diff --git a/.env.example b/.env.example
index fedb5ec..24a61b3 100644
--- a/.env.example
+++ b/.env.example
@@ -1,5 +1,5 @@
 # LLM密钥
 OPENAI_API_KEY=your_openai_api_key
 
-# LangSmith 相关配置(用于调试/监控Langgraph流程) -- 未用到可暂时不更改
+# LangSmith 相关配置(用于调试/监控Langgraph流程) —— 未用到可暂时不更改
 LANGCHAIN_API_KEY=your_langsmith_api_key
\ No newline at end of file
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index c117aec..f336d4a 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -1,5 +1,6 @@
 name: Python CI
 
+
 on:
   push:
     branches: [ main, master ]
diff --git a/embeddings.py b/embeddings.py
index 71790e5..35ac8d2 100644
--- a/embeddings.py
+++ b/embeddings.py
@@ -3,7 +3,7 @@
 from pathlib import Path
 from langchain_huggingface import HuggingFaceEmbeddings
 
-# 获取embeddings模型 - 首次调用时自动下载
+# 获取embeddings模型 -- 首次调用时自动下载
 def get_embeddings(model_name="BAAI/bge-small-zh-v1.5",device="cpu",**kwargs):
     # 支持更换其他向量化模型
     local_dir = Path("models")/model_name.replace("/", "_")