merge: 合并 feat/tokentime 到 develop，解决 limiter/scenarioRepo 参数冲突

backend/internal/eino/adapter.go

@@ -119,6 +119,7 @@ func (e *EinoOrchestrator) ProcessQuery(
 	state.Language = input.Language
 	state.DetailLevel = sess.Config.DetailLevel
 	state.TTSEnabled = input.TTSEnabled
+	state.UserID = input.UserID
 	ctx = WithPipelineState(ctx, state)
 
 	// 6. 调用 Graph（Stream 模式 + 运行时 Callback）

backend/internal/eino/graph.go

@@ -13,6 +13,7 @@ import (
 	"github.com/hhs/camtalk/internal/logger"
 	"github.com/hhs/camtalk/internal/models"
 	"github.com/hhs/camtalk/internal/session"
+	"github.com/hhs/camtalk/internal/store"
 )
 
 const (
@@ -42,6 +43,7 @@ func NewPipelineGraph(
 	sttService stt.Service,
 	ttsService tts.Service,
 	sessionMgr session.Manager,
+	scenarioRepo store.UserScenarioRepository,
 ) (*PipelineGraph, error) {
 	log := logger.Log
 
@@ -68,7 +70,7 @@ func NewPipelineGraph(
 	maxHistory := cfg.Session.MaxHistory
 
 	_ = g.AddLambdaNode(nodeSTT, NewSTTLambda(sttService))
-	_ = g.AddLambdaNode(nodeHistory, NewHistoryLambda(sessionMgr.GetHistory, maxHistory))
+	_ = g.AddLambdaNode(nodeHistory, NewHistoryLambda(sessionMgr.GetHistory, scenarioRepo, maxHistory))
 	_ = g.AddChatModelNode(nodeLLM, chatModel)
 	_ = g.AddLambdaNode(nodeMessageToString, NewMessageToStringLambda())
 	_ = g.AddLambdaNode(nodeSplitter, NewSplitterLambda())
@@ -112,5 +114,6 @@ func buildPipelineInput(req models.WsQuery, sessionID string, sess *models.Sessi
 		Language:   sess.Config.Language,
 		Scenario:   sess.Config.Scenario,
 		TTSEnabled: sess.Config.TTSEnabled,
+		UserID:     sess.UserID,
 	}
 }

backend/internal/eino/graph_test.go

@@ -214,7 +214,7 @@ func TestNewHistoryLambda_ReturnsNonNil(t *testing.T) {
 	fetcher := func(ctx context.Context, sessionID string, limit int) ([]models.Message, error) {
 		return nil, nil
 	}
-	lambda := NewHistoryLambda(fetcher, 10)
+	lambda := NewHistoryLambda(fetcher, nil, 10)
 	require.NotNil(t, lambda)
 }
 

backend/internal/eino/nodes_history.go

@@ -10,6 +10,7 @@ import (
 	"github.com/hhs/camtalk/internal/ai/llm"
 	"github.com/hhs/camtalk/internal/logger"
 	"github.com/hhs/camtalk/internal/models"
+	"github.com/hhs/camtalk/internal/store"
 )
 
 // NewHistoryLambda 创建历史组装 Lambda 节点。
@@ -17,7 +18,11 @@ import (
 //
 // 从 PipelineState 读取请求元数据（SessionID、Scenario、ImageData 等），
 // 构建系统提示词，组装历史消息和当前用户输入（含多模态图片）。
-func NewHistoryLambda(historyFetcher func(ctx context.Context, sessionID string, limit int) ([]models.Message, error), maxHistory int) *compose.Lambda {
+func NewHistoryLambda(
+	historyFetcher func(ctx context.Context, sessionID string, limit int) ([]models.Message, error),
+	scenarioRepo store.UserScenarioRepository,
+	maxHistory int,
+) *compose.Lambda {
 	return compose.InvokableLambda(func(ctx context.Context, sttOut STTOutput) ([]*schema.Message, error) {
 		log := logger.Log
 
@@ -34,10 +39,31 @@ func NewHistoryLambda(historyFetcher func(ctx context.Context, sessionID string,
 		scenario := state.Scenario
 		detailLevel := state.DetailLevel
 		language := sttOut.Language
+		userID := state.UserID
 		state.mu.Unlock()
 
-		// 构建系统提示词
-		scenarioPrompt := llm.GetScenarioPrompt(scenario, language)
+		// 加载用户自建情景（如果有 userID 和 scenarioRepo）
+		var customScenarios map[string]string
+		var customGreetings map[string]string
+		if userID != "" && scenarioRepo != nil {
+			scenarios, err := scenarioRepo.FindByUserID(ctx, userID)
+			if err != nil {
+				log.Warnw("加载用户自建情景失败", "user_id", userID, "error", err)
+			} else if len(scenarios) > 0 {
+				customScenarios = make(map[string]string, len(scenarios))
+				customGreetings = make(map[string]string, len(scenarios))
+				for _, s := range scenarios {
+					customScenarios[s.ID] = s.Prompt
+					if s.Greeting != "" {
+						customGreetings[s.ID] = s.Greeting
+					}
+				}
+				log.Debugw("加载用户自建情景", "user_id", userID, "count", len(scenarios))
+			}
+		}
+
+		// 构建系统提示词（支持用户自建情景）
+		scenarioPrompt := llm.GetScenarioPrompt(scenario, language, customScenarios)
 		systemPrompt := llm.BuildSystemPrompt(language, detailLevel, scenarioPrompt)
 
 		// 构建 system message（仅文本，多模态内容只能放在 user 角色）

backend/internal/eino/state.go

@@ -23,6 +23,7 @@ type PipelineState struct {
 	DetailLevel string
 	Language    string
 	TTSEnabled  bool
+	UserID      string // 新增：用户 ID，用于加载自建情景
 }
 
 // genLocalState 创建每请求的 PipelineState 实例。

backend/internal/eino/types.go

@@ -12,6 +12,7 @@ type PipelineInput struct {
 	Language   string // zh / en
 	Scenario   string // free_chat, interviewer, etc.
 	TTSEnabled bool
+	UserID     string // 用户 ID，用于加载自建情景
 }
 
 // PipelineOutput Graph 统一输出。