diff --git a/.github/workflows/test-integrations-ai.yml b/.github/workflows/test-integrations-ai.yml
index 65cc636cd9..1b9a341f17 100644
--- a/.github/workflows/test-integrations-ai.yml
+++ b/.github/workflows/test-integrations-ai.yml
@@ -58,6 +58,14 @@ jobs:
         run: |
           set -x # print commands that are executed
           ./scripts/runtox.sh "py${{ matrix.python-version }}-cohere"
+      - name: Test google_genai
+        run: |
+          set -x # print commands that are executed
+          ./scripts/runtox.sh "py${{ matrix.python-version }}-google_genai"
+      - name: Test huggingface_hub
+        run: |
+          set -x # print commands that are executed
+          ./scripts/runtox.sh "py${{ matrix.python-version }}-huggingface_hub"
       - name: Test langchain-base
         run: |
           set -x # print commands that are executed
@@ -66,6 +74,10 @@ jobs:
         run: |
           set -x # print commands that are executed
           ./scripts/runtox.sh "py${{ matrix.python-version }}-langchain-notiktoken"
+      - name: Test langgraph
+        run: |
+          set -x # print commands that are executed
+          ./scripts/runtox.sh "py${{ matrix.python-version }}-langgraph"
       - name: Test litellm
         run: |
           set -x # print commands that are executed
@@ -78,22 +90,10 @@ jobs:
         run: |
           set -x # print commands that are executed
           ./scripts/runtox.sh "py${{ matrix.python-version }}-openai-notiktoken"
-      - name: Test langgraph
-        run: |
-          set -x # print commands that are executed
-          ./scripts/runtox.sh "py${{ matrix.python-version }}-langgraph"
-      - name: Test google_genai
-        run: |
-          set -x # print commands that are executed
-          ./scripts/runtox.sh "py${{ matrix.python-version }}-google_genai"
       - name: Test openai_agents
         run: |
           set -x # print commands that are executed
           ./scripts/runtox.sh "py${{ matrix.python-version }}-openai_agents"
-      - name: Test huggingface_hub
-        run: |
-          set -x # print commands that are executed
-          ./scripts/runtox.sh "py${{ matrix.python-version }}-huggingface_hub"
       - name: Generate coverage XML (Python 3.6)
         if: ${{ !cancelled() && matrix.python-version == '3.6' }}
         run: |
diff --git a/scripts/populate_tox/config.py b/scripts/populate_tox/config.py
index 85988ac3cf..1f23b3fb08 100644
--- a/scripts/populate_tox/config.py
+++ b/scripts/populate_tox/config.py
@@ -240,7 +240,10 @@
             "*": ["pytest-asyncio", "tiktoken"],
             "<1.55": ["httpx<0.28"],
         },
-        "python": ">=3.8",
+        "python": {
+            ">0.0,<2.3": ">=3.8",
+            ">=2.3": ">=3.9",
+        },
     },
     "openai-notiktoken": {
         "package": "openai",
@@ -249,7 +252,10 @@
             "*": ["pytest-asyncio"],
             "<1.55": ["httpx<0.28"],
         },
-        "python": ">=3.8",
+        "python": {
+            ">0.0,<2.3": ">=3.8",
+            ">=2.3": ">=3.9",
+        },
     },
     "openai_agents": {
         "package": "openai-agents",
diff --git a/scripts/populate_tox/releases.jsonl b/scripts/populate_tox/releases.jsonl
index 5ee83b65bc..ac5fe1de14 100644
--- a/scripts/populate_tox/releases.jsonl
+++ b/scripts/populate_tox/releases.jsonl
@@ -46,7 +46,7 @@
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Natural Language :: English", "Programming Language :: Python", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.4", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7"], "name": "boto3", "requires_python": "", "version": "1.12.49", "yanked": false}}
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Natural Language :: English", "Programming Language :: Python", "Programming Language :: Python :: 3", "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"], "name": "boto3", "requires_python": ">= 3.6", "version": "1.20.54", "yanked": false}}
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Natural Language :: English", "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 :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9"], "name": "boto3", "requires_python": ">= 3.7", "version": "1.28.85", "yanked": false}}
-{"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Natural Language :: English", "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 :: 3.9"], "name": "boto3", "requires_python": ">=3.9", "version": "1.40.48", "yanked": false}}
+{"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Natural Language :: English", "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 :: 3.9"], "name": "boto3", "requires_python": ">=3.9", "version": "1.40.49", "yanked": false}}
 {"info": {"classifiers": ["Development Status :: 4 - Beta", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Programming Language :: Python :: 2.5", "Programming Language :: Python :: 2.6", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.2", "Programming Language :: Python :: 3.3", "Programming Language :: Python :: 3.4", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Topic :: Internet :: WWW/HTTP :: Dynamic Content :: CGI Tools/Libraries", "Topic :: Internet :: WWW/HTTP :: HTTP Servers", "Topic :: Internet :: WWW/HTTP :: WSGI", "Topic :: Internet :: WWW/HTTP :: WSGI :: Application", "Topic :: Internet :: WWW/HTTP :: WSGI :: Middleware", "Topic :: Internet :: WWW/HTTP :: WSGI :: Server", "Topic :: Software Development :: Libraries :: Application Frameworks"], "name": "bottle", "requires_python": "", "version": "0.12.25", "yanked": false}}
 {"info": {"classifiers": ["Development Status :: 4 - Beta", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 2.7", "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 :: 3.8", "Programming Language :: Python :: 3.9", "Topic :: Internet :: WWW/HTTP :: Dynamic Content :: CGI Tools/Libraries", "Topic :: Internet :: WWW/HTTP :: HTTP Servers", "Topic :: Internet :: WWW/HTTP :: WSGI", "Topic :: Internet :: WWW/HTTP :: WSGI :: Application", "Topic :: Internet :: WWW/HTTP :: WSGI :: Middleware", "Topic :: Internet :: WWW/HTTP :: WSGI :: Server", "Topic :: Software Development :: Libraries :: Application Frameworks"], "name": "bottle", "requires_python": null, "version": "0.13.4", "yanked": false}}
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "License :: OSI Approved :: BSD License", "Operating System :: OS Independent", "Programming Language :: Python", "Programming Language :: Python :: 2", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: Implementation :: CPython", "Programming Language :: Python :: Implementation :: PyPy", "Topic :: Software Development :: Object Brokering", "Topic :: System :: Distributed Computing"], "name": "celery", "requires_python": ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*", "version": "4.4.7", "yanked": false}}
@@ -66,7 +66,7 @@
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Environment :: Web Environment", "Intended Audience :: Developers", "Intended Audience :: System Administrators", "License :: OSI Approved :: Apache Software License", "Natural Language :: English", "Operating System :: MacOS :: MacOS X", "Operating System :: Microsoft :: Windows", "Operating System :: POSIX", "Programming Language :: Cython", "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 :: 3.5", "Programming Language :: Python :: 3.6", "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", "Topic :: Internet :: WWW/HTTP :: WSGI", "Topic :: Software Development :: Libraries :: Application Frameworks"], "name": "falcon", "requires_python": ">=3.5", "version": "3.1.3", "yanked": false}}
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Environment :: Web Environment", "Intended Audience :: Developers", "Intended Audience :: System Administrators", "License :: OSI Approved :: Apache Software License", "Natural Language :: English", "Operating System :: MacOS :: MacOS X", "Operating System :: Microsoft :: Windows", "Operating System :: POSIX", "Programming Language :: Cython", "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 :: 3.8", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: Implementation :: CPython", "Programming Language :: Python :: Implementation :: PyPy", "Topic :: Internet :: WWW/HTTP :: WSGI", "Topic :: Software Development :: Libraries :: Application Frameworks", "Typing :: Typed"], "name": "falcon", "requires_python": ">=3.8", "version": "4.1.0", "yanked": false}}
 {"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 :: 3.8", "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": "0.105.0", "yanked": false}}
-{"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": "0.118.2", "yanked": false}}
+{"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 :: 3.14", "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": "0.118.3", "yanked": false}}
 {"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}}
 {"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 :: 3.11", "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": "0.92.0", "yanked": false}}
 {"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Operating System :: OS Independent", "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 :: 3.9", "Topic :: Internet", "Topic :: Software Development :: Libraries :: Python Modules"], "name": "google-genai", "requires_python": ">=3.9", "version": "1.29.0", "yanked": false}}
@@ -99,11 +99,11 @@
 {"info": {"classifiers": ["Intended Audience :: Developers", "Intended Audience :: Education", "Intended Audience :: Science/Research", "License :: OSI Approved :: Apache Software License", "Operating System :: OS Independent", "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 :: Scientific/Engineering :: Artificial Intelligence"], "name": "huggingface-hub", "requires_python": ">=3.8.0", "version": "0.28.1", "yanked": false}}
 {"info": {"classifiers": ["Intended Audience :: Developers", "Intended Audience :: Education", "Intended Audience :: Science/Research", "License :: OSI Approved :: Apache Software License", "Operating System :: OS Independent", "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 :: Scientific/Engineering :: Artificial Intelligence"], "name": "huggingface-hub", "requires_python": ">=3.8.0", "version": "0.32.6", "yanked": false}}
 {"info": {"classifiers": ["Intended Audience :: Developers", "Intended Audience :: Education", "Intended Audience :: Science/Research", "License :: OSI Approved :: Apache Software License", "Operating System :: OS Independent", "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 :: Scientific/Engineering :: Artificial Intelligence"], "name": "huggingface-hub", "requires_python": ">=3.8.0", "version": "0.35.3", "yanked": false}}
-{"info": {"classifiers": ["Intended Audience :: Developers", "Intended Audience :: Education", "Intended Audience :: Science/Research", "License :: OSI Approved :: Apache Software License", "Operating System :: OS Independent", "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", "Topic :: Scientific/Engineering :: Artificial Intelligence"], "name": "huggingface-hub", "requires_python": ">=3.9.0", "version": "1.0.0rc4", "yanked": false}}
+{"info": {"classifiers": ["Intended Audience :: Developers", "Intended Audience :: Education", "Intended Audience :: Science/Research", "License :: OSI Approved :: Apache Software License", "Operating System :: OS Independent", "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", "Topic :: Scientific/Engineering :: Artificial Intelligence"], "name": "huggingface-hub", "requires_python": ">=3.9.0", "version": "1.0.0rc5", "yanked": false}}
 {"info": {"classifiers": ["License :: OSI Approved :: MIT License", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.9"], "name": "langchain", "requires_python": "<4.0,>=3.8.1", "version": "0.1.20", "yanked": false}}
 {"info": {"classifiers": ["License :: OSI Approved :: MIT License", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.9"], "name": "langchain", "requires_python": "<4.0,>=3.8.1", "version": "0.2.17", "yanked": false}}
 {"info": {"classifiers": [], "name": "langchain", "requires_python": "<4.0,>=3.9", "version": "0.3.27", "yanked": false}}
-{"info": {"classifiers": [], "name": "langgraph", "requires_python": ">=3.9", "version": "0.6.8", "yanked": false}}
+{"info": {"classifiers": [], "name": "langgraph", "requires_python": ">=3.9", "version": "0.6.10", "yanked": false}}
 {"info": {"classifiers": [], "name": "langgraph", "requires_python": ">=3.10", "version": "1.0.0a4", "yanked": false}}
 {"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Operating System :: OS Independent", "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", "Topic :: Software Development", "Topic :: Software Development :: Libraries"], "name": "launchdarkly-server-sdk", "requires_python": ">=3.9", "version": "9.12.1", "yanked": false}}
 {"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Operating System :: OS Independent", "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 :: 3.8", "Programming Language :: Python :: 3.9", "Topic :: Software Development", "Topic :: Software Development :: Libraries"], "name": "launchdarkly-server-sdk", "requires_python": ">=3.8", "version": "9.8.1", "yanked": false}}
@@ -114,8 +114,13 @@
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Environment :: Web Environment", "Intended Audience :: Developers", "Intended Audience :: Information Technology", "Intended Audience :: System Administrators", "License :: OSI Approved :: MIT License", "Natural Language :: English", "Operating System :: OS Independent", "Programming Language :: Python", "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", "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": "litestar", "requires_python": "<4.0,>=3.8", "version": "2.6.4", "yanked": false}}
 {"info": {"classifiers": ["Development Status :: 5 - Production/Stable", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Natural Language :: English", "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 :: 3.5", "Programming Language :: Python :: 3.6", "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", "Topic :: System :: Logging"], "name": "loguru", "requires_python": "<4.0,>=3.5", "version": "0.7.3", "yanked": false}}
 {"info": {"classifiers": ["Intended Audience :: Developers", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: OS Independent", "Operating System :: POSIX", "Operating System :: POSIX :: Linux", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.7", "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "openai", "requires_python": ">=3.7.1", "version": "1.0.1", "yanked": false}}
+{"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: OS Independent", "Operating System :: POSIX", "Operating System :: POSIX :: Linux", "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 :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "openai", "requires_python": ">=3.8", "version": "1.100.2", "yanked": false}}
+{"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: OS Independent", "Operating System :: POSIX", "Operating System :: POSIX :: Linux", "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 :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "openai", "requires_python": ">=3.8", "version": "1.107.3", "yanked": false}}
 {"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: OS Independent", "Operating System :: POSIX", "Operating System :: POSIX :: Linux", "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 :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "openai", "requires_python": ">=3.8", "version": "1.109.1", "yanked": false}}
-{"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: OS Independent", "Operating System :: POSIX", "Operating System :: POSIX :: Linux", "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 :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "openai", "requires_python": ">=3.8", "version": "2.2.0", "yanked": false}}
+{"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: OS Independent", "Operating System :: POSIX", "Operating System :: POSIX :: Linux", "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", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "openai", "requires_python": ">=3.8", "version": "1.57.4", "yanked": false}}
+{"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: OS Independent", "Operating System :: POSIX", "Operating System :: POSIX :: Linux", "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", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "openai", "requires_python": ">=3.8", "version": "1.86.0", "yanked": false}}
+{"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: OS Independent", "Operating System :: POSIX", "Operating System :: POSIX :: Linux", "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 :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "openai", "requires_python": ">=3.8", "version": "2.1.0", "yanked": false}}
+{"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: OS Independent", "Operating System :: POSIX", "Operating System :: POSIX :: Linux", "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 :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "openai", "requires_python": ">=3.8", "version": "2.3.0", "yanked": false}}
 {"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.10", "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.9", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "openai-agents", "requires_python": ">=3.9", "version": "0.0.19", "yanked": false}}
 {"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "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 :: 3.9", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "openai-agents", "requires_python": ">=3.9", "version": "0.1.0", "yanked": false}}
 {"info": {"classifiers": ["Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "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 :: 3.9", "Topic :: Software Development :: Libraries :: Python Modules", "Typing :: Typed"], "name": "openai-agents", "requires_python": ">=3.9", "version": "0.2.11", "yanked": false}}
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 abfa1b63cc..9dea95842b 100755
--- a/scripts/split_tox_gh_actions/split_tox_gh_actions.py
+++ b/scripts/split_tox_gh_actions/split_tox_gh_actions.py
@@ -72,15 +72,15 @@
     "AI": [
         "anthropic",
         "cohere",
+        "google_genai",
+        "huggingface_hub",
         "langchain-base",
         "langchain-notiktoken",
+        "langgraph",
         "litellm",
         "openai-base",
         "openai-notiktoken",
-        "langgraph",
-        "google_genai",
         "openai_agents",
-        "huggingface_hub",
     ],
     "Cloud": [
         "aws_lambda",
diff --git a/tox.ini b/tox.ini
index 2490c6ffb5..5fb05f01bc 100644
--- a/tox.ini
+++ b/tox.ini
@@ -57,6 +57,17 @@ envlist =
     {py3.9,py3.11,py3.12}-cohere-v5.13.12
     {py3.9,py3.11,py3.12}-cohere-v5.18.0
 
+    {py3.9,py3.12,py3.13}-google_genai-v1.29.0
+    {py3.9,py3.12,py3.13}-google_genai-v1.33.0
+    {py3.9,py3.12,py3.13}-google_genai-v1.37.0
+    {py3.9,py3.12,py3.13}-google_genai-v1.42.0
+
+    {py3.8,py3.10,py3.11}-huggingface_hub-v0.24.7
+    {py3.8,py3.12,py3.13}-huggingface_hub-v0.28.1
+    {py3.8,py3.12,py3.13}-huggingface_hub-v0.32.6
+    {py3.8,py3.12,py3.13}-huggingface_hub-v0.35.3
+    {py3.9,py3.12,py3.13}-huggingface_hub-v1.0.0rc5
+
     {py3.9,py3.11,py3.12}-langchain-base-v0.1.20
     {py3.9,py3.11,py3.12}-langchain-base-v0.2.17
     {py3.9,py3.12,py3.13}-langchain-base-v0.3.27
@@ -65,41 +76,30 @@ envlist =
     {py3.9,py3.11,py3.12}-langchain-notiktoken-v0.2.17
     {py3.9,py3.12,py3.13}-langchain-notiktoken-v0.3.27
 
+    {py3.9,py3.12,py3.13}-langgraph-v0.6.10
+    {py3.10,py3.12,py3.13}-langgraph-v1.0.0a4
+
     {py3.9,py3.12,py3.13}-litellm-v1.77.7
 
     {py3.8,py3.11,py3.12}-openai-base-v1.0.1
     {py3.8,py3.12,py3.13}-openai-base-v1.109.1
-    {py3.8,py3.12,py3.13}-openai-base-v2.2.0
+    {py3.9,py3.12,py3.13}-openai-base-v2.3.0
 
     {py3.8,py3.11,py3.12}-openai-notiktoken-v1.0.1
     {py3.8,py3.12,py3.13}-openai-notiktoken-v1.109.1
-    {py3.8,py3.12,py3.13}-openai-notiktoken-v2.2.0
-
-    {py3.9,py3.12,py3.13}-langgraph-v0.6.8
-    {py3.10,py3.12,py3.13}-langgraph-v1.0.0a4
-
-    {py3.9,py3.12,py3.13}-google_genai-v1.29.0
-    {py3.9,py3.12,py3.13}-google_genai-v1.33.0
-    {py3.9,py3.12,py3.13}-google_genai-v1.37.0
-    {py3.9,py3.12,py3.13}-google_genai-v1.42.0
+    {py3.9,py3.12,py3.13}-openai-notiktoken-v2.3.0
 
     {py3.10,py3.11,py3.12}-openai_agents-v0.0.19
     {py3.10,py3.12,py3.13}-openai_agents-v0.1.0
     {py3.10,py3.12,py3.13}-openai_agents-v0.2.11
     {py3.10,py3.12,py3.13}-openai_agents-v0.3.3
 
-    {py3.8,py3.10,py3.11}-huggingface_hub-v0.24.7
-    {py3.8,py3.12,py3.13}-huggingface_hub-v0.28.1
-    {py3.8,py3.12,py3.13}-huggingface_hub-v0.32.6
-    {py3.8,py3.12,py3.13}-huggingface_hub-v0.35.3
-    {py3.9,py3.12,py3.13}-huggingface_hub-v1.0.0rc4
-
 
     # ~~~ Cloud ~~~
     {py3.6,py3.7}-boto3-v1.12.49
     {py3.6,py3.9,py3.10}-boto3-v1.20.54
     {py3.7,py3.11,py3.12}-boto3-v1.28.85
-    {py3.9,py3.12,py3.13}-boto3-v1.40.48
+    {py3.9,py3.12,py3.13}-boto3-v1.40.49
 
     {py3.6,py3.7,py3.8}-chalice-v1.16.0
     {py3.9,py3.12,py3.13}-chalice-v1.32.0
@@ -227,7 +227,7 @@ envlist =
     {py3.6,py3.9,py3.10}-fastapi-v0.79.1
     {py3.7,py3.10,py3.11}-fastapi-v0.92.0
     {py3.8,py3.10,py3.11}-fastapi-v0.105.0
-    {py3.8,py3.12,py3.13}-fastapi-v0.118.2
+    {py3.8,py3.12,py3.13}-fastapi-v0.118.3
 
 
     # ~~~ Web 2 ~~~
@@ -353,6 +353,20 @@ deps =
     cohere-v5.13.12: cohere==5.13.12
     cohere-v5.18.0: cohere==5.18.0
 
+    google_genai-v1.29.0: google-genai==1.29.0
+    google_genai-v1.33.0: google-genai==1.33.0
+    google_genai-v1.37.0: google-genai==1.37.0
+    google_genai-v1.42.0: google-genai==1.42.0
+    google_genai: pytest-asyncio
+
+    huggingface_hub-v0.24.7: huggingface_hub==0.24.7
+    huggingface_hub-v0.28.1: huggingface_hub==0.28.1
+    huggingface_hub-v0.32.6: huggingface_hub==0.32.6
+    huggingface_hub-v0.35.3: huggingface_hub==0.35.3
+    huggingface_hub-v1.0.0rc5: huggingface_hub==1.0.0rc5
+    huggingface_hub: responses
+    huggingface_hub: pytest-httpx
+
     langchain-base-v0.1.20: langchain==0.1.20
     langchain-base-v0.2.17: langchain==0.2.17
     langchain-base-v0.3.27: langchain==0.3.27
@@ -368,50 +382,36 @@ deps =
     langchain-notiktoken: langchain-openai
     langchain-notiktoken-v0.3.27: langchain-community
 
+    langgraph-v0.6.10: langgraph==0.6.10
+    langgraph-v1.0.0a4: langgraph==1.0.0a4
+
     litellm-v1.77.7: litellm==1.77.7
 
     openai-base-v1.0.1: openai==1.0.1
     openai-base-v1.109.1: openai==1.109.1
-    openai-base-v2.2.0: openai==2.2.0
+    openai-base-v2.3.0: openai==2.3.0
     openai-base: pytest-asyncio
     openai-base: tiktoken
     openai-base-v1.0.1: httpx<0.28
 
     openai-notiktoken-v1.0.1: openai==1.0.1
     openai-notiktoken-v1.109.1: openai==1.109.1
-    openai-notiktoken-v2.2.0: openai==2.2.0
+    openai-notiktoken-v2.3.0: openai==2.3.0
     openai-notiktoken: pytest-asyncio
     openai-notiktoken-v1.0.1: httpx<0.28
 
-    langgraph-v0.6.8: langgraph==0.6.8
-    langgraph-v1.0.0a4: langgraph==1.0.0a4
-
-    google_genai-v1.29.0: google-genai==1.29.0
-    google_genai-v1.33.0: google-genai==1.33.0
-    google_genai-v1.37.0: google-genai==1.37.0
-    google_genai-v1.42.0: google-genai==1.42.0
-    google_genai: pytest-asyncio
-
     openai_agents-v0.0.19: openai-agents==0.0.19
     openai_agents-v0.1.0: openai-agents==0.1.0
     openai_agents-v0.2.11: openai-agents==0.2.11
     openai_agents-v0.3.3: openai-agents==0.3.3
     openai_agents: pytest-asyncio
 
-    huggingface_hub-v0.24.7: huggingface_hub==0.24.7
-    huggingface_hub-v0.28.1: huggingface_hub==0.28.1
-    huggingface_hub-v0.32.6: huggingface_hub==0.32.6
-    huggingface_hub-v0.35.3: huggingface_hub==0.35.3
-    huggingface_hub-v1.0.0rc4: huggingface_hub==1.0.0rc4
-    huggingface_hub: responses
-    huggingface_hub: pytest-httpx
-
 
     # ~~~ Cloud ~~~
     boto3-v1.12.49: boto3==1.12.49
     boto3-v1.20.54: boto3==1.20.54
     boto3-v1.28.85: boto3==1.28.85
-    boto3-v1.40.48: boto3==1.40.48
+    boto3-v1.40.49: boto3==1.40.49
     {py3.7,py3.8}-boto3: urllib3<2.0.0
 
     chalice-v1.16.0: chalice==1.16.0
@@ -615,7 +615,7 @@ deps =
     fastapi-v0.79.1: fastapi==0.79.1
     fastapi-v0.92.0: fastapi==0.92.0
     fastapi-v0.105.0: fastapi==0.105.0
-    fastapi-v0.118.2: fastapi==0.118.2
+    fastapi-v0.118.3: fastapi==0.118.3
     fastapi: httpx
     fastapi: pytest-asyncio
     fastapi: python-multipart