Java+SpringBoot调用通义千问的大语言模型的API及前端Vue实现联调

上图中可以明显看见通义千问除了有大语言模型，还有通义千问VL和通义千问Audio。因此注意，本文只是针对于通义千问的大语言模型。至于以上两个是做什么的，可自行查看官网。

阿里云官网提供两种提供的快速入门的方法案例：（改进）

在pom.xml文件种导入DashScope SDK的坐标

<!--        通义千问SDK--><!-- https://mvnrepository.com/artifact/com.alibaba/dashscope-sdk-java --><dependency><groupId>com.alibaba</groupId><artifactId>dashscope-sdk-java</artifactId><version>2.13.0</version><exclusions><exclusion><groupId>org.slf4j</groupId><artifactId>slf4j-simple</artifactId></exclusion></exclusions></dependency><dependency><groupId>com.squareup.okhttp3</groupId><artifactId>okhttp</artifactId><version>4.10.0</version></dependency>

通过messages调用（推荐）

编写Controller层

packagecom.he.cms.blog.controller;importcom.alibaba.dashscope.aigc.generation.GenerationResult;importcom.alibaba.dashscope.exception.InputRequiredException;importcom.alibaba.dashscope.exception.NoApiKeyException;importcom.he.cms.blog.service.IBlogAiSGenerateService;importio.swagger.annotations.Api;importio.swagger.annotations.ApiOperation;importlombok.extern.slf4j.Slf4j;importorg.springframework.beans.factory.annotation.Autowired;importorg.springframework.web.bind.annotation.PathVariable;importorg.springframework.web.bind.annotation.RequestMapping;importorg.springframework.web.bind.annotation.RestController;/**
 * @ClassName BlogAiGenerateController
 * @Author Hym
 * @Date 2024/4/13 23:01
 */@Slf4j@RestController//好好学习，走向巅峰！@Api(tags ="博客生成")publicclassBlogAiGenerateController{@AutowiredprivateIBlogAiSGenerateService blogAiSGenerateService;/**
     * 生成博客
     */@RequestMapping("/generateArticle/{content}")@ApiOperation(value ="生成博客", notes ="生成博客"+"调用方式："+"生成博客"+"传入参数："+"content")publicGenerationResultgenerateArticle(@PathVariableString content)throwsNoApiKeyException,InputRequiredException{GenerationResult generationResult =blogAiSGenerateService.BlogAiSGenerate(content);
        log.info(generationResult.toString());return generationResult;}}

2.3 Servic层及实现类

接口

packagecom.he.cms.blog.service;importcom.alibaba.dashscope.aigc.generation.GenerationResult;importcom.alibaba.dashscope.exception.InputRequiredException;importcom.alibaba.dashscope.exception.NoApiKeyException;publicinterfaceIBlogAiSGenerateService{/**
 * 生成博客
 *
 * @param title   标题
 * @param content 内容
 * @return 结果
 */GenerationResultBlogAiSGenerate(String content)throwsNoApiKeyException,InputRequiredException;}

实现类

packagecom.he.cms.blog.service.impl;importcom.alibaba.dashscope.aigc.generation.GenerationResult;importcom.alibaba.dashscope.exception.InputRequiredException;importcom.alibaba.dashscope.exception.NoApiKeyException;importcom.he.cms.blog.service.ICmsBlogAiSGenerateService;importcom.he.cms.utils.CmsBlogQianWenGenerateUtils;importorg.springframework.stereotype.Service;importjavax.annotation.Resource;/**
 * @ClassName BlogAiSGenerateServiceImpl
 * @Author Hym
 * @Date 2024/4/13 23:06
 */@Service//好好学习，走向巅峰！publicclassCmsBlogAiSGenerateServiceImplimplementsICmsBlogAiSGenerateService{@ResourceprivateCmsBlogQianWenGenerateUtils cmsBlogQianWenGenerateUtils;@OverridepublicGenerationResultBlogAiSGenerate(String content)throwsNoApiKeyException,InputRequiredException{return  cmsBlogQianWenGenerateUtils.callWithMessage(content);}//    public static void main(String[] args) {//        CmsBlogAiSGenerateServiceImpl blogAiSGenerateService = new CmsBlogAiSGenerateServiceImpl();//        try {//            System.out.println(blogAiSGenerateService.BlogAiSGenerate("给我写一篇java的文章").toString());//        } catch (NoApiKeyException e) {//            e.printStackTrace();//        } catch (InputRequiredException e) {//            e.printStackTrace();//        }//    }}

调用通义千问API的组件

packagecom.he.cms.utils;importcom.alibaba.dashscope.aigc.generation.Generation;importcom.alibaba.dashscope.aigc.generation.GenerationResult;importcom.alibaba.dashscope.aigc.generation.models.QwenParam;importcom.alibaba.dashscope.common.Message;importcom.alibaba.dashscope.common.MessageManager;importcom.alibaba.dashscope.common.Role;importcom.alibaba.dashscope.exception.ApiException;importcom.alibaba.dashscope.exception.InputRequiredException;importcom.alibaba.dashscope.exception.NoApiKeyException;importcom.alibaba.dashscope.utils.Constants;importio.swagger.annotations.ApiOperation;importlombok.extern.slf4j.Slf4j;importorg.springframework.beans.factory.annotation.Value;importorg.springframework.stereotype.Component;/**
 * @ClassName BlogQianWenGenerateUtils
 * @Author Hym
 * @Date 2024/4/13 23:13
 *///好好学习，走向巅峰！@Slf4j@ComponentpublicclassCmsBlogQianWenGenerateUtils{@Value("${tong_yi_cloud.ai_api_Key}")privateString qianWenKeyApiKey;@ApiOperation("千问生成文章"+"调用方式："+"千问生成文章"+"传入参数："+"content")publicGenerationResultcallWithMessage(String content)throwsNoApiKeyException,ApiException,InputRequiredException{Constants.apiKey=qianWenKeyApiKey;Generation gen =newGeneration();MessageManager msgManager =newMessageManager(10);Message systemMsg =Message.builder().role(Role.SYSTEM.getValue()).content("你是一个写文章的大师").build();Message userMsg =Message.builder().role(Role.USER.getValue()).content(content).build();
        msgManager.add(systemMsg);
        msgManager.add(userMsg);QwenParam param =QwenParam.builder().model(Generation.Models.QWEN_TURBO).messages(msgManager.get()).resultFormat(QwenParam.ResultFormat.MESSAGE).topP(0.8).enableSearch(true).build();GenerationResult result = gen.call(param);
        log.info("千问api回答的话语为：{}",result);return result;}}

返回结果

{"requestId":"358d15cd-c01c-9052-aa8f-c20232a50148","usage":{"inputTokens":25,"outputTokens":400,"totalTokens":425},"output":{"text":null,"finishReason":null,"choices":[{"finishReason":"stop","index":null,"message":{"role":"assistant","content":"标题：职场探索：打造个人品牌，成功求职之道\n\n在人生的道路上，找工作如同开启一段新的旅程，充满期待与挑战。在这个竞争激烈的市场中，找到理想的工作不仅需要实力的展现，更需要策略和技巧的巧妙运用。以下是一些关键步骤和建议，助你在求职之路上走得更稳健。\n\n首先，自我认知是基石。明确你的职业目标和兴趣，了解自己的优势与劣势，这将帮助你定位理想的职位。一份精心撰写的简历和个性化的求职信，能精准地传达你的专业技能和独特价值，让招聘者一眼看出你的潜力。\n\n其次，提升自我。不断学习和积累经验是提升竞争力的关键。无论是专业技能的精进，还是软技能的培养，如团队合作、沟通能力等，都能让你在众多应聘者中脱颖而出。参加行业研讨会、实习项目或者志愿者活动，都是拓宽视野和积累实战经验的好方法。\n\n网络的力量不容忽视。利用社交媒体平台如LinkedIn建立专业形象，定期更新你的职业动态和成就，不仅能吸引潜在雇主的注意，也能扩大你的人脉圈。同时，关注行业内的招聘信息，积极投递并参与线上面试，可以提高你的曝光率。\n\n面试时，充分准备至关重要。研究公司的文化和价值观，理解他们对岗位的期望，用实例说明你是如何满足这些要求的。展示你的热情、诚实和解决问题的能力，让面试官看到你的诚意和决心。\n\n最后，保持耐心和积极态度。找工作并非一蹴而就，可能会经历挫折，但请记住，每一次的拒绝都是向成功的一步。保持开放的心态，持续学习，不断提升自己，总有一天，机会会降临到有准备的你身上。\n\n总的来说，寻找工作是一个全方位的策略性过程，需要你的智慧、努力和时间。相信自己，坚持下去，你一定能在职场上找到属于你的那片天空。祝你好运，职场之路越走越宽广！","toolCalls":null,"toolCallId":null}}]}}

通过prompt调用

改良版本

packagetest;// Copyright (c) Alibaba, Inc. and its affiliates.importcom.alibaba.dashscope.aigc.conversation.Conversation;importcom.alibaba.dashscope.aigc.conversation.ConversationParam;importcom.alibaba.dashscope.aigc.conversation.ConversationResult;importcom.alibaba.dashscope.exception.ApiException;importcom.alibaba.dashscope.exception.InputRequiredException;importcom.alibaba.dashscope.exception.NoApiKeyException;importcom.alibaba.dashscope.utils.JsonUtils;publicclassMain{publicstaticvoidquickStart()throwsApiException,NoApiKeyException,InputRequiredException{Conversation conversation =newConversation();String prompt ="用萝卜、土豆、茄子做饭，给我个菜谱。";ConversationParam param =ConversationParam.builder().model(Conversation.Models.QWEN_TURBO).prompt(prompt).apiKey("你的apiKey").build();ConversationResult result = conversation.call(param);System.out.println(JsonUtils.toJson(result));}publicstaticvoidmain(String[] args){try{quickStart();}catch(ApiException|NoApiKeyException|InputRequiredException e){System.out.println(e.getMessage());}System.exit(0);}}

返回结果

{"requestId":"b384e189-4d38-9f2e-9773-8350c1934f1a","usage":{"input_tokens":32,"output_tokens":433,"total_tokens":465},"output":{"text":"当然可以，这里有一个简单而美味的三蔬菜炖煮菜品谱，名为\"红烧三蔬（萝卜、土豆、茄子）\"：\n\n**材料：**\n1. 萝卜1根\n2. 土豆2个\n3. 茄子2个\n4. 大葱1根\n5. 生姜2片\n6. 大蒜3瓣\n7. 食用油适量\n8. 料酒1汤匙\n9. 生抽酱油2汤匙\n10. 红糖2茶匙\n11. 清水适量\n12. 盐适量\n13. 胡椒粉适量\n14. 水淀粉（可选，用于勾芡）\n\n**步骤：**\n1. 萝卜、土豆和茄子分别洗净去皮，切成滚刀块。大葱切段，生姜和大蒜切末备用。\n2. 锅中加入适量食用油，放入红糖小火慢慢炒化，炒至红色泡沫状。\n3. 加入切好的姜蒜末，翻炒出香味。\n4. 倒入切好的萝卜块，翻煎均匀，让每一块都裹上糖色。\n5. 加入土豆块，继续翻煎至表面微黄。\n6. 将茄子块加入锅中，翻煎至所有蔬菜都略微软化。\n7. 倒入料酒，翻炒均匀后加入生抽酱油，翻炒均匀使蔬菜充分吸收调料。\n8. 加入足够的清水，水量以刚好没过蔬菜为宜。盖上锅盖，转中小火慢炖约15-20分钟，直到蔬菜熟软。\n9. 期间可根据口味加入适量的盐和胡椒粉调味。\n10. 如果喜欢汤汁浓稠，可在最后加入少量水淀粉，快速搅拌均匀即可。\n\n这道菜色泽诱人，营养丰富，是家常便饭的好选择。你可以根据个人口味调整食材份量和调料。Enjoy your meal!","finish_reason":"stop"}}

官方提供的版本

// Copyright (c) Alibaba, Inc. and its affiliates.importjava.util.concurrent.Semaphore;importcom.alibaba.dashscope.aigc.generation.Generation;importcom.alibaba.dashscope.aigc.generation.GenerationResult;importcom.alibaba.dashscope.aigc.generation.models.QwenParam;importcom.alibaba.dashscope.common.ResultCallback;importcom.alibaba.dashscope.exception.ApiException;importcom.alibaba.dashscope.exception.InputRequiredException;importcom.alibaba.dashscope.exception.NoApiKeyException;importcom.alibaba.dashscope.utils.JsonUtils;publicclassMain{privatefinalstaticStringPROMPT="就当前的海洋污染的情况，写一份限塑的倡议书提纲，需要有理有据地号召大家克制地使用塑料制品";publicstaticvoidqwenQuickStart()throwsNoApiKeyException,ApiException,InputRequiredException{Generation gen =newGeneration();QwenParam param =QwenParam.builder().model(Generation.Models.QWEN_TURBO).prompt(PROMPT).topP(0.8).build();GenerationResult result = gen.call(param);System.out.println(JsonUtils.toJson(result));}publicstaticvoidqwenQuickStartCallback()throwsNoApiKeyException,ApiException,InputRequiredException,InterruptedException{Generation gen =newGeneration();QwenParam param =QwenParam.builder().model(Generation.Models.QWEN_TURBO).prompt(PROMPT).topP(0.8).build();Semaphore semaphore =newSemaphore(0);
    gen.call(param,newResultCallback<GenerationResult>(){@OverridepublicvoidonEvent(GenerationResult message){System.out.println(message);}@OverridepublicvoidonError(Exception ex){System.out.println(ex.getMessage());
        semaphore.release();}@OverridepublicvoidonComplete(){System.out.println("onComplete");
        semaphore.release();}});
    semaphore.acquire();}publicstaticvoidmain(String[] args){try{qwenQuickStart();qwenQuickStartCallback();}catch(ApiException|NoApiKeyException|InputRequiredException|InterruptedException e){System.out.println(String.format("Exception %s", e.getMessage()));}System.exit(0);}}

前端最终实现效果图

后端使用通义千问SDK调用后，控制台的输出

最后附上该文章的语雀地址：博主语雀