Spring Boot项目中使用OpenAI-Java

Posted 2023-04-09 JoseKe

 目录

前言

准备工作

集成达芬奇模型

效果展示

---

前言

Spring Boot是由Pivotal团队提供的全新框架，其设计目的是用来简化新Spring应用的初始搭建以及开发过程。该框架使用了特定的方式来进行配置，从而使开发人员不再需要定义样板化的配置。通过这种方式，Spring Boot致力于在蓬勃发展的快速应用开发领域（rapid application development）成为领导者。

准备工作

1、初始化一个springboot项目

参考地址：https://joseke.blog.csdn.net/article/details/127196743

2、访问OPENAI官网获取API密钥

地址：https://platform.openai.com/account/api-keys

3、通过OPENA开源的JAVA SDK （OpenAI-Java）访问 API

地址：GitHub - TheoKanning/openai-java: OpenAI GPT-3 Api Client in Java

集成达芬奇模型

1、编写SpringBoot项目中的pom文件

<dependency>
   <groupId>com.theokanning.openai-gpt3-java</groupId>
   <artifactId>client</artifactId>
   <version>0.9.0</version>
</dependency>

2、初始化OpenAiService类

import com.theokanning.openai.OpenAiService;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;

import java.time.Duration;

/**
 * openai 配置类
 */
@Configuration
public class OpenAiConfiguration 

    @Value("$open.ai.key")
    private String openAiKey;
    @Value("$open.ai.request.timeout")
    private long timeout;
    
    @Bean
    public OpenAiService openAiService()
        return new OpenAiService(openAiKey, Duration.ofSeconds(timeout));
    

3、配置密钥、超时时间和使用的模型

#application.properties
server.port=8081
#密钥
open.ai.key=xxxxxxxx
#超时时间
open.ai.request.timeout=100000
#达芬奇模型
open.ai.model=text-davinci-003

3、编写访问业务类

import com.google.common.collect.Maps;
import com.theokanning.openai.OpenAiService;
import com.theokanning.openai.completion.CompletionRequest;
import com.theokanning.openai.completion.CompletionResult;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Service;

import java.util.Arrays;
import java.util.Map;

@Slf4j
@Service
public class OpenAiChatBiz 

    @Value("$open.ai.model")
    private String openAiModel;
    @Autowired
    private OpenAiService openAiService;
    /**
     * 聊天
     * @param prompt
     * @return
     */
    public String chat(String prompt)
        CompletionRequest completionRequest = CompletionRequest.builder()
                .prompt(prompt)
                .model(openAiModel)
                .echo(true)
                .temperature(0.7)
                .topP(1d)
                .frequencyPenalty(0d)
                .presencePenalty(0d)
                .maxTokens(1000)
                .build();
        CompletionResult completionResult = openAiService.createCompletion(completionRequest);
        String text = completionResult.getChoices().get(0).getText();
        return text;
    

4、编写访问接口

import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestMethod;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;

@RestController
public class OpenAiChatApi 

    @Autowired
    private OpenAiChatBiz openAiChatBiz;

    @RequestMapping(path = "/chat/question",method = RequestMethod.GET)
    public String openAiChat(@RequestParam("question")String question)
        if(StringUtils.isBlank(question))
            return "Please Input";
        
        return openAiChatBiz.chat(question);
    

效果展示

使用google的API Tester插件进行测试

​

在多模块 Spring Boot 项目中使用属性

【中文标题】在多模块 Spring Boot 项目中使用属性

【英文标题】：using properties in a multi module Spring Boot project

【发布时间】：2019-02-18 00:23:31

【问题描述】：

我正在开发一个多模块 Spring Boot 项目，但遇到了有关保存在 application.properties 文件中的属性的问题。从头开始：

目前我有两个模块：数据和网络。项目结构如下：

parent project

      |_ data

      |_ web

模块在父 pom 文件中正确命名

<modules>
    <module>data</module>
    <module>web</module>
</modules>

数据模块负责连接数据库并定义数据访问的存储库。它的 application.properties 文件中有一些属性，其中包含与数据库的连接详细信息

spring.datasource.url=jdbc:oracle:thin:@localhost:1521:XE
spring.datasource.driver-class-name=oracle.jdbc.driver.OracleDriver
spring.datasource.username=XXXXXXXX
spring.datasource.password=XXXXXXXXX

在 web 模块中，我想从数据库中读取数据并将其放入 jsp。于是我在web-module的pom中添加了一个依赖到data-module：

<dependency> 
    <groupId>de.my.fancy.groupId</groupId>
    <artifactId>data</artifactId> 
    <version>$project.version</version>
</dependency>

启动网络模块时出现此错误：

***************************
APPLICATION FAILED TO START
***************************

Description:

Failed to configure a DataSource: 'url' attribute is not specified and no embedded datasource could be configured.

Reason: Failed to determine a suitable driver class

我想我可能不得不从数据模块中注入我的配置类，所以我改变了 web 模块的起始类，如下所示：

@SpringBootApplication(exclude= SecurityAutoConfiguration.class, scanBasePackageClasses= JPAConfig.class)
public class WebApplication 

    @Autowired
    JPAConfig config;

    public static void main(String[] args) 
        SpringApplication.run(WebApplication.class, args);
    

修改后出现如下错误：

Error starting ApplicationContext. To display the conditions report re-run your application with 'debug' enabled.
2018-09-13 11:25:21.517 ERROR 8120 --- [           main] o.s.boot.SpringApplication               : Application run failed

org.springframework.beans.factory.UnsatisfiedDependencyException: Error creating bean with name 'webApplication': Unsatisfied dependency expressed through field 'config'; nested exception is         org.springframework.beans.factory.BeanCreationException: Error creating bean with name 'JPAConfig': Injection of autowired dependencies failed; nested exception is java.lang.IllegalArgumentException: Could not resolve placeholder 'spring.datasource.driver-class-name' in value "$spring.datasource.driver-class-name"
at org.springframework.beans.factory.annotation.AutowiredAnnotationBeanPostProcessor$AutowiredFieldElement.inject(AutowiredAnnotationBeanPostProcessor.java:587) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.annotation.InjectionMetadata.inject(InjectionMetadata.java:91) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.annotation.AutowiredAnnotationBeanPostProcessor.postProcessPropertyValues(AutowiredAnnotationBeanPostProcessor.java:373) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.populateBean(AbstractAutowireCapableBeanFactory.java:1350) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.doCreateBean(AbstractAutowireCapableBeanFactory.java:580) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.createBean(AbstractAutowireCapableBeanFactory.java:503) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractBeanFactory.lambda$doGetBean$0(AbstractBeanFactory.java:317) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.DefaultSingletonBeanRegistry.getSingleton(DefaultSingletonBeanRegistry.java:222) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractBeanFactory.doGetBean(AbstractBeanFactory.java:315) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractBeanFactory.getBean(AbstractBeanFactory.java:199) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.DefaultListableBeanFactory.preInstantiateSingletons(DefaultListableBeanFactory.java:760) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.context.support.AbstractApplicationContext.finishBeanFactoryInitialization(AbstractApplicationContext.java:869) ~[spring-context-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.context.support.AbstractApplicationContext.refresh(AbstractApplicationContext.java:550) ~[spring-context-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.boot.web.servlet.context.ServletWebServerApplicationContext.refresh(ServletWebServerApplicationContext.java:140) ~[spring-boot-2.0.3.RELEASE.jar:2.0.3.RELEASE]
at org.springframework.boot.SpringApplication.refresh(SpringApplication.java:759) [spring-boot-2.0.3.RELEASE.jar:2.0.3.RELEASE]
at org.springframework.boot.SpringApplication.refreshContext(SpringApplication.java:395) [spring-boot-2.0.3.RELEASE.jar:2.0.3.RELEASE]
at org.springframework.boot.SpringApplication.run(SpringApplication.java:327) [spring-boot-2.0.3.RELEASE.jar:2.0.3.RELEASE]
at org.springframework.boot.SpringApplication.run(SpringApplication.java:1255) [spring-boot-2.0.3.RELEASE.jar:2.0.3.RELEASE]
at org.springframework.boot.SpringApplication.run(SpringApplication.java:1243) [spring-boot-2.0.3.RELEASE.jar:2.0.3.RELEASE]
at de.fraport.bvd.mobisl.web.WebApplication.main(WebApplication.java:17) [classes/:na]
Caused by: org.springframework.beans.factory.BeanCreationException: Error creating bean with name 'JPAConfig': Injection of autowired dependencies failed; nested exception is java.lang.IllegalArgumentException: Could not resolve placeholder 'spring.datasource.driver-class-name' in value "$spring.datasource.driver-class-name"
at org.springframework.beans.factory.annotation.AutowiredAnnotationBeanPostProcessor.postProcessPropertyValues(AutowiredAnnotationBeanPostProcessor.java:379) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.populateBean(AbstractAutowireCapableBeanFactory.java:1350) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.doCreateBean(AbstractAutowireCapableBeanFactory.java:580) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.createBean(AbstractAutowireCapableBeanFactory.java:503) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractBeanFactory.lambda$doGetBean$0(AbstractBeanFactory.java:317) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.DefaultSingletonBeanRegistry.getSingleton(DefaultSingletonBeanRegistry.java:222) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractBeanFactory.doGetBean(AbstractBeanFactory.java:315) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractBeanFactory.getBean(AbstractBeanFactory.java:199) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.config.DependencyDescriptor.resolveCandidate(DependencyDescriptor.java:251) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.DefaultListableBeanFactory.doResolveDependency(DefaultListableBeanFactory.java:1138) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.DefaultListableBeanFactory.resolveDependency(DefaultListableBeanFactory.java:1065) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.annotation.AutowiredAnnotationBeanPostProcessor$AutowiredFieldElement.inject(AutowiredAnnotationBeanPostProcessor.java:584) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
... 19 common frames omitted
Caused by: java.lang.IllegalArgumentException: Could not resolve placeholder 'spring.datasource.driver-class-name' in value "$spring.datasource.driver-class-name"
at org.springframework.util.PropertyPlaceholderHelper.parseStringValue(PropertyPlaceholderHelper.java:172) ~[spring-core-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.util.PropertyPlaceholderHelper.replacePlaceholders(PropertyPlaceholderHelper.java:124) ~[spring-core-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.core.env.AbstractPropertyResolver.doResolvePlaceholders(AbstractPropertyResolver.java:237) ~[spring-core-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.core.env.AbstractPropertyResolver.resolveRequiredPlaceholders(AbstractPropertyResolver.java:211) ~[spring-core-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.context.support.PropertySourcesPlaceholderConfigurer.lambda$processProperties$0(PropertySourcesPlaceholderConfigurer.java:175) ~[spring-context-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.AbstractBeanFactory.resolveEmbeddedValue(AbstractBeanFactory.java:839) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.DefaultListableBeanFactory.doResolveDependency(DefaultListableBeanFactory.java:1086) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.support.DefaultListableBeanFactory.resolveDependency(DefaultListableBeanFactory.java:1065) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.annotation.AutowiredAnnotationBeanPostProcessor$AutowiredFieldElement.inject(AutowiredAnnotationBeanPostProcessor.java:584) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.annotation.InjectionMetadata.inject(InjectionMetadata.java:91) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
at org.springframework.beans.factory.annotation.AutowiredAnnotationBeanPostProcessor.postProcessPropertyValues(AutowiredAnnotationBeanPostProcessor.java:373) ~[spring-beans-5.0.7.RELEASE.jar:5.0.7.RELEASE]
... 30 common frames omitted

所以似乎我无法从数据模块中的 application.properties 获取属性，以在 web 模块中的注入配置对象中使用。我可以在这里做些什么来让 web 模块中使用的属性？

【问题讨论】：

***.com/a/43222303/9705485 或 ***.com/a/44722003/9705485 可能会有所帮助。也许您可以使用 data.properties 和 PropertySource

您可以在 web 项目（用于最终 jar 的那个）上再次列出属性，或者这可以帮助您解决此问题：***.com/a/35285874/3154883

好吧，太好了！感谢你们俩。听起来不错，我会试一试

【参考方案1】：

问题可能在于 application.properties 来自 Web 项目而不是数据。你不能继承这些并且 application.properties 文件没有被聚合，它只是来自链中的最后一个项目。您可以尝试将数据项目中的属性文件重命名为例如data.properties 并确保它已加载 @PropertySource(value = "data.properties"