diff --git a/.devcontainer/Dockerfile b/.devcontainer/Dockerfile
index 0cadf52..22a774f 100644
--- a/.devcontainer/Dockerfile
+++ b/.devcontainer/Dockerfile
@@ -14,4 +14,5 @@ RUN pipx install invoke && \
     invoke --print-completion-script=bash >> ~/.bash_completion
 
 RUN pipx install poetry && \
-    poetry completions bash >> ~/.bash_completion
\ No newline at end of file
+    pipx inject poetry "poetry-dynamic-versioning[plugin]" && \
+    poetry completions bash >> ~/.bash_completion
diff --git a/.gitpod.Dockerfile b/.gitpod.Dockerfile
index 5586448..23282d1 100644
--- a/.gitpod.Dockerfile
+++ b/.gitpod.Dockerfile
@@ -23,4 +23,5 @@ ENV PATH $NVM_DIR/versions/node/v$NODE_VERSION/bin:$PATH
 # Poetry is already installed in the base Gitpod Python image,
 # but we need to upgrade it
 RUN poetry self update && \
-    poetry completions bash >> ~/.bash_completion
\ No newline at end of file
+    poetry self add "poetry-dynamic-versioning[plugin]" && \
+    poetry completions bash >> ~/.bash_completion
diff --git a/pyproject.toml b/pyproject.toml
index 0f3d7d9..782cb81 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "radis-client"
-version = "0.4.0"
+version = "0.0.0"
 description = "RADIS client library to connect to a RADIS server."
 authors = ["Kai Schlamp <kai.schlamp@gmail.com>"]
 license = "GPL-3.0-or-later"
@@ -64,6 +64,10 @@ source = ["radis_client"]
 skip_empty = true
 show_missing = true
 
+[tool.poetry-dynamic-versioning]
+enable = true
+pattern = '(?P<base>\d+(\.\d+)*)([-._]?((?P<stage>[a-zA-Z]+)[-._]?(?P<revision>\d+)?))?$'
+
 [build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
+requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning>=1.0.0,<2.0.0"]
+build-backend = "poetry_dynamic_versioning.backend"
diff --git a/tasks.py b/tasks.py
index 4d2298a..ac5ed5c 100644
--- a/tasks.py
+++ b/tasks.py
@@ -83,8 +83,8 @@ def lint(ctx: Context):
 def publish_client(ctx: Context):
     """Publish RADIS Client to PyPI
 
+    - Make sure you released a new version with tag in GitHub
     - Make sure PyPI API token is set: poetry config pypi-token.pypi your-api-token
-    - Make sure to bump the version (see `bump_version` above)
     - Execute with `invoke publish-client`
     """
     ctx.run("poetry publish --build", pty=True)