diff --git a/README.rst b/README.md
similarity index 100%
rename from README.rst
rename to README.md
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..1d2fb7e9
--- /dev/null
+++ b/poetry.lock
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+
+[[package]]
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+category = "main"
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+python-versions = ">=3.6"
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+category = "main"
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+python-versions = "*"
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+category = "dev"
+optional = false
+python-versions = ">=3.7"
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+optional = false
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+tzdata = {version = "*", markers = "platform_system == \"Windows\""}
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+[package.extras]
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+[[package]]
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+optional = false
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+
+[[package]]
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+category = "main"
+optional = false
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+[package.extras]
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+test = ["pytest", "pytest-cov"]
+
+[[package]]
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+description = "A Python module for creating Excel XLSX files."
+category = "main"
+optional = false
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+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "zipp-3.12.0.tar.gz", hash = "sha256:73efd63936398aac78fd92b6f4865190119d6c91b531532e798977ea8dd402eb"},
+]
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+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+
+[extras]
+pocketsphinx = []
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.7"
+content-hash = "b2752eb11c7c172bc64470750f6997fcc18f0b86b91a76ce4b4d6d63c80ba945"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..31813b6b
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,37 @@
+[build-system]
+build-backend = "poetry.core.masonry.api"
+requires = ["poetry-core"]
+
+[tool.poetry]
+authors = ["Dean Malmgren <dean.malmgren@datascopeanalytics.com>"]
+description = "Minimally maintained fork of deanmalmgren/textract to remove '*' dependencies"
+license = "MIT"
+name = "textract-py3"
+packages = [{include = "textract"}]
+readme = "README.md"
+repository = "https://github.com/KyleKing/textract-py3"
+version = "2.0.0"
+
+[tool.poetry.dependencies]
+python = "^3.7"
+SpeechRecognition = ">=3.8.1"
+argcomplete = ">=1.10.0"
+beautifulsoup4 = ">=4.8.0"
+chardet = ">=3"
+docx2txt = ">=0.8"
+extract-msg = ">=0.30.11"
+"pdfminer.six" = ">=20221105"
+python-pptx = ">=0.6.18"
+six = ">=1.16.0"
+xlrd = ">=1.2.0"
+
+[tool.poetry.extras]
+pocketsphinx = ["pocketsphinx>=0.1.15"]
+
+[tool.poetry.group.dev.dependencies]
+bumpversion = ">=0.6.0"
+nose = ">=1.3.7"
+pytest = ">=7.2.1"
+
+[tool.poetry.scripts]
+textract = "textract.bin.textract:main"
diff --git a/setup.py b/setup.py
index b9834138..3bb65e84 100644
--- a/setup.py
+++ b/setup.py
@@ -1,3 +1,5 @@
+# FYI: This file is kept for reference, but not used
+
 import glob
 import os
 from setuptools import setup
diff --git a/textract/bin/__init__.py b/textract/bin/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/bin/textract b/textract/bin/textract.py
similarity index 67%
rename from bin/textract
rename to textract/bin/textract.py
index 15ed4d13..6d734558 100644
--- a/bin/textract
+++ b/textract/bin/textract.py
@@ -1,17 +1,13 @@
-#!/usr/bin/env python
-# -*- mode: python -*-
-# PYTHON_ARGCOMPLETE_OK
-
 """
 Command-line application.
 """
 
 import sys
 
-from textract.cli import get_parser
-from textract import process
-from textract.exceptions import CommandLineError
-from textract.colors import red
+from ..cli import get_parser
+from .. import process
+from ..exceptions import CommandLineError
+from ..colors import red
 
 
 # extract text
@@ -29,5 +25,3 @@ def main():
     else:
         args.output.write(output)
 
-
-main()