diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index f850446..1927a33 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -10,19 +10,19 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
     - name: Set up Python
-      uses: actions/setup-python@v2
+      uses: actions/setup-python@v3
       with:
         python-version: '3.x'
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install setuptools wheel twine
+        pip install poetry==1.6.1
     - name: Build and publish
       env:
-        TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }}
-        TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
+        PYPI_TOKEN: ${{ secrets.PYPI_PASSWORD }}
       run: |
-        python setup.py sdist
-        twine upload dist/*
+        poetry config pypi-token.pypi ${PYPI_TOKEN}
+        poetry build
+        poetry publish
diff --git a/.github/workflows/python_test.yml b/.github/workflows/python_test.yml
index eedb38c..e79490f 100644
--- a/.github/workflows/python_test.yml
+++ b/.github/workflows/python_test.yml
@@ -16,27 +16,33 @@ jobs:
     strategy:
       matrix:
         os: [ubuntu-latest, macos-latest]
-        python-version: [3.7, 3.8, 3.9, '3.10']
+        python-version: [3.8, 3.9, '3.10', '3.11']
 
     steps:
-    - uses: actions/checkout@v2
+    - uses: actions/checkout@v3
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v1
+      uses: actions/setup-python@v3
       with:
         python-version: ${{ matrix.python-version }}
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
-        pip install tox
+        pip install tox poetry==1.6.1
     - name: Lint
       run: |
         tox -e lint
-    - name: Bandit
+    - name: Install libsast
       run: |
-        tox -e bandit
+        poetry install --no-interaction --no-ansi
+    - name: Bandit Scan
+      run: |
+        poetry run bandit libsast -r
     - name: Unit test
       run: |
-        tox -e py
+        poetry run pytest -v --cache-clear tests
+    - name: Python Package Test
+      run: |
+        tox -e build
     - name: Clean Up
       run: |
         tox -e clean
diff --git a/MANIFEST.in b/MANIFEST.in
deleted file mode 100644
index a8d7c42..0000000
--- a/MANIFEST.in
+++ /dev/null
@@ -1 +0,0 @@
-recursive-include libsast/standards *.yaml
\ No newline at end of file
diff --git a/README.md b/README.md
index 1c43972..8f789d1 100644
--- a/README.md
+++ b/README.md
@@ -7,10 +7,7 @@ Made with ![Love](https://cloud.githubusercontent.com/assets/4301109/16754758/82
 [![PyPI version](https://badge.fury.io/py/libsast.svg)](https://badge.fury.io/py/libsast)
 [![platform](https://img.shields.io/badge/platform-windows%2Fosx%2Flinux-green.svg)](https://github.com/ajinabraham/libsast)
 [![License](https://img.shields.io/:license-lgpl3+-blue.svg)](https://www.gnu.org/licenses/lgpl-3.0.en.html)
-[![python](https://img.shields.io/badge/python-3.7-blue.svg)](https://www.python.org/downloads/)
-
-[![Language grade: Python](https://img.shields.io/lgtm/grade/python/g/ajinabraham/libsast.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/ajinabraham/libsast/context:python)
-[![Requirements Status](https://requires.io/github/ajinabraham/libsast/requirements.svg?branch=master)](https://requires.io/github/ajinabraham/libsast/requirements/?branch=master)
+[![python](https://img.shields.io/badge/python-3.8+-blue.svg)](https://www.python.org/downloads/)
 [![Build](https://github.com/ajinabraham/libsast/workflows/Build/badge.svg)](https://github.com/ajinabraham/libsast/actions?query=workflow%3ABuild)
 
 ### Support libsast
diff --git a/libsast/__init__.py b/libsast/__init__.py
index 5ac5e13..000ffce 100644
--- a/libsast/__init__.py
+++ b/libsast/__init__.py
@@ -8,7 +8,7 @@
 __title__ = 'libsast'
 __authors__ = 'Ajin Abraham'
 __copyright__ = 'Copyright 2020 Ajin Abraham, OpenSecurity'
-__version__ = '1.5.2'
+__version__ = '1.5.3'
 __version_info__ = tuple(int(i) for i in __version__.split('.'))
 __all__ = [
     'Scanner',
diff --git a/libsast/core_matcher/helpers.py b/libsast/core_matcher/helpers.py
index 79be3a8..2819aa1 100644
--- a/libsast/core_matcher/helpers.py
+++ b/libsast/core_matcher/helpers.py
@@ -22,7 +22,10 @@
 def download_rule(url):
     """Download Pattern File."""
     try:
-        with requests.get(url, allow_redirects=True) as r:
+        with requests.get(
+                url,
+                allow_redirects=True,
+                timeout=10) as r:
             r.raise_for_status()
             return r.text
     except requests.exceptions.RequestException:
diff --git a/libsast/core_sgrep/helpers.py b/libsast/core_sgrep/helpers.py
index 9604d1a..f718583 100644
--- a/libsast/core_sgrep/helpers.py
+++ b/libsast/core_sgrep/helpers.py
@@ -47,6 +47,10 @@ def invoke_semgrep(paths, scan_rules, **kwargs):
         _,
         _,
         _,
+        _,
+        _,
+        _,
+        _,
     ) = semgrep_main.main(
         output_handler=output_handler,
         target=[pt.as_posix() for pt in paths],
diff --git a/libsast/core_sgrep/semantic_sgrep.py b/libsast/core_sgrep/semantic_sgrep.py
index 4e6ef2c..fee2e8d 100644
--- a/libsast/core_sgrep/semantic_sgrep.py
+++ b/libsast/core_sgrep/semantic_sgrep.py
@@ -43,7 +43,9 @@ def scan(self, paths: list) -> dict:
 
     def format_output(self, results):
         """Format sgrep results."""
-        self.findings['errors'] = results['errors']
+        errs = self.findings.get('errors')
+        if errs:
+            self.findings['errors'] = errs
         smatches = self.findings['matches']
         for find in results['results']:
             file_details = {
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..f556a96
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,924 @@
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+
+[[package]]
+name = "attrs"
+version = "21.4.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "attrs-21.4.0-py2.py3-none-any.whl", hash = "sha256:2d27e3784d7a565d36ab851fe94887c5eccd6a463168875832a1be79c82828b4"},
+    {file = "attrs-21.4.0.tar.gz", hash = "sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd"},
+]
+
+[package.extras]
+dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "sphinx", "sphinx-notfound-page", "zope.interface"]
+docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
+tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "zope.interface"]
+tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six"]
+
+[[package]]
+name = "bandit"
+version = "1.7.5"
+description = "Security oriented static analyser for python code."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "bandit-1.7.5-py3-none-any.whl", hash = "sha256:75665181dc1e0096369112541a056c59d1c5f66f9bb74a8d686c3c362b83f549"},
+    {file = "bandit-1.7.5.tar.gz", hash = "sha256:bdfc739baa03b880c2d15d0431b31c658ffc348e907fe197e54e0389dd59e11e"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""}
+GitPython = ">=1.0.1"
+PyYAML = ">=5.3.1"
+rich = "*"
+stevedore = ">=1.20.0"
+
+[package.extras]
+test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "tomli (>=1.1.0)"]
+toml = ["tomli (>=1.1.0)"]
+yaml = ["PyYAML"]
+
+[[package]]
+name = "boltons"
+version = "21.0.0"
+description = "When they're not builtins, they're boltons."
+optional = false
+python-versions = "*"
+files = [
+    {file = "boltons-21.0.0-py2.py3-none-any.whl", hash = "sha256:b9bb7b58b2b420bbe11a6025fdef6d3e5edc9f76a42fb467afe7ca212ef9948b"},
+    {file = "boltons-21.0.0.tar.gz", hash = "sha256:65e70a79a731a7fe6e98592ecfb5ccf2115873d01dbc576079874629e5c90f13"},
+]
+
+[[package]]
+name = "bracex"
+version = "2.3.post1"
+description = "Bash style brace expander."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "bracex-2.3.post1-py3-none-any.whl", hash = "sha256:351b7f20d56fb9ea91f9b9e9e7664db466eb234188c175fd943f8f755c807e73"},
+    {file = "bracex-2.3.post1.tar.gz", hash = "sha256:e7b23fc8b2cd06d3dec0692baabecb249dda94e06a617901ff03a6c56fd71693"},
+]
+
+[[package]]
+name = "certifi"
+version = "2023.7.22"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2023.7.22-py3-none-any.whl", hash = "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"},
+    {file = "certifi-2023.7.22.tar.gz", hash = "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082"},
+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.2.0"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "charset-normalizer-3.2.0.tar.gz", hash = "sha256:3bb3d25a8e6c0aedd251753a79ae98a093c7e7b471faa3aa9a93a81431987ace"},
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+]
+
+[[package]]
+name = "urllib3"
+version = "1.26.16"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+files = [
+    {file = "urllib3-1.26.16-py2.py3-none-any.whl", hash = "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f"},
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+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+
+[[package]]
+name = "wcmatch"
+version = "8.4.1"
+description = "Wildcard/glob file name matcher."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "wcmatch-8.4.1-py3-none-any.whl", hash = "sha256:3476cd107aba7b25ba1d59406938a47dc7eec6cfd0ad09ff77193f21a964dee7"},
+    {file = "wcmatch-8.4.1.tar.gz", hash = "sha256:b1f042a899ea4c458b7321da1b5e3331e3e0ec781583434de1301946ceadb943"},
+]
+
+[package.dependencies]
+bracex = ">=2.1.1"
+
+[[package]]
+name = "zipp"
+version = "3.16.2"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
+    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.8"
+content-hash = "cf6d3d608b5f9446493b916d2945d0243c54add7f49126d22a18076dce8b4cf6"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..e5e9134
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,37 @@
+[tool.poetry]
+name = "libsast"
+version = "1.5.3"
+description = "A generic SAST library built on top of semgrep and regex"
+keywords = ["libsast", "SAST", "Python SAST", "SAST API", "Regex SAST", "Pattern Matcher"]
+authors = ["Ajin Abraham <ajin@opensecurity.in>"]
+license = "LGPL-3.0-or-later"
+readme = "README.md"
+repository = "https://github.com/ajinabraham/libsast"
+documentation = "https://github.com/ajinabraham/libsast/blob/master/README.md"
+packages = [{ include = "libsast", format = ["sdist", "wheel"]}]
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "Intended Audience :: Developers",
+    "Topic :: Security",
+    "Topic :: Software Development :: Quality Assurance",
+]
+
+[tool.poetry.urls]
+"Bug Tracker" = "https://github.com/ajinabraham/libsast/issues"
+
+[tool.poetry.scripts]
+libsast = "libsast.__main__:main"
+
+[tool.poetry.dependencies]
+python = "^3.8"
+requests = ">=2.27.1"
+pyyaml = ">=6.0"
+semgrep = {version = "0.117.0", markers = "sys_platform != 'win32'"}
+
+[tool.poetry.group.dev.dependencies]
+bandit = "*"
+pytest = "*"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 00c8f0e..0000000
--- a/setup.py
+++ /dev/null
@@ -1,58 +0,0 @@
-"""Setup for libsast."""
-from setuptools import find_packages, setup
-
-from pathlib import Path
-
-
-def get_requires():
-    requires = [
-        'requests>=2.27.1',
-        'pyyaml>=6.0',
-        'semgrep==0.104.0;platform_system!="Windows"',
-    ]
-    return requires
-
-
-def read(rel_path):
-    init = Path(__file__).resolve().parent / rel_path
-    return init.read_text('utf-8', 'ignore')
-
-
-def get_version(rel_path):
-    for line in read(rel_path).splitlines():
-        if line.startswith('__version__'):
-            return line.split('\'')[1]
-    raise RuntimeError('Unable to find version string.')
-
-
-description = ('A generic SAST core built on top of '
-               'semgrep and regex')
-setup(
-    name='libsast',
-    version=get_version('libsast/__init__.py'),
-    description=description,
-    author='Ajin Abraham',
-    author_email='ajin25@gmail.com',
-    classifiers=[
-        'Development Status :: 4 - Beta',
-        'Intended Audience :: Developers',
-        ('License :: OSI Approved :: '
-         'GNU Lesser General Public License v3 or later (LGPLv3+)'),
-        'Programming Language :: Python :: 3.7',
-    ],
-    packages=find_packages(include=[
-        'libsast', 'libsast.*',
-        'libsast.core_matcher', 'libsast.core_matcher',
-        'libsast.core_sgrep', 'libsast.core_sgrep',
-    ]),
-    entry_points={
-        'console_scripts': [
-            'libsast = libsast.__main__:main',
-        ],
-    },
-    include_package_data=True,
-    url='https://github.com/ajinabraham/libsast',
-    long_description=read('README.md'),
-    long_description_content_type='text/markdown',
-    install_requires=get_requires(),
-)
diff --git a/tox.ini b/tox.ini
index 8c5e986..2ccae05 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,15 +1,15 @@
 [tox]
-envlist = py37, py38
+envlist = py39, py310
 skipsdist = True
 
 [testenv]
 deps =
-    .
-    pytest
+    poetry
 commands = 
-    py.test -v --cache-clear tests
+    poetry run pytest -v --cache-clear tests
 setenv =
     SEMGREP_R2C_INTERNAL_EXPLICIT_SEMGREPIGNORE = ./tests/assets/files/.semgrepignore
+
 [testenv:lint]
 skip_install = true
 deps =
@@ -35,23 +35,25 @@ commands =
 [testenv:bandit]
 skip_install = true
 deps =
-    bandit
+    poetry
 commands =
-    bandit libsast -r
+    poetry run bandit libsast -r
 
-[testenv:publish]
+[testenv:build]
 skip_install = true
+allowlist_externals =
+    bash
 deps =
-    twine
-    wheel
+    poetry
 commands =
-    python setup.py sdist bdist_wheel
-    twine upload dist/*
+    poetry build
+    bash -c 'python -m pip install dist/*.whl'
+    libsast
 
 [testenv:clean]
 deps =
 skip_install = true
-whitelist_externals =
+allowlist_externals =
     bash
     find
     rm
@@ -59,7 +61,6 @@ commands =
     find . -name "*.py[co]" -delete
     bash -c 'find . -name "__pycache__" -exec rm -fr \{\} \; -prune'
     bash -c 'find . -depth -name "*.egg-info" -exec rm -fr \{\} \;'
-    rm -rf .tox
     rm -rf .pytest_cache
     rm -rf build
     rm -rf dist
@@ -76,12 +77,20 @@ exclude =
     dist
     venv
 ignore =
-    D101 ; Missing docstring in public class
-    D103 ; Missing docstring in public function
-    D104 ; Missing docstring
-    D107 ; docstring is not mandatory
-    D401 ; Allow non imperative mood
-    Q003 ; Allow only ' for strings
-    I100 ; Use python sort imports
-    SF01 ; Allow Private member access
+    D101,
+    # Missing docstring in public class
+    D103,
+    # Missing docstring in public function
+    D104,
+    # Missing docstring
+    D107,
+    # docstring is not mandatory
+    D401,
+    # Allow non imperative mood
+    Q003,
+    # Allow only ' for strings
+    I100,
+    # Use python sort imports
+    SF01,
+    # Allow Private member access
 radon_max_cc = 10