package com.ruoyi.ai.controller; import com.ruoyi.ai.assistant.ApproveTodoAgent; import com.ruoyi.ai.assistant.ApproveTodoIntentExecutor; import com.ruoyi.ai.assistant.FileAnalyzeAgent; import com.ruoyi.ai.bean.ChatForm; import com.ruoyi.ai.context.AiSessionUserContext; import com.ruoyi.ai.service.AiChatSessionService; import com.ruoyi.ai.service.AiFileTextExtractor; import com.ruoyi.ai.store.MongoChatMemoryStore; import com.ruoyi.common.utils.SecurityUtils; import com.ruoyi.common.utils.StringUtils; import com.ruoyi.framework.security.LoginUser; import com.ruoyi.framework.web.controller.BaseController; import com.ruoyi.framework.web.domain.AjaxResult; import dev.langchain4j.data.message.AiMessage; import dev.langchain4j.data.message.UserMessage; import io.swagger.v3.oas.annotations.Operation; import io.swagger.v3.oas.annotations.tags.Tag; import org.springframework.web.bind.annotation.DeleteMapping; import org.springframework.web.bind.annotation.GetMapping; import org.springframework.web.bind.annotation.PathVariable; 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.RequestParam; import org.springframework.web.bind.annotation.RestController; import org.springframework.web.multipart.MultipartFile; import reactor.core.publisher.Flux; import java.io.IOException; import java.util.List; import java.util.NoSuchElementException; import java.util.UUID; @Tag(name = "协同办公助手") @RestController @RequestMapping("/xiaozhi") public class XiaozhiController extends BaseController { private static final String FILE_ANALYZE_MEMORY_PREFIX = "file-analyze::"; private final ApproveTodoAgent approveTodoAgent; private final ApproveTodoIntentExecutor approveTodoIntentExecutor; private final FileAnalyzeAgent fileAnalyzeAgent; private final AiSessionUserContext aiSessionUserContext; private final MongoChatMemoryStore mongoChatMemoryStore; private final AiFileTextExtractor aiFileTextExtractor; private final AiChatSessionService aiChatSessionService; public XiaozhiController(ApproveTodoAgent approveTodoAgent, ApproveTodoIntentExecutor approveTodoIntentExecutor, FileAnalyzeAgent fileAnalyzeAgent, AiSessionUserContext aiSessionUserContext, MongoChatMemoryStore mongoChatMemoryStore, AiFileTextExtractor aiFileTextExtractor, AiChatSessionService aiChatSessionService) { this.approveTodoAgent = approveTodoAgent; this.approveTodoIntentExecutor = approveTodoIntentExecutor; this.fileAnalyzeAgent = fileAnalyzeAgent; this.aiSessionUserContext = aiSessionUserContext; this.mongoChatMemoryStore = mongoChatMemoryStore; this.aiFileTextExtractor = aiFileTextExtractor; this.aiChatSessionService = aiChatSessionService; } @Operation(summary = "对话") @PostMapping(value = "/chat", produces = "text/stream;charset=utf-8") public Flux chat(@RequestBody ChatForm chatForm) { if (!StringUtils.hasText(chatForm.getMemoryId())) { return Flux.just("memoryId不能为空"); } if (!StringUtils.hasText(chatForm.getMessage())) { return Flux.just("message不能为空"); } LoginUser loginUser = SecurityUtils.getLoginUser(); String memoryId = chatForm.getMemoryId(); String userMessage = chatForm.getMessage(); aiSessionUserContext.bind(memoryId, loginUser); aiChatSessionService.touchSession(memoryId, loginUser, userMessage); String directResponse = approveTodoIntentExecutor.tryExecute(memoryId, userMessage); if (StringUtils.isNotEmpty(directResponse)) { mongoChatMemoryStore.appendMessages( memoryId, List.of(UserMessage.from(userMessage), AiMessage.from(directResponse)) ); aiChatSessionService.refreshSessionStats(memoryId, loginUser); return Flux.just(directResponse); } if (isApproveTodoBusinessIntent(userMessage)) { String noGuessResponse = "未识别到可执行的审批待办操作条件。为保证结果准确,当前不会推测或编造审批数据,请补充流程编号、时间范围或明确操作指令后再试。"; mongoChatMemoryStore.appendMessages( memoryId, List.of(UserMessage.from(userMessage), AiMessage.from(noGuessResponse)) ); aiChatSessionService.refreshSessionStats(memoryId, loginUser); return Flux.just(noGuessResponse); } return approveTodoAgent.chat(memoryId, userMessage) .doOnComplete(() -> aiChatSessionService.refreshSessionStats(memoryId, loginUser)) .doOnError(ex -> aiChatSessionService.refreshSessionStats(memoryId, loginUser)); } @Operation(summary = "上传文件分析") @PostMapping(value = "/analyze-file", consumes = "multipart/form-data", produces = "text/stream;charset=utf-8") public Flux analyzeFile(@RequestParam("file") MultipartFile file, @RequestParam(value = "message", required = false) String message, @RequestParam(value = "memoryId", required = false) String memoryId) { String rawMemoryId = StringUtils.hasText(memoryId) ? memoryId : UUID.randomUUID().toString(); String finalMemoryId = rawMemoryId.startsWith(FILE_ANALYZE_MEMORY_PREFIX) ? rawMemoryId : FILE_ANALYZE_MEMORY_PREFIX + rawMemoryId; LoginUser loginUser = SecurityUtils.getLoginUser(); aiSessionUserContext.bind(finalMemoryId, loginUser); String finalMessage = StringUtils.hasText(message) ? message : "请分析这个文件的核心内容并给出总结"; String fileText; try { fileText = aiFileTextExtractor.extractText(file); } catch (IllegalArgumentException ex) { return Flux.just(ex.getMessage()); } catch (IOException ex) { return Flux.just("文件读取失败"); } if (!StringUtils.hasText(fileText)) { return Flux.just("未提取到有效文件内容"); } String limitedContent = fileText.length() > 12000 ? fileText.substring(0, 12000) : fileText; String userPrompt = "你将分析用户上传的文件内容。\n" + "文件名: " + file.getOriginalFilename() + "\n" + "用户问题: " + finalMessage + "\n" + "文件内容如下:\n" + limitedContent; aiChatSessionService.touchSession(finalMemoryId, loginUser, "文件分析: " + finalMessage); return Flux.defer(() -> fileAnalyzeAgent.chat(finalMemoryId, userPrompt)) .onErrorResume(NoSuchElementException.class, ex -> { // DashScope 在历史消息兼容场景下可能抛 NoSuchElementException,清空后重试一次 mongoChatMemoryStore.deleteMessages(finalMemoryId); return fileAnalyzeAgent.chat(finalMemoryId, userPrompt); }) .doOnComplete(() -> aiChatSessionService.refreshSessionStats(finalMemoryId, loginUser)) .doOnError(ex -> aiChatSessionService.refreshSessionStats(finalMemoryId, loginUser)); } @Operation(summary = "会话列表") @GetMapping("/history/sessions") public AjaxResult listSessions() { return success(aiChatSessionService.listCurrentUserSessions(SecurityUtils.getLoginUser())); } @Operation(summary = "会话消息") @GetMapping("/history/messages/{memoryId}") public AjaxResult listMessages(@PathVariable String memoryId) { return success(aiChatSessionService.listCurrentUserMessages(memoryId, SecurityUtils.getLoginUser())); } @Operation(summary = "删除会话") @DeleteMapping("/history/{memoryId}") public AjaxResult deleteSession(@PathVariable String memoryId) { aiSessionUserContext.remove(memoryId); return toAjax(aiChatSessionService.deleteCurrentUserSession(memoryId, SecurityUtils.getLoginUser())); } private boolean isApproveTodoBusinessIntent(String message) { if (!StringUtils.hasText(message)) { return false; } String text = message.trim(); boolean hasDomainWord = containsAny(text, "审批", "待办", "流程编号", "流程号", "审批流转", "审批节点", "当前审批人", "驳回", "通过", "撤销", "删除"); boolean hasIntentWord = containsAny(text, "查询", "查看", "列出", "统计", "分析", "分布", "通过", "驳回", "撤销", "删除", "修改", "有哪些", "卡在"); return hasDomainWord && hasIntentWord; } private boolean containsAny(String text, String... keywords) { for (String keyword : keywords) { if (text.contains(keyword)) { return true; } } return false; } }