Merge pull request #13857 from abh1navv/BAEL-6355
BAEL-6355 - OpenAI API with Spring Boot
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package com.baeldung.openapi.config;
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import org.springframework.beans.factory.annotation.Qualifier;
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import org.springframework.beans.factory.annotation.Value;
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import org.springframework.context.annotation.Bean;
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import org.springframework.context.annotation.Configuration;
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import org.springframework.web.client.RestTemplate;
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@Configuration
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public class OpenAIRestTemplateConfig {
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@Value("${openai.api.key}")
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private String openaiApiKey;
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@Bean
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@Qualifier("openaiRestTemplate")
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public RestTemplate openaiRestTemplate() {
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RestTemplate restTemplate = new RestTemplate();
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restTemplate.getInterceptors().add((request, body, execution) -> {
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request.getHeaders().add("Authorization", "Bearer " + openaiApiKey);
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return execution.execute(request, body);
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});
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return restTemplate;
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}
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}
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package com.baeldung.openapi.controller;
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import com.baeldung.openapi.dto.ChatRequest;
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import com.baeldung.openapi.dto.ChatResponse;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.beans.factory.annotation.Qualifier;
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import org.springframework.beans.factory.annotation.Value;
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import org.springframework.web.bind.annotation.GetMapping;
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import org.springframework.web.bind.annotation.RequestParam;
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import org.springframework.web.bind.annotation.RestController;
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import org.springframework.web.client.RestTemplate;
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@RestController
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public class ChatController {
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@Qualifier("openaiRestTemplate")
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@Autowired
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private RestTemplate restTemplate;
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@Value("${openai.model}")
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private String model;
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@Value("${openai.api.url}")
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private String apiUrl;
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/**
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* Creates a chat request and sends it to the OpenAI API
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* Returns the first message from the API response
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*
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* @param prompt the prompt to send to the API
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* @return first message from the API response
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*/
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@GetMapping("/chat")
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public String chat(@RequestParam String prompt) {
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ChatRequest request = new ChatRequest(model, prompt);
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ChatResponse response = restTemplate.postForObject(
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apiUrl,
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request,
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ChatResponse.class);
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if (response == null || response.getChoices() == null || response.getChoices().isEmpty()) {
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return "No response";
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}
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return response.getChoices().get(0).getMessage().getContent();
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}
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}
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package com.baeldung.openapi.dto;
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import java.util.ArrayList;
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import java.util.List;
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public class ChatRequest {
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private String model;
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private List<Message> messages;
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public ChatRequest(String model, String prompt) {
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this.model = model;
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this.messages = new ArrayList<>();
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this.messages.add(new Message("user", prompt));
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}
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public String getModel() {
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return model;
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}
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public void setModel(String model) {
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this.model = model;
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}
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public List<Message> getMessages() {
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return messages;
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}
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public void setMessages(List<Message> messages) {
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this.messages = messages;
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}
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}
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package com.baeldung.openapi.dto;
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import java.util.List;
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public class ChatResponse {
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private List<Choice> choices;
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public static class Choice {
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private int index;
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private Message message;
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public int getIndex() {
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return index;
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}
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public void setIndex(int index) {
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this.index = index;
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}
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public Message getMessage() {
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return message;
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}
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public void setMessage(Message message) {
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this.message = message;
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}
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}
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public List<Choice> getChoices() {
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return choices;
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}
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public void setChoices(List<Choice> choices) {
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this.choices = choices;
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}
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}
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package com.baeldung.openapi.dto;
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public class Message {
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private String role;
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private String content;
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Message(String role, String content) {
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this.role = role;
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this.content = content;
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}
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Message() {
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}
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public String getRole() {
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return role;
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}
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public void setRole(String role) {
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this.role = role;
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}
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public String getContent() {
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return content;
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}
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public void setContent(String content) {
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this.content = content;
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}
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}
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@ -47,4 +47,8 @@ resilience4j.ratelimiter.instances.rateLimiterApi.limit-refresh-period=60s
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resilience4j.ratelimiter.instances.rateLimiterApi.timeout-duration=0s
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resilience4j.ratelimiter.instances.rateLimiterApi.allow-health-indicator-to-fail=true
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resilience4j.ratelimiter.instances.rateLimiterApi.subscribe-for-events=true
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resilience4j.ratelimiter.instances.rateLimiterApi.event-consumer-buffer-size=50
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resilience4j.ratelimiter.instances.rateLimiterApi.event-consumer-buffer-size=50
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openai.model=gpt-3.5-turbo
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openai.api.url=https://api.openai.com/v1/chat/completions
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openai.api.key=your-api-key
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