基于spring-ai生成教学目标

seer-admin/src/main/java/com/seer/teach/admin/SeerAdminApplication.java

@@ -15,7 +15,7 @@ import org.springframework.transaction.annotation.EnableTransactionManagement;
 
 @Slf4j
 @EnableFeignClients(basePackages = "com.seer.teach.*.api")
-@SpringBootApplication(scanBasePackages = "com.seer",exclude = QuartzAutoConfiguration.class)
+@SpringBootApplication(scanBasePackages = "com.seer",exclude = {QuartzAutoConfiguration.class})
 @EnableTransactionManagement
 @EnableAspectJAutoProxy
 @EnableAsync

seer-admin/src/main/resources/application.yml

@@ -11,13 +11,8 @@ spring:
   main:
     allow-bean-definition-overriding: true
     allow-circular-references: true
-    mvc:
-
   profiles:
     active: dev
-  mvc:
-    pathmatch:
-      matching-strategy: ant_path_matcher
   flyway:
     enabled: true
     locations: classpath:db/mysql
@@ -39,6 +34,7 @@ spring:
         server-addr: 192.168.0.39:8848  # 配置中心地址
         file-extension: yaml         # 配置文件后缀（yaml/properties）
         namespace: ${spring.profiles.active}
+
 #日志
 logging:
   config: classpath:logback-${spring.profiles.active}.xml

seer-dependencies/pom.xml

@@ -16,7 +16,7 @@
         <spring-cloud-alibaba.version>2025.0.0.0</spring-cloud-alibaba.version>
 
         <spring-ai.version>1.1.2</spring-ai.version>
-        <spring-ai-alibaba.version>1.1.0.0-M5</spring-ai-alibaba.version>
+        <spring-ai-alibaba.version>1.1.0.0-RC2</spring-ai-alibaba.version>
 
 
         <!-- 认证 -->
@@ -660,6 +660,12 @@
                 <version>${spring-ai-alibaba.version}</version>
             </dependency>
 
+            <dependency>
+                <groupId>com.alibaba.cloud.ai</groupId>
+                <artifactId>spring-ai-alibaba-dashscope</artifactId>
+                <version>${spring-ai-alibaba.version}</version>
+            </dependency>
+
             <dependency>
                 <groupId>org.springframework.ai</groupId>
                 <artifactId>spring-ai-starter-model-deepseek</artifactId>
@@ -668,8 +674,17 @@
 
             <dependency>
                 <groupId>org.springframework.ai</groupId>
-                <artifactId>spring-ai-starter-model-deepseek</artifactId>
+                <artifactId>spring-ai-deepseek</artifactId>
                 <version>${spring-ai.version}</version>
+                <scope>compile</scope>
+                <optional>true</optional>
+            </dependency>
+
+            <dependency>
+                <groupId>org.springframework.ai</groupId>
+                <artifactId>spring-ai-openai</artifactId>
+                <version>${spring-ai.version}</version>
+                <scope>compile</scope>
             </dependency>
 
             <dependency>

seer-teacher/seer-teacher-ai/pom.xml

@@ -26,17 +26,18 @@
 
         <dependency>
             <groupId>com.alibaba.cloud.ai</groupId>
-            <artifactId>spring-ai-alibaba-starter-dashscope</artifactId>
+            <artifactId>spring-ai-alibaba-dashscope</artifactId>
         </dependency>
 
         <dependency>
             <groupId>org.springframework.ai</groupId>
-            <artifactId>spring-ai-starter-model-openai</artifactId>
+            <artifactId>spring-ai-openai</artifactId>
+            <scope>compile</scope>
         </dependency>
 
         <dependency>
             <groupId>org.springframework.ai</groupId>
-            <artifactId>spring-ai-starter-model-deepseek</artifactId>
+            <artifactId>spring-ai-deepseek</artifactId>
         </dependency>
 
         <dependency>

seer-teacher/seer-teacher-ai/src/main/java/com/seer/teach/ai/client/model/AbstractAiModelClient.java

@@ -5,6 +5,7 @@ import lombok.extern.slf4j.Slf4j;
 import org.springframework.ai.model.tool.DefaultToolExecutionEligibilityPredicate;
 import org.springframework.ai.model.tool.ToolCallingManager;
 import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.beans.factory.annotation.Qualifier;
 import org.springframework.retry.support.RetryTemplate;
 import org.springframework.web.client.ResponseErrorHandler;
 import org.springframework.web.client.RestClient;
@@ -24,9 +25,11 @@ public abstract class AbstractAiModelClient implements AiModelClient {
     protected ResponseErrorHandler responseErrorHandler;
 
     @Autowired(required = false)
+    @Qualifier("aiRestClient")
     protected RestClient.Builder restClientBuilder;
 
     @Autowired(required = false)
+    @Qualifier("aiWebClient")
     protected WebClient.Builder webClientBuilder;
 
     @Autowired
@@ -35,8 +38,7 @@ public abstract class AbstractAiModelClient implements AiModelClient {
     @Autowired
     protected ToolCallingManager toolCallingManager;
 
-    @Autowired(required = false)
+    protected ObservationRegistry observationRegistry = ObservationRegistry.create();
-    protected ObservationRegistry observationRegistry;
 
     protected final DefaultToolExecutionEligibilityPredicate toolExecutionEligibilityPredicate = new DefaultToolExecutionEligibilityPredicate();
 

seer-teacher/seer-teacher-ai/src/main/java/com/seer/teach/ai/client/model/AiModelClient.java

@@ -1,6 +1,5 @@
 package com.seer.teach.ai.client.model;
 
-import com.alibaba.cloud.ai.dashscope.audio.synthesis.SpeechSynthesisModel;
 import com.seer.teach.ai.client.model.config.ModelConfig;
 import org.springframework.ai.audio.tts.TextToSpeechModel;
 import org.springframework.ai.chat.model.ChatModel;
@@ -43,17 +42,6 @@ public interface AiModelClient {
         return Optional.empty();
     }
     
-    /**
-     * 获取语音合成模型（Speech Synthesis Model）
-     * 用于将文本转换为语音音频，仅dashscope平台支持
-     * 
-     * @param modelConfig 模型配置
-     * @return 语音合成模型实例的Optional包装
-     */
-    default Optional<SpeechSynthesisModel> createSpeechSynthesisModel(ModelConfig modelConfig) {
-        return Optional.empty();
-    }
-    
     /**
      * 获取文本转语音模型（Text To Speech Model）
      * 用于将文本转换为语音输出，支持多种平台

seer-teacher/seer-teacher-ai/src/main/java/com/seer/teach/ai/client/model/config/DashScopeClientConfig.java

@@ -0,0 +1,99 @@
+package com.seer.teach.ai.client.model.config;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.fasterxml.jackson.datatype.jsr310.JavaTimeModule;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+import org.springframework.http.HttpRequest;
+import org.springframework.http.client.ClientHttpRequestExecution;
+import org.springframework.http.client.ClientHttpRequestInterceptor;
+import org.springframework.http.client.ClientHttpResponse;
+import org.springframework.http.codec.json.Jackson2JsonDecoder;
+import org.springframework.http.codec.json.Jackson2JsonEncoder;
+import org.springframework.http.converter.json.Jackson2ObjectMapperBuilder;
+import org.springframework.http.converter.json.MappingJackson2HttpMessageConverter;
+import org.springframework.web.client.RestClient;
+import org.springframework.web.reactive.function.client.ExchangeFilterFunction;
+import org.springframework.web.reactive.function.client.WebClient;
+import reactor.core.publisher.Mono;
+
+import java.io.IOException;
+import java.nio.charset.StandardCharsets;
+
+/**
+ * DashScope API 配置类
+ * 用于配置restClient以正确处理聊天完成请求
+ */
+@Slf4j
+@Configuration
+public class DashScopeClientConfig {
+
+    /**
+     * 创建用于DashScope API的RestClient
+     */
+    @Bean
+    public RestClient aiRestClient() {
+        ObjectMapper objectMapper = Jackson2ObjectMapperBuilder.json()
+                .modules(new JavaTimeModule())
+                .build();
+
+        MappingJackson2HttpMessageConverter converter = new MappingJackson2HttpMessageConverter(objectMapper);
+
+        return RestClient.builder()
+                .requestInterceptor(new LoggingInterceptor())
+                .messageConverters(converters -> converters.add(converter))
+                .build();
+    }
+
+    /**
+     * 创建用于DashScope API的WebClient并启用日志
+     */
+    @Bean
+    public WebClient aiWebClient() {
+        ObjectMapper objectMapper = Jackson2ObjectMapperBuilder.json()
+                .modules(new JavaTimeModule())
+                .build();
+
+        return WebClient.builder()
+                .codecs(configurer -> configurer.defaultCodecs().jackson2JsonDecoder(new Jackson2JsonDecoder(objectMapper)))
+                .codecs(configurer -> configurer.defaultCodecs().jackson2JsonEncoder(new Jackson2JsonEncoder(objectMapper)))
+                .filter(ExchangeFilterFunction.ofRequestProcessor(clientRequest -> {
+                    log.info("Request: {} {}", clientRequest.method(), clientRequest.url());
+                    clientRequest.headers().forEach((name, values) ->
+                            values.forEach(value -> log.info("{}={}", name, value)));
+                    return Mono.just(clientRequest);
+                }))
+                .filter(ExchangeFilterFunction.ofResponseProcessor(clientResponse -> {
+                    log.info("Response Status: {}", clientResponse.statusCode());
+                    clientResponse.headers().asHttpHeaders().forEach((name, values) ->
+                            values.forEach(value -> log.info("{}={}", name, value)));
+                    return Mono.just(clientResponse);
+                }))
+                .build();
+    }
+
+
+    public static class LoggingInterceptor implements ClientHttpRequestInterceptor {
+
+        @Override
+        public ClientHttpResponse intercept(
+                HttpRequest request,
+                byte[] body,
+                ClientHttpRequestExecution execution) throws IOException {
+
+            // 记录请求信息
+            log.info("HTTP请求方法: {}", request.getMethod());
+            log.info("HTTP请求URL: {}", request.getURI());
+            log.info("HTTP请求头: {}", request.getHeaders());
+            if (body.length > 0) {
+                log.info("HTTP请求体: {}", new String(body, StandardCharsets.UTF_8));
+            }
+
+            // 执行请求
+            ClientHttpResponse response = execution.execute(request, body);
+
+            return response;
+        }
+    }
+}

seer-teacher/seer-teacher-ai/src/main/java/com/seer/teach/ai/client/model/dashscope/DashScopeModelClient.java

@@ -1,14 +1,10 @@
 package com.seer.teach.ai.client.model.dashscope;
 
-import com.alibaba.cloud.ai.autoconfigure.dashscope.DashScopeChatProperties;
-import com.alibaba.cloud.ai.autoconfigure.dashscope.DashScopeConnectionProperties;
-import com.alibaba.cloud.ai.autoconfigure.dashscope.DashScopeEmbeddingProperties;
 import com.alibaba.cloud.ai.dashscope.api.DashScopeApi;
 import com.alibaba.cloud.ai.dashscope.api.DashScopeAudioSpeechApi;
 import com.alibaba.cloud.ai.dashscope.api.DashScopeImageApi;
 import com.alibaba.cloud.ai.dashscope.audio.DashScopeAudioSpeechModel;
 import com.alibaba.cloud.ai.dashscope.audio.DashScopeAudioSpeechOptions;
-import com.alibaba.cloud.ai.dashscope.audio.synthesis.SpeechSynthesisModel;
 import com.alibaba.cloud.ai.dashscope.chat.DashScopeChatModel;
 import com.alibaba.cloud.ai.dashscope.chat.DashScopeChatOptions;
 import com.alibaba.cloud.ai.dashscope.embedding.DashScopeEmbeddingModel;
@@ -17,12 +13,11 @@ import com.alibaba.cloud.ai.dashscope.image.DashScopeImageOptions;
 import com.seer.teach.ai.client.model.AbstractAiModelClient;
 import com.seer.teach.ai.client.model.config.ModelConfig;
 import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.audio.tts.TextToSpeechModel;
 import org.springframework.ai.chat.model.ChatModel;
 import org.springframework.ai.chat.prompt.ChatOptions;
-import org.springframework.ai.document.MetadataMode;
 import org.springframework.ai.embedding.EmbeddingModel;
 import org.springframework.ai.image.ImageModel;
-import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Component;
 
 import java.util.Map;
@@ -40,14 +35,9 @@ import java.util.Optional;
 @Component
 public class DashScopeModelClient extends AbstractAiModelClient {
     
-    private DashScopeConnectionProperties connectionProperties;
-    
-    @Autowired(required = false)
-    private DashScopeChatProperties chatProperties;
-    
     @Override
     public String getPlatformName() {
-        return "dashscope";
+        return "aliyun_bailian";
     }
     
     @Override
@@ -125,17 +115,15 @@ public class DashScopeModelClient extends AbstractAiModelClient {
     }
     
     @Override
-    public Optional<SpeechSynthesisModel> createSpeechSynthesisModel(ModelConfig modelConfig) {
+    public Optional<TextToSpeechModel> createTextToSpeechModel(ModelConfig modelConfig) {
         try {
             DashScopeAudioSpeechApi audioSpeechApi = new DashScopeAudioSpeechApi(modelConfig.getApiKey(), modelConfig.getUrl());
 
             DashScopeAudioSpeechOptions options = DashScopeAudioSpeechOptions.builder()
                     .model(modelConfig.getModel())
-                    .requestText(DashScopeAudioSpeechApi.RequestTextType.PLAIN_TEXT)
                     .voice("longyingxiao")
                     .build();
             DashScopeAudioSpeechModel speechSynthesisModel = new DashScopeAudioSpeechModel(audioSpeechApi, options, retryTemplate);
-
             return Optional.of(speechSynthesisModel);
         } catch (Exception e) {
             log.error("创建DashScope语音合成模型失败", e);
@@ -147,10 +135,9 @@ public class DashScopeModelClient extends AbstractAiModelClient {
     @Override
     public Optional<EmbeddingModel> createEmbeddingModel(ModelConfig modelConfig) {
         try {
-            DashScopeEmbeddingProperties embeddingProperties = new DashScopeEmbeddingProperties();
             DashScopeApi dashScopeApi = createDashScopeApi(modelConfig.getApiKey(), modelConfig.getUrl());
 
-            DashScopeEmbeddingModel embeddingModel = new DashScopeEmbeddingModel(dashScopeApi, MetadataMode.EMBED, embeddingProperties.getOptions(), retryTemplate, observationRegistry);
+            DashScopeEmbeddingModel embeddingModel = new DashScopeEmbeddingModel(dashScopeApi);
 
             return Optional.of(embeddingModel);
         } catch (Exception e) {
@@ -162,11 +149,10 @@ public class DashScopeModelClient extends AbstractAiModelClient {
     /**
      * 创建DashScope API实例
      */
-    private DashScopeApi createDashScopeApi(String apiKey, String baseUrl) {
+    private DashScopeApi createDashScopeApi(String apiKey, String completionsPath) {
         DashScopeApi.Builder builder = DashScopeApi.builder()
                 .apiKey(apiKey)
-                .baseUrl(baseUrl);
+                .baseUrl("https://dashscope.aliyuncs.com");
-        
         // 如果有可用的客户端构建器，添加它们
         if (webClientBuilder != null) {
             builder.webClientBuilder(webClientBuilder);

seer-teacher/seer-teacher-ai/src/main/java/com/seer/teach/ai/client/model/openai/OpenAIModelClient.java

@@ -6,13 +6,9 @@ import lombok.extern.slf4j.Slf4j;
 import org.springframework.ai.audio.tts.TextToSpeechModel;
 import org.springframework.ai.chat.model.ChatModel;
 import org.springframework.ai.chat.prompt.ChatOptions;
-import org.springframework.ai.document.MetadataMode;
 import org.springframework.ai.embedding.EmbeddingModel;
 import org.springframework.ai.image.ImageModel;
 import org.springframework.ai.model.SimpleApiKey;
-import org.springframework.ai.model.openai.autoconfigure.OpenAiAudioSpeechProperties;
-import org.springframework.ai.model.openai.autoconfigure.OpenAiChatProperties;
-import org.springframework.ai.model.openai.autoconfigure.OpenAiEmbeddingProperties;
 import org.springframework.ai.openai.OpenAiAudioSpeechModel;
 import org.springframework.ai.openai.OpenAiChatModel;
 import org.springframework.ai.openai.OpenAiChatOptions;
@@ -131,8 +127,7 @@ public class OpenAIModelClient extends AbstractAiModelClient {
                     .responseErrorHandler(responseErrorHandler)
                     .build();
 
-            OpenAiAudioSpeechProperties properties = new OpenAiAudioSpeechProperties();
+            TextToSpeechModel textToSpeechModel = new OpenAiAudioSpeechModel(audioApi);
-            TextToSpeechModel textToSpeechModel = new OpenAiAudioSpeechModel(audioApi, properties.getOptions(), retryTemplate);
             return Optional.of(textToSpeechModel);
         } catch (Exception e) {
             log.error("创建OpenAI文本转语音模型失败", e);
@@ -144,8 +139,7 @@ public class OpenAIModelClient extends AbstractAiModelClient {
     public Optional<EmbeddingModel> createEmbeddingModel(ModelConfig modelConfig) {
         try {
             OpenAiApi openAiApi = createOpenAiApi(modelConfig.getApiKey(), modelConfig.getUrl());
-            OpenAiEmbeddingProperties properties = new OpenAiEmbeddingProperties();
+            EmbeddingModel embeddingModel = new OpenAiEmbeddingModel(openAiApi);
-            EmbeddingModel embeddingModel = new OpenAiEmbeddingModel(openAiApi, MetadataMode.EMBED,properties.getOptions(), retryTemplate);
             return Optional.of(embeddingModel);
         } catch (Exception e) {
             log.error("创建OpenAI嵌入模型失败", e);
@@ -157,8 +151,6 @@ public class OpenAIModelClient extends AbstractAiModelClient {
         return OpenAiApi.builder()
                 .baseUrl(baseUrl)
                 .apiKey(new SimpleApiKey(apiKey))
-                .completionsPath(OpenAiChatProperties.DEFAULT_COMPLETIONS_PATH)
-                .embeddingsPath(OpenAiEmbeddingProperties.DEFAULT_EMBEDDINGS_PATH)
                 .restClientBuilder(restClientBuilder)
                 .webClientBuilder(webClientBuilder).build();
     }

seer-teacher/seer-teacher-service-admin/pom.xml

@@ -38,6 +38,12 @@
             <version>${project.version}</version>
         </dependency>
 
+        <dependency>
+            <groupId>${project.groupId}</groupId>
+            <artifactId>seer-teacher-ai</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+
         <dependency>
             <groupId>com.squareup.okhttp3</groupId>
             <artifactId>okhttp</artifactId>

seer-teacher/seer-teacher-service-admin/src/main/java/com/seer/teach/admin/service/impl/AbstractGenerationService.java

@@ -2,11 +2,14 @@ package com.seer.teach.admin.service.impl;
 
 import com.fasterxml.jackson.databind.JsonNode;
 import com.fasterxml.jackson.databind.ObjectMapper;
+import com.seer.teach.ai.service.AiChatModelService;
 import com.seer.teach.common.constants.CommonConstant;
 import com.seer.teach.common.entity.BaseEntity;
 import com.seer.teach.teacher.service.AiModelCallService;
 import com.seer.teach.teacher.service.platform.LlmResponse;
 import lombok.extern.slf4j.Slf4j;
+import org.springframework.ai.chat.model.ChatResponse;
+import org.springframework.ai.chat.model.Generation;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.data.redis.core.StringRedisTemplate;
 import org.springframework.transaction.support.TransactionTemplate;
@@ -16,6 +19,7 @@ import java.util.ArrayList;
 import java.util.Collections;
 import java.util.List;
 import java.util.Map;
+import java.util.Objects;
 import java.util.function.Function;
 
 /**
@@ -41,6 +45,9 @@ public abstract class AbstractGenerationService<T, R, E extends BaseEntity> {
     @Autowired
     protected TransactionTemplate transactionTemplate;
 
+    @Autowired
+    protected AiChatModelService chatModelService;
+
     /**
      * 检查当前线程是否被中断
      *
@@ -78,6 +85,10 @@ public abstract class AbstractGenerationService<T, R, E extends BaseEntity> {
      */
     protected LlmResponse callLLM(String scenarioCode, String prompt, Map<String, Object> params, Integer userId) {
         log.info("调用大模型，场景编码: {}, 提示词长度: {}", scenarioCode, prompt.length());
+        //ChatResponse chatResponse = chatModelService.chatMessage(scenarioCode, prompt);
+        LlmResponse response = new LlmResponse();
+        //Generation result = chatResponse.getResult();
+
         return aiModelCallService.callModel(scenarioCode, prompt, params, userId);
     }