Update clare_core.py

clare_core.py

@@ -415,7 +415,7 @@ def build_messages(
     course_outline: Optional[List[str]],
     weaknesses: Optional[List[str]],
     cognitive_state: Optional[Dict[str, int]],
-    rag_context: Optional[str] = None,   # 👈 新增：RAG 检索结果
+    rag_context: Optional[str] = None,   # 新增：RAG 检索结果
 ) -> List[Dict[str, str]]:
     messages: List[Dict[str, str]] = [
         {"role": "system", "content": CLARE_SYSTEM_PROMPT}
@@ -538,7 +538,7 @@ def build_messages(
         }
     )
 
-    # ✅ RAG 检索结果（如果有）
+    # RAG 检索结果
     if rag_context:
         messages.append(
             {
@@ -584,7 +584,7 @@ def chat_with_clare(
     course_outline: Optional[List[str]],
     weaknesses: Optional[List[str]],
     cognitive_state: Optional[Dict[str, int]],
-    rag_context: Optional[str] = None,   # 👈 新增
+    rag_context: Optional[str] = None,   # 新增
 ) -> Tuple[str, List[Tuple[str, str]]]:
     # 构建 messages
     messages = build_messages(
@@ -641,6 +641,9 @@ def export_conversation(
 
 
 # ---------- 生成 3 个 quiz 题目 ----------
+from langsmith import traceable
+
+@traceable(run_type="chain", name="generate_quiz_from_history")
 def generate_quiz_from_history(
     history: List[Tuple[str, str]],
     course_outline: List[str],
@@ -711,6 +714,7 @@ def generate_quiz_from_history(
 
 
 # ---------- 概念总结（知识点摘要） ----------
+@traceable(run_type="chain", name="summarize_conversation")
 def summarize_conversation(
     history: List[Tuple[str, str]],
     course_outline: List[str],