diff --git a/.github/workflows/flake8.yaml b/.github/workflows/flake8.yaml
index 43e5cd3..dceaa6e 100644
--- a/.github/workflows/flake8.yaml
+++ b/.github/workflows/flake8.yaml
@@ -12,10 +12,12 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
-      - uses: abatilo/actions-poetry@v2.1.3
+      - uses: abatilo/actions-poetry@v2.3.0
 
       - name: install dependencies
-        run: poetry install
+        run: |
+          poetry lock
+          poetry install
 
       - name: flake8
         run: poetry run flake8
diff --git a/.github/workflows/poetry-tests.yml b/.github/workflows/poetry-tests.yml
index 537b817..df2b74e 100644
--- a/.github/workflows/poetry-tests.yml
+++ b/.github/workflows/poetry-tests.yml
@@ -9,7 +9,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ['3.7', '3.8', '3.9', '3.10']
+        python-version: ['3.7', '3.8', '3.9', '3.10', '3.11'] 
 
     name: Python ${{ matrix.python-version }} tests
 
@@ -32,10 +32,13 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
-      - uses: abatilo/actions-poetry@v2.1.3
+      - uses: abatilo/actions-poetry@v2.3.0
 
       - name: install dependencies
-        run: poetry install
+        run: |
+          poetry lock
+          poetry install
+          
 
       - name: run tests
         run: poetry run pytest
diff --git a/poetry.lock b/poetry.lock
index 9be1973..e79c320 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,152 +1,296 @@
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+
 [[package]]
 name = "asn1crypto"
-version = "1.5.0"
+version = "1.5.1"
 description = "Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP"
-category = "dev"
 optional = false
 python-versions = "*"
+files = [
+    {file = "asn1crypto-1.5.1-py2.py3-none-any.whl", hash = "sha256:db4e40728b728508912cbb3d44f19ce188f218e9eba635821bb4b68564f8fd67"},
+    {file = "asn1crypto-1.5.1.tar.gz", hash = "sha256:13ae38502be632115abf8a24cbe5f4da52e3b5231990aff31123c805306ccb9c"},
+]
 
 [[package]]
-name = "atomicwrites"
-version = "1.4.0"
-description = "Atomic file writes."
-category = "dev"
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
 
 [[package]]
-name = "attrs"
-version = "21.4.0"
-description = "Classes Without Boilerplate"
-category = "dev"
+name = "exceptiongroup"
+version = "1.2.0"
+description = "Backport of PEP 654 (exception groups)"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.7"
+files = [
+    {file = "exceptiongroup-1.2.0-py3-none-any.whl", hash = "sha256:4bfd3996ac73b41e9b9628b04e079f193850720ea5945fc96a08633c66912f14"},
+    {file = "exceptiongroup-1.2.0.tar.gz", hash = "sha256:91f5c769735f051a4290d52edd0858999b57e5876e9f85937691bd4c9fa3ed68"},
+]
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
-
-[[package]]
-name = "colorama"
-version = "0.4.4"
-description = "Cross-platform colored terminal text."
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+test = ["pytest (>=6)"]
 
 [[package]]
 name = "flake8"
-version = "4.0.1"
+version = "5.0.4"
 description = "the modular source code checker: pep8 pyflakes and co"
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.6.1"
+files = [
+    {file = "flake8-5.0.4-py2.py3-none-any.whl", hash = "sha256:7a1cf6b73744f5806ab95e526f6f0d8c01c66d7bbe349562d22dfca20610b248"},
+    {file = "flake8-5.0.4.tar.gz", hash = "sha256:6fbe320aad8d6b95cec8b8e47bc933004678dc63095be98528b7bdd2a9f510db"},
+]
 
 [package.dependencies]
-importlib-metadata = {version = "<4.3", markers = "python_version < \"3.8\""}
-mccabe = ">=0.6.0,<0.7.0"
-pycodestyle = ">=2.8.0,<2.9.0"
-pyflakes = ">=2.4.0,<2.5.0"
+importlib-metadata = {version = ">=1.1.0,<4.3", markers = "python_version < \"3.8\""}
+mccabe = ">=0.7.0,<0.8.0"
+pycodestyle = ">=2.9.0,<2.10.0"
+pyflakes = ">=2.5.0,<2.6.0"
 
 [[package]]
 name = "greenlet"
-version = "1.1.2"
+version = "3.0.2"
 description = "Lightweight in-process concurrent programming"
-category = "main"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+python-versions = ">=3.7"
+files = [
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+]
 
 [package.extras]
-docs = ["sphinx"]
+docs = ["Sphinx"]
+test = ["objgraph", "psutil"]
 
 [[package]]
 name = "importlib-metadata"
 version = "4.2.0"
 description = "Read metadata from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "importlib_metadata-4.2.0-py3-none-any.whl", hash = "sha256:057e92c15bc8d9e8109738a48db0ccb31b4d9d5cfbee5a8670879a30be66304b"},
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+]
 
 [package.dependencies]
 typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+docs = ["jaraco.packaging (>=8.2)", "rst.linker (>=1.9)", "sphinx"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pep517", "pyfakefs", "pytest (>=4.6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-flake8", "pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
-version = "1.1.1"
-description = "iniconfig: brain-dead simple config-ini parsing"
-category = "dev"
+version = "2.0.0"
+description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
+files = [
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 [[package]]
 name = "mako"
-version = "1.2.0"
+version = "1.2.4"
 description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 MarkupSafe = ">=0.9.2"
 
 [package.extras]
-babel = ["babel"]
+babel = ["Babel"]
 lingua = ["lingua"]
 testing = ["pytest"]
 
 [[package]]
 name = "markdown"
-version = "3.3.5"
+version = "3.3.4"
 description = "Python implementation of Markdown."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
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+]
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
 testing = ["coverage", "pyyaml"]
 
 [[package]]
 name = "markupsafe"
-version = "2.1.0"
+version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
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+    {file = "MarkupSafe-2.1.3.tar.gz", hash = "sha256:af598ed32d6ae86f1b747b82783958b1a4ab8f617b06fe68795c7f026abbdcad"},
+]
 
 [[package]]
 name = "mccabe"
-version = "0.6.1"
+version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
-category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
+files = [
+    {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
+    {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
+]
 
 [[package]]
 name = "packaging"
-version = "20.9"
+version = "23.2"
 description = "Core utilities for Python packages"
-category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[package.dependencies]
-pyparsing = ">=2.0.2"
+python-versions = ">=3.7"
+files = [
+    {file = "packaging-23.2-py3-none-any.whl", hash = "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"},
+    {file = "packaging-23.2.tar.gz", hash = "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5"},
+]
 
 [[package]]
 name = "pdoc3"
 version = "0.6.4"
 description = "Auto-generate API documentation for Python projects."
-category = "dev"
 optional = false
 python-versions = ">= 3.5"
+files = [
+    {file = "pdoc3-0.6.4.tar.gz", hash = "sha256:85cbb0de17d1306157d19b08b67ad84817098c12ad9f92ec203b79d0307b6a25"},
+]
 
 [package.dependencies]
 mako = "*"
@@ -154,22 +298,30 @@ markdown = ">=3.0"
 
 [[package]]
 name = "pg8000"
-version = "1.24.1"
+version = "1.29.8"
 description = "PostgreSQL interface library"
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
+files = [
+    {file = "pg8000-1.29.8-py3-none-any.whl", hash = "sha256:962e9d6687f76057bd6d9c9c0f67f503a503216bf60b3a4d71e4cb8c97f8326d"},
+    {file = "pg8000-1.29.8.tar.gz", hash = "sha256:609cfbccea783e15f111cc0cb2f6d4e6b4c349a695c59505a29baba6fc79ffa9"},
+]
 
 [package.dependencies]
-scramp = ">=1.4.1"
+importlib-metadata = {version = ">=1.0", markers = "python_version < \"3.8\""}
+python-dateutil = ">=2.8.2"
+scramp = ">=1.4.3"
 
 [[package]]
 name = "pluggy"
-version = "1.0.0"
+version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
+files = [
+    {file = "pluggy-1.2.0-py3-none-any.whl", hash = "sha256:c2fd55a7d7a3863cba1a013e4e2414658b1d07b6bc57b3919e0c63c9abb99849"},
+    {file = "pluggy-1.2.0.tar.gz", hash = "sha256:d12f0c4b579b15f5e054301bb226ee85eeeba08ffec228092f8defbaa3a4c4b3"},
+]
 
 [package.dependencies]
 importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
@@ -178,365 +330,217 @@ importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
-[[package]]
-name = "py"
-version = "1.11.0"
-description = "library with cross-python path, ini-parsing, io, code, log facilities"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
 [[package]]
 name = "pycodestyle"
-version = "2.8.0"
+version = "2.9.1"
 description = "Python style guide checker"
-category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
+files = [
+    {file = "pycodestyle-2.9.1-py2.py3-none-any.whl", hash = "sha256:d1735fc58b418fd7c5f658d28d943854f8a849b01a5d0a1e6f3f3fdd0166804b"},
+    {file = "pycodestyle-2.9.1.tar.gz", hash = "sha256:2c9607871d58c76354b697b42f5d57e1ada7d261c261efac224b664affdc5785"},
+]
 
 [[package]]
 name = "pyflakes"
-version = "2.4.0"
+version = "2.5.0"
 description = "passive checker of Python programs"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[[package]]
-name = "pyparsing"
-version = "3.0.7"
-description = "Python parsing module"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
-
-[package.extras]
-diagrams = ["jinja2", "railroad-diagrams"]
+files = [
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 importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
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 description = "A lil' TOML parser"
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 python-versions = ">=3.7"
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-    {file = "zipp-3.7.0.tar.gz", hash = "sha256:9f50f446828eb9d45b267433fd3e9da8d801f614129124863f9c51ebceafb87d"},
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diff --git a/pugsql/compiler.py b/pugsql/compiler.py
index de4d194..90a5745 100644
--- a/pugsql/compiler.py
+++ b/pugsql/compiler.py
@@ -20,6 +20,7 @@ class Module(object):
     """
     Holds a set of SQL functions loaded from files.
     """
+
     sqlpaths = None
     engine = None
 
@@ -51,14 +52,14 @@ def add_queries(self, *paths, encoding=None):
 
     def _add_path(self, sqlpath, encoding=None):
         if not os.path.isdir(sqlpath):
-            raise ValueError('Directory not found: %s' % sqlpath)
+            raise ValueError("Directory not found: %s" % sqlpath)
 
-        for sqlfile in sorted(glob(os.path.join(sqlpath, '*sql'))):
-            with open(sqlfile, 'r', encoding=encoding) as f:
+        for sqlfile in sorted(glob(os.path.join(sqlpath, "*sql"))):
+            with open(sqlfile, "r", encoding=encoding) as f:
                 pugsql = f.read()
 
             # handle multiple statements per file
-            statements = re.split(r'\n+(?=--\s*:name)', pugsql)
+            statements = re.split(r"\n+(?=--\s*:name)", pugsql)
             for statement in statements:
                 s = parser.parse(statement, ctx=context.Context(sqlfile))
 
@@ -66,14 +67,13 @@ def _add_path(self, sqlpath, encoding=None):
                     if s.name not in self._statements:
                         raise ValueError(
                             'Error loading %s - the function name "%s" is '
-                            'reserved. Please choose another name.' % (
-                                sqlfile, s.name))
+                            "reserved. Please choose another name." % (sqlfile, s.name)
+                        )
                     raise ValueError(
-                        'Error loading %s - a SQL function named %s was '
-                        'already defined in %s.' % (
-                            sqlfile,
-                            s.name,
-                            self._statements[s.name].filename))
+                        "Error loading %s - a SQL function named %s was "
+                        "already defined in %s."
+                        % (sqlfile, s.name, self._statements[s.name].filename)
+                    )
 
                 s.set_module(self)
 
@@ -105,7 +105,7 @@ def transaction(self):
         For more info, see here:
         https://docs.sqlalchemy.org/en/13/orm/session_transaction.html
         """
-        if not getattr(self._locals, 'session', None):
+        if not getattr(self._locals, "session", None):
             if not self._sessionmaker:
                 raise NoConnectionError()
 
@@ -133,13 +133,20 @@ def transaction(self):
                     session.commit()
 
     def _execute(self, clause, *multiparams, **params):
-        if getattr(self._locals, 'session', None):
-            return self._locals.session.execute(clause, multiparams or params)
+        if getattr(self._locals, "session", None):
+            with self._locals.session as conn:
+                result = conn.execute(clause, multiparams or params)
+                return result
+            # with self._locals.commit()session as conn:
+            #     result = conn.execute(clause)
+            #     return result
 
         if not self.engine:
             raise NoConnectionError()
 
-        return self.engine.execute(clause, *multiparams, **params)
+        with self.engine.connect() as conn:
+            result = conn.execute(clause, multiparams or params)
+            return result
 
     @property
     def _dialect(self):
@@ -181,7 +188,9 @@ def __iter__(self):
         return iter(self._statements.values())
 
 
-__pdoc__['Module.sqlpaths'] = (
-    'A list of paths that the `pugsql.compiler.Module` was loaded from.')
-__pdoc__['Module.engine'] = (
-    'The sqlalchemy engine object being used by the `pugsql.compiler.Module`.')
+__pdoc__[
+    "Module.sqlpaths"
+] = "A list of paths that the `pugsql.compiler.Module` was loaded from."
+__pdoc__[
+    "Module.engine"
+] = "The sqlalchemy engine object being used by the `pugsql.compiler.Module`."
diff --git a/pyproject.toml b/pyproject.toml
index fc6c31e..b59794f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,15 +17,16 @@ readme = "pypi-readme.md"
 
 [tool.poetry.dependencies]
 python = ">=3.7"
-sqlalchemy = "^1.3"
+sqlalchemy = "^2.0"
 
 [tool.poetry.dev-dependencies]
 pdoc3 = "^0.6.2"
-pg8000 = "^1.13"
-packaging = "^20.4"
-pytest = "^7.1.0"
-flake8 = "^4.0.1"
+pg8000 = "^1.29"
+packaging = "^23.2"
+pytest = "^7.2.0"
+flake8 = "^5.0.4"
 
 [build-system]
-requires = ["poetry>=0.12"]
+requires = ["poetry>=1.0"]
 build-backend = "poetry.masonry.api"
+