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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 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.ChatClient;
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					import org.springframework.ai.chat.client.advisor.AbstractChatMemoryAdvisor;
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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.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.memory.ChatMemory;
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					import org.springframework.ai.chat.model.ChatResponse;
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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.beans.factory.annotation.Autowired;
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					import org.springframework.stereotype.Service;
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					import org.springframework.stereotype.Service;
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					import org.springframework.web.bind.annotation.CrossOrigin;
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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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					@CrossOrigin
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					public class ChatGptService {
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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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					    private final ChatClient chatClient;
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					    public ChatGptService(ChatClient.Builder chatClientBuilder, ChatMemory chatMemory) {
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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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					                .build();
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					    }
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					    }
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					    public Flux<Map<String,String>> getChatGptResStream(String input, SysUser sysUser) throws IOException {
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					    public Flux<Map<String,String>> getChatGptResStream(String input) 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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					        String id = UUID.randomUUID().toString();
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					        String id = UUID.randomUUID().toString();
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					        Map<String, String> finishMap = new HashMap<>();
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					        Map<String, String> finishMap = new HashMap<>();
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					        finishMap.put("content", "[DONE]");
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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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					    }
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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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					 | 
				
			
			
		
	
		
		
			
				
					
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					                .builder()
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					                .messages(Collections.singletonList(message))
 | 
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					 | 
				
			
			
		
	
		
		
			
				
					
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					                .model(ChatCompletion.Model.GPT_4_VISION_PREVIEW.getName())
 | 
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					 | 
				
			
			
		
	
		
		
			
				
					
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					                .build();
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					 | 
				
			
			
		
	
		
		
			
				
					
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					        openAiStreamClient.streamChatCompletion(chatCompletion, openAIEventSourceListener);
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					 | 
				
			
			
		
	
		
		
			
				
					
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					        return sseEmitter;
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					 | 
				
			
			
		
	
		
		
			
				
					
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					    }
 | 
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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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					 | 
				
			
			
		
	
		
		
			
				
					
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					                .model(Image.Model.DALL_E_3.getName())
 | 
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					 | 
				
			
			
		
	
		
		
			
				
					
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					                .prompt(content)
 | 
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					                .n(1)
 | 
					 | 
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					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
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					                .quality(Image.Quality.HD.getName())
 | 
					 | 
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					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                .size(SizeEnum.size_1024_1792.getName())
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                .style(Image.Style.NATURAL.getName())
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                .build();
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					        ImageResponse imageResponse = openAiClient.genImages(image);
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					        return imageResponse.getData().get(0).getUrl();
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					    }
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					    public SseEmitter getStreaming(ChatCompletion chatCompletion) {
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					        Flux<ChatCompletionResponse> streamingRes = getStreamingRes(chatCompletion);
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					        SseEmitter sseEmitter = new SseEmitter(0l);
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					        Flux.from(streamingRes)
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                .doOnNext(sseEvent -> {
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                    try {
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                        sseEmitter.send(SseEmitter.event()
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                                .id(sseEvent.getId())
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                                .data(sseEvent)
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                                .reconnectTime(3000));
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                    } catch (IOException e) {
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                        throw new RuntimeException(e);
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                    }
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                })
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                .doOnError(error -> {
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                    log.error("连接断开: {}", error.getMessage());
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                })
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                .doOnComplete(() -> {
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                    log.info("完成");
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					                }).subscribe();
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					        return sseEmitter;
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					    }
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					
 | 
					 | 
					 | 
					 | 
					 | 
				
			
			
		
	
		
		
			
				
					
					 | 
					 | 
					 | 
					}
 | 
					 | 
					 | 
					 | 
					}
 | 
				
			
			
		
	
	
		
		
			
				
					| 
						
						
						
					 | 
					 | 
					
 
 |