diff --git a/.github/workflows/test-integrations-ai.yml b/.github/workflows/test-integrations-ai.yml
index 4a8d9a047d..5559a72f34 100644
--- a/.github/workflows/test-integrations-ai.yml
+++ b/.github/workflows/test-integrations-ai.yml
@@ -69,6 +69,10 @@ jobs:
         run: |
           set -x # print commands that are executed
           ./scripts/runtox.sh "py${{ matrix.python-version }}-huggingface_hub"
+      - name: Test litellm
+        run: |
+          set -x # print commands that are executed
+          ./scripts/runtox.sh "py${{ matrix.python-version }}-litellm"
       - name: Test openai-base
         run: |
           set -x # print commands that are executed
diff --git a/scripts/populate_tox/config.py b/scripts/populate_tox/config.py
index 2fdb04ba8e..3b29e8c84b 100644
--- a/scripts/populate_tox/config.py
+++ b/scripts/populate_tox/config.py
@@ -230,6 +230,9 @@
         "package": "launchdarkly-server-sdk",
         "num_versions": 2,
     },
+    "litellm": {
+        "package": "litellm",
+    },
     "litestar": {
         "package": "litestar",
         "deps": {
diff --git a/scripts/populate_tox/package_dependencies.jsonl b/scripts/populate_tox/package_dependencies.jsonl
index aad403ba6e..c63aabe4e6 100644
--- a/scripts/populate_tox/package_dependencies.jsonl
+++ b/scripts/populate_tox/package_dependencies.jsonl
@@ -1,11 +1,12 @@
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diff --git a/scripts/populate_tox/releases.jsonl b/scripts/populate_tox/releases.jsonl
index 6015492fda..b0e6ce46fc 100644
--- a/scripts/populate_tox/releases.jsonl
+++ b/scripts/populate_tox/releases.jsonl
@@ -38,6 +38,7 @@
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@@ -47,7 +48,7 @@
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 {"info": {"classifiers": ["Development Status :: 4 - Beta", "Environment :: Web Environment", "Framework :: AsyncIO", "Framework :: FastAPI", "Framework :: Pydantic", "Framework :: Pydantic :: 1", "Framework :: Pydantic :: 2", "Intended Audience :: Developers", "Intended Audience :: Information Technology", "Intended Audience :: System Administrators", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Topic :: Internet", "Topic :: Internet :: WWW/HTTP", "Topic :: Internet :: WWW/HTTP :: HTTP Servers", "Topic :: Software Development", "Topic :: Software Development :: Libraries", "Topic :: Software Development :: Libraries :: Application Frameworks", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "fastapi", "requires_python": ">=3.8", "version": "0.117.1", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "fastapi-0.117.1-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "fastapi-0.117.1.tar.gz"}]}
-{"info": {"classifiers": ["Development Status :: 4 - Beta", "Environment :: Web Environment", "Framework :: AsyncIO", "Framework :: FastAPI", "Framework :: Pydantic", "Framework :: Pydantic :: 2", "Intended Audience :: Developers", "Intended Audience :: Information Technology", "Intended Audience :: System Administrators", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.14", "Topic :: Internet", "Topic :: Internet :: WWW/HTTP", "Topic :: Internet :: WWW/HTTP :: HTTP Servers", "Topic :: Software Development", "Topic :: Software Development :: Libraries", "Topic :: Software Development :: Libraries :: Application Frameworks", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "fastapi", "requires_python": ">=3.10", "version": "0.135.1", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "fastapi-0.135.1-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "fastapi-0.135.1.tar.gz"}]}
+{"info": {"classifiers": ["Development Status :: 4 - Beta", "Environment :: Web Environment", "Framework :: AsyncIO", "Framework :: FastAPI", "Framework :: Pydantic", "Framework :: Pydantic :: 2", "Intended Audience :: Developers", "Intended Audience :: Information Technology", "Intended Audience :: System Administrators", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.14", "Topic :: Internet", "Topic :: Internet :: WWW/HTTP", "Topic :: Internet :: WWW/HTTP :: HTTP Servers", "Topic :: Software Development", "Topic :: Software Development :: Libraries", "Topic :: Software Development :: Libraries :: Application Frameworks", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "fastapi", "requires_python": ">=3.10", "version": "0.135.2", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "fastapi-0.135.2-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "fastapi-0.135.2.tar.gz"}]}
 {"info": {"classifiers": ["Development Status :: 4 - Beta", "Environment :: Web Environment", "Framework :: AsyncIO", "Framework :: FastAPI", "Intended Audience :: Developers", "Intended Audience :: Information Technology", "Intended Audience :: System Administrators", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Topic :: Internet", "Topic :: Internet :: WWW/HTTP", "Topic :: Internet :: WWW/HTTP :: HTTP Servers", "Topic :: Software Development", "Topic :: Software Development :: Libraries", "Topic :: Software Development :: Libraries :: Application Frameworks", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "fastapi", "requires_python": ">=3.6.1", "version": "0.79.1", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "fastapi-0.79.1-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "fastapi-0.79.1.tar.gz"}]}
 {"info": {"classifiers": ["Development Status :: 4 - Beta", "Environment :: Web Environment", "Framework :: AsyncIO", "Framework :: FastAPI", "Framework :: Pydantic", "Framework :: Pydantic :: 1", "Intended Audience :: Developers", "Intended Audience :: Information Technology", "Intended Audience :: System Administrators", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Topic :: Internet", "Topic :: Internet :: WWW/HTTP", "Topic :: Internet :: WWW/HTTP :: HTTP Servers", "Topic :: Software Development", "Topic :: Software Development :: Libraries", "Topic :: Software Development :: Libraries :: Application Frameworks", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "fastapi", "requires_python": ">=3.7", "version": "0.98.0", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "fastapi-0.98.0-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "fastapi-0.98.0.tar.gz"}]}
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: POSIX :: Linux", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.14", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: Implementation :: CPython", "Programming Language :: Python :: Implementation :: PyPy", "Topic :: Scientific/Engineering :: Information Analysis", "Topic :: Software Development :: Libraries", "Topic :: Software Development :: Libraries :: Python Modules"], "name": "fastavro", "requires_python": ">=3.9", "version": "1.12.1", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp310-cp310-macosx_10_9_universal2.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp310-cp310-musllinux_1_2_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp310-cp310-musllinux_1_2_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp310-cp310-win_amd64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp311-cp311-macosx_10_9_universal2.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": 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{"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp312-cp312-win_amd64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp313-cp313-macosx_10_13_universal2.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp313-cp313-musllinux_1_2_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp313-cp313-musllinux_1_2_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp313-cp313t-macosx_10_13_universal2.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp313-cp313t-musllinux_1_2_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp313-cp313t-musllinux_1_2_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp313-cp313-win_amd64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp314-cp314-macosx_10_15_universal2.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp314-cp314-musllinux_1_2_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp314-cp314-musllinux_1_2_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp314-cp314t-musllinux_1_2_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp314-cp314t-musllinux_1_2_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp314-cp314-win_amd64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp39-cp39-macosx_10_9_universal2.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp39-cp39-musllinux_1_2_aarch64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp39-cp39-musllinux_1_2_x86_64.whl"}, {"packagetype": "bdist_wheel", "filename": "fastavro-1.12.1-cp39-cp39-win_amd64.whl"}, {"packagetype": "sdist", "filename": "fastavro-1.12.1.tar.gz"}]}
@@ -183,7 +184,7 @@
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Environment :: Console", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: Implementation :: CPython", "Programming Language :: Python :: Implementation :: PyPy"], "name": "redis", "requires_python": ">=3.7", "version": "4.6.0", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "redis-4.6.0-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "redis-4.6.0.tar.gz"}]}
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Environment :: Console", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: Implementation :: CPython", "Programming Language :: Python :: Implementation :: PyPy"], "name": "redis", "requires_python": ">=3.8", "version": "5.3.1", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "redis-5.3.1-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "redis-5.3.1.tar.gz"}]}
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Environment :: Console", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: Implementation :: CPython", "Programming Language :: Python :: Implementation :: PyPy"], "name": "redis", "requires_python": ">=3.9", "version": "6.4.0", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "redis-6.4.0-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "redis-6.4.0.tar.gz"}]}
-{"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Environment :: Console", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.14", "Programming Language :: Python :: Implementation :: CPython", "Programming Language :: Python :: Implementation :: PyPy"], "name": "redis", "requires_python": ">=3.10", "version": "7.3.0", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "redis-7.3.0-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "redis-7.3.0.tar.gz"}]}
+{"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Environment :: Console", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3 :: Only", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", "Programming Language :: Python :: 3.14", "Programming Language :: Python :: Implementation :: CPython", "Programming Language :: Python :: Implementation :: PyPy"], "name": "redis", "requires_python": ">=3.10", "version": "7.4.0", "yanked": false}, "urls": [{"packagetype": "bdist_wheel", "filename": "redis-7.4.0-py3-none-any.whl"}, {"packagetype": "sdist", "filename": "redis-7.4.0.tar.gz"}]}
 {"info": {"classifiers": ["Development Status :: 3 - Alpha", "Environment :: Web Environment", "Operating System :: POSIX", "Programming Language :: Python", "Programming Language :: Python :: 2", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.2", "Programming Language :: Python :: 3.3", "Programming Language :: Python :: 3.4"], "name": "redis-py-cluster", "requires_python": null, "version": "0.1.0", "yanked": false}, "urls": [{"packagetype": "sdist", "filename": "redis-py-cluster-0.1.0.tar.gz"}]}
 {"info": {"classifiers": [], "name": "redis-py-cluster", "requires_python": null, "version": "1.1.0", "yanked": false}, "urls": [{"packagetype": "sdist", "filename": "redis-py-cluster-1.1.0.tar.gz"}]}
 {"info": {"classifiers": [], "name": "redis-py-cluster", "requires_python": null, "version": "1.2.0", "yanked": false}, "urls": [{"packagetype": "sdist", "filename": "redis-py-cluster-1.2.0.tar.gz"}]}
diff --git a/scripts/split_tox_gh_actions/split_tox_gh_actions.py b/scripts/split_tox_gh_actions/split_tox_gh_actions.py
index 962c095351..e8f2b5dfe2 100755
--- a/scripts/split_tox_gh_actions/split_tox_gh_actions.py
+++ b/scripts/split_tox_gh_actions/split_tox_gh_actions.py
@@ -87,6 +87,7 @@
         "cohere",
         "google_genai",
         "huggingface_hub",
+        "litellm",
         "openai-base",
         "openai-notiktoken",
     ],
diff --git a/tox.ini b/tox.ini
index 030dfcba3f..2e9aab2402 100644
--- a/tox.ini
+++ b/tox.ini
@@ -124,6 +124,12 @@ envlist =
     {py3.9,py3.13,py3.14,py3.14t}-huggingface_hub-v1.7.2
     {py3.9,py3.13,py3.14,py3.14t}-huggingface_hub-latest
 
+    {py3.9,py3.12,py3.13}-litellm-v1.77.7
+    {py3.9,py3.12,py3.13}-litellm-v1.79.3
+    {py3.9,py3.12,py3.13}-litellm-v1.81.16
+    {py3.9,py3.12,py3.13}-litellm-v1.82.6
+    {py3.9,py3.12,py3.13}-litellm-latest
+
     {py3.8,py3.11,py3.12}-openai-base-v1.0.1
     {py3.8,py3.12,py3.13}-openai-base-v1.109.1
     {py3.9,py3.13,py3.14,py3.14t}-openai-base-v2.29.0
@@ -533,6 +539,12 @@ deps =
     huggingface_hub: responses
     huggingface_hub: pytest-httpx
 
+    litellm-v1.77.7: litellm==1.77.7
+    litellm-v1.79.3: litellm==1.79.3
+    litellm-v1.81.16: litellm==1.81.16
+    litellm-v1.82.6: litellm==1.82.6
+    litellm-latest: litellm==1.82.6
+
     openai-base-v1.0.1: openai==1.0.1
     openai-base-v1.109.1: openai==1.109.1
     openai-base-v2.29.0: openai==2.29.0
@@ -975,6 +987,7 @@ setenv =
     langchain-notiktoken: _TESTPATH=tests/integrations/langchain
     langgraph: _TESTPATH=tests/integrations/langgraph
     launchdarkly: _TESTPATH=tests/integrations/launchdarkly
+    litellm: _TESTPATH=tests/integrations/litellm
     litestar: _TESTPATH=tests/integrations/litestar
     loguru: _TESTPATH=tests/integrations/loguru
     mcp: _TESTPATH=tests/integrations/mcp