diff --git a/.github/workflows/auto-release.yml b/.github/workflows/auto-release.yml
index e22c51ab..6b89c259 100644
--- a/.github/workflows/auto-release.yml
+++ b/.github/workflows/auto-release.yml
@@ -16,7 +16,7 @@ concurrency:
 
 env:
   PYTHON_VERSION: "3.11"
-  UV_VERSION: "0.12.3"
+  UV_VERSION: "0.13.1"
   AUTO_VERSION: "11.3.6"
   RELEASE_BOT_NAME: "applied-ai-releases[bot]"
   RELEASE_BOT_EMAIL: "applied-ai-releases[bot]@users.noreply.github.com"
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 663c2777..5a876d56 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -7,7 +7,7 @@ on:
       - main
 
 env:
-  UV_VERSION: "0.12.3"
+  UV_VERSION: "0.13.1"
 
 jobs:
   lock:
@@ -43,6 +43,7 @@ jobs:
           - "3.12"
           - "3.13"
           - "3.14"
+          - "3.15"
 
     steps:
     - name: Check out repository
@@ -64,8 +65,18 @@ jobs:
           uv.lock
 
     - name: Install dependencies
+      env:
+        MATRIX_PYTHON: ${{ matrix.python-version }}
       run: |
-        uv sync --all-extras --frozen
+        set -euo pipefail
+
+        # torch has no cp315 wheels on PyPI yet, so sentence-transformers
+        # (and `all`, which includes it) cannot install on 3.15.
+        extras=(--all-extras)
+        if [ "$MATRIX_PYTHON" = "3.15" ]; then
+          extras+=(--no-extra sentence-transformers --no-extra all)
+        fi
+        uv sync "${extras[@]}" --frozen
 
     - name: check-sort-import
       run: |
diff --git a/.github/workflows/test-fork-pr.yml b/.github/workflows/test-fork-pr.yml
index 7925e096..b356821d 100644
--- a/.github/workflows/test-fork-pr.yml
+++ b/.github/workflows/test-fork-pr.yml
@@ -15,7 +15,7 @@ permissions:
 
 env:
   PYTHON_VERSION: "3.11"
-  UV_VERSION: "0.12.3"
+  UV_VERSION: "0.13.1"
 
 jobs:
   setup:
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 6752bff5..e3083b94 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -14,7 +14,7 @@ on:
 
 env:
   PYTHON_VERSION: "3.11"
-  UV_VERSION: "0.12.3"
+  UV_VERSION: "0.13.1"
 
 jobs:
   service-tests:
@@ -83,7 +83,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"]
+        python-version: ["3.10", "3.11", "3.12", "3.13", "3.14", "3.15"]
         redis-py-version: ["6.x", "7.x", "8.x"]
         # `redis:latest` floats, so a failure on it is not reproducible from a
         # SHA; it is advisory below. Pinned tags carry the blocking coverage.
@@ -117,10 +117,19 @@ jobs:
             uv.lock
 
       - name: Install dependencies
+        env:
+          MATRIX_PYTHON: ${{ matrix.python-version }}
         run: |
           set -euo pipefail
 
-          uv sync --all-extras --frozen
+          # torch has no cp315 wheels on PyPI yet, so sentence-transformers
+          # (and `all`, which includes it) cannot install on 3.15. Tests marked
+          # requires_hf skip themselves when it is missing (tests/conftest.py).
+          extras=(--all-extras)
+          if [ "$MATRIX_PYTHON" = "3.15" ]; then
+            extras+=(--no-extra sentence-transformers --no-extra all)
+          fi
+          uv sync "${extras[@]}" --frozen
 
           # Must cover every redis-py-version matrix value; unhandled values fail.
           case "$REDIS_PY_VERSION" in
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 11bf5c4d..c2b5c7cf 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -31,7 +31,7 @@ Here's how to get started with your code contribution:
 
 ### Prerequisites
 
-- **Python**: RedisVL supports Python 3.9 and above
+- **Python**: RedisVL supports Python 3.10 through 3.15
 - **Docker**: Required for running Redis and integration tests
 - **UV**: Modern Python package manager for fast dependency management
 
@@ -81,6 +81,12 @@ uv sync --all-extras
 
 This will create a virtual environment and install all necessary dependencies for development.
 
+On Python 3.15, PyTorch has no wheels on PyPI yet, so leave out the extras that need it. Tests marked `requires_hf` skip when sentence-transformers is not installed.
+
+```bash
+uv sync --all-extras --no-extra sentence-transformers --no-extra all
+```
+
 ### Changing Dependencies
 
 `uv.lock` is checked in, and CI verifies it matches `pyproject.toml`. If you add, remove, or re-bound a dependency, re-lock and commit the result:
diff --git a/docs/user_guide/installation.md b/docs/user_guide/installation.md
index aa0e3065..173295c6 100644
--- a/docs/user_guide/installation.md
+++ b/docs/user_guide/installation.md
@@ -55,6 +55,10 @@ To install **all** optional dependencies at once:
 $ pip install redisvl[all]
 ```
 
+```{note}
+On Python 3.15, the `sentence-transformers` and `all` extras can't be installed yet, because PyTorch doesn't publish Python 3.15 wheels on PyPI. Install the individual extras you need instead. The `voyageai` and `sql-redis` packages also declare a Python upper bound below 3.15, so `pip` refuses them on 3.15 until their maintainers lift it.
+```
+
 ## Install RedisVL from Source
 
 To install RedisVL from source, clone the repository and install the package using `pip`:
diff --git a/pyproject.toml b/pyproject.toml
index 82ff1d9a..fed8bf40 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ name = "redisvl"
 version = "0.28.0"
 description = "Python client library and CLI for using Redis as a vector database"
 authors = [{ name = "Redis Inc.", email = "applied.ai@redis.com" }]
-requires-python = ">=3.10,<3.15"
+requires-python = ">=3.10,<3.16"
 readme = "README.md"
 license = "MIT"
 keywords = [
@@ -20,6 +20,7 @@ classifiers = [
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14",
+    "Programming Language :: Python :: 3.15",
     "License :: OSI Approved :: MIT License",
 ]
 dependencies = [
@@ -45,6 +46,10 @@ mcp = [
     # Supporting that revision is its own piece of work.
     "fastmcp>=2.0.0,<4",
     "pydantic-settings>=2.0,<3",
+    # fastmcp pulls in beartype transitively. Releases before 0.23 import
+    # typing.no_type_check_decorator, which Python 3.15 removed, so fastmcp
+    # fails to import and the MCP server falls back to its stub.
+    "beartype>=0.23.1",
 ]
 mistralai = ["mistralai>=1.0.0,<2"]
 openai = ["openai>=1.1.0"]
@@ -115,7 +120,7 @@ build-backend = "hatchling.build"
 
 [dependency-groups]
 dev = [
-    "black>=25.1.0,<27",
+    "black>=26.5.0,<27",
     "isort>=5.6.4,<6",
     "pylint>=3.1.0,<4",
     "pytest>=8.1.1,<9",
@@ -151,7 +156,7 @@ default-groups = [
 ]
 
 [tool.black]
-target-version = ['py310', 'py311', 'py312', 'py313', 'py314']
+target-version = ['py310', 'py311', 'py312', 'py313', 'py314', 'py315']
 exclude = '''
 (
   | \.egg
@@ -171,6 +176,14 @@ exclude = '''
 [tool.pytest.ini_options]
 log_cli = true
 asyncio_mode = "auto"
+# pytest-asyncio 0.23 calls asyncio APIs that Python 3.14+ deprecates, once
+# per collected object. On 3.15 that is millions of warnings per run, which
+# slows the suite roughly tenfold. Scoped to pytest_asyncio so the same
+# deprecations raised from redisvl still surface. Drop this once the
+# pytest-asyncio<0.24 pin is lifted.
+filterwarnings = [
+    "ignore:'asyncio\\.(iscoroutinefunction|get_event_loop_policy|set_event_loop_policy)' is deprecated:DeprecationWarning:pytest_asyncio",
+]
 
 [tool.mypy]
 warn_unused_configs = true
diff --git a/tests/conftest.py b/tests/conftest.py
index 21397365..600f7bca 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,4 +1,5 @@
 import hashlib
+import importlib.util
 import logging
 import os
 import re
@@ -533,6 +534,11 @@ def pytest_collection_modifyitems(
     skip_cluster = pytest.mark.skip(
         reason="Skipping test because Redis cluster is not available. Use --run-cluster-tests to run these tests."
     )
+    # torch, and so sentence-transformers, can lag a new CPython release.
+    has_hf = importlib.util.find_spec("sentence_transformers") is not None
+    skip_hf = pytest.mark.skip(
+        reason="Skipping test because sentence-transformers is not installed."
+    )
 
     # Apply skip markers independently based on flags
     for item in items:
@@ -540,6 +546,8 @@ def pytest_collection_modifyitems(
             item.add_marker(skip_api)
         if item.get_closest_marker("requires_cluster") and not run_cluster_tests:
             item.add_marker(skip_cluster)
+        if item.get_closest_marker("requires_hf") and not has_hf:
+            item.add_marker(skip_hf)
 
 
 @pytest.fixture
diff --git a/tests/integration/test_key_separator_handling.py b/tests/integration/test_key_separator_handling.py
index f4e7836f..d9f97af9 100644
--- a/tests/integration/test_key_separator_handling.py
+++ b/tests/integration/test_key_separator_handling.py
@@ -84,6 +84,7 @@ def test_empty_prefix_handled_correctly(self):
         # Should return just the ID without prefix or separator
         assert key == "789", f"Expected '789' but got '{key}'"
 
+    @pytest.mark.requires_hf
     def test_semantic_router_uses_index_separator(self, redis_url):
         """Test that SemanticRouter uses the index's key_separator."""
         # Create a route
@@ -188,6 +189,7 @@ def test_trailing_separator_normalization(self):
             ), f"For prefix='{prefix}', sep='{separator}', id='{id_val}': expected '{expected}' but got '{key}'"
 
 
+@pytest.mark.requires_hf
 class TestSemanticRouterKeyConstruction:
     """Test SemanticRouter's key construction with separators."""
 
diff --git a/tests/integration/test_message_history.py b/tests/integration/test_message_history.py
index 9bf09383..c54326aa 100644
--- a/tests/integration/test_message_history.py
+++ b/tests/integration/test_message_history.py
@@ -700,6 +700,7 @@ def test_semantic_count(semantic_history):
     assert semantic_history.count() == 0
 
 
+@pytest.mark.requires_hf
 def test_different_vector_dtypes(client, redis_url, redis_test_name):
     skip_if_no_redis_search(client)
     sessions = []
@@ -749,6 +750,7 @@ def test_different_vector_dtypes(client, redis_url, redis_test_name):
                 sess.delete()
 
 
+@pytest.mark.requires_hf
 def test_bad_dtype_connecting_to_exiting_history(client, redis_url, redis_test_name):
     skip_if_no_redis_search(client)
     # Skip this test for Redis 6.2.x as FT.INFO doesn't return dims properly
@@ -814,6 +816,7 @@ def test_invalid_vectorizer(client, redis_url, redis_test_name):
         )
 
 
+@pytest.mark.requires_hf
 def test_passes_through_dtype_to_default_vectorizer(client, redis_url, redis_test_name):
     skip_if_no_redis_search(client)
     # The default is float32, so we should see float64 if we pass it in.
@@ -834,6 +837,7 @@ def test_passes_through_dtype_to_default_vectorizer(client, redis_url, redis_tes
                 cache.delete()
 
 
+@pytest.mark.requires_hf
 def test_deprecated_dtype_argument(client, redis_url, redis_test_name):
     skip_if_no_redis_search(client)
     history = None
diff --git a/tests/integration/test_role_filter_get_recent.py b/tests/integration/test_role_filter_get_recent.py
index d18404da..fcde1f68 100644
--- a/tests/integration/test_role_filter_get_recent.py
+++ b/tests/integration/test_role_filter_get_recent.py
@@ -267,6 +267,7 @@ def test_get_recent_role_with_raw_output(self, redis_url):
         history.delete()
 
 
+@pytest.mark.requires_hf
 class TestSemanticMessageHistoryRoleFilter:
     """Test role filtering functionality in SemanticMessageHistory with real Redis."""
 
diff --git a/tests/unit/test_error_handling.py b/tests/unit/test_error_handling.py
index 4f10e6a8..587187c7 100644
--- a/tests/unit/test_error_handling.py
+++ b/tests/unit/test_error_handling.py
@@ -190,7 +190,8 @@ async def test_connection_kwargs_type_error(self):
             await cache._get_async_redis_client()
 
         error_msg = str(exc_info.value)
-        assert "argument after ** must be a mapping" in error_msg
+        # CPython 3.15 reworded this from "argument after **" to "Value after **".
+        assert "after ** must be a mapping" in error_msg
 
     @pytest.mark.asyncio
     async def test_connection_kwargs_valid_dict(self):
diff --git a/tests/unit/test_repr.py b/tests/unit/test_repr.py
index 079d3a87..30a56f57 100644
--- a/tests/unit/test_repr.py
+++ b/tests/unit/test_repr.py
@@ -107,23 +107,34 @@ def test_semantic_cache_repr_with_ttl(patched_semantic_cache):
 def test_semantic_router_repr():
     from redisvl.extensions.router.schema import Route
     from redisvl.extensions.router.semantic import SemanticRouter
+    from redisvl.utils.vectorize import CustomVectorizer
 
     routes = [
         Route(name="greeting", references=["hello", "hi"]),
         Route(name="farewell", references=["bye", "goodbye"]),
     ]
-    # model_construct bypasses __init__ (and therefore Redis/vectorizer setup)
-    # while still setting the Pydantic fields that __repr__ reads.
-    router = SemanticRouter.model_construct(name="my-router", routes=routes)
+    # model_construct bypasses __init__ (and therefore Redis setup) while still
+    # setting the Pydantic fields that __repr__ reads. The stub vectorizer stops
+    # the field's HFTextVectorizer default from needing sentence-transformers.
+    router = SemanticRouter.model_construct(
+        name="my-router",
+        routes=routes,
+        vectorizer=CustomVectorizer(lambda text: [0.1, 0.2, 0.3]),
+    )
     assert repr(router) == "SemanticRouter(name='my-router', routes=2)"
 
 
 def test_semantic_router_repr_single_route():
     from redisvl.extensions.router.schema import Route
     from redisvl.extensions.router.semantic import SemanticRouter
+    from redisvl.utils.vectorize import CustomVectorizer
 
     routes = [Route(name="support", references=["help", "issue"])]
-    router = SemanticRouter.model_construct(name="support-router", routes=routes)
+    router = SemanticRouter.model_construct(
+        name="support-router",
+        routes=routes,
+        vectorizer=CustomVectorizer(lambda text: [0.1, 0.2, 0.3]),
+    )
     assert repr(router) == "SemanticRouter(name='support-router', routes=1)"
 
 
diff --git a/uv.lock b/uv.lock
index f968276e..50af2a86 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,8 +1,9 @@
 version = 1
-revision = 3
-requires-python = ">=3.10, <3.15"
+revision = 5
+requires-python = ">=3.10, <3.16"
 resolution-markers = [
-    "python_full_version >= '3.14'",
+    "python_full_version >= '3.15'",
+    "python_full_version == '3.14.*'",
     "python_full_version == '3.13.*'",
     "python_full_version == '3.12.*'",
     "python_full_version == '3.11.*'",
@@ -41,7 +42,8 @@ name = "aiofile"
 version = "3.11.1"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version >= '3.14'",
+    "python_full_version >= '3.15'",
+    "python_full_version == '3.14.*'",
     "python_full_version == '3.13.*'",
     "python_full_version == '3.12.*'",
     "python_full_version == '3.11.*'",
@@ -344,11 +346,11 @@ wheels = [
 
 [[package]]
 name = "beartype"
-version = "0.22.9"
+version = "0.23.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/c7/94/1009e248bbfbab11397abca7193bea6626806be9a327d399810d523a07cb/beartype-0.22.9.tar.gz", hash = "sha256:8f82b54aa723a2848a56008d18875f91c1db02c32ef6a62319a002e3e25a975f", size = 1608866, upload-time = "2025-12-13T06:50:30.72Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/79/34/c0cfdaee9c796c8381439fed0fcab62810753b8b0adb1ec88fa7f41eaa5d/beartype-0.23.1.tar.gz", hash = "sha256:8b805f246b32931c74f2b321ea0939fe5bb2ff43c12a3eff19cc4c854b832e1d", size = 1993714, upload-time = "2026-10-11T05:36:55.251Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/71/cc/18245721fa7747065ab478316c7fea7c74777d07f37ae60db2e84f8172e8/beartype-0.22.9-py3-none-any.whl", hash = "sha256:d16c9bbc61ea14637596c5f6fbff2ee99cbe3573e46a716401734ef50c3060c2", size = 1333658, upload-time = "2025-12-13T06:50:28.266Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/cb/2f6aa982e2860c1156830db3da7f823b71784ed7d533ca289ea9b6c6347a/beartype-0.23.1-py3-none-any.whl", hash = "sha256:4461b4dc57e3fdd6c8a8464b22cf118002eea107c33e9fef651c69068ab3cce3", size = 1582101, upload-time = "2026-10-11T05:36:52.431Z" },
 ]
 
 [[package]]
@@ -1468,46 +1470,16 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/da/71/ae30dadffc90b9006d77af76b393cb9dfbfc9629f339fc1574a1c52e6806/future-1.0.0-py3-none-any.whl", hash = "sha256:929292d34f5872e70396626ef385ec22355a1fae8ad29e1a734c3e43f9fbc216", size = 491326, upload-time = "2024-02-21T11:52:35.956Z" },
 ]
 
-[[package]]
-name = "google-api-core"
-version = "2.25.2"
-source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "python_full_version >= '3.14'",
-]
-dependencies = [
-    { name = "google-auth" },
-    { name = "googleapis-common-protos" },
-    { name = "proto-plus" },
-    { name = "protobuf" },
-    { name = "requests" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/09/cd/63f1557235c2440fe0577acdbc32577c5c002684c58c7f4d770a92366a24/google_api_core-2.25.2.tar.gz", hash = "sha256:1c63aa6af0d0d5e37966f157a77f9396d820fba59f9e43e9415bc3dc5baff300", size = 166266, upload-time = "2025-10-03T00:07:34.778Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/c8/d8/894716a5423933f5c8d2d5f04b16f052a515f78e815dab0c2c6f1fd105dc/google_api_core-2.25.2-py3-none-any.whl", hash = "sha256:e9a8f62d363dc8424a8497f4c2a47d6bcda6c16514c935629c257ab5d10210e7", size = 162489, upload-time = "2025-10-03T00:07:32.924Z" },
-]
-
-[package.optional-dependencies]
-grpc = [
-    { name = "grpcio" },
-    { name = "grpcio-status" },
-]
-
 [[package]]
 name = "google-api-core"
 version = "2.30.3"
 source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "python_full_version == '3.13.*'",
-    "python_full_version == '3.12.*'",
-    "python_full_version == '3.11.*'",
-    "python_full_version < '3.11'",
-]
 dependencies = [
     { name = "google-auth" },
     { name = "googleapis-common-protos" },
     { name = "proto-plus" },
-    { name = "protobuf" },
+    { name = "protobuf", version = "5.29.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "protobuf", version = "6.33.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14'" },
     { name = "requests" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/16/ce/502a57fb0ec752026d24df1280b162294b22a0afb98a326084f9a979138b/google_api_core-2.30.3.tar.gz", hash = "sha256:e601a37f148585319b26db36e219df68c5d07b6382cff2d580e83404e44d641b", size = 177001, upload-time = "2026-04-10T00:41:28.035Z" }
@@ -1517,8 +1489,10 @@ wheels = [
 
 [package.optional-dependencies]
 grpc = [
-    { name = "grpcio" },
-    { name = "grpcio-status" },
+    { name = "grpcio", version = "1.80.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "grpcio", version = "1.84.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14'" },
+    { name = "grpcio-status", version = "1.71.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "grpcio-status", version = "1.84.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.14'" },
 ]
 
 [[package]]
@@ -1539,53 +1513,22 @@ requests = [
     { name = "requests" },
 ]
 
-[[package]]
-name = "google-cloud-aiplatform"
-version = "1.148.1"
-source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "python_full_version >= '3.14'",
-]
-dependencies = [
-    { name = "docstring-parser" },
-    { name = "google-api-core", version = "2.25.2", source = { registry = "https://pypi.org/simple" }, extra = ["grpc"] },
-    { name = "google-auth" },
-    { name = "google-cloud-bigquery" },
-    { name = "google-cloud-resource-manager" },
-    { name = "google-cloud-storage", version = "3.4.1", source = { registry = "https://pypi.org/simple" } },
-    { name = "google-genai" },
-    { name = "packaging" },
-    { name = "proto-plus" },
-    { name = "protobuf" },
-    { name = "pydantic" },
-    { name = "typing-extensions" },
-]
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