From 629da7314cfdb172ba734d4abafa51d7f0c32c3a Mon Sep 17 00:00:00 2001
From: Administrator <15274802129@163.com>
Date: Wed, 03 Sep 2025 10:45:49 +0800
Subject: [PATCH] feat(ai): 更新阿里云大模型版本并调整生成参数
---
src/main/java/cc/mrbird/febs/ai/strategy/Impl/AliLlmStrategyServiceImpl.java | 109 ++++++++++++++++++++++++++++++++++++++++++++++++++----
1 files changed, 100 insertions(+), 9 deletions(-)
diff --git a/src/main/java/cc/mrbird/febs/ai/strategy/Impl/AliLlmStrategyServiceImpl.java b/src/main/java/cc/mrbird/febs/ai/strategy/Impl/AliLlmStrategyServiceImpl.java
index 78e023b..f9ad98f 100644
--- a/src/main/java/cc/mrbird/febs/ai/strategy/Impl/AliLlmStrategyServiceImpl.java
+++ b/src/main/java/cc/mrbird/febs/ai/strategy/Impl/AliLlmStrategyServiceImpl.java
@@ -1,13 +1,17 @@
package cc.mrbird.febs.ai.strategy.Impl;
import cc.mrbird.febs.ai.strategy.LlmStrategyService;
+import cc.mrbird.febs.ai.strategy.enumerates.LlmStrategyContextEnum;
import cc.mrbird.febs.ai.strategy.param.LlmStrategyDto;
import cc.mrbird.febs.common.entity.FebsResponse;
import cc.mrbird.febs.common.exception.FebsException;
+import cn.hutool.core.collection.CollUtil;
import cn.hutool.core.util.StrUtil;
import com.alibaba.dashscope.aigc.generation.Generation;
import com.alibaba.dashscope.aigc.generation.GenerationParam;
import com.alibaba.dashscope.aigc.generation.GenerationResult;
+import com.alibaba.dashscope.common.Message;
+import com.alibaba.dashscope.common.Role;
import com.alibaba.dashscope.exception.InputRequiredException;
import com.alibaba.dashscope.exception.NoApiKeyException;
import io.reactivex.Flowable;
@@ -15,27 +19,64 @@
import reactor.core.publisher.Flux;
import javax.annotation.PostConstruct;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
@Component("AliLlmStrategyService")
public class AliLlmStrategyServiceImpl implements LlmStrategyService {
private GenerationParam generationParam;
+ private static final String apiKey = "sk-babdcf8799144134915cee2683794b2f";
+// private static final String model = "qwen-plus";
+ private static final String model = "qwen3-14b-ft-202509031002-7446";
+
@PostConstruct
public void init() {
this.generationParam = GenerationParam.builder()
// 若没有配置环境变量，请用阿里云百炼API Key将下行替换为：.apiKey("sk-xxx")
- .apiKey("sk-babdcf8799144134915cee2683794b2f")
+ .apiKey(apiKey)
// 模型列表：https://help.aliyun.com/zh/model-studio/getting-started/models
- .model("qwen-plus")
+ .model(model)
.resultFormat(GenerationParam.ResultFormat.MESSAGE)
.build();
}
+ private List<Message> getMessages(List<LlmStrategyDto> dto) {
+ List<Message> messages = new ArrayList<>();
+ for (LlmStrategyDto dtoItem : dto){
+ if (StrUtil.equals(dtoItem.getRole(),Role.SYSTEM.getValue())){
+ messages.add(Message.builder()
+ .role(Role.SYSTEM.getValue())
+ .content(dtoItem.getContent())
+ .build());
+ }
+ if (StrUtil.equals(dtoItem.getRole(),Role.USER.getValue())){
+ messages.add(Message.builder()
+ .role(Role.USER.getValue())
+ .content(dtoItem.getContent())
+ .build());
+ }
+ if (StrUtil.equals(dtoItem.getRole(),Role.ASSISTANT.getValue())){
+ messages.add(Message.builder()
+ .role(Role.ASSISTANT.getValue())
+ .content(dtoItem.getContent())
+ .build());
+ }
+ }
+ return messages;
+ }
+
@Override
- public FebsResponse llmInvokeNonStreaming(LlmStrategyDto dto) {
+ public FebsResponse llmInvokeNonStreaming(List<LlmStrategyDto> dto) {
+ if (CollUtil.isEmpty(dto)){
+ throw new FebsException("百炼大模型初始化异常");
+ }
+ List<Message> messages = getMessages(dto);
Generation gen = new Generation();
- generationParam.setMessages(dto.getMessages());
+ generationParam.setMessages(messages);
+ generationParam.setEnableThinking( false);
FebsResponse febsResponse = new FebsResponse();
try {
GenerationResult result = gen.call(generationParam);
@@ -53,13 +94,18 @@
}
@Override
- public Flux<FebsResponse> llmInvokeStreaming(LlmStrategyDto dto) {
+ public Flux<FebsResponse> llmInvokeStreamingWithThink(List<LlmStrategyDto> dto) {
+ if (CollUtil.isEmpty(dto)){
+ throw new FebsException("百炼大模型初始化异常");
+ }
+ List<Message> messages = getMessages(dto);
long startTime = System.currentTimeMillis();
Generation gen = new Generation();
- generationParam.setMessages(dto.getMessages());
+ generationParam.setMessages(messages);
generationParam.setResultFormat(GenerationParam.ResultFormat.MESSAGE);
- generationParam.setIncrementalOutput(true);
+ generationParam.setEnableThinking( true);
+ generationParam.setIncrementalOutput( true);
Flowable<GenerationResult> result;
try {
result = gen.streamCall(generationParam);
@@ -69,8 +115,53 @@
return Flux.from(result)
.map(message -> {
- String content = message.getOutput().getChoices().get(0).getMessage().getContent();
- return new FebsResponse().success().data(content);
+ HashMap<String, String> stringStringHashMap = new HashMap<>();
+ if (StrUtil.isNotEmpty(message.getOutput().getChoices().get(0).getMessage().getReasoningContent())){
+ stringStringHashMap.put(LlmStrategyContextEnum.THINK.name(),message.getOutput().getChoices().get(0).getMessage().getReasoningContent());
+ }
+ if (StrUtil.isNotEmpty(message.getOutput().getChoices().get(0).getMessage().getContent())){
+ stringStringHashMap.put(LlmStrategyContextEnum.CONTENT.name(),message.getOutput().getChoices().get(0).getMessage().getContent());
+ }
+ return new FebsResponse().success().data(stringStringHashMap);
+ })
+ .doOnComplete(() -> {
+ long endTime = System.currentTimeMillis();
+ System.out.println("百炼大模型输出：" + (endTime - startTime) + "毫秒");
+ })
+ .doOnError(error -> {
+ throw new FebsException(StrUtil.format("百炼大模型输出失败:{}",error));
+ });
+ }
+
+ @Override
+ public Flux<FebsResponse> llmInvokeStreamingNoThink(List<LlmStrategyDto> dto) {
+ if (CollUtil.isEmpty(dto)){
+ throw new FebsException("百炼大模型初始化异常");
+ }
+ List<Message> messages = getMessages(dto);
+
+ long startTime = System.currentTimeMillis();
+ Generation gen = new Generation();
+ generationParam.setMessages(messages);
+ generationParam.setResultFormat(GenerationParam.ResultFormat.MESSAGE);
+ generationParam.setIncrementalOutput( true);
+ generationParam.setEnableThinking( false);
+ Flowable<GenerationResult> result;
+ try {
+ result = gen.streamCall(generationParam);
+ } catch (NoApiKeyException | InputRequiredException e) {
+ throw new FebsException(StrUtil.format("百炼大模型输出失败:{}",e.getMessage()));
+ }
+
+ return Flux.from(result)
+ .map(message -> {
+ HashMap<String, String> stringStringHashMap = new HashMap<>();
+ if (StrUtil.isNotEmpty(message.getOutput().getChoices().get(0).getMessage().getContent())){
+ String content = message.getOutput().getChoices().get(0).getMessage().getContent();
+ System.out.print( content);
+ stringStringHashMap.put(LlmStrategyContextEnum.CONTENT.name(),content);
+ }
+ return new FebsResponse().success().data(stringStringHashMap);
})
.doOnComplete(() -> {
long endTime = System.currentTimeMillis();
--
Gitblit v1.9.1