diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 6407c60..78f94f4 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -9,7 +9,7 @@ jobs:
     strategy:
       max-parallel: 2
       matrix:
-        python-version: ["3.10"]
+        python-version: ["3.11", "3.12"]
 
     steps:
     - uses: actions/checkout@v3
diff --git a/.github/workflows/pythonpublish.yml b/.github/workflows/pythonpublish.yml
index c409a1e..7e5696d 100644
--- a/.github/workflows/pythonpublish.yml
+++ b/.github/workflows/pythonpublish.yml
@@ -8,19 +8,18 @@ jobs:
   deploy:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v1
+    - uses: actions/checkout@v4
     - name: Set up Python
-      uses: actions/setup-python@v1
+      uses: actions/setup-python@v4
       with:
         python-version: '3.x'
     - name: Install dependencies
       run: |
-        python -m pip install --upgrade pip
-        pip install setuptools wheel twine
+        python3 -m pip install --upgrade build twine
     - name: Build and publish
       env:
         TWINE_USERNAME: __token__
         TWINE_PASSWORD: ${{ secrets.PYPITOKEN }}
       run: |
-        python setup.py sdist bdist_wheel
+        python -m build
         twine upload dist/*
diff --git a/pyproject.toml b/pyproject.toml
index 4da7bab..92282d5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,47 @@
+[build-system]
+requires = ["setuptools>=61.0"]
+build-backend = "setuptools.build_meta"
+
+[project.scripts] # Change this if you want to modify the name of the executable!
+pybliotecario = "pybliotecario.pybliotecario:main"
+
+[project.urls]
+repository = "https://github.com/scarlehoff/pybliotecario"
+
+[project]
+name = "pybliotecario"
+dynamic = ["version"]
+authors = [
+    { name = "juacrumar", email = "juacrumar@lairen.eu" }
+]
+description = "Personal telegram bot to interact between your Telegram account and your computer"
+readme = "README"
+classifiers = [
+    "Programming Language :: Python :: 3",
+    "License :: GNU GPLv3",
+    "Operating System :: OS Independent",
+]
+requires-python = ">=3.8"
+dependencies = [
+    "requests",
+    "psutil"
+]
+
+[project.optional-dependencies]
+facebook = ["flask", "requests_toolbelt"]
+stonks = ["yahoo-fin", "pandas"]
+arxiv = ["arxiv"]
+weather = ["pyowm"]
+wiki = ["wikipedia"]
+github = ["pygithub"]
+image = ["pillow"]
+tests = ["numpy"]
+full = ["pybliotecario[facebook, stonks, arxiv, weather, wiki, github, image, tests]"]
+
+
+[tool.setuptools.dynamic]
+version = {attr = "pybliotecario.__version__"}
+
 [tool.black]
 line-length = 100
 skip_magic_trailing_comma = true
diff --git a/readme.md b/readme.md
index 83781dd..b566527 100644
--- a/readme.md
+++ b/readme.md
@@ -20,7 +20,7 @@ and the base program can be installed with:
 pip install pybliotecario
 ```
 
-If you want to install all dependencies for [all components](https://github.com/scarlehoff/pybliotecario/blob/master/setup.py#L17) do
+If you want to install all dependencies for [all components](https://github.com/scarlehoff/pybliotecario/blob/master/pyproject.toml#L30) do
 
 ```bash
 pip install pybliotecario[full]
@@ -31,20 +31,10 @@ You can also install it using the development version:
 ```bash
 git clone https://github.com/scarlehoff/pybliotecario.git
 cd pybliotecario
-python3 setup.py install
+python3 -m pip install .
 ```
 
-You can use the command line argument `with_name` to install the pybliotecario
-with your hostname (capitalized) as executable name.
-
-```bash
-python3 setup.py install --with_name
-```
-
-That way, for instance, if your computer is called `glados` you can invoke the program with `~$ Glados`.
-If you want to use a different name just modify the variable `pybliotecario_name` inside `setup.py`.
-
-A small `systemd_install.sh` script is included in the repository in order to daemonize it easily.
+A small `systemd_install.sh` script is included in the repository in order to easily daemonize it.
 
 ## How to connect the pybliotecario to Telegram
 The main backend for the pybliotecario is Telegram, although facebook can also be used (see [here](https://github.com/scarlehoff/pybliotecario/tree/master/src/pybliotecario/backend))
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 0b14f70..0000000
--- a/setup.py
+++ /dev/null
@@ -1,68 +0,0 @@
-import pathlib
-from setuptools import setup, find_packages
-import sys
-
-pybliotecario_name = "pybliotecario"
-if "--with_name" in sys.argv:
-    import socket
-
-    # Use the hostname as the name of the pybliotecario
-    # executable
-    hostname = socket.gethostname().capitalize()
-    pybliotecario_name = hostname
-
-    # Remove it from the list of argument, nobody should know
-    sys.argv.remove("--with_name")
-
-target_dependencies = {
-    "facebook": ["flask", "requests_toolbelt"],
-    "stonks": ["yahoo-fin", "pandas"],
-    "arxiv": ["arxiv"],
-    "weather": ["pyowm"],
-    "wiki": ["wikipedia"],
-    "github": ["pygithub"],
-    "twitter": ["tweepy"],
-    "image": ["pillow"],
-    "tests": ["numpy"]
-}
-
-# Create a special target for full
-target_dependencies["full"] = set().union(*target_dependencies.values())
-
-# Readup the readme
-README = (pathlib.Path(__file__).parent / "readme.md").read_text()
-setup(
-    name=pybliotecario_name,
-    version="2.4",
-    author="Scarlehoff",
-    author_email="juacrumar@lairen.eu",
-    url="https://github.com/scarlehoff/pybliotecario",
-    description="Personal telegram bot to interact between your Telegram account and your computer",
-    long_description=README,
-    long_description_content_type="text/markdown",
-    license="GNU GPLv3",
-    package_dir={"": "src"},
-    packages=find_packages("src"),
-    install_requires=[
-        "requests",
-        "psutil",
-    ],
-    extras_require=target_dependencies,
-    entry_points={
-        "console_scripts": [
-            "{0} = pybliotecario.pybliotecario:main".format(pybliotecario_name),
-        ]
-    },
-)
-
-print(
-    """
-##############
-Installed pybliotecario as {0}
-
-IMPORTANT: Don't forget to run
-      ~$ {0} --init
-for proper configuration of the pybliotecario""".format(
-        pybliotecario_name
-    )
-)