diff --git a/.github/workflows/python-publish.yml b/.github/workflows/python-publish.yml
index 0bedfb0..afd8c68 100644
--- a/.github/workflows/python-publish.yml
+++ b/.github/workflows/python-publish.yml
@@ -13,20 +13,20 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v4
     - name: Set up Python
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v5
       with:
-        python-version: '3.x'
+        python-version: "3.14"
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install setuptools wheel twine
+        pip install build twine
         pip install cloud-utils@https://github.com/hyroai/cloud-utils/tarball/master
     - name: Build and publish
       env:
         TWINE_USERNAME: __token__
         TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
       run: |
-        python setup.py sdist bdist_wheel
+        python -m build
         twine upload dist/*
\ No newline at end of file
diff --git a/.github/workflows/python-tests.yml b/.github/workflows/python-tests.yml
index 21c9aa0..19e14b3 100644
--- a/.github/workflows/python-tests.yml
+++ b/.github/workflows/python-tests.yml
@@ -13,12 +13,12 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.11"]
+        python-version: ["3.14"]
 
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v3
+      uses: actions/setup-python@v5
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
@@ -27,7 +27,7 @@ jobs:
         pip install -e .
         pip install cloud-utils@https://github.com/hyroai/cloud-utils/tarball/master
     - name: pre-commit
-      uses: pre-commit/action@v2.0.3
+      uses: pre-commit/action@v3.0.1
     - name: Test with pytest
       run: |
         pytest
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 21c6a37..914ad04 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,4 +2,4 @@
 build
 **/__pycache__/
 **/*.egg-info/
-**/.pytest_cache
\ No newline at end of file
+**/.pytest_cache
diff --git a/.isort.cfg b/.isort.cfg
deleted file mode 100644
index 8970a97..0000000
--- a/.isort.cfg
+++ /dev/null
@@ -1,7 +0,0 @@
-[settings]
-float_to_top = true
-atomic = true
-line_length = 88
-multi_line_output = 3
-include_trailing_comma = true
-known_third_party = cloud_utils,dataclasses_json,gamla,phonenumbers,pytest,setuptools
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f3e653c..96e6aa4 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,8 +1,6 @@
-default_language_version:
-    python: python3.11
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.0.1
+    rev: v4.1.0
     hooks:
       - id: check-added-large-files
       - id: debug-statements
@@ -10,24 +8,18 @@ repos:
       - id: pretty-format-json
         args: ["--autofix", "--no-ensure-ascii", "--no-sort-keys"]
 
-  - repo: https://github.com/asottile/seed-isort-config
-    rev: v2.2.0
-    hooks:
-      - id: seed-isort-config
-
   - repo: https://github.com/PyCQA/isort
     rev: 5.12.0
     hooks:
       - id: isort
 
-  - repo: https://github.com/ambv/black
-    rev: 21.6b0
+  - repo: https://github.com/psf/black
+    rev: 24.10.0
     hooks:
       - id: black
-        additional_dependencies: ['click==8.0.4']
 
   - repo: https://github.com/pycqa/flake8
-    rev: 3.9.2
+    rev: 7.0.0
     hooks:
       - id: flake8
         additional_dependencies:
@@ -41,17 +33,12 @@ repos:
           ]
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v0.991
+    rev: v1.5.1
     hooks:
       - id: mypy
         additional_dependencies:
           - types-PyYAML
 
-  - repo: https://github.com/hyroai/lint
-    rev: 4373c9c07f94b3549b7a8521c5bb62b6698e383d
-    hooks:
-      - id: static-analysis
-
   - repo: https://github.com/codespell-project/codespell
     rev: v2.1.0
     hooks:
@@ -59,11 +46,11 @@ repos:
         entry: codespell --ignore-words=.codespell_ignore --quiet-level=4 --check-filenames
         exclude: \.(csv|json|txt)$
 
-  - repo: https://github.com/myint/autoflake
-    rev: v1.4
+  - repo: https://github.com/PyCQA/autoflake
+    rev: v2.3.1
     hooks:
       - id: autoflake
-        entry: autoflake -i --remove-all-unused-imports
+        args: [--in-place, --remove-all-unused-imports]
 
   - repo: https://github.com/pre-commit/mirrors-prettier
     rev: v2.3.2
diff --git a/knowledge_graph/querying.py b/knowledge_graph/querying.py
index a17b6b1..65b061e 100644
--- a/knowledge_graph/querying.py
+++ b/knowledge_graph/querying.py
@@ -22,9 +22,9 @@ class NodeTitleMissing(Exception):  # noqa
     pass
 
 
-node_to_graph: Callable[
-    [storage.Node], triplets_index.TripletsWithIndex
-] = gamla.compose_left(gamla.attrgetter("graph_id"), storage.get_graph)
+node_to_graph: Callable[[storage.Node], triplets_index.TripletsWithIndex] = (
+    gamla.compose_left(gamla.attrgetter("graph_id"), storage.get_graph)
+)
 
 get_nodes_by_relations: Callable[
     [Iterable[triplet.Element]], Callable[[storage.Node], storage.Nodes]
diff --git a/knowledge_graph/querying_raw.py b/knowledge_graph/querying_raw.py
index 2aaee69..61e3bb1 100644
--- a/knowledge_graph/querying_raw.py
+++ b/knowledge_graph/querying_raw.py
@@ -102,17 +102,17 @@ def triplets_with_relation(
 )
 
 
-triggers_and_names_from_kg: Callable[
-    [triplets_index.TripletsWithIndex], frozenset
-] = gamla.compose_left(
-    _get_all_trigger_primitives,
-    gamla.filter(
-        gamla.anyjuxt(
-            primitives.kind_equals(primitives.TEXTUAL),
-            primitives.kind_equals(primitives.NAME),
-        )
-    ),
-    gamla.map(primitives.text),
+triggers_and_names_from_kg: Callable[[triplets_index.TripletsWithIndex], frozenset] = (
+    gamla.compose_left(
+        _get_all_trigger_primitives,
+        gamla.filter(
+            gamla.anyjuxt(
+                primitives.kind_equals(primitives.TEXTUAL),
+                primitives.kind_equals(primitives.NAME),
+            )
+        ),
+        gamla.map(primitives.text),
+    )
 )
 
 nodes_with_triggers = gamla.compose_left(
diff --git a/knowledge_graph/triplets_index.py b/knowledge_graph/triplets_index.py
index 79de3f2..e07d2ca 100644
--- a/knowledge_graph/triplets_index.py
+++ b/knowledge_graph/triplets_index.py
@@ -85,9 +85,7 @@ def object_relation_index(self) -> _TwoLevelIndex:
             self,
             triplets,
             gamla.timeit_with_label("building object_relation_index")(
-                gamla.make_index(
-                    map(gamla.groupby, [triplet.object, triplet.relation])
-                )
+                gamla.make_index(map(gamla.groupby, [triplet.object, triplet.relation]))
             ),
         )
 
@@ -104,9 +102,7 @@ def subject_relation_and_object_type_index(self) -> _ThreeLevelIndex:
         return gamla.pipe(
             self,
             triplets,
-            gamla.timeit_with_label(
-                "building subject_relation_and_object_type_index"
-            )(
+            gamla.timeit_with_label("building subject_relation_and_object_type_index")(
                 gamla.make_index(
                     [
                         gamla.groupby(triplet.subject),
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..f7e1863
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,37 @@
+[build-system]
+requires = ["setuptools>=80", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "knowledge-graph"
+version = "0.0.33"
+description = "A library to store data in a knowledge graph"
+readme = "README.md"
+requires-python = ">=3.14"
+authors = [{ name = "Hyro AI", email = "contact@hyro.ai" }]
+keywords = ["tag1", "tag2"]
+dependencies = [
+    "dataclasses_json==0.5.7",
+    "immutables",
+    "phonenumbers",
+    "pytest",
+]
+
+[tool.setuptools.packages.find]
+where = ["."]
+include = ["knowledge_graph*"]
+
+[tool.isort]
+float_to_top = true
+atomic = true
+line_length = 88
+multi_line_output = 3
+include_trailing_comma = true
+known_third_party = [
+    "cloud_utils",
+    "dataclasses_json",
+    "gamla",
+    "phonenumbers",
+    "pytest",
+    "setuptools",
+]
diff --git a/setup.py b/setup.py
deleted file mode 100644
index cc26d49..0000000
--- a/setup.py
+++ /dev/null
@@ -1,26 +0,0 @@
-import setuptools
-
-with open("README.md", "r") as fh:
-    _LONG_DESCRIPTION = fh.read()
-
-
-setuptools.setup(
-    name="knowledge-graph",
-    version="0.0.33",
-    python_requires=">=3.11",
-    description="A library to store data in a knowledge graph",
-    long_description=_LONG_DESCRIPTION,
-    long_description_content_type="text/markdown",
-    author="Hyro AI",
-    author_email="contact@hyro.ai",
-    url="https://github.com/hyroai/knowledge-graph/",
-    keywords=["tag1", "tag2"],
-    classifiers=[],
-    packages=setuptools.find_namespace_packages(),
-    install_requires=[
-        "dataclasses_json==0.5.7",
-        "immutables",
-        "pytest",
-        "phonenumbers",
-    ],
-)