| | |
| | | package cn.iocoder.yudao.module.ai.service.knowledge; |
| | | |
| | | import cn.hutool.core.util.ObjUtil; |
| | | import cn.iocoder.yudao.framework.common.enums.CommonStatusEnum; |
| | | import cn.iocoder.yudao.framework.common.pojo.PageResult; |
| | | import cn.iocoder.yudao.framework.common.util.object.BeanUtils; |
| | | import cn.iocoder.yudao.module.ai.controller.admin.knowledge.vo.knowledge.AiKnowledgePageReqVO; |
| | |
| | | import cn.iocoder.yudao.module.ai.dal.dataobject.knowledge.AiKnowledgeDO; |
| | | import cn.iocoder.yudao.module.ai.dal.dataobject.model.AiModelDO; |
| | | import cn.iocoder.yudao.module.ai.dal.mysql.knowledge.AiKnowledgeMapper; |
| | | import cn.iocoder.yudao.module.ai.enums.model.AiModelTypeEnum; |
| | | import cn.iocoder.yudao.module.ai.service.model.AiModelService; |
| | | import jakarta.annotation.Resource; |
| | | import lombok.extern.slf4j.Slf4j; |
| | | import org.springframework.stereotype.Service; |
| | | import org.springframework.transaction.annotation.Transactional; |
| | | |
| | | import java.util.List; |
| | | |
| | | import static cn.iocoder.yudao.framework.common.exception.util.ServiceExceptionUtil.exception; |
| | | import static cn.iocoder.yudao.module.ai.enums.ErrorCodeConstants.KNOWLEDGE_NOT_EXISTS; |
| | | import static cn.iocoder.yudao.module.ai.enums.ErrorCodeConstants.*; |
| | | |
| | | /** |
| | | * AI 知识库-基础信息 Service 实现类 |
| | | * |
| | | * @author xiaoxin |
| | | */ |
| | | @Service |
| | | @Slf4j |
| | | public class AiKnowledgeServiceImpl implements AiKnowledgeService { |
| | | |
| | | @Resource |
| | | private AiKnowledgeMapper knowledgeMapper; |
| | | |
| | | private AiKnowledgeMapper mapper; |
| | | @Resource |
| | | private AiModelService modelService; |
| | | @Resource |
| | | private AiKnowledgeSegmentService knowledgeSegmentService; |
| | | @Resource |
| | | private AiKnowledgeDocumentService knowledgeDocumentService; |
| | | |
| | | @Override |
| | | public Long createKnowledge(AiKnowledgeSaveReqVO createReqVO) { |
| | | // 1. 校验模型配置 |
| | | AiModelDO model = modelService.validateModel(createReqVO.getEmbeddingModelId()); |
| | | |
| | | // 2. 插入知识库 |
| | | AiKnowledgeDO knowledge = BeanUtils.toBean(createReqVO, AiKnowledgeDO.class) |
| | | .setEmbeddingModel(model.getModel()); |
| | | knowledgeMapper.insert(knowledge); |
| | | AiModelDO embeddingModel = modelService.validateModel(createReqVO.getEmbeddingModelId()); |
| | | if (!AiModelTypeEnum.EMBEDDING.getType().equals(embeddingModel.getType())) { |
| | | throw exception(MODEL_USE_TYPE_ERROR); |
| | | } |
| | | AiKnowledgeDO knowledge = BeanUtils.toBean(createReqVO, AiKnowledgeDO.class); |
| | | knowledge.setEmbeddingModel(embeddingModel.getModel()); |
| | | if (knowledge.getTopK() == null) knowledge.setTopK(3); |
| | | if (knowledge.getSimilarityThreshold() == null) knowledge.setSimilarityThreshold(0.7); |
| | | mapper.insert(knowledge); |
| | | return knowledge.getId(); |
| | | } |
| | | |
| | | @Override |
| | | public void updateKnowledge(AiKnowledgeSaveReqVO updateReqVO) { |
| | | // 1.1 校验知识库存在 |
| | | AiKnowledgeDO oldKnowledge = validateKnowledgeExists(updateReqVO.getId()); |
| | | // 1.2 校验模型配置 |
| | | AiModelDO model = modelService.validateModel(updateReqVO.getEmbeddingModelId()); |
| | | |
| | | // 2. 更新知识库 |
| | | AiKnowledgeDO updateObj = BeanUtils.toBean(updateReqVO, AiKnowledgeDO.class) |
| | | .setEmbeddingModel(model.getModel()); |
| | | knowledgeMapper.updateById(updateObj); |
| | | |
| | | // 3. 如果模型变化,需要 reindex 所有的文档 |
| | | if (ObjUtil.notEqual(oldKnowledge.getEmbeddingModelId(), updateReqVO.getEmbeddingModelId())) { |
| | | knowledgeSegmentService.reindexByKnowledgeIdAsync(updateReqVO.getId()); |
| | | validateKnowledgeExists(updateReqVO.getId()); |
| | | AiModelDO embeddingModel = modelService.validateModel(updateReqVO.getEmbeddingModelId()); |
| | | if (!AiModelTypeEnum.EMBEDDING.getType().equals(embeddingModel.getType())) { |
| | | throw exception(MODEL_USE_TYPE_ERROR); |
| | | } |
| | | AiKnowledgeDO knowledge = BeanUtils.toBean(updateReqVO, AiKnowledgeDO.class); |
| | | knowledge.setEmbeddingModel(embeddingModel.getModel()); |
| | | mapper.updateById(knowledge); |
| | | } |
| | | |
| | | @Override |
| | | @Transactional(rollbackFor = Exception.class) |
| | | public void deleteKnowledge(Long id) { |
| | | // 1. 校验存在 |
| | | validateKnowledgeExists(id); |
| | | |
| | | // 2. 删除知识库下的所有文档及段落 |
| | | knowledgeDocumentService.deleteKnowledgeDocumentByKnowledgeId(id); |
| | | |
| | | // 3. 删除知识库 |
| | | // 特殊:知识库需要最后删除,不然相关的配置会找不到 |
| | | knowledgeMapper.deleteById(id); |
| | | mapper.deleteById(id); |
| | | } |
| | | |
| | | @Override |
| | | public AiKnowledgeDO getKnowledge(Long id) { |
| | | return knowledgeMapper.selectById(id); |
| | | return mapper.selectById(id); |
| | | } |
| | | |
| | | @Override |
| | | public AiKnowledgeDO validateKnowledgeExists(Long id) { |
| | | AiKnowledgeDO knowledge = knowledgeMapper.selectById(id); |
| | | if (knowledge == null) { |
| | | throw exception(KNOWLEDGE_NOT_EXISTS); |
| | | } |
| | | AiKnowledgeDO knowledge = mapper.selectById(id); |
| | | if (knowledge == null) throw exception(KNOWLEDGE_NOT_EXISTS); |
| | | return knowledge; |
| | | } |
| | | |
| | | @Override |
| | | public AiKnowledgeDO validateKnowledge(Long id) { |
| | | AiKnowledgeDO knowledge = validateKnowledgeExists(id); |
| | | if (CommonStatusEnum.isDisable(knowledge.getStatus())) throw exception(KNOWLEDGE_NOT_EXISTS); |
| | | return knowledge; |
| | | } |
| | | |
| | | @Override |
| | | public PageResult<AiKnowledgeDO> getKnowledgePage(AiKnowledgePageReqVO pageReqVO) { |
| | | return knowledgeMapper.selectPage(pageReqVO); |
| | | return mapper.selectPage(pageReqVO); |
| | | } |
| | | |
| | | @Override |
| | | public List<AiKnowledgeDO> getKnowledgeSimpleListByStatus(Integer status) { |
| | | return knowledgeMapper.selectListByStatus(status); |
| | | public List<AiKnowledgeDO> getEnabledKnowledgeList() { |
| | | return mapper.selectListByStatus(CommonStatusEnum.ENABLE.getStatus()); |
| | | } |
| | | |
| | | } |