测试通了。

electrmangnetic/src/main/java/com/electromagnetic/industry/software/manage/config/AiAdvisor.java

@@ -1,9 +1,12 @@
 package com.electromagnetic.industry.software.manage.config;
 
 import org.springframework.ai.chat.client.advisor.MessageChatMemoryAdvisor;
+import org.springframework.ai.embedding.EmbeddingModel;
 import org.springframework.context.annotation.Bean;
 import org.springframework.stereotype.Component;
 
+import java.util.Map;
+
 @Component
 public class AiAdvisor {
 
@@ -11,5 +14,4 @@ public class AiAdvisor {
 //    public MessageChatMemoryAdvisor messageChatMemoryAdvisor() {
 //        return new MessageChatMemoryAdvisor(new InMemoryChatMemory());
 //    }
-
 }

electrmangnetic/src/main/java/com/electromagnetic/industry/software/manage/service/serviceimpl/ChatService.java

@@ -32,6 +32,7 @@ import org.springframework.ai.ollama.OllamaChatModel;
 import org.springframework.ai.ollama.api.OllamaOptions;
 import org.springframework.ai.reader.TextReader;
 import org.springframework.ai.transformer.splitter.TokenTextSplitter;
+import org.springframework.ai.vectorstore.SearchRequest;
 import org.springframework.ai.vectorstore.VectorStore;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
@@ -74,6 +75,16 @@ public class ChatService {
 //        return ElectromagneticResultUtil.success(true);
 //    }
 
+//    @Transactional(rollbackFor = Exception.class)
+//    public ElectromagneticResult<?> addFromUpload(MultipartFile file) throws Exception {
+//        String s = FileUtil.readString("D:\\datas\\aidocs\\HB8451民用飞机燃油系统电搭接要求.txt", Charset.defaultCharset());
+//        Document document = new Document(s);
+//        List<Document> newDocuments = new TokenTextSplitter().apply(List.of(document));
+//        vectorStore.write(newDocuments);
+//        return ElectromagneticResultUtil.success(true);
+//    }
+
+
     @Transactional(rollbackFor = Exception.class)
     public ElectromagneticResult<?> addFromUpload(MultipartFile file) throws Exception {
 
@@ -208,7 +219,11 @@ public class ChatService {
         UserThreadLocal.set(userLoginInfo);
         aiQuestionRecordMapper.insert(record);
         UserThreadLocal.remove();
-        List<Document> documents = vectorStore.similaritySearch(queryDTO.getMsg());
+        List<Document> documents = vectorStore.similaritySearch(SearchRequest.builder()
+//                .topK(20)
+//                .similarityThreshold(0.7)
+                .query(queryDTO.getMsg())
+                .build());
 
         Set<String> files = new LinkedHashSet<>();
         assert documents != null;

electrmangnetic/src/main/resources/application.properties

@@ -12,13 +12,13 @@ spring.datasource.password=123456
 spring.datasource.type=com.alibaba.druid.pool.DruidDataSource
 #ai
 spring.ai.ollama.base-url=http://localhost:11434
-spring.ai.ollama.chat.options.model=deepseek-r1:14b
+spring.ai.ollama.chat.options.model=qwen3:8b
 spring.ai.ollama.chat.options.num-g-p-u=1
 spring.ai.ollama.embedding.options.internal-tool-execution-enabled=true
-spring.ai.ollama.embedding.options.model=nomic-embed-text
+spring.ai.ollama.embedding.options.model=bge-m3:567m
 spring.ai.vectorstore.mariadb.initialize-schema=true
 spring.ai.vectorstore.mariadb.distance-type=COSINE
-spring.ai.vectorstore.mariadb.dimensions=768
+spring.ai.vectorstore.mariadb.dimensions=1024
 spring.ai.vectorstore.mariadb.table-name=ai_rag
 spring.thymeleaf.suffix=.html
 spring.thymeleaf.prefix=classpath:/templates/