diff --git a/.gitignore b/.gitignore
index 59f4bc01..d92351e9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -14,4 +14,5 @@ build/
 /tests/__pycache__/
 /tests/scratch.py
 node_modules
-
+datafog_debug.log
+sotu_2023.txt
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 0926b111..00000000
--- a/poetry.lock
+++ /dev/null
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-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
-]
-
-[[package]]
-name = "urllib3"
-version = "2.2.1"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "urllib3-2.2.1-py3-none-any.whl", hash = "sha256:450b20ec296a467077128bff42b73080516e71b56ff59a60a02bef2232c4fa9d"},
-    {file = "urllib3-2.2.1.tar.gz", hash = "sha256:d0570876c61ab9e520d776c38acbbb5b05a776d3f9ff98a5c8fd5162a444cf19"},
-]
-
-[package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
-h2 = ["h2 (>=4,<5)"]
-socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
-
-[[package]]
-name = "wasabi"
-version = "0.10.1"
-description = "A lightweight console printing and formatting toolkit"
-optional = false
-python-versions = "*"
-files = [
-    {file = "wasabi-0.10.1-py3-none-any.whl", hash = "sha256:fe862cc24034fbc9f04717cd312ab884f71f51a8ecabebc3449b751c2a649d83"},
-    {file = "wasabi-0.10.1.tar.gz", hash = "sha256:c8e372781be19272942382b14d99314d175518d7822057cb7a97010c4259d249"},
-]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.10"
-content-hash = "036adda251df2521f95177d42cb85d970866bba615b224a60e2b95f929d2581d"
diff --git a/pyproject.toml b/pyproject.toml
deleted file mode 100644
index 75552eea..00000000
--- a/pyproject.toml
+++ /dev/null
@@ -1,26 +0,0 @@
-[tool.poetry]
-name = "datafog"
-version = "2.1.1"
-description = "Scan, redact, and manage PII in your documents before they get uploaded to a Retrieval Augmented Generation (RAG) system."
-authors = ["Sid Mohan <sid@datafog.ai>"]
-license = "MIT"
-readme = "README.md"
-
-[tool.poetry.dependencies]
-python = "^3.10"
-presidio-analyzer = "^2.2.353"
-presidio-anonymizer = "^2.2.353"
-numpy = "^1.26.4"
-pytest = "^8.0.1"
-requests-mock = "^1.11.0"
-spacy = "3.4.4"
-en-spacy-pii-fast = {url = "https://huggingface.co/beki/en_spacy_pii_fast/resolve/main/en_spacy_pii_fast-any-py3-none-any.whl"}
-pandas = "^2.2.1"
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.isort]
-profile = "black"
-line_length = 88
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 00000000..8dd042ae
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,6 @@
+'https://huggingface.co/beki/en_spacy_pii_fast/resolve/main/en_spacy_pii_fast-any-py3-none-any.whl'
+pandas==2.2.1
+presidio_analyzer==2.2.353
+pytest==8.0.2
+Requests==2.31.0
+spacy
diff --git a/setup.py b/setup.py
new file mode 100644
index 00000000..98b67eee
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,32 @@
+#  package using pip, navigate to the directory that contains the setup.py file and type pip install .
+
+from setuptools import setup
+from src.datafog.__about__ import __version__
+
+# Read README for the long description
+with open("README.md", "r") as f:
+    long_description = f.read()
+
+setup(
+    name="datafog",
+    version=__version__,
+    author="Sid Mohan",
+    author_email="sid@datafog.ai",
+    description="Scan, redact, and manage PII in your documents before they get uploaded to a Retrieval Augmented Generation (RAG) system.",
+    long_description=long_description,
+    long_description_content_type="text/markdown",
+    install_requires=[
+        "pandas==2.2.1",
+        "presidio_analyzer==2.2.353",
+        "pytest==8.0.2",
+        "Requests==2.31.0",
+        "spacy==3.4.4",
+        'en_spacy_pii_fast @ https://huggingface.co/beki/en_spacy_pii_fast/resolve/main/en_spacy_pii_fast-any-py3-none-any.whl',
+
+    ],
+    classifiers=[
+        "Programming Language :: Python :: 3.10",
+        "License :: OSI Approved :: MIT License",
+        "Operating System :: OS Independent",
+    ],
+)
diff --git a/src/datafog/__about__.py b/src/datafog/__about__.py
index 58039f50..4ad5f260 100644
--- a/src/datafog/__about__.py
+++ b/src/datafog/__about__.py
@@ -1 +1,2 @@
-__version__ = "2.1.1"
+# SSOT for the package version
+__version__ = "2.2.0-beta1"