diff --git a/.github/workflows/pylint.yml b/.github/workflows/pylint.yml
new file mode 100644
index 000000000..383e65cd0
--- /dev/null
+++ b/.github/workflows/pylint.yml
@@ -0,0 +1,23 @@
+name: Pylint
+
+on: [push]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.8", "3.9", "3.10"]
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v3
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install pylint
+    - name: Analysing the code with pylint
+      run: |
+        pylint $(git ls-files '*.py')
diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
new file mode 100644
index 000000000..bdaab28a4
--- /dev/null
+++ b/.github/workflows/python-publish.yml
@@ -0,0 +1,39 @@
+# This workflow will upload a Python Package using Twine when a release is created
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python#publishing-to-package-registries
+
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+
+name: Upload Python Package
+
+on:
+  release:
+    types: [published]
+
+permissions:
+  contents: read
+
+jobs:
+  deploy:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Set up Python
+      uses: actions/setup-python@v3
+      with:
+        python-version: '3.x'
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install build
+    - name: Build package
+      run: python -m build
+    - name: Publish package
+      uses: pypa/gh-action-pypi-publish@27b31702a0e7fc50959f5ad993c78deac1bdfc29
+      with:
+        user: __token__
+        password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/README.md b/README.md
index edf0e71cf..7378799d3 100644
--- a/README.md
+++ b/README.md
@@ -44,7 +44,7 @@ The Generated SQL is runable.
 1. First you need to install python requirements.
 ```
 python>=3.9
-pip install -r requirements
+pip install -r requirements.txt
 ```
 or if you use conda envirenment, you can use this command
 ```
@@ -63,7 +63,7 @@ The password just for test, you can change this if necessary
 # Install
 1. 基础模型下载
 关于基础模型, 可以根据[vicuna](https://github.com/lm-sys/FastChat/blob/main/README.md#model-weights)合成教程进行合成。 
-如果此步有困难的同学，也可以直接使用[Hugging Face](https://huggingface.co/)上的模型进行替代。 替代模型: [vicuna-13b](https://huggingface.co/Tribbiani/vicuna-13b)
+如果此步有困难的同学，也可以直接使用[Hugging Face](https://huggingface.co/)上的模型进行替代. [替代模型](https://huggingface.co/Tribbiani/vicuna-7b)
 
 2. Run model server
 ```
@@ -86,4 +86,4 @@ python webserver.py
 # Contribute
 [Contribute](https://github.com/csunny/DB-GPT/blob/main/CONTRIBUTING)
 # Licence
-[MIT](https://github.com/csunny/DB-GPT/blob/main/LICENSE)
\ No newline at end of file
+[MIT](https://github.com/csunny/DB-GPT/blob/main/LICENSE)