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	【新增】AI 脑图
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		| @@ -0,0 +1,35 @@ | ||||
| package cn.iocoder.yudao.module.ai.controller.admin.mindmap; | ||||
|  | ||||
| import cn.iocoder.yudao.framework.common.pojo.CommonResult; | ||||
| import cn.iocoder.yudao.module.ai.controller.admin.mindmap.vo.AiMindMapGenerateReqVO; | ||||
| import cn.iocoder.yudao.module.ai.service.mindmap.AiMindMapService; | ||||
| import io.swagger.v3.oas.annotations.Operation; | ||||
| import io.swagger.v3.oas.annotations.tags.Tag; | ||||
| import jakarta.annotation.Resource; | ||||
| import jakarta.annotation.security.PermitAll; | ||||
| import jakarta.validation.Valid; | ||||
| import org.springframework.http.MediaType; | ||||
| import org.springframework.web.bind.annotation.PostMapping; | ||||
| import org.springframework.web.bind.annotation.RequestBody; | ||||
| import org.springframework.web.bind.annotation.RequestMapping; | ||||
| import org.springframework.web.bind.annotation.RestController; | ||||
| import reactor.core.publisher.Flux; | ||||
|  | ||||
| import static cn.iocoder.yudao.framework.security.core.util.SecurityFrameworkUtils.getLoginUserId; | ||||
|  | ||||
| @Tag(name = "管理后台 - AI 思维导图") | ||||
| @RestController | ||||
| @RequestMapping("/ai/mind-map") | ||||
| public class AiMindMapController { | ||||
|  | ||||
|     @Resource | ||||
|     private AiMindMapService mindMapService; | ||||
|  | ||||
|     @PostMapping(value = "/generate-stream", produces = MediaType.TEXT_EVENT_STREAM_VALUE) | ||||
|     @Operation(summary = "发送消息(流式)", description = "流式返回,响应较快") | ||||
|     @PermitAll  // 解决 SSE 最终响应的时候,会被 Access Denied 拦截的问题 | ||||
|     public Flux<CommonResult<String>> generateMindMap(@RequestBody @Valid AiMindMapGenerateReqVO generateReqVO) { | ||||
|         return mindMapService.generateMindMap(generateReqVO, getLoginUserId()); | ||||
|     } | ||||
|  | ||||
| } | ||||
| @@ -0,0 +1,13 @@ | ||||
| package cn.iocoder.yudao.module.ai.controller.admin.mindmap.vo; | ||||
|  | ||||
| import io.swagger.v3.oas.annotations.media.Schema; | ||||
| import jakarta.validation.constraints.NotBlank; | ||||
| import lombok.Data; | ||||
|  | ||||
| @Schema(description = "管理后台 - AI 思维导图生成 Request VO") | ||||
| @Data | ||||
| public class AiMindMapGenerateReqVO { | ||||
|     @Schema(description = "思维导图内容提示", example = "Java 学习路线") | ||||
|     @NotBlank(message = "思维导图内容提示不能为空") | ||||
|     private String prompt; | ||||
| } | ||||
| @@ -0,0 +1,57 @@ | ||||
| package cn.iocoder.yudao.module.ai.dal.dataobject.mindmap; | ||||
|  | ||||
| import cn.iocoder.yudao.framework.ai.core.enums.AiPlatformEnum; | ||||
| import cn.iocoder.yudao.framework.mybatis.core.dataobject.BaseDO; | ||||
| import com.baomidou.mybatisplus.annotation.IdType; | ||||
| import com.baomidou.mybatisplus.annotation.TableId; | ||||
| import com.baomidou.mybatisplus.annotation.TableName; | ||||
| import lombok.Data; | ||||
|  | ||||
| /** | ||||
|  * AI 思维导图 DO | ||||
|  * | ||||
|  * @author xiaoxin | ||||
|  */ | ||||
| @TableName(value = "ai_mind_map", autoResultMap = true) | ||||
| @Data | ||||
| public class AiMindMapDO extends BaseDO { | ||||
|  | ||||
|     /** | ||||
|      * 编号 | ||||
|      */ | ||||
|     @TableId(type = IdType.AUTO) | ||||
|     private Long id; | ||||
|  | ||||
|     /** | ||||
|      * 用户编号 | ||||
|      */ | ||||
|     private Long userId; | ||||
|  | ||||
|     /** | ||||
|      * 模型 | ||||
|      */ | ||||
|     private String model; | ||||
|  | ||||
|     /** | ||||
|      * 平台 | ||||
|      * <p> | ||||
|      * 枚举 {@link AiPlatformEnum} | ||||
|      */ | ||||
|     private String platform; | ||||
|  | ||||
|     /** | ||||
|      * 生成内容提示 | ||||
|      */ | ||||
|     private String prompt; | ||||
|  | ||||
|     /** | ||||
|      * 生成的内容 | ||||
|      */ | ||||
|     private String generatedContent; | ||||
|  | ||||
|     /** | ||||
|      * 错误信息 | ||||
|      */ | ||||
|     private String errorMessage; | ||||
|  | ||||
| } | ||||
| @@ -0,0 +1,14 @@ | ||||
| package cn.iocoder.yudao.module.ai.dal.mysql.mindmap; | ||||
|  | ||||
| import cn.iocoder.yudao.framework.mybatis.core.mapper.BaseMapperX; | ||||
| import cn.iocoder.yudao.module.ai.dal.dataobject.mindmap.AiMindMapDO; | ||||
| import org.apache.ibatis.annotations.Mapper; | ||||
|  | ||||
| /** | ||||
|  * AI 音乐 Mapper | ||||
|  * | ||||
|  * @author xiaoxin | ||||
|  */ | ||||
| @Mapper | ||||
| public interface AiMindMapMapper extends BaseMapperX<AiMindMapDO> { | ||||
| } | ||||
| @@ -0,0 +1,23 @@ | ||||
| package cn.iocoder.yudao.module.ai.service.mindmap; | ||||
|  | ||||
| import cn.iocoder.yudao.framework.common.pojo.CommonResult; | ||||
| import cn.iocoder.yudao.module.ai.controller.admin.mindmap.vo.AiMindMapGenerateReqVO; | ||||
| import reactor.core.publisher.Flux; | ||||
|  | ||||
| /** | ||||
|  * AI 思维导图 Service 接口 | ||||
|  * | ||||
|  * @author xiaoxin | ||||
|  */ | ||||
| public interface AiMindMapService { | ||||
|  | ||||
|     /** | ||||
|      * 生成思维导图内容 | ||||
|      * | ||||
|      * @param generateReqVO 请求参数 | ||||
|      * @param userId        用户编号 | ||||
|      * @return 生成结果 | ||||
|      */ | ||||
|     Flux<CommonResult<String>> generateMindMap(AiMindMapGenerateReqVO generateReqVO, Long userId); | ||||
|  | ||||
| } | ||||
| @@ -0,0 +1,143 @@ | ||||
| package cn.iocoder.yudao.module.ai.service.mindmap; | ||||
|  | ||||
| import cn.hutool.core.collection.CollUtil; | ||||
| import cn.hutool.core.util.StrUtil; | ||||
| import cn.iocoder.yudao.framework.ai.core.enums.AiPlatformEnum; | ||||
| import cn.iocoder.yudao.framework.ai.core.util.AiUtils; | ||||
| import cn.iocoder.yudao.framework.common.pojo.CommonResult; | ||||
| import cn.iocoder.yudao.framework.common.pojo.PageResult; | ||||
| import cn.iocoder.yudao.framework.common.util.object.BeanUtils; | ||||
| import cn.iocoder.yudao.framework.tenant.core.util.TenantUtils; | ||||
| import cn.iocoder.yudao.module.ai.controller.admin.mindmap.vo.AiMindMapGenerateReqVO; | ||||
| import cn.iocoder.yudao.module.ai.controller.admin.model.vo.chatRole.AiChatRolePageReqVO; | ||||
| import cn.iocoder.yudao.module.ai.dal.dataobject.mindmap.AiMindMapDO; | ||||
| import cn.iocoder.yudao.module.ai.dal.dataobject.model.AiChatModelDO; | ||||
| import cn.iocoder.yudao.module.ai.dal.dataobject.model.AiChatRoleDO; | ||||
| import cn.iocoder.yudao.module.ai.dal.mysql.mindmap.AiMindMapMapper; | ||||
| import cn.iocoder.yudao.module.ai.enums.ErrorCodeConstants; | ||||
| import cn.iocoder.yudao.module.ai.service.model.AiApiKeyService; | ||||
| import cn.iocoder.yudao.module.ai.service.model.AiChatModelService; | ||||
| import cn.iocoder.yudao.module.ai.service.model.AiChatRoleService; | ||||
| import jakarta.annotation.Resource; | ||||
| import lombok.extern.slf4j.Slf4j; | ||||
| import org.springframework.ai.chat.messages.Message; | ||||
| import org.springframework.ai.chat.messages.SystemMessage; | ||||
| import org.springframework.ai.chat.messages.UserMessage; | ||||
| import org.springframework.ai.chat.model.ChatModel; | ||||
| import org.springframework.ai.chat.model.ChatResponse; | ||||
| import org.springframework.ai.chat.prompt.ChatOptions; | ||||
| import org.springframework.ai.chat.prompt.Prompt; | ||||
| import org.springframework.stereotype.Service; | ||||
| import reactor.core.publisher.Flux; | ||||
|  | ||||
| import java.util.ArrayList; | ||||
| import java.util.List; | ||||
| import java.util.Objects; | ||||
|  | ||||
| import static cn.iocoder.yudao.framework.common.pojo.CommonResult.error; | ||||
| import static cn.iocoder.yudao.framework.common.pojo.CommonResult.success; | ||||
|  | ||||
| /** | ||||
|  * AI 写作 Service 实现类 | ||||
|  * | ||||
|  * @author xiaoxin | ||||
|  */ | ||||
| @Service | ||||
| @Slf4j | ||||
| public class AiMindMapServiceImpl implements AiMindMapService { | ||||
|  | ||||
|     @Resource | ||||
|     private AiApiKeyService apiKeyService; | ||||
|     @Resource | ||||
|     private AiChatModelService chatModalService; | ||||
|     @Resource | ||||
|     private AiChatRoleService chatRoleService; | ||||
|  | ||||
|     @Resource | ||||
|     private AiMindMapMapper mindMapMapper; | ||||
|  | ||||
|     private static final String DEFAULT_SYSTEM_MESSAGE = """ | ||||
|              你是一位非常优秀的思维导图助手,你会把用户的所有提问都总结成思维导图,然后以 Markdown 格式输出。markdown 只需要输出一级标题,二级标题,三级标题,四级标题,最多输出四级,除此之外不要输出任何其他 markdown 标记。下面是一个合格的例子: | ||||
|              # Geek-AI 助手 | ||||
|               | ||||
|              ## 完整的开源系统 | ||||
|              ### 前端开源 | ||||
|              ### 后端开源 | ||||
|                        | ||||
|              ## 支持各种大模型 | ||||
|              ### OpenAI | ||||
|              ### Azure | ||||
|              ### 文心一言 | ||||
|              ### 通义千问 | ||||
|                          | ||||
|              ## 集成多种收费方式 | ||||
|              ### 支付宝 | ||||
|              ### 微信 | ||||
|                         | ||||
|              另外,除此之外不要任何解释性语句。 | ||||
|             """; | ||||
|  | ||||
|     @Override | ||||
|     public Flux<CommonResult<String>> generateMindMap(AiMindMapGenerateReqVO generateReqVO, Long userId) { | ||||
|         // 1.1 获取脑图模型 尝试获取思维导图助手角色,如果没有则使用默认模型 | ||||
|         AiChatRoleDO mindMapRole = selectOneMindMapRole(); | ||||
|         AiChatModelDO model; | ||||
|         String systemMessage; | ||||
|         if (Objects.nonNull(mindMapRole)) { | ||||
|             model = chatModalService.getChatModel(mindMapRole.getModelId()); | ||||
|             systemMessage = mindMapRole.getSystemMessage(); | ||||
|         } else { | ||||
|             model = chatModalService.getRequiredDefaultChatModel(); | ||||
|             systemMessage = DEFAULT_SYSTEM_MESSAGE; | ||||
|         } | ||||
|  | ||||
|         AiPlatformEnum platform = AiPlatformEnum.validatePlatform(model.getPlatform()); | ||||
|         ChatModel chatModel = apiKeyService.getChatModel(model.getKeyId()); | ||||
|  | ||||
|         // 1.2 插入思维导图信息 | ||||
|         AiMindMapDO mindMapDO = BeanUtils.toBean(generateReqVO, AiMindMapDO.class, e -> e.setUserId(userId).setModel(model.getModel()).setPlatform(platform.getPlatform())); | ||||
|         mindMapMapper.insert(mindMapDO); | ||||
|  | ||||
|         ChatOptions chatOptions = AiUtils.buildChatOptions(platform, model.getModel(), model.getTemperature(), model.getMaxTokens()); | ||||
|         // 2.1 角色设定 | ||||
|         List<Message> chatMessages = new ArrayList<>(); | ||||
|         if (StrUtil.isNotBlank(systemMessage)) { | ||||
|             chatMessages.add(new SystemMessage(systemMessage)); | ||||
|         } | ||||
|         // 2.2 用户输入 | ||||
|         chatMessages.add(new UserMessage(generateReqVO.getPrompt())); | ||||
|         // 2.3 构建提示词 | ||||
|         Prompt prompt = new Prompt(chatMessages, chatOptions); | ||||
|  | ||||
|         Flux<ChatResponse> streamResponse = chatModel.stream(prompt); | ||||
|         // 2.4 流式返回 | ||||
|         StringBuffer contentBuffer = new StringBuffer(); | ||||
|         return streamResponse.map(chunk -> { | ||||
|             String newContent = chunk.getResult() != null ? chunk.getResult().getOutput().getContent() : null; | ||||
|             newContent = StrUtil.nullToDefault(newContent, ""); // 避免 null 的 情况 | ||||
|             contentBuffer.append(newContent); | ||||
|             // 响应结果 | ||||
|             return success(newContent); | ||||
|         }).doOnComplete(() -> { | ||||
|             // 忽略租户,因为 Flux 异步无法透传租户 | ||||
|             TenantUtils.executeIgnore(() -> | ||||
|                     mindMapMapper.updateById(new AiMindMapDO().setId(mindMapDO.getId()).setGeneratedContent(contentBuffer.toString()))); | ||||
|         }).doOnError(throwable -> { | ||||
|             log.error("[generateWriteContent][generateReqVO({}) 发生异常]", generateReqVO, throwable); | ||||
|             // 忽略租户,因为 Flux 异步无法透传租户 | ||||
|             TenantUtils.executeIgnore(() -> | ||||
|                     mindMapMapper.updateById(new AiMindMapDO().setId(mindMapDO.getId()).setErrorMessage(throwable.getMessage()))); | ||||
|         }).onErrorResume(error -> Flux.just(error(ErrorCodeConstants.WRITE_STREAM_ERROR))); | ||||
|  | ||||
|     } | ||||
|  | ||||
|     private AiChatRoleDO selectOneMindMapRole() { | ||||
|         AiChatRoleDO chatRoleDO = null; | ||||
|         PageResult<AiChatRoleDO> mindMapRolePage = chatRoleService.getChatRolePage(new AiChatRolePageReqVO().setName("思维导图助手")); | ||||
|         List<AiChatRoleDO> list = mindMapRolePage.getList(); | ||||
|         if (CollUtil.isNotEmpty(list)) { | ||||
|             chatRoleDO = list.get(0); | ||||
|         } | ||||
|         return chatRoleDO; | ||||
|     } | ||||
| } | ||||
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