diff --git a/mcp_center/servers/rag/run.sh b/mcp_center/servers/rag/run.sh
index 2ca59904bc4e3149cfe2438cf106bf2d1fdcba5c..ac30e86b502662ab5a506c45e9419dddd70e15b5 100644
--- a/mcp_center/servers/rag/run.sh
+++ b/mcp_center/servers/rag/run.sh
@@ -16,7 +16,7 @@ fi
 
 # 安装依赖
 if [ -f "$RAG_DIR/src/requirements.txt" ]; then
-    pip install -r "$RAG_DIR/src/requirements.txt" -i https://pypi.tuna.tsinghua.edu.cn/simple
+    python3 -m pip install -r "$RAG_DIR/src/requirements.txt" -i https://pypi.tuna.tsinghua.edu.cn/simple
     echo "✅ 依赖安装完成"
 fi
 
diff --git a/mcp_center/servers/rag/src/deps.toml b/mcp_center/servers/rag/src/deps.toml
index 1b44d05199626d5da47504a2e7105b183c657db9..7e726f3348cd1e51b92adf23a3a7ac46f211e8b9 100644
--- a/mcp_center/servers/rag/src/deps.toml
+++ b/mcp_center/servers/rag/src/deps.toml
@@ -1,15 +1,9 @@
 [system]
 
 [pip]
-tiktoken = ">=0.8.0"
-python-docx = ">=1.1.0"
-chardet = ">=5.2.0"
-jieba = ">=0.42.1"
-aiohttp = ">=3.9.0"
-sqlite-vec = ">=0.1.6"
-sqlalchemy = ">=2.0.0"
-mcp = ">=0.1.0"
-fastapi = ">=0.100.0"
-uvicorn = ">=0.23.0"
-python-multipart = ">=0.0.6"
-PyMuPDF = ">=1.23.0"
+python-docx== "1.2.0"
+chardet== "5.2.0"
+jieba== "0.42.1"
+aiohttp== "3.11.10"
+sqlite-vec== "0.1.6"
+PyMuPDF== "1.26.6"
\ No newline at end of file
diff --git a/mcp_center/servers/rag/src/requirements.txt b/mcp_center/servers/rag/src/requirements.txt
index 0d6b3aebc80788ba362d45dfd785aa1c7b0d1c6e..8b4295359bd21a2d579eea8aa0882771c64d61cf 100644
--- a/mcp_center/servers/rag/src/requirements.txt
+++ b/mcp_center/servers/rag/src/requirements.txt
@@ -1,12 +1,6 @@
-tiktoken>=0.8.0
-python-docx>=1.1.0
-chardet>=5.2.0
-jieba>=0.42.1
-aiohttp>=3.9.0
-sqlite-vec>=0.1.6
-sqlalchemy>=2.0.0
-mcp>=0.1.0
-fastapi>=0.100.0
-uvicorn>=0.23.0
-python-multipart>=0.0.6
-PyMuPDF>=1.23.0
+python-docx==1.2.0
+chardet==5.2.0
+jieba==0.42.1
+aiohttp==3.11.10
+sqlite-vec==0.1.6
+PyMuPDF==1.26.6
\ No newline at end of file