diff --git a/.DS_Store b/.DS_Store
index 71cb1ef..e76270b 100644
Binary files a/.DS_Store and b/.DS_Store differ
diff --git a/README.md b/README.md
index 62a774a..58454f9 100644
--- a/README.md
+++ b/README.md
@@ -58,7 +58,7 @@ Here's an example of the entire process:
 from apple_ocr.ocr import OCR
 from PIL import Image
 
-image = Image open("your_image.png")
+image = Image.open("your_image.png")
 ocr_instance = OCR(image=image)
 dataframe = ocr_instance.recognize()
 cluster_labels = ocr_instance.cluster(dataframe, num_clusters=3)
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..9f9f20e
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,48 @@
+[project]
+name = "apple-ocr"
+version = "1.0.8"
+description = "An OCR (Optical Character Recognition) utility for text extraction from images."
+readme = "README.md"
+keywords = ["OCR", "image-recognition", "text-extraction", "clustering", "Apple Vision", "NLP", "LLM", "data"]
+classifiers = [
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Intended Audience :: Education",
+    "Intended Audience :: Science/Research",
+    "License :: OSI Approved :: Apache Software License",
+    "Topic :: Scientific/Engineering",
+    "Topic :: Scientific/Engineering :: Artificial Intelligence",
+    "Topic :: Software Development",
+    "Topic :: Software Development :: Libraries",
+    "Topic :: Software Development :: Libraries :: Python Modules"
+]
+
+[build-system]
+requires = ["setuptools>=61.0"]
+build-backend = "setuptools.build_meta"
+
+[options]
+packages = ["find:"]
+install_requires = [
+    "torch",
+    "numpy",
+    "pandas",
+    "Pillow",
+    "scikit-learn",
+    "plotly",
+    "pyobjc"
+]
+
+[metadata]
+name = "apple-ocr"
+version = "1.0.8"
+license = "Apache License 2.0"
+author = "Louis Brulé Naudet"
+author_email = "louisbrulenaudet@icloud.com"
+description = "An OCR (Optical Character Recognition) utility for text extraction from images."
+long_description = "file: README.md"
+long_description_content_type = "text/markdown"
+url = "https://github.com/louisbrulenaudet/apple-ocr"
+homepage = "https://github.com/louisbrulenaudet/apple-ocr"
+project_urls = {repository = "https://github.com/louisbrulenaudet/apple-ocr"}
+keywords = "OCR, image-recognition, text-extraction, clustering, Apple Vision, NLP, LLM, data"
\ No newline at end of file
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 030045d..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,39 +0,0 @@
-[metadata]
-name = apple-ocr
-version = 1.0.5
-license = Apache License 2.0
-author = Louis Brulé Naudet
-author_email = louisbrulenaudet@icloud.com
-description = An OCR (Optical Character Recognition) utility for text extraction from images.
-long_description = file: README.md
-long_description_content_type = text/markdown
-url = https://github.com/louisbrulenaudet/apple-ocr
-download_url= https://github.com/louisbrulenaudet/apple-ocr/archive/refs/tags/1.0.5.tar.gz
-project_urls =
-    repository = https://github.com/louisbrulenaudet/apple-ocr
-keywords = OCR, image-recognition, text-extraction, clustering, Apple Vision, NLP, LLM, data
-classifiers =
-    Programming Language :: Python
-    Programming Language :: Python :: 3
-    Intended Audience :: Education
-    Intended Audience :: Science/Research
-    License :: OSI Approved :: Apache Software License
-    Topic :: Scientific/Engineering
-    Topic :: Scientific/Engineering :: Artificial Intelligence
-    Topic :: Software Development
-    Topic :: Software Development :: Libraries
-    Topic :: Software Development :: Libraries :: Python Modules
-
-[options]
-packages = find:
-install_requires =
-    torch
-    numpy
-    pandas
-    Pillow
-    scikit-learn
-    plotly
-    pyobjc
-
-[options.packages.find]
-where = apple_ocr
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 6131515..0000000
--- a/setup.py
+++ /dev/null
@@ -1,41 +0,0 @@
-from setuptools import setup, find_packages
-
-setup(
-    name="apple-ocr",
-    version="1.0.5",
-    license="Apache License 2.0",
-    author="Louis Brulé Naudet",
-    author_email="louisbrulenaudet@icloud.com",
-    description="An OCR (Optical Character Recognition) utility for text extraction from images.",
-    long_description=open("README.md").read(),
-    long_description_content_type="text/markdown",
-    url="https://github.com/louisbrulenaudet/apple-ocr",
-    homepage="https://github.com/louisbrulenaudet/apple-ocr",
-    download_url="https://github.com/louisbrulenaudet/apple-ocr/archive/refs/tags/1.0.5.tar.gz",
-    project_urls={"repository": "https://github.com/louisbrulenaudet/apple-ocr"},
-    keywords="OCR, image-recognition, text-extraction, clustering, Apple Vision, NLP, LLM, data",
-    classifiers=[
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 3",
-        "Intended Audience :: Education",
-        "Intended Audience :: Science/Research",
-        "License :: OSI Approved :: Apache Software License",
-        "Topic :: Scientific/Engineering",
-        "Topic :: Scientific/Engineering :: Artificial Intelligence",
-        "Topic :: Software Development",
-        "Topic :: Software Development :: Libraries",
-        "Topic :: Software Development :: Libraries :: Python Modules",
-    ],
-    packages=find_packages(where="apple_ocr"),
-    py_modules=["apple_ocr"],
-    package_dir={"": "apple_ocr"},
-    install_requires=[
-        "torch",
-        "numpy",
-        "pandas",
-        "Pillow",
-        "scikit-learn",
-        "plotly",
-        "pyobjc",
-    ],
-)
\ No newline at end of file
diff --git a/apple_ocr/.DS_Store b/src/.DS_Store
similarity index 90%
rename from apple_ocr/.DS_Store
rename to src/.DS_Store
index 4a88c3e..78c9b65 100644
Binary files a/apple_ocr/.DS_Store and b/src/.DS_Store differ
diff --git a/apple_ocr/__init__.py b/src/apple_ocr/__init__.py
similarity index 78%
rename from apple_ocr/__init__.py
rename to src/apple_ocr/__init__.py
index 5446305..fa1a59f 100644
--- a/apple_ocr/__init__.py
+++ b/src/apple_ocr/__init__.py
@@ -2,6 +2,4 @@
 
 # This file can be empty, or you can define package-level variables or settings here.
 # For example, you might define a variable like this:
-# version = "1.0.0"
-
-from ocr.py import OCR
\ No newline at end of file
+# version = "1.0.0"
\ No newline at end of file
diff --git a/apple_ocr/ocr.py b/src/apple_ocr/ocr.py
similarity index 100%
rename from apple_ocr/ocr.py
rename to src/apple_ocr/ocr.py