diff --git a/.ci/test-matrix.yml b/.ci/test-matrix.yml
index d63b5793..63fced43 100755
--- a/.ci/test-matrix.yml
+++ b/.ci/test-matrix.yml
@@ -2,11 +2,11 @@ TEST_SUITE:
   - oss
 
 PYTHON_VERSION:
-  - "3.6"
-  - "3.7"
   - "3.8"
   - "3.9"
   - "3.10"
+  - "3.11"
+  - "3.12"
 
 PYTHON_CONNECTION_CLASS:
   - Urllib3HttpConnection
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index af9a4b66..a1e826cc 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -9,13 +9,13 @@ jobs:
     steps:
       - name: Checkout Repository
         uses: actions/checkout@v3
-      - name: Set up Python 3.7
+      - name: Set up Python 3.8
         uses: actions/setup-python@v4
         with:
-          python-version: 3.7
+          python-version: 3.8
       - name: Install dependencies
         run: |
-          python3.7 -m pip install nox
+          python3.8 -m pip install nox
       - name: Lint the code
         run: nox -s lint
   
@@ -24,13 +24,13 @@ jobs:
     steps:
       - name: Checkout Repository
         uses: actions/checkout@v3
-      - name: Set up Python 3.7
+      - name: Set up Python 3.8
         uses: actions/setup-python@v4
         with:
-          python-version: 3.7
+          python-version: 3.8
       - name: Install dependencies
         run: |
-          python3.7 -m pip install nox
+          python3.8 -m pip install nox
       - name: Run the api generator
         run: nox -s generate
 
@@ -39,16 +39,16 @@ jobs:
     steps:
       - name: Checkout Repository
         uses: actions/checkout@v3
-      - name: Set up Python 3.7
+      - name: Set up Python 3.8
         uses: actions/setup-python@v4
         with:
-          python-version: 3.7
+          python-version: 3.8
       - name: Install build tools
         run: |
-          python3.7 -m pip install --upgrade build
+          python3.8 -m pip install --upgrade build
       - name: Build project for distribution
         run: |
-          python3.7 -m build
+          python3.8 -m build
 
   twine-check:
     runs-on: ubuntu-latest
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 333c3902..96105bae 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -8,11 +8,11 @@ jobs:
     - uses: actions/checkout@v2
     - uses: actions/setup-python@v2
       with:
-        python-version: 3.7
+        python-version: 3.8
 
     - name: Install Dependencies
       run: |
-        python3.7 -m pip install nox
+        python3.8 -m pip install nox
 
     - name: Make
       run: |
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 40013d62..39c5123e 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -7,14 +7,15 @@ jobs:
     strategy:
       matrix:
         entry:
-          - { os: 'ubuntu-20.04', python-version: "3.6" }
-          - { os: 'ubuntu-latest', python-version: "3.7" }
           - { os: 'ubuntu-latest', python-version: "3.8" }
           - { os: 'ubuntu-latest', python-version: "3.9" }
           - { os: 'ubuntu-latest', python-version: "3.10" }
           - { os: 'ubuntu-latest', python-version: "3.11" }
           - { os: 'macos-latest', python-version: "3.11" }
           - { os: 'windows-latest', python-version: "3.11" }
+          - { os: 'ubuntu-latest', python-version: "3.12" }
+          - { os: 'macos-latest', python-version: "3.12" }
+          - { os: 'windows-latest', python-version: "3.12" }
           
     name: test (os=${{ matrix.entry.os }}, python=${{ matrix.entry.python-version }})
     continue-on-error: ${{ matrix.entry.experimental || false }}
diff --git a/.github/workflows/update_api.yml b/.github/workflows/update_api.yml
index d03b9eaa..7c130d0b 100644
--- a/.github/workflows/update_api.yml
+++ b/.github/workflows/update_api.yml
@@ -17,13 +17,13 @@ jobs:
           fetch-depth: 0
       - name: Config git to rebase
         run: git config --global pull.rebase true
-      - name: Set up Python 3.7
+      - name: Set up Python 3.8
         uses: actions/setup-python@v4
         with:
-          python-version: 3.7
+          python-version: 3.8
       - name: Install dependencies
         run: |
-          python3.7 -m pip install nox
+          python3.8 -m pip install nox
       - name: Generate API
         run: nox -s generate
       - name: Get current date
diff --git a/.readthedocs.yml b/.readthedocs.yml
index a3353d9b..145d7a99 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -1,7 +1,7 @@
 version: 2
 
 python:
-  version: 3.7
+  version: 3.8
   install:
     - method: pip
       path: .
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6f46a76e..62efe35e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -3,13 +3,17 @@ Inspired from [Keep a Changelog](https://keepachangelog.com/en/1.0.0/)
 
 ## [Unreleased]
 ### Added
+- Added support for Python 3.12 ([#717](https://github.com/opensearch-project/opensearch-py/pull/717))
 ### Changed
 ### Deprecated
 ### Removed
+- Removed support for Python 3.6, 3.7 ([#717](https://github.com/opensearch-project/opensearch-py/pull/717))
 ### Fixed
 ### Updated APIs
 ### Security
 ### Dependencies
+- Bumps `aiohttp` from >=3,<4 to >=3.9.2,<4 ([#717](https://github.com/opensearch-project/opensearch-py/pull/717))
+- Bumps `black` to >=24.3.0 ([#717](https://github.com/opensearch-project/opensearch-py/pull/717))
 
 ## [2.5.0]
 ### Added
diff --git a/DEVELOPER_GUIDE.md b/DEVELOPER_GUIDE.md
index ee788e49..7a51a6cf 100644
--- a/DEVELOPER_GUIDE.md
+++ b/DEVELOPER_GUIDE.md
@@ -10,7 +10,7 @@
 
 ## Prerequisites
 
-Python 3.6 or newer is required.
+Python 3.8 or newer is required.
 
 ```
 $ python --version
diff --git a/benchmarks/poetry.lock b/benchmarks/poetry.lock
index 89bf7dbe..841f5dc7 100644
--- a/benchmarks/poetry.lock
+++ b/benchmarks/poetry.lock
@@ -1,114 +1,100 @@
-# This file is automatically @generated by Poetry 1.7.0 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 = "aiohttp"
-version = "3.8.6"
+version = "3.9.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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+    {file = "aiohttp-3.9.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:f1088fa100bf46e7b398ffd9904f4808a0612e1d966b4aa43baa535d1b6341eb"},
+    {file = "aiohttp-3.9.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:f59dfe57bb1ec82ac0698ebfcdb7bcd0e99c255bd637ff613760d5f33e7c81b3"},
+    {file = "aiohttp-3.9.3-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:361a1026c9dd4aba0109e4040e2aecf9884f5cfe1b1b1bd3d09419c205e2e53d"},
+    {file = "aiohttp-3.9.3-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:363afe77cfcbe3a36353d8ea133e904b108feea505aa4792dad6585a8192c55a"},
+    {file = "aiohttp-3.9.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8e2c45c208c62e955e8256949eb225bd8b66a4c9b6865729a786f2aa79b72e9d"},
+    {file = "aiohttp-3.9.3-cp39-cp39-win32.whl", hash = "sha256:f7217af2e14da0856e082e96ff637f14ae45c10a5714b63c77f26d8884cf1051"},
+    {file = "aiohttp-3.9.3-cp39-cp39-win_amd64.whl", hash = "sha256:27468897f628c627230dba07ec65dc8d0db566923c48f29e084ce382119802bc"},
+    {file = "aiohttp-3.9.3.tar.gz", hash = "sha256:90842933e5d1ff760fae6caca4b2b3edba53ba8f4b71e95dacf2818a2aca06f7"},
 ]
 
 [package.dependencies]
 aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
-asynctest = {version = "0.13.0", markers = "python_version < \"3.8\""}
+async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<4.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
+speedups = ["Brotli", "aiodns", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
@@ -135,20 +121,6 @@ files = [
     {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = ">=3.6.5", markers = "python_version < \"3.8\""}
-
-[[package]]
-name = "asynctest"
-version = "0.13.0"
-description = "Enhance the standard unittest package with features for testing asyncio libraries"
-optional = false
-python-versions = ">=3.5"
-files = [
-    {file = "asynctest-0.13.0-py3-none-any.whl", hash = "sha256:5da6118a7e6d6b54d83a8f7197769d046922a44d2a99c21382f0a6e4fadae676"},
-    {file = "asynctest-0.13.0.tar.gz", hash = "sha256:c27862842d15d83e6a34eb0b2866c323880eb3a75e4485b079ea11748fd77fac"},
-]
-
 [[package]]
 name = "attrs"
 version = "23.1.0"
@@ -160,9 +132,6 @@ files = [
     {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
 ]
 
-[package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
 dev = ["attrs[docs,tests]", "pre-commit"]
@@ -374,26 +343,6 @@ files = [
     {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
 ]
 
-[[package]]
-name = "importlib-metadata"
-version = "6.7.0"
-description = "Read metadata from Python packages"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "importlib_metadata-6.7.0-py3-none-any.whl", hash = "sha256:cb52082e659e97afc5dac71e79de97d8681de3aa07ff18578330904a9d18e5b5"},
-    {file = "importlib_metadata-6.7.0.tar.gz", hash = "sha256:1aaf550d4f73e5d6783e7acb77aec43d49da8017410afae93822cc9cca98c4d4"},
-]
-
-[package.dependencies]
-typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
-zipp = ">=0.5"
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
-
 [[package]]
 name = "markdown-it-py"
 version = "2.2.0"
@@ -407,7 +356,6 @@ files = [
 
 [package.dependencies]
 mdurl = ">=0.1,<1.0"
-typing_extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 
 [package.extras]
 benchmarking = ["psutil", "pytest", "pytest-benchmark"]
@@ -518,22 +466,22 @@ name = "opensearch-py"
 version = "2.5.0"
 description = "Python client for OpenSearch"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
+python-versions = ">=3.8, <4"
 files = []
 develop = true
 
 [package.dependencies]
-aiohttp = {version = ">=3,<4", optional = true, markers = "extra == \"async\""}
+aiohttp = {version = ">=3.9.2,<4", optional = true, markers = "extra == \"async\""}
 certifi = ">=2022.12.07"
 python-dateutil = "*"
 requests = ">=2.4.0,<3.0.0"
 six = "*"
-urllib3 = ">=1.26.18"
+urllib3 = ">=1.26.18,<2"
 
 [package.extras]
-async = ["aiohttp (>=3,<4)"]
-develop = ["black", "botocore", "coverage (<8.0.0)", "jinja2", "mock", "myst_parser", "pytest (>=3.0.0)", "pytest-cov", "pytest-mock (<4.0.0)", "pytz", "pyyaml", "requests (>=2.0.0,<3.0.0)", "sphinx", "sphinx_copybutton", "sphinx_rtd_theme"]
-docs = ["aiohttp (>=3,<4)", "myst_parser", "sphinx", "sphinx_copybutton", "sphinx_rtd_theme"]
+async = ["aiohttp (>=3.9.2,<4)"]
+develop = ["black (>=24.3.0)", "botocore", "coverage (<8.0.0)", "jinja2", "mock", "myst_parser", "pytest (>=3.0.0)", "pytest-cov", "pytest-mock (<4.0.0)", "pytz", "pyyaml", "requests (>=2.0.0,<3.0.0)", "sphinx", "sphinx_copybutton", "sphinx_rtd_theme"]
+docs = ["aiohttp (>=3.9.2,<4)", "myst_parser", "sphinx", "sphinx_copybutton", "sphinx_rtd_theme"]
 kerberos = ["requests_kerberos"]
 
 [package.source]
@@ -723,20 +671,19 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.0.7"
+version = "1.26.18"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
-    {file = "urllib3-2.0.7-py3-none-any.whl", hash = "sha256:fdb6d215c776278489906c2f8916e6e7d4f5a9b602ccbcfdf7f016fc8da0596e"},
-    {file = "urllib3-2.0.7.tar.gz", hash = "sha256:c97dfde1f7bd43a71c8d2a58e369e9b2bf692d1334ea9f9cae55add7d0dd0f84"},
+    {file = "urllib3-1.26.18-py2.py3-none-any.whl", hash = "sha256:34b97092d7e0a3a8cf7cd10e386f401b3737364026c45e622aa02903dffe0f07"},
+    {file = "urllib3-1.26.18.tar.gz", hash = "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
-secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
-socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
+brotli = ["brotli (==1.0.9)", "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 = "yarl"
@@ -824,24 +771,8 @@ files = [
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
-typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
-
-[[package]]
-name = "zipp"
-version = "3.15.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
-    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "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)"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.7"
-content-hash = "84953079e0bc825b495f10721d514529becb4fc8eef2b9772562f63b0bd75ef3"
+python-versions = "^3.8"
+content-hash = "3844cc1d89b25055357e88cada98b196f1ee5c067166a095dd539f50bbb2ced4"
diff --git a/benchmarks/pyproject.toml b/benchmarks/pyproject.toml
index 0c4019db..5ee16552 100644
--- a/benchmarks/pyproject.toml
+++ b/benchmarks/pyproject.toml
@@ -7,7 +7,7 @@ license = "Apache 2.0"
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = "^3.7"
+python = "^3.8"
 opensearch-py = { path = "..", develop=true, extras=["async"] }
 richbench = "*"
 
diff --git a/dev-requirements.txt b/dev-requirements.txt
index c41d953c..7c260032 100644
--- a/dev-requirements.txt
+++ b/dev-requirements.txt
@@ -8,6 +8,7 @@ sphinx_rtd_theme
 jinja2
 pytz
 deepmerge
+setuptools
 
 # No wheels for Python 3.10 yet!
 numpy; python_version<"3.10"
@@ -16,10 +17,10 @@ pandas; python_version<"3.10"
 pyyaml>=5.4
 
 isort
-black
+black>=24.3.0
 twine
 
 # Requirements for testing [async] extra
-aiohttp
+aiohttp>=3.9.2, <4
 pytest-asyncio<=0.23.5
 unasync
diff --git a/noxfile.py b/noxfile.py
index 5c932699..cdbc8a6d 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -41,7 +41,7 @@
 )
 
 
-@nox.session(python=["3.6", "3.7", "3.8", "3.9", "3.10", "3.11"])  # type: ignore
+@nox.session(python=["3.8", "3.9", "3.10", "3.11", "3.12"])  # type: ignore
 def test(session: Any) -> None:
     """
     runs all tests with a fresh python environment using "python setup.py test"
@@ -61,7 +61,7 @@ def test(session: Any) -> None:
     session.run("python", "setup.py", "test")
 
 
-@nox.session(python=["3.7"])  # type: ignore
+@nox.session(python=["3.8"])  # type: ignore
 def format(session: Any) -> None:
     """
     runs black and isort to format the files accordingly
@@ -77,7 +77,7 @@ def format(session: Any) -> None:
     session.notify("lint")
 
 
-@nox.session(python=["3.7"])  # type: ignore
+@nox.session(python=["3.8"])  # type: ignore
 def lint(session: Any) -> None:
     """
     runs isort, black, flake8, pylint, and mypy to check the files according to each utility's function
diff --git a/opensearchpy/_async/client/cluster.py b/opensearchpy/_async/client/cluster.py
index c47aef07..be068ecb 100644
--- a/opensearchpy/_async/client/cluster.py
+++ b/opensearchpy/_async/client/cluster.py
@@ -206,9 +206,11 @@ async def stats(
         """
         return await self.transport.perform_request(
             "GET",
-            "/_cluster/stats"
-            if node_id in SKIP_IN_PATH
-            else _make_path("_cluster", "stats", "nodes", node_id),
+            (
+                "/_cluster/stats"
+                if node_id in SKIP_IN_PATH
+                else _make_path("_cluster", "stats", "nodes", node_id)
+            ),
             params=params,
             headers=headers,
         )
diff --git a/opensearchpy/_async/compat.py b/opensearchpy/_async/compat.py
index 5dbbf4f5..319cf819 100644
--- a/opensearchpy/_async/compat.py
+++ b/opensearchpy/_async/compat.py
@@ -25,24 +25,8 @@
 #  under the License.
 
 
-import asyncio
+from asyncio import get_running_loop
 
 from ..compat import *  # noqa
 
-# Hack supporting Python 3.6 asyncio which didn't have 'get_running_loop()'.
-# Essentially we want to get away from having users pass in a loop to us.
-# Instead we should call 'get_running_loop()' whenever we need
-# the currently running loop.
-# See: https://aiopg.readthedocs.io/en/stable/run_loop.html#implementation
-try:
-    from asyncio import get_running_loop
-except ImportError:
-
-    def get_running_loop() -> asyncio.AbstractEventLoop:
-        loop = asyncio.get_event_loop()
-        if not loop.is_running():
-            raise RuntimeError("no running event loop")
-        return loop
-
-
 __all__ = ["get_running_loop"]
diff --git a/opensearchpy/_async/plugins/alerting.py b/opensearchpy/_async/plugins/alerting.py
index 20818f11..bf1d4eee 100644
--- a/opensearchpy/_async/plugins/alerting.py
+++ b/opensearchpy/_async/plugins/alerting.py
@@ -147,9 +147,11 @@ async def get_destination(
         """
         return await self.transport.perform_request(
             "GET",
-            _make_path("_plugins", "_alerting", "destinations", destination_id)
-            if destination_id
-            else _make_path("_plugins", "_alerting", "destinations"),
+            (
+                _make_path("_plugins", "_alerting", "destinations", destination_id)
+                if destination_id
+                else _make_path("_plugins", "_alerting", "destinations")
+            ),
             params=params,
             headers=headers,
         )
diff --git a/opensearchpy/_async/transport.py b/opensearchpy/_async/transport.py
index e8b17252..69db28d9 100644
--- a/opensearchpy/_async/transport.py
+++ b/opensearchpy/_async/transport.py
@@ -27,7 +27,6 @@
 
 import asyncio
 import logging
-import sys
 from itertools import chain
 from typing import Any, Collection, Mapping, Optional, Type, Union
 
@@ -251,13 +250,10 @@ def _sniff_request(conn: Any) -> Any:
         done: Any = ()
         try:
             while tasks:
-                # The 'loop' keyword is deprecated in 3.8+ so don't
-                # pass it to asyncio.wait() unless we're on <=3.7
-                wait_kwargs = {"loop": self.loop} if sys.version_info < (3, 8) else {}
 
                 # execute sniff requests in parallel, wait for first to return
                 done, tasks = await asyncio.wait(
-                    tasks, return_when=asyncio.FIRST_COMPLETED, **wait_kwargs
+                    tasks, return_when=asyncio.FIRST_COMPLETED
                 )
                 # go through all the finished tasks
                 for t in done:
diff --git a/opensearchpy/client/cluster.py b/opensearchpy/client/cluster.py
index 6af86a91..20539920 100644
--- a/opensearchpy/client/cluster.py
+++ b/opensearchpy/client/cluster.py
@@ -206,9 +206,11 @@ def stats(
         """
         return self.transport.perform_request(
             "GET",
-            "/_cluster/stats"
-            if node_id in SKIP_IN_PATH
-            else _make_path("_cluster", "stats", "nodes", node_id),
+            (
+                "/_cluster/stats"
+                if node_id in SKIP_IN_PATH
+                else _make_path("_cluster", "stats", "nodes", node_id)
+            ),
             params=params,
             headers=headers,
         )
diff --git a/opensearchpy/helpers/analysis.py b/opensearchpy/helpers/analysis.py
index 816a29b6..ff5d46b9 100644
--- a/opensearchpy/helpers/analysis.py
+++ b/opensearchpy/helpers/analysis.py
@@ -233,9 +233,13 @@ def get_definition(self) -> Any:
         if "filters" in d:
             d["filters"] = [
                 # comma delimited string given by user
-                fs if isinstance(fs, six.string_types) else
-                # list of strings or TokenFilter objects
-                ", ".join(f.to_dict() if hasattr(f, "to_dict") else f for f in fs)
+                (
+                    fs
+                    if isinstance(fs, six.string_types)
+                    else
+                    # list of strings or TokenFilter objects
+                    ", ".join(f.to_dict() if hasattr(f, "to_dict") else f for f in fs)
+                )
                 for fs in self.filters
             ]
         return d
diff --git a/opensearchpy/plugins/alerting.py b/opensearchpy/plugins/alerting.py
index 63977420..c812025a 100644
--- a/opensearchpy/plugins/alerting.py
+++ b/opensearchpy/plugins/alerting.py
@@ -124,9 +124,11 @@ def get_destination(
         """
         return self.transport.perform_request(
             "GET",
-            _make_path("_plugins", "_alerting", "destinations", destination_id)
-            if destination_id
-            else _make_path("_plugins", "_alerting", "destinations"),
+            (
+                _make_path("_plugins", "_alerting", "destinations", destination_id)
+                if destination_id
+                else _make_path("_plugins", "_alerting", "destinations")
+            ),
             params=params,
             headers=headers,
         )
diff --git a/samples/poetry.lock b/samples/poetry.lock
index 2d733513..7d4075d5 100644
--- a/samples/poetry.lock
+++ b/samples/poetry.lock
@@ -1,114 +1,100 @@
-# This file is automatically @generated by Poetry 1.7.0 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 = "aiohttp"
-version = "3.8.6"
+version = "3.9.3"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "aiohttp-3.8.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:41d55fc043954cddbbd82503d9cc3f4814a40bcef30b3569bc7b5e34130718c1"},
-    {file = "aiohttp-3.8.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1d84166673694841d8953f0a8d0c90e1087739d24632fe86b1a08819168b4566"},
-    {file = "aiohttp-3.8.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:253bf92b744b3170eb4c4ca2fa58f9c4b87aeb1df42f71d4e78815e6e8b73c9e"},
-    {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3fd194939b1f764d6bb05490987bfe104287bbf51b8d862261ccf66f48fb4096"},
-    {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6c5f938d199a6fdbdc10bbb9447496561c3a9a565b43be564648d81e1102ac22"},
-    {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2817b2f66ca82ee699acd90e05c95e79bbf1dc986abb62b61ec8aaf851e81c93"},
-    {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0fa375b3d34e71ccccf172cab401cd94a72de7a8cc01847a7b3386204093bb47"},
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 ]
 
 [package.dependencies]
 aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
-asynctest = {version = "0.13.0", markers = "python_version < \"3.8\""}
+async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<4.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
+speedups = ["Brotli", "aiodns", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
@@ -135,20 +121,6 @@ files = [
     {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = ">=3.6.5", markers = "python_version < \"3.8\""}
-
-[[package]]
-name = "asynctest"
-version = "0.13.0"
-description = "Enhance the standard unittest package with features for testing asyncio libraries"
-optional = false
-python-versions = ">=3.5"
-files = [
-    {file = "asynctest-0.13.0-py3-none-any.whl", hash = "sha256:5da6118a7e6d6b54d83a8f7197769d046922a44d2a99c21382f0a6e4fadae676"},
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-]
-
 [[package]]
 name = "attrs"
 version = "23.1.0"
@@ -160,9 +132,6 @@ files = [
     {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
 ]
 
-[package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
 dev = ["attrs[docs,tests]", "pre-commit"]
@@ -415,26 +384,6 @@ files = [
     {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
 ]
 
-[[package]]
-name = "importlib-metadata"
-version = "6.7.0"
-description = "Read metadata from Python packages"
-optional = false
-python-versions = ">=3.7"
-files = [
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-]
-
-[package.dependencies]
-typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
-zipp = ">=0.5"
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
-
 [[package]]
 name = "jmespath"
 version = "1.0.1"
@@ -531,25 +480,25 @@ files = [
 
 [[package]]
 name = "opensearch-py"
-version = "0.0.0"
+version = "2.5.0"
 description = "Python client for OpenSearch"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
+python-versions = ">=3.8, <4"
 files = []
 develop = true
 
 [package.dependencies]
-aiohttp = {version = ">=3,<4", optional = true, markers = "extra == \"async\""}
+aiohttp = {version = ">=3.9.2,<4", optional = true, markers = "extra == \"async\""}
 certifi = ">=2022.12.07"
 python-dateutil = "*"
 requests = ">=2.4.0,<3.0.0"
 six = "*"
-urllib3 = ">=1.26.17"
+urllib3 = ">=1.26.18,<2"
 
 [package.extras]
-async = ["aiohttp (>=3,<4)"]
-develop = ["black", "botocore", "coverage (<7.0.0)", "jinja2", "mock", "myst_parser", "pytest (>=3.0.0)", "pytest-cov", "pytest-mock (<4.0.0)", "pytz", "pyyaml", "requests (>=2.0.0,<3.0.0)", "sphinx", "sphinx_copybutton", "sphinx_rtd_theme"]
-docs = ["myst_parser", "sphinx", "sphinx_copybutton", "sphinx_rtd_theme"]
+async = ["aiohttp (>=3.9.2,<4)"]
+develop = ["black (>=24.3.0)", "botocore", "coverage (<8.0.0)", "jinja2", "mock", "myst_parser", "pytest (>=3.0.0)", "pytest-cov", "pytest-mock (<4.0.0)", "pytz", "pyyaml", "requests (>=2.0.0,<3.0.0)", "sphinx", "sphinx_copybutton", "sphinx_rtd_theme"]
+docs = ["aiohttp (>=3.9.2,<4)", "myst_parser", "sphinx", "sphinx_copybutton", "sphinx_rtd_theme"]
 kerberos = ["requests_kerberos"]
 
 [package.source]
@@ -619,17 +568,6 @@ files = [
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
-[[package]]
-name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
-    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
-]
-
 [[package]]
 name = "urllib3"
 version = "1.26.18"
@@ -646,23 +584,6 @@ brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotl
 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 = "urllib3"
-version = "2.0.7"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "urllib3-2.0.7-py3-none-any.whl", hash = "sha256:fdb6d215c776278489906c2f8916e6e7d4f5a9b602ccbcfdf7f016fc8da0596e"},
-    {file = "urllib3-2.0.7.tar.gz", hash = "sha256:c97dfde1f7bd43a71c8d2a58e369e9b2bf692d1334ea9f9cae55add7d0dd0f84"},
-]
-
-[package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
-secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
-socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
-
 [[package]]
 name = "yarl"
 version = "1.9.2"
@@ -749,24 +670,8 @@ files = [
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
-typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
-
-[[package]]
-name = "zipp"
-version = "3.15.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
-    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "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)"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.7"
-content-hash = "b5b82026a5a053bd7c1cf6f8db578509faded763d01d1ed5aee201ba62c17a0a"
+python-versions = "^3.8"
+content-hash = "5d7c2c4ee621085bb95c08c02f7673612fadc85ee1509da37c22c23afff142b0"
diff --git a/samples/pyproject.toml b/samples/pyproject.toml
index 8a89367f..7022ec74 100644
--- a/samples/pyproject.toml
+++ b/samples/pyproject.toml
@@ -7,7 +7,7 @@ license = "Apache 2.0"
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = "^3.7"
+python = "^3.8"
 opensearch-py = { path = "../", extras=["async"], develop = true }
 boto3 = "^1.28"
 
diff --git a/setup.py b/setup.py
index 057fda18..ab85bc05 100644
--- a/setup.py
+++ b/setup.py
@@ -72,10 +72,10 @@
     "pytest-mock<4.0.0",
 ]
 
-async_require = ["aiohttp>=3,<4"]
+async_require = ["aiohttp>=3.9.2,<4"]
 
 docs_require = ["sphinx", "sphinx_rtd_theme", "myst_parser", "sphinx_copybutton"]
-generate_require = ["black", "jinja2"]
+generate_require = ["black>=24.3.0", "jinja2"]
 
 setup(
     name=PACKAGE_NAME,
@@ -104,14 +104,15 @@
         "Intended Audience :: Developers",
         "Operating System :: OS Independent",
         "Programming Language :: Python",
-        "Programming Language :: Python :: 3.6",
-        "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
+        "Programming Language :: Python :: 3.12",
         "Programming Language :: Python :: Implementation :: CPython",
         "Programming Language :: Python :: Implementation :: PyPy",
     ],
-    python_requires=">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4",
+    python_requires=">=3.8, <4",
     install_requires=install_requires,
     test_suite="test_opensearchpy.run_tests.run_all",
     tests_require=tests_require,
diff --git a/test_opensearchpy/test_async/test_server/__init__.py b/test_opensearchpy/test_async/test_server/__init__.py
index 6a84337c..ef07ae08 100644
--- a/test_opensearchpy/test_async/test_server/__init__.py
+++ b/test_opensearchpy/test_async/test_server/__init__.py
@@ -25,7 +25,7 @@
 #  under the License.
 
 
-from unittest import IsolatedAsyncioTestCase  # type: ignore
+from unittest import IsolatedAsyncioTestCase
 
 from opensearchpy._async.helpers.test import get_test_client
 from opensearchpy.connection.async_connections import add_connection
@@ -33,7 +33,7 @@
 from ...utils import wipe_cluster
 
 
-class AsyncOpenSearchTestCase(IsolatedAsyncioTestCase):  # type: ignore
+class AsyncOpenSearchTestCase(IsolatedAsyncioTestCase):
     async def asyncSetUp(
         self,
     ) -> None:
diff --git a/test_opensearchpy/test_async/test_server_secured/test_security_plugin.py b/test_opensearchpy/test_async/test_server_secured/test_security_plugin.py
index acf3d849..bb8c9957 100644
--- a/test_opensearchpy/test_async/test_server_secured/test_security_plugin.py
+++ b/test_opensearchpy/test_async/test_server_secured/test_security_plugin.py
@@ -10,7 +10,7 @@
 
 from __future__ import unicode_literals
 
-from unittest import IsolatedAsyncioTestCase  # type: ignore
+from unittest import IsolatedAsyncioTestCase
 
 import pytest
 from _pytest.mark.structures import MarkDecorator
@@ -22,7 +22,7 @@
 pytestmark: MarkDecorator = pytest.mark.asyncio
 
 
-class TestSecurityPlugin(IsolatedAsyncioTestCase):  # type: ignore
+class TestSecurityPlugin(IsolatedAsyncioTestCase):
     ROLE_NAME = "test-role"
     ROLE_CONTENT = {
         "cluster_permissions": ["cluster_monitor"],
diff --git a/utils/build_dists.py b/utils/build_dists.py
index bb9d537e..e1cd6ed1 100644
--- a/utils/build_dists.py
+++ b/utils/build_dists.py
@@ -44,7 +44,7 @@
 
 
 @contextlib.contextmanager  # type: ignore
-def set_tmp_dir() -> None:
+def set_tmp_dir() -> None:  # type: ignore
     """
     makes and yields a temporary directory for any working files needed for a process during a build
     """