| | |
| | | import cn.iocoder.yudao.framework.common.util.object.BeanUtils; |
| | | import cn.iocoder.yudao.module.ai.controller.admin.model.vo.model.AiModelPageReqVO; |
| | | import cn.iocoder.yudao.module.ai.controller.admin.model.vo.model.AiModelSaveReqVO; |
| | | import cn.iocoder.yudao.module.ai.controller.admin.model.vo.model.AiModelUpdateStatusReqVO; |
| | | import cn.iocoder.yudao.module.ai.dal.dataobject.model.AiApiKeyDO; |
| | | import cn.iocoder.yudao.module.ai.dal.dataobject.model.AiModelDO; |
| | | import cn.iocoder.yudao.module.ai.dal.mysql.model.AiModelMapper; |
| | | import cn.iocoder.yudao.module.ai.enums.model.AiModelCapabilityEnum; |
| | | import cn.iocoder.yudao.module.ai.enums.model.AiModelTypeEnum; |
| | | import cn.iocoder.yudao.module.ai.enums.model.AiPlatformEnum; |
| | | import cn.iocoder.yudao.module.ai.framework.ai.config.YudaoAiProperties; |
| | | import cn.iocoder.yudao.module.ai.framework.ai.core.model.AiModelFactory; |
| | |
| | | import org.springframework.ai.vectorstore.VectorStore; |
| | | import org.springframework.ai.vectorstore.milvus.MilvusVectorStore; |
| | | import org.springframework.stereotype.Service; |
| | | import org.springframework.transaction.annotation.Transactional; |
| | | import org.springframework.validation.annotation.Validated; |
| | | import java.util.List; |
| | | import java.util.Map; |
| | |
| | | private YudaoAiProperties aiProperties; |
| | | |
| | | @Override |
| | | @Transactional(rollbackFor = Exception.class) |
| | | public Long createModel(AiModelSaveReqVO createReqVO) { |
| | | AiPlatformEnum.validatePlatform(createReqVO.getPlatform()); |
| | | apiKeyService.validateApiKey(createReqVO.getKeyId()); |
| | | AiModelDO model = BeanUtils.toBean(createReqVO, AiModelDO.class); |
| | | model.setCapability(resolveCapability(createReqVO.getCapability())); |
| | | if (CommonStatusEnum.isEnable(model.getStatus())) { |
| | | disableOtherEnabledModels(model); |
| | | } |
| | | modelMapper.insert(model); |
| | | return model.getId(); |
| | | } |
| | | |
| | | @Override |
| | | @Transactional(rollbackFor = Exception.class) |
| | | public void updateModel(AiModelSaveReqVO updateReqVO) { |
| | | validateModelExists(updateReqVO.getId()); |
| | | AiModelDO existing = validateModelExists(updateReqVO.getId()); |
| | | AiPlatformEnum.validatePlatform(updateReqVO.getPlatform()); |
| | | apiKeyService.validateApiKey(updateReqVO.getKeyId()); |
| | | modelMapper.updateById(BeanUtils.toBean(updateReqVO, AiModelDO.class)); |
| | | AiModelDO model = BeanUtils.toBean(updateReqVO, AiModelDO.class); |
| | | // 未传能力时沿用原值,避免老前端提交把视觉模型降级成文本能力 |
| | | model.setCapability(resolveCapability( |
| | | updateReqVO.getCapability() == null || updateReqVO.getCapability().isBlank() |
| | | ? existing.getCapability() : updateReqVO.getCapability())); |
| | | if (CommonStatusEnum.isEnable(model.getStatus())) { |
| | | disableOtherEnabledModels(model); |
| | | } |
| | | modelMapper.updateById(model); |
| | | } |
| | | |
| | | @Override |
| | |
| | | |
| | | @Override |
| | | public AiModelDO getRequiredDefaultModel(Integer type) { |
| | | AiModelDO model = modelMapper.selectFirstByStatus(type, CommonStatusEnum.ENABLE.getStatus()); |
| | | if (model == null) throw exception(MODEL_DISABLE); |
| | | return getRequiredDefaultModel(type, AiModelCapabilityEnum.defaultCapability()); |
| | | } |
| | | |
| | | @Override |
| | | public AiModelDO getRequiredDefaultModel(Integer type, String capability) { |
| | | AiModelDO model = modelMapper.selectFirstByTypeAndCapabilityAndStatus( |
| | | type, resolveCapability(capability), CommonStatusEnum.ENABLE.getStatus()); |
| | | if (model == null) { |
| | | throw exception(MODEL_NOT_ENABLED, |
| | | AiModelTypeEnum.getName(type), AiModelCapabilityEnum.getName(resolveCapability(capability))); |
| | | } |
| | | return model; |
| | | } |
| | | |
| | |
| | | } |
| | | |
| | | @Override |
| | | @Transactional(rollbackFor = Exception.class) |
| | | public void updateModelStatus(AiModelUpdateStatusReqVO updateReqVO) { |
| | | AiModelDO model = validateModelExists(updateReqVO.getId()); |
| | | model.setStatus(updateReqVO.getStatus()); |
| | | if (CommonStatusEnum.isEnable(updateReqVO.getStatus())) { |
| | | // 启用:自动关闭同「类型 + 能力」下的其他模型,保证同组只有一个启用 |
| | | disableOtherEnabledModels(model); |
| | | } |
| | | modelMapper.updateById(model); |
| | | } |
| | | |
| | | @Override |
| | | public AiModelDO validateModel(Long id) { |
| | | AiModelDO model = validateModelExists(id); |
| | | if (CommonStatusEnum.isDisable(model.getStatus())) throw exception(MODEL_DISABLE); |
| | | if (CommonStatusEnum.isDisable(model.getStatus())) throw exception(MODEL_DISABLE, model.getName()); |
| | | return model; |
| | | } |
| | | |
| | |
| | | return modelMapper.selectListByStatusAndType(status, type, platform); |
| | | } |
| | | |
| | | /** |
| | | * 关闭同「类型 + 能力」下已启用的其他模型(不含自身) |
| | | */ |
| | | private void disableOtherEnabledModels(AiModelDO model) { |
| | | List<AiModelDO> sameGroup = modelMapper.selectListByTypeAndCapabilityAndStatus( |
| | | model.getType(), resolveCapability(model.getCapability()), CommonStatusEnum.ENABLE.getStatus()); |
| | | for (AiModelDO other : sameGroup) { |
| | | if (other.getId().equals(model.getId())) { |
| | | continue; |
| | | } |
| | | AiModelDO update = new AiModelDO(); |
| | | update.setId(other.getId()); |
| | | update.setStatus(CommonStatusEnum.DISABLE.getStatus()); |
| | | modelMapper.updateById(update); |
| | | } |
| | | } |
| | | |
| | | private static String resolveCapability(String capability) { |
| | | return capability == null || capability.isBlank() |
| | | ? AiModelCapabilityEnum.defaultCapability() : capability; |
| | | } |
| | | |
| | | private AiModelDO validateModelExists(Long id) { |
| | | AiModelDO model = modelMapper.selectById(id); |
| | | if (model == null) throw exception(MODEL_NOT_EXISTS); |