基础调用

pom.xml

@@ -27,12 +27,12 @@
             <artifactId>spring-boot-starter-web</artifactId>
         </dependency>
        <!--
-        通义
+        通义-->
         <dependency>
             <groupId>com.alibaba.cloud.ai</groupId>
             <artifactId>spring-ai-alibaba-starter</artifactId>
             <version>1.0.0-M3.3</version>
-        </dependency>-->
+        </dependency>
 
        <!--
        openAI
@@ -49,12 +49,12 @@
         </dependency>-->
 
 
-        <!--ollama-->
+        <!--ollama
 
         <dependency>
             <groupId>org.springframework.ai</groupId>
             <artifactId>spring-ai-ollama-spring-boot-starter</artifactId>
-        </dependency>
+        </dependency>　　-->
 
         <dependency>
             <groupId>org.springframework.boot</groupId>

src/main/java/com/xs/ai/SpringAiDemoApplication.java

@@ -29,7 +29,7 @@ public class SpringAiDemoApplication {
     // In the real world, ingesting documents would often happen separately, on a CI
     // server or similar.
     @Bean
-    CommandLineRunner ingestTermOfServiceToVectorStore(EmbeddingModel embeddingModel, VectorStore vectorStore,
+    CommandLineRunner ingestTermOfServiceToVectorStore(VectorStore vectorStore,
                                                        @Value("classpath:rag/terms-of-service.txt") Resource termsOfServiceDocs) {
 
         return args -> {

src/main/java/com/xs/ai/controller/OpenAiController.java

@@ -46,14 +46,17 @@ public class OpenAiController {
 					""")
                 .defaultAdvisors(
                         new PromptChatMemoryAdvisor(chatMemory),
-						new QuestionAnswerAdvisor(vectorStore, SearchRequest.query("预定航班")), // RAG
+						//new QuestionAnswerAdvisor(vectorStore, SearchRequest.query("预定航班")), // RAG
+                        //每一次对话拦截后，搜索附加上后再给大模型
+                        //new QuestionAnswerAdvisor(vectorStore, SearchRequest.defaults()), // RAG
                         new LoggingAdvisor())
 				.defaultFunctions("getBookingDetails", "changeBooking", "cancelBooking") // FUNCTION CALLING
 				.build();
 
 
 	}
-
+    @Autowired
+    VectorStore vectorStore;
 
     @CrossOrigin
     @GetMapping(value = "/ai/generateStreamAsString", produces = MediaType.TEXT_EVENT_STREAM_VALUE)
@@ -62,6 +65,7 @@ public class OpenAiController {
         //return chatClient.stream(prompt);
         Flux<String> content = chatClient.prompt()
                 .system(s -> s.param("current_date", LocalDate.now().toString()))
+                .advisors(new QuestionAnswerAdvisor(vectorStore, SearchRequest.query(message)))
                 //.advisors(a -> a.param(CHAT_MEMORY_CONVERSATION_ID_KEY, chatId).param(CHAT_MEMORY_RETRIEVE_SIZE_KEY, 100))
                 .advisors(a -> a.param(CHAT_MEMORY_RETRIEVE_SIZE_KEY, 100))
                 .user(message)

src/main/java/com/xs/ai/services/CustomerSupportAssistant.java

@@ -12,7 +12,8 @@
  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  * See the License for the specific language governing permissions and
  * limitations under the License.
- */
+ *//*
+
 
 package com.xs.ai.services;
 
@@ -30,9 +31,11 @@ import java.time.LocalDate;
 import static org.springframework.ai.chat.client.advisor.AbstractChatMemoryAdvisor.CHAT_MEMORY_CONVERSATION_ID_KEY;
 import static org.springframework.ai.chat.client.advisor.AbstractChatMemoryAdvisor.CHAT_MEMORY_RETRIEVE_SIZE_KEY;
 
+*/
 /**
  * * @author Christian Tzolov
- */
+ *//*
+
 @Service
 public class CustomerSupportAssistant {
 
@@ -81,4 +84,4 @@ public class CustomerSupportAssistant {
 			.content();
 	}
 
-}
+}*/

src/main/resources/application.properties

@@ -1,4 +1,5 @@
 
-spring.ai.dashscope.api-key= ${ALI_AI_KEY}
-spring.ai.dashscope.chat.options.model=deepseek-v3 
+spring.ai.dashscope.api-key=sk-6f67708d074d4d3fbdea96071209b60f
+#spring.ai.dashscope.chat.options.model=deepseek-r1
+spring.ai.dashscope.chat.options.model=qwen-max
 

src/main/resources/rag/terms-of-service.txt

@@ -11,3 +11,5 @@
 - 最晚在航班起飞前 48 小时取消。
 - 取消费用：经济舱 75 美元，豪华经济舱 50 美元，商务舱 25 美元。
 - 退款将在 7 个工作日内处理。
+4. 查询航班
+-  航班最早是7点，最晚是22点，请注意出行时间