fix(web): 提交遗漏文件

以后有需要再拆分

bin/library.js

@@ -77,11 +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',
@@ -98,6 +99,7 @@ const upload = async (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)
 }
 

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

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

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

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

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

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

service-ai/database/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

@@ -1,11 +1,12 @@
 CREATE TABLE `service_ai_file`
 (
-    `id`           bigint   NOT NULL,
-    `filename`     varchar(500)      DEFAULT NULL,
-    `size`         bigint            DEFAULT NULL,
-    `md5`          varchar(100)      DEFAULT NULL,
-    `path`         varchar(500)      DEFAULT NULL,
-    `type`         varchar(50)       DEFAULT NULL,
-    `created_time` datetime NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    `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;
+) DEFAULT CHARSET = utf8mb4;

service-ai/database/service_ai_group.sql

@@ -1,9 +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,
-    `name`          varchar(100) NOT NULL,
-    `status`        varchar(10)  NOT NULL DEFAULT 'RUNNING',
-    `created_time`  datetime     NOT NULL DEFAULT CURRENT_TIMESTAMP,
-    `modified_time` datetime     NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
-) DEFAULT CHARSET = utf8mb4;
+    PRIMARY KEY (`id`)
+) DEFAULT CHARSET=utf8mb4;

service-ai/database/service_ai_knowledge.sql

@@ -1,10 +1,11 @@
 CREATE TABLE `service_ai_knowledge`
 (
     `id`               bigint       NOT NULL,
-    `vector_source_id` varchar(100) NOT NULL,
-    `name`             varchar(100) NOT NULL,
-    `strategy`         varchar(10)  NOT NULL,
-    `created_time`     datetime     NOT NULL DEFAULT CURRENT_TIMESTAMP,
-    `modified_time`    datetime     NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP,
+    `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;
+) 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>
@@ -29,8 +29,21 @@
         <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 -->
@@ -97,6 +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>
@@ -147,12 +165,22 @@
                 <artifactId>solon-ai-dialect-openai</artifactId>
                 <version>${solon-ai.version}</version>
             </dependency>
+            <dependency>
+                <groupId>org.mapstruct</groupId>
+                <artifactId>mapstruct</artifactId>
+                <version>${mapstruct.version}</version>
+            </dependency>
         </dependencies>
     </dependencyManagement>
 
     <build>
         <pluginManagement>
             <plugins>
+                <plugin>
+                    <groupId>org.apache.maven.plugins</groupId>
+                    <artifactId>maven-compiler-plugin</artifactId>
+                    <version>3.14.0</version>
+                </plugin>
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-source-plugin</artifactId>
@@ -161,7 +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/entity/MessageVO.java

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

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

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

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

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

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

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

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

@@ -1,86 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat;
-
-import java.net.http.HttpClient;
-import java.time.LocalDateTime;
-import java.time.format.DateTimeFormatter;
-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.tool.ToolCallback;
-import org.springframework.ai.tool.definition.ToolDefinition;
-import org.springframework.http.client.JdkClientHttpRequestFactory;
-import org.springframework.http.client.reactive.JdkClientHttpConnector;
-import org.springframework.web.client.RestClient;
-import org.springframework.web.reactive.function.client.WebClient;
-import reactor.core.Disposable;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250514
- */
-@SuppressWarnings("NullableProblems")
-public class TestSpringAIToolChat {
-  public static void main(String[] args) {
-    ChatClient client = ChatClient.builder(
-            DeepSeekChatModel.builder()
-                .deepSeekApi(
-                    DeepSeekApi.builder()
-                        .baseUrl("http://132.121.206.65:10086/v1")
-                        .apiKey("*XMySqV%>hR&v>>g*NwCs3tpQ5FVMFEF2VHVTj<MYQd$&@$sY7CgqNyea4giJi4")
-                        .restClientBuilder(restClientBuilder())
-                        .webClientBuilder(webClientBuilder())
-                        .build()
-                )
-                .defaultOptions(
-                    DeepSeekChatOptions.builder()
-                        .model("Qwen3-1.7-vllm")
-                        .build()
-                )
-                .build()
-        )
-        .build();
-    ToolCallback datetimeTool = new ToolCallback() {
-      @Override
-      public ToolDefinition getToolDefinition() {
-        return ToolDefinition.builder()
-            .name("getCurrentTime")
-            .description("获取当前日期和时间")
-            // language=JSON
-            .inputSchema("""
-                {"type":  null}
-                """)
-            .build();
-      }
-
-      @Override
-      public String call(String toolInput) {
-        return LocalDateTime.now().format(DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss"));
-      }
-    };
-    Disposable disposable = client.prompt()
-        .user("当前时间？")
-        .toolCallbacks(datetimeTool)
-        .stream()
-        .content()
-        .subscribe(System.out::println);
-    while (!disposable.isDisposed()) {
-    }
-  }
-
-  private static HttpClient httpClient() {
-    return HttpClient.newBuilder()
-        .version(HttpClient.Version.HTTP_1_1)
-        .build();
-  }
-
-  private static RestClient.Builder restClientBuilder() {
-    return RestClient.builder()
-        .requestFactory(new JdkClientHttpRequestFactory(httpClient()));
-  }
-
-  private static WebClient.Builder webClientBuilder() {
-    return WebClient.builder()
-        .clientConnector(new JdkClientHttpConnector(httpClient()));
-  }
-}

service-ai/service-ai-cli/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-deepseek</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/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;
@@ -20,11 +21,15 @@ import org.springframework.security.web.SecurityFilterChain;
 @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)

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

@@ -1,31 +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;
-import org.springframework.scheduling.annotation.EnableScheduling;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250515
- */
-@SpringBootApplication(scanBasePackages = "com.lanyuanxiaoyao.service")
-@EnableDiscoveryClient
-@EnableConfigurationProperties
-@EnableEncryptableProperties
-@EnableRetry
-@EnableScheduling
-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/configuration/KnowledgeConfiguration.java

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

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

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

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

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

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

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

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

@@ -1,131 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.controller;
-
-import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisMapResponse;
-import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.SegmentVO;
-import com.lanyuanxiaoyao.service.ai.knowledge.service.EmbeddingService;
-import com.lanyuanxiaoyao.service.ai.knowledge.service.KnowledgeBaseService;
-import java.io.IOException;
-import java.util.concurrent.ExecutionException;
-import org.eclipse.collections.api.factory.Lists;
-import org.eclipse.collections.api.list.ImmutableList;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.springframework.web.bind.annotation.GetMapping;
-import org.springframework.web.bind.annotation.PostMapping;
-import org.springframework.web.bind.annotation.RequestBody;
-import org.springframework.web.bind.annotation.RequestMapping;
-import org.springframework.web.bind.annotation.RequestParam;
-import org.springframework.web.bind.annotation.RestController;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250515
- */
-@RestController
-@RequestMapping("knowledge")
-public class KnowledgeBaseController {
-  private static final Logger logger = LoggerFactory.getLogger(KnowledgeBaseController.class);
-
-  private final KnowledgeBaseService knowledgeBaseService;
-  private final EmbeddingService embeddingService;
-
-  public KnowledgeBaseController(KnowledgeBaseService knowledgeBaseService, EmbeddingService embeddingService) {
-    this.knowledgeBaseService = knowledgeBaseService;
-    this.embeddingService = embeddingService;
-  }
-
-  @PostMapping("add")
-  public void add(
-      @RequestParam("name") String name,
-      @RequestParam("strategy") String strategy
-  ) throws ExecutionException, InterruptedException {
-    knowledgeBaseService.add(name, strategy);
-  }
-
-  @GetMapping("name")
-  public AmisMapResponse name(@RequestParam("id") Long id) {
-    return AmisResponse.responseMapData()
-        .setData("name", knowledgeBaseService.getName(id));
-  }
-
-  @GetMapping("list")
-  public AmisResponse<?> list() {
-    return AmisResponse.responseCrudData(knowledgeBaseService.list());
-  }
-
-  @GetMapping("delete")
-  public void delete(@RequestParam("id") Long id) throws ExecutionException, InterruptedException {
-    knowledgeBaseService.remove(id);
-  }
-
-  @PostMapping("preview_text")
-  public AmisResponse<?> previewText(
-      @RequestParam(value = "mode", defaultValue = "NORMAL") String mode,
-      @RequestParam(value = "type", defaultValue = "text") String type,
-      @RequestParam(value = "content", required = false) String content,
-      @RequestParam(value = "files", required = false) String files
-  ) {
-    if (StrUtil.equals("text", type)) {
-      return AmisResponse.responseCrudData(
-          embeddingService.preview(mode, content)
-              .collect(doc -> {
-                SegmentVO vo = new SegmentVO();
-                vo.setId(doc.getId());
-                vo.setText(doc.getText());
-                return vo;
-              })
-      );
-    } else if (StrUtil.equals("file", type)) {
-      return AmisResponse.responseCrudData(
-          embeddingService.preview(mode, Lists.immutable.of(files.split(",")))
-              .collect(doc -> {
-                SegmentVO vo = new SegmentVO();
-                vo.setId(doc.getId());
-                vo.setText(doc.getText());
-                return vo;
-              })
-      );
-    } else {
-      throw new IllegalArgumentException("Unsupported type: " + type);
-    }
-  }
-
-  @PostMapping("submit_text")
-  public void submitText(
-      @RequestParam("id") Long id,
-      @RequestParam(value = "mode", defaultValue = "NORMAL") String mode,
-      @RequestParam(value = "type", defaultValue = "text") String type,
-      @RequestParam(value = "content", required = false) String content,
-      @RequestParam(value = "files", required = false) String files
-  ) {
-    if (StrUtil.equals("text", type)) {
-      embeddingService.submit(id, mode, content);
-    } else if (StrUtil.equals("file", type)) {
-      embeddingService.submit(id, mode, Lists.immutable.of(files.split(",")));
-    } else {
-      throw new IllegalArgumentException("Unsupported type: " + type);
-    }
-  }
-
-  @PostMapping("submit_text_directly")
-  public void submitDirectly(
-      @RequestParam("id") Long id,
-      @RequestParam(value = "name", required = false) String name,
-      @RequestParam(value = "split_key", defaultValue = "\n\n") String splitKey,
-      @RequestBody String content
-  ) {
-    embeddingService.submitDirectly(id, name, Lists.immutable.of(content.split(splitKey)));
-  }
-
-  @PostMapping("query")
-  public ImmutableList<String> query(
-      @RequestParam("id") Long id,
-      @RequestParam(value = "limit", defaultValue = "5") Integer limit,
-      @RequestParam(value = "threshold", defaultValue = "0.6") Double threshold,
-      @RequestBody String text
-  ) throws ExecutionException, InterruptedException, IOException {
-    return knowledgeBaseService.query(id, text, limit, threshold);
-  }
-}

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

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

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

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

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

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

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

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

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

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

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

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

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

@@ -1,79 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
-
-import club.kingon.sql.builder.SqlBuilder;
-import cn.hutool.core.util.IdUtil;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.DataFileVO;
-import com.lanyuanxiaoyao.service.common.Constants;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.springframework.jdbc.core.JdbcTemplate;
-import org.springframework.stereotype.Service;
-import org.springframework.transaction.annotation.Transactional;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250527
- */
-@Service
-public class DataFileService {
-  private static final Logger log = LoggerFactory.getLogger(DataFileService.class);
-  private static final String DATA_FILE_TABLE_NAME = Constants.DATABASE_NAME + ".service_ai_file";
-
-  private final JdbcTemplate template;
-
-  public DataFileService(JdbcTemplate template) {
-    this.template = template;
-  }
-
-  public DataFileVO downloadFile(Long id) {
-    return template.queryForObject(
-        SqlBuilder.select("id", "filename", "size", "md5", "path", "type")
-            .from(DATA_FILE_TABLE_NAME)
-            .whereEq("id", "?")
-            .precompileSql(),
-        (rs, row) -> {
-          DataFileVO vo = new DataFileVO();
-          vo.setId(String.valueOf(rs.getLong(1)));
-          vo.setFilename(rs.getString(2));
-          vo.setSize(rs.getLong(3));
-          vo.setMd5(rs.getString(4));
-          vo.setPath(rs.getString(5));
-          vo.setType(rs.getString(6));
-          return vo;
-        },
-        id
-    );
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public Long initialDataFile(String filename) {
-    long id = IdUtil.getSnowflakeNextId();
-    template.update(
-        SqlBuilder.insertInto(DATA_FILE_TABLE_NAME, "id", "filename")
-            .values()
-            .addValue("?", "?")
-            .precompileSql(),
-        id,
-        filename
-    );
-    return id;
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void updateDataFile(Long id, String path, Long size, String md5, String type) {
-    template.update(
-        SqlBuilder.update(DATA_FILE_TABLE_NAME)
-            .set("size", "?")
-            .addSet("md5", "?")
-            .addSet("path", "?")
-            .addSet("type", "?")
-            .whereEq("id", "?")
-            .precompileSql(),
-        size,
-        md5,
-        path,
-        type,
-        id
-    );
-  }
-}

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

@@ -1,135 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
-
-import club.kingon.sql.builder.SqlBuilder;
-import club.kingon.sql.builder.entry.Alias;
-import club.kingon.sql.builder.entry.Column;
-import cn.hutool.core.util.IdUtil;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.Group;
-import com.lanyuanxiaoyao.service.common.Constants;
-import io.qdrant.client.ConditionFactory;
-import io.qdrant.client.QdrantClient;
-import io.qdrant.client.grpc.Points;
-import java.util.concurrent.ExecutionException;
-import java.util.stream.Collectors;
-import org.eclipse.collections.api.factory.Lists;
-import org.eclipse.collections.api.list.ImmutableList;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.springframework.ai.vectorstore.VectorStore;
-import org.springframework.jdbc.core.JdbcTemplate;
-import org.springframework.jdbc.core.RowMapper;
-import org.springframework.stereotype.Service;
-import org.springframework.transaction.annotation.Transactional;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250522
- */
-@Service
-public class GroupService {
-  public static final String GROUP_TABLE_NAME = Constants.DATABASE_NAME + ".service_ai_group";
-  private static final Logger logger = LoggerFactory.getLogger(GroupService.class);
-  private static final RowMapper<Group> groupMapper = (rs, row) -> {
-    Group vo = new Group();
-    vo.setId(String.valueOf(rs.getLong(1)));
-    vo.setName(rs.getString(2));
-    vo.setStatus(rs.getString(3));
-    vo.setCreatedTime(rs.getTimestamp(4).getTime());
-    vo.setModifiedTime(rs.getTimestamp(5).getTime());
-    return vo;
-  };
-
-  private final JdbcTemplate template;
-  private final QdrantClient client;
-
-  public GroupService(JdbcTemplate template, VectorStore vectorStore) {
-    this.template = template;
-    this.client = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
-  }
-
-  public Group get(Long id) {
-    return template.queryForObject(
-        SqlBuilder.select("id", "name", "status", "created_time", "modified_time")
-            .from(GROUP_TABLE_NAME)
-            .whereEq("id", id)
-            .orderByDesc("created_time")
-            .build(),
-        groupMapper
-    );
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public Long add(Long knowledgeId, String name) {
-    long id = IdUtil.getSnowflakeNextId();
-    template.update(
-        SqlBuilder.insertInto(GROUP_TABLE_NAME, "id", "knowledge_id", "name", "status")
-            .values()
-            .addValue("?", "?", "?", "?")
-            .precompileSql(),
-        id,
-        knowledgeId,
-        name,
-        "RUNNING"
-    );
-    return id;
-  }
-
-  public ImmutableList<Group> list(Long knowledgeId) {
-    return template.query(
-            SqlBuilder.select("id", "name", "status", "created_time", "modified_time")
-                .from(GROUP_TABLE_NAME)
-                .whereEq("knowledge_id", knowledgeId)
-                .orderByDesc("created_time")
-                .build(),
-            groupMapper
-        )
-        .stream()
-        .collect(Collectors.toCollection(Lists.mutable::empty))
-        .toImmutable();
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void finish(Long groupId) {
-    template.update(
-        SqlBuilder.update(GROUP_TABLE_NAME)
-            .set("status", "FINISHED")
-            .whereEq("id", groupId)
-            .build()
-    );
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void remove(Long groupId) throws ExecutionException, InterruptedException {
-    Long vectorSourceId = template.queryForObject(
-        SqlBuilder.select("k.vector_source_id")
-            .from(Alias.of(GROUP_TABLE_NAME, "g"), Alias.of(KnowledgeBaseService.KNOWLEDGE_TABLE_NAME, "k"))
-            .whereEq("g.knowledge_id", Column.as("k.id"))
-            .andEq("g.id", groupId)
-            .precompileSql(),
-        Long.class,
-        groupId
-    );
-    client.deleteAsync(
-        String.valueOf(vectorSourceId),
-        Points.Filter.newBuilder()
-            .addMust(ConditionFactory.matchKeyword("vector_source_id", String.valueOf(vectorSourceId)))
-            .addMust(ConditionFactory.matchKeyword("group_id", String.valueOf(groupId)))
-            .build()
-    ).get();
-    template.update(
-        SqlBuilder.delete(GROUP_TABLE_NAME)
-            .whereEq("id", groupId)
-            .build()
-    );
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void removeByKnowledgeId(Long knowledgeId) {
-    template.update(
-        SqlBuilder.delete(GROUP_TABLE_NAME)
-            .whereEq("knowledge_id", "?")
-            .precompileSql(),
-        knowledgeId
-    );
-  }
-}

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

@@ -1,201 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
-
-import club.kingon.sql.builder.SqlBuilder;
-import cn.hutool.core.util.IdUtil;
-import cn.hutool.core.util.ObjectUtil;
-import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.Knowledge;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.KnowledgeVO;
-import com.lanyuanxiaoyao.service.common.Constants;
-import io.qdrant.client.QdrantClient;
-import io.qdrant.client.grpc.Collections;
-import java.io.IOException;
-import java.util.List;
-import java.util.concurrent.ExecutionException;
-import java.util.stream.Collectors;
-import org.eclipse.collections.api.factory.Lists;
-import org.eclipse.collections.api.list.ImmutableList;
-import org.noear.solon.ai.reranking.RerankingModel;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.springframework.ai.document.Document;
-import org.springframework.ai.embedding.EmbeddingModel;
-import org.springframework.ai.vectorstore.SearchRequest;
-import org.springframework.ai.vectorstore.VectorStore;
-import org.springframework.ai.vectorstore.qdrant.QdrantVectorStore;
-import org.springframework.jdbc.core.JdbcTemplate;
-import org.springframework.jdbc.core.RowMapper;
-import org.springframework.stereotype.Service;
-import org.springframework.transaction.annotation.Transactional;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250522
- */
-@Service
-public class KnowledgeBaseService {
-  public static final String KNOWLEDGE_TABLE_NAME = Constants.DATABASE_NAME + ".service_ai_knowledge";
-  private static final Logger logger = LoggerFactory.getLogger(KnowledgeBaseService.class);
-  private static final RowMapper<Knowledge> knowledgeMapper = (rs, row) -> {
-    Knowledge knowledge = new Knowledge();
-    knowledge.setId(rs.getLong(1));
-    knowledge.setVectorSourceId(rs.getLong(2));
-    knowledge.setName(rs.getString(3));
-    knowledge.setStrategy(rs.getString(4));
-    knowledge.setCreatedTime(rs.getTimestamp(5).getTime());
-    knowledge.setModifiedTime(rs.getTimestamp(6).getTime());
-    return knowledge;
-  };
-  private final JdbcTemplate template;
-  private final EmbeddingModel model;
-  private final QdrantClient client;
-  private final GroupService groupService;
-  private final RerankingModel rerankingModel;
-
-  public KnowledgeBaseService(JdbcTemplate template, EmbeddingModel model, VectorStore vectorStore, GroupService groupService, RerankingModel rerankingModel) {
-    this.template = template;
-    this.model = model;
-    this.client = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
-    this.groupService = groupService;
-    this.rerankingModel = rerankingModel;
-  }
-
-  public Knowledge get(Long id) {
-    return template.queryForObject(
-        SqlBuilder.select("id", "vector_source_id", "name", "strategy", "created_time", "modified_time")
-            .from(KNOWLEDGE_TABLE_NAME)
-            .whereEq("id", "?")
-            .precompileSql(),
-        knowledgeMapper,
-        id
-    );
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void add(String name, String strategy) throws ExecutionException, InterruptedException {
-    Integer count = template.queryForObject(
-        SqlBuilder.select("count(*)")
-            .from(KNOWLEDGE_TABLE_NAME)
-            .whereEq("name", "?")
-            .precompileSql(),
-        Integer.class,
-        name
-    );
-    if (count > 0) {
-      throw new RuntimeException("名称已存在");
-    }
-
-    long id = IdUtil.getSnowflakeNextId();
-    long vectorSourceId = IdUtil.getSnowflakeNextId();
-    template.update(
-        SqlBuilder.insertInto(KNOWLEDGE_TABLE_NAME, "id", "vector_source_id", "name", "strategy")
-            .values()
-            .addValue("?", "?", "?", "?")
-            .precompileSql(),
-        id,
-        vectorSourceId,
-        name,
-        strategy
-    );
-    client.createCollectionAsync(
-        String.valueOf(vectorSourceId),
-        Collections.VectorParams.newBuilder()
-            .setDistance(Collections.Distance.valueOf(strategy))
-            .setSize(model.dimensions())
-            .build()
-    ).get();
-  }
-
-  public String getName(Long id) {
-    return template.queryForObject(
-        SqlBuilder.select("name")
-            .from(KNOWLEDGE_TABLE_NAME)
-            .whereEq("id", id)
-            .orderByDesc("created_time")
-            .build(),
-        String.class
-    );
-  }
-
-  public ImmutableList<KnowledgeVO> list() {
-    return template.query(
-            SqlBuilder.select("id", "vector_source_id", "name", "strategy", "created_time", "modified_time")
-                .from(KNOWLEDGE_TABLE_NAME)
-                .orderByDesc("created_time")
-                .build(),
-            knowledgeMapper
-        )
-        .stream()
-        .map(knowledge -> {
-          try {
-            Collections.CollectionInfo info = client.getCollectionInfoAsync(String.valueOf(knowledge.getVectorSourceId())).get();
-            KnowledgeVO vo = new KnowledgeVO();
-            vo.setId(String.valueOf(knowledge.getId()));
-            vo.setVectorSourceId(String.valueOf(knowledge.getVectorSourceId()));
-            vo.setName(knowledge.getName());
-            vo.setPoints(info.getPointsCount());
-            vo.setSegments(info.getSegmentsCount());
-            vo.setStatus(info.getStatus().name());
-            Collections.VectorParams vectorParams = info.getConfig().getParams().getVectorsConfig().getParams();
-            vo.setStrategy(vectorParams.getDistance().name());
-            vo.setSize(vectorParams.getSize());
-            vo.setCreatedTime(vo.getCreatedTime());
-            vo.setModifiedTime(vo.getModifiedTime());
-            return vo;
-          } catch (InterruptedException | ExecutionException e) {
-            throw new RuntimeException(e);
-          }
-        })
-        .collect(Collectors.toCollection(Lists.mutable::empty))
-        .toImmutable();
-  }
-
-  @Transactional(rollbackFor = Exception.class)
-  public void remove(Long id) throws ExecutionException, InterruptedException {
-    Knowledge knowledge = get(id);
-    if (ObjectUtil.isNull(knowledge)) {
-      throw new RuntimeException(StrUtil.format("{} 不存在"));
-    }
-    template.update(
-        SqlBuilder.delete(KNOWLEDGE_TABLE_NAME)
-            .whereEq("id", "?")
-            .precompileSql(),
-        knowledge.getId()
-    );
-    groupService.removeByKnowledgeId(knowledge.getId());
-    client.deleteCollectionAsync(String.valueOf(knowledge.getVectorSourceId())).get();
-  }
-
-  public ImmutableList<String> query(
-      Long id,
-      String text,
-      Integer limit,
-      Double threshold
-  ) throws ExecutionException, InterruptedException, IOException {
-    Knowledge knowledge = get(id);
-    Boolean exists = client.collectionExistsAsync(String.valueOf(knowledge.getVectorSourceId())).get();
-    if (!exists) {
-      throw new RuntimeException(StrUtil.format("{} not exists", id));
-    }
-    VectorStore vs = QdrantVectorStore.builder(client, model)
-        .collectionName(String.valueOf(knowledge.getVectorSourceId()))
-        .initializeSchema(false)
-        .build();
-    List<Document> documents = vs.similaritySearch(
-        SearchRequest.builder()
-            .query(text)
-            .topK(limit)
-            .similarityThreshold(threshold)
-            .build()
-    );
-    // 如果只是一个知识库的话，似乎没有什么rerank的必要...
-    /* List<org.noear.solon.ai.rag.Document> rerankDocuments = rerankingModel.rerank(
-        text,
-        documents.stream()
-            .map(doc -> new org.noear.solon.ai.rag.Document(doc.getId(), doc.getText(), doc.getMetadata(), doc.getScore()))
-            .toList()
-    ); */
-    return Lists.immutable.ofAll(documents)
-        .collect(Document::getText);
-  }
-}

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

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

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

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

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

@@ -9,7 +9,7 @@
         <version>1.0.0-SNAPSHOT</version>
     </parent>
 
-    <artifactId>service-ai-knowledge</artifactId>
+    <artifactId>service-ai-web</artifactId>
 
     <dependencies>
         <dependency>
@@ -20,12 +20,24 @@
                     <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>
@@ -36,7 +48,11 @@
         </dependency>
         <dependency>
             <groupId>org.springframework.boot</groupId>
-            <artifactId>spring-boot-starter-jdbc</artifactId>
+            <artifactId>spring-boot-starter-data-jpa</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.blinkfox</groupId>
+            <artifactId>fenix-spring-boot-starter</artifactId>
         </dependency>
         <dependency>
             <groupId>com.mysql</groupId>
@@ -66,6 +82,37 @@
 
     <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>

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

@@ -1,37 +1,53 @@
-package com.lanyuanxiaoyao.service.ai.chat;
+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 20250514
+ * @version 20250515
  */
 @SpringBootApplication(scanBasePackages = "com.lanyuanxiaoyao.service")
 @EnableDiscoveryClient
 @EnableConfigurationProperties
 @EnableEncryptableProperties
 @EnableRetry
-public class AiChatApplication implements ApplicationContextAware {
+@EnableScheduling
+@EnableFenix
+@EnableJpaAuditing
+public class WebApplication implements ApplicationRunner, ApplicationContextAware {
   private static ApplicationContext context;
 
   public static void main(String[] args) {
-    SpringApplication.run(AiChatApplication.class, 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 {
-    AiChatApplication.context = context;
+    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

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

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

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

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

@@ -1,4 +1,4 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.controller;
+package com.lanyuanxiaoyao.service.ai.web.controller;
 
 import cn.hutool.core.io.FileUtil;
 import cn.hutool.core.io.IoUtil;
@@ -7,9 +7,9 @@ import cn.hutool.core.util.URLUtil;
 import cn.hutool.crypto.SecureUtil;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
-import com.lanyuanxiaoyao.service.ai.knowledge.configuration.KnowledgeConfiguration;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.DataFileVO;
-import com.lanyuanxiaoyao.service.ai.knowledge.service.DataFileService;
+import com.lanyuanxiaoyao.service.ai.web.configuration.FileStoreProperties;
+import com.lanyuanxiaoyao.service.ai.web.entity.DataFile;
+import com.lanyuanxiaoyao.service.ai.web.service.DataFileService;
 import jakarta.servlet.http.HttpServletResponse;
 import java.io.ByteArrayInputStream;
 import java.io.File;
@@ -17,9 +17,11 @@ 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.slf4j.Logger;
-import org.slf4j.LoggerFactory;
 import org.springframework.web.bind.annotation.GetMapping;
 import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.PostMapping;
@@ -35,22 +37,21 @@ import org.springframework.web.multipart.MultipartFile;
  * @author lanyuanxiaoyao
  * @date 2024-11-21
  */
+@Slf4j
 @RestController
 @RequestMapping("/upload")
 public class DataFileController {
-  private static final Logger log = LoggerFactory.getLogger(DataFileController.class);
-
-  private final KnowledgeConfiguration knowledgeConfiguration;
+  private final FileStoreProperties fileStoreProperties;
   private final DataFileService dataFileService;
   private final String uploadFolderPath;
   private final String cacheFolderPath;
   private final String sliceFolderPath;
 
-  public DataFileController(KnowledgeConfiguration knowledgeConfiguration, DataFileService dataFileService) {
-    this.knowledgeConfiguration = knowledgeConfiguration;
+  public DataFileController(FileStoreProperties fileStoreProperties, DataFileService dataFileService) {
+    this.fileStoreProperties = fileStoreProperties;
     this.dataFileService = dataFileService;
 
-    this.uploadFolderPath = knowledgeConfiguration.getUploadPath();
+    this.uploadFolderPath = fileStoreProperties.getUploadPath();
     this.cacheFolderPath = StrUtil.format("{}/cache", uploadFolderPath);
     this.sliceFolderPath = StrUtil.format("{}/slice", uploadFolderPath);
   }
@@ -59,7 +60,7 @@ public class DataFileController {
   public AmisResponse<FinishResponse> upload(@RequestParam("file") MultipartFile file) throws IOException {
     String filename = file.getOriginalFilename();
     Long id = dataFileService.initialDataFile(filename);
-    String url = StrUtil.format("{}/upload/download/{}", knowledgeConfiguration.getDownloadPrefix(), id);
+    String url = StrUtil.format("{}/upload/download/{}", fileStoreProperties.getDownloadPrefix(), id);
     byte[] bytes = file.getBytes();
     String originMd5 = SecureUtil.md5(new ByteArrayInputStream(bytes));
     File targetFile = new File(StrUtil.format("{}/{}", uploadFolderPath, originMd5));
@@ -79,8 +80,8 @@ public class DataFileController {
   }
 
   @GetMapping("/download/{id}")
-  public void download(@PathVariable Long id, HttpServletResponse response) throws IOException {
-    DataFileVO dataFile = dataFileService.downloadFile(id);
+  public void download(@PathVariable("id") Long id, HttpServletResponse response) throws IOException {
+    DataFile dataFile = dataFileService.downloadFile(id);
     File targetFile = new File(dataFile.getPath());
     response.setHeader("Content-Type", dataFile.getType());
     response.setHeader("Access-Control-Expose-Headers", "Content-Disposition");
@@ -156,7 +157,7 @@ public class DataFileController {
             request.uploadId,
             request.filename,
             request.uploadId.toString(),
-            StrUtil.format("{}/upload/download/{}", knowledgeConfiguration.getDownloadPrefix(), request.uploadId)
+            StrUtil.format("{}/upload/download/{}", fileStoreProperties.getDownloadPrefix(), request.uploadId)
         ));
       } else {
         throw new RuntimeException("合并文件失败");
@@ -169,213 +170,48 @@ public class DataFileController {
     }
   }
 
+  @Data
   public static final class StartRequest {
     private String name;
     private String filename;
-
-    public String getName() {
-      return name;
-    }
-
-    public void setName(String name) {
-      this.name = name;
-    }
-
-    public String getFilename() {
-      return filename;
-    }
-
-    public void setFilename(String filename) {
-      this.filename = filename;
-    }
-
-    @Override
-    public String toString() {
-      return "StartRequest{" +
-             "name='" + name + '\'' +
-             ", filename='" + filename + '\'' +
-             '}';
-    }
   }
 
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
   public static final class StartResponse {
     private String uploadId;
-
-    public StartResponse() {
-    }
-
-    public StartResponse(String uploadId) {
-      this.uploadId = uploadId;
-    }
-
-    public String getUploadId() {
-      return uploadId;
-    }
-
-    public void setUploadId(String uploadId) {
-      this.uploadId = uploadId;
-    }
-
-    @Override
-    public String toString() {
-      return "StartResponse{" +
-             "uploadId='" + uploadId + '\'' +
-             '}';
-    }
   }
 
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
   public static final class SliceResponse {
     @JsonProperty("eTag")
     private String eTag;
-
-    public SliceResponse() {
-    }
-
-    public SliceResponse(String eTag) {
-      this.eTag = eTag;
-    }
-
-    public String geteTag() {
-      return eTag;
-    }
-
-    public void seteTag(String eTag) {
-      this.eTag = eTag;
-    }
-
-    @Override
-    public String toString() {
-      return "SliceResponse{" +
-             "eTag='" + eTag + '\'' +
-             '}';
-    }
   }
 
+  @Data
   public static final class FinishRequest {
     private String filename;
     private Long uploadId;
     private ImmutableList<Part> partList;
 
-    public String getFilename() {
-      return filename;
-    }
-
-    public void setFilename(String filename) {
-      this.filename = filename;
-    }
-
-    public Long getUploadId() {
-      return uploadId;
-    }
-
-    public void setUploadId(Long uploadId) {
-      this.uploadId = uploadId;
-    }
-
-    public ImmutableList<Part> getPartList() {
-      return partList;
-    }
-
-    public void setPartList(ImmutableList<Part> partList) {
-      this.partList = partList;
-    }
-
-    @Override
-    public String toString() {
-      return "FinishRequest{" +
-             "filename='" + filename + '\'' +
-             ", uploadId=" + uploadId +
-             ", partList=" + partList +
-             '}';
-    }
-
+    @Data
     public static final class Part {
       private Integer partNumber;
       @JsonProperty("eTag")
       private String eTag;
-
-      public Integer getPartNumber() {
-        return partNumber;
-      }
-
-      public void setPartNumber(Integer partNumber) {
-        this.partNumber = partNumber;
-      }
-
-      public String geteTag() {
-        return eTag;
-      }
-
-      public void seteTag(String eTag) {
-        this.eTag = eTag;
-      }
-
-      @Override
-      public String toString() {
-        return "Part{" +
-               "partNumber=" + partNumber +
-               ", eTag='" + eTag + '\'' +
-               '}';
-      }
     }
   }
 
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
   public static final class FinishResponse {
     private Long id;
     private String filename;
     private String value;
     private String url;
-
-    public FinishResponse() {
-    }
-
-    public FinishResponse(Long id, String filename, String value, String url) {
-      this.id = id;
-      this.filename = filename;
-      this.value = value;
-      this.url = url;
-    }
-
-    public Long getId() {
-      return id;
-    }
-
-    public void setId(Long id) {
-      this.id = id;
-    }
-
-    public String getFilename() {
-      return filename;
-    }
-
-    public void setFilename(String filename) {
-      this.filename = filename;
-    }
-
-    public String getValue() {
-      return value;
-    }
-
-    public void setValue(String value) {
-      this.value = value;
-    }
-
-    public String getUrl() {
-      return url;
-    }
-
-    public void setUrl(String url) {
-      this.url = url;
-    }
-
-    @Override
-    public String toString() {
-      return "FinishResponse{" +
-             "id=" + id +
-             ", filename='" + filename + '\'' +
-             ", value='" + value + '\'' +
-             ", url='" + url + '\'' +
-             '}';
-    }
   }
 }

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

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

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

@@ -0,0 +1,100 @@
+package com.lanyuanxiaoyao.service.ai.web.controller.feedback;
+
+import com.lanyuanxiaoyao.service.ai.web.base.controller.SimpleControllerSupport;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.IdOnlyEntity;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleItem;
+import com.lanyuanxiaoyao.service.ai.web.entity.Feedback;
+import com.lanyuanxiaoyao.service.ai.web.service.DataFileService;
+import com.lanyuanxiaoyao.service.ai.web.service.feedback.FeedbackService;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.factory.Sets;
+import org.eclipse.collections.api.set.ImmutableSet;
+import org.mapstruct.Mapping;
+import org.mapstruct.factory.Mappers;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+@Slf4j
+@RestController
+@RequestMapping("feedback")
+public class FeedbackController extends SimpleControllerSupport<Feedback, FeedbackController.SaveItem, FeedbackController.ListItem, FeedbackController.ListItem> {
+  private final FeedbackService feedbackService;
+  private final DataFileService dataFileService;
+
+  public FeedbackController(FeedbackService feedbackService, DataFileService dataFileService) {
+    super(feedbackService);
+    this.feedbackService = feedbackService;
+    this.dataFileService = dataFileService;
+  }
+
+  @GetMapping("reanalysis/{id}")
+  public void reanalysis(@PathVariable("id") Long id) {
+    feedbackService.reanalysis(id);
+  }
+
+  @PostMapping("conclude")
+  public void conclude(@RequestBody ConcludeItem item) {
+    feedbackService.updateConclusion(item.getId(), item.getConclusion());
+  }
+
+  @Override
+  protected SaveItemMapper<Feedback, SaveItem> saveItemMapper() {
+    return item -> {
+      Feedback feedback = new Feedback();
+      feedback.setSource(item.getSource());
+      feedback.setPictures(dataFileService.downloadFile(item.getPictures()).toSet());
+      return feedback;
+    };
+  }
+
+  @Override
+  protected ListItemMapper<Feedback, ListItem> listItemMapper() {
+    return Mappers.getMapper(ListItem.Mapper.class);
+  }
+
+  @Override
+  protected DetailItemMapper<Feedback, ListItem> detailItemMapper() {
+    ListItemMapper<Feedback, ListItem> mapper = listItemMapper();
+    return mapper::from;
+  }
+
+  @Data
+  public static final class SaveItem {
+    private String source;
+    private ImmutableSet<Long> pictures;
+  }
+
+  @Data
+  public static final class ConcludeItem {
+    private Long id;
+    private String conclusion;
+  }
+
+  @Data
+  @EqualsAndHashCode(callSuper = true)
+  public static class ListItem extends SimpleItem {
+    private String source;
+    private ImmutableSet<Long> pictures;
+    private String analysis;
+    private String conclusion;
+    private Feedback.Status status;
+
+    @org.mapstruct.Mapper(
+        imports = {
+            IdOnlyEntity.class,
+            Sets.class
+        }
+    )
+    public interface Mapper extends ListItemMapper<Feedback, ListItem> {
+      @Mapping(target = "pictures", expression = "java(Sets.immutable.ofAll(feedback.getPictures()).collect(IdOnlyEntity::getId))")
+      @Override
+      ListItem from(Feedback feedback);
+    }
+  }
+}

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

@@ -0,0 +1,67 @@
+package com.lanyuanxiaoyao.service.ai.web.controller.knowledge;
+
+import com.lanyuanxiaoyao.service.ai.web.base.controller.SimpleControllerSupport;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleItem;
+import com.lanyuanxiaoyao.service.ai.web.entity.Group;
+import com.lanyuanxiaoyao.service.ai.web.service.knowledge.GroupService;
+import com.lanyuanxiaoyao.service.ai.web.service.knowledge.KnowledgeBaseService;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import lombok.extern.slf4j.Slf4j;
+import org.mapstruct.factory.Mappers;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250528
+ */
+@Slf4j
+@RestController
+@RequestMapping("knowledge/group")
+public class GroupController extends SimpleControllerSupport<Group, GroupController.SaveItem, GroupController.ListItem, GroupController.ListItem> {
+  private final KnowledgeBaseService knowledgeBaseService;
+
+  public GroupController(GroupService groupService, KnowledgeBaseService knowledgeBaseService) {
+    super(groupService);
+    this.knowledgeBaseService = knowledgeBaseService;
+  }
+
+  @Override
+  protected SaveItemMapper<Group, SaveItem> saveItemMapper() {
+    return item -> {
+      Group group = new Group();
+      group.setName(item.getName());
+      group.setKnowledge(knowledgeBaseService.detailOrThrow(item.getKnowledgeId()));
+      return group;
+    };
+  }
+
+  @Override
+  protected ListItemMapper<Group, ListItem> listItemMapper() {
+    return Mappers.getMapper(ListItem.Mapper.class);
+  }
+
+  @Override
+  protected DetailItemMapper<Group, ListItem> detailItemMapper() {
+    ListItemMapper<Group, ListItem> mapper = listItemMapper();
+    return mapper::from;
+  }
+
+  @Data
+  public static final class SaveItem {
+    private String name;
+    private Long knowledgeId;
+  }
+
+  @Data
+  @EqualsAndHashCode(callSuper = true)
+  public static final class ListItem extends SimpleItem {
+    private String name;
+    private Group.Status status;
+
+    @org.mapstruct.Mapper
+    public interface Mapper extends ListItemMapper<Group, ListItem> {
+    }
+  }
+}

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

@@ -0,0 +1,184 @@
+package com.lanyuanxiaoyao.service.ai.web.controller.knowledge;
+
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisMapResponse;
+import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
+import com.lanyuanxiaoyao.service.ai.web.base.controller.SimpleControllerSupport;
+import com.lanyuanxiaoyao.service.ai.web.base.entity.SimpleItem;
+import com.lanyuanxiaoyao.service.ai.web.entity.Knowledge;
+import com.lanyuanxiaoyao.service.ai.web.entity.vo.SegmentVO;
+import com.lanyuanxiaoyao.service.ai.web.service.EmbeddingService;
+import com.lanyuanxiaoyao.service.ai.web.service.knowledge.KnowledgeBaseService;
+import io.qdrant.client.grpc.Collections;
+import java.io.IOException;
+import java.util.concurrent.ExecutionException;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.factory.Lists;
+import org.eclipse.collections.api.list.ImmutableList;
+import org.mapstruct.Mapping;
+import org.mapstruct.factory.Mappers;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.RestController;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250515
+ */
+@Slf4j
+@RestController
+@RequestMapping("knowledge")
+public class KnowledgeBaseController extends SimpleControllerSupport<Knowledge, KnowledgeBaseController.SaveItem, KnowledgeBaseController.ListItem, KnowledgeBaseController.ListItem> {
+  private final KnowledgeBaseService knowledgeBaseService;
+  private final EmbeddingService embeddingService;
+
+  public KnowledgeBaseController(KnowledgeBaseService knowledgeBaseService, EmbeddingService embeddingService) {
+    super(knowledgeBaseService);
+    this.knowledgeBaseService = knowledgeBaseService;
+    this.embeddingService = embeddingService;
+  }
+
+  @Override
+  protected SaveItemMapper<Knowledge, SaveItem> saveItemMapper() {
+    return Mappers.getMapper(SaveItem.Mapper.class);
+  }
+
+  @Override
+  protected ListItemMapper<Knowledge, ListItem> listItemMapper() {
+    ListItem.Mapper mapper = Mappers.getMapper(ListItem.Mapper.class);
+    return knowledge -> mapper.from(knowledge, knowledgeBaseService.collectionInfo(knowledge.getVectorSourceId()));
+  }
+
+  @Override
+  protected DetailItemMapper<Knowledge, ListItem> detailItemMapper() {
+    ListItem.Mapper mapper = Mappers.getMapper(ListItem.Mapper.class);
+    return knowledge -> mapper.from(knowledge, knowledgeBaseService.collectionInfo(knowledge.getVectorSourceId()));
+  }
+
+  @GetMapping("{id}/name")
+  public AmisMapResponse name(@PathVariable("id") Long id) {
+    return AmisResponse.responseMapData()
+        .setData("name", knowledgeBaseService.getName(id));
+  }
+
+  @PostMapping("update_description")
+  public void updateDescription(
+      @RequestParam("id") Long id,
+      @RequestParam("description") String description
+  ) throws Exception {
+    knowledgeBaseService.updateDescription(id, description);
+  }
+
+  @PostMapping("preview_text")
+  public AmisResponse<?> previewText(@RequestBody SubmitItem item) {
+    if (StrUtil.equals("text", item.getType())) {
+      return AmisResponse.responseCrudData(
+          embeddingService.preview(item.getMode(), item.getContent())
+              .collect(doc -> {
+                SegmentVO vo = new SegmentVO();
+                vo.setId(doc.getId());
+                vo.setText(doc.getText());
+                return vo;
+              })
+      );
+    } else if (StrUtil.equals("file", item.getType())) {
+      return AmisResponse.responseCrudData(
+          embeddingService.preview(item.getMode(), item.getFiles())
+              .collect(doc -> {
+                SegmentVO vo = new SegmentVO();
+                vo.setId(doc.getId());
+                vo.setText(doc.getText());
+                return vo;
+              })
+      );
+    } else {
+      throw new IllegalArgumentException("Unsupported type: " + item.getType());
+    }
+  }
+
+  @PostMapping("submit_text")
+  public void submitText(@RequestBody SubmitItem item) {
+    if (StrUtil.equals("text", item.getMode())) {
+      embeddingService.submit(item.getId(), item.getMode(), item.getContent());
+    } else if (StrUtil.equals("file", item.getType())) {
+      embeddingService.submit(item.getId(), item.getMode(), item.getFiles());
+    } else {
+      throw new IllegalArgumentException("Unsupported type: " + item.getType());
+    }
+  }
+
+  @PostMapping("submit_text_directly")
+  public void submitDirectly(@RequestBody SubmitDirectlyItem item) {
+    embeddingService.submitDirectly(item.getId(), item.getName(), Lists.immutable.ofAll(StrUtil.split(item.getContent(), item.getSplitKey())));
+  }
+
+  @PostMapping("query")
+  public ImmutableList<String> query(@RequestBody QueryItem item) throws ExecutionException, InterruptedException, IOException {
+    return knowledgeBaseService.query(item.getId(), item.getText(), item.getLimit(), item.getThreshold());
+  }
+
+  @Data
+  public static final class SaveItem {
+    private String name;
+    private String strategy;
+    private String description;
+
+    @org.mapstruct.Mapper
+    public interface Mapper extends SaveItemMapper<Knowledge, SaveItem> {
+    }
+  }
+
+  @Data
+  @EqualsAndHashCode(callSuper = true)
+  public static final class ListItem extends SimpleItem {
+    private Long vectorSourceId;
+    private String name;
+    private String description;
+    private String strategy;
+    private Long size;
+    private Long points;
+    private Long segments;
+    private String status;
+
+    @org.mapstruct.Mapper
+    public interface Mapper extends ListItemMapper<Knowledge, ListItem> {
+      @Mapping(source = "info.config.params.vectorsConfig.params.distance", target = "strategy")
+      @Mapping(source = "info.config.params.vectorsConfig.params.size", target = "size")
+      @Mapping(source = "info.pointsCount", target = "points")
+      @Mapping(source = "info.segmentsCount", target = "segments")
+      @Mapping(source = "info.status", target = "status")
+      ListItem from(Knowledge knowledge, Collections.CollectionInfo info);
+    }
+  }
+
+  @Data
+  public static final class SubmitItem {
+    private Long id;
+    private String mode;
+    private String type;
+    private String content;
+    private ImmutableList<Long> files;
+  }
+
+  @Data
+  public static final class SubmitDirectlyItem {
+    private Long id;
+    private String name;
+    private String splitKey = "\n\n";
+    private String content;
+  }
+
+  @Data
+  public static final class QueryItem {
+    private Long id;
+    private Integer limit = 5;
+    private Double threshold = 0.6;
+    private String text;
+  }
+}

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

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

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

@@ -1,12 +1,15 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
+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.knowledge.entity.EmbeddingContext;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.Knowledge;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.DataFileVO;
+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;
@@ -15,8 +18,6 @@ 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.slf4j.Logger;
-import org.slf4j.LoggerFactory;
 import org.springframework.ai.document.Document;
 import org.springframework.stereotype.Service;
 
@@ -26,8 +27,6 @@ import org.springframework.stereotype.Service;
  */
 @Service
 public class EmbeddingService {
-  private static final Logger logger = LoggerFactory.getLogger(EmbeddingService.class);
-
   private final DataFileService dataFileService;
   private final FlowExecutor executor;
   private final KnowledgeBaseService knowledgeBaseService;
@@ -56,16 +55,19 @@ public class EmbeddingService {
     return Lists.immutable.ofAll(context.getDocuments());
   }
 
-  public ImmutableList<Document> preview(String mode, ImmutableList<String> ids) {
-    DataFileVO vo = dataFileService.downloadFile(Long.parseLong(ids.get(0)));
-    String content = FileUtil.readString(vo.getPath(), StandardCharsets.UTF_8);
+  public ImmutableList<Document> preview(String mode, ImmutableList<Long> ids) {
+    DataFile dataFile = dataFileService.downloadFile(ids.get(0));
+    String content = FileUtil.readString(dataFile.getPath(), StandardCharsets.UTF_8);
     return preview(mode, content);
   }
 
   public void submit(Long id, String mode, String content) {
     executors.submit(() -> {
-      Knowledge knowledge = knowledgeBaseService.get(id);
-      Long groupId = groupService.add(knowledge.getId(), StrUtil.format("文本-{}", IdUtil.nanoId(10)));
+      Knowledge knowledge = knowledgeBaseService.detailOrThrow(id);
+      Group group = new Group();
+      group.setName(StrUtil.format("文本-{}", IdUtil.nanoId(10)));
+      group.setKnowledge(knowledge);
+      Long groupId = groupService.save(group);
       EmbeddingContext context = EmbeddingContext.builder()
           .vectorSourceId(knowledge.getVectorSourceId())
           .groupId(groupId)
@@ -79,23 +81,26 @@ public class EmbeddingService {
     });
   }
 
-  public void submit(Long id, String mode, ImmutableList<String> ids) {
+  public void submit(Long id, String mode, ImmutableList<Long> ids) {
     executors.submit(() -> {
-      Knowledge knowledge = knowledgeBaseService.get(id);
-      List<Pair<Long, DataFileVO>> vos = Lists.mutable.empty();
-      for (String fileId : ids) {
-        DataFileVO vo = dataFileService.downloadFile(Long.parseLong(fileId));
-        Long groupId = groupService.add(id, vo.getFilename());
-        vos.add(Pair.of(groupId, vo));
+      Knowledge knowledge = knowledgeBaseService.detailOrThrow(id);
+      List<Pair<Long, DataFile>> dataFiles = Lists.mutable.empty();
+      for (Long fileId : ids) {
+        DataFile dataFile = dataFileService.downloadFile(fileId);
+        Group group = new Group();
+        group.setName(dataFile.getFilename());
+        group.setKnowledge(knowledge);
+        Long groupId = groupService.save(group);
+        dataFiles.add(Pair.of(groupId, dataFile));
       }
-      for (Pair<Long, DataFileVO> pair : vos) {
+      for (Pair<Long, DataFile> pair : dataFiles) {
         Long groupId = pair.getKey();
-        DataFileVO vo = pair.getValue();
+        DataFile dataFile = pair.getValue();
         EmbeddingContext context = EmbeddingContext.builder()
             .vectorSourceId(knowledge.getVectorSourceId())
             .groupId(groupId)
-            .file(vo.getPath())
-            .fileFormat(vo.getFilename())
+            .file(dataFile.getPath())
+            .fileFormat(dataFile.getFilename())
             .config(EmbeddingContext.Config.builder()
                 .splitStrategy(EmbeddingContext.Config.SplitStrategy.valueOf(mode))
                 .build())
@@ -108,12 +113,15 @@ public class EmbeddingService {
 
   public void submitDirectly(Long id, String name, ImmutableList<String> contents) {
     executors.submit(() -> {
-      Knowledge knowledge = knowledgeBaseService.get(id);
+      Knowledge knowledge = knowledgeBaseService.detailOrThrow(id);
       String groupName = name;
       if (StrUtil.isBlank(groupName)) {
         groupName = StrUtil.format("外部-{}", IdUtil.nanoId(10));
       }
-      Long groupId = groupService.add(knowledge.getId(), groupName);
+      Group group = new Group();
+      group.setName(groupName);
+      group.setKnowledge(knowledge);
+      Long groupId = groupService.save(group);
       EmbeddingContext context = EmbeddingContext.builder()
           .vectorSourceId(knowledge.getVectorSourceId())
           .groupId(groupId)

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

@@ -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

@@ -1,7 +1,7 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
+package com.lanyuanxiaoyao.service.ai.web.service.knowledge;
 
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.Knowledge;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.SegmentVO;
+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;
@@ -10,8 +10,6 @@ import java.util.concurrent.ExecutionException;
 import java.util.stream.Collectors;
 import org.eclipse.collections.api.factory.Lists;
 import org.eclipse.collections.api.list.ImmutableList;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
 import org.springframework.ai.vectorstore.VectorStore;
 import org.springframework.stereotype.Service;
 
@@ -21,8 +19,6 @@ import org.springframework.stereotype.Service;
  */
 @Service
 public class SegmentService {
-  private static final Logger logger = LoggerFactory.getLogger(SegmentService.class);
-
   private final KnowledgeBaseService knowledgeBaseService;
   private final QdrantClient client;
 
@@ -31,8 +27,8 @@ public class SegmentService {
     this.client = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
   }
 
-  public ImmutableList<SegmentVO> list(Long id, Long groupId) throws ExecutionException, InterruptedException {
-    Knowledge knowledge = knowledgeBaseService.get(id);
+  public ImmutableList<SegmentVO> list(Long knowledgeId, Long groupId) throws ExecutionException, InterruptedException {
+    Knowledge knowledge = knowledgeBaseService.detailOrThrow(knowledgeId);
     Points.ScrollResponse response = client.scrollAsync(
             Points.ScrollPoints.newBuilder()
                 .setCollectionName(String.valueOf(knowledge.getVectorSourceId()))
@@ -59,7 +55,7 @@ public class SegmentService {
   }
 
   public void remove(Long knowledgeId, Long segmentId) throws ExecutionException, InterruptedException {
-    Knowledge knowledge = knowledgeBaseService.get(knowledgeId);
+    Knowledge knowledge = knowledgeBaseService.detailOrThrow(knowledgeId);
     client.deletePayloadAsync(
         String.valueOf(knowledgeId),
         List.of(String.valueOf(segmentId)),

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

@@ -1,10 +1,10 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service.node;
+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.knowledge.entity.EmbeddingContext;
+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;
@@ -18,8 +18,7 @@ import java.util.List;
 import java.util.Map;
 import java.util.Optional;
 import java.util.stream.Collectors;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
+import lombok.extern.slf4j.Slf4j;
 import org.springframework.ai.chat.client.ChatClient;
 import org.springframework.ai.document.Document;
 import org.springframework.ai.document.DocumentReader;
@@ -31,22 +30,22 @@ 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 static final Logger logger = LoggerFactory.getLogger(EmbeddingNodes.class);
-
-  private final ChatClient chatClient;
+  private final ChatClient.Builder chatClientBuilder;
   private final QdrantClient qdrantClient;
   private final EmbeddingModel embeddingModel;
 
-  public EmbeddingNodes(ChatClient.Builder builder, VectorStore vectorStore, EmbeddingModel embeddingModel) {
-    this.chatClient = builder.build();
+  public EmbeddingNodes(@Qualifier("chat") ChatClient.Builder builder, VectorStore vectorStore, EmbeddingModel embeddingModel) {
+    this.chatClientBuilder = builder;
     this.qdrantClient = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
     this.embeddingModel = embeddingModel;
   }
@@ -151,9 +150,11 @@ public class EmbeddingNodes {
   @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：
@@ -168,7 +169,7 @@ public class EmbeddingNodes {
               答案应直接基于给定文本，确保准确性和一致性。
               包含相关的细节，如日期、名称、职位等具体信息，必要时提供背景信息以增强理解。
             3. 格式：
-              使用"问："标记问题集合的开始，所有问题应在一个段落内，问题之间用空格分隔。
+              使用"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：
@@ -176,6 +177,8 @@ public class EmbeddingNodes {
               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。
@@ -189,13 +192,13 @@ public class EmbeddingNodes {
   }
 
   private List<Document> llmSplit(String prompt, String content, Map<String, Object> metadata) {
-    String response = chatClient.prompt()
+    ChatClient client = chatClientBuilder.build();
+    String response = client.prompt()
         .system(prompt)
         .user(content)
         .call()
         .content();
     Assert.notBlank(response, "LLM response is empty");
-    logger.info("LLM response: \n{}", response);
     // noinspection DataFlowIssue
     return Arrays.stream(StrUtil.trim(response).split("---"))
         .map(text -> text.replaceAll("(?!^.+) +$", ""))

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

@@ -0,0 +1,203 @@
+package com.lanyuanxiaoyao.service.ai.web.service.node;
+
+import cn.hutool.core.lang.Assert;
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.web.entity.DataFile;
+import com.lanyuanxiaoyao.service.ai.web.entity.Feedback;
+import com.lanyuanxiaoyao.service.ai.web.entity.context.FeedbackContext;
+import com.lanyuanxiaoyao.service.ai.web.service.DataFileService;
+import com.lanyuanxiaoyao.service.ai.web.service.feedback.FeedbackService;
+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 lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.chat.client.ChatClient;
+import org.springframework.beans.factory.annotation.Qualifier;
+import org.springframework.core.io.FileSystemResource;
+import org.springframework.util.MimeType;
+import org.springframework.util.MimeTypeUtils;
+
+@Slf4j
+@LiteflowComponent
+public class FeedbackNodes {
+  private final ChatClient.Builder chatClientBuilder;
+  private final ChatClient.Builder visualChatClientBuilder;
+  private final DataFileService dataFileService;
+  private final FeedbackService feedbackService;
+
+  public FeedbackNodes(
+      @Qualifier("chat") ChatClient.Builder chatClientBuilder,
+      @Qualifier("visual") ChatClient.Builder visualClientBuilder, DataFileService dataFileService, FeedbackService feedbackService
+  ) {
+    this.chatClientBuilder = chatClientBuilder;
+    this.visualChatClientBuilder = visualClientBuilder;
+    this.dataFileService = dataFileService;
+    this.feedbackService = feedbackService;
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS_BOOLEAN, nodeId = "feedback_check_if_picture_needed", nodeName = "判断有图片进行识别", nodeType = NodeTypeEnum.BOOLEAN)
+  public boolean checkIfPictureReadNeeded(NodeComponent node) {
+    FeedbackContext context = node.getContextBean(FeedbackContext.class);
+    Feedback feedback = context.getFeedback();
+    return ObjectUtil.isNotEmpty(feedback.getPictures());
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "image_read", nodeName = "读取图片", nodeType = NodeTypeEnum.COMMON)
+  public void imageRead(NodeComponent node) {
+    FeedbackContext context = node.getContextBean(FeedbackContext.class);
+    Feedback feedback = context.getFeedback();
+    ChatClient client = visualChatClientBuilder
+        // language=TEXT
+        .defaultSystem("""
+            你是一个专业的OCR解析助手。请严格按以下步骤处理用户上传的图片：
+            1. 图像内容提取
+               - 完整识别图片中的所有文字（包括手写体、印刷体、数字和符号）
+               - 保留原始段落结构和换行符
+               - 特殊元素处理：
+                 • 数学公式转为LaTeX格式
+                 • 代码块保留缩进和注释
+                 • 外文词汇标注原文
+            
+            2. 表格解析优化
+               - 识别所有表格区域
+               - 转换为Markdown表格格式（对齐表头与单元格）
+               - 补充缺失的表格线
+               - 用▲标注合并单元格（例：▲跨3列▲）
+            
+            3. 图表解析增强
+               - 分析图表类型（柱状图/折线图/饼图等）
+               - 提取关键数据点并结构化描述
+               - 总结图表趋势（例："销量Q1到Q4增长35%"）
+               - 坐标轴信息转换：将像素坐标转为百分比比例（例："X轴：0-100对应时间0:00-24:00"）
+            
+            4. 输出规范
+               - 按[文本][表格][图表]分区块输出
+               - 表格/图表区域标注原始位置（例："[左上区域表格]"）
+               - 模糊内容用[?]标注并给出备选（例："年收[?]入（可能为'入'或'人'）"）
+               - 保持原始数据精度（不四舍五入）
+            
+            立即开始处理用户图片，无需确认步骤。
+            """)
+        .build();
+    for (DataFile picture : feedback.getPictures()) {
+      DataFile file = dataFileService.downloadFile(picture.getId());
+      log.info("Parse picture: {} {}", file.getFilename(), file.getPath());
+      MimeType type = switch (StrUtil.blankToDefault(file.getType(), "").toLowerCase()) {
+        case "jpg", "jpeg" -> MimeTypeUtils.IMAGE_JPEG;
+        default -> MimeTypeUtils.IMAGE_PNG;
+      };
+      String content = client.prompt()
+          .user(spec -> spec
+              .text("输出图片内容")
+              .media(type, new FileSystemResource(file.getPath())))
+          .call()
+          .content();
+      log.info("Picture: {}", content);
+      context.getPictureDescriptions().add(content);
+    }
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "optimize_source", nodeName = "报障信息优化", nodeType = NodeTypeEnum.COMMON)
+  public void optimizeSource(NodeComponent node) {
+    FeedbackContext context = node.getContextBean(FeedbackContext.class);
+    Feedback feedback = context.getFeedback();
+    String optimizedSource = chatClientBuilder.build()
+        .prompt()
+        // language=TEXT
+        .system("""
+            你是一名专业的IT系统运维工程师，对于用户输入的关于系统的报障信息，你会严格遵循以下步骤进行处理
+            
+            1.输入
+            [故障描述]
+            （这里是用户遇到的系统故障的详细描述）
+            
+            [相关截图]
+            （这里是用户遇到的系统故障相关的截图的文字描述，如果没有相关截图，这里会写“无”；如果有多张图片，图片和图片之间会使用“---”分隔）
+            
+            2.处理逻辑
+              解析输入
+                读取并解析用户提供的故障描述和相关截图描述。
+                识别关键元素：包括故障类型（如硬件故障、软件错误）、受影响系统组件（如服务器、网络设备）、错误消息、发生时间、重现步骤、影响范围等。
+                如果截图描述存在，提取关键细节（如错误弹窗文本、系统状态截图），并将其作为辅助证据；如果无截图，则忽略此部分。
+              分析与重写故障描述
+                专业化改写：使用标准IT术语替换非专业用语（例如，“电脑死机”改为“系统无响应”，“连不上网”改为“网络连接中断”），并确保描述符合行业规范。
+                排除歧义：澄清模糊描述（如添加具体时间戳、系统版本、IP地址或错误代码），移除主观语言（如“我觉得”或“可能”），并添加必要上下文（如操作系统环境、相关服务运行状态）。
+                结构化组织：将故障描述重写为逻辑段落，格式包括：
+                  问题概述：简明总结故障本质（例如，“数据库服务异常导致应用无法访问”）。
+                  详细症状：描述具体现象，包括错误消息、发生频率和影响范围（如“影响用户登录功能，错误代码500”）。
+                  重现步骤：列出可复现故障的操作序列（如“1. 访问URL X；2. 触发操作 Y”）。
+                  相关环境：添加系统细节（如“运行在Linux Ubuntu 20.04, Java 11环境”）。
+                整合截图信息：如果截图描述存在，将其嵌入重写中作为证据（例如，“根据截图，错误弹窗显示‘Connection timeout’”）。
+              质量校验
+                检查重写后的内容是否完整、一致且无歧义：确保所有用户输入细节都被涵盖，添加缺失信息（如建议的故障分类），并验证专业术语的准确性。
+                如果输入信息不足（如缺少时间戳或系统版本），在输出中添加注释提示用户补充。
+            
+            3.输出
+              输出一个专业、结构化的故障报告，格式清晰，可直接用于运维团队诊断。
+              重写的故障描述，以结构化段落呈现，涵盖问题概述、详细症状、重现步骤和相关环境。
+              输出将使用中性、客观语言，避免任何个人意见或建议，以确保报告专注于事实描述。
+            """)
+        .user(StrUtil.format(
+            """
+                [故障描述]
+                {}
+                
+                [相关截图]
+                {}
+                """,
+            feedback.getSource(),
+            ObjectUtil.isEmpty(context.getPictureDescriptions()) ? "无" : StrUtil.join(",", context.getPictureDescriptions())
+        ))
+        .call()
+        .content();
+    if (StrUtil.isBlank(optimizedSource)) {
+      log.warn("Optimized source is blank");
+    }
+    context.setOptimizedSource(StrUtil.trim(optimizedSource));
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "feedback_suggest", nodeName = "大模型建议", nodeType = NodeTypeEnum.COMMON)
+  public void suggestFeedback(NodeComponent node) {
+    FeedbackContext context = node.getContextBean(FeedbackContext.class);
+    Feedback feedback = context.getFeedback();
+    ChatClient client = chatClientBuilder.build();
+    String analysis = client.prompt()
+        // language=TEXT
+        .system("""
+            你是一名专业的IT系统运维工程师。针对用户输入的报障信息，严格遵循以下步骤：
+            1. 提取关键要素： 精准识别报障信息中的关键要素（如系统/设备名称、故障现象、错误信息、时间地点、影响范围、用户操作步骤等）。
+            2. 分析诊断： 基于提取的要素，运用运维专业知识，分析潜在原因，并提出优先级高、可操作性强的排障建议或初步诊断方向。
+            3. 输出专业意见：
+            内容要求： 意见必须包含明确的行动步骤（如检查XX日志、验证XX配置、重启XX服务、联系XX团队）、潜在风险提示及预期效果。
+            表达要求： 使用清晰、简洁、专业的技术术语，避免使用推测性语言或不确定词汇（如“可能”、“大概”、“也许”）。
+            格式要求： 直接输出意见内容，避免添加引导语（如“我的建议是”、“根据报障信息”等）。
+            """)
+        .user(context.getOptimizedSource())
+        .call()
+        .content();
+    feedback.setAnalysis(StrUtil.trim(analysis));
+    Assert.notBlank(analysis, "Analysis cannot be blank");
+    String conclusion = client.prompt()
+        // language=TEXT
+        .system("""
+            你是一名专业的文字编辑。严格按以下要求处理用户输入：
+            核心逻辑： 用一段话精准总结输入内容的核心信息，确保涵盖所有关键点。禁止虚构、扩展或添加原文不存在的信息。
+            输出规范： 仅输出一段总结文本。禁止分点、分段、使用Markdown格式（如着重、- 或 1. 等列表符号）或添加任何无关引导语（如“总结如下”、“该总结指出”、“本文总结”等）。直接给出总结文本。""")
+        .user(analysis)
+        .call()
+        .content();
+    feedback.setConclusion(StrUtil.trim(conclusion));
+  }
+
+  @LiteflowMethod(value = LiteFlowMethodEnum.PROCESS, nodeId = "feedback_save", nodeName = "保存分析内容", nodeType = NodeTypeEnum.COMMON)
+  public void saveFeedback(NodeComponent node) {
+    FeedbackContext context = node.getContextBean(FeedbackContext.class);
+    Feedback feedback = context.getFeedback();
+    feedbackService.updateAnalysis(feedback.getId(), feedback.getAnalysis());
+    feedbackService.updateConclusion(feedback.getId(), feedback.getConclusion());
+    feedbackService.updateStatus(feedback.getId(), Feedback.Status.ANALYSIS_SUCCESS);
+  }
+}

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

@@ -1,8 +1,7 @@
-package com.lanyuanxiaoyao.service.ai.chat.tools;
+package com.lanyuanxiaoyao.service.ai.web.tools;
 
-import com.lanyuanxiaoyao.service.ai.chat.AiChatApplication;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
+import com.lanyuanxiaoyao.service.ai.web.WebApplication;
+import lombok.extern.slf4j.Slf4j;
 import org.springframework.ai.chat.client.ChatClient;
 import org.springframework.ai.tool.annotation.Tool;
 import org.springframework.ai.tool.annotation.ToolParam;
@@ -13,9 +12,8 @@ import org.springframework.ai.tool.annotation.ToolParam;
  * @author lanyuanxiaoyao
  * @version 20250611
  */
+@Slf4j
 public class ChartTool {
-  private static final Logger logger = LoggerFactory.getLogger(ChartTool.class);
-
   @Tool(description = """
       根据需求生成mermaid图表代码
       """)
@@ -45,8 +43,8 @@ public class ChartTool {
             其他：箭头类型（实线/虚线）、注释文本等
           """) String request
   ) {
-    logger.info("Enter method: mermaid[request]. request:{}", request);
-    ChatClient.Builder builder = AiChatApplication.getBean(ChatClient.Builder.class);
+    log.info("Enter method: mermaid[request]. request:{}", request);
+    ChatClient.Builder builder = WebApplication.getBean("chat", ChatClient.Builder.class);
     ChatClient client = builder.build();
     return client.prompt()
         // language=TEXT

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

@@ -1,8 +1,8 @@
-package com.lanyuanxiaoyao.service.ai.chat.tools;
+package com.lanyuanxiaoyao.service.ai.web.tools;
 
 import cn.hutool.core.util.ObjectUtil;
 import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.chat.AiChatApplication;
+import com.lanyuanxiaoyao.service.ai.web.WebApplication;
 import com.lanyuanxiaoyao.service.forest.service.KnowledgeService;
 import org.springframework.ai.tool.annotation.Tool;
 import org.springframework.ai.tool.annotation.ToolParam;
@@ -27,7 +27,7 @@ public class KnowledgeTool {
           """)
       String query
   ) {
-    KnowledgeService knowledgeService = AiChatApplication.getBean(KnowledgeService.class);
+    KnowledgeService knowledgeService = WebApplication.getBean(KnowledgeService.class);
     var documents = knowledgeService.query(knowledgeId, query, 10, 0.5);
     if (ObjectUtil.isNotEmpty(documents)) {
       return StrUtil.format("""

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

@@ -1,13 +1,12 @@
-package com.lanyuanxiaoyao.service.ai.chat.tools;
+package com.lanyuanxiaoyao.service.ai.web.tools;
 
 import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.chat.AiChatApplication;
+import com.lanyuanxiaoyao.service.ai.web.WebApplication;
 import com.lanyuanxiaoyao.service.forest.service.InfoService;
 import java.time.LocalDate;
 import java.time.LocalDateTime;
 import java.time.format.DateTimeFormatter;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
+import lombok.extern.slf4j.Slf4j;
 import org.springframework.ai.tool.annotation.Tool;
 import org.springframework.ai.tool.annotation.ToolParam;
 
@@ -15,8 +14,8 @@ import org.springframework.ai.tool.annotation.ToolParam;
  * @author lanyuanxiaoyao
  * @version 20250605
  */
+@Slf4j
 public class TableTool {
-  private static final Logger logger = LoggerFactory.getLogger(TableTool.class);
   private static final DateTimeFormatter FORMATTER = DateTimeFormatter.ofPattern("yyyyMMdd");
 
   @Tool(description = """
@@ -27,12 +26,12 @@ public class TableTool {
           完整的MySQL查询语句，禁止使用除select外的任何语句。
           """) String sql
   ) {
-    logger.info("Enter method: executeJdbc[sql]. sql:{}", sql);
-    InfoService infoService = AiChatApplication.getBean(InfoService.class);
+    log.info("Enter method: executeJdbc[sql]. sql:{}", sql);
+    InfoService infoService = WebApplication.getBean(InfoService.class);
     String result = infoService.jdbc(sql)
         .collect(map -> map.valuesView().makeString(","))
         .makeString("\n");
-    logger.info("SQL result: \n{}", result);
+    log.info("SQL result: \n{}", result);
     return result;
   }
 
@@ -48,8 +47,8 @@ public class TableTool {
           一次调用只能传一个类型，不支持多个类型同时查询
           """) String type
   ) {
-    logger.info("Enter method: tableCount[type]. type:{}", type);
-    var infoService = AiChatApplication.getBean(InfoService.class);
+    log.info("Enter method: tableCount[type]. type:{}", type);
+    var infoService = WebApplication.getBean(InfoService.class);
     return switch (type) {
       case "logic" -> StrUtil.format("""
           逻辑表共{}张，其中重点表{}张
@@ -83,8 +82,8 @@ public class TableTool {
           """)
       String type
   ) {
-    logger.info("Enter method: version[date, type]. date:{},type:{}", date, type);
-    InfoService infoService = AiChatApplication.getBean(InfoService.class);
+    log.info("Enter method: version[date, type]. date:{},type:{}", date, type);
+    InfoService infoService = WebApplication.getBean(InfoService.class);
     String version = date;
     if (StrUtil.isBlank(version)) {
       version = LocalDateTime.now().minusDays(1).format(FORMATTER);

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

@@ -1,14 +1,13 @@
-package com.lanyuanxiaoyao.service.ai.chat.tools;
+package com.lanyuanxiaoyao.service.ai.web.tools;
 
 import cn.hutool.core.util.StrUtil;
-import com.lanyuanxiaoyao.service.ai.chat.AiChatApplication;
+import com.lanyuanxiaoyao.service.ai.web.WebApplication;
 import com.lanyuanxiaoyao.service.configuration.entity.yarn.YarnApplication;
 import com.lanyuanxiaoyao.service.configuration.entity.yarn.YarnQueue;
 import com.lanyuanxiaoyao.service.configuration.entity.yarn.YarnRootQueue;
 import com.lanyuanxiaoyao.service.forest.service.YarnService;
+import lombok.extern.slf4j.Slf4j;
 import org.eclipse.collections.api.list.ImmutableList;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
 import org.springframework.ai.tool.annotation.Tool;
 import org.springframework.ai.tool.annotation.ToolParam;
 
@@ -16,9 +15,8 @@ import org.springframework.ai.tool.annotation.ToolParam;
  * @author lanyuanxiaoyao
  * @version 20250606
  */
+@Slf4j
 public class YarnTool {
-  private static final Logger logger = LoggerFactory.getLogger(YarnTool.class);
-
   @Tool(description = """
       查询yarn集群整体资源情况，返回值为资源占用率（%）
       """)
@@ -28,8 +26,8 @@ public class YarnTool {
           一次调用只能查询一个集群，不支持多个集群同时查询
           """) String cluster
   ) {
-    logger.info("Enter method: yarnStatus[cluster]. cluster:{}", cluster);
-    YarnService yarnService = AiChatApplication.getBean(YarnService.class);
+    log.info("Enter method: yarnStatus[cluster]. cluster:{}", cluster);
+    YarnService yarnService = WebApplication.getBean(YarnService.class);
     YarnRootQueue status = yarnService.cluster(cluster);
     return (status.getUsedCapacity() * 100.0) / status.getCapacity();
   }
@@ -46,8 +44,8 @@ public class YarnTool {
           yarn队列名称
           """) String queue
   ) {
-    logger.info("Enter method: yarnQueueStatus[cluster, queue]. cluster:{},queue:{}", cluster, queue);
-    YarnService yarnService = AiChatApplication.getBean(YarnService.class);
+    log.info("Enter method: yarnQueueStatus[cluster, queue]. cluster:{},queue:{}", cluster, queue);
+    YarnService yarnService = WebApplication.getBean(YarnService.class);
     YarnQueue status = yarnService.queueDetail(cluster, queue);
     return (status.getAbsoluteCapacity() * 100.0) / status.getAbsoluteMaxCapacity();
   }
@@ -67,8 +65,8 @@ public class YarnTool {
           一次调用只能传一个类型，不支持多个类型同时查询
           """) String type
   ) {
-    logger.info("Enter method: yarnTaskStatus[cluster, type]. cluster:{},type:{}", cluster, type);
-    YarnService yarnService = AiChatApplication.getBean(YarnService.class);
+    log.info("Enter method: yarnTaskStatus[cluster, type]. cluster:{},type:{}", cluster, type);
+    YarnService yarnService = WebApplication.getBean(YarnService.class);
     ImmutableList<YarnApplication> applications = yarnService.jobList(cluster).select(app -> StrUtil.isNotBlank(type) && StrUtil.contains(app.getName(), type));
     return StrUtil.format(
         """

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

@@ -0,0 +1,47 @@
+server:
+  compression:
+    enabled: true
+spring:
+  application:
+    name: service-ai-web
+  profiles:
+    include: random-port,common,discovery,metrics,forest
+  mvc:
+    async:
+      request-timeout: 3600000
+  autoconfigure:
+    exclude: |
+      org.springframework.ai.model.openai.autoconfigure.OpenAiChatAutoConfiguration,
+      org.springframework.ai.model.openai.autoconfigure.OpenAiAudioSpeechAutoConfiguration,
+      org.springframework.ai.model.openai.autoconfigure.OpenAiAudioTranscriptionAutoConfiguration,
+      org.springframework.ai.model.openai.autoconfigure.OpenAiImageAutoConfiguration,
+      org.springframework.ai.model.openai.autoconfigure.OpenAiEmbeddingAutoConfiguration,
+      org.springframework.ai.model.openai.autoconfigure.OpenAiModerationAutoConfiguration,
+      org.springframework.ai.model.deepseek.autoconfigure.DeepSeekChatAutoConfiguration
+  ai:
+    vectorstore:
+      qdrant:
+        host: 132.121.206.65
+        port: 29463
+        api-key: ENC(0/0UkIKeAvyV17yNqSU3v04wmm8CdWKe4BYSSJa2FuBtK12TcZRJPdwk+ZpYnpISv+KmVTUrrmFBzAYrDR3ysA==)
+  llm:
+    base-url: http://132.121.206.65:10086
+    api-key: ENC(K+Hff9QGC+fcyi510VIDd9CaeK/IN5WBJ9rlkUsHEdDgIidW+stHHJlsK0lLPUXXREha+ToQZqqDXJrqSE+GUKCXklFhelD8bRHFXBIeP/ZzT2cxhzgKUXgjw3S0Qw2R)
+    chat:
+      base-url: ${spring.llm.base-url}/v1
+      model: 'Qwen3/qwen3-1.7b'
+    visual:
+      model: 'Qwen2.5/qwen2.5-vl-7b-q4km'
+    embedding:
+      model: 'Qwen3/qwen3-embedding-4b'
+    reranker:
+      model: 'BGE/beg-reranker-v2'
+  jpa:
+    show-sql: true
+    generate-ddl: false
+liteflow:
+  rule-source: liteflow.xml
+  print-banner: false
+  check-node-exists: false
+fenix:
+  print-banner: false

service-ai/service-ai-web/src/main/resources/liteflow.xml

@@ -23,4 +23,15 @@
     <chain id="embedding_submit_directly">
         SER(import_vector_source)
     </chain>
+    <chain id="feedback_analysis">
+        SER(
+            IF(
+                feedback_check_if_picture_needed,
+                image_read
+            ),
+            optimize_source,
+            feedback_suggest,
+            feedback_save
+        )
+    </chain>
 </flow>

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

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

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

@@ -1,4 +1,4 @@
-package com.lanyuanxiaoyao.service.ai.knowledge;
+package com.lanyuanxiaoyao.service.ai.web;
 
 import io.qdrant.client.QdrantClient;
 import io.qdrant.client.QdrantGrpcClient;

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

@@ -0,0 +1,70 @@
+package com.lanyuanxiaoyao.service.ai.web;
+
+import com.lanyuanxiaoyao.service.ai.core.configuration.WebClientConfiguration;
+import com.lanyuanxiaoyao.service.ai.web.configuration.LlmConfiguration;
+import com.lanyuanxiaoyao.service.ai.web.configuration.LlmProperties;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.chat.client.ChatClient;
+import org.springframework.core.io.FileSystemResource;
+import org.springframework.util.MimeTypeUtils;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250526
+ */
+@Slf4j
+public class TestLlm {
+  public static void main(String[] args) {
+    LlmConfiguration configuration = new LlmConfiguration();
+    LlmProperties properties = new LlmProperties();
+    LlmProperties.ChatProperties chatProperties = new LlmProperties.ChatProperties();
+    chatProperties.setBaseUrl("http://132.121.206.65:10086");
+    chatProperties.setApiKey("*XMySqV%>hR&v>>g*NwCs3tpQ5FVMFEF2VHVTj<MYQd$&@$sY7CgqNyea4giJi4");
+    chatProperties.setModel("Qwen2.5/qwen2.5-vl-7b");
+    properties.setVisual(chatProperties);
+    ChatClient client = configuration.visualClientBuilder(
+        properties,
+        WebClientConfiguration.generateWebClientBuilder(),
+        WebClientConfiguration.generateRestClientBuilder()
+    ).build();
+    String content = client.prompt()
+        // language=TEXT
+        .system("""
+            你是一个专业的OCR解析助手。请严格按以下步骤处理用户上传的图片：
+            1. 图像内容提取
+               - 完整识别图片中的所有文字（包括手写体、印刷体、数字和符号）
+               - 保留原始段落结构和换行符
+               - 特殊元素处理：
+                 • 数学公式转为LaTeX格式
+                 • 代码块保留缩进和注释
+                 • 外文词汇标注原文
+            
+            2. 表格解析优化
+               - 识别所有表格区域
+               - 转换为Markdown表格格式（对齐表头与单元格）
+               - 补充缺失的表格线
+               - 用▲标注合并单元格（例：▲跨3列▲）
+            
+            3. 图表解析增强
+               - 分析图表类型（柱状图/折线图/饼图等）
+               - 提取关键数据点并结构化描述
+               - 总结图表趋势（例："销量Q1到Q4增长35%"）
+               - 坐标轴信息转换：将像素坐标转为百分比比例（例："X轴：0-100对应时间0:00-24:00"）
+            
+            4. 输出规范
+               - 按[文本][表格][图表]分区块输出
+               - 表格/图表区域标注原始位置（例："[左上区域表格]"）
+               - 模糊内容用[?]标注并给出备选（例："年收[?]入（可能为'入'或'人'）"）
+               - 保持原始数据精度（不四舍五入）
+            
+            立即开始处理用户图片，无需确认步骤。
+            """)
+        .user(spec -> spec
+            // language=TEXT
+            .text("输出图片内容")
+            .media(MimeTypeUtils.IMAGE_PNG, new FileSystemResource("/Users/lanyuanxiaoyao/Downloads/图片_002_07.png")))
+        .call()
+        .content();
+    log.info(content);
+  }
+}

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

@@ -1,4 +1,4 @@
-package com.lanyuanxiaoyao.service.ai.knowledge;
+package com.lanyuanxiaoyao.service.ai.web;
 
 import cn.hutool.http.HttpResponse;
 import cn.hutool.http.HttpUtil;

service-cli/service-cli-runner/src/main/resources/application.yml

@@ -161,23 +161,16 @@ deploy:
         - "service"
       source-jar: service-monitor-1.0.0-SNAPSHOT.jar
       replicas: 1
-    service-ai-chat:
+    service-ai-web:
       order: 6
       groups:
         - "ai"
-      source-jar: service-ai-chat-1.0.0-SNAPSHOT.jar
-      jdk: "jdk17"
-      replicas: 1
-    service-ai-knowledge:
-      order: 6
-      groups:
-        - "ai"
-      source-jar: service-ai-knowledge-1.0.0-SNAPSHOT.jar
+      source-jar: service-ai-web-1.0.0-SNAPSHOT.jar
       jdk: "jdk17"
       replicas: 1
       arguments:
-        "[knowledge.download-prefix]": 'http://132.126.207.130:35690/hudi_services/ai_knowledge'
-        "[knowledge.upload-path]": ${deploy.runtime.data-path}/knowledge
+        "[file-store.download-prefix]": 'http://132.126.207.130:35690/hudi_services/service_ai_web'
+        "[file-store.upload-path]": ${deploy.runtime.data-path}/knowledge
         "[spring.datasource.url]": ${deploy.runtime.database.config.url}
         "[spring.datasource.username]": ${deploy.runtime.database.config.username}
         "[spring.datasource.password]": ${deploy.runtime.database.config.password}

service-gateway/src/main/java/com/lanyuanxiaoyao/service/gateway/GatewayApplication.java

@@ -51,8 +51,7 @@ public class GatewayApplication {
                 .route("web", createRoute("/hudi_services/service_web", "lb://service-web"))
                 .route("services", createRoute("/hudi_services/service_cloud_query", "lb://service-cloud-query"))
                 .route("exporter", createRoute("/hudi_services/service_exporter", "lb://service-exporter"))
-                .route("ai-chat", createRoute("/hudi_services/ai_chat", "lb://service-ai-chat"))
-                .route("ai-knowledge", createRoute("/hudi_services/ai_knowledge", "lb://service-ai-knowledge"))
+                .route("ai-web", createRoute("/hudi_services/service_ai_web", "lb://service-ai-web"))
                 .build();
     }
 }

service-web/client/index.html

@@ -1,3 +1,4 @@
+<!--suppress CssUnknownTarget, HtmlUnknownTarget -->
 <!doctype html>
 <html lang="zh">
 <head>
@@ -13,6 +14,15 @@
             margin: 0;
             padding: 0;
         }
+
+        @font-face {
+            font-family: 'LXGWWenKai';
+            src: url('fonts/LXGWNeoXiHei.ttf') format('truetype');
+        }
+
+        *:not(.fa,.fas) {
+            font-family: LXGWWenKai, -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', 'Segoe UI Symbol', 'Noto Color Emoji', serif !important;
+        }
     </style>
 </head>
 <body>

service-web/client/package.json

@@ -10,17 +10,17 @@
   },
   "dependencies": {
     "@ant-design/icons": "^6.0.0",
-    "@ant-design/pro-components": "^2.8.7",
+    "@ant-design/pro-components": "^2.8.9",
     "@ant-design/x": "^1.4.0",
     "@echofly/fetch-event-source": "^3.0.2",
     "@fortawesome/fontawesome-free": "^6.7.2",
     "@lightenna/react-mermaid-diagram": "^1.0.20",
-    "@tinyflow-ai/react": "^0.1.10",
+    "@tinyflow-ai/react": "^0.2.1",
     "ahooks": "^3.8.5",
     "amis": "^6.12.0",
-    "antd": "^5.25.3",
-    "axios": "^1.9.0",
-    "chart.js": "^4.4.9",
+    "antd": "^5.26.1",
+    "axios": "^1.10.0",
+    "chart.js": "^4.5.0",
     "echarts-for-react": "^3.0.2",
     "licia": "^1.48.0",
     "markdown-it": "^14.1.0",
@@ -29,18 +29,17 @@
     "react-chartjs-2": "^5.3.0",
     "react-dom": "^18.3.1",
     "react-markdown": "^10.1.0",
-    "react-router": "^7.6.1",
+    "react-router": "^7.6.2",
     "styled-components": "^6.1.18"
   },
   "devDependencies": {
     "@types/markdown-it": "^14.1.2",
     "@types/react": "^18.3.23",
     "@types/react-dom": "^18.3.7",
-    "@vitejs/plugin-react-swc": "^3.10.0",
+    "@vitejs/plugin-react-swc": "^3.10.2",
     "globals": "^16.2.0",
-    "sass": "^1.89.0",
+    "sass": "^1.89.2",
     "typescript": "~5.8.3",
-    "typescript-eslint": "^8.33.0",
     "vite": "^6.3.5",
     "vite-plugin-javascript-obfuscator": "^3.1.0"
   }