diff --git a/poetry.lock b/poetry.lock
index c9ae698..c23d7ec 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,34 +1,30 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "black"
-version = "23.9.1"
+version = "23.10.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "black-23.10.0-cp39-cp39-macosx_10_16_x86_64.whl", hash = "sha256:a3c2ddb35f71976a4cfeca558848c2f2f89abc86b06e8dd89b5a65c1e6c0f22a"},
+    {file = "black-23.10.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:db451a3363b1e765c172c3fd86213a4ce63fb8524c938ebd82919bf2a6e28c6a"},
+    {file = "black-23.10.0-cp39-cp39-win_amd64.whl", hash = "sha256:7fb5fc36bb65160df21498d5a3dd330af8b6401be3f25af60c6ebfe23753f747"},
+    {file = "black-23.10.0-py3-none-any.whl", hash = "sha256:e223b731a0e025f8ef427dd79d8cd69c167da807f5710add30cdf131f13dd62e"},
+    {file = "black-23.10.0.tar.gz", hash = "sha256:31b9f87b277a68d0e99d2905edae08807c007973eaa609da5f0c62def6b7c0bd"},
 ]
 
 [package.dependencies]
@@ -87,19 +83,19 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "flake8"
-version = "3.9.2"
+version = "6.1.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+python-versions = ">=3.8.1"
 files = [
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-    {file = "flake8-3.9.2.tar.gz", hash = "sha256:07528381786f2a6237b061f6e96610a4167b226cb926e2aa2b6b1d78057c576b"},
+    {file = "flake8-6.1.0-py2.py3-none-any.whl", hash = "sha256:ffdfce58ea94c6580c77888a86506937f9a1a227dfcd15f245d694ae20a6b6e5"},
+    {file = "flake8-6.1.0.tar.gz", hash = "sha256:d5b3857f07c030bdb5bf41c7f53799571d75c4491748a3adcd47de929e34cd23"},
 ]
 
 [package.dependencies]
-mccabe = ">=0.6.0,<0.7.0"
-pycodestyle = ">=2.7.0,<2.8.0"
-pyflakes = ">=2.3.0,<2.4.0"
+mccabe = ">=0.7.0,<0.8.0"
+pycodestyle = ">=2.11.0,<2.12.0"
+pyflakes = ">=3.1.0,<3.2.0"
 
 [[package]]
 name = "greenlet"
@@ -108,7 +104,6 @@ description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
 files = [
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     {file = "greenlet-3.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f47932c434a3c8d3c86d865443fadc1fbf574e9b11d6650b656e602b1797908a"},
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@@ -118,7 +113,6 @@ files = [
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@@ -127,8 +121,7 @@ files = [
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+    {file = "greenlet-3.0.0-cp311-universal2-macosx_10_9_universal2.whl", hash = "sha256:c3692ecf3fe754c8c0f2c95ff19626584459eab110eaab66413b1e7425cd84e9"},
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@@ -137,6 +130,7 @@ files = [
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+    {file = "greenlet-3.0.0-cp312-universal2-macosx_10_9_universal2.whl", hash = "sha256:553d6fb2324e7f4f0899e5ad2c427a4579ed4873f42124beba763f16032959af"},
     {file = "greenlet-3.0.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c6b5ce7f40f0e2f8b88c28e6691ca6806814157ff05e794cdd161be928550f4c"},
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@@ -147,7 +141,6 @@ files = [
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-    {file = "greenlet-3.0.0-cp38-cp38-macosx_11_0_universal2.whl", hash = "sha256:63acdc34c9cde42a6534518e32ce55c30f932b473c62c235a466469a710bfbf9"},
     {file = "greenlet-3.0.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4a1a6244ff96343e9994e37e5b4839f09a0207d35ef6134dce5c20d260d0302c"},
     {file = "greenlet-3.0.0-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b822fab253ac0f330ee807e7485769e3ac85d5eef827ca224feaaefa462dc0d0"},
     {file = "greenlet-3.0.0-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8060b32d8586e912a7b7dac2d15b28dbbd63a174ab32f5bc6d107a1c4143f40b"},
@@ -158,7 +151,6 @@ files = [
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     {file = "greenlet-3.0.0-cp38-cp38-win_amd64.whl", hash = "sha256:3fd2b18432e7298fcbec3d39e1a0aa91ae9ea1c93356ec089421fabc3651572b"},
     {file = "greenlet-3.0.0-cp38-universal2-macosx_11_0_x86_64.whl", hash = "sha256:3c0d36f5adc6e6100aedbc976d7428a9f7194ea79911aa4bf471f44ee13a9464"},
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     {file = "greenlet-3.0.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6a5b2d4cdaf1c71057ff823a19d850ed5c6c2d3686cb71f73ae4d6382aaa7a06"},
     {file = "greenlet-3.0.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:2e7dcdfad252f2ca83c685b0fa9fba00e4d8f243b73839229d56ee3d9d219314"},
     {file = "greenlet-3.0.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c94e4e924d09b5a3e37b853fe5924a95eac058cb6f6fb437ebb588b7eda79870"},
@@ -169,7 +161,6 @@ files = [
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     {file = "greenlet-3.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:831d6f35037cf18ca5e80a737a27d822d87cd922521d18ed3dbc8a6967be50ce"},
     {file = "greenlet-3.0.0-cp39-universal2-macosx_11_0_x86_64.whl", hash = "sha256:a048293392d4e058298710a54dfaefcefdf49d287cd33fb1f7d63d55426e4355"},
-    {file = "greenlet-3.0.0.tar.gz", hash = "sha256:19834e3f91f485442adc1ee440171ec5d9a4840a1f7bd5ed97833544719ce10b"},
 ]
 
 [package.extras]
@@ -189,13 +180,13 @@ files = [
 
 [[package]]
 name = "mccabe"
-version = "0.6.1"
+version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
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 ]
 
 [[package]]
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     {file = "SQLAlchemy-1.4.49-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:f835c050ebaa4e48b18403bed2c0fda986525896efd76c245bdd4db995e51a4c"},
     {file = "SQLAlchemy-1.4.49-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c21b172dfb22e0db303ff6419451f0cac891d2e911bb9fbf8003d717f1bcf91"},
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@@ -502,26 +496,35 @@ files = [
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     {file = "SQLAlchemy-1.4.49-cp311-cp311-win_amd64.whl", hash = "sha256:171e04eeb5d1c0d96a544caf982621a1711d078dbc5c96f11d6469169bd003f1"},
+    {file = "SQLAlchemy-1.4.49-cp312-cp312-macosx_10_9_universal2.whl", hash = "sha256:f23755c384c2969ca2f7667a83f7c5648fcf8b62a3f2bbd883d805454964a800"},
+    {file = "SQLAlchemy-1.4.49-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8396e896e08e37032e87e7fbf4a15f431aa878c286dc7f79e616c2feacdb366c"},
+    {file = "SQLAlchemy-1.4.49-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:66da9627cfcc43bbdebd47bfe0145bb662041472393c03b7802253993b6b7c90"},
+    {file = "SQLAlchemy-1.4.49-cp312-cp312-win32.whl", hash = "sha256:9a06e046ffeb8a484279e54bda0a5abfd9675f594a2e38ef3133d7e4d75b6214"},
+    {file = "SQLAlchemy-1.4.49-cp312-cp312-win_amd64.whl", hash = "sha256:7cf8b90ad84ad3a45098b1c9f56f2b161601e4670827d6b892ea0e884569bd1d"},
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     {file = "SQLAlchemy-1.4.49-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d26f280b8f0a8f497bc10573849ad6dc62e671d2468826e5c748d04ed9e670d5"},
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@@ -530,7 +533,7 @@ files = [
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"win32\" or platform_machine == \"WIN32\" or platform_machine == \"AMD64\" or platform_machine == \"amd64\" or platform_machine == \"x86_64\" or platform_machine == \"ppc64le\" or platform_machine == \"aarch64\")"}
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
 
 [package.extras]
 aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
@@ -629,5 +632,5 @@ files = [
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.8"
-content-hash = "80e754f51a874c555659ae6f30ec77a3b7b1f0049d0af51d76ba781d01d139a0"
+python-versions = "^3.8.1"
+content-hash = "6a7e9177f6e489ddb72ed38c3ffd545cb45517123f6177bfe19579736810a552"
diff --git a/pyproject.toml b/pyproject.toml
index 52dedea..7b50f3a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,18 +23,18 @@ repository = "https://github.com/siddhantgoel/tornado-sqlalchemy"
 documentation = "https://tornado-sqlalchemy.readthedocs.io/en/stable/"
 
 [tool.poetry.dependencies]
-python = "^3.8"
-SQLAlchemy = "^1.3"
+python = "^3.8.1"
+SQLAlchemy = "^1.4"
 tornado = "^6.0"
 taskipy = "^1.12.0"
 
 [tool.poetry.dev-dependencies]
-flake8 = "^3.7"
+flake8 = "^6.1"
 mysqlclient = "^2.2"
 psycopg2-binary = "^2.8"
 pytest = "^7.4"
 black = "^23.9"
-mypy = "^1.5"
+mypy = "^1.4"
 sqlalchemy-stubs = "^0.2.0"
 
 [tool.black]
diff --git a/tests/test_multiple_databases.py b/tests/test_multiple_databases.py
index 4cb3154..cd017cc 100644
--- a/tests/test_multiple_databases.py
+++ b/tests/test_multiple_databases.py
@@ -1,7 +1,8 @@
 from http import HTTPStatus
 from unittest import TestCase, mock
 
-from sqlalchemy import Column, BigInteger, String
+from sqlalchemy import Column, BigInteger, String, text
+
 from tornado.testing import AsyncHTTPTestCase
 from tornado.web import Application, RequestHandler
 
@@ -60,16 +61,15 @@ def test_add_objects(self):
         session.add(Bar('second bar'))
         session.commit()
 
-        foo_count = (
-            db.get_engine('foo')
-            .execute("SELECT COUNT(*) FROM foo")
-            .fetchone()[0]
-        )
-        bar_count = (
-            db.get_engine('bar')
-            .execute("SELECT COUNT(*) FROM bar")
-            .fetchone()[0]
-        )
+        with db.get_engine('foo').begin() as conn:
+            foo_count = conn.execute(
+                text("SELECT COUNT(*) FROM foo")
+            ).fetchone()[0]
+
+        with db.get_engine('bar').begin() as conn:
+            bar_count = conn.execute(
+                text("SELECT COUNT(*) FROM bar")
+            ).fetchone()[0]
 
         session.close()
 
diff --git a/tornado_sqlalchemy/__init__.py b/tornado_sqlalchemy/__init__.py
index 5e02b81..545fb40 100644
--- a/tornado_sqlalchemy/__init__.py
+++ b/tornado_sqlalchemy/__init__.py
@@ -1,15 +1,16 @@
 import multiprocessing
-from concurrent.futures import Executor, ThreadPoolExecutor
+from concurrent.futures import ThreadPoolExecutor
 from contextlib import contextmanager
 from typing import Callable, Iterator, Optional
 
 from sqlalchemy import create_engine
-from sqlalchemy.ext.declarative import declarative_base, DeclarativeMeta
+from sqlalchemy.ext.declarative import DeclarativeMeta
+from sqlalchemy.orm import declarative_base
 from sqlalchemy.orm import sessionmaker
 from sqlalchemy.orm.session import Session
 from tornado.concurrent import Future, chain_future
 from tornado.ioloop import IOLoop
-from tornado.web import Application
+
 
 __all__ = ('as_future', 'SessionMixin', 'set_max_workers', 'SQLAlchemy')
 
@@ -159,7 +160,7 @@ def get_bind(self, mapper=None, clause=None):
             if bind_key is not None:
                 return self.db.get_engine(bind=bind_key)
 
-        return super().get_bind(mapper, clause)
+        return super().get_bind(mapper=mapper, clause=clause)
 
 
 class BindMeta(DeclarativeMeta):