diff --git a/.github/workflows/make-tests.yaml b/.github/workflows/make-tests.yaml
index 41bf5586..3a4d1b35 100644
--- a/.github/workflows/make-tests.yaml
+++ b/.github/workflows/make-tests.yaml
@@ -9,7 +9,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python: [ "3.9", "3.10", "3.11" ]
+        python: [ "3.10", "3.11" ]
 
     # Steps represent a sequence of tasks that will be executed as part of the job
     steps:
diff --git a/.github/workflows/pypi-publish.yaml b/.github/workflows/pypi-publish.yaml
new file mode 100644
index 00000000..8885ff71
--- /dev/null
+++ b/.github/workflows/pypi-publish.yaml
@@ -0,0 +1,35 @@
+---
+name: Publish Python Package
+
+on:
+  release:
+    types: [created]
+
+jobs:
+  build-n-publish:
+    name: Build and publish Python 🐍 distributions 📦 to PyPI
+    runs-on: ubuntu-latest
+    # Specifying a GitHub environment is optional, but strongly encouraged
+    environment: release
+    permissions:
+      # IMPORTANT: this permission is mandatory for trusted publishing
+      id-token: write
+
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+
+      - name: Install Poetry
+        run: |
+          pipx install poetry
+          poetry self add "poetry-dynamic-versioning[plugin]"
+
+      - name: Build source and wheel archives
+        run: poetry build
+
+      - name: Publish distribution 📦 to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 5da2b71f..e83aea43 100644
--- a/.gitignore
+++ b/.gitignore
@@ -25,8 +25,6 @@ var/
 *.egg
 # keep poetry files out of the repo for now, until we decide if we are moving to a .toml file specification
 # for requirements in the future.
-pyproject.toml
-poetry.lock
 
 # PyInstaller
 #  Usually these files are written by a python script from a template
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..07cdafa4
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,1979 @@
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+
+[[package]]
+name = "antlr4-python3-runtime"
+version = "4.9.3"
+description = "ANTLR 4.9.3 runtime for Python 3.7"
+optional = false
+python-versions = "*"
+files = [
+    {file = "antlr4-python3-runtime-4.9.3.tar.gz", hash = "sha256:f224469b4168294902bb1efa80a8bf7855f24c99aef99cbefc1bcd3cce77881b"},
+]
+
+[[package]]
+name = "backports-tarfile"
+version = "1.2.0"
+description = "Backport of CPython tarfile module"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "backports.tarfile-1.2.0-py3-none-any.whl", hash = "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34"},
+    {file = "backports_tarfile-1.2.0.tar.gz", hash = "sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["jaraco.test", "pytest (!=8.0.*)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)"]
+
+[[package]]
+name = "bidict"
+version = "0.23.1"
+description = "The bidirectional mapping library for Python."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "bidict-0.23.1-py3-none-any.whl", hash = "sha256:5dae8d4d79b552a71cbabc7deb25dfe8ce710b17ff41711e13010ead2abfc3e5"},
+    {file = "bidict-0.23.1.tar.gz", hash = "sha256:03069d763bc387bbd20e7d49914e75fc4132a41937fa3405417e1a5a2d006d71"},
+]
+
+[[package]]
+name = "certifi"
+version = "2024.7.4"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
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+]
+
+[[package]]
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+version = "1.17.0"
+description = "Foreign Function Interface for Python calling C code."
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+python-versions = ">=3.8"
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+keyring = ">=15.1"
+pkginfo = ">=1.8.1"
+readme-renderer = ">=35.0"
+requests = ">=2.20"
+requests-toolbelt = ">=0.8.0,<0.9.0 || >0.9.0"
+rfc3986 = ">=1.4.0"
+rich = ">=12.0.0"
+urllib3 = ">=1.26.0"
+
+[[package]]
+name = "tzdata"
+version = "2024.1"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
+    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
+]
+
+[[package]]
+name = "urllib3"
+version = "2.2.2"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
+    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+]
+
+[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 = "wheel"
+version = "0.44.0"
+description = "A built-package format for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "wheel-0.44.0-py3-none-any.whl", hash = "sha256:2376a90c98cc337d18623527a97c31797bd02bad0033d41547043a1cbfbe448f"},
+    {file = "wheel-0.44.0.tar.gz", hash = "sha256:a29c3f2817e95ab89aa4660681ad547c0e9547f20e75b0562fe7723c9a2a9d49"},
+]
+
+[package.extras]
+test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
+
+[[package]]
+name = "yamldown"
+version = "0.1.8"
+description = "Python library for loading and dumping \"yamldown\" (markdown with embedded yaml) files."
+optional = false
+python-versions = "*"
+files = [
+    {file = "yamldown-0.1.8-py3-none-any.whl", hash = "sha256:936ad7bdbde725d0bd3adb77236aae4eb75388619f31232595f7dd45f7006598"},
+    {file = "yamldown-0.1.8.tar.gz", hash = "sha256:ec1056e5ec3c47a7c14f69d343b73256ad12751361f1a833805a8ee722cf883c"},
+]
+
+[package.dependencies]
+pyYaml = "*"
+
+[[package]]
+name = "zipp"
+version = "3.20.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.20.0-py3-none-any.whl", hash = "sha256:58da6168be89f0be59beb194da1250516fdaa062ccebd30127ac65d30045e10d"},
+    {file = "zipp-3.20.0.tar.gz", hash = "sha256:0145e43d89664cfe1a2e533adc75adafed82fe2da404b4bbb6b026c0157bdb31"},
+]
+
+[package.extras]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.10"
+content-hash = "d8dd22255e91cffe40aed1fa49bb1a6c896246bd7d7ebe4bbd9373479cf1cea6"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 00000000..c26d1407
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,56 @@
+[tool.poetry]
+name = "ontobio"
+version = "0.0.0"
+description = ""
+authors = ["Gene Ontology Consortium <helpdesk@geneontology.org>"]
+readme = "README.rst"
+
+packages = [
+    { include = "bin" },
+    { include = "ontobio"}
+]
+
+[tool.poetry.scripts]
+validate = "bin.validate:cli"
+
+[tool.poetry.dependencies]
+python = "^3.10"
+rdflib = ">=6.0.0"
+marshmallow = ">=3.0.0b11, <4.0.0"
+jsobject = ">=0.0"
+prefixcommons = ">=0.1.9"
+requests = ">=0.0"
+pip = ">=9.0.1"
+wheel = ">0.25.0"
+pysolr = ">=3.6.0"
+networkx = ">=2.3"
+matplotlib = "^3.9.2"
+sparqlwrapper = ">=1.8.0"
+pandas = ">=0.0"
+scipy = ">=1.2.0"
+jsonpickle = ">=0.0"
+jsonpath-rw = ">=0.0"
+pyshex = ">=0.7.11"
+pytest = ">=0.0"
+pytest-logging = ">=0.0"
+pydotplus = ">=0.0"
+plotly = ">=2.0.7"
+yamldown = ">=0.1.7"
+diskcache = ">=4.0.0"
+bidict = ">=0.20.0"
+dacite = ">=1.6.0"
+pyparsing = "2.4.7"
+twine = "^4.0.2"
+PyYAML = "^6.0.1"
+click = "^8.1.7"
+chardet = "^5.2.0"
+pytest-mock = "^3.14.0"
+
+[build-system]
+requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning"]
+build-backend = "poetry_dynamic_versioning.backend"
+
+[tool.poetry-dynamic-versioning]
+enable = true
+vcs = "git"
+style = "pep440"
\ No newline at end of file