    String originMd5 = SecureUtil.md5(new ByteArrayInputStream(bytes));
+    File targetFile = new File(StrUtil.format("{}/{}", uploadFolderPath, originMd5));
+    if (targetFile.exists()) {
+      dataFileService.updateDataFile(id, FileUtil.getAbsolutePath(targetFile), FileUtil.size(targetFile), originMd5, file.getContentType());
+      return AmisResponse.responseSuccess(new FinishResponse(id, filename, String.valueOf(id), url));
+    }
+    File cacheFile = new File(StrUtil.format("{}/{}", cacheFolderPath, id));
+    cacheFile = FileUtil.writeBytes(bytes, cacheFile);
+    String targetMd5 = SecureUtil.md5(cacheFile);
+    if (!StrUtil.equals(originMd5, targetMd5)) {
+      throw new RuntimeException("文件上传失败，校验不匹配");
+    }
+    FileUtil.move(cacheFile, targetFile, true);
+    dataFileService.updateDataFile(id, FileUtil.getAbsolutePath(targetFile), FileUtil.size(targetFile), targetMd5, file.getContentType());
+    return AmisResponse.responseSuccess(new FinishResponse(id, filename, String.valueOf(id), url));
+  }
+
+  @GetMapping("/download/{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");
+    response.setHeader("Content-Disposition", StrUtil.format("attachment; filename={}", URLUtil.encodeAll(dataFile.getFilename())));
+    IoUtil.copy(new FileInputStream(targetFile), response.getOutputStream());
+  }
+
+  @PostMapping("/start")
+  public AmisResponse<StartResponse> start(@RequestBody StartRequest request) {
+    Long id = dataFileService.initialDataFile(request.filename);
+    return AmisResponse.responseSuccess(new StartResponse(id.toString()));
+  }
+
+  @PostMapping("/slice")
+  public AmisResponse<SliceResponse> slice(
+      @RequestParam("uploadId")
+      Long uploadId,
+      @RequestParam("partNumber")
+      Integer sequence,
+      @RequestParam("partSize")
+      Long size,
+      @RequestParam("file")
+      MultipartFile file
+  ) throws IOException {
+    byte[] bytes = file.getBytes();
+    String md5 = SecureUtil.md5(new ByteArrayInputStream(bytes));
+    String targetFilename = StrUtil.format("{}-{}", sequence, md5);
+    String targetFilePath = sliceFilePath(uploadId, targetFilename);
+    FileUtil.mkParentDirs(targetFilePath);
+    FileUtil.writeBytes(bytes, targetFilePath);
+    return AmisResponse.responseSuccess(new SliceResponse(targetFilename));
+  }
+
+  private String sliceFilePath(Long uploadId, String sliceFilename) {
+    return StrUtil.format("{}/{}/{}", sliceFolderPath, uploadId, sliceFilename);
+  }
+
+  @PostMapping("finish")
+  public AmisResponse<FinishResponse> finish(@RequestBody FinishRequest request) {
+    if (request.partList.anySatisfy(part -> !FileUtil.exist(sliceFilePath(request.uploadId, part.eTag)))) {
+      throw new RuntimeException("文件校验失败，请重新上传");
+    }
+    try {
+      File cacheFile = new File(StrUtil.format("{}/{}", cacheFolderPath, request.uploadId));
+      FileUtil.mkParentDirs(cacheFile);
+      if (cacheFile.createNewFile()) {
+        try (FileOutputStream fos = new FileOutputStream(cacheFile)) {
+          try (FileChannel fosChannel = fos.getChannel()) {
+            for (FinishRequest.Part part : request.partList) {
+              File sliceFile = new File(sliceFilePath(request.uploadId, part.eTag));
+              try (FileInputStream fis = new FileInputStream(sliceFile)) {
+                try (FileChannel fisChannel = fis.getChannel()) {
+                  fisChannel.transferTo(0, fisChannel.size(), fosChannel);
+                }
+              }
+            }
+          }
+        }
+        String md5 = SecureUtil.md5(cacheFile);
+        File targetFile = new File(StrUtil.format("{}/{}", uploadFolderPath, md5));
+        if (!targetFile.exists()) {
+          FileUtil.move(cacheFile, targetFile, true);
+        }
+        String absolutePath = FileUtil.getAbsolutePath(targetFile);
+        dataFileService.updateDataFile(
+            request.uploadId,
+            absolutePath,
+            FileUtil.size(targetFile),
+            SecureUtil.md5(targetFile),
+            FileUtil.getMimeType(absolutePath)
+        );
+        return AmisResponse.responseSuccess(new FinishResponse(
+            request.uploadId,
+            request.filename,
+            request.uploadId.toString(),
+            StrUtil.format("{}/upload/download/{}", fileStoreProperties.getDownloadPrefix(), request.uploadId)
+        ));
+      } else {
+        throw new RuntimeException("合并文件失败");
+      }
+    } catch (Throwable throwable) {
+      throw new RuntimeException(throwable);
+    } finally {
+      FileUtil.del(StrUtil.format("{}/{}", cacheFolderPath, request.uploadId));
+      FileUtil.del(StrUtil.format("{}/{}", sliceFolderPath, request.uploadId));
+    }
+  }
+
+  @Data
+  public static final class StartRequest {
+    private String name;
+    private String filename;
+  }
+
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static final class StartResponse {
+    private String uploadId;
+  }
+
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static final class SliceResponse {
+    @JsonProperty("eTag")
+    private String eTag;
+  }
+
+  @Data
+  public static final class FinishRequest {
+    private String filename;
+    private Long uploadId;
+    private ImmutableList<Part> partList;
+
+    @Data
+    public static final class Part {
+      private Integer partNumber;
+      @JsonProperty("eTag")
+      private String eTag;
+    }
+  }
+
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static final class FinishResponse {
+    private Long id;
+    private String filename;
+    private String value;
+    private String url;
+  }
+}

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

@@ -0,0 +1,148 @@
+package com.lanyuanxiaoyao.service.ai.web.controller.chat;
+
+import cn.hutool.core.util.StrUtil;
+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;
+import org.springframework.ai.chat.client.ChatClient;
+import org.springframework.ai.chat.messages.AssistantMessage;
+import org.springframework.ai.chat.messages.Message;
+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.ResponseBody;
+import org.springframework.web.servlet.mvc.method.annotation.SseEmitter;
+
+/**
+ * 聊天
+ *
+ * @author lanyuanxiaoyao
+ * @version 20250514
+ */
+@Controller
+@RequestMapping("chat")
+public class ChatController {
+  private static final Logger logger = LoggerFactory.getLogger(ChatController.class);
+  private final static DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
+  private static final String ROLE_ASSISTANT = "assistant";
+  private static final String ROLE_USER = "user";
+
+  private final ChatClient chatClient;
+
+  public ChatController(@Qualifier("chat") ChatClient.Builder builder) {
+    this.chatClient = builder.build();
+  }
+
+  private ChatClient.ChatClientRequestSpec buildRequest(ImmutableList<MessageVO> messages) {
+    ChatClient.ChatClientRequestSpec spec = chatClient.prompt()
+        .system(
+            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
+                    
+                    {}
+                    
+                    当前时间为：{}
+                    
+                    """,
+                Prompts.hudi,
+                LocalDateTime.now().format(formatter)
+            ))
+        .messages(
+            messages
+                .collect(message -> StrUtil.equals(message.getRole(), ROLE_ASSISTANT)
+                    ? new AssistantMessage(message.getContent())
+                    : new UserMessage(message.getContent()))
+                .collect(message -> (Message) message)
+                .toList()
+        );
+    spec.tools(
+        new TableTool(),
+        new YarnTool(),
+        new ChartTool()
+    );
+    return spec;
+  }
+
+  @PostMapping("sync")
+  @ResponseBody
+  public MessageVO chatSync(
+      @RequestBody ImmutableList<MessageVO> messages
+  ) {
+    ChatResponse response = buildRequest(messages)
+        .call()
+        .chatResponse();
+    return toMessage(response);
+  }
+
+  @PostMapping("async")
+  public SseEmitter chatAsync(
+      @RequestBody ImmutableList<MessageVO> messages,
+      HttpServletResponse httpResponse
+  ) {
+    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;
+  }
+
+  private MessageVO toMessage(ChatResponse response) {
+    AssistantMessage message = Optional.ofNullable(response)
+        .map(ChatResponse::getResult)
+        .map(Generation::getOutput)
+        .orElseThrow(() -> new RuntimeException("ChatResponse is null"));
+    MessageVO vo = new MessageVO();
+    vo.setRole(ROLE_ASSISTANT);
+    vo.setContent(message.getText());
+    if (message instanceof DeepSeekAssistantMessage deepseekMessage) {
+      vo.setReason(deepseekMessage.getReasoningContent());
+    }
+    return vo;
+  }
+}

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

@@ -0,0 +1,36 @@
+package com.lanyuanxiaoyao.service.ai.web.controller.knowledge;
+
+import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
+import com.lanyuanxiaoyao.service.ai.web.service.knowledge.SegmentService;
+import java.util.concurrent.ExecutionException;
+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;
+import org.springframework.web.bind.annotation.RestController;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250528
+ */
+@Slf4j
+@RestController
+@RequestMapping("knowledge/segment")
+public class SegmentController {
+  private final SegmentService segmentService;
+
+  public SegmentController(SegmentService segmentService) {
+    this.segmentService = segmentService;
+  }
+
+  @GetMapping("list")
+  public AmisResponse<?> list(@RequestParam("knowledge_id") Long knowledgeId, @RequestParam("group_id") Long groupId) throws ExecutionException, InterruptedException {
+    return AmisResponse.responseCrudData(segmentService.list(knowledgeId, groupId));
+  }
+
+  @GetMapping("delete")
+  public AmisResponse<?> delete(@RequestParam("knowledge_id") Long knowledgeId, @RequestParam("segment_id") Long segmentId) throws ExecutionException, InterruptedException {
+    segmentService.remove(knowledgeId, segmentId);
+    return AmisResponse.responseSuccess();
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/entity/DataFile.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.Entity;
+import jakarta.persistence.Table;
+import lombok.Getter;
+import lombok.NoArgsConstructor;
+import lombok.Setter;
+import lombok.ToString;
+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
+public class DataFile extends SimpleEntity {
+  private String filename;
+  private Long size;
+  private String md5;
+  private String path;
+  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 +1,52 @@
+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.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.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")
+})
+public class Feedback extends SimpleEntity {
+  @Column(nullable = false, columnDefinition = "longtext")
+  private String source;
+  @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;
+  @Column(columnDefinition = "longtext")
+  private String analysis;
+  @Column(columnDefinition = "longtext")
+  private String conclusion;
+  @Column(nullable = false)
+  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/Group.java

@@ -0,0 +1,46 @@
+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.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.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")
+public class Group extends SimpleEntity {
+  @Column(nullable = false)
+  private String name;
+  @Column(nullable = false)
+  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 +1,48 @@
+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.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.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")
+public class Knowledge extends SimpleEntity {
+  @Column(nullable = false)
+  private Long vectorSourceId;
+  @Column(nullable = false)
+  private String name;
+  @Column(nullable = false, columnDefinition = "longtext")
+  private String description;
+  @Column(nullable = false)
+  private Strategy strategy = Strategy.Cosine;
+
+  @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/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;
+}

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

@@ -0,0 +1,13 @@
+package com.lanyuanxiaoyao.service.ai.web.entity.vo;
+
+import lombok.Data;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250516
+ */
+@Data
+public class SegmentVO {
+  private String id;
+  private String text;
+}

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

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

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

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

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

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

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

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

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

@@ -0,0 +1,48 @@
+package com.lanyuanxiaoyao.service.ai.web.service;
+
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.web.entity.DataFile;
+import com.lanyuanxiaoyao.service.ai.web.repository.DataFileRepository;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.factory.Sets;
+import org.eclipse.collections.api.set.ImmutableSet;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250527
+ */
+@Slf4j
+@Service
+public class DataFileService {
+  private final DataFileRepository dataFileRepository;
+
+  public DataFileService(DataFileRepository dataFileRepository) {
+    this.dataFileRepository = dataFileRepository;
+  }
+
+  public DataFile downloadFile(Long id) {
+    return dataFileRepository.findById(id).orElseThrow(() -> new RuntimeException(StrUtil.format("Datafile not exists: {}", id)));
+  }
+
+  public ImmutableSet<DataFile> downloadFile(ImmutableSet<Long> ids) {
+    return Sets.immutable.ofAll(dataFileRepository.findAllById(ids));
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public Long initialDataFile(String filename) {
+    DataFile dataFile = dataFileRepository.save(new DataFile(filename));
+    return dataFile.getId();
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void updateDataFile(Long id, String path, Long size, String md5, String type) {
+    DataFile dataFile = downloadFile(id);
+    dataFile.setPath(path);
+    dataFile.setSize(size);
+    dataFile.setMd5(md5);
+    dataFile.setType(type);
+    dataFileRepository.save(dataFile);
+  }
+}

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

@@ -0,0 +1,144 @@
+package com.lanyuanxiaoyao.service.ai.web.service;
+
+import cn.hutool.core.io.FileUtil;
+import cn.hutool.core.lang.Pair;
+import cn.hutool.core.util.IdUtil;
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.web.entity.DataFile;
+import com.lanyuanxiaoyao.service.ai.web.entity.Group;
+import com.lanyuanxiaoyao.service.ai.web.entity.Knowledge;
+import com.lanyuanxiaoyao.service.ai.web.entity.context.EmbeddingContext;
+import com.lanyuanxiaoyao.service.ai.web.service.knowledge.GroupService;
+import com.lanyuanxiaoyao.service.ai.web.service.knowledge.KnowledgeBaseService;
+import com.yomahub.liteflow.core.FlowExecutor;
+import java.nio.charset.StandardCharsets;
+import java.util.HashMap;
+import java.util.List;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import org.eclipse.collections.api.factory.Lists;
+import org.eclipse.collections.api.list.ImmutableList;
+import org.springframework.ai.document.Document;
+import org.springframework.stereotype.Service;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250522
+ */
+@Service
+public class EmbeddingService {
+  private final DataFileService dataFileService;
+  private final FlowExecutor executor;
+  private final KnowledgeBaseService knowledgeBaseService;
+  private final GroupService groupService;
+  private final ExecutorService executors = Executors.newFixedThreadPool(Runtime.getRuntime().availableProcessors());
+
+  @SuppressWarnings("SpringJavaInjectionPointsAutowiringInspection")
+  public EmbeddingService(DataFileService dataFileService, FlowExecutor executor, KnowledgeBaseService knowledgeBaseService, GroupService groupService) {
+    this.dataFileService = dataFileService;
+    this.executor = executor;
+    this.knowledgeBaseService = knowledgeBaseService;
+    this.groupService = groupService;
+  }
+
+  public ImmutableList<Document> preview(String mode, String content) {
+    if (content.length() > 2000) {
+      content = content.substring(0, 2000);
+    }
+    EmbeddingContext context = EmbeddingContext.builder()
+        .content(content)
+        .config(EmbeddingContext.Config.builder()
+            .splitStrategy(EmbeddingContext.Config.SplitStrategy.valueOf(mode))
+            .build())
+        .build();
+    executor.execute2Resp("embedding_preview", null, context);
+    return Lists.immutable.ofAll(context.getDocuments());
+  }
+
+  public ImmutableList<Document> preview(String mode, ImmutableList<Long> ids) {
+    DataFile dataFile = dataFileService.downloadFile(ids.get(0));
+    String content = FileUtil.readString(dataFile.getPath(), StandardCharsets.UTF_8);
+    return preview(mode, content);
+  }
+
+  public void submit(Long id, String mode, String content) {
+    executors.submit(() -> {
+      Knowledge knowledge = knowledgeBaseService.detailOrThrow(id);
+      Group group = new Group();
+      group.setName(StrUtil.format("文本-{}", IdUtil.nanoId(10)));
+      group.setKnowledge(knowledge);
+      Long groupId = groupService.save(group);
+      EmbeddingContext context = EmbeddingContext.builder()
+          .vectorSourceId(knowledge.getVectorSourceId())
+          .groupId(groupId)
+          .content(content)
+          .config(EmbeddingContext.Config.builder()
+              .splitStrategy(EmbeddingContext.Config.SplitStrategy.valueOf(mode))
+              .build())
+          .build();
+      executor.execute2Resp("embedding_submit", null, context);
+      groupService.finish(groupId);
+    });
+  }
+
+  public void submit(Long id, String mode, ImmutableList<Long> ids) {
+    executors.submit(() -> {
+      Knowledge knowledge = knowledgeBaseService.detailOrThrow(id);
+      List<Pair<Long, DataFile>> dataFiles = Lists.mutable.empty();
+      for (Long fileId : ids) {
+        DataFile dataFile = dataFileService.downloadFile(fileId);
+        Group group = new Group();
+        group.setName(dataFile.getFilename());
+        group.setKnowledge(knowledge);
+        Long groupId = groupService.save(group);
+        dataFiles.add(Pair.of(groupId, dataFile));
+      }
+      for (Pair<Long, DataFile> pair : dataFiles) {
+        Long groupId = pair.getKey();
+        DataFile dataFile = pair.getValue();
+        EmbeddingContext context = EmbeddingContext.builder()
+            .vectorSourceId(knowledge.getVectorSourceId())
+            .groupId(groupId)
+            .file(dataFile.getPath())
+            .fileFormat(dataFile.getFilename())
+            .config(EmbeddingContext.Config.builder()
+                .splitStrategy(EmbeddingContext.Config.SplitStrategy.valueOf(mode))
+                .build())
+            .build();
+        executor.execute2Resp("embedding_submit", null, context);
+        groupService.finish(groupId);
+      }
+    });
+  }
+
+  public void submitDirectly(Long id, String name, ImmutableList<String> contents) {
+    executors.submit(() -> {
+      Knowledge knowledge = knowledgeBaseService.detailOrThrow(id);
+      String groupName = name;
+      if (StrUtil.isBlank(groupName)) {
+        groupName = StrUtil.format("外部-{}", IdUtil.nanoId(10));
+      }
+      Group group = new Group();
+      group.setName(groupName);
+      group.setKnowledge(knowledge);
+      Long groupId = groupService.save(group);
+      EmbeddingContext context = EmbeddingContext.builder()
+          .vectorSourceId(knowledge.getVectorSourceId())
+          .groupId(groupId)
+          .build();
+      context.setDocuments(
+          contents
+              .collect(StrUtil::trim)
+              .collect(content ->
+                  Document.builder()
+                      .text(content)
+                      .metadata(new HashMap<>())
+                      .build()
+              )
+              .toList()
+      );
+      executor.execute2Resp("embedding_submit_directly", null, context);
+      groupService.finish(groupId);
+    });
+  }
+}

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

@@ -0,0 +1,67 @@
+package com.lanyuanxiaoyao.service.ai.web.service.feedback;
+
+import com.lanyuanxiaoyao.service.ai.web.base.service.SimpleServiceSupport;
+import com.lanyuanxiaoyao.service.ai.web.entity.Feedback;
+import com.lanyuanxiaoyao.service.ai.web.entity.Feedback_;
+import com.lanyuanxiaoyao.service.ai.web.entity.context.FeedbackContext;
+import com.lanyuanxiaoyao.service.ai.web.repository.FeedbackRepository;
+import com.yomahub.liteflow.core.FlowExecutor;
+import java.util.List;
+import java.util.concurrent.TimeUnit;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+@Slf4j
+@Service
+public class FeedbackService extends SimpleServiceSupport<Feedback> {
+  private final FlowExecutor executor;
+
+  @SuppressWarnings("SpringJavaInjectionPointsAutowiringInspection")
+  public FeedbackService(FeedbackRepository feedbackRepository, FlowExecutor executor) {
+    super(feedbackRepository);
+    this.executor = executor;
+  }
+
+  @Scheduled(initialDelay = 1, fixedDelay = 1, timeUnit = TimeUnit.MINUTES)
+  public void analysis() {
+    List<Feedback> feedbacks = repository.findAll(
+        builder -> builder
+            .andEquals(Feedback_.STATUS, Feedback.Status.ANALYSIS_PROCESSING)
+            .build()
+    );
+    for (Feedback feedback : feedbacks) {
+      FeedbackContext context = new FeedbackContext();
+      context.setFeedback(feedback);
+      executor.execute2Resp("feedback_analysis", null, context);
+    }
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void updateAnalysis(Long id, String analysis) {
+    Feedback feedback = detailOrThrow(id);
+    feedback.setAnalysis(analysis);
+    repository.save(feedback);
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void updateConclusion(Long id, String conclusion) {
+    Feedback feedback = detailOrThrow(id);
+    feedback.setConclusion(conclusion);
+    feedback.setStatus(Feedback.Status.FINISHED);
+    repository.save(feedback);
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void updateStatus(Long id, Feedback.Status status) {
+    Feedback feedback = detailOrThrow(id);
+    feedback.setStatus(status);
+    repository.save(feedback);
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void reanalysis(Long id) {
+    updateStatus(id, Feedback.Status.ANALYSIS_PROCESSING);
+  }
+}

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

@@ -0,0 +1,50 @@
+package com.lanyuanxiaoyao.service.ai.web.service.knowledge;
+
+import com.lanyuanxiaoyao.service.ai.web.base.service.SimpleServiceSupport;
+import com.lanyuanxiaoyao.service.ai.web.entity.Group;
+import com.lanyuanxiaoyao.service.ai.web.entity.Knowledge;
+import com.lanyuanxiaoyao.service.ai.web.repository.GroupRepository;
+import io.qdrant.client.ConditionFactory;
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.grpc.Points;
+import lombok.SneakyThrows;
+import org.springframework.ai.vectorstore.VectorStore;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250522
+ */
+@Service
+public class GroupService extends SimpleServiceSupport<Group> {
+  private final QdrantClient client;
+
+  public GroupService(GroupRepository groupRepository, VectorStore vectorStore) {
+    super(groupRepository);
+    this.client = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void finish(Long id) {
+    Group group = detailOrThrow(id);
+    group.setStatus(Group.Status.FINISHED);
+    save(group);
+  }
+
+  @SneakyThrows
+  @Transactional(rollbackFor = Exception.class)
+  @Override
+  public void remove(Long id) {
+    Group group = detailOrThrow(id);
+    Knowledge knowledge = group.getKnowledge();
+    client.deleteAsync(
+        String.valueOf(knowledge.getVectorSourceId()),
+        Points.Filter.newBuilder()
+            .addMust(ConditionFactory.matchKeyword("vector_source_id", String.valueOf(knowledge.getVectorSourceId())))
+            .addMust(ConditionFactory.matchKeyword("group_id", String.valueOf(group.getId())))
+            .build()
+    ).get();
+    super.remove(id);
+  }
+}

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

@@ -0,0 +1,123 @@
+package com.lanyuanxiaoyao.service.ai.web.service.knowledge;
+
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.web.base.service.SimpleServiceSupport;
+import com.lanyuanxiaoyao.service.ai.web.configuration.SnowflakeIdGenerator;
+import com.lanyuanxiaoyao.service.ai.web.entity.Group;
+import com.lanyuanxiaoyao.service.ai.web.entity.Knowledge;
+import com.lanyuanxiaoyao.service.ai.web.repository.KnowledgeRepository;
+import com.lanyuanxiaoyao.service.common.Constants;
+import io.qdrant.client.ConditionFactory;
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.grpc.Collections;
+import io.qdrant.client.grpc.Points;
+import java.util.List;
+import java.util.concurrent.ExecutionException;
+import lombok.SneakyThrows;
+import org.eclipse.collections.api.factory.Lists;
+import org.eclipse.collections.api.list.ImmutableList;
+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.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250522
+ */
+@Service
+public class KnowledgeBaseService extends SimpleServiceSupport<Knowledge> {
+  public static final String KNOWLEDGE_TABLE_NAME = Constants.DATABASE_NAME + ".service_ai_knowledge";
+  private final KnowledgeRepository knowledgeRepository;
+  private final EmbeddingModel model;
+  private final QdrantClient client;
+
+  public KnowledgeBaseService(KnowledgeRepository knowledgeRepository, EmbeddingModel model, VectorStore vectorStore) {
+    super(knowledgeRepository);
+    this.knowledgeRepository = knowledgeRepository;
+    this.model = model;
+    this.client = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
+  }
+
+  @SneakyThrows
+  @Transactional(rollbackFor = Exception.class)
+  public Long save(Knowledge entity) {
+    if (knowledgeRepository.existsKnowledgeByName(entity.getName())) {
+      throw new RuntimeException("名称已存在");
+    }
+
+    Long vectorSourceId = SnowflakeIdGenerator.Snowflake.next();
+    client.createCollectionAsync(
+        String.valueOf(vectorSourceId),
+        Collections.VectorParams.newBuilder()
+            .setDistance(Collections.Distance.valueOf(entity.getStrategy().name()))
+            .setSize(model.dimensions())
+            .build()
+    ).get();
+
+    entity.setVectorSourceId(vectorSourceId);
+    return super.save(entity);
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void updateDescription(Long id, String description) throws Exception {
+    Knowledge knowledge = detailOrThrow(id);
+    knowledge.setDescription(description);
+    save(knowledge);
+  }
+
+  public String getName(Long id) {
+    return detailOrThrow(id).getName();
+  }
+
+  @SneakyThrows
+  @Transactional(rollbackFor = Exception.class)
+  @Override
+  public void remove(Long id) {
+    Knowledge knowledge = detailOrThrow(id);
+    client.deleteCollectionAsync(String.valueOf(knowledge.getVectorSourceId())).get();
+    for (Group group : knowledge.getGroups()) {
+      client.deleteAsync(
+          String.valueOf(knowledge.getVectorSourceId()),
+          Points.Filter.newBuilder()
+              .addMust(ConditionFactory.matchKeyword("vector_source_id", String.valueOf(knowledge.getVectorSourceId())))
+              .addMust(ConditionFactory.matchKeyword("group_id", String.valueOf(group.getId())))
+              .build()
+      ).get();
+    }
+    super.remove(id);
+  }
+
+  public ImmutableList<String> query(
+      Long id,
+      String text,
+      Integer limit,
+      Double threshold
+  ) throws ExecutionException, InterruptedException {
+    Knowledge knowledge = detailOrThrow(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()
+    );
+    return Lists.immutable.ofAll(documents)
+        .collect(Document::getText);
+  }
+
+  public Collections.CollectionInfo collectionInfo(Long vectorSourceId) throws ExecutionException, InterruptedException {
+    return client.getCollectionInfoAsync(String.valueOf(vectorSourceId)).get();
+  }
+}

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

@@ -0,0 +1,67 @@
+package com.lanyuanxiaoyao.service.ai.web.service.knowledge;
+
+import com.lanyuanxiaoyao.service.ai.web.entity.Knowledge;
+import com.lanyuanxiaoyao.service.ai.web.entity.vo.SegmentVO;
+import io.qdrant.client.ConditionFactory;
+import io.qdrant.client.QdrantClient;
+import io.qdrant.client.grpc.Points;
+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.springframework.ai.vectorstore.VectorStore;
+import org.springframework.stereotype.Service;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250528
+ */
+@Service
+public class SegmentService {
+  private final KnowledgeBaseService knowledgeBaseService;
+  private final QdrantClient client;
+
+  public SegmentService(KnowledgeBaseService knowledgeBaseService, VectorStore vectorStore) {
+    this.knowledgeBaseService = knowledgeBaseService;
+    this.client = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
+  }
+
+  public ImmutableList<SegmentVO> list(Long knowledgeId, Long groupId) throws ExecutionException, InterruptedException {
+    Knowledge knowledge = knowledgeBaseService.detailOrThrow(knowledgeId);
+    Points.ScrollResponse response = client.scrollAsync(
+            Points.ScrollPoints.newBuilder()
+                .setCollectionName(String.valueOf(knowledge.getVectorSourceId()))
+                .setWithPayload(Points.WithPayloadSelector.newBuilder().setEnable(true).build())
+                .setWithVectors(Points.WithVectorsSelector.newBuilder().setEnable(false).build())
+                .setFilter(
+                    Points.Filter.newBuilder()
+                        .addMust(ConditionFactory.matchKeyword("group_id", String.valueOf(groupId)))
+                        .build()
+                )
+                .build()
+        )
+        .get();
+    return response.getResultList()
+        .stream()
+        .collect(Collectors.toCollection(Lists.mutable::empty))
+        .collect(point -> {
+          SegmentVO vo = new SegmentVO();
+          vo.setId(point.getId().getUuid());
+          vo.setText(point.getPayloadMap().get("doc_content").getStringValue());
+          return vo;
+        })
+        .toImmutable();
+  }
+
+  public void remove(Long knowledgeId, Long segmentId) throws ExecutionException, InterruptedException {
+    Knowledge knowledge = knowledgeBaseService.detailOrThrow(knowledgeId);
+    client.deletePayloadAsync(
+        String.valueOf(knowledgeId),
+        List.of(String.valueOf(segmentId)),
+        null,
+        null,
+        null
+    ).get();
+  }
+}

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

@@ -0,0 +1,234 @@
+package com.lanyuanxiaoyao.service.ai.web.service.node;
+
+import cn.hutool.core.io.FileUtil;
+import cn.hutool.core.lang.Assert;
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.web.entity.context.EmbeddingContext;
+import com.yomahub.liteflow.annotation.LiteflowComponent;
+import com.yomahub.liteflow.annotation.LiteflowMethod;
+import com.yomahub.liteflow.core.NodeComponent;
+import com.yomahub.liteflow.enums.LiteFlowMethodEnum;
+import com.yomahub.liteflow.enums.NodeTypeEnum;
+import io.qdrant.client.QdrantClient;
+import java.nio.charset.Charset;
+import java.util.Arrays;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Optional;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.chat.client.ChatClient;
+import org.springframework.ai.document.Document;
+import org.springframework.ai.document.DocumentReader;
+import org.springframework.ai.embedding.EmbeddingModel;
+import org.springframework.ai.reader.ExtractedTextFormatter;
+import org.springframework.ai.reader.pdf.PagePdfDocumentReader;
+import org.springframework.ai.reader.pdf.config.PdfDocumentReaderConfig;
+import org.springframework.ai.reader.tika.TikaDocumentReader;
+import org.springframework.ai.transformer.splitter.TokenTextSplitter;
+import org.springframework.ai.vectorstore.VectorStore;
+import org.springframework.ai.vectorstore.qdrant.QdrantVectorStore;
+import org.springframework.beans.factory.annotation.Qualifier;
+import org.springframework.core.io.PathResource;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250523
+ */
+@Slf4j
+@LiteflowComponent
+public class EmbeddingNodes {
+  private final ChatClient.Builder chatClientBuilder;
+  private final QdrantClient qdrantClient;
+  private final EmbeddingModel embeddingModel;
+
+  public EmbeddingNodes(@Qualifier("chat") ChatClient.Builder builder, VectorStore vectorStore, EmbeddingModel embeddingModel) {
+    this.chatClientBuilder = builder;
+    this.qdrantClient = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
+    this.embeddingModel = embeddingModel;
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS_BOOLEAN, nodeId = "embedding_check_if_file_needed", nodeName = "判断是否需要读取文件", nodeType = NodeTypeEnum.BOOLEAN)
+  public boolean checkIfFileReadNeeded(NodeComponent node) {
+    EmbeddingContext context = node.getContextBean(EmbeddingContext.class);
+    Assert.notNull(context, "EmbeddingContext is null");
+    if (StrUtil.isNotBlank(context.getFile())) {
+      Assert.isTrue(FileUtil.exist(context.getFile()), "File [{}] not exist", context.getFile());
+      return true;
+    }
+    Assert.notBlank(context.getContent(), "Contents is empty");
+    return false;
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS_SWITCH, nodeId = "file_reader_switch", nodeName = "判断文件格式", nodeType = NodeTypeEnum.SWITCH)
+  public String fileReaderSwitch(NodeComponent node) {
+    EmbeddingContext context = node.getContextBean(EmbeddingContext.class);
+    String extName = FileUtil.extName(context.getFileFormat());
+    return switch (extName.toLowerCase()) {
+      case "txt", "md", "markdown" -> "txt_file_reader";
+      case "pdf" -> "pdf_file_reader";
+      case "doc", "docx", "xls", "xlsx", "ppt", "pptx", "html", "xml", "wps", "et", "dpt" -> "any_file_reader";
+      default -> throw new IllegalStateException("Unsupported ext: " + extName);
+    };
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "txt_file_reader", nodeName = "读取文本文件", nodeType = NodeTypeEnum.COMMON)
+  public void txtFileReader(NodeComponent node) {
+    EmbeddingContext context = node.getContextBean(EmbeddingContext.class);
+    context.setContent(FileUtil.readString(context.getFile(), Charset.defaultCharset()));
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "pdf_file_reader", nodeName = "读取pdf文件", nodeType = NodeTypeEnum.COMMON)
+  public void pdfFileReader(NodeComponent node) {
+    EmbeddingContext context = node.getContextBean(EmbeddingContext.class);
+    PagePdfDocumentReader reader = new PagePdfDocumentReader(
+        new PathResource(context.getFile()),
+        PdfDocumentReaderConfig.builder()
+            .withPageTopMargin(0)
+            .withPageExtractedTextFormatter(ExtractedTextFormatter.builder()
+                .withNumberOfTopTextLinesToDelete(0)
+                .build())
+            .build());
+    context.setContent(readBySpringAiReader(reader));
+  }
+
+  /**
+   * <a href="https://tika.apache.org/3.1.0/formats.html#Database_formats">Tika支持的格式</a>
+   */
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "any_file_reader", nodeName = "使用Tika尝试读取文件", nodeType = NodeTypeEnum.COMMON)
+  public void anyFileReader(NodeComponent node) {
+    EmbeddingContext context = node.getContextBean(EmbeddingContext.class);
+    context.setContent(readBySpringAiReader(new TikaDocumentReader(new PathResource(context.getFile()))));
+  }
+
+  private String readBySpringAiReader(DocumentReader reader) {
+    return reader.get()
+        .stream()
+        .map(Document::getText)
+        .collect(Collectors.joining("\n"))
+        .trim();
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS_SWITCH, nodeId = "split_switch", nodeName = "判断使用什么分段方法", nodeType = NodeTypeEnum.SWITCH)
+  public String splitSwitch(NodeComponent node) {
+    EmbeddingContext context = node.getContextBean(EmbeddingContext.class);
+    return switch (context.getConfig().getSplitStrategy()) {
+      case NORMAL -> "normal_split";
+      case LLM -> "llm_split";
+      case QA -> "qa_split";
+    };
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "normal_split", nodeName = "使用普通分段", nodeType = NodeTypeEnum.COMMON)
+  public void normalSplit(NodeComponent node) {
+    EmbeddingContext context = node.getContextBean(EmbeddingContext.class);
+    TokenTextSplitter splitter = new TokenTextSplitter(200, 100, 5, 200, true);
+    Document document = Document.builder()
+        .text(context.getContent())
+        .build();
+    context.setDocuments(splitter.split(document));
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "llm_split", nodeName = "使用大模型分段", nodeType = NodeTypeEnum.COMMON)
+  public void llmSplit(NodeComponent node) {
+    EmbeddingContext context = node.getContextBean(EmbeddingContext.class);
+    context.getDocuments().addAll(llmSplit(
+        """
+            请你将用户输入的文本进行语义切分，生成用于知识库检索的文本段。
+            每个文本段要尽可能多地覆盖用户输入文本的各方面知识和细节，包括但不限于主题、概念、关键信息等。对于关键的数字、理论、细节等，要严格遵循原文，不能进行任何虚构和捏造不存在的知识，确保输出内容准确、真实且全面。
+            输出格式为纯文本段，分段之间使用“---”作为分割，方便后续使用代码进行切分。
+            输出文本避免添加markdown格式，保持文本格式紧凑。
+            切分过程中，要注重保持文本的完整性和逻辑性，确保每个文本段都能独立地表达出清晰、准确的信息，以便更好地进行知识库检索。
+            """,
+        context.getContent(),
+        context.getMetadata()
+    ));
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "qa_split", nodeName = "使用Q/A格式分段", nodeType = NodeTypeEnum.COMMON)
+  public void qaSplit(NodeComponent node) {
+    EmbeddingContext context = node.getContextBean(EmbeddingContext.class);
+    // language=TEXT
+    context.getDocuments().addAll(llmSplit(
+        """
+            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："标记问题的开始，问题文本应在一个段落内完成。
+              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。
+              除了问答对本身，避免输出任何与问答对无关的提示性、引导性、解释性的文本。
+            
+            格式样例：
+            问：苹果通常是什么颜色的？
+            答：红色。
+            ---
+            问：苹果长在树上还是地上？
+            答：苹果长在树上。
+            """,
+        context.getContent(),
+        context.getMetadata()
+    ));
+  }
+
+  private List<Document> llmSplit(String prompt, String content, Map<String, Object> metadata) {
+    ChatClient client = chatClientBuilder.build();
+    String response = client.prompt()
+        .system(prompt)
+        .user(content)
+        .call()
+        .content();
+    Assert.notBlank(response, "LLM response is empty");
+    // noinspection DataFlowIssue
+    return Arrays.stream(StrUtil.trim(response).split("---"))
+        .map(text -> text.replaceAll("(?!^.+) +$", ""))
+        .map(StrUtil::trim)
+        .map(text -> Document.builder()
+            .text(text)
+            .metadata(Optional.ofNullable(metadata).orElse(new HashMap<>()))
+            .build())
+        .toList();
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "import_vector_source", nodeName = "导入向量库", nodeType = NodeTypeEnum.COMMON)
+  public void importVectorSource(NodeComponent node) {
+    EmbeddingContext context = node.getContextBean(EmbeddingContext.class);
+    Assert.notNull(context.getVectorSourceId(), "VectorSourceId is null");
+    Assert.notNull(context.getGroupId(), "GroupId is null");
+    if (ObjectUtil.isNotEmpty(context.getDocuments())) {
+      VectorStore vs = QdrantVectorStore.builder(qdrantClient, embeddingModel)
+          .collectionName(String.valueOf(context.getVectorSourceId()))
+          .build();
+      for (Document document : context.getDocuments()) {
+        Map<String, Object> metadata = document.getMetadata();
+        if (StrUtil.isNotBlank(context.getFileFormat()))
+          metadata.put("filename", context.getFileFormat());
+        if (StrUtil.isNotBlank(context.getFile()))
+          metadata.put("filepath", context.getFile());
+        metadata.put("group_id", String.valueOf(context.getGroupId()));
+        metadata.put("vector_source_id", String.valueOf(context.getVectorSourceId()));
+      }
+      vs.add(context.getDocuments());
+    }
+  }
+}