From 1f7c85d6c632f50fd145bd8517933bd55202aef1 Mon Sep 17 00:00:00 2001
From: Administrator <15274802129@163.com>
Date: Mon, 01 Sep 2025 16:18:34 +0800
Subject: [PATCH] feat(ai): 集成火山和阿里大模型
---
src/main/java/cc/mrbird/febs/ai/strategy/Impl/AliLlmStrategyServiceImpl.java | 77 ++++++++++++++++++++++++++++----------
1 files changed, 57 insertions(+), 20 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 6841d05..c362634 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
@@ -4,33 +4,75 @@
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;
import org.springframework.stereotype.Component;
import reactor.core.publisher.Flux;
+import javax.annotation.PostConstruct;
+import java.util.ArrayList;
+import java.util.List;
+
@Component("AliLlmStrategyService")
public class AliLlmStrategyServiceImpl implements LlmStrategyService {
- @Override
- public FebsResponse llmInvokeNonStreaming(LlmStrategyDto dto) {
- Generation gen = new Generation();
- GenerationParam param = GenerationParam.builder()
+ private GenerationParam generationParam;
+
+ @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")
// 模型列表：https://help.aliyun.com/zh/model-studio/getting-started/models
.model("qwen-plus")
- .messages(dto.getMessages())
.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(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(messages);
FebsResponse febsResponse = new FebsResponse();
try {
- GenerationResult result = gen.call(param);
+ GenerationResult result = gen.call(generationParam);
if (result != null && result.getOutput() != null && result.getOutput().getChoices().size() > 0){
febsResponse.success().data(result.getOutput().getChoices().get(0).getMessage().getContent());
}else{
@@ -45,25 +87,20 @@
}
@Override
- public Flux<FebsResponse> llmInvokeStreaming(LlmStrategyDto dto) {
+ public Flux<FebsResponse> llmInvokeStreaming(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 param = 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")
- // 模型列表：https://help.aliyun.com/zh/model-studio/getting-started/models
- .model("qwen-plus")
-// .model("deepseek-r1")
-// .model("qwen-turbo-0624-ft-202508281725-c2dc")
- .messages(dto.getMessages())
-// .resultFormat(GenerationParam.ResultFormat.TEXT)
- .resultFormat(GenerationParam.ResultFormat.MESSAGE)
- .incrementalOutput(true)
- .build();
+ generationParam.setMessages(messages);
+ generationParam.setResultFormat(GenerationParam.ResultFormat.MESSAGE);
+ generationParam.setIncrementalOutput(true);
Flowable<GenerationResult> result;
try {
- result = gen.streamCall(param);
+ result = gen.streamCall(generationParam);
} catch (NoApiKeyException | InputRequiredException e) {
throw new FebsException(StrUtil.format("百炼大模型输出失败:{}",e.getMessage()));
}
--
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