springboot整合Chat Generative Pre-trained Transformer

拼搏现实的明天。 2024-03-26 11:21 29阅读 0赞

**什么是Chat Generative Pre-trained Transformer**  
Chat Generative Pre-trained Transformer，是以人工智能驱动的聊天机器人程序 ，已经更新多个版本，很多大厂也都在接入其API。

**整合难度**  
难度一颗星，基本上就是给官方API发请求，然后获取响应即可。

**先睹为快**  
***QA问答***  
![在这里插入图片描述][cd6cd2de9a3c4963b7bf799f1d845877.png]![在这里插入图片描述][e0a07083b76c49ac859459cb1df36d0f.png]![在这里插入图片描述][00b8aab7851d4d25a76b6ec4d6ed339f.png]  
***图像绘画：一艘宇宙飞船遨游在浩瀚星空***  
![在这里插入图片描述][4c00e10de1af4637b343f5bafa9b27f1.png]![在这里插入图片描述][dba97b742d784763af364a70c73b48db.png]

**oK现在开始实战++**  
**1、创建一个基于springboot的maven项目并引入依赖**  
1.1 idea新建一个maven项目  
![在这里插入图片描述][bef6cbdde9bb4df2b5a1770342a40f57.png]  
1.2 修改配置文件pom.xml

<dependency>
          <groupId>com.theokanning.openai-gpt3-java</groupId>
           <artifactId>client</artifactId>
           <version>0.10.0</version>
       </dependency>

1.3 将apikeys配置在application  
![在这里插入图片描述][73c9a6cee8a344d3bf2a560b347bc600.png]  
1.4 编写测试类

@SpringBootTest
    class GptDemoApplicationTests {
        
    
        @Value("${api.keys}")
        private String apiKeys;
    
        @Test
        void contextLoads() {
        
            OpenAiService service = new OpenAiService(apiKeys);
            System.out.println("\nCreating Image...");
            CreateImageRequest request = CreateImageRequest.builder()
                    .prompt("A spaceship travels in the vast starry sky")
                    .build();
    
            System.out.println("\nImage is located at:");
            System.out.println(service.createImage(request).getData().get(0).getUrl());
        }
    
        /**
         * qa
         */
        @Test
        void qa(){
        
            OpenAiService service = new OpenAiService(apiKeys,3000);
            String ques = "地球为什么是圆的?";
            System.err.println(ques);
            System.out.println("\nCreating completion...");
            CompletionRequest completionRequest = CompletionRequest.builder()
                    .model("text-davinci-003")
                    .prompt(ques)
                    .user("testing")
                    .maxTokens(1000)
                    .topP(1.0)
                    .n(1)
                    .temperature(0.0)
                    .frequencyPenalty(0.0)
                    .presencePenalty(0.0)
                    .build();
            service.createCompletion(completionRequest).getChoices().forEach(obj ->{
        
                System.err.println(obj.getText());
            });
    
        }
    }

**2、简单测试下是否能够运行**  
2.1 首先测试QA是否正常运行

OpenAiService service = new OpenAiService(apiKeys,3000);
            String ques = "地球为什么是圆的?";
            System.err.println(ques);
            System.out.println("\nCreating completion...");
            CompletionRequest completionRequest = CompletionRequest.builder()
                    .model("text-davinci-003")
                    .prompt(ques)
                    .user("testing")
                    .maxTokens(1000)
                    .topP(1.0)
                    .n(1)
                    .temperature(0.0)
                    .frequencyPenalty(0.0)
                    .presencePenalty(0.0)
                    .build();

2.2 执行测试代码，查看控制台结果  
![在这里插入图片描述][5ee88fdf8b3c44c7a4f4eaf63dc33ea0.png]

2.3 测试生成一张图片，生成 一艘宇宙飞船遨游在浩瀚星空 的图片

CreateImageRequest request = CreateImageRequest.builder()
                    .prompt("A spaceship travels in the vast starry sky")
                    .build();

2.5 运行测试方法，点击控制台打印的图片地址，查看生成的图片  
![在这里插入图片描述][5fa46786e1d142cd999763fc7b09d8ac.png]  
![在这里插入图片描述][4a47d8b0dfef4cd9adcbf7b1735608d0.png]

[cd6cd2de9a3c4963b7bf799f1d845877.png]: https://img-blog.csdnimg.cn/cd6cd2de9a3c4963b7bf799f1d845877.png
[e0a07083b76c49ac859459cb1df36d0f.png]: https://img-blog.csdnimg.cn/e0a07083b76c49ac859459cb1df36d0f.png
[00b8aab7851d4d25a76b6ec4d6ed339f.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/03/26/8b9de52d7c93433eb5dcaab2ef3e8bdc.png
[4c00e10de1af4637b343f5bafa9b27f1.png]: https://img-blog.csdnimg.cn/4c00e10de1af4637b343f5bafa9b27f1.png
[dba97b742d784763af364a70c73b48db.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/03/26/8b183966401e4ddeb39ba6b736cb2281.png
[bef6cbdde9bb4df2b5a1770342a40f57.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/03/26/3d750b2953674eaeb0ad48da1bf4b60b.png
[73c9a6cee8a344d3bf2a560b347bc600.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/03/26/56c95249c7094bcc89288c383158976e.png
[5ee88fdf8b3c44c7a4f4eaf63dc33ea0.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/03/26/4e3c044d8e5f4eb6af2adf655405c9ba.png
[5fa46786e1d142cd999763fc7b09d8ac.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/03/26/f77ceda7337d416fa02d557591e0741e.png
[4a47d8b0dfef4cd9adcbf7b1735608d0.png]: https://image.dandelioncloud.cn/pgy_files/images/2024/03/26/c64d57878e4a40db8accbd1bd44c3df8.png