diff --git a/.poetry-pyproject.toml b/.poetry-pyproject.toml
new file mode 100644
index 0000000..fa2a9b3
--- /dev/null
+++ b/.poetry-pyproject.toml
@@ -0,0 +1,80 @@
+[tool.poetry]
+name = "t_res"
+version = "0.1.0"
+description = ""
+authors = ["Federico Nanni <nanni.federico@gmail.com>"]
+
+[tool.poetry.dependencies]
+python = ">=3.9, <3.11"
+tqdm = "^4.62.3"
+bs4 = "^0.0.1"
+pandas = "^1.3.4"
+wget = "^3.2"
+DeezyMatch = "^1.3.4"
+datasets = "^1.18.0"
+transformers = ">=4.16.1, <=4.40.2"
+pydash = "^5.1.0"
+wikimapper = "^0.1.5"
+numpy = "^1.22.1"
+scikit-learn = "^1.0.2"
+docopt = "^0.6.2"
+seqeval = "^1.2.2"
+requests = "^2.27.1"
+pandarallel = "^1.6.1"
+pyxDamerauLevenshtein = "^1.7.0"
+anyascii = "^0.3.1"
+colorama = "^0.4.4"
+nltk = "^3.7"
+flair = "0.10"
+networkx = "^2.8.4"
+thefuzz = "^0.19.0"
+sentence-splitter = "^1.4"
+haversine = "^2.7.0"
+fastapi = "^0.87.0"
+uvicorn = {extras = ["standard"], version = "^0.20.0"}
+ipykernel = "^6.21.3"
+python-levenshtein = "^0.20.9"
+torch = "^1.13.1"
+accelerate = "^0.27.2"
+scipy = "^1.11.0"
+
+[tool.poetry.group.dev.dependencies]
+pytest = "^7"
+jupyter = "^1.0.0"
+black = "^22.3.0"
+flake8 = "^6.0.0"
+isort = "^5.12.0"
+pre-commit = "^3.3.1"
+
+[tool.poetry.group.docs.dependencies]
+Sphinx = "^5.0.0"
+sphinx-rtd-theme = "^1.0.0"
+sphinxcontrib-napoleon = "^0.7"
+sphinx-copybutton = "^0.5.2"
+mkdocs-material = "^9.5.49"
+mkdocs-include-markdown-plugin= "^6.0.4"
+mkdocs-exclude = "^1.0.2"
+mkdocs-macros-plugin = "^1.0.4"
+mkdocs-awesome-pages-plugin = "^2.10.1"
+mkdocstrings-python = "^1.12.2"
+
+[tool.poetry.scripts]
+batch-job = "t_res.utils.batch_job:run"
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.black]
+line-length = 88
+include = '\.pyi?$'
+
+[tool.isort]
+profile = "black"
+
+[tool.pytest.ini_options]
+markers = [
+    "resources: tests which depend on files in the resources directory",
+    "train: tests which train a model",
+    "app: tests which require access to the HTTP API",
+]
diff --git a/pyproject.toml b/pyproject.toml
index fa2a9b3..f14b584 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,73 +1,77 @@
-[tool.poetry]
+[build-system]
+requires = ["setuptools", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
 name = "t_res"
 version = "0.1.0"
 description = ""
-authors = ["Federico Nanni <nanni.federico@gmail.com>"]
-
-[tool.poetry.dependencies]
-python = ">=3.9, <3.11"
-tqdm = "^4.62.3"
-bs4 = "^0.0.1"
-pandas = "^1.3.4"
-wget = "^3.2"
-DeezyMatch = "^1.3.4"
-datasets = "^1.18.0"
-transformers = ">=4.16.1, <=4.40.2"
-pydash = "^5.1.0"
-wikimapper = "^0.1.5"
-numpy = "^1.22.1"
-scikit-learn = "^1.0.2"
-docopt = "^0.6.2"
-seqeval = "^1.2.2"
-requests = "^2.27.1"
-pandarallel = "^1.6.1"
-pyxDamerauLevenshtein = "^1.7.0"
-anyascii = "^0.3.1"
-colorama = "^0.4.4"
-nltk = "^3.7"
-flair = "0.10"
-networkx = "^2.8.4"
-thefuzz = "^0.19.0"
-sentence-splitter = "^1.4"
-haversine = "^2.7.0"
-fastapi = "^0.87.0"
-uvicorn = {extras = ["standard"], version = "^0.20.0"}
-ipykernel = "^6.21.3"
-python-levenshtein = "^0.20.9"
-torch = "^1.13.1"
-accelerate = "^0.27.2"
-scipy = "^1.11.0"
-
-[tool.poetry.group.dev.dependencies]
-pytest = "^7"
-jupyter = "^1.0.0"
-black = "^22.3.0"
-flake8 = "^6.0.0"
-isort = "^5.12.0"
-pre-commit = "^3.3.1"
+authors = [
+    {name = "Federico Nanni", email = "nanni.federico@gmail.com"}
+]
+requires-python = ">=3.9, <3.11"
+dependencies = [
+    "tqdm>=4.62.3",
+    "bs4>=0.0.1",
+    "pandas>=1.3.4",
+    "wget>=3.2",
+    "DeezyMatch>=1.3.4",
+    "datasets>=1.18.0",
+    "transformers>=4.16.1,<=4.40.2",
+    "pydash>=5.1.0",
+    "wikimapper>=0.1.5",
+    "numpy>=1.22.1",
+    "scikit-learn>=1.0.2",
+    "docopt>=0.6.2",
+    "seqeval>=1.2.2",
+    "requests>=2.27.1",
+    "pandarallel>=1.6.1",
+    "pyxDamerauLevenshtein>=1.7.0",
+    "anyascii>=0.3.1",
+    "colorama>=0.4.4",
+    "nltk>=3.7",
+    "flair<=1.0.0",
+    "networkx>=2.8.4",
+    "thefuzz>=0.19.0",
+    "sentence-splitter>=1.4",
+    "haversine>=2.7.0",
+    "fastapi>=0.87.0",
+    "uvicorn[standard]>=0.20.0",
+    "ipykernel>=6.21.3",
+    "python-levenshtein>=0.20.9",
+    "torch>=1.13.1",
+    "accelerate>=0.27.2",
+    "scipy>=1.11.0"
+]
 
-[tool.poetry.group.docs.dependencies]
-Sphinx = "^5.0.0"
-sphinx-rtd-theme = "^1.0.0"
-sphinxcontrib-napoleon = "^0.7"
-sphinx-copybutton = "^0.5.2"
-mkdocs-material = "^9.5.49"
-mkdocs-include-markdown-plugin= "^6.0.4"
-mkdocs-exclude = "^1.0.2"
-mkdocs-macros-plugin = "^1.0.4"
-mkdocs-awesome-pages-plugin = "^2.10.1"
-mkdocstrings-python = "^1.12.2"
+[project.optional-dependencies]
+dev = [
+    "pytest>=7",
+    "jupyter>=1.0.0",
+    "black>=22.3.0",
+    "flake8>=6.0.0",
+    "isort>=5.12.0",
+    "pre-commit>=3.3.1"
+]
+docs = [
+    "Sphinx>=5.0.0",
+    "sphinx-rtd-theme>=1.0.0",
+    "sphinxcontrib-napoleon>=0.7",
+    "sphinx-copybutton>=0.5.2",
+    "mkdocs-material>=9.5.49",
+    "mkdocs-include-markdown-plugin>=6.0.4",
+    "mkdocs-exclude>=1.0.2",
+    "mkdocs-macros-plugin>=1.0.4",
+    "mkdocs-awesome-pages-plugin>=2.10.1",
+    "mkdocstrings-python>=1.12.2"
+]
 
-[tool.poetry.scripts]
+[project.scripts]
 batch-job = "t_res.utils.batch_job:run"
 
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"
-
 [tool.black]
 line-length = 88
-include = '\.pyi?$'
+include = "\\.pyi?$"
 
 [tool.isort]
 profile = "black"
@@ -76,5 +80,8 @@ profile = "black"
 markers = [
     "resources: tests which depend on files in the resources directory",
     "train: tests which train a model",
-    "app: tests which require access to the HTTP API",
+    "app: tests which require access to the HTTP API"
 ]
+
+[tool.setuptools]
+packages = ["t_res"]
\ No newline at end of file