From 01bfaefb04f25cbdd53f1b3a7ef03ac593e06fce Mon Sep 17 00:00:00 2001
From: Administrator <15274802129@163.com>
Date: Wed, 27 Aug 2025 11:08:34 +0800
Subject: [PATCH] debug(ai): 在处理消息内容时添加控制台输出
---
src/main/java/cc/mrbird/febs/ai/service/impl/AiServiceImpl.java | 215 +++++++++++++++++++++++++++++++++++++++++++++++++++--
1 files changed, 207 insertions(+), 8 deletions(-)
diff --git a/src/main/java/cc/mrbird/febs/ai/service/impl/AiServiceImpl.java b/src/main/java/cc/mrbird/febs/ai/service/impl/AiServiceImpl.java
index 9639b0b..73aa812 100644
--- a/src/main/java/cc/mrbird/febs/ai/service/impl/AiServiceImpl.java
+++ b/src/main/java/cc/mrbird/febs/ai/service/impl/AiServiceImpl.java
@@ -1,12 +1,21 @@
package cc.mrbird.febs.ai.service.impl;
+import cc.mrbird.febs.ai.entity.AiTalkItem;
+import cc.mrbird.febs.ai.enumerates.AiTypeEnum;
import cc.mrbird.febs.ai.entity.AiProductRole;
+import cc.mrbird.febs.ai.req.ai.AiMessage;
import cc.mrbird.febs.ai.req.ai.AiRequest;
+import cc.mrbird.febs.ai.req.talk.AiTalkAnswerStream;
import cc.mrbird.febs.ai.res.ai.AiResponse;
import cc.mrbird.febs.ai.res.ai.RadarDataItem;
import cc.mrbird.febs.ai.res.ai.Report;
+import cc.mrbird.febs.ai.res.memberTalk.ApiMemberTalkStreamVo;
import cc.mrbird.febs.ai.service.AiProductRoleService;
import cc.mrbird.febs.ai.service.AiService;
+import cc.mrbird.febs.ai.service.AiTalkItemService;
+import cc.mrbird.febs.common.entity.FebsResponse;
+import cn.hutool.core.collection.CollUtil;
+import cn.hutool.core.util.StrUtil;
import cn.hutool.json.JSONUtil;
import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.JsonNode;
@@ -20,10 +29,12 @@
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Service;
import org.springframework.util.StringUtils;
+import reactor.core.publisher.Flux;
import javax.annotation.PostConstruct;
import javax.annotation.PreDestroy;
import java.util.ArrayList;
+import java.util.Arrays;
import java.util.List;
import java.util.concurrent.TimeUnit;
import java.util.function.Consumer;
@@ -62,6 +73,7 @@
private final AiProductRoleService aiProductRoleService;
private final ObjectMapper objectMapper;
+ private final AiTalkItemService aiTalkItemService;
@Value("${ai.service.ak}")
private String ak;
@@ -100,7 +112,7 @@
}
@Override
- public AiResponse start(String productRoleId, String content) {
+ public AiResponse start(List<AiMessage> aiMessageDtoList,Integer type,String productRoleId, String content, String question) {
if (!StringUtils.hasText(productRoleId)) {
log.warn("productRoleId 不能为空");
return buildErrorResponse(CODE_NOT_FOUND, "AI陪练不存在");
@@ -112,7 +124,15 @@
return buildErrorResponse(CODE_NOT_FOUND, "AI陪练不存在");
}
- String promptTemplate = aiProductRole.getPromptTemplate();
+
+ String promptTemplate = "作为一个智能助手，请回答我提出的问题。";
+ if (AiTypeEnum.QUESTION.getCode() == type){
+ promptTemplate = aiProductRole.getPromptHead();
+ }
+ if (AiTypeEnum.ANSWER.getCode() == type){
+ promptTemplate = aiProductRole.getPromptTemplate()+question;
+ }
+ log.info("promptTemplate: {}", promptTemplate);
String linkId = aiProductRole.getLinkId();
String jsonTemplate = aiProductRole.getJsonTemplate();
@@ -130,7 +150,9 @@
aiRequest.setJsonTemplate(jsonTemplate);
aiRequest.setLinkId(linkId);
aiRequest.setContent(content);
-
+ if (CollUtil.isNotEmpty(aiMessageDtoList)){
+ aiRequest.setAiMessageDtoList(aiMessageDtoList);
+ }
return this.question(aiRequest);
}
@@ -150,10 +172,19 @@
return buildErrorResponse(CODE_ERROR, "请求参数不完整");
}
- final List<ChatMessage> messages = new ArrayList<>();
- final ChatMessage systemMessage = ChatMessage.builder().role(ChatMessageRole.SYSTEM).content(promptTemplate).build();
- final ChatMessage userMessage = ChatMessage.builder().role(ChatMessageRole.USER).content(content).build();
+ List<ChatMessage> messages = new ArrayList<>();
+ ChatMessage systemMessage = ChatMessage.builder().role(ChatMessageRole.SYSTEM).content(promptTemplate).build();
+ ChatMessage userMessage = ChatMessage.builder().role(ChatMessageRole.USER).content(content).build();
messages.add(systemMessage);
+ if (CollUtil.isNotEmpty(aiRequest.getAiMessageDtoList())){
+ aiRequest.getAiMessageDtoList().forEach(aiMessageDto -> {
+ ChatMessage message = ChatMessage.builder()
+ .role(aiMessageDto.getRole())
+ .content(aiMessageDto.getContent())
+ .build();
+ messages.add(message);
+ });
+ }
messages.add(userMessage);
try {
@@ -184,7 +215,6 @@
.filter(contentObj -> contentObj != null)
.map(Object::toString)
.collect(Collectors.joining());
-
Report report = this.extractReportData(result);
return buildSuccessResponse(report, result);
} catch (JsonProcessingException e) {
@@ -313,7 +343,7 @@
public Report extractReportData(String modelOutput) {
Matcher matcher = JSON_PATTERN.matcher(modelOutput);
if (!matcher.find()) {
- log.warn("未匹配到FunctionCall内容，原始输出长度: {}", modelOutput.length());
+ log.warn("未匹配到FunctionCall内容，原始输出长度: {}", modelOutput);
return null;
}
@@ -333,6 +363,175 @@
}
}
+ // 修改服务实现
+ @Override
+ public Flux<FebsResponse> answerStream(String question) {
+ log.info("----- standard request -----");
+
+ final ChatMessage systemMessage = ChatMessage.builder()
+ .role(ChatMessageRole.SYSTEM)
+ .content("你是豆包，是由字节跳动开发的 AI 人工智能助手")
+ .build();
+
+ final ChatMessage userMessage = ChatMessage.builder()
+ .role(ChatMessageRole.USER)
+ .content(question)
+ .build();
+
+ List<ChatMessage> messages = Arrays.asList(systemMessage, userMessage);
+
+ ChatCompletionRequest chatCompletionRequest = ChatCompletionRequest.builder()
+ .model("ep-20250805124033-lhxbf")
+ .messages(messages)
+ .stream(true)
+ .thinking(new ChatCompletionRequest.ChatCompletionRequestThinking("enabled"))
+ .temperature(0.7)
+ .topP(0.9)
+ .maxTokens(2048)
+ .frequencyPenalty(0.0)
+ .build();
+
+ return Flux.from(service.streamChatCompletion(chatCompletionRequest))
+ .map(response -> {
+ if (response == null || response.getChoices() == null || response.getChoices().isEmpty()) {
+ return new FebsResponse().success().data("END");
+ }
+
+ ChatCompletionChoice choice = response.getChoices().get(0);
+ if (choice == null || choice.getMessage() == null) {
+ return new FebsResponse().success().data("END");
+ }
+
+
+ ApiMemberTalkStreamVo apiMemberTalkStreamVo = new ApiMemberTalkStreamVo();
+ // 判断是否触发深度思考，触发则打印模型输出的思维链内容
+ ChatMessage message = choice.getMessage();
+ if (message.getReasoningContent()!= null &&!message.getReasoningContent().isEmpty()) {
+ apiMemberTalkStreamVo.setReasoningContent(message.getReasoningContent());
+// System.out.print(message.getReasoningContent());
+ }
+
+ String content = message.getContent() == null ? "" : message.getContent().toString();
+ apiMemberTalkStreamVo.setContent(content);
+ System.out.print(content);
+ return new FebsResponse().success().data(apiMemberTalkStreamVo);
+ })
+ .onErrorResume(throwable -> {
+ log.error("流式调用AI服务失败，问题输入: {}", question, throwable);
+ FebsResponse errorResponse = new FebsResponse().fail().message("AI服务调用失败");
+ return Flux.just(errorResponse);
+ });
+ }
+
+ @Override
+ public Flux<FebsResponse> answerStreamV2(AiTalkAnswerStream dto) {
+ String question = dto.getQuestion();
+ log.info("----- standard request -----");
+
+ // 参数校验
+ if (StrUtil.isBlank(question)) {
+ return Flux.just(new FebsResponse().fail().message("问题不能为空"));
+ }
+
+ List<ChatMessage> messages = new ArrayList<>();
+
+ final ChatMessage systemMessage = ChatMessage.builder()
+ .role(ChatMessageRole.SYSTEM)
+ .content("你是豆包，是由字节跳动开发的 AI 人工智能助手")
+ .build();
+ messages.add(systemMessage);
+
+ // 获取历史消息记录
+ if (StrUtil.isNotEmpty(dto.getTalkId())) {
+ List<AiTalkItem> aiTalkItems = aiTalkItemService.getListByTalkId(dto.getTalkId());
+ if (CollUtil.isNotEmpty(aiTalkItems)) {
+ for (AiTalkItem aiTalkItem : aiTalkItems) {
+ ChatMessage chatMessage = buildChatMessageFromItem(aiTalkItem);
+ if (chatMessage != null) {
+ messages.add(chatMessage);
+ }
+ }
+ }
+ }
+
+ final ChatMessage userMessage = ChatMessage.builder()
+ .role(ChatMessageRole.USER)
+ .content(question)
+ .build();
+ messages.add(userMessage);
+
+ ChatCompletionRequest chatCompletionRequest = ChatCompletionRequest.builder()
+ .model("ep-20250805124033-lhxbf")
+ .messages(messages)
+ .stream(true)
+ .thinking(new ChatCompletionRequest.ChatCompletionRequestThinking("enabled"))
+ .temperature(0.7)
+ .topP(0.9)
+ .maxTokens(2048)
+ .frequencyPenalty(0.0)
+ .build();
+
+ return Flux.from(service.streamChatCompletion(chatCompletionRequest))
+ .map(response -> {
+ if (response == null || response.getChoices() == null || response.getChoices().isEmpty()) {
+ return new FebsResponse().success().data("END");
+ }
+
+ ChatCompletionChoice choice = response.getChoices().get(0);
+ if (choice == null || choice.getMessage() == null) {
+ return new FebsResponse().success().data("END");
+ }
+
+ ChatMessage message = choice.getMessage();
+ ApiMemberTalkStreamVo apiMemberTalkStreamVo = new ApiMemberTalkStreamVo();
+
+ // 处理 reasoning content
+ String reasoningContent = message.getReasoningContent();
+ if (StrUtil.isNotEmpty(reasoningContent)) {
+ apiMemberTalkStreamVo.setReasoningContent(reasoningContent);
+ log.debug("Reasoning Content: {}", reasoningContent);
+ }
+
+ // 安全处理 content
+ String content = "";
+ if (message.getContent() != null) {
+ content = message.getContent().toString();
+ }
+ apiMemberTalkStreamVo.setContent(content);
+ System.out.print(content);
+ log.debug("Content: {}", content);
+
+ return new FebsResponse().success().data(apiMemberTalkStreamVo);
+ })
+ .onErrorResume(throwable -> {
+ log.error("流式调用AI服务失败，问题输入: {}", question, throwable);
+ FebsResponse errorResponse = new FebsResponse().fail().message("AI服务调用失败");
+ return Flux.just(errorResponse);
+ });
+ }
+
+ // 提取为私有方法，提高可读性和复用性
+ private ChatMessage buildChatMessageFromItem(AiTalkItem item) {
+ if (item == null) return null;
+
+ switch (item.getType()) {
+ case 1:
+ return ChatMessage.builder()
+ .role(ChatMessageRole.USER)
+ .content(item.getContext())
+ .build();
+ case 2:
+ return ChatMessage.builder()
+ .role(ChatMessageRole.ASSISTANT)
+ .content(item.getContext())
+ .build();
+ default:
+ return null;
+ }
+ }
+
+
+
private Report tryRepairTruncatedJson(String truncatedJson) {
String[] repairAttempts = {
truncatedJson + "\"}}}",
--
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