diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index ebf89b2..838de40 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -17,13 +17,13 @@ jobs:
       - name: recovery tag information
         run: git fetch --tags --force
 
-      - uses: actions/setup-python@v6
+      - uses: astral-sh/setup-uv@v7
         with:
           python-version: '3.14'
-          cache: 'pip'
+          enable-cache: true
 
       - name: install dependencies
-        run: pip install '.[docs]'
+        run: uv sync --locked --extra docs
 
       - name: configure git
         run: |
@@ -31,7 +31,7 @@ jobs:
           git config --global user.email "41898282+github-actions[bot]@users.noreply.github.com"
 
       - name: build docs
-        run: mike deploy --push --update-aliases --alias-type=redirect ${GITHUB_REF#refs/tags/} latest
+        run: uv run mike deploy --push --update-aliases --alias-type=redirect ${GITHUB_REF#refs/tags/} latest
 
       - name: set default
-        run: mike set-default --push latest
+        run: uv run mike set-default --push latest
diff --git a/.github/workflows/example.yml b/.github/workflows/example.yml
index 55aa703..413ccc6 100644
--- a/.github/workflows/example.yml
+++ b/.github/workflows/example.yml
@@ -42,16 +42,16 @@ jobs:
     steps:
       - uses: actions/checkout@v6
 
-      - uses: actions/setup-python@v6
+      - uses: astral-sh/setup-uv@v7
         with:
           python-version: ${{ matrix.python-version }}
-          cache: 'pip'
+          enable-cache: true
 
       - name: build
-        run: pip install .
+        run: uv sync --locked
 
       - name: run
-        run: python examples/main.py
+        run: uv run python examples/main.py
 
   javascript:
     runs-on: ubuntu-latest
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 8a2cb40..f0e95e5 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -21,16 +21,16 @@ jobs:
     steps:
       - uses: actions/checkout@v6
 
-      - uses: actions/setup-python@v6
+      - uses: astral-sh/setup-uv@v7
         with:
           python-version: ${{ matrix.python-version }}
-          cache: 'pip'
+          enable-cache: true
 
       - name: dependencies
-        run: pip install '.[dev]'
+        run: uv sync --locked --extra dev
 
       - name: pytest
-        run: pytest --cov=pyds
+        run: uv run pytest --cov=pyds
 
   wheels:
     runs-on: ${{ matrix.os }}
diff --git a/README.md b/README.md
index 0c8d000..e271e26 100644
--- a/README.md
+++ b/README.md
@@ -288,7 +288,7 @@ npm install
 npm run build
 
 # Build Python package
-pip install -e ".[dev]"
+uv sync --extra dev
 
 # Build C++ library
 cmake -B build
diff --git a/docs/getting-started/installation.md b/docs/getting-started/installation.md
index 2c33b0b..5549eb3 100644
--- a/docs/getting-started/installation.md
+++ b/docs/getting-started/installation.md
@@ -63,7 +63,7 @@ To install from source with development dependencies:
 ```bash
 git clone https://github.com/USTC-KnowledgeComputingLab/ds.git
 cd ds
-pip install -e ".[dev]"
+uv sync --extra dev
 ```
 
 ## C++
@@ -112,7 +112,7 @@ npm run build
 ### Python
 
 ```bash
-pip install -e ".[dev]"
+uv sync --extra dev
 ```
 
 ### C++
@@ -135,8 +135,7 @@ npm test
 ### Python Tests
 
 ```bash
-pip install pytest
-pytest
+uv run pytest
 ```
 
 ### C++ Tests