diff --git a/recommend/requirements.txt b/recommend/requirements.txt
index 2efe47a..b609f83 100644
--- a/recommend/requirements.txt
+++ b/recommend/requirements.txt
@@ -3,7 +3,7 @@
 huggingface_hub==0.31.2
 jieba==0.42.1
 mysql_connector_repackaged==0.3.1
-numpy==2.2.6
+numpy==1.26.4
 pandas==2.2.3
 scikit_learn==1.6.1
 scikit_surprise==1.1.4
@@ -16,3 +16,4 @@
 torch==2.7.0
 transformers==4.51.3
 waitress==3.0.2
+pymysql
\ No newline at end of file