diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..8d1771c
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,19 @@
+name: Publish to PyPI
+on:
+  release:
+    types: [published]
+
+jobs:
+  pypi_release:
+    name: Builds Using Poetry and Publishes to PyPI
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.x'
+      - name: Install poetry
+        uses: abatilo/actions-poetry@v2
+      - run: poetry config pypi-token.pypi "${{ secrets.PYPI_API_TOKEN }}"
+      - name: Publish package
+        run: poetry publish --build
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 342b196..c75e91c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "ragchecker"
 version = "0.1.0"
-description = ""
+description = "RAGChecker: A Fine-grained Framework For Diagnosing Retrieval-Augmented Generation (RAG) systems."
 authors = [
     "Xiangkun Hu <xiangkhu@amazon.com>",
     "Lin Qiu <quln@amazon.com>",