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.AiKnowledgeCreateReqVO; import cn.iocoder.yudao.module.ai.controller.admin.knowledge.vo.knowledge.AiKnowledgePageReqVO; import cn.iocoder.yudao.module.ai.controller.admin.knowledge.vo.knowledge.AiKnowledgeUpdateReqVO; import cn.iocoder.yudao.module.ai.dal.dataobject.knowledge.AiKnowledgeDO; import cn.iocoder.yudao.module.ai.dal.dataobject.model.AiChatModelDO; import cn.iocoder.yudao.module.ai.dal.mysql.knowledge.AiKnowledgeMapper; import cn.iocoder.yudao.module.ai.service.model.AiApiKeyService; import cn.iocoder.yudao.module.ai.service.model.AiChatModelService; import jakarta.annotation.Resource; import lombok.extern.slf4j.Slf4j; import org.springframework.ai.vectorstore.VectorStore; import org.springframework.stereotype.Service; import static cn.iocoder.yudao.framework.common.exception.util.ServiceExceptionUtil.exception; import static cn.iocoder.yudao.module.ai.enums.ErrorCodeConstants.KNOWLEDGE_NOT_EXISTS; /** * 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; @Resource private AiChatModelService chatModelService; @Resource private AiApiKeyService apiKeyService; @Override public Long createKnowledge(AiKnowledgeCreateReqVO createReqVO, Long userId) { // 1. 校验模型配置 AiChatModelDO model = chatModelService.validateChatModel(createReqVO.getModelId()); // 2. 插入知识库 AiKnowledgeDO knowledgeBase = BeanUtils.toBean(createReqVO, AiKnowledgeDO.class) .setModel(model.getModel()).setUserId(userId).setStatus(CommonStatusEnum.ENABLE.getStatus()); knowledgeMapper.insert(knowledgeBase); return knowledgeBase.getId(); } @Override public void updateKnowledge(AiKnowledgeUpdateReqVO updateReqVO, Long userId) { // 1.1 校验知识库存在 AiKnowledgeDO knowledgeBaseDO = validateKnowledgeExists(updateReqVO.getId()); if (ObjUtil.notEqual(knowledgeBaseDO.getUserId(), userId)) { throw exception(KNOWLEDGE_NOT_EXISTS); } // 1.2 校验模型配置 AiChatModelDO model = chatModelService.validateChatModel(updateReqVO.getModelId()); // 2. 更新知识库 AiKnowledgeDO updateDO = BeanUtils.toBean(updateReqVO, AiKnowledgeDO.class); updateDO.setModel(model.getModel()); knowledgeMapper.updateById(updateDO); } @Override public AiKnowledgeDO validateKnowledgeExists(Long id) { AiKnowledgeDO knowledgeBase = knowledgeMapper.selectById(id); if (knowledgeBase == null) { throw exception(KNOWLEDGE_NOT_EXISTS); } return knowledgeBase; } @Override public PageResult getKnowledgePage(Long userId, AiKnowledgePageReqVO pageReqVO) { return knowledgeMapper.selectPage(userId, pageReqVO); } @Override public VectorStore getVectorStoreById(Long id) { AiKnowledgeDO knowledge = validateKnowledgeExists(id); AiChatModelDO model = chatModelService.validateChatModel(knowledge.getModelId()); // 创建或获取 VectorStore 对象 return apiKeyService.getOrCreateVectorStore(model.getKeyId()); } }