✨ feat(agent): 重构 Agent 分层并修复普通聊天助手消息未写入 Redis 的问题 🔧 按职责重构 backend/agent 目录为 route/chat/quicknote 三层结构 🔄 将随口记链路拆分为 graph/nodes/tool/state/prompt,其中 graph 仅负责连线 🏃 新增 quicknote runner(方法引用)来收口节点依赖,提升代码可读性 🔀 将控制码分流逻辑抽离到 agent/route,服务层改为薄封装调用 📚 更新相关 README 与测试引用路径,保持原业务逻辑不变 🐛 修复普通聊天链路遗漏 assistant 写入 Redis 的问题(确保 MySQL 和 Redis 的口径一致)
254 lines
8.1 KiB
Go
254 lines
8.1 KiB
Go
package service
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import (
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"context"
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"log"
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"strings"
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"time"
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"github.com/LoveLosita/smartflow/backend/agent/chat"
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"github.com/LoveLosita/smartflow/backend/conv"
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"github.com/LoveLosita/smartflow/backend/dao"
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"github.com/LoveLosita/smartflow/backend/inits"
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"github.com/LoveLosita/smartflow/backend/model"
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"github.com/LoveLosita/smartflow/backend/pkg"
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"github.com/cloudwego/eino-ext/components/model/ark"
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"github.com/cloudwego/eino/schema"
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"github.com/google/uuid"
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)
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type AgentService struct {
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AIHub *inits.AIHub
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repo *dao.AgentDAO
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taskRepo *dao.TaskDAO
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agentCache *dao.AgentCache
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asyncPipeline *AgentAsyncPipeline
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}
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func NewAgentService(aiHub *inits.AIHub, repo *dao.AgentDAO, taskRepo *dao.TaskDAO, agentRedis *dao.AgentCache, asyncPipeline *AgentAsyncPipeline) *AgentService {
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return &AgentService{
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AIHub: aiHub,
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repo: repo,
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taskRepo: taskRepo,
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agentCache: agentRedis,
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asyncPipeline: asyncPipeline,
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}
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}
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func normalizeConversationID(chatID string) string {
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trimmed := strings.TrimSpace(chatID)
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if trimmed == "" {
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return uuid.NewString()
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}
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return trimmed
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}
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func (s *AgentService) pickChatModel(requestModel string) (*ark.ChatModel, string) {
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modelName := strings.TrimSpace(requestModel)
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if strings.EqualFold(modelName, "strategist") {
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return s.AIHub.Strategist, "strategist"
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}
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return s.AIHub.Worker, "worker"
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}
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// saveChatHistoryReliable 统一封装“聊天记录持久化入口”:
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// 1) 开启异步链路时,走 outbox + Kafka;
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// 2) 未开启时,直接同步写库。
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func (s *AgentService) saveChatHistoryReliable(ctx context.Context, payload model.ChatHistoryPersistPayload) error {
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if s.asyncPipeline == nil {
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return s.repo.SaveChatHistory(ctx, payload.UserID, payload.ConversationID, payload.Role, payload.Message)
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}
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return s.asyncPipeline.EnqueueChatHistoryPersist(ctx, payload)
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}
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func pushErrNonBlocking(errChan chan error, err error) {
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select {
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case errChan <- err:
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default:
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log.Printf("错误通道已满,丢弃错误: %v", err)
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}
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}
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// runNormalChatFlow 执行普通流式聊天链路(非随口记)。
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// 该函数被两处复用:
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// 1) 用户输入本就不是随口记;
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// 2) 开启随口记进度推送后,最终判定“非随口记”时回落到普通聊天。
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func (s *AgentService) runNormalChatFlow(
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ctx context.Context,
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selectedModel *ark.ChatModel,
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resolvedModelName string,
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userMessage string,
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ifThinking bool,
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userID int,
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chatID string,
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traceID string,
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requestStart time.Time,
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outChan chan<- string,
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errChan chan error,
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) {
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chatHistory, err := s.agentCache.GetHistory(ctx, chatID)
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if err != nil {
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pushErrNonBlocking(errChan, err)
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return
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}
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cacheMiss := false
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if chatHistory == nil {
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cacheMiss = true
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histories, hisErr := s.repo.GetUserChatHistories(ctx, userID, pkg.HistoryFetchLimitByModel(resolvedModelName), chatID)
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if hisErr != nil {
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pushErrNonBlocking(errChan, hisErr)
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return
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}
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chatHistory = conv.ToEinoMessages(histories)
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}
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historyBudget := pkg.HistoryTokenBudgetByModel(resolvedModelName, chat.SystemPrompt, userMessage)
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trimmedHistory, totalHistoryTokens, keptHistoryTokens, droppedCount := pkg.TrimHistoryByTokenBudget(chatHistory, historyBudget)
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chatHistory = trimmedHistory
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targetWindow := pkg.CalcSessionWindowSize(len(chatHistory))
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if err = s.agentCache.SetSessionWindowSize(ctx, chatID, targetWindow); err != nil {
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log.Printf("设置历史窗口失败 chat=%s: %v", chatID, err)
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}
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if err = s.agentCache.EnforceHistoryWindow(ctx, chatID); err != nil {
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log.Printf("执行历史窗口裁剪失败 chat=%s: %v", chatID, err)
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}
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if droppedCount > 0 {
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log.Printf("历史裁剪: chat=%s total_tokens=%d kept_tokens=%d dropped=%d budget=%d target_window=%d",
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chatID, totalHistoryTokens, keptHistoryTokens, droppedCount, historyBudget, targetWindow)
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}
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if cacheMiss {
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if err = s.agentCache.BackfillHistory(ctx, chatID, chatHistory); err != nil {
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pushErrNonBlocking(errChan, err)
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return
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}
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}
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fullText, streamErr := chat.StreamChat(ctx, selectedModel, resolvedModelName, userMessage, ifThinking, chatHistory, outChan, traceID, chatID, requestStart)
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if streamErr != nil {
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pushErrNonBlocking(errChan, streamErr)
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return
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}
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if err = s.agentCache.PushMessage(ctx, chatID, &schema.Message{Role: schema.User, Content: userMessage}); err != nil {
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log.Printf("写入用户消息到 Redis 失败: %v", err)
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}
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if err = s.saveChatHistoryReliable(ctx, model.ChatHistoryPersistPayload{
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UserID: userID,
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ConversationID: chatID,
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Role: "user",
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Message: userMessage,
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}); err != nil {
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pushErrNonBlocking(errChan, err)
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return
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}
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// 普通聊天链路也需要把助手回复写入 Redis,
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// 否则会出现“数据库有助手消息,但 Redis 最新会话只有用户消息”的口径不一致。
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if err = s.agentCache.PushMessage(context.Background(), chatID, &schema.Message{Role: schema.Assistant, Content: fullText}); err != nil {
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log.Printf("写入助手消息到 Redis 失败: %v", err)
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}
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if saveErr := s.saveChatHistoryReliable(context.Background(), model.ChatHistoryPersistPayload{
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UserID: userID,
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ConversationID: chatID,
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Role: "assistant",
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Message: fullText,
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}); saveErr != nil {
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pushErrNonBlocking(errChan, saveErr)
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}
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}
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func (s *AgentService) AgentChat(ctx context.Context, userMessage string, ifThinking bool, modelName string, userID int, chatID string) (<-chan string, <-chan error) {
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requestStart := time.Now()
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traceID := uuid.NewString()
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outChan := make(chan string, 8)
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errChan := make(chan error, 1)
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// 1) 规范会话 ID,选择模型。
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chatID = normalizeConversationID(chatID)
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selectedModel, resolvedModelName := s.pickChatModel(modelName)
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// 2) 确保会话存在(优先缓存,必要时回源 DB 并创建)。
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result, err := s.agentCache.GetConversationStatus(ctx, chatID)
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if err != nil {
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errChan <- err
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close(outChan)
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close(errChan)
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return outChan, errChan
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}
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if !result {
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innerResult, ifErr := s.repo.IfChatExists(ctx, userID, chatID)
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if ifErr != nil {
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errChan <- ifErr
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close(outChan)
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close(errChan)
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return outChan, errChan
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}
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if !innerResult {
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if _, err = s.repo.CreateNewChat(userID, chatID); err != nil {
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errChan <- err
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close(outChan)
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close(errChan)
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return outChan, errChan
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}
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}
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if err = s.agentCache.SetConversationStatus(ctx, chatID); err != nil {
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log.Printf("设置会话状态缓存失败 chat=%s: %v", chatID, err)
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}
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}
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// 3) 统一异步分流:
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// - 先走“模型控制码路由”决定 quick_note / chat;
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// - 路由命中 quick_note 时推阶段状态并执行 graph;
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// - 路由命中 chat 时直接普通流式聊天。
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go func() {
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defer close(outChan)
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routing := s.decideQuickNoteRouting(ctx, selectedModel, userMessage)
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if !routing.EnterQuickNote {
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s.runNormalChatFlow(ctx, selectedModel, resolvedModelName, userMessage, ifThinking, userID, chatID, traceID, requestStart, outChan, errChan)
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return
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}
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progress := newQuickNoteProgressEmitter(outChan, resolvedModelName, true)
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progress.Emit("request.accepted", routing.Detail)
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quickHandled, quickState, quickErr := s.tryHandleQuickNoteWithGraph(
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ctx,
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selectedModel,
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userMessage,
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userID,
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chatID,
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traceID,
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routing.TrustRoute,
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progress.Emit,
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)
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if quickErr != nil {
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log.Printf("随口记 graph 执行失败,回退普通聊天 trace_id=%s chat_id=%s err=%v", traceID, chatID, quickErr)
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}
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if quickHandled {
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progress.Emit("quick_note.reply.polishing", "正在结合你的话题润色回复。")
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quickReply := buildQuickNoteFinalReply(ctx, selectedModel, userMessage, quickState)
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if emitErr := emitSingleAssistantCompletion(outChan, resolvedModelName, quickReply); emitErr != nil {
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pushErrNonBlocking(errChan, emitErr)
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return
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}
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s.persistChatAfterReply(ctx, userID, chatID, userMessage, quickReply, errChan)
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return
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}
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progress.Emit("quick_note.fallback", "当前输入不是随口记请求,切换到普通对话。")
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s.runNormalChatFlow(ctx, selectedModel, resolvedModelName, userMessage, ifThinking, userID, chatID, traceID, requestStart, outChan, errChan)
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}()
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return outChan, errChan
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}
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