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@ -1,31 +1,11 @@
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package cn.lige2333.qrdouble.chatgpt.service;
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package cn.lige2333.ligeai.chatgpt.service;
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import cn.hutool.core.collection.CollUtil;
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import cn.hutool.core.util.StrUtil;
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import cn.hutool.json.JSONUtil;
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import cn.lige2333.qrdouble.security.entity.SysUser;
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import com.alibaba.fastjson.JSON;
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import com.alibaba.fastjson.JSONObject;
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import com.unfbx.chatgpt.OpenAiClient;
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import com.unfbx.chatgpt.OpenAiStreamClient;
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import com.unfbx.chatgpt.entity.chat.*;
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import com.unfbx.chatgpt.entity.common.Choice;
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import com.unfbx.chatgpt.entity.images.Image;
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import com.unfbx.chatgpt.entity.images.ImageResponse;
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import com.unfbx.chatgpt.entity.images.SizeEnum;
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import com.unfbx.chatgpt.sse.ConsoleEventSourceListener;
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import lombok.extern.slf4j.Slf4j;
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import org.apache.logging.log4j.util.Strings;
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import org.jetbrains.annotations.NotNull;
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import org.springframework.ai.chat.client.ChatClient;
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import org.springframework.ai.chat.client.advisor.AbstractChatMemoryAdvisor;
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import org.springframework.ai.chat.client.advisor.PromptChatMemoryAdvisor;
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import org.springframework.ai.chat.client.advisor.QuestionAnswerAdvisor;
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import org.springframework.ai.chat.memory.ChatMemory;
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import org.springframework.ai.chat.model.ChatResponse;
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import org.springframework.ai.openai.api.OpenAiApi;
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import org.springframework.ai.vectorstore.SearchRequest;
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import org.springframework.ai.vectorstore.VectorStore;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.stereotype.Service;
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import org.springframework.web.bind.annotation.CrossOrigin;
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@ -41,12 +21,6 @@ import java.util.*;
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@CrossOrigin
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public class ChatGptService {
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@Autowired
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private OpenAiClient openAiClient;
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@Autowired
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private OpenAiStreamClient openAiStreamClient;
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private final ChatClient chatClient;
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public ChatGptService(ChatClient.Builder chatClientBuilder, ChatMemory chatMemory) {
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@ -74,10 +48,7 @@ public class ChatGptService {
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.build();
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}
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public Flux<Map<String,String>> getChatGptResStream(String input, SysUser sysUser) throws IOException {
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if(Objects.isNull(sysUser)){
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throw new RuntimeException("用户信息获取失败!");
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}
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public Flux<Map<String,String>> getChatGptResStream(String input) throws IOException {
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String id = UUID.randomUUID().toString();
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Map<String, String> finishMap = new HashMap<>();
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finishMap.put("content", "[DONE]");
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@ -96,163 +67,4 @@ public class ChatGptService {
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}
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public ChatCompletionResponse getCompletionRes(ChatCompletion chatCompletion) {
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List<Message> messages = chatCompletion.getMessages();
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ChatCompletionResponse chatCompletionResponse = new ChatCompletionResponse();
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if (CollUtil.isNotEmpty(messages)) {
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Message message = messages.get(messages.size() - 1);
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ChatResponse currentDate = this.chatClient.prompt()
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.user(message.getContent())
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.system(promptSystemSpec -> promptSystemSpec.param("current_date", LocalDateTime.now().toString()))
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.advisors(advisorSpec -> advisorSpec.param(AbstractChatMemoryAdvisor.CHAT_MEMORY_RETRIEVE_SIZE_KEY, 100))
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.call().chatResponse();
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chatCompletionResponse.setId(currentDate.getMetadata().getId());
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ChatChoice choice = new ChatChoice();
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choice.setIndex(0);
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choice.setMessage(Message.builder().content(currentDate.getResult().getOutput().getContent()).role(Message.Role.ASSISTANT).build());
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choice.setFinishReason(currentDate.getResult().getMetadata().getFinishReason());
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chatCompletionResponse.setChoices(Arrays.asList(choice));
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return chatCompletionResponse;
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}
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return chatCompletionResponse;
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}
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public Flux<ChatCompletionResponse> getStreamingRes(ChatCompletion chatCompletion) {
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List<Message> messages = chatCompletion.getMessages();
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if(CollUtil.isNotEmpty(messages)){
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Message message = messages.get(messages.size() - 1);
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Flux<ChatCompletionResponse> result = this.chatClient.prompt()
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.user(message.getContent())
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.system(promptSystemSpec -> promptSystemSpec.param("current_date", LocalDateTime.now().toString()))
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.advisors(advisorSpec -> advisorSpec.param(AbstractChatMemoryAdvisor.CHAT_MEMORY_RETRIEVE_SIZE_KEY, 100))
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.stream().chatResponse().map(res -> {
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ChatCompletionResponse chatCompletionResponse = new ChatCompletionResponse();
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chatCompletionResponse.setId(res.getMetadata().getId());
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ChatChoice choice = new ChatChoice();
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choice.setIndex(0);
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choice.setDelta(Message.builder().content(res.getResult().getOutput().getContent()).role(Message.Role.ASSISTANT).build());
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choice.setFinishReason(res.getResult().getMetadata().getFinishReason());
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chatCompletionResponse.setChoices(Arrays.asList(choice));
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return chatCompletionResponse;
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});
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return result;
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}
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return Flux.just(new ChatCompletionResponse());
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}
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public String getChatGptRes(String input, SysUser sysUser) {
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List<Message> messages = getMessages(input, sysUser);
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ChatCompletion chatCompletion = ChatCompletion.builder().messages(messages).model(ChatCompletion.Model.GPT_4.getName()).build();
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ChatCompletionResponse chatCompletionResponse = openAiClient.chatCompletion(chatCompletion);
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return chatCompletionResponse.getChoices().get(0).getMessage().getContent().replaceAll("\r|\n", "");
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}
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private List<Message> getMessages(String input, SysUser sysUser) {
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String messageContext = (String) LocalCache.CACHE.get(sysUser.getUserName());
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List<Message> messages = new ArrayList<>();
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if (StrUtil.isNotBlank(messageContext)) {
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messages = JSONUtil.toList(messageContext, Message.class);
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if (messages.size() >= 10) {
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messages = messages.subList(1, 10);
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}
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Message currentMessage = Message.builder().content(input).role(Message.Role.USER).build();
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messages.add(currentMessage);
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} else {
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Message currentMessage = Message.builder().content(input).role(Message.Role.USER).build();
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messages.add(currentMessage);
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}
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return messages;
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}
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public void pictureChat(String text,String imgUrl, SysUser sysUser) {
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Content textContent = Content.builder().text(text).type(Content.Type.TEXT.getName()).build();
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ImageUrl imageUrl = ImageUrl.builder().url(imgUrl).build();
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Content imageContent = Content.builder().imageUrl(imageUrl).type(Content.Type.IMAGE_URL.getName()).build();
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List<Content> contentList = new ArrayList<>();
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contentList.add(textContent);
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contentList.add(imageContent);
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MessagePicture message = MessagePicture.builder().role(Message.Role.USER).content(contentList).build();
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ChatCompletionWithPicture chatCompletion = ChatCompletionWithPicture
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.builder()
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.messages(Collections.singletonList(message))
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.model(ChatCompletion.Model.GPT_4_VISION_PREVIEW.getName())
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.build();
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ChatCompletionResponse chatCompletionResponse = openAiClient.chatCompletion(chatCompletion);
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chatCompletionResponse.getChoices().forEach(e -> System.out.println(e.getMessage()));
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}
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public SseEmitter pictureChatStream(String text,String imgUrl, SysUser sysUser) throws IOException {
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Content textContent = Content.builder().text(text).type(Content.Type.TEXT.getName()).build();
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ImageUrl imageUrl = ImageUrl.builder().url(imgUrl).build();
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Content imageContent = Content.builder().imageUrl(imageUrl).type(Content.Type.IMAGE_URL.getName()).build();
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SseEmitter sseEmitter = new SseEmitter(0l);
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sseEmitter.send(SseEmitter.event().id("1").name("连接成功!!!!").data(LocalDateTime.now()).reconnectTime(3000));
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sseEmitter.onCompletion(() -> {
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log.info(LocalDateTime.now() + "on completion");
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});
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sseEmitter.onTimeout(() -> log.info(LocalDateTime.now() + ", on timeout#" + sseEmitter.getTimeout()));
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sseEmitter.onError(
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throwable -> {
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try {
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log.info(LocalDateTime.now() + ", uid#" + "765431" + ", on error#" + throwable.toString());
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sseEmitter.send(SseEmitter.event().id("765431").name("发生异常!").data(throwable.getMessage()).reconnectTime(3000));
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} catch (IOException e) {
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e.printStackTrace();
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}
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}
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);
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OpenAISSEEventSourceListener openAIEventSourceListener = new OpenAISSEEventSourceListener(sseEmitter);
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List<Content> contentList = new ArrayList<>();
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contentList.add(textContent);
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contentList.add(imageContent);
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MessagePicture message = MessagePicture.builder().role(Message.Role.USER).content(contentList).build();
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ChatCompletionWithPicture chatCompletion = ChatCompletionWithPicture
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.builder()
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.messages(Collections.singletonList(message))
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.model(ChatCompletion.Model.GPT_4_VISION_PREVIEW.getName())
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.build();
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openAiStreamClient.streamChatCompletion(chatCompletion, openAIEventSourceListener);
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return sseEmitter;
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}
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public String generateImage(String content) {
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Image image = Image.builder()
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.responseFormat(com.unfbx.chatgpt.entity.images.ResponseFormat.URL.getName())
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.model(Image.Model.DALL_E_3.getName())
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.prompt(content)
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.n(1)
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.quality(Image.Quality.HD.getName())
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.size(SizeEnum.size_1024_1792.getName())
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.style(Image.Style.NATURAL.getName())
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.build();
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ImageResponse imageResponse = openAiClient.genImages(image);
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return imageResponse.getData().get(0).getUrl();
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}
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public SseEmitter getStreaming(ChatCompletion chatCompletion) {
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Flux<ChatCompletionResponse> streamingRes = getStreamingRes(chatCompletion);
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SseEmitter sseEmitter = new SseEmitter(0l);
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Flux.from(streamingRes)
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.doOnNext(sseEvent -> {
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try {
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sseEmitter.send(SseEmitter.event()
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.id(sseEvent.getId())
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.data(sseEvent)
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.reconnectTime(3000));
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} catch (IOException e) {
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throw new RuntimeException(e);
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}
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})
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.doOnError(error -> {
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log.error("连接断开: {}", error.getMessage());
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})
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.doOnComplete(() -> {
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log.info("完成");
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}).subscribe();
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return sseEmitter;
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}
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}
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