refactor(knowledge): 重构大模型配置

Spring AI默认大模型配置不支持同时配置两个文本大模型，比如一个文本大模型和一个图像大模型，改用自定义的配置

service-ai/pom.xml

@@ -32,6 +32,13 @@
         <hutool.version>5.8.27</hutool.version>
     </properties>
 
+    <dependencies>
+        <dependency>
+            <groupId>org.projectlombok</groupId>
+            <artifactId>lombok</artifactId>
+        </dependency>
+    </dependencies>
+
     <dependencyManagement>
         <dependencies>
             <!-- 当前项目依赖 -->

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

@@ -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>

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

@@ -0,0 +1,17 @@
+package com.lanyuanxiaoyao.service.ai.knowledge.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 FileStoreConfiguration {
+  private String downloadPrefix;
+  private String uploadPath;
+}

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/LlmConfiguration.java

@@ -0,0 +1,111 @@
+package com.lanyuanxiaoyao.service.ai.knowledge.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.getChat().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-knowledge/src/main/java/com/lanyuanxiaoyao/service/ai/knowledge/configuration/LlmProperties.java

@@ -0,0 +1,25 @@
+package com.lanyuanxiaoyao.service.ai.knowledge.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-knowledge/src/main/java/com/lanyuanxiaoyao/service/ai/knowledge/configuration/SolonConfiguration.java

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

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

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

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

@@ -7,7 +7,7 @@ import cn.hutool.core.util.URLUtil;
 import cn.hutool.crypto.SecureUtil;
 import com.fasterxml.jackson.annotation.JsonProperty;
 import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
-import com.lanyuanxiaoyao.service.ai.knowledge.configuration.KnowledgeConfiguration;
+import com.lanyuanxiaoyao.service.ai.knowledge.configuration.FileStoreConfiguration;
 import com.lanyuanxiaoyao.service.ai.knowledge.entity.vo.DataFileVO;
 import com.lanyuanxiaoyao.service.ai.knowledge.service.DataFileService;
 import jakarta.servlet.http.HttpServletResponse;
@@ -17,6 +17,10 @@ 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;
@@ -35,22 +39,21 @@ 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 FileStoreConfiguration fileStoreConfiguration;
-
-  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(FileStoreConfiguration fileStoreConfiguration, DataFileService dataFileService) {
-    this.knowledgeConfiguration = knowledgeConfiguration;
+    this.fileStoreConfiguration = fileStoreConfiguration;
     this.dataFileService = dataFileService;
 
-    this.uploadFolderPath = knowledgeConfiguration.getUploadPath();
+    this.uploadFolderPath = fileStoreConfiguration.getUploadPath();
     this.cacheFolderPath = StrUtil.format("{}/cache", uploadFolderPath);
     this.sliceFolderPath = StrUtil.format("{}/slice", uploadFolderPath);
   }
@@ -59,7 +62,7 @@ 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/{}", fileStoreConfiguration.getDownloadPrefix(), id);
     byte[] bytes = file.getBytes();
     String originMd5 = SecureUtil.md5(new ByteArrayInputStream(bytes));
     File targetFile = new File(StrUtil.format("{}/{}", uploadFolderPath, originMd5));
@@ -156,7 +159,7 @@ public class DataFileController {
             request.uploadId,
             request.filename,
             request.uploadId.toString(),
-            StrUtil.format("{}/upload/download/{}", knowledgeConfiguration.getDownloadPrefix(), request.uploadId)
+            StrUtil.format("{}/upload/download/{}", fileStoreConfiguration.getDownloadPrefix(), request.uploadId)
         ));
       } else {
         throw new RuntimeException("合并文件失败");
@@ -169,213 +172,48 @@ 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-knowledge/src/main/java/com/lanyuanxiaoyao/service/ai/knowledge/controller/knowledge/GroupController.java

@@ -3,6 +3,7 @@ package com.lanyuanxiaoyao.service.ai.knowledge.controller.knowledge;
 import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
 import com.lanyuanxiaoyao.service.ai.knowledge.service.knowledge.GroupService;
 import java.util.concurrent.ExecutionException;
+import lombok.extern.slf4j.Slf4j;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -14,11 +15,10 @@ import org.springframework.web.bind.annotation.RestController;
  * @author lanyuanxiaoyao
  * @version 20250528
  */
+@Slf4j
 @RestController
 @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-knowledge/src/main/java/com/lanyuanxiaoyao/service/ai/knowledge/controller/knowledge/KnowledgeBaseController.java

@@ -8,6 +8,7 @@ import com.lanyuanxiaoyao.service.ai.knowledge.service.EmbeddingService;
 import com.lanyuanxiaoyao.service.ai.knowledge.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;
@@ -23,11 +24,10 @@ 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;
 

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

@@ -3,6 +3,7 @@ package com.lanyuanxiaoyao.service.ai.knowledge.controller.knowledge;
 import com.lanyuanxiaoyao.service.ai.core.entity.amis.AmisResponse;
 import com.lanyuanxiaoyao.service.ai.knowledge.service.knowledge.SegmentService;
 import java.util.concurrent.ExecutionException;
+import lombok.extern.slf4j.Slf4j;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -14,11 +15,10 @@ import org.springframework.web.bind.annotation.RestController;
  * @author lanyuanxiaoyao
  * @version 20250528
  */
+@Slf4j
 @RestController
 @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-knowledge/src/main/java/com/lanyuanxiaoyao/service/ai/knowledge/entity/EmbeddingContext.java

@@ -2,6 +2,8 @@ package com.lanyuanxiaoyao.service.ai.knowledge.entity;
 
 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;
@@ -10,6 +12,8 @@ import org.springframework.ai.document.Document;
  * @author lanyuanxiaoyao
  * @version 20250523
  */
+@Data
+@Builder
 public class EmbeddingContext {
   private Long vectorSourceId;
   private Long groupId;
@@ -17,186 +21,19 @@ public class EmbeddingContext {
   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();
 
-  private EmbeddingContext(Builder builder) {
+  @Data
-    setVectorSourceId(builder.vectorSourceId);
+  @Builder
-    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 {
+    @Builder.Default
     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 +1,16 @@
 package com.lanyuanxiaoyao.service.ai.knowledge.entity;
 
+import lombok.Data;
+
 /**
  * @author lanyuanxiaoyao
  * @version 20250527
  */
+@Data
 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

@@ -1,9 +1,12 @@
 package com.lanyuanxiaoyao.service.ai.knowledge.entity;
 
+import lombok.Data;
+
 /**
  * @author lanyuanxiaoyao
  * @version 20250522
  */
+@Data
 public class Knowledge {
   private Long id;
   private Long vectorSourceId;
@@ -11,64 +14,4 @@ public class Knowledge {
   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

@@ -1,9 +1,12 @@
 package com.lanyuanxiaoyao.service.ai.knowledge.entity.vo;
 
+import lombok.Data;
+
 /**
  * @author lanyuanxiaoyao
  * @version 20250527
  */
+@Data
 public class DataFileVO {
   private String id;
   private String filename;
@@ -11,64 +14,4 @@ public class DataFileVO {
   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

@@ -1,9 +1,12 @@
 package com.lanyuanxiaoyao.service.ai.knowledge.entity.vo;
 
+import lombok.Data;
+
 /**
  * @author lanyuanxiaoyao
  * @version 20250516
  */
+@Data
 public class KnowledgeVO {
   private String id;
   private String vectorSourceId;
@@ -15,100 +18,4 @@ public class KnowledgeVO {
   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 +1,13 @@
 package com.lanyuanxiaoyao.service.ai.knowledge.entity.vo;
 
+import lombok.Data;
+
 /**
  * @author lanyuanxiaoyao
  * @version 20250516
  */
+@Data
 public class SegmentVO {
   private String id;
   private String text;
-
-  public String getId() {
-    return id;
-  }
-
-  public void setId(String id) {
-    this.id = id;
-  }
-
-  public String getText() {
-    return text;
-  }
-
-  public void setText(String text) {
-    this.text = text;
-  }
-
-  @Override
-  public String toString() {
-    return "PointVO{" +
-           "id='" + id + '\'' +
-           ", text='" + text + '\'' +
-           '}';
-  }
 }

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

@@ -16,7 +16,6 @@ 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;

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

@@ -28,8 +28,6 @@ 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-knowledge/src/main/java/com/lanyuanxiaoyao/service/ai/knowledge/service/knowledge/GroupService.java

@@ -28,7 +28,6 @@ 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)));

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

@@ -34,7 +34,6 @@ 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);
   private static final RowMapper<Knowledge> knowledgeMapper = (rs, row) -> {
     Knowledge knowledge = new Knowledge();
     knowledge.setId(rs.getLong(1));

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

@@ -21,8 +21,6 @@ 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-knowledge/src/main/java/com/lanyuanxiaoyao/service/ai/knowledge/service/node/EmbeddingNodes.java

@@ -31,6 +31,7 @@ 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;
 
 /**
@@ -45,7 +46,7 @@ public class EmbeddingNodes {
   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.qdrantClient = (QdrantClient) vectorStore.getNativeClient().orElseThrow();
     this.embeddingModel = embeddingModel;

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

@@ -4,27 +4,32 @@ spring:
   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==)
+  llm:
+    base-url: http://132.121.206.65:10086
+    api-key: ENC(K+Hff9QGC+fcyi510VIDd9CaeK/IN5WBJ9rlkUsHEdDgIidW+stHHJlsK0lLPUXXREha+ToQZqqDXJrqSE+GUKCXklFhelD8bRHFXBIeP/ZzT2cxhzgKUXgjw3S0Qw2R)
+    chat:
+      model: 'Qwen3/qwen3-1.7b'
+    visual:
+      model: 'Qwen2.5/qwen2.5-vl-7b'
+    embedding:
+      model: 'Qwen3/qwen3-embedding-4b'
+    reranker:
+      model: 'Bge-reranker-v2'
+  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
 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-cli/service-cli-runner/src/main/resources/application.yml

@@ -176,8 +176,8 @@ deploy:
       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/ai_knowledge'
-        "[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}