Update clare_core.py

clare_core.py

@@ -13,6 +13,8 @@ from config import (
     CLARE_SYSTEM_PROMPT,
     LEARNING_MODE_INSTRUCTIONS,
 )
+from langsmith import traceable
+
 
 # ---------- syllabus 解析 ----------
 def parse_syllabus_docx(file_path: str, max_lines: int = 15) -> List[str]:
@@ -265,7 +267,7 @@ def cosine_similarity(a: List[float], b: List[float]) -> float:
         return 0.0
     return dot / (norm_a * norm_b)
 
-
+@traceable(run_type="embedding", name="get_embedding")
 def get_embedding(text: str) -> Optional[List[float]]:
     """
     调用 OpenAI Embedding API，将文本编码为向量。
@@ -355,6 +357,7 @@ def find_similar_past_question(
     return None
 
 
+@traceable(run_type="llm", name="safe_chat_completion")
 def safe_chat_completion(
     model_name: str,
     messages: List[Dict[str, str]],
@@ -561,6 +564,7 @@ def build_messages(
     return messages
 
 
+@traceable(run_type="chain", name="chat_with_clare")
 def chat_with_clare(
     message: str,
     history: List[Tuple[str, str]],