diff --git a/pyproject.toml b/pyproject.toml
index fc7eed01..88d88dcc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,59 +1,56 @@
 [build-system]
-requires = [
-    "setuptools>=67.6.1, <67.7",
-    "wheel"
-    ]
-build-backend = "setuptools.build_meta"
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
 
-[project]
+[tool.poetry]
 name = "bids_prov"
 authors = [
-    {name = "Camille Maumet"},
-    {name = "Satrajit Ghosh"},
-    {name = "Stefan Appelhoff"},
-    {name = "Chris Markiewicz"},
-    {name = "Yaroslav Halchenko"},
-    {name = "Jean-Baptiste Poline"},
-    {name = "Rémi Adon"},
-    {name = "Hermann Courteille"},
-    {name = "Thomas Betton"},
-    {name = "Cyril Regan"},
-    {name = "Boris Clénet"}
+    "Camille Maumet",
+    "Satrajit Ghosh",
+    "Stefan Appelhoff",
+    "Chris Markiewicz",
+    "Yaroslav Halchenko",
+    "Jean-Baptiste Poline",
+    "Rémi Adon",
+    "Hermann Courteille",
+    "Thomas Betton",
+    "Cyril Regan",
+    "Boris Clénet"
 ]
 description = "BIDS extension proposal 28 : BIDS Provenance"
 version = "0.1.0"
 readme = "README.md"
 requires-python = ">=3.10, <3.11"
-#keywords = ["one", "two"]
-license = {file = "LICENSE"}
+license = "CC-BY-4.0"
 classifiers = [
+    "Intended Audience :: Science/Research",
     "Programming Language :: Python :: 3",
+    "Topic :: Scientific/Engineering",
+    "Topic :: Scientific/Engineering :: Medical Science Apps."
 ]
-dependencies = [
-    "beautifulsoup4>=4.12.3,<4.13",
-    "boutiques>=0.5.26,<0.6",
-    "click>=8.1.7,<8.2",
-    "deepdiff>=7.0.1,<7.1",
-    "graphviz>=0.20.3,<0.21",
-    "rdflib>=7.0.0,<7.1",
-    "rdflib-jsonld>=0.6.2,<0.7",
-    "prov>=2.0.0,<2.1",
-    "pydot>=2.0.0,<2.1",
-    "pyld>=2.0.4,<2.1",
-    "pyyaml>=6.0.1,<6.1",
-    "requests>=2.32.3,<2.33"
-]
+include = ["bids_prov/visualize.py"]
+exclude = ["bids_prov*"]
 
-[project.optional-dependencies]
-dev = [
-    "black",
-    "markdownify",
-    "pre-commit",
-    "pytest-cov"
-]
+[tool.poetry.dependencies]
+python = "^3.10.0"
+beautifulsoup4 = "^4.12.3"
+boutiques = "^0.5.26"
+click = "^8.1.7"
+deepdiff = "^7.0.1"
+graphviz = "^0.20.3"
+rdflib = "^7.0.0"
+rdflib-jsonld = "^0.6.2"
+prov = "^2.0.0"
+pydot = "^2.0.0"
+pyld = "^2.0.4"
+pyyaml = "^6.0.1"
+requests = "^2.32.3"
 
-[project.scripts]
-bids_prov_visualizer = 'bids_prov.visualize:main'
+[tool.poetry.group.dev.dependencies]
+black = "^24.4.2"
+markdownify = "^0.12.1"
+pre-commit = "^3.7.1"
+pytest-cov = "^5.0.0"
 
-[tool.setuptools]
-py-modules = ["bids_prov.visualize"]
+[tool.poetry.scripts]
+bids_prov_visualizer = "bids_prov.visualize:main"