diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
new file mode 100644
index 00000000..07ea17d4
--- /dev/null
+++ b/.github/workflows/python.yml
@@ -0,0 +1,40 @@
+name: python
+on:
+  push:
+    branches:
+     - master
+     - 'feature/**'
+    paths:
+      - 'src/**'
+      - 'python/**'
+      - '.github/workflows/python.yml'
+  pull_request:
+    branches: [master]
+    paths:
+      - 'src/**'
+      - 'python/**'
+      - '.github/workflows/python.yml'
+
+jobs:
+  build:
+    name: linux-build
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          submodules: 'recursive'
+
+      - name: build
+        run: ./script/py_build.sh
+
+      - name: download_mode
+        run: |
+            wget -c -nv https://github.com/wangzhaode/mnn-llm/releases/download/qwen1.5-0.5b-chat-mnn/Qwen1.5-0.5B-Chat-MNN.zip
+            unzip Qwen1.5-0.5B-Chat-MNN.zip
+
+      - name: test_model
+        run: |
+            cd python
+            pip install dist/*.whl
+            python test.py ../Qwen1.5-0.5B-Chat-MNN/config.json
diff --git a/python/setup.py b/python/setup.py
index d691ca3d..6e1cc349 100644
--- a/python/setup.py
+++ b/python/setup.py
@@ -11,7 +11,7 @@ def make_relative_rpath(path):
     elif IS_WINDOWS:
         return []
     else:
-        return ['-Wl,-rpath,$ORIGIN/' + path]
+        return [f'-Wl,-rpath,@loader_path/../../../{path},-rpath,$ORIGIN/{path}' ]
 
 lib_suffix = 'so'
 if IS_DARWIN:
@@ -19,14 +19,14 @@ def make_relative_rpath(path):
 
 packages = find_packages()
 lib_files = [('lib',
-            [f'../libs/libMNN.{lib_suffix}',
-             f'../libs/libMNN_Express.{lib_suffix}',
+            [f'../build/MNN/libMNN.{lib_suffix}',
+             f'../build/MNN/express/libMNN_Express.{lib_suffix}',
              f'../build/libllm.{lib_suffix}'])]
 
 module = Extension('cmnnllm',
                   sources=['./mnnllm.cpp'],
-                  include_dirs=['../include'],
-                  library_dirs=['../build', '../libs'],
+                  include_dirs=['../include', '../MNN/include'],
+                  library_dirs=['../build'],
                   extra_compile_args=['-std=c++17'],
                   extra_link_args=['-lllm'] + make_relative_rpath('lib'))
 
diff --git a/python/test.py b/python/test.py
new file mode 100644
index 00000000..3b61efc5
--- /dev/null
+++ b/python/test.py
@@ -0,0 +1,12 @@
+import mnnllm
+import sys
+
+config_path = sys.argv[1]
+# create model
+qwen = mnnllm.create(config_path)
+# load model
+qwen.load()
+
+# response stream
+out = qwen.response('你好', True)
+print(out)
diff --git a/script/py_build.sh b/script/py_build.sh
new file mode 100755
index 00000000..d186451b
--- /dev/null
+++ b/script/py_build.sh
@@ -0,0 +1,10 @@
+# 1. build lib
+mkdir build
+cd build
+cmake ..
+make -j4
+cd ..
+# 2. install python wheel
+cd python
+python setup.py bdist_wheel
+cd ..
\ No newline at end of file