feat(web): 增加编辑侧边栏关闭时保存节点数据

以后有需要再拆分

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

service-ai/database/service_ai_knowledge.sql

@@ -3,6 +3,7 @@ CREATE TABLE `service_ai_knowledge`
     `id`               bigint       NOT NULL,
     `vector_source_id` varchar(100) NOT NULL,
     `name`             varchar(100) NOT NULL,
+    `description`      longtext     NOT NULL,
     `strategy`         varchar(10)  NOT NULL,
     `created_time`     datetime     NOT NULL DEFAULT CURRENT_TIMESTAMP,
     `modified_time`    datetime     NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP,

service-ai/pom.xml

@@ -11,8 +11,7 @@
     <description>Hudi AI服务集合</description>
     <modules>
         <module>service-ai-core</module>
-        <module>service-ai-chat</module>
+        <module>service-ai-web</module>
-        <module>service-ai-knowledge</module>
         <module>service-ai-cli</module>
     </modules>
 
@@ -30,8 +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 -->
@@ -148,12 +160,22 @@
                 <artifactId>solon-ai-dialect-openai</artifactId>
                 <version>${solon-ai.version}</version>
             </dependency>
+            <dependency>
+                <groupId>org.mapstruct</groupId>
+                <artifactId>mapstruct</artifactId>
+                <version>${mapstruct.version}</version>
+            </dependency>
         </dependencies>
     </dependencyManagement>
 
     <build>
         <pluginManagement>
             <plugins>
+                <plugin>
+                    <groupId>org.apache.maven.plugins</groupId>
+                    <artifactId>maven-compiler-plugin</artifactId>
+                    <version>3.14.0</version>
+                </plugin>
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-source-plugin</artifactId>
@@ -162,7 +184,7 @@
                 <plugin>
                     <groupId>org.apache.maven.plugins</groupId>
                     <artifactId>maven-shade-plugin</artifactId>
-                    <version>3.3.0</version>
+                    <version>3.6.0</version>
                 </plugin>
                 <plugin>
                     <groupId>org.springframework.boot</groupId>

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

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

service-ai/service-ai-chat/src/main/java/com/lanyuanxiaoyao/service/ai/chat/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/qwen3-1.7b'
-  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/TestModel.java

@@ -1,169 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat;
-
-import cn.hutool.core.util.StrUtil;
-import java.io.IOException;
-import java.net.http.HttpClient;
-import java.time.Duration;
-import java.util.Arrays;
-import java.util.List;
-import org.noear.solon.ai.rag.Document;
-import org.noear.solon.ai.reranking.RerankingModel;
-import org.springframework.ai.chat.client.ChatClient;
-import org.springframework.ai.document.MetadataMode;
-import org.springframework.ai.embedding.EmbeddingModel;
-import org.springframework.ai.openai.OpenAiChatModel;
-import org.springframework.ai.openai.OpenAiChatOptions;
-import org.springframework.ai.openai.OpenAiEmbeddingModel;
-import org.springframework.ai.openai.OpenAiEmbeddingOptions;
-import org.springframework.ai.openai.api.OpenAiApi;
-import org.springframework.core.io.FileSystemResource;
-import org.springframework.http.client.JdkClientHttpRequestFactory;
-import org.springframework.http.client.reactive.JdkClientHttpConnector;
-import org.springframework.util.MimeTypeUtils;
-import org.springframework.web.client.RestClient;
-import org.springframework.web.reactive.function.client.WebClient;
-
-/**
- * @author lanyuanxiaoyao
- * @version 20250514
- */
-public class TestModel {
-  public static void main(String[] args) throws IOException {
-    // testChatModel();
-    testVisualModel();
-    testEmbeddingModel();
-    testRerankingModel();
-  }
-
-  private static void testChatModel() {
-    for (String model : List.of(
-        "Qwen3/qwen3-0.6b",
-        "Qwen3/qwen3-1.7b",
-        "Qwen3/qwen3-4b",
-        "Qwen3/qwen3-4b-q4km",
-        "Qwen3/qwen3-8b-q4km"
-    )) {
-      System.out.println(model);
-      long start = System.currentTimeMillis();
-      ChatClient client = chatClient(model);
-      String content = client.prompt()
-          .user("你好，详细介绍一下是谁，能帮我做什么？")
-          .call()
-          .content();
-      System.out.println(content.length() * 1000.0 / (System.currentTimeMillis() - start));
-    }
-  }
-
-  private static void testVisualModel() {
-    for (String model : List.of(
-        "Qwen2.5/qwen2.5-vl-7b",
-        "Qwen2.5/qwen2.5-vl-7b-q4km",
-        "Qwen2.5/qwen2.5-vl-3b-instruct",
-        "Qwen2.5/qwen2.5-vl-7b-instruct",
-        "MiniCPM/minicpm-o-2.6-7.6b",
-        "MiniCPM/minicpm-o-2.6-7.6b-q4km"
-
-    )) {
-      ChatClient client = chatClient(model);
-      String content = client.prompt()
-          .user(spec -> spec.text("根据图片中的内容编一个童话小故事").media(MimeTypeUtils.IMAGE_PNG, new FileSystemResource("/Users/lanyuanxiaoyao/Pictures/deepseek.png")))
-          .call()
-          .content();
-      System.out.println(StrUtil.trim(content));
-    }
-  }
-
-  private static void testEmbeddingModel() {
-    for (String model : List.of(
-        "Qwen3/qwen3-embedding-0.6b",
-        "Qwen3/qwen3-embedding-4b",
-        "Qwen3/qwen3-embedding-4b-q4km",
-        "Qwen3/qwen3-embedding-8b-q4km",
-        "BGE/bge-m3",
-        "BGE/bge-m3-q4km"
-    )) {
-      EmbeddingModel embeddingModel = embeddingModel(model);
-      float[] worlds = embeddingModel.embed("Hello world");
-      System.out.println(Arrays.toString(worlds));
-    }
-  }
-
-  private static void testRerankingModel() throws IOException {
-    for (String model : List.of(
-        "BGE/beg-reranker-v2",
-        "BGE/beg-reranker-v2-q4km"
-    )) {
-      System.out.println(model);
-      RerankingModel rerankingModel = rerankingModel(model);
-      List<Document> list = rerankingModel.rerank(
-          "你好",
-          List.of(
-              new Document("go go go，滚犊子"),
-              new Document("我是tom，你最近过得好吗？"),
-              new Document("666，你就是大聪明")
-          )
-      );
-      list.forEach(System.out::println);
-    }
-  }
-
-  private static ChatClient chatClient(String model) {
-    return ChatClient.builder(
-            OpenAiChatModel.builder()
-                .openAiApi(
-                    OpenAiApi.builder()
-                        .baseUrl("http://132.121.206.65:10086")
-                        .apiKey("*XMySqV%>hR&v>>g*NwCs3tpQ5FVMFEF2VHVTj<MYQd$&@$sY7CgqNyea4giJi4")
-                        .restClientBuilder(restClientBuilder())
-                        .webClientBuilder(webClientBuilder())
-                        .build()
-                )
-                .defaultOptions(
-                    OpenAiChatOptions.builder()
-                        .model(model)
-                        .build()
-                )
-                .build()
-        )
-        .build();
-  }
-
-  private static EmbeddingModel embeddingModel(String model) {
-    return new OpenAiEmbeddingModel(
-        OpenAiApi.builder()
-            .baseUrl("http://132.121.206.65:10086")
-            .apiKey("*XMySqV%>hR&v>>g*NwCs3tpQ5FVMFEF2VHVTj<MYQd$&@$sY7CgqNyea4giJi4")
-            .restClientBuilder(restClientBuilder())
-            .webClientBuilder(webClientBuilder())
-            .build(),
-        MetadataMode.EMBED,
-        OpenAiEmbeddingOptions.builder()
-            .model(model)
-            .build()
-    );
-  }
-
-  private static RerankingModel rerankingModel(String model) {
-    return RerankingModel.of("http://132.121.206.65:10086/v1/rerank")
-        .model(model)
-        .apiKey("*XMySqV%>hR&v>>g*NwCs3tpQ5FVMFEF2VHVTj<MYQd$&@$sY7CgqNyea4giJi4")
-        .timeout(Duration.ofMinutes(10))
-        .build();
-  }
-
-  private static HttpClient httpClient() {
-    return HttpClient.newBuilder()
-        .version(HttpClient.Version.HTTP_1_1)
-        .build();
-  }
-
-  private static RestClient.Builder restClientBuilder() {
-    return RestClient.builder()
-        .requestFactory(new JdkClientHttpRequestFactory(httpClient()));
-  }
-
-  private static WebClient.Builder webClientBuilder() {
-    return WebClient.builder()
-        .clientConnector(new JdkClientHttpConnector(httpClient()));
-  }
-}

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

@@ -1,73 +0,0 @@
-package com.lanyuanxiaoyao.service.ai.chat;
-
-import cn.hutool.core.util.StrUtil;
-import java.net.http.HttpClient;
-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.ai.tool.annotation.Tool;
-import org.springframework.ai.tool.annotation.ToolParam;
-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 20250613
- */
-public class TestSpringAiTools {
-  public static void main(String[] args) {
-    ChatClient client = ChatClient.builder(
-            OpenAiChatModel.builder()
-                .openAiApi(
-                    OpenAiApi.builder()
-                        .baseUrl("http://132.121.206.65:10086")
-                        .apiKey("*XMySqV%>hR&v>>g*NwCs3tpQ5FVMFEF2VHVTj<MYQd$&@$sY7CgqNyea4giJi4")
-                        .restClientBuilder(restClientBuilder())
-                        .webClientBuilder(webClientBuilder())
-                        .build()
-                )
-                .defaultOptions(
-                    OpenAiChatOptions.builder()
-                        .model("Qwen3/qwen3-1.7b")
-                        .build()
-                )
-                .build()
-        )
-        .build();
-    Disposable disposable = client.prompt()
-        .tools(new TestTool())
-        .user("调用submit工具生成一个关于「猪」的笑话")
-        .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()));
-  }
-
-  public static final class TestTool {
-    @Tool(description = "传入任意动物名称，返回一个关于这个动物的笑话")
-    public String submit(@ToolParam(description = "动物名称") String animalName) {
-      return StrUtil.format("{}掉沟里了", animalName);
-    }
-  }
-}

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

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

service-ai/service-ai-core/src/main/java/com/lanyuanxiaoyao/service/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()
+    return generateRestClientBuilder();
-        .requestFactory(new JdkClientHttpRequestFactory(httpClient()));
   }
 
   @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/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/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/qwen3-1.7b'
-      embedding:
-        options:
-          model: 'Qwen3/qwen3-embedding-4b'
-    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>
@@ -26,6 +26,10 @@
             <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>
@@ -66,6 +70,32 @@
 
     <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>
+                    </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

@@ -1,7 +1,9 @@
-package com.lanyuanxiaoyao.service.ai.chat;
+package com.lanyuanxiaoyao.service.ai.web;
 
 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;
@@ -9,29 +11,39 @@ import org.springframework.cloud.client.discovery.EnableDiscoveryClient;
 import org.springframework.context.ApplicationContext;
 import org.springframework.context.ApplicationContextAware;
 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
+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/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/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.web.configuration.FileStoreProperties;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.DataFileVO;
+import com.lanyuanxiaoyao.service.ai.web.entity.vo.DataFileVO;
-import com.lanyuanxiaoyao.service.ai.knowledge.service.DataFileService;
+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 FileStoreProperties fileStoreProperties;
-
-  private final KnowledgeConfiguration knowledgeConfiguration;
   private final DataFileService dataFileService;
   private final String uploadFolderPath;
   private final String cacheFolderPath;
   private final String sliceFolderPath;
 
-  public DataFileController(KnowledgeConfiguration knowledgeConfiguration, DataFileService dataFileService) {
+  public DataFileController(FileStoreProperties fileStoreProperties, DataFileService dataFileService) {
-    this.knowledgeConfiguration = knowledgeConfiguration;
+    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));
@@ -79,7 +80,7 @@ public class DataFileController {
   }
 
   @GetMapping("/download/{id}")
-  public void download(@PathVariable Long id, HttpServletResponse response) throws IOException {
+  public void download(@PathVariable("id") Long id, HttpServletResponse response) throws IOException {
     DataFileVO dataFile = dataFileService.downloadFile(id);
     File targetFile = new File(dataFile.getPath());
     response.setHeader("Content-Type", dataFile.getType());
@@ -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() {
+    @Data
-      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 +
-             '}';
-    }
-
     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.web.configuration.Prompts;
-import com.lanyuanxiaoyao.service.ai.chat.entity.MessageVO;
+import com.lanyuanxiaoyao.service.ai.web.entity.vo.MessageVO;
-import com.lanyuanxiaoyao.service.ai.chat.tools.ChartTool;
+import com.lanyuanxiaoyao.service.ai.web.tools.ChartTool;
-import com.lanyuanxiaoyao.service.ai.chat.tools.KnowledgeTool;
+import com.lanyuanxiaoyao.service.ai.web.tools.TableTool;
-import com.lanyuanxiaoyao.service.ai.chat.tools.TableTool;
+import com.lanyuanxiaoyao.service.ai.web.tools.YarnTool;
-import com.lanyuanxiaoyao.service.ai.chat.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();
+    httpResponse.setHeader("X-Accel-Buffering", "no");
-    buildRequest(knowledgeId, messages)
+
-        .stream()
+    SseEmitter emitter = new SseEmitter(20 * 60 * 1000L);
-        .chatResponse()
+    ExecutorProvider.EXECUTORS.submit(() -> {
-        .subscribe(
+      buildRequest(messages)
-            response -> {
+          .stream()
-              try {
+          .chatResponse()
-                emitter.send(toMessage(response));
+          .subscribe(
-              } catch (IOException e) {
+              response -> {
-                emitter.completeWithError(e);
+                try {
-                throw new RuntimeException(e);
+                  emitter.send(
-              }
+                      SseEmitter.event()
-            },
+                          .data(toMessage(response))
-            emitter::completeWithError,
+                          .reconnectTime(5 * 1000L)
-            emitter::complete
+                          .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 +1,89 @@
+package com.lanyuanxiaoyao.service.ai.web.controller.feedback;
+
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisCrudResponse;
+import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
+import com.lanyuanxiaoyao.service.ai.web.configuration.FileStoreProperties;
+import com.lanyuanxiaoyao.service.ai.web.entity.Feedback;
+import com.lanyuanxiaoyao.service.ai.web.service.feedback.FeedbackService;
+import lombok.Data;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.factory.Lists;
+import org.eclipse.collections.api.list.ImmutableList;
+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;
+
+@Slf4j
+@RestController
+@RequestMapping("feedback")
+public class FeedbackController {
+  private final FileStoreProperties fileStoreProperties;
+  private final FeedbackService feedbackService;
+
+  public FeedbackController(FileStoreProperties fileStoreProperties, FeedbackService feedbackService) {
+    this.fileStoreProperties = fileStoreProperties;
+    this.feedbackService = feedbackService;
+  }
+
+  @PostMapping("add")
+  public void add(@RequestBody CreateItem item) {
+    feedbackService.add(item.source, ObjectUtil.defaultIfNull(item.pictures, Lists.immutable.empty()));
+  }
+
+  @GetMapping("list")
+  public AmisCrudResponse list() {
+    return AmisResponse.responseCrudData(feedbackService.list().collect(feedback -> new ListItem(fileStoreProperties, feedback)));
+  }
+
+  @GetMapping("delete")
+  public void delete(@RequestParam("id") Long id) {
+    feedbackService.remove(id);
+  }
+
+  @GetMapping("reanalysis")
+  public void reanalysis(@RequestParam("id") Long id) {
+    feedbackService.reanalysis(id);
+  }
+
+  @PostMapping("conclude")
+  public void conclude(@RequestBody ConcludeItem item) {
+    feedbackService.updateConclusion(item.getId(), item.getConclusion());
+  }
+
+  @Data
+  public static final class CreateItem {
+    private String source;
+    private ImmutableList<Long> pictures;
+  }
+
+  @Data
+  public static final class ConcludeItem {
+    private Long id;
+    private String conclusion;
+  }
+
+  @Data
+  public static final class ListItem {
+    private Long id;
+    private String source;
+    private ImmutableList<String> pictures;
+    private Feedback.Status status;
+    private String analysis;
+    private String conclusion;
+
+    public ListItem(FileStoreProperties fileStoreProperties, Feedback feedback) {
+      this.id = feedback.getId();
+      this.source = feedback.getSource();
+      this.pictures = feedback.getPictureIds()
+          .collect(id -> StrUtil.format("{}/upload/download/{}", fileStoreProperties.getDownloadPrefix(), id));
+      this.status = feedback.getStatus();
+      this.analysis = feedback.getAnalysis();
+      this.conclusion = feedback.getConclusion();
+    }
+  }
+}

service-ai/service-ai-web/src/main/java/com/lanyuanxiaoyao/service/ai/web/controller/knowledge/GroupController.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.GroupService;
+import com.lanyuanxiaoyao.service.ai.web.service.knowledge.GroupService;
 import java.util.concurrent.ExecutionException;
-import org.slf4j.Logger;
+import lombok.extern.slf4j.Slf4j;
-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;
@@ -14,11 +13,10 @@ import org.springframework.web.bind.annotation.RestController;
  * @author lanyuanxiaoyao
  * @version 20250528
  */
+@Slf4j
 @RestController
-@RequestMapping("group")
+@RequestMapping("knowledge/group")
 public class GroupController {
-  private static final Logger logger = LoggerFactory.getLogger(GroupController.class);
-
   private final GroupService groupService;
 
   public GroupController(GroupService groupService) {

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

@@ -1,17 +1,16 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.controller;
+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.knowledge.entity.vo.SegmentVO;
+import com.lanyuanxiaoyao.service.ai.web.entity.vo.SegmentVO;
-import com.lanyuanxiaoyao.service.ai.knowledge.service.EmbeddingService;
+import com.lanyuanxiaoyao.service.ai.web.service.EmbeddingService;
-import com.lanyuanxiaoyao.service.ai.knowledge.service.KnowledgeBaseService;
+import com.lanyuanxiaoyao.service.ai.web.service.knowledge.KnowledgeBaseService;
 import java.io.IOException;
 import java.util.concurrent.ExecutionException;
+import lombok.extern.slf4j.Slf4j;
 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;
@@ -23,11 +22,10 @@ import org.springframework.web.bind.annotation.RestController;
  * @author lanyuanxiaoyao
  * @version 20250515
  */
+@Slf4j
 @RestController
 @RequestMapping("knowledge")
 public class KnowledgeBaseController {
-  private static final Logger logger = LoggerFactory.getLogger(KnowledgeBaseController.class);
-
   private final KnowledgeBaseService knowledgeBaseService;
   private final EmbeddingService embeddingService;
 
@@ -39,9 +37,18 @@ public class KnowledgeBaseController {
   @PostMapping("add")
   public void add(
       @RequestParam("name") String name,
+      @RequestParam("description") String description,
       @RequestParam("strategy") String strategy
   ) throws ExecutionException, InterruptedException {
-    knowledgeBaseService.add(name, strategy);
+    knowledgeBaseService.add(name, description, strategy);
+  }
+
+  @PostMapping("update_description")
+  public void updateDescription(
+      @RequestParam("id") Long id,
+      @RequestParam("description") String description
+  ) {
+    knowledgeBaseService.updateDescription(id, description);
   }
 
   @GetMapping("name")

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 lombok.extern.slf4j.Slf4j;
-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;
@@ -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/Feedback.java

@@ -0,0 +1,22 @@
+package com.lanyuanxiaoyao.service.ai.web.entity;
+
+import lombok.Data;
+import org.eclipse.collections.api.list.ImmutableList;
+
+@Data
+public class Feedback {
+  private Long id;
+  private String source;
+  private ImmutableList<Long> pictureIds;
+  private String analysis;
+  private String conclusion;
+  private Status status;
+  private Long createdTime;
+  private Long modifiedTime;
+
+  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 +1,16 @@
+package com.lanyuanxiaoyao.service.ai.web.entity;
+
+import lombok.Data;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250527
+ */
+@Data
+public class Group {
+  private Long id;
+  private String name;
+  private String status;
+  private Long createdTime;
+  private Long modifiedTime;
+}

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

@@ -0,0 +1,18 @@
+package com.lanyuanxiaoyao.service.ai.web.entity;
+
+import lombok.Data;
+
+/**
+ * @author lanyuanxiaoyao
+ * @version 20250522
+ */
+@Data
+public class Knowledge {
+  private Long id;
+  private Long vectorSourceId;
+  private String name;
+  private String description;
+  private String strategy;
+  private Long createdTime;
+  private Long modifiedTime;
+}

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/DataFileVO.java

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

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

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

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

@@ -1,11 +1,9 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
+package com.lanyuanxiaoyao.service.ai.web.service;
 
 import club.kingon.sql.builder.SqlBuilder;
-import cn.hutool.core.util.IdUtil;
+import com.lanyuanxiaoyao.service.ai.core.configuration.SnowflakeId;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.DataFileVO;
+import com.lanyuanxiaoyao.service.ai.web.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;
@@ -16,7 +14,6 @@ import org.springframework.transaction.annotation.Transactional;
  */
 @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;
@@ -47,7 +44,7 @@ public class DataFileService {
 
   @Transactional(rollbackFor = Exception.class)
   public Long initialDataFile(String filename) {
-    long id = IdUtil.getSnowflakeNextId();
+    long id = SnowflakeId.next();
     template.update(
         SqlBuilder.insertInto(DATA_FILE_TABLE_NAME, "id", "filename")
             .values()

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

@@ -1,12 +1,14 @@
-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.web.entity.Knowledge;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.Knowledge;
+import com.lanyuanxiaoyao.service.ai.web.entity.context.EmbeddingContext;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.DataFileVO;
+import com.lanyuanxiaoyao.service.ai.web.entity.vo.DataFileVO;
+import com.lanyuanxiaoyao.service.ai.web.service.knowledge.GroupService;
+import com.lanyuanxiaoyao.service.ai.web.service.knowledge.KnowledgeBaseService;
 import com.yomahub.liteflow.core.FlowExecutor;
 import java.nio.charset.StandardCharsets;
 import java.util.HashMap;
@@ -15,8 +17,6 @@ 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 +26,6 @@ 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;

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

@@ -0,0 +1,160 @@
+package com.lanyuanxiaoyao.service.ai.web.service.feedback;
+
+import club.kingon.sql.builder.SqlBuilder;
+import cn.hutool.core.lang.Assert;
+import cn.hutool.core.util.EnumUtil;
+import cn.hutool.core.util.ObjectUtil;
+import cn.hutool.core.util.StrUtil;
+import com.lanyuanxiaoyao.service.ai.core.configuration.SnowflakeId;
+import com.lanyuanxiaoyao.service.ai.web.entity.Feedback;
+import com.lanyuanxiaoyao.service.ai.web.entity.context.FeedbackContext;
+import com.lanyuanxiaoyao.service.common.Constants;
+import com.yomahub.liteflow.core.FlowExecutor;
+import java.util.List;
+import java.util.concurrent.TimeUnit;
+import java.util.stream.Collectors;
+import lombok.extern.slf4j.Slf4j;
+import org.eclipse.collections.api.factory.Lists;
+import org.eclipse.collections.api.list.ImmutableList;
+import org.springframework.jdbc.core.JdbcTemplate;
+import org.springframework.jdbc.core.RowMapper;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+@Slf4j
+@Service
+public class FeedbackService {
+  public static final String FEEDBACK_TABLE_NAME = Constants.DATABASE_NAME + ".service_ai_feedback";
+  public static final String[] FEEDBACK_COLUMNS = new String[]{"id", "source", "conclusion", "analysis", "pictures", "status", "created_time", "modified_time"};
+  private static final RowMapper<Feedback> feedbackMapper = (rs, row) -> {
+    Feedback feedback = new Feedback();
+    feedback.setId(rs.getLong(1));
+    feedback.setSource(rs.getString(2));
+    feedback.setConclusion(rs.getString(3));
+    feedback.setAnalysis(rs.getString(4));
+    feedback.setPictureIds(
+        StrUtil.isBlank(rs.getString(5))
+            ? Lists.immutable.empty()
+            : Lists.immutable.ofAll(StrUtil.split(rs.getString(5), ",")).collect(Long::parseLong)
+    );
+    feedback.setStatus(EnumUtil.fromString(Feedback.Status.class, rs.getString(6)));
+    feedback.setCreatedTime(rs.getTimestamp(7).getTime());
+    feedback.setModifiedTime(rs.getTimestamp(8).getTime());
+    return feedback;
+  };
+  private final JdbcTemplate template;
+  private final FlowExecutor executor;
+
+  @SuppressWarnings("SpringJavaInjectionPointsAutowiringInspection")
+  public FeedbackService(JdbcTemplate template, FlowExecutor executor) {
+    this.template = template;
+    this.executor = executor;
+  }
+
+  @Scheduled(initialDelay = 1, fixedDelay = 1, timeUnit = TimeUnit.MINUTES)
+  public void analysis() {
+    List<Feedback> feedbacks = template.query(
+        SqlBuilder.select(FEEDBACK_COLUMNS)
+            .from(FEEDBACK_TABLE_NAME)
+            .whereEq("status", Feedback.Status.ANALYSIS_PROCESSING.name())
+            .build(),
+        feedbackMapper
+    );
+    for (Feedback feedback : feedbacks) {
+      FeedbackContext context = new FeedbackContext();
+      context.setFeedback(feedback);
+      executor.execute2Resp("feedback_analysis", null, context);
+    }
+  }
+
+  public Feedback get(Long id) {
+    return template.queryForObject(
+        SqlBuilder.select(FEEDBACK_COLUMNS)
+            .from(FEEDBACK_TABLE_NAME)
+            .whereEq("id", id)
+            .build(),
+        feedbackMapper
+    );
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void add(String source, ImmutableList<Long> pictureIds) {
+    template.update(
+        SqlBuilder.insertInto(FEEDBACK_TABLE_NAME, "id", "source", "pictures")
+            .values()
+            .addValue("?", "?", "?")
+            .precompileSql(),
+        SnowflakeId.next(),
+        source,
+        ObjectUtil.isEmpty(pictureIds) ? null : pictureIds.makeString(",")
+    );
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void updateAnalysis(Long id, String analysis) {
+    Assert.notNull(id, "ID cannot be null");
+    template.update(
+        SqlBuilder.update(FEEDBACK_TABLE_NAME)
+            .set("analysis", "?")
+            .whereEq("id", "?")
+            .precompileSql(),
+        analysis,
+        id
+    );
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void updateConclusion(Long id, String conclusion) {
+    Assert.notNull(id, "ID cannot be null");
+    template.update(
+        SqlBuilder.update(FEEDBACK_TABLE_NAME)
+            .set("conclusion", "?")
+            .whereEq("id", "?")
+            .precompileSql(),
+        conclusion,
+        id
+    );
+    updateStatus(id, Feedback.Status.FINISHED);
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void updateStatus(Long id, Feedback.Status status) {
+    Assert.notNull(id, "ID cannot be null");
+    template.update(
+        SqlBuilder.update(FEEDBACK_TABLE_NAME)
+            .set("status", "?")
+            .whereEq("id", "?")
+            .precompileSql(),
+        status.name(),
+        id
+    );
+  }
+
+  public ImmutableList<Feedback> list() {
+    return template.query(
+            SqlBuilder.select(FEEDBACK_COLUMNS)
+                .from(FEEDBACK_TABLE_NAME)
+                .orderByDesc("created_time")
+                .build(),
+            feedbackMapper
+        )
+        .stream()
+        .collect(Collectors.toCollection(Lists.mutable::empty))
+        .toImmutable();
+  }
+
+  @Transactional(rollbackFor = Exception.class)
+  public void remove(Long id) {
+    template.update(
+        SqlBuilder.delete(FEEDBACK_TABLE_NAME)
+            .whereEq("id", id)
+            .build()
+    );
+  }
+
+  @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

@@ -1,10 +1,10 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
+package com.lanyuanxiaoyao.service.ai.web.service.knowledge;
 
 import club.kingon.sql.builder.SqlBuilder;
 import club.kingon.sql.builder.entry.Alias;
 import club.kingon.sql.builder.entry.Column;
-import cn.hutool.core.util.IdUtil;
+import com.lanyuanxiaoyao.service.ai.core.configuration.SnowflakeId;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.Group;
+import com.lanyuanxiaoyao.service.ai.web.entity.Group;
 import com.lanyuanxiaoyao.service.common.Constants;
 import io.qdrant.client.ConditionFactory;
 import io.qdrant.client.QdrantClient;
@@ -13,8 +13,6 @@ 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.jdbc.core.JdbcTemplate;
 import org.springframework.jdbc.core.RowMapper;
@@ -28,10 +26,9 @@ import org.springframework.transaction.annotation.Transactional;
 @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.setId(rs.getLong(1));
     vo.setName(rs.getString(2));
     vo.setStatus(rs.getString(3));
     vo.setCreatedTime(rs.getTimestamp(4).getTime());
@@ -60,7 +57,7 @@ public class GroupService {
 
   @Transactional(rollbackFor = Exception.class)
   public Long add(Long knowledgeId, String name) {
-    long id = IdUtil.getSnowflakeNextId();
+    long id = SnowflakeId.next();
     template.update(
         SqlBuilder.insertInto(GROUP_TABLE_NAME, "id", "knowledge_id", "name", "status")
             .values()

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

@@ -1,23 +1,19 @@
-package com.lanyuanxiaoyao.service.ai.knowledge.service;
+package com.lanyuanxiaoyao.service.ai.web.service.knowledge;
 
 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.core.configuration.SnowflakeId;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.KnowledgeVO;
+import com.lanyuanxiaoyao.service.ai.web.entity.Knowledge;
+import com.lanyuanxiaoyao.service.ai.web.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;
@@ -35,34 +31,33 @@ import org.springframework.transaction.annotation.Transactional;
 @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);
+  public static final String[] KNOWLEDGE_COLUMNS = new String[]{"id", "vector_source_id", "name", "description", "strategy", "created_time", "modified_time"};
   private static final RowMapper<Knowledge> knowledgeMapper = (rs, row) -> {
     Knowledge knowledge = new Knowledge();
     knowledge.setId(rs.getLong(1));
     knowledge.setVectorSourceId(rs.getLong(2));
     knowledge.setName(rs.getString(3));
-    knowledge.setStrategy(rs.getString(4));
+    knowledge.setDescription(rs.getString(4));
-    knowledge.setCreatedTime(rs.getTimestamp(5).getTime());
+    knowledge.setStrategy(rs.getString(5));
-    knowledge.setModifiedTime(rs.getTimestamp(6).getTime());
+    knowledge.setCreatedTime(rs.getTimestamp(6).getTime());
+    knowledge.setModifiedTime(rs.getTimestamp(7).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) {
+  public KnowledgeBaseService(JdbcTemplate template, EmbeddingModel model, VectorStore vectorStore, GroupService groupService) {
     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")
+        SqlBuilder.select(KNOWLEDGE_COLUMNS)
             .from(KNOWLEDGE_TABLE_NAME)
             .whereEq("id", "?")
             .precompileSql(),
@@ -72,7 +67,7 @@ public class KnowledgeBaseService {
   }
 
   @Transactional(rollbackFor = Exception.class)
-  public void add(String name, String strategy) throws ExecutionException, InterruptedException {
+  public void add(String name, String description, String strategy) throws ExecutionException, InterruptedException {
     Integer count = template.queryForObject(
         SqlBuilder.select("count(*)")
             .from(KNOWLEDGE_TABLE_NAME)
@@ -85,16 +80,17 @@ public class KnowledgeBaseService {
       throw new RuntimeException("名称已存在");
     }
 
-    long id = IdUtil.getSnowflakeNextId();
+    long id = SnowflakeId.next();
-    long vectorSourceId = IdUtil.getSnowflakeNextId();
+    long vectorSourceId = SnowflakeId.next();
     template.update(
-        SqlBuilder.insertInto(KNOWLEDGE_TABLE_NAME, "id", "vector_source_id", "name", "strategy")
+        SqlBuilder.insertInto(KNOWLEDGE_TABLE_NAME, "id", "vector_source_id", "name", "description", "strategy")
             .values()
-            .addValue("?", "?", "?", "?")
+            .addValue("?", "?", "?", "?", "?")
             .precompileSql(),
         id,
         vectorSourceId,
         name,
+        description,
         strategy
     );
     client.createCollectionAsync(
@@ -106,6 +102,18 @@ public class KnowledgeBaseService {
     ).get();
   }
 
+  @Transactional(rollbackFor = Exception.class)
+  public void updateDescription(Long id, String description) {
+    template.update(
+        SqlBuilder.update(KNOWLEDGE_TABLE_NAME)
+            .set("description", "?")
+            .whereEq("id", "?")
+            .precompileSql(),
+        description,
+        id
+    );
+  }
+
   public String getName(Long id) {
     return template.queryForObject(
         SqlBuilder.select("name")
@@ -119,7 +127,7 @@ public class KnowledgeBaseService {
 
   public ImmutableList<KnowledgeVO> list() {
     return template.query(
-            SqlBuilder.select("id", "vector_source_id", "name", "strategy", "created_time", "modified_time")
+            SqlBuilder.select(KNOWLEDGE_COLUMNS)
                 .from(KNOWLEDGE_TABLE_NAME)
                 .orderByDesc("created_time")
                 .build(),
@@ -130,9 +138,10 @@ public class KnowledgeBaseService {
           try {
             Collections.CollectionInfo info = client.getCollectionInfoAsync(String.valueOf(knowledge.getVectorSourceId())).get();
             KnowledgeVO vo = new KnowledgeVO();
-            vo.setId(String.valueOf(knowledge.getId()));
+            vo.setId(knowledge.getId());
-            vo.setVectorSourceId(String.valueOf(knowledge.getVectorSourceId()));
+            vo.setVectorSourceId(knowledge.getVectorSourceId());
             vo.setName(knowledge.getName());
+            vo.setDescription(knowledge.getDescription());
             vo.setPoints(info.getPointsCount());
             vo.setSegments(info.getSegmentsCount());
             vo.setStatus(info.getStatus().name());
@@ -171,7 +180,7 @@ public class KnowledgeBaseService {
       String text,
       Integer limit,
       Double threshold
-  ) throws ExecutionException, InterruptedException, IOException {
+  ) throws ExecutionException, InterruptedException {
     Knowledge knowledge = get(id);
     Boolean exists = client.collectionExistsAsync(String.valueOf(knowledge.getVectorSourceId())).get();
     if (!exists) {
@@ -188,13 +197,6 @@ public class KnowledgeBaseService {
             .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-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.web.entity.Knowledge;
-import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.SegmentVO;
+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;
 

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 lombok.extern.slf4j.Slf4j;
-import org.slf4j.LoggerFactory;
 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.Builder chatClientBuilder;
-
-  private final ChatClient chatClient;
   private final QdrantClient qdrantClient;
   private final EmbeddingModel embeddingModel;
 
-  public EmbeddingNodes(ChatClient.Builder builder, VectorStore vectorStore, EmbeddingModel embeddingModel) {
+  public EmbeddingNodes(@Qualifier("chat") ChatClient.Builder builder, VectorStore vectorStore, EmbeddingModel embeddingModel) {
-    this.chatClient = builder.build();
+    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.Feedback;
+import com.lanyuanxiaoyao.service.ai.web.entity.context.FeedbackContext;
+import com.lanyuanxiaoyao.service.ai.web.entity.vo.DataFileVO;
+import com.lanyuanxiaoyao.service.ai.web.service.DataFileService;
+import com.lanyuanxiaoyao.service.ai.web.service.feedback.FeedbackService;
+import com.yomahub.liteflow.annotation.LiteflowComponent;
+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.getPictureIds());
+  }
+
+  @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 (Long pictureId : feedback.getPictureIds()) {
+      DataFileVO file = dataFileService.downloadFile(pictureId);
+      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 com.lanyuanxiaoyao.service.ai.web.WebApplication;
-import org.slf4j.Logger;
+import lombok.extern.slf4j.Slf4j;
-import org.slf4j.LoggerFactory;
 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);
+    log.info("Enter method: mermaid[request]. request:{}", request);
-    ChatClient.Builder builder = AiChatApplication.getBean(ChatClient.Builder.class);
+    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 lombok.extern.slf4j.Slf4j;
-import org.slf4j.LoggerFactory;
 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);
+    log.info("Enter method: executeJdbc[sql]. sql:{}", sql);
-    InfoService infoService = AiChatApplication.getBean(InfoService.class);
+    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);
+    log.info("Enter method: tableCount[type]. type:{}", type);
-    var infoService = AiChatApplication.getBean(InfoService.class);
+    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);
+    log.info("Enter method: version[date, type]. date:{},type:{}", date, type);
-    InfoService infoService = AiChatApplication.getBean(InfoService.class);
+    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);
+    log.info("Enter method: yarnStatus[cluster]. cluster:{}", cluster);
-    YarnService yarnService = AiChatApplication.getBean(YarnService.class);
+    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);
+    log.info("Enter method: yarnQueueStatus[cluster, queue]. cluster:{},queue:{}", cluster, queue);
-    YarnService yarnService = AiChatApplication.getBean(YarnService.class);
+    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);
+    log.info("Enter method: yarnTaskStatus[cluster, type]. cluster:{},type:{}", cluster, type);
-    YarnService yarnService = AiChatApplication.getBean(YarnService.class);
+    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 +1,42 @@
+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'
+liteflow:
+  rule-source: liteflow.xml
+  print-banner: false
+  check-node-exists: 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/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
+      source-jar: service-ai-web-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
       jdk: "jdk17"
       replicas: 1
       arguments:
-        "[knowledge.download-prefix]": 'http://132.126.207.130:35690/hudi_services/ai_knowledge'
+        "[file-store.download-prefix]": 'http://132.126.207.130:35690/hudi_services/service_ai_web'
-        "[knowledge.upload-path]": ${deploy.runtime.data-path}/knowledge
+        "[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-web", createRoute("/hudi_services/service_ai_web", "lb://service-ai-web"))
-                .route("ai-knowledge", createRoute("/hudi_services/ai_knowledge", "lb://service-ai-knowledge"))
                 .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 +10,18 @@
   },
   "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",
+    "@xyflow/react": "^12.7.0",
     "ahooks": "^3.8.5",
     "amis": "^6.12.0",
-    "antd": "^5.25.3",
+    "antd": "^5.26.1",
-    "axios": "^1.9.0",
+    "axios": "^1.10.0",
-    "chart.js": "^4.4.9",
+    "chart.js": "^4.5.0",
     "echarts-for-react": "^3.0.2",
     "licia": "^1.48.0",
     "markdown-it": "^14.1.0",
@@ -29,18 +30,18 @@
     "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"
+    "styled-components": "^6.1.18",
+    "zustand": "^5.0.5"
   },
   "devDependencies": {
     "@types/markdown-it": "^14.1.2",
     "@types/react": "^18.3.23",
     "@types/react-dom": "^18.3.7",
-    "@vitejs/plugin-react-swc": "^3.10.0",
+    "@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"
   }

service-web/client/src/index.scss

@@ -0,0 +1,4 @@
+// 改写一些amis中控制不到的全局CSS
+button.btn-deleted:hover {
+  color: #dc2626 !important;
+}

service-web/client/src/index.tsx

@@ -1,6 +1,6 @@
 import {createRoot} from 'react-dom/client'
 import {createHashRouter, RouterProvider} from 'react-router'
-
+import './index.scss'
 import './components/Registry.ts'
 
 import {routes} from './route.tsx'

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

@@ -2,6 +2,7 @@ import {ProLayout} from '@ant-design/pro-components'
 import React from 'react'
 import {Outlet, useLocation, useNavigate} from 'react-router'
 import {menus} from '../route.tsx'
+import {ConfigProvider} from 'antd'
 
 const App: React.FC = () => {
   const navigate = useNavigate()
@@ -34,7 +35,18 @@ const App: React.FC = () => {
       style={{minHeight: '100vh'}}
       contentStyle={{backgroundColor: 'white', padding: '10px 10px 10px 20px'}}
     >
-      <Outlet/>
+      <ConfigProvider
+      theme={{
+        components: {
+          Card: {
+            bodyPadding: 0,
+            bodyPaddingSM: 0,
+          }
+        }
+      }}
+      >
+        <Outlet/>
+      </ConfigProvider>
     </ProLayout>
   )
 }

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

@@ -1,128 +1,486 @@
-import MarkdownRender from '../util/Markdown.tsx'
+import {DeleteFilled, EditFilled, PlusCircleFilled, SaveFilled} from '@ant-design/icons'
-import {useState} from 'react'
+import {
+  addEdge,
+  applyEdgeChanges,
+  applyNodeChanges,
+  Background,
+  BackgroundVariant,
+  Controls,
+  type Edge,
+  Handle,
+  MiniMap,
+  type Node,
+  type NodeProps,
+  type OnConnect,
+  type OnEdgesChange,
+  type OnNodesChange,
+  Position,
+  ReactFlow,
+} from '@xyflow/react'
+import {useMount} from 'ahooks'
+import type {Schema} from 'amis'
+import {Button, Card, Drawer, Dropdown, message, Space} from 'antd'
+import {arrToMap, filter, find, findIdx, isEqual, isNil, randomId} from 'licia'
+import {type JSX, useState} from 'react'
+import styled from 'styled-components'
+import '@xyflow/react/dist/style.css'
+import {create} from 'zustand/react'
+import {amisRender, commonInfo} from '../util/amis.tsx'
 
-// language=Markdown
+const FlowableDiv = styled.div`
-const markdownText = `### Hello
+    height: 93vh;
 
-world
+    .toolbar {
-tony
+        z-index: 999;
-jenny
+        position: absolute;
+    }
 
-\`\`\`javascript
+    .node-card {
-console.log('hello')
+        cursor: grab;
-\`\`\`
 
-\`\`\`mermaid
+        .card-container {
-graph TD
+            cursor: default;
-a-->b;
-\`\`\`
-
-\`\`\`mermaid
-graph TD
-c-->d;
-\`\`\`
-
-\`\`\`chartjs
-{
-    type: 'bar',
-    data: {
-        labels: ['苹果', '香蕉', '橙子', '葡萄', '菠萝'],
-        datasets: [{
-            label: '水果销量',
-            data: [43, 32, 56, 29, 38],
-        }]
-    },
-    options: {
-        plugins: {
-            legend: {
-                position: 'top',
-            },
-            title: {
-                display: true,
-                text: '水果店周销量数据'
-            }
         }
     }
-}
+`
-\`\`\`
 
-\`\`\`chartjs
+type AmisNodeType = 'normal' | 'start' | 'end'
-{
+
-    type: 'bar',
+const AmisNode = (
-    data: {
+  props: NodeProps,
-        labels: ['苹果', '香蕉', '橙子', '葡萄', '菠萝'],
+  type: AmisNodeType,
-        datasets: [{
+  name: String,
-            label: '水果销量',
+  description?: String,
-            data: [43, 32, 56, 29, 38],
+  columnSchema?: Schema[],
-        }]
+) => {
-    },
+  const {id, data} = props
-    options: {
+  const {getDataById, removeNode, editNode} = data
-        plugins: {
+  return (
-            legend: {
+    <div className="p-1 w-64">
-                position: 'top',
+      <Card
+        className="node-card"
+        title={name}
+        size="small"
+        hoverable
+      >
+        <Dropdown
+          className="card-container"
+          trigger={['contextMenu']}
+          menu={{
+            items: [
+              {
+                key: 'edit',
+                label: '编辑',
+                icon: <EditFilled className="text-gray-600 hover:text-blue-500"/>,
+              },
+              {
+                key: 'remove',
+                label: '删除',
+                icon: <DeleteFilled className="text-red-500 hover:text-red-500"/>,
+              },
+            ],
+            onClick: menu => {
+              switch (menu.key) {
+                case 'edit':
+                  // @ts-ignore
+                  editNode(id, name, description, columnSchema)
+                  break
+                case 'remove':
+                  // @ts-ignore
+                  removeNode(id)
+                  break
+              }
             },
-            title: {
+          }}
-                display: true,
+        >
-                text: '水果店周销量数据'
+          <div className="card-description p-2 text-secondary text-sm">
-            }
+            {description}
-        }
+          </div>
-    }
+        </Dropdown>
+      </Card>
+      {isEqual(type, 'start') || isEqual(type, 'normal')
+        ? <Handle type="source" position={Position.Right}/> : undefined}
+      {isEqual(type, 'end') || isEqual(type, 'normal')
+        ? <Handle type="target" position={Position.Left}/> : undefined}
+    </div>
+  )
 }
-\`\`\`
 
-\`\`\`echart
+const StartAmisNode = (props: NodeProps) => AmisNode(
-{
+  props,
-    grid: { top: 8, right: 8, bottom: 24, left: 36 },
+  'start',
-    xAxis: {
+  '开始节点',
-      type: 'category',
+  '定义输入变量',
-      data: ['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun'],
+  [
-    },
+    {
-    yAxis: {
+      type: 'input-kvs',
-      type: 'value',
+      name: 'fields',
-    },
+      addButtonText: '新增入参',
-    series: [
+      draggable: false,
-      {
+      keyItem: {
-        data: [820, 932, 901, 934, 1290, 1330, 1320],
+        label: '参数名称',
-        type: 'line',
-        smooth: true,
       },
-    ],
+      valueItems: [
-    tooltip: {
+        {
-      trigger: 'axis',
+          type: 'input-text',
+          name: 'description',
+          label: '参数描述',
+        },
+        {
+          type: 'select',
+          name: 'type',
+          label: '参数类型',
+          required: true,
+          selectFirst: true,
+          options: [
+            {
+              label: '文本',
+              value: 'text',
+            },
+            {
+              label: '数字',
+              value: 'number',
+            },
+            {
+              label: '文件',
+              value: 'files',
+            },
+          ],
+        },
+      ],
     },
-}
+  ],
-\`\`\`
+)
+const EndAmisNode = (props: NodeProps) => AmisNode(
+  props,
+  'end',
+  '结束节点',
+  '定义输出变量',
+  [
+    {
+      type: 'input-kvs',
+      name: 'fields',
+      addButtonText: '新增输出',
+      draggable: false,
+      keyItem: {
+        label: '参数名称',
+      },
+      valueItems: [
+        {
+          type: 'select',
+          name: 'type',
+          label: '参数',
+          required: true,
+          selectFirst: true,
+          options: [],
+        },
+      ],
+    },
+  ],
+)
+const LlmAmisNode = (props: NodeProps) => AmisNode(
+  props,
+  'normal',
+  '大模型节点',
+  '使用大模型对话',
+  [
+    {
+      type: 'select',
+      name: 'model',
+      label: '大模型',
+      required: true,
+      selectFirst: true,
+      options: [
+        {
+          label: 'Qwen3',
+          value: 'qwen3',
+        },
+        {
+          label: 'Deepseek',
+          value: 'deepseek',
+        },
+      ],
+    },
+    {
+      type: 'textarea',
+      name: 'systemPrompt',
+      label: '系统提示词',
+      required: true,
+    },
+  ],
+)
 
-\`\`\`echart
+const initialNodes: Node[] = [
-{
+  {
-    grid: { top: 8, right: 8, bottom: 24, left: 36 },
+    id: 'BMFP3Eov94',
-    xAxis: {
+    type: 'start-amis-node',
-      type: 'category',
+    position: {x: 10, y: 100},
-      data: ['Mon', 'Tue', 'Wed', 'Thu', 'Fri', 'Sat', 'Sun'],
+    data: {},
-    },
+  },
-    yAxis: {
+  {
-      type: 'value',
+    id: 'PYK8LjduQ1',
-    },
+    type: 'end-amis-node',
-    series: [
+    position: {x: 500, y: 100},
-      {
+    data: {},
-        data: [820, 932, 901, 934, 1290, 1330, 1320],
+  },
-        type: 'line',
+]
-        smooth: true,
+const initialEdges: Edge[] = []
-      },
+
-    ],
+const useStore = create<{
-    tooltip: {
+  data: Record<string, any>,
-      trigger: 'axis',
+  getData: () => Record<string, any>,
-    },
+  setData: (data: Record<string, any>) => void,
-}
+  getDataById: (id: string) => any,
-\`\`\``
+  setDataById: (id: string, data: any) => void,
+}>((set, get) => ({
+  data: {},
+  getData: () => get().data,
+  setData: (data) => set(data),
+  getDataById: id => get().data[id],
+  setDataById: (id, data) => {
+    let updateData = get().data
+    updateData[id] = data
+    set({
+      data: updateData,
+    })
+  },
+}))
+
+const useFlowStore = create<{
+  nodes: Node[],
+  onNodesChange: OnNodesChange,
+  addNode: (node: Node) => void,
+  removeNode: (id: string) => void,
+  setNodes: (nodes: Node[]) => void,
+
+  edges: Edge[],
+  onEdgesChange: OnEdgesChange,
+  setEdges: (edges: Edge[]) => void,
+
+  onConnect: OnConnect,
+}>((set, get) => ({
+  nodes: [],
+  onNodesChange: changes => {
+    set({
+      nodes: applyNodeChanges(changes, get().nodes),
+    })
+  },
+  addNode: node => set({nodes: get().nodes.concat(node)}),
+  removeNode: id => {
+    set({
+      nodes: filter(get().nodes, node => !isEqual(node.id, id)),
+    })
+  },
+  setNodes: nodes => set({nodes}),
+
+  edges: [],
+  onEdgesChange: changes => {
+    set({
+      edges: applyEdgeChanges(changes, get().edges),
+    })
+  },
+  setEdges: edges => set({edges}),
+
+  onConnect: connection => {
+    set({
+      edges: addEdge(connection, get().edges),
+    })
+  },
+}))
 
 function Test() {
-  const [value, setValue] = useState<string>(markdownText)
+  const [messageApi, contextHolder] = message.useMessage()
+  const [nodeDef] = useState<{
+    key: string,
+    name: string,
+    component: (props: NodeProps) => JSX.Element
+  }[]>([
+    {
+      key: 'start-amis-node',
+      name: '开始',
+      component: StartAmisNode,
+    },
+    {
+      key: 'end-amis-node',
+      name: '结束',
+      component: EndAmisNode,
+    },
+    {
+      key: 'llm-amis-node',
+      name: '大模型',
+      component: LlmAmisNode,
+    },
+  ])
+  const [open, setOpen] = useState(false)
+
+  const {getData, getDataById, setDataById} = useStore()
+  const {
+    nodes,
+    addNode,
+    removeNode,
+    setNodes,
+    onNodesChange,
+    edges,
+    setEdges,
+    onEdgesChange,
+    onConnect,
+  } = useFlowStore()
+
+  const [currentNodeForm, setCurrentNodeForm] = useState<JSX.Element>()
+  const editNode = (id: string, name: string, description: string, columnSchema?: Schema[]) => {
+    if (!isNil(columnSchema)) {
+      setCurrentNodeForm(
+        amisRender(
+          {
+            type: 'wrapper',
+            size: 'none',
+            body: [
+              {
+                type: 'tpl',
+                className: 'text-secondary',
+                tpl: description,
+              },
+              {
+                debug: commonInfo.debug,
+                title: name,
+                type: 'form',
+                wrapWithPanel: false,
+                onEvent: {
+                  submitSucc: {
+                    actions: [
+                      {
+                        actionType: 'custom',
+                        // @ts-ignore
+                        script: (context, action, event) => {
+                          setDataById(id, context.props.data)
+                          setOpen(false)
+                        },
+                      },
+                    ],
+                  },
+                },
+                body: [
+                  ...(columnSchema ?? []),
+                  {
+                    type: 'wrapper',
+                    size: 'none',
+                    className: 'space-x-1 float-right',
+                    body: [
+                      {
+                        type: 'action',
+                        label: '取消',
+                        onEvent: {
+                          click: {
+                            actions: [
+                              {
+                                actionType: 'custom',
+                                // @ts-ignore
+                                script: (context, action, event) => {
+                                  setOpen(false)
+                                },
+                              },
+                            ],
+                          },
+                        },
+                      },
+                      {
+                        type: 'submit',
+                        label: '保存',
+                        level: 'primary',
+                      },
+                    ],
+                  },
+                ],
+              },
+            ]
+          },
+          getDataById(id),
+        ),
+      )
+      setOpen(true)
+    }
+  }
+
+  useMount(() => {
+    for (let node of initialNodes) {
+      node.data = {
+        getDataById,
+        setDataById,
+        removeNode,
+        editNode,
+      }
+    }
+    setNodes(initialNodes)
+    setEdges(initialEdges)
+  })
+
   return (
-    <>
+    <FlowableDiv>
-      <button onClick={() => setValue('hahaha\n' + markdownText)}>Button</button>
+      {contextHolder}
-      <MarkdownRender content={value}/>
+      <Space className="toolbar">
-    </>
+        <Button type="primary" onClick={() => console.log(JSON.stringify(getData()))}>
+          <SaveFilled/>
+          保存
+        </Button>
+        <Dropdown
+          menu={{
+            items: nodeDef.map(def => ({key: def.key, label: def.name})),
+            onClick: ({key}) => {
+              if (isEqual(key, 'start-amis-node') && findIdx(nodes, (node: Node) => isEqual(key, node.type)) > -1) {
+                messageApi.error('只能存在1个开始节点')
+                return
+              }
+              if (isEqual(key, 'end-amis-node') && findIdx(nodes, (node: Node) => isEqual(key, node.type)) > -1) {
+                messageApi.error('只能存在1个结束节点')
+                return
+              }
+
+              addNode({
+                id: randomId(10),
+                type: key,
+                position: {x: 100, y: 100},
+                data: {
+                  getDataById,
+                  setDataById,
+                  removeNode,
+                  editNode,
+                },
+              })
+            },
+          }}
+        >
+          <Button type="dashed">
+            <PlusCircleFilled/>
+            新增节点
+          </Button>
+        </Dropdown>
+      </Space>
+      <Drawer
+        title="节点编辑"
+        open={open}
+        closeIcon={false}
+        maskClosable={false}
+        destroyOnHidden
+      >
+        {currentNodeForm}
+      </Drawer>
+      <ReactFlow
+        nodes={nodes}
+        edges={edges}
+        onNodesChange={onNodesChange}
+        onEdgesChange={onEdgesChange}
+        onConnect={onConnect}
+        // @ts-ignore
+        nodeTypes={arrToMap(
+          nodeDef.map(def => def.key),
+          key => find(nodeDef, def => isEqual(key, def.key))!.component)
+        }
+      >
+        <Controls/>
+        <MiniMap/>
+        <Background variant={BackgroundVariant.Cross} gap={20} size={3}/>
+      </ReactFlow>
+    </FlowableDiv>
   )
 }
 

service-web/client/src/pages/ai/Conversation.tsx

@@ -1,9 +1,9 @@
-import {ClearOutlined, FileOutlined, UserOutlined} from '@ant-design/icons'
+import {ClearOutlined, UserOutlined} from '@ant-design/icons'
 import {Bubble, Sender, useXAgent, useXChat, Welcome} from '@ant-design/x'
 import {fetchEventSource} from '@echofly/fetch-event-source'
-import {useMount} from 'ahooks'
+import {useUnmount} from 'ahooks'
-import {Button, Collapse, Flex, Popover, Radio, Typography} from 'antd'
+import {Button, Collapse, Flex, Typography} from 'antd'
-import {isEqual, isStrBlank, trim} from 'licia'
+import {isStrBlank, trim} from 'licia'
 import {useRef, useState} from 'react'
 import styled from 'styled-components'
 import {commonInfo} from '../../util/amis.tsx'
@@ -40,24 +40,15 @@ type ChatMessage = { role: string, content?: string, reason?: string }
 function Conversation() {
   const abortController = useRef<AbortController | null>(null)
   const [input, setInput] = useState<string>('')
-  const [knowledge, setKnowledge] = useState<string>('0')
-  const [knowledgeList, setKnowledgeList] = useState<{ id: string, name: string }[]>([])
 
-  useMount(async () => {
+  useUnmount(() => {
-    let response = await fetch(`${commonInfo.baseAiKnowledgeUrl}/knowledge/list`, {
+    console.log('Page Unmount')
-      headers: commonInfo.authorizationHeaders,
+    abortController.current?.abort()
-    })
-    let items = (await response.json()).data.items
-    setKnowledgeList(items.map((item: { id: string, name: string }) => ({id: item.id, name: item.name})))
   })
 
   const [agent] = useXAgent<ChatMessage>({
     request: async (info, callbacks) => {
-      let requestUrl = `${commonInfo.baseAiChatUrl}/chat/async`
+      await fetchEventSource(`${commonInfo.baseAiUrl}/chat/async`, {
-      if (!isEqual('0', info.knowledge)) {
-        requestUrl = `${requestUrl}?knowledge_id=${info.knowledge}`
-      }
-      await fetchEventSource(requestUrl, {
         method: 'POST',
         headers: commonInfo.authorizationHeaders,
         body: JSON.stringify(info.messages),
@@ -70,6 +61,7 @@ function Conversation() {
           })
         },
         onclose: () => callbacks.onSuccess([]),
+        onerror: error => callbacks.onError(error),
       })
     },
   })
@@ -180,7 +172,6 @@ function Conversation() {
                 content: message,
               },
               stream: true,
-              knowledge: knowledge,
             })
             setInput('')
           }}
@@ -190,32 +181,6 @@ function Conversation() {
             return (
               <Flex justify="space-between" align="center">
                 <Flex gap="small" align="center">
-                  <Popover
-                    title="选择知识库"
-                    trigger="hover"
-                    content={<Radio.Group
-                      style={{
-                        display: 'flex',
-                        flexDirection: 'column',
-                        gap: 10,
-                      }}
-                      disabled={agent.isRequesting()}
-                      value={knowledge}
-                      onChange={event => setKnowledge(event.target.value)}
-                      options={[
-                        {value: '0', label: '无'},
-                        ...knowledgeList.map(k => ({label: k.name, value: k.id})),
-                      ]}
-                    />}
-                  >
-                    <Button
-                      icon={<FileOutlined/>}
-                      type="text"
-                      size="small"
-                    >
-                      知识库
-                    </Button>
-                  </Popover>
                   <Button
                     icon={<ClearOutlined/>}
                     type="text"

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

@@ -0,0 +1,245 @@
+import React from 'react'
+import styled from 'styled-components'
+import {amisRender, commonInfo, crudCommonOptions, mappingField, mappingItem} from '../../../util/amis.tsx'
+
+const FeedbackDiv = styled.div`
+    .feedback-list-images {
+        margin-top: 10px;
+
+        .antd-Img-container {
+            width: 32px;
+            height: 32px;
+        }
+    }
+`
+
+const statusMapping = [
+  mappingItem('分析中', 'ANALYSIS_PROCESSING', 'label-warning'),
+  mappingItem('分析完成', 'ANALYSIS_SUCCESS', 'label-primary'),
+  mappingItem('处理完成', 'FINISHED', 'label-success'),
+]
+
+const Feedback: React.FC = () => {
+  return (
+    <FeedbackDiv className="feedback">
+      {amisRender(
+        {
+          type: 'page',
+          title: '报障清单',
+          body: [
+            {
+              type: 'crud',
+              api: `${commonInfo.baseAiUrl}/feedback/list`,
+              ...crudCommonOptions(),
+              headerToolbar: [
+                'reload',
+                {
+                  type: 'action',
+                  label: '',
+                  icon: 'fa fa-plus',
+                  tooltip: '新增',
+                  tooltipPlacement: 'top',
+                  actionType: 'dialog',
+                  dialog: {
+                    title: '新增报账单',
+                    size: 'md',
+                    body: {
+                      debug: commonInfo.debug,
+                      type: 'form',
+                      api: `${commonInfo.baseAiUrl}/feedback/add`,
+                      body: [
+                        {
+                          type: 'editor',
+                          required: true,
+                          label: '故障描述',
+                          name: 'source',
+                          language: 'plaintext',
+                          options: {
+                            lineNumbers: 'off',
+                            wordWrap: 'bounded',
+                          },
+                        },
+                        {
+                          type: 'input-image',
+                          name: 'pictures',
+                          label: '相关截图',
+                          autoUpload: false,
+                          multiple: true,
+                          joinValues: false,
+                          extractValue: true,
+                          // 5MB 5242880
+                          // 100MB 104857600
+                          // 500MB 524288000
+                          // 1GB 1073741824
+                          maxSize: 5242880,
+                          receiver: `${commonInfo.baseAiUrl}/upload`,
+                        },
+                      ],
+                    },
+                  },
+                },
+              ],
+              columns: [
+                {
+                  name: 'id',
+                  label: '编号',
+                  width: 150,
+                },
+                {
+                  label: '故障描述',
+                  type: 'flex',
+                  direction: 'column',
+                  items: [
+                    {
+                      type: 'tpl',
+                      className: 'white-space-pre',
+                      tpl: '${source}',
+                    },
+                    {
+                      className: 'feedback-list-images',
+                      type: 'images',
+                      enlargeAble: true,
+                      enlargeWithGallary: true,
+                      source: '${pictures}',
+                      showToolbar: true,
+                    },
+                  ],
+                },
+                {
+                  label: '状态',
+                  width: 80,
+                  align: 'center',
+                  ...mappingField('status', statusMapping),
+                },
+                {
+                  type: 'operation',
+                  label: '操作',
+                  width: 200,
+                  buttons: [
+                    {
+                      visibleOn: '${status === \'ANALYSIS_SUCCESS\'}',
+                      type: 'action',
+                      label: '重新分析',
+                      level: 'link',
+                      size: 'sm',
+                      actionType: 'ajax',
+                      api: {
+                        method: 'get',
+                        url: `${commonInfo.baseAiUrl}/feedback/reanalysis`,
+                        data: {
+                          id: '${id}',
+                        },
+                      },
+                      confirmText: '确认执行重新分析？',
+                      confirmTitle: '重新分析',
+                    },
+                    {
+                      disabledOn: '${status === \'ANALYSIS_PROCESSING\'}',
+                      type: 'action',
+                      label: '详情',
+                      level: 'link',
+                      size: 'sm',
+                      actionType: 'dialog',
+                      dialog: {
+                        title: '报障详情',
+                        size: 'lg',
+                        closeOnOutside: true,
+                        actions: [
+                          {
+                            visibleOn: '${status !== \'FINISHED\'}',
+                            type: 'action',
+                            actionType: 'close',
+                            label: '取消',
+                          },
+                          {
+                            visibleOn: '${status !== \'FINISHED\'}',
+                            type: 'submit',
+                            label: '确认',
+                            level: 'primary',
+                          },
+                        ],
+                        body: {
+                          debug: commonInfo.debug,
+                          type: 'form',
+                          mode: 'normal',
+                          api: {
+                            method: 'post',
+                            url: `${commonInfo.baseAiUrl}/feedback/conclude`,
+                            data: {
+                              id: '${id}',
+                              conclusion: '${conclusion|default:undefined}',
+                            },
+                          },
+                          body: [
+                            {
+                              type: 'textarea',
+                              name: 'source',
+                              label: '报障描述',
+                              static: true,
+                            },
+                            {
+                              type: 'control',
+                              name: 'pictures',
+                              label: '相关截图',
+                              body: {
+                                type: 'images',
+                                enlargeAble: true,
+                                enlargeWithGallary: true,
+                                showToolbar: true,
+                              },
+                            },
+                            {
+                              type: 'control',
+                              name: 'analysis',
+                              label: 'AI辅助分析',
+                              body: {
+                                type: 'markdown',
+                              },
+                            },
+                            {
+                              visibleOn: '${status !== \'FINISHED\'}',
+                              type: 'textarea',
+                              name: 'conclusion',
+                              label: '结论',
+                            },
+                            {
+                              visibleOn: '${status === \'FINISHED\'}',
+                              type: 'textarea',
+                              name: 'conclusion',
+                              label: '结论',
+                              static: true,
+                            },
+                          ],
+                        },
+                      },
+                    },
+                    {
+                      disabledOn: '${status === \'ANALYSIS_PROCESSING\'}',
+                      type: 'action',
+                      label: '删除',
+                      className: 'text-danger btn-deleted',
+                      level: 'link',
+                      size: 'sm',
+                      actionType: 'ajax',
+                      api: {
+                        method: 'get',
+                        url: `${commonInfo.baseAiUrl}/feedback/delete`,
+                        data: {
+                          id: '${id}',
+                        },
+                      },
+                      confirmTitle: '删除',
+                      confirmText: '删除后将无法恢复，确认删除？',
+                    },
+                  ],
+                },
+              ],
+            },
+          ],
+        },
+      )}
+    </FeedbackDiv>
+  )
+}
+
+export default Feedback

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

@@ -24,7 +24,7 @@ const DataDetail: React.FC = () => {
               {
                 type: 'service',
                 className: 'inline',
-                api: `${commonInfo.baseAiKnowledgeUrl}/knowledge/name?id=${knowledge_id}`,
+                api: `${commonInfo.baseAiUrl}/knowledge/name?id=${knowledge_id}`,
                 body: {
                   type: 'tpl',
                   tpl: '${name}',
@@ -38,7 +38,7 @@ const DataDetail: React.FC = () => {
           body: [
             {
               type: 'crud',
-              api: `${commonInfo.baseAiKnowledgeUrl}/group/list?knowledge_id=${knowledge_id}`,
+              api: `${commonInfo.baseAiUrl}/knowledge/group/list?knowledge_id=${knowledge_id}`,
               ...crudCommonOptions(),
               headerToolbar: [
                 'reload',
@@ -142,11 +142,11 @@ const DataDetail: React.FC = () => {
                     {
                       type: 'action',
                       label: '删除',
-                      className: 'text-danger hover:text-red-600',
+                      className: 'text-danger btn-deleted',
                       level: 'link',
                       size: 'sm',
                       actionType: 'ajax',
-                      api: `get:${commonInfo.baseAiKnowledgeUrl}/group/delete?id=\${id}`,
+                      api: `get:${commonInfo.baseAiUrl}/knowledge/group/delete?id=\${id}`,
                       confirmText: '确认删除',
                       confirmTitle: '删除',
                     },

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

@@ -23,7 +23,7 @@ const DataImport: React.FC = () => {
             {
               type: 'service',
               className: 'inline',
-              api: `${commonInfo.baseAiKnowledgeUrl}/knowledge/name?id=${knowledge_id}`,
+              api: `${commonInfo.baseAiUrl}/knowledge/name?id=${knowledge_id}`,
               body: {
                 type: 'tpl',
                 tpl: '${name}',
@@ -109,7 +109,7 @@ const DataImport: React.FC = () => {
                           // 500MB 524288000
                           // 1GB 1073741824
                           maxSize: 104857600,
-                          receiver: `${commonInfo.baseAiKnowledgeUrl}/upload`
+                          receiver: `${commonInfo.baseAiUrl}/upload`
                           // useChunk: true,
                           // startChunkApi: `post:${commonInfo.baseAiKnowledgeUrl}/upload/start`,
                           // chunkApi: `post:${commonInfo.baseAiKnowledgeUrl}/upload/slice`,
@@ -130,7 +130,7 @@ const DataImport: React.FC = () => {
                               level: 'secondary',
                               api: {
                                 method: 'post',
-                                url: `${commonInfo.baseAiKnowledgeUrl}/knowledge/preview_text`,
+                                url: `${commonInfo.baseAiUrl}/knowledge/preview_text`,
                                 dataType: 'form',
                                 data: {
                                   mode: '${mode|default:undefined}',
@@ -148,7 +148,7 @@ const DataImport: React.FC = () => {
                               actionType: 'ajax',
                               api: {
                                 method: 'post',
-                                url: `${commonInfo.baseAiKnowledgeUrl}/knowledge/submit_text`,
+                                url: `${commonInfo.baseAiUrl}/knowledge/submit_text`,
                                 dataType: 'form',
                                 data: {
                                   id: knowledge_id,

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

@@ -18,7 +18,7 @@ const DataDetail: React.FC = () => {
               {
                 type: 'service',
                 className: 'inline',
-                api: `${commonInfo.baseAiKnowledgeUrl}/knowledge/name?id=${knowledge_id}`,
+                api: `${commonInfo.baseAiUrl}/knowledge/name?id=${knowledge_id}`,
                 body: {
                   type: 'tpl',
                   tpl: '${name}',
@@ -32,7 +32,7 @@ const DataDetail: React.FC = () => {
           body: [
             {
               type: 'crud',
-              api: `${commonInfo.baseAiKnowledgeUrl}/segment/list?knowledge_id=${knowledge_id}&group_id=${group_id}`,
+              api: `${commonInfo.baseAiUrl}/knowledge/segment/list?knowledge_id=${knowledge_id}&group_id=${group_id}`,
               ...crudCommonOptions(),
               headerToolbar: [
                 'reload',
@@ -87,7 +87,7 @@ const DataDetail: React.FC = () => {
                     {
                       type: 'action',
                       label: '删除',
-                      className: 'text-danger hover:text-red-600',
+                      className: 'text-danger btn-deleted',
                       level: 'link',
                       size: 'sm',
                       actionType: 'ajax',

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

@@ -25,7 +25,7 @@ const Knowledge: React.FC = () => {
           body: [
             {
               type: 'crud',
-              api: `${commonInfo.baseAiKnowledgeUrl}/knowledge/list`,
+              api: `${commonInfo.baseAiUrl}/knowledge/list`,
               ...crudCommonOptions(),
               headerToolbar: [
                 'reload',
@@ -42,7 +42,7 @@ const Knowledge: React.FC = () => {
                     body: {
                       type: 'form',
                       api: {
-                        url: `${commonInfo.baseAiKnowledgeUrl}/knowledge/add`,
+                        url: `${commonInfo.baseAiUrl}/knowledge/add`,
                         dataType: 'form',
                       },
                       body: [
@@ -50,12 +50,20 @@ const Knowledge: React.FC = () => {
                           type: 'input-text',
                           name: 'name',
                           label: '名称',
+                          required: true,
+                        },
+                        {
+                          type: 'textarea',
+                          name: 'description',
+                          label: '描述',
+                          required: true,
                         },
                         {
                           type: 'select',
                           name: 'strategy',
                           label: '类型',
                           value: 'Cosine',
+                          required: true,
                           options: [
                             {
                               label: '文本',
@@ -77,6 +85,11 @@ const Knowledge: React.FC = () => {
                 {
                   name: 'name',
                   label: '名称',
+                  width: 200,
+                },
+                {
+                  name: 'description',
+                  label: '描述',
                 },
                 {
                   label: '类型',
@@ -99,8 +112,41 @@ const Knowledge: React.FC = () => {
                 {
                   type: 'operation',
                   label: '操作',
-                  width: 150,
+                  width: 200,
                   buttons: [
+                    {
+                      type: 'action',
+                      label: '更新',
+                      level: 'link',
+                      size: 'sm',
+                      actionType: 'dialog',
+                      dialog: {
+                        title: '更新描述',
+                        body: {
+                          debug: commonInfo.debug,
+                          type: 'form',
+                          api: {
+                            method: 'post',
+                            url: `${commonInfo.baseAiUrl}/knowledge/update_description`,
+                            dataType: 'form',
+                          },
+                          mode: 'normal',
+                          body: [
+                            {
+                              type: 'hidden',
+                              name: "id",
+                              // value: '${id}',
+                            },
+                            {
+                              type: 'textarea',
+                              name: 'description',
+                              label: '描述',
+                              required: true,
+                            }
+                          ]
+                        }
+                      }
+                    },
                     {
                       type: 'action',
                       label: '详情',
@@ -142,13 +188,13 @@ const Knowledge: React.FC = () => {
                     {
                       type: 'action',
                       label: '删除',
-                      className: 'text-danger hover:text-red-600',
+                      className: 'text-danger btn-deleted',
                       level: 'link',
                       size: 'sm',
                       actionType: 'ajax',
                       api: {
                         method: 'get',
-                        url: `${commonInfo.baseAiKnowledgeUrl}/knowledge/delete`,
+                        url: `${commonInfo.baseAiUrl}/knowledge/delete`,
                         headers: {
                           'Authorization': 'Basic QXhoRWJzY3dzSkRiWU1IMjpjWXhnM2I0UHRXb1ZENVNqRmF5V3h0blNWc2p6UnNnNA==',
                         },

service-web/client/src/pages/overview/Overview.tsx

@@ -169,7 +169,7 @@ const tableDetailDialog = (variable: string, targetList: any) => {
 
 const overviewYarnJob = (cluster: string, search: string, queue: string | undefined, yarnQueue: string) => {
   return {
-    className: 'text-base leading-none',
+    className: 'text-sm leading-none',
     type: 'table-view',
     border: false,
     padding: '0 10px 0 15px',

service-web/client/src/pages/overview/Table.tsx

@@ -91,7 +91,7 @@ function Table() {
                   columns: [
                     {
                       label: 'Flink job id',
-                      width: 195,
+                      width: 200,
                       fixed: 'left',
                       type: 'wrapper',
                       size: 'none',

service-web/client/src/pages/overview/Version.tsx

@@ -99,7 +99,7 @@ function Version() {
               columns: [
                 {
                   label: 'Flink job id',
-                  width: 195,
+                  width: 200,
                   fixed: 'left',
                   type: 'wrapper',
                   size: 'none',

service-web/client/src/pages/overview/Yarn.tsx

@@ -1,16 +1,16 @@
 import React from 'react'
 import {useLocation, useParams} from 'react-router'
 import {
-  amisRender,
+    amisRender,
-  commonInfo,
+    commonInfo,
-  crudCommonOptions,
+    crudCommonOptions,
-  paginationCommonOptions,
+    paginationCommonOptions,
-  yarnCrudColumns,
+    yarnCrudColumns,
-  yarnQueueCrud,
+    yarnQueueCrud,
 } from '../../util/amis.tsx'
 
 const Yarn: React.FC = () => {
-  const {clusters, queue, search} = useParams()
+  const {clusters, queues, search} = useParams()
   const location = useLocation()
   return (
     <div key={location.key} className="hudi-yarn">
@@ -27,7 +27,7 @@ const Yarn: React.FC = () => {
                   type: 'tpl',
                   tpl: '<span class="font-bold text-xl">集群资源</span>',
                 },
-                yarnQueueCrud(clusters, queue),
+                yarnQueueCrud(clusters, queues),
                 {
                   type: 'tpl',
                   tpl: '<span class="font-bold text-xl">集群任务</span>',

service-web/client/src/route.tsx

@@ -12,9 +12,10 @@ import {
   TableOutlined,
   ToolOutlined,
 } from '@ant-design/icons'
+import {values} from 'licia'
 import {Navigate, type RouteObject} from 'react-router'
 import Conversation from './pages/ai/Conversation.tsx'
-import Inspection from './pages/ai/Inspection.tsx'
+import Feedback from './pages/ai/feedback/Feedback.tsx'
 import DataDetail from './pages/ai/knowledge/DataDetail.tsx'
 import DataImport from './pages/ai/knowledge/DataImport.tsx'
 import DataSegment from './pages/ai/knowledge/DataSegment.tsx'
@@ -29,8 +30,8 @@ import Tool from './pages/overview/Tool.tsx'
 import Version from './pages/overview/Version.tsx'
 import Yarn from './pages/overview/Yarn.tsx'
 import YarnCluster from './pages/overview/YarnCluster.tsx'
-import {commonInfo} from './util/amis.tsx'
 import Test from './pages/Test.tsx'
+import {commonInfo} from './util/amis.tsx'
 
 export const routes: RouteObject[] = [
   {
@@ -58,7 +59,7 @@ export const routes: RouteObject[] = [
         Component: Version,
       },
       {
-        path: 'yarn/:clusters/:queue/:search?',
+        path: 'yarn/:clusters/:queues/:search?',
         Component: Yarn,
       },
       {
@@ -84,14 +85,14 @@ export const routes: RouteObject[] = [
             index: true,
             element: <Navigate to="/ai/conversation" replace/>,
           },
-          {
-            path: 'inspection',
-            Component: Inspection,
-          },
           {
             path: 'conversation',
             Component: Conversation,
           },
+          {
+            path: 'feedback',
+            Component: Feedback,
+          },
           {
             path: 'knowledge',
             Component: Knowledge,
@@ -146,12 +147,12 @@ export const menus = {
           icon: <SunOutlined/>,
         },
         {
-          path: `/yarn/${commonInfo.clusters.sync_names()}/root/Sync`,
+          path: `/yarn/${commonInfo.clusters.sync_names()}/default/Sync`,
           name: '同步集群',
           icon: <SyncOutlined/>,
         },
         {
-          path: `/yarn/${commonInfo.clusters.compaction_names()}/default/Compaction`,
+          path: `/yarn/${commonInfo.clusters.compaction_names()}/${values(commonInfo.clusters.compaction).join(",")}/Compaction`,
           name: '压缩集群',
           icon: <SyncOutlined/>,
         },
@@ -201,8 +202,8 @@ export const menus = {
           icon: <QuestionOutlined/>,
         },
         {
-          path: '/ai/inspection',
+          path: '/ai/feedback',
-          name: '智能巡检',
+          name: '智慧报障',
           icon: <CheckSquareOutlined/>,
         },
         {

service-web/client/src/util/amis.tsx

@@ -10,9 +10,8 @@ import {isEqual} from 'licia'
 export const commonInfo = {
   debug: isEqual(import.meta.env.MODE, 'development'),
   baseUrl: 'http://132.126.207.130:35690/hudi_services/service_web',
-  baseAiChatUrl: 'http://132.126.207.130:35690/hudi_services/ai_chat',
+  baseAiUrl: 'http://132.126.207.130:35690/hudi_services/service_ai_web',
-  baseAiKnowledgeUrl: 'http://132.126.207.130:35690/hudi_services/ai_knowledge',
+  // baseAiUrl: 'http://localhost:8080',
-  // baseUrl: '/hudi_services/service_web',
   authorizationHeaders: {
     'Authorization': 'Basic QXhoRWJzY3dzSkRiWU1IMjpjWXhnM2I0UHRXb1ZENVNqRmF5V3h0blNWc2p6UnNnNA==',
     'Content-Type': 'application/json',
@@ -282,6 +281,7 @@ export function crudCommonOptions() {
     resizable: false,
     syncLocation: false,
     silentPolling: true,
+    columnsTogglable: false,
   }
 }
 
@@ -904,7 +904,7 @@ export function simpleYarnDialog(cluster: string, title: string, filterField: st
         type: 'crud',
         api: {
           method: 'get',
-          url: `\${base}/yarn/job_list`,
+          url: `${commonInfo.baseUrl}/yarn/job_list`,
           data: {
             clusters: `${cluster}`,
             page: '${page|default:undefined}',

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

@@ -1,5 +1,7 @@
 server:
   port: 0
+  compression:
+    enabled: true
 spring:
   application:
     name: service-web