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向量模型通过模型管理获取配置

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winkey
2025-04-07 11:00:55 +08:00
parent c1162148b1
commit c02f66636d
2 changed files with 16 additions and 1 deletions
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16
ruoyi-modules/ruoyi-knowledge/src/main/java/org/ruoyi/knowledge/chain/vectorizer/OpenAiVectorization.java
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@@ -11,6 +11,8 @@ import org.ruoyi.common.chat.entity.embeddings.EmbeddingResponse;
import org.ruoyi.common.chat.openai.OpenAiStreamClient; import org.ruoyi.common.chat.openai.OpenAiStreamClient;
import org.ruoyi.knowledge.domain.vo.KnowledgeInfoVo; import org.ruoyi.knowledge.domain.vo.KnowledgeInfoVo;
import org.ruoyi.knowledge.service.IKnowledgeInfoService; import org.ruoyi.knowledge.service.IKnowledgeInfoService;
import org.ruoyi.system.domain.SysModel;
import org.ruoyi.system.service.ISysModelService;
import org.springframework.beans.factory.annotation.Value; import org.springframework.beans.factory.annotation.Value;
import org.springframework.context.annotation.Lazy; import org.springframework.context.annotation.Lazy;
import org.springframework.stereotype.Component; import org.springframework.stereotype.Component;
@@ -31,6 +33,9 @@ public class OpenAiVectorization implements Vectorization {
@Lazy @Lazy
@Resource @Resource
private LocalModelsVectorization localModelsVectorization; private LocalModelsVectorization localModelsVectorization;
@Lazy
@Resource
private ISysModelService sysModelService;
@Getter @Getter
private OpenAiStreamClient openAiStreamClient; private OpenAiStreamClient openAiStreamClient;
@@ -40,9 +45,18 @@ public class OpenAiVectorization implements Vectorization {
@Override @Override
public List<List<Double>> batchVectorization(List<String> chunkList, String kid) { public List<List<Double>> batchVectorization(List<String> chunkList, String kid) {
List<List<Double>> vectorList; List<List<Double>> vectorList;
openAiStreamClient = chatConfig.getOpenAiStreamClient();
// 获取知识库信息 // 获取知识库信息
KnowledgeInfoVo knowledgeInfoVo = knowledgeInfoService.queryById(Long.valueOf(kid)); KnowledgeInfoVo knowledgeInfoVo = knowledgeInfoService.queryById(Long.valueOf(kid));
if(knowledgeInfoVo == null){
log.warn("知识库不存在:请查检ID {}",kid);
vectorList=new ArrayList<>();
vectorList.add(new ArrayList<>());
return vectorList;
}
SysModel sysModel = sysModelService.selectModelByName(knowledgeInfoVo.getVectorModel());
String apiHost= sysModel.getApiHost();
String apiKey= sysModel.getApiKey();
openAiStreamClient = chatConfig.createOpenAiStreamClient(apiHost,apiKey);
Embedding embedding = buildEmbedding(chunkList, knowledgeInfoVo); Embedding embedding = buildEmbedding(chunkList, knowledgeInfoVo);
EmbeddingResponse embeddings = openAiStreamClient.embeddings(embedding); EmbeddingResponse embeddings = openAiStreamClient.embeddings(embedding);

1
ruoyi-modules/ruoyi-system/src/main/java/org/ruoyi/system/service/impl/SysModelServiceImpl.java
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@@ -63,6 +63,7 @@ public class SysModelServiceImpl implements ISysModelService {
lqw.like(StringUtils.isNotBlank(bo.getModelShow()), SysModel::getModelShow, bo.getModelShow()); lqw.like(StringUtils.isNotBlank(bo.getModelShow()), SysModel::getModelShow, bo.getModelShow());
lqw.eq(StringUtils.isNotBlank(bo.getModelDescribe()), SysModel::getModelDescribe, bo.getModelDescribe()); lqw.eq(StringUtils.isNotBlank(bo.getModelDescribe()), SysModel::getModelDescribe, bo.getModelDescribe());
lqw.eq(StringUtils.isNotBlank(bo.getModelType()), SysModel::getModelType, bo.getModelType()); lqw.eq(StringUtils.isNotBlank(bo.getModelType()), SysModel::getModelType, bo.getModelType());
lqw.eq(StringUtils.isNotBlank(bo.getCategory()), SysModel::getCategory, bo.getCategory());
return lqw; return lqw;
} }