diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..a2b6148
--- /dev/null
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+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.9"
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..895c47c
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,27 @@
+[tool.poetry]
+name = "gdock"
+version = "1.2.3"
+description = "Genetic Algorithm applied to Protein-Protein Docking"
+authors = ["Rodrigo V. Honorato <rvhonorato@protonmail.com>"]
+license = "BSD-0"
+
+[tool.poetry.dependencies]
+python = "^3.9"
+toml = "^0.10.2"
+biopython = "^1.83"
+scipy = "^1.13.0"
+pandas = "^2.2.2"
+deap = "1.3.1"
+mgzip = "^0.2.1"
+pdb-tools = "^2.5.0"
+seaborn = "^0.13.2"
+mergedeep = "^1.3.4"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+
+
+[tool.poetry.scripts]
+gdock = "gdock.cli:main"
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 9b9e48c..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,9 +0,0 @@
-biopython
-scipy
-toml
-pandas
-seaborn
-deap==1.3.1
-pdb-tools>=2.4.1
-mgzip
-mergedeep
diff --git a/setup.py b/setup.py
deleted file mode 100644
index c0321ff..0000000
--- a/setup.py
+++ /dev/null
@@ -1,40 +0,0 @@
-from setuptools import setup, find_packages
-
-setup(
-    name="gdock",
-    license="BSD Zero Clause (0BSD)",
-    version="1.2.3",
-    author="Rodrigo V. Honorato",
-    description="Genetic Algorithm applied to Protein-Protein Docking",
-    author_email="rvhonorato@protonmail.com",
-    packages=find_packages("src"),
-    package_dir={"": "src"},
-    classifiers=[
-        "Development Status :: 5 - Production/Stable",
-        "Intended Audience :: Developers",
-        "Intended Audience :: Science/Research",
-        "License :: OSI Approved :: Zero-Clause BSD (0BSD)",
-        "Natural Language :: English",
-        "Operating System :: POSIX :: Linux",
-        "Operating System :: MacOS",
-        "Programming Language :: Python :: 3.9",
-        "Topic :: Scientific/Engineering :: Bio-Informatics",
-    ],
-    python_requires=">=3.9, <4",
-    install_requires=[
-        "toml",
-        "biopython",
-        "scipy",
-        "pandas",
-        "deap==1.3.1",
-        "mgzip",
-        "pdb-tools>=2.4.1",
-        "seaborn",
-        "mergedeep"
-    ],
-    entry_points={
-        "console_scripts": [
-            "gdock=gdock.cli:main",
-        ],
-    },
-)