From 6c6273ca50dd43c6c8ca46521195a7601d5aeb11 Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 16 Oct 2026 10:49:19 +0200
Subject: [PATCH 01/14] feat: support Python 3.15 (#757)

Lift the Requires-Python cap to <3.16 and add 3.15 to the classifiers,
black target versions and the test and lint CI matrices.

- Floor beartype at 0.23.1 in the mcp extra. Earlier releases import
  typing.no_type_check_decorator, which 3.15 removed, so fastmcp failed
  to import and the MCP server fell back to its stub.
- Relock: rpds-py 2026.9.1 (0.30.0 cannot build on 3.15) and beartype
  0.23.1. The re-split forks also move 3.14 onto google-cloud-aiplatform
  1.154.0, grpcio 1.84.0 and protobuf 6.33.6.
- Bump uv to 0.13.1, the first line that ships CPython 3.15.0 final.
- torch has no cp315 wheels on PyPI yet, so the 3.15 legs install every
  extra except sentence-transformers and all. Tests marked requires_hf
  now skip when sentence-transformers is not installed, and the HF tests
  that lacked the marker carry it.
- Loosen the ** TypeError assertion; 3.15 reworded the message.
- Ignore pytest-asyncio 0.23's asyncio deprecation warnings. On 3.15
  they number in the millions and slow the suite about twentyfold.
---
 .github/workflows/auto-release.yml            |   2 +-
 .github/workflows/lint.yml                    |  15 +-
 .github/workflows/test-fork-pr.yml            |   2 +-
 .github/workflows/test.yml                    |  15 +-
 pyproject.toml                                |  19 +-
 tests/conftest.py                             |   8 +
 .../test_key_separator_handling.py            |   2 +
 tests/integration/test_message_history.py     |   3 +
 .../test_role_filter_get_recent.py            |   1 +
 tests/unit/test_error_handling.py             |   3 +-
 tests/unit/test_repr.py                       |   2 +
 uv.lock                                       | 533 +++++++++++++-----
 12 files changed, 456 insertions(+), 149 deletions(-)

diff --git a/.github/workflows/auto-release.yml b/.github/workflows/auto-release.yml
index e22c51ab2..6b89c2590 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 663c2777b..5a876d568 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 7925e096c..b356821d3 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 6752bff5e..e3083b94f 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/pyproject.toml b/pyproject.toml
index cd19faa8c..ea456aee9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ name = "redisvl"
 version = "0.29.0"
 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 21397365f..600f7bca1 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 f4e7836ff..d9f97af98 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 89f00f390..6ada45cbc 100644
--- a/tests/integration/test_message_history.py
+++ b/tests/integration/test_message_history.py
@@ -765,6 +765,7 @@ 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
@@ -830,6 +831,7 @@ 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.
@@ -850,6 +852,7 @@ 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 d18404dac..fcde1f68b 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 557c0f4b0..09b768a05 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 079d3a87b..c616328d7 100644
--- a/tests/unit/test_repr.py
+++ b/tests/unit/test_repr.py
@@ -104,6 +104,7 @@ def test_semantic_cache_repr_with_ttl(patched_semantic_cache):
 # ---------------------------------------------------------------------------
 
 
+@pytest.mark.requires_hf
 def test_semantic_router_repr():
     from redisvl.extensions.router.schema import Route
     from redisvl.extensions.router.semantic import SemanticRouter
@@ -118,6 +119,7 @@ def test_semantic_router_repr():
     assert repr(router) == "SemanticRouter(name='my-router', routes=2)"
 
 
+@pytest.mark.requires_hf
 def test_semantic_router_repr_single_route():
     from redisvl.extensions.router.schema import Route
     from redisvl.extensions.router.semantic import SemanticRouter
diff --git a/uv.lock b/uv.lock
index 3e2cecd6d..07289b3d3 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" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/c9/f3/b2a9417014c93858a2e3266134f931eefd972c2d410b25d7b8782fc6f143/google_cloud_aiplatform-1.148.1.tar.gz", hash = "sha256:75d605fba34e68714bd08e1e482755d0a6e3ae972805f809d088e686c30879e7", size = 10278758, upload-time = "2026-04-17T23:45:26.738Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/56/5b/e3515d7bbba602c2b0f6a0da5431785e897252443682e4735d0e6873dc8f/google_cloud_aiplatform-1.148.1-py2.py3-none-any.whl", hash = "sha256:035101e2d8e65c6a706cc3930b2452de7ddcbde50dd130320fcea0d8b03b0c5a", size = 8434481, upload-time = "2026-04-17T23:45:22.919Z" },
-]
-
 [[package]]
 name = "google-cloud-aiplatform"
 version = "1.154.0"
 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'",
-]
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     { name = "docstring-parser" },
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     { url = "https://files.pythonhosted.org/packages/27/0b/a54103cfd732bb703c7a749222011a0483ef3705948dae3b203158601119/watchfiles-1.2.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:094b9b70103d4e963499bdea001ee3c2697b144cd9ae6218a62c0f89ec9e31db", size = 396629, upload-time = "2026-05-18T04:32:03.268Z" },
     { url = "https://files.pythonhosted.org/packages/5e/2c/73f31a3b893886206c3f54d73e8ad8dee58cdb2f69ad2622e0a8a9e07f4e/watchfiles-1.2.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b0ef001f8c25ad0fa9529f914c1600647ecd0f542d11c19b7894768c67b6acb7", size = 457318, upload-time = "2026-05-18T04:31:01.932Z" },

From f63a161b8dd7f7d9f3d8c67bfc76902cda16028d Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 16 Oct 2026 10:59:05 +0200
Subject: [PATCH 02/14] fix: close Python 3.15 gaps found in pre-PR review

- Mark test_different_vector_dtypes requires_hf. It builds the default HF
  vectorizer, and its bare except turned the ImportError on 3.15 into a
  misleading "Redis version too low" skip.
- Give the SemanticRouter repr tests a stub vectorizer instead of the
  requires_hf marker, so they keep running on 3.15. __repr__ never touches
  the vectorizer; only the field's HFTextVectorizer default needed it.
- Note in the installation guide and CONTRIBUTING that the
  sentence-transformers and all extras cannot install on 3.15 yet, with
  the uv sync command that leaves them out.
---
 CONTRIBUTING.md                           |  6 ++++++
 docs/user_guide/installation.md           |  4 ++++
 tests/integration/test_message_history.py |  1 +
 tests/unit/test_repr.py                   | 21 +++++++++++++++------
 4 files changed, 26 insertions(+), 6 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index bc6a82905..99300cb85 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -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 4e419c313..06b942370 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/tests/integration/test_message_history.py b/tests/integration/test_message_history.py
index 6ada45cbc..e733c9346 100644
--- a/tests/integration/test_message_history.py
+++ b/tests/integration/test_message_history.py
@@ -716,6 +716,7 @@ 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 = []
diff --git a/tests/unit/test_repr.py b/tests/unit/test_repr.py
index c616328d7..30a56f57c 100644
--- a/tests/unit/test_repr.py
+++ b/tests/unit/test_repr.py
@@ -104,28 +104,37 @@ def test_semantic_cache_repr_with_ttl(patched_semantic_cache):
 # ---------------------------------------------------------------------------
 
 
-@pytest.mark.requires_hf
 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)"
 
 
-@pytest.mark.requires_hf
 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)"
 
 

From ff863e25d6af2840284f346066090fc2a90d99c0 Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 16 Oct 2026 12:22:03 +0200
Subject: [PATCH 03/14] docs(contributing): state the supported Python range as
 3.10 through 3.15

---
 CONTRIBUTING.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 99300cb85..903a5d3a2 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
 

From 28b0e5c8c0637f067ad649d4d23d2f1241fb23a0 Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 30 Oct 2026 13:07:03 +0100
Subject: [PATCH 04/14] feat: install every extra on Python 3.15

torch 2.15.0 publishes cp315 wheels, so relock torch, scipy and
scikit-learn (the locked scipy 1.17.1 had no cp315 wheel either). Python
3.11+ now resolves torch 2.15.0, scipy 1.18.1 (3.12+) and scikit-learn
1.9.1; 3.10 keeps its existing versions.

With sentence-transformers installable everywhere, the 3.15-only CI
exclusion of the sentence-transformers and all extras goes, as does the
conftest skip for missing sentence-transformers, so requires_hf is an
informational marker again and the HF tests run on 3.15.

The install-guide note now covers only the upstream Python bounds that
make pip refuse voyageai (<3.15) and sql-redis (<3.14).
---
 .github/workflows/lint.yml      |  12 +-
 .github/workflows/test.yml      |  11 +-
 CONTRIBUTING.md                 |   6 -
 docs/user_guide/installation.md |   2 +-
 tests/conftest.py               |   8 -
 uv.lock                         | 777 +++++++++++++++++++++++++++-----
 6 files changed, 658 insertions(+), 158 deletions(-)

diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 5a876d568..9d6b162b3 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -65,18 +65,8 @@ jobs:
           uv.lock
 
     - name: Install dependencies
-      env:
-        MATRIX_PYTHON: ${{ matrix.python-version }}
       run: |
-        set -euo pipefail
-
-        # torch has no cp315 wheels on PyPI yet, so sentence-transformers
-        # (and `all`, which includes it) cannot install on 3.15.
-        extras=(--all-extras)
-        if [ "$MATRIX_PYTHON" = "3.15" ]; then
-          extras+=(--no-extra sentence-transformers --no-extra all)
-        fi
-        uv sync "${extras[@]}" --frozen
+        uv sync --all-extras --frozen
 
     - name: check-sort-import
       run: |
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index e3083b94f..c7244ad57 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -117,19 +117,10 @@ jobs:
             uv.lock
 
       - name: Install dependencies
-        env:
-          MATRIX_PYTHON: ${{ matrix.python-version }}
         run: |
           set -euo pipefail
 
-          # 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
+          uv sync --all-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 903a5d3a2..018a65f70 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -81,12 +81,6 @@ 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 06b942370..30a0ccc22 100644
--- a/docs/user_guide/installation.md
+++ b/docs/user_guide/installation.md
@@ -56,7 +56,7 @@ $ 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.
+The `voyageai` package declares support for Python below 3.15, and `sql-redis` for Python below 3.14. On newer versions, `pip` refuses those extras, and `all` with them, until their maintainers lift the limit. `uv` installs them regardless.
 ```
 
 ## Install RedisVL from Source
diff --git a/tests/conftest.py b/tests/conftest.py
index 600f7bca1..21397365f 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -1,5 +1,4 @@
 import hashlib
-import importlib.util
 import logging
 import os
 import re
@@ -534,11 +533,6 @@ 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:
@@ -546,8 +540,6 @@ 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/uv.lock b/uv.lock
index 07289b3d3..58776b878 100644
--- a/uv.lock
+++ b/uv.lock
@@ -960,49 +960,105 @@ wheels = [
 name = "cuda-toolkit"
 version = "13.0.3.0"
 source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "python_full_version < '3.11'",
+]
 wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/c7/a79086a62c98befcdb8349656c6f114e2db3b8b2422f6e25c97a7f2a9a3c/cuda_toolkit-13.0.3.0-py2.py3-none-any.whl", hash = "sha256:d693caaa261214ddd7dbb60d68e71cbed884e68c2be7509778f3051da0b91c3f", size = 2512, upload-time = "2026-04-14T00:50:08.173Z" },
 ]
 
 [package.optional-dependencies]
 cublas = [
-    { name = "nvidia-cublas", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
-    { name = "nvidia-cuda-nvrtc", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cublas", version = "13.1.1.3", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cuda-nvrtc", version = "13.0.88", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
 ]
 cudart = [
-    { name = "nvidia-cuda-runtime", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cuda-runtime", version = "13.0.96", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
 ]
 cufft = [
-    { name = "nvidia-cufft", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
-    { name = "nvidia-nvjitlink", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cufft", version = "12.0.0.61", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-nvjitlink", version = "13.0.88", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
 ]
 cufile = [
-    { name = "nvidia-cufile", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cufile", version = "1.15.1.6", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
 ]
 cupti = [
-    { name = "nvidia-cuda-cupti", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cuda-cupti", version = "13.0.85", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
 ]
 curand = [
     { name = "nvidia-curand", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
 ]
 cusolver = [
-    { name = "nvidia-cublas", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
-    { name = "nvidia-cusolver", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
-    { name = "nvidia-cusparse", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
-    { name = "nvidia-nvjitlink", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cublas", version = "13.1.1.3", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cusolver", version = "12.0.4.66", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cusparse", version = "12.6.3.3", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-nvjitlink", version = "13.0.88", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+]
+cusparse = [
+    { name = "nvidia-cusparse", version = "12.6.3.3", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-nvjitlink", version = "13.0.88", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+]
+nvjitlink = [
+    { name = "nvidia-nvjitlink", version = "13.0.88", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+]
+nvrtc = [
+    { name = "nvidia-cuda-nvrtc", version = "13.0.88", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+]
+nvtx = [
+    { name = "nvidia-nvtx", version = "13.0.85", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+]
+
+[[package]]
+name = "cuda-toolkit"
+version = "13.2.2"
+source = { registry = "https://pypi.org/simple" }
+resolution-markers = [
+    "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.*'",
+]
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/3d/62/854e4a141f5e87e5425513bad2a742a6260acfe06ef148001b5362148f31/cuda_toolkit-13.2.2-py2.py3-none-any.whl", hash = "sha256:d12edc1aad1356236a2ee10c0d794b1aff5d3e79bfeca54867c3bb8e5afd87b0", size = 2607, upload-time = "2026-07-16T10:13:01.07Z" },
+]
+
+[package.optional-dependencies]
+cublas = [
+    { name = "nvidia-cublas", version = "13.4.1.3", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cuda-nvrtc", version = "13.2.86", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+]
+cudart = [
+    { name = "nvidia-cuda-runtime", version = "13.2.86", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+]
+cufft = [
+    { name = "nvidia-cufft", version = "12.2.0.57", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-nvjitlink", version = "13.4.92", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+]
+cufile = [
+    { name = "nvidia-cufile", version = "1.17.1.22", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+]
+cupti = [
+    { name = "nvidia-cuda-cupti", version = "13.2.86", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+]
+cusolver = [
+    { name = "nvidia-cublas", version = "13.4.1.3", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cusolver", version = "12.2.0.11", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cusparse", version = "12.7.10.12", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-nvjitlink", version = "13.4.92", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
 ]
 cusparse = [
-    { name = "nvidia-cusparse", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
-    { name = "nvidia-nvjitlink", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cusparse", version = "12.7.10.12", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-nvjitlink", version = "13.4.92", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
 ]
 nvjitlink = [
-    { name = "nvidia-nvjitlink", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-nvjitlink", version = "13.4.92", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
 ]
 nvrtc = [
-    { name = "nvidia-cuda-nvrtc", marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
+    { name = "nvidia-cuda-nvrtc", version = "13.2.86", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'aarch64' or platform_machine == 'x86_64'" },
 ]
 nvtx = [
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 ]
 
 [[package]]

From fdf0b57867c38ae2f22bffc6e94a1253a5760542 Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 30 Oct 2026 15:21:35 +0100
Subject: [PATCH 05/14] refactor(python): drop Python 3.10 support

Make Python 3.11 the minimum supported version. Python 3.10 reached end
of life in October 2026, and its share of redisvl downloads has fallen
to about 1%.

- pyproject.toml: requires-python >=3.11,<3.16, drop the 3.10 classifier
  and black's py310 target
- CI: remove 3.10 from the lint and test matrices
- uv.lock: re-lock without upgrades, removing the python < 3.11 fork
- Use typing.Self instead of typing_extensions.Self, and for methods
  that return their own class
- Drop the dead sys.version_info monkeypatching in the MCP CLI tests
- Docs: state 3.11 as the minimum
---
 .github/workflows/lint.yml                    |    1 -
 .github/workflows/test.yml                    |    2 +-
 CONTRIBUTING.md                               |    2 +-
 .../13_langcache_semantic_cache.ipynb         |    2 +-
 docs/user_guide/how_to_guides/mcp.md          |    2 +-
 docs/user_guide/installation.md               |    4 +-
 pyproject.toml                                |    5 +-
 redisvl/extensions/router/semantic.py         |    8 +-
 redisvl/mcp/config.py                         |   24 +-
 redisvl/migration/backup.py                   |    4 +-
 redisvl/query/aggregate.py                    |    3 +-
 redisvl/schema/schema.py                      |    6 +-
 tests/unit/test_cli_mcp.py                    |   19 -
 uv.lock                                       | 1547 ++---------------
 14 files changed, 137 insertions(+), 1492 deletions(-)

diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 9d6b162b3..96cf7e2d5 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -38,7 +38,6 @@ jobs:
     strategy:
       matrix:
         python-version:
-          - "3.10"
           - "3.11"
           - "3.12"
           - "3.13"
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index c7244ad57..bed976dea 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -83,7 +83,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.10", "3.11", "3.12", "3.13", "3.14", "3.15"]
+        python-version: ["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.
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 018a65f70..dd6be3c50 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 3.10 through 3.15
+- **Python**: RedisVL supports Python 3.11 through 3.15
 - **Docker**: Required for running Redis and integration tests
 - **UV**: Modern Python package manager for fast dependency management
 
diff --git a/docs/user_guide/13_langcache_semantic_cache.ipynb b/docs/user_guide/13_langcache_semantic_cache.ipynb
index f2f262eba..0b54bb803 100644
--- a/docs/user_guide/13_langcache_semantic_cache.ipynb
+++ b/docs/user_guide/13_langcache_semantic_cache.ipynb
@@ -14,7 +14,7 @@
     "\n",
     "Before you begin, ensure you have:\n",
     "- Installed RedisVL with the LangCache extra: `pip install redisvl[langcache]`\n",
-    "- Python 3.10+ (same as RedisVL)\n",
+    "- Python 3.11+ (same as RedisVL)\n",
     "- A LangCache service with a **cache ID** and **API key**. You can set up a LangCache service in Redis Cloud [here](https://cloud.redis.io/#/)\n",
     "- Optionally: **attributes** configured on your LangCache cache if you plan to pass `metadata` / `attributes` from RedisVL\n",
     "\n",
diff --git a/docs/user_guide/how_to_guides/mcp.md b/docs/user_guide/how_to_guides/mcp.md
index 416a59dbe..bc0909bbc 100644
--- a/docs/user_guide/how_to_guides/mcp.md
+++ b/docs/user_guide/how_to_guides/mcp.md
@@ -15,7 +15,7 @@ For the higher-level design, see {doc}`/concepts/mcp`.
 
 RedisVL MCP assumes all of the following are already true:
 
-- you have Python 3.10 or newer
+- you have Python 3.11 or newer
 - you have Redis with Search capabilities available
 - the Redis index already exists
 - you know which text field and vector field the server should use
diff --git a/docs/user_guide/installation.md b/docs/user_guide/installation.md
index 30a0ccc22..41e3b8a12 100644
--- a/docs/user_guide/installation.md
+++ b/docs/user_guide/installation.md
@@ -11,7 +11,7 @@ There are a few ways to install RedisVL. The easiest way is to use pip.
 
 ## Install RedisVL with Pip
 
-Install `redisvl` into your Python (>=3.10) environment using `pip`:
+Install `redisvl` into your Python (>=3.11) environment using `pip`:
 
 ```bash
 $ pip install -U redisvl
@@ -32,7 +32,7 @@ $ pip install redisvl[vertexai]            # Google Vertex AI embeddings (legacy
 $ pip install redisvl[bedrock]             # AWS Bedrock embeddings
 
 # Other optional features
-$ pip install redisvl[mcp]                 # RedisVL MCP server support (Python 3.10+)
+$ pip install redisvl[mcp]                 # RedisVL MCP server support (Python 3.11+)
 $ pip install redisvl[langcache]           # LangCache managed service integration
 $ pip install redisvl[sql-redis]           # SQL query support
 ```
diff --git a/pyproject.toml b/pyproject.toml
index ea456aee9..8466f2796 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ name = "redisvl"
 version = "0.29.0"
 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,<3.16"
+requires-python = ">=3.11,<3.16"
 readme = "README.md"
 license = "MIT"
 keywords = [
@@ -15,7 +15,6 @@ keywords = [
     "vector-search",
 ]
 classifiers = [
-    "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
@@ -156,7 +155,7 @@ default-groups = [
 ]
 
 [tool.black]
-target-version = ['py310', 'py311', 'py312', 'py313', 'py314', 'py315']
+target-version = ['py311', 'py312', 'py313', 'py314', 'py315']
 exclude = '''
 (
   | \.egg
diff --git a/redisvl/extensions/router/semantic.py b/redisvl/extensions/router/semantic.py
index 5b3778a2d..9356be976 100644
--- a/redisvl/extensions/router/semantic.py
+++ b/redisvl/extensions/router/semantic.py
@@ -1,5 +1,5 @@
 from pathlib import Path
-from typing import Any, NoReturn
+from typing import Any, NoReturn, Self
 
 import redis.commands.search.reducers as reducers
 import yaml
@@ -163,7 +163,7 @@ def from_existing(
         redis_client: SyncRedisClient | None = None,
         redis_url: str = "redis://localhost:6379",
         **kwargs,
-    ) -> "SemanticRouter":
+    ) -> Self:
         """Return SemanticRouter instance from existing index.
 
         Reads the stored route config with ``JSON.GET``, so unlike
@@ -913,7 +913,7 @@ def from_dict(
         cls,
         data: dict[str, Any],
         **kwargs,
-    ) -> "SemanticRouter":
+    ) -> Self:
         """Create a SemanticRouter from a dictionary.
 
         Args:
@@ -991,7 +991,7 @@ def from_yaml(
         cls,
         file_path: str,
         **kwargs,
-    ) -> "SemanticRouter":
+    ) -> Self:
         """Create a SemanticRouter from a YAML file.
 
         Args:
diff --git a/redisvl/mcp/config.py b/redisvl/mcp/config.py
index 244e02988..daceb23e0 100644
--- a/redisvl/mcp/config.py
+++ b/redisvl/mcp/config.py
@@ -2,7 +2,7 @@
 import re
 from copy import deepcopy
 from pathlib import Path
-from typing import Any, Literal
+from typing import Any, Literal, Self
 
 import yaml
 from pydantic import BaseModel, ConfigDict, Field, model_validator
@@ -73,7 +73,7 @@ class MCPRuntimeConfig(BaseModel):
     max_concurrency: int = 16
 
     @model_validator(mode="after")
-    def _validate_limits(self) -> "MCPRuntimeConfig":
+    def _validate_limits(self) -> Self:
         """Validate runtime bounds during config load."""
         if self.default_limit <= 0:
             raise ValueError("runtime.default_limit must be greater than 0")
@@ -148,7 +148,7 @@ class MCPAuthConfig(BaseModel):
     authorization_claim: str = Field(default="scp", min_length=1)
 
     @model_validator(mode="after")
-    def _validate_jwt(self) -> "MCPAuthConfig":
+    def _validate_jwt(self) -> Self:
         """Enforce the JWT key-source, issuer, and audience requirements."""
         jwt_fields_set = any(
             (
@@ -231,7 +231,7 @@ class MCPServerConfig(BaseModel):
     )
 
     @model_validator(mode="after")
-    def _validate_builtin_tools(self) -> "MCPServerConfig":
+    def _validate_builtin_tools(self) -> Self:
         """Reject disable/enable entries that do not name a built-in tool."""
         unknown = sorted(set(self.builtin_tools) - builtin_tool_names())
         if unknown:
@@ -259,7 +259,7 @@ class MCPIndexSearchConfig(BaseModel):
     params: dict[str, Any] = Field(default_factory=dict)
 
     @model_validator(mode="after")
-    def _validate_params(self) -> "MCPIndexSearchConfig":
+    def _validate_params(self) -> Self:
         """Reject params that do not belong to the configured search mode."""
         allowed_params = {
             "vector": {
@@ -402,7 +402,7 @@ def requires_startup_vectorizer(self) -> bool:
         return self.uses_query_embedding or self.supports_server_side_embedding
 
     @model_validator(mode="after")
-    def _validate_capability_requirements(self) -> "MCPIndexBindingConfig":
+    def _validate_capability_requirements(self) -> Self:
         """Require only the config fields needed by enabled capabilities."""
         if self.uses_text_search and self.runtime.text_field_name is None:
             raise ValueError(
@@ -620,7 +620,7 @@ class MCPProfileParamConfig(BaseModel):
     max: int | None = None
 
     @model_validator(mode="after")
-    def _validate_max(self) -> "MCPProfileParamConfig":
+    def _validate_max(self) -> Self:
         """Reject a non-positive cap."""
         if self.max is not None and self.max <= 0:
             raise ValueError("custom_tools params max must be greater than 0")
@@ -665,7 +665,7 @@ class MCPProfileInjectConfig(BaseModel):
     required: Literal[True] = True
 
     @model_validator(mode="after")
-    def _validate_inject(self) -> "MCPProfileInjectConfig":
+    def _validate_inject(self) -> Self:
         """Reject a blank field or claim name, which min_length lets through."""
         if not self.field.strip():
             raise ValueError("custom_tools lock.inject field must not be blank")
@@ -684,7 +684,7 @@ class MCPProfileLockConfig(BaseModel):
     inject: list[MCPProfileInjectConfig] | None = None
 
     @model_validator(mode="after")
-    def _validate_lock(self) -> "MCPProfileLockConfig":
+    def _validate_lock(self) -> Self:
         """Reject an empty or blank projection.
 
         The annotations already give the rest: pydantic enforces ``list[str]``
@@ -757,7 +757,7 @@ class MCPCustomToolConfig(BaseModel):
     params: dict[str, MCPProfileParamConfig] = Field(default_factory=dict)
 
     @model_validator(mode="after")
-    def _validate_profile(self) -> "MCPCustomToolConfig":
+    def _validate_profile(self) -> Self:
         """Validate naming, parameter policy, and lock/expose coherence."""
         if not self.description.strip():
             # min_length alone lets whitespace through, which would publish a
@@ -853,7 +853,7 @@ class MCPConfig(BaseModel):
     custom_tools: list[MCPCustomToolConfig] = Field(default_factory=list)
 
     @model_validator(mode="after")
-    def _validate_bindings(self) -> "MCPConfig":
+    def _validate_bindings(self) -> Self:
         """Require at least one binding and reject blank logical ids."""
         if not self.indexes:
             raise ValueError("indexes must contain at least one configured binding")
@@ -864,7 +864,7 @@ def _validate_bindings(self) -> "MCPConfig":
         return self
 
     @model_validator(mode="after")
-    def _validate_custom_tools(self) -> "MCPConfig":
+    def _validate_custom_tools(self) -> Self:
         """Validate custom tool names and index pinning against the bindings.
 
         Field-level checks that need the inspected schema (locked filter fields,
diff --git a/redisvl/migration/backup.py b/redisvl/migration/backup.py
index 4a57a36e6..508eaa9c0 100644
--- a/redisvl/migration/backup.py
+++ b/redisvl/migration/backup.py
@@ -17,7 +17,7 @@
 import struct
 import tempfile
 from dataclasses import dataclass
-from typing import Any, Dict, Generator, List, Optional, Tuple
+from typing import Any, Dict, Generator, List, Optional, Self, Tuple
 
 
 @dataclass
@@ -52,7 +52,7 @@ def to_dict(self) -> dict:
         }
 
     @classmethod
-    def from_dict(cls, d: dict) -> "BackupHeader":
+    def from_dict(cls, d: dict) -> Self:
         return cls(
             index_name=d["index_name"],
             fields=d["fields"],
diff --git a/redisvl/query/aggregate.py b/redisvl/query/aggregate.py
index df80ad786..2da34fc33 100644
--- a/redisvl/query/aggregate.py
+++ b/redisvl/query/aggregate.py
@@ -1,8 +1,7 @@
-from typing import Any
+from typing import Any, Self
 
 from pydantic import BaseModel, Field, field_validator, model_validator
 from redis.commands.search.aggregation import AggregateRequest, Desc
-from typing_extensions import Self
 
 from redisvl.query.filter import FilterExpression, intersect_with_filter
 from redisvl.redis.utils import array_to_buffer
diff --git a/redisvl/schema/schema.py b/redisvl/schema/schema.py
index 51c3ee051..5da70361e 100644
--- a/redisvl/schema/schema.py
+++ b/redisvl/schema/schema.py
@@ -1,7 +1,7 @@
 from collections.abc import Mapping, Sequence
 from enum import Enum
 from pathlib import Path
-from typing import Any, Literal
+from typing import Any, Literal, Self
 
 import yaml
 from pydantic import BaseModel, Field, model_validator
@@ -235,7 +235,7 @@ def validate_and_create_fields(cls, values: dict[str, Any]) -> dict[str, Any]:
         return values
 
     @classmethod
-    def from_yaml(cls, file_path: str) -> "IndexSchema":
+    def from_yaml(cls, file_path: str) -> Self:
         """Create an IndexSchema from a YAML file.
 
         Args:
@@ -262,7 +262,7 @@ def from_yaml(cls, file_path: str) -> "IndexSchema":
             return cls.model_validate(yaml_data)
 
     @classmethod
-    def from_dict(cls, data: dict[str, Any]) -> "IndexSchema":
+    def from_dict(cls, data: dict[str, Any]) -> Self:
         """Create an IndexSchema from a dictionary.
 
         Args:
diff --git a/tests/unit/test_cli_mcp.py b/tests/unit/test_cli_mcp.py
index 1c8891810..79360a80b 100644
--- a/tests/unit/test_cli_mcp.py
+++ b/tests/unit/test_cli_mcp.py
@@ -2,7 +2,6 @@
 import importlib
 import sys
 import types
-from collections import namedtuple
 
 import pytest
 
@@ -14,13 +13,6 @@ def _import_cli_mcp():
     return importlib.import_module("redisvl.cli.mcp")
 
 
-def _make_version_info(major, minor, micro=0):
-    version_info = namedtuple(
-        "VersionInfo", ["major", "minor", "micro", "releaselevel", "serial"]
-    )
-    return version_info(major, minor, micro, "final", 0)
-
-
 def _install_fake_redisvl_mcp(monkeypatch, settings_factory, server_factory):
     fake_module = types.ModuleType("redisvl.mcp")
     fake_module.MCPSettings = settings_factory
@@ -57,7 +49,6 @@ def __init__(self):
 def test_mcp_command_reports_missing_optional_dependencies(monkeypatch, capsys):
     monkeypatch.delitem(sys.modules, "redisvl.mcp", raising=False)
     monkeypatch.delitem(sys.modules, "redisvl.cli.mcp", raising=False)
-    monkeypatch.setattr(sys, "version_info", _make_version_info(3, 11, 0))
 
     original_import = builtins.__import__
 
@@ -104,7 +95,6 @@ def test_mcp_help_includes_description_and_example(monkeypatch, capsys):
 def test_mcp_command_preserves_env_read_only_when_flag_is_omitted(monkeypatch):
     monkeypatch.delitem(sys.modules, "redisvl.cli.mcp", raising=False)
     monkeypatch.delitem(sys.modules, "redisvl.mcp", raising=False)
-    monkeypatch.setattr(sys, "version_info", _make_version_info(3, 11, 0))
     monkeypatch.setattr(sys, "argv", ["rvl", "mcp", "--config", "/tmp/mcp.yaml"])
 
     calls = []
@@ -146,7 +136,6 @@ async def shutdown(self):
 def test_mcp_command_runs_startup_then_stdio_then_shutdown(monkeypatch):
     monkeypatch.delitem(sys.modules, "redisvl.cli.mcp", raising=False)
     monkeypatch.delitem(sys.modules, "redisvl.mcp", raising=False)
-    monkeypatch.setattr(sys, "version_info", _make_version_info(3, 11, 0))
     monkeypatch.setattr(
         sys, "argv", ["rvl", "mcp", "--config", "/tmp/mcp.yaml", "--read-only"]
     )
@@ -194,7 +183,6 @@ async def shutdown(self):
 def test_mcp_command_prefers_run_async_without_manual_lifecycle(monkeypatch):
     monkeypatch.delitem(sys.modules, "redisvl.cli.mcp", raising=False)
     monkeypatch.delitem(sys.modules, "redisvl.mcp", raising=False)
-    monkeypatch.setattr(sys, "version_info", _make_version_info(3, 11, 0))
     monkeypatch.setattr(sys, "argv", ["rvl", "mcp", "--config", "/tmp/mcp.yaml"])
 
     calls = []
@@ -234,7 +222,6 @@ async def shutdown(self):
 def test_mcp_command_reports_startup_failures(monkeypatch, capsys):
     monkeypatch.delitem(sys.modules, "redisvl.cli.mcp", raising=False)
     monkeypatch.delitem(sys.modules, "redisvl.mcp", raising=False)
-    monkeypatch.setattr(sys, "version_info", _make_version_info(3, 11, 0))
     monkeypatch.setattr(sys, "argv", ["rvl", "mcp", "--config", "/tmp/mcp.yaml"])
 
     calls = []
@@ -277,7 +264,6 @@ def test_mcp_command_reports_run_async_failures_without_manual_shutdown(
 ):
     monkeypatch.delitem(sys.modules, "redisvl.cli.mcp", raising=False)
     monkeypatch.delitem(sys.modules, "redisvl.mcp", raising=False)
-    monkeypatch.setattr(sys, "version_info", _make_version_info(3, 11, 0))
     monkeypatch.setattr(sys, "argv", ["rvl", "mcp", "--config", "/tmp/mcp.yaml"])
 
     calls = []
@@ -321,7 +307,6 @@ async def shutdown(self):
 def test_mcp_command_shuts_down_when_run_fails(monkeypatch, capsys):
     monkeypatch.delitem(sys.modules, "redisvl.cli.mcp", raising=False)
     monkeypatch.delitem(sys.modules, "redisvl.mcp", raising=False)
-    monkeypatch.setattr(sys, "version_info", _make_version_info(3, 11, 0))
     monkeypatch.setattr(sys, "argv", ["rvl", "mcp", "--config", "/tmp/mcp.yaml"])
 
     calls = []
@@ -367,7 +352,6 @@ async def shutdown(self):
 def test_mcp_command_passes_streamable_http_transport(monkeypatch):
     monkeypatch.delitem(sys.modules, "redisvl.cli.mcp", raising=False)
     monkeypatch.delitem(sys.modules, "redisvl.mcp", raising=False)
-    monkeypatch.setattr(sys, "version_info", _make_version_info(3, 11, 0))
     monkeypatch.setattr(
         sys,
         "argv",
@@ -417,7 +401,6 @@ async def run_async(self, transport="stdio", **kwargs):
 def test_mcp_command_stdio_does_not_pass_host_port(monkeypatch):
     monkeypatch.delitem(sys.modules, "redisvl.cli.mcp", raising=False)
     monkeypatch.delitem(sys.modules, "redisvl.mcp", raising=False)
-    monkeypatch.setattr(sys, "version_info", _make_version_info(3, 11, 0))
     monkeypatch.setattr(sys, "argv", ["rvl", "mcp", "--config", "/tmp/mcp.yaml"])
 
     calls = []
@@ -451,7 +434,6 @@ async def run_async(self, transport="stdio", **kwargs):
 def test_mcp_command_rejects_invalid_transport(monkeypatch, capsys):
     """TDD: argparse should reject transports not in the choices list."""
     monkeypatch.delitem(sys.modules, "redisvl.cli.mcp", raising=False)
-    monkeypatch.setattr(sys, "version_info", _make_version_info(3, 11, 0))
     monkeypatch.setattr(
         sys,
         "argv",
@@ -473,7 +455,6 @@ def test_mcp_command_fallback_run_path_passes_http_transport_kwargs(monkeypatch)
     forward transport and host/port kwargs for HTTP transports."""
     monkeypatch.delitem(sys.modules, "redisvl.cli.mcp", raising=False)
     monkeypatch.delitem(sys.modules, "redisvl.mcp", raising=False)
-    monkeypatch.setattr(sys, "version_info", _make_version_info(3, 11, 0))
     monkeypatch.setattr(
         sys,
         "argv",
diff --git a/uv.lock b/uv.lock
index 58776b878..960c36d14 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,13 +1,12 @@
 version = 1
-revision = 5
-requires-python = ">=3.10, <3.16"
+revision = 3
+requires-python = ">=3.11, <3.16"
 resolution-markers = [
     "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.*'",
-    "python_full_version < '3.11'",
+    "python_full_version < '3.12'",
 ]
 
 [[package]]
@@ -22,32 +21,10 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/8d/3f/95338030883d8c8b91223b4e21744b04d11b161a3ef117295d8241f50ab4/accessible_pygments-0.0.5-py3-none-any.whl", hash = "sha256:88ae3211e68a1d0b011504b2ffc1691feafce124b845bd072ab6f9f66f34d4b7", size = 1395903, upload-time = "2024-05-10T11:23:08.421Z" },
 ]
 
-[[package]]
-name = "aiofile"
-version = "3.9.0"
-source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "python_full_version < '3.11'",
-]
-dependencies = [
-    { name = "caio" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/67/e2/d7cb819de8df6b5c1968a2756c3cb4122d4fa2b8fc768b53b7c9e5edb646/aiofile-3.9.0.tar.gz", hash = "sha256:e5ad718bb148b265b6df1b3752c4d1d83024b93da9bd599df74b9d9ffcf7919b", size = 17943, upload-time = "2024-10-08T10:39:35.846Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/50/25/da1f0b4dd970e52bf5a36c204c107e11a0c6d3ed195eba0bfbc664c312b2/aiofile-3.9.0-py3-none-any.whl", hash = "sha256:ce2f6c1571538cbdfa0143b04e16b208ecb0e9cb4148e528af8a640ed51cc8aa", size = 19539, upload-time = "2024-10-08T10:39:32.955Z" },
-]
-
 [[package]]
 name = "aiofile"
 version = "3.11.1"
 source = { registry = "https://pypi.org/simple" }
-resolution-markers = [
-    "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.*'",
-]
 dependencies = [
     { name = "caio" },
 ]
@@ -72,7 +49,6 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
     { name = "aiosignal" },
-    { name = "async-timeout", marker = "python_full_version < '3.11'" },
     { name = "attrs" },
     { name = "frozenlist" },
     { name = "multidict" },
@@ -82,24 +58,6 @@ dependencies = [
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/58/d9/22ce5786ac0c1653ae8b6c23bded02c1686d11f0dbb45b31ce128e0df985/aiohttp-3.14.3.tar.gz", hash = "sha256:9491196535a88924a60afd5b5f434b5b203b6cc616250878dbdb223a8f7844bc", size = 7971213, upload-time = "2026-07-23T01:57:27.037Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/2d/4d/4a99fb425c5e0cad715eea7bd190aff46f38b959a0a2dadb993705d34b26/aiohttp-3.14.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:eb0495d778817619273c108784292be161a924b9f5ae5cbbc70a2caa6838250b", size = 765848, upload-time = "2026-07-23T01:52:08.217Z" },
-    { url = "https://files.pythonhosted.org/packages/74/e8/43b85dc55b8e950dc644babe762add781319ea881b57b33d2cce12017d12/aiohttp-3.14.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c3c200cf9757edd785051dc699c7ecbec22110dbfcb3fefc7a9f9695eda8ea7a", size = 517476, upload-time = "2026-07-23T01:52:10.846Z" },
-    { url = "https://files.pythonhosted.org/packages/7f/9e/73b582c4dbbc3c12ef4473822475effaabf1f934b56f14f5b03fe5d3a2af/aiohttp-3.14.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fd51ebf9d3a00c074df4ede271023f4d2dba289bcc740b88191872716014e3c5", size = 515334, upload-time = "2026-07-23T01:52:12.636Z" },
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From 874f34d60aaf115d9ac02b1547cf3d397ae0826d Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 30 Oct 2026 15:23:00 +0100
Subject: [PATCH 06/14] docs(readme): state Python 3.11 as the minimum

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 426e7cf07..56e795e5d 100644
--- a/README.md
+++ b/README.md
@@ -45,7 +45,7 @@ Perfect for building **RAG pipelines** with real-time retrieval, **AI agents** w
 
 ## Installation
 
-Install `redisvl` into your Python (>=3.10) environment using `pip`:
+Install `redisvl` into your Python (>=3.11) environment using `pip`:
 
 ```bash
 pip install redisvl

From 61effbf5c54a86d0fee68f727739677dc1b93a3c Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 30 Oct 2026 15:28:58 +0100
Subject: [PATCH 07/14] refactor(typing): use Self for the remaining methods
 that return their own class

---
 redisvl/mcp/settings.py     | 4 ++--
 redisvl/migration/backup.py | 8 ++++----
 redisvl/migration/models.py | 4 ++--
 redisvl/query/query.py      | 8 +++-----
 4 files changed, 11 insertions(+), 13 deletions(-)

diff --git a/redisvl/mcp/settings.py b/redisvl/mcp/settings.py
index 0ee8510b0..40aaf057c 100644
--- a/redisvl/mcp/settings.py
+++ b/redisvl/mcp/settings.py
@@ -1,4 +1,4 @@
-from typing import Any, cast
+from typing import Any, Self, cast
 
 from pydantic import Field
 from pydantic_settings import BaseSettings, SettingsConfigDict
@@ -48,7 +48,7 @@ def from_env(
         read_only: bool | None = None,
         tool_search_description: str | None = None,
         tool_upsert_description: str | None = None,
-    ) -> "MCPSettings":
+    ) -> Self:
         """Build settings from explicit overrides plus `REDISVL_MCP_*` env vars."""
         overrides: dict[str, object] = {}
         if config is not None:
diff --git a/redisvl/migration/backup.py b/redisvl/migration/backup.py
index 508eaa9c0..e7a526343 100644
--- a/redisvl/migration/backup.py
+++ b/redisvl/migration/backup.py
@@ -98,7 +98,7 @@ def create(
         target_schema_hash: Optional[str] = None,
         datatype_changes_hash: Optional[str] = None,
         plan_hash: Optional[str] = None,
-    ) -> "VectorBackup":
+    ) -> Self:
         """Create a new backup file. Raises FileExistsError if one already exists."""
         header_path = path + ".header"
         if os.path.exists(header_path):
@@ -119,7 +119,7 @@ def create(
         return backup
 
     @classmethod
-    def load(cls, path: str) -> Optional["VectorBackup"]:
+    def load(cls, path: str) -> Optional[Self]:
         """Load an existing backup from disk. Returns None if not found."""
         header_path = path + ".header"
         if not os.path.exists(header_path):
@@ -348,7 +348,7 @@ def create(
         target_schema_hash: Optional[str] = None,
         datatype_changes_hash: Optional[str] = None,
         plan_hash: Optional[str] = None,
-    ) -> "MultiWorkerBackupManifest":
+    ) -> Self:
         manifest_path = path + ".manifest"
         if os.path.exists(manifest_path):
             raise FileExistsError(f"Backup manifest already exists at {manifest_path}")
@@ -370,7 +370,7 @@ def create(
         return manifest
 
     @classmethod
-    def load(cls, path: str) -> Optional["MultiWorkerBackupManifest"]:
+    def load(cls, path: str) -> Optional[Self]:
         manifest_path = path + ".manifest"
         if not os.path.exists(manifest_path):
             return None
diff --git a/redisvl/migration/models.py b/redisvl/migration/models.py
index 1ff5865cd..0f0773147 100644
--- a/redisvl/migration/models.py
+++ b/redisvl/migration/models.py
@@ -1,6 +1,6 @@
 from __future__ import annotations
 
-from typing import Any, Dict, List, Optional
+from typing import Any, Dict, List, Optional, Self
 
 from pydantic import BaseModel, Field, model_validator
 
@@ -15,7 +15,7 @@ class FieldUpdate(BaseModel):
     options: Dict[str, Any] = Field(default_factory=dict)
 
     @model_validator(mode="after")
-    def merge_options_into_attrs(self) -> "FieldUpdate":
+    def merge_options_into_attrs(self) -> Self:
         if self.options:
             merged_attrs = dict(self.attrs)
             merged_attrs.update(self.options)
diff --git a/redisvl/query/query.py b/redisvl/query/query.py
index 2beccff26..e740d9855 100644
--- a/redisvl/query/query.py
+++ b/redisvl/query/query.py
@@ -1,5 +1,5 @@
 from enum import Enum
-from typing import Any
+from typing import Any, Self
 
 from redis.commands.search.query import Query as RedisQuery
 
@@ -134,9 +134,7 @@ def _parse_sort_spec(sort_spec: SortSpec | None) -> list[tuple[str, bool]]:
 
         return result
 
-    def sort_by(
-        self, sort_spec: SortSpec | None = None, asc: bool = True
-    ) -> "BaseQuery":
+    def sort_by(self, sort_spec: SortSpec | None = None, asc: bool = True) -> Self:
         """Set the sort order for query results.
 
         This method supports sorting by single or multiple fields. Note that Redis Search
@@ -233,7 +231,7 @@ def filter(self) -> str | FilterExpression:
         return self._filter_expression
 
     @property
-    def query(self) -> "BaseQuery":
+    def query(self) -> Self:
         """Return self as the query object."""
         return self
 

From e31bacbd56d22ff0ceab43bf20dca2d84ffb6a27 Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 30 Oct 2026 16:30:14 +0100
Subject: [PATCH 08/14] refactor(enums): make RedisVL's string enums StrEnum
 subclasses

str() and f-strings on a (str, Enum) member give "Cls.MEMBER" on Python
3.11+, so error messages and query strings built from members printed the
class name. StrEnum returns the value. Serialisation, YAML output and the
FT.CREATE arguments sent to Redis already used the value and are unchanged.

Drops the getattr(..., "value", ...) workarounds in the MCP tools and the
.value calls that existed only to format a member, and pins the visible
string form in tests/unit/test_str_enums.py.
---
 redisvl/extensions/message_history/schema.py  |   4 +-
 redisvl/mcp/errors.py                         |   4 +-
 redisvl/mcp/tools/list_indexes.py             |   2 +-
 redisvl/mcp/tools/search.py                   |   2 +-
 redisvl/mcp/tools/upsert.py                   |   3 +-
 redisvl/query/filter.py                       |   4 +-
 redisvl/query/query.py                        |   6 +-
 redisvl/schema/fields.py                      |  14 +-
 .../test_index_migrator_e2e_recovery.py       |   5 +-
 tests/integration/test_message_history.py     |  25 ++-
 tests/unit/test_str_enums.py                  | 185 ++++++++++++++++++
 11 files changed, 229 insertions(+), 25 deletions(-)
 create mode 100644 tests/unit/test_str_enums.py

diff --git a/redisvl/extensions/message_history/schema.py b/redisvl/extensions/message_history/schema.py
index 22aa22143..9c80587ec 100644
--- a/redisvl/extensions/message_history/schema.py
+++ b/redisvl/extensions/message_history/schema.py
@@ -1,5 +1,5 @@
 import warnings
-from enum import Enum
+from enum import StrEnum
 from typing import Any
 from uuid import uuid4
 
@@ -20,7 +20,7 @@
 from redisvl.utils.utils import current_timestamp
 
 
-class ChatRole(str, Enum):
+class ChatRole(StrEnum):
     """Enumeration of valid roles for a chat message."""
 
     USER = "user"
diff --git a/redisvl/mcp/errors.py b/redisvl/mcp/errors.py
index aae49576b..ef7790765 100644
--- a/redisvl/mcp/errors.py
+++ b/redisvl/mcp/errors.py
@@ -1,5 +1,5 @@
 import asyncio
-from enum import Enum
+from enum import StrEnum
 from typing import Any
 
 from pydantic import ValidationError
@@ -8,7 +8,7 @@
 from redisvl.exceptions import RedisSearchError
 
 
-class MCPErrorCode(str, Enum):
+class MCPErrorCode(StrEnum):
     """Stable internal error codes exposed by the MCP framework."""
 
     INVALID_REQUEST = "invalid_request"
diff --git a/redisvl/mcp/tools/list_indexes.py b/redisvl/mcp/tools/list_indexes.py
index a53609383..5a4dc4324 100644
--- a/redisvl/mcp/tools/list_indexes.py
+++ b/redisvl/mcp/tools/list_indexes.py
@@ -27,7 +27,7 @@ def _binding_fields(binding_runtime: BindingRuntime) -> list[dict[str, str]]:
     embed_source = binding_runtime.binding.runtime.default_embed_text_field
     fields: list[dict[str, str]] = []
     for field in binding_runtime.schema.fields.values():
-        field_type = str(getattr(field.type, "value", field.type))
+        field_type = str(field.type)
         if field_type.lower() == "vector":
             continue
         if field.name == embed_source:
diff --git a/redisvl/mcp/tools/search.py b/redisvl/mcp/tools/search.py
index 38ab4076a..556521b08 100644
--- a/redisvl/mcp/tools/search.py
+++ b/redisvl/mcp/tools/search.py
@@ -40,7 +40,7 @@ def _build_filter_hint(
     that the model never sees the knob.
     """
     filter_fields = [
-        f"{field.name}({getattr(field.type, 'value', field.type)})"
+        f"{field.name}({field.type})"
         for field in schema.fields.values()
         if field.type in _DSL_FILTER_FIELD_TYPES and field.name not in exclude
     ]
diff --git a/redisvl/mcp/tools/upsert.py b/redisvl/mcp/tools/upsert.py
index f079e923c..a34041d02 100644
--- a/redisvl/mcp/tools/upsert.py
+++ b/redisvl/mcp/tools/upsert.py
@@ -184,8 +184,7 @@ async def _embed_many(vectorizer: Any, contents: list[str]) -> list[list[float]]
 def _vector_dtype(rt: Any) -> str:
     """Resolve the binding's vector field datatype as a lowercase string."""
     field = rt.binding.get_vector_field(rt.schema)
-    datatype = getattr(field.attrs.datatype, "value", field.attrs.datatype)
-    return str(datatype).lower()
+    return str(field.attrs.datatype).lower()
 
 
 def _validation_schema_for_record(
diff --git a/redisvl/query/filter.py b/redisvl/query/filter.py
index 616ef45ac..6411bd567 100644
--- a/redisvl/query/filter.py
+++ b/redisvl/query/filter.py
@@ -2,7 +2,7 @@
 import math
 import numbers
 import re
-from enum import Enum
+from enum import Enum, StrEnum
 from functools import wraps
 from typing import Any, Callable
 
@@ -12,7 +12,7 @@
 # mypy: disable-error-code="override"
 
 
-class Inclusive(str, Enum):
+class Inclusive(StrEnum):
     """Enum for valid inclusive options"""
 
     BOTH = "both"
diff --git a/redisvl/query/query.py b/redisvl/query/query.py
index e740d9855..ce5c001b0 100644
--- a/redisvl/query/query.py
+++ b/redisvl/query/query.py
@@ -1,4 +1,4 @@
-from enum import Enum
+from enum import StrEnum
 from typing import Any, Self
 
 from redis.commands.search.query import Query as RedisQuery
@@ -429,7 +429,7 @@ class BaseVectorQuery:
     _normalize_vector_distance: bool = False
 
 
-class HybridPolicy(str, Enum):
+class HybridPolicy(StrEnum):
     """Enum for valid hybrid policy options in vector queries."""
 
     BATCHES = "BATCHES"
@@ -592,7 +592,7 @@ def _build_query_string(self) -> str:
 
         # Add hybrid policy parameters if specified
         if self._hybrid_policy:
-            knn_query += f" HYBRID_POLICY {self._hybrid_policy.value}"
+            knn_query += f" HYBRID_POLICY {self._hybrid_policy}"
 
             # Add batch size if specified and using BATCHES policy
             if self._hybrid_policy == HybridPolicy.BATCHES and self._batch_size:
diff --git a/redisvl/schema/fields.py b/redisvl/schema/fields.py
index 0a414ac97..c3ec33cb9 100644
--- a/redisvl/schema/fields.py
+++ b/redisvl/schema/fields.py
@@ -34,7 +34,7 @@
     - Vector Search: https://redis.io/docs/interact/search-and-query/advanced-concepts/vectors/
 """
 
-from enum import Enum
+from enum import StrEnum
 from typing import Any, Literal
 
 from pydantic import BaseModel, Field, field_validator, model_validator
@@ -57,7 +57,7 @@
 }
 
 
-class FieldTypes(str, Enum):
+class FieldTypes(StrEnum):
     TAG = "tag"
     TEXT = "text"
     NUMERIC = "numeric"
@@ -65,13 +65,13 @@ class FieldTypes(str, Enum):
     VECTOR = "vector"
 
 
-class VectorDistanceMetric(str, Enum):
+class VectorDistanceMetric(StrEnum):
     COSINE = "COSINE"
     L2 = "L2"
     IP = "IP"
 
 
-class VectorDataType(str, Enum):
+class VectorDataType(StrEnum):
     BFLOAT16 = "BFLOAT16"
     FLOAT16 = "FLOAT16"
     FLOAT32 = "FLOAT32"
@@ -80,13 +80,13 @@ class VectorDataType(str, Enum):
     UINT8 = "UINT8"
 
 
-class VectorIndexAlgorithm(str, Enum):
+class VectorIndexAlgorithm(StrEnum):
     FLAT = "FLAT"
     HNSW = "HNSW"
     SVS_VAMANA = "SVS-VAMANA"
 
 
-class CompressionType(str, Enum):
+class CompressionType(StrEnum):
     """Vector compression types for SVS-VAMANA algorithm"""
 
     LVQ4 = "LVQ4"
@@ -321,7 +321,7 @@ def validate_svs_params(self):
             if not self.compression.value.startswith("LeanVec"):
                 raise ValueError(
                     f"reduce parameter is only supported with LeanVec compression types. "
-                    f"Got compression={self.compression.value}. "
+                    f"Got compression={self.compression}. "
                     f"Either use LeanVec4x8/LeanVec8x8 or remove the reduce parameter."
                 )
 
diff --git a/tests/integration/test_index_migrator_e2e_recovery.py b/tests/integration/test_index_migrator_e2e_recovery.py
index 878d072c0..8749af3ca 100644
--- a/tests/integration/test_index_migrator_e2e_recovery.py
+++ b/tests/integration/test_index_migrator_e2e_recovery.py
@@ -536,9 +536,6 @@ def test_json_same_width_datatype_change_is_schema_only_end_to_end(
         live_index = SearchIndex.from_existing(index_name, redis_url=redis_url)
         vector_field = live_index.schema.fields.get("embedding")
         assert vector_field is not None
-        datatype = getattr(
-            vector_field.attrs.datatype, "value", vector_field.attrs.datatype
-        )
-        assert str(datatype).lower() == "bfloat16"
+        assert str(vector_field.attrs.datatype).lower() == "bfloat16"
     finally:
         _cleanup(redis_url, client, index_name, prefix)
diff --git a/tests/integration/test_message_history.py b/tests/integration/test_message_history.py
index e733c9346..7d9a4eea3 100644
--- a/tests/integration/test_message_history.py
+++ b/tests/integration/test_message_history.py
@@ -5,7 +5,11 @@
 from redis.exceptions import ConnectionError, NoPermissionError
 
 from redisvl.extensions.constants import ID_FIELD_NAME
-from redisvl.extensions.message_history import MessageHistory, SemanticMessageHistory
+from redisvl.extensions.message_history import (
+    ChatRole,
+    MessageHistory,
+    SemanticMessageHistory,
+)
 from tests.conftest import skip_if_no_redis_search
 
 
@@ -306,6 +310,25 @@ def test_standard_get_raw(standard_history):
     assert raw[1]["content"] == "first response"
 
 
+def test_standard_chat_role_members_round_trip(standard_history, client):
+    standard_history.add_messages(
+        [
+            {"role": ChatRole.USER, "content": "prompt"},
+            {"role": ChatRole.TOOL, "content": "tool output", "tool_call_id": "t1"},
+            {"role": ChatRole.ASSISTANT, "content": "response"},
+        ]
+    )
+
+    raw = standard_history.get_recent(raw=True)
+    stored = [
+        client.hget(standard_history._index.key(m[ID_FIELD_NAME]), "role") for m in raw
+    ]
+    assert stored == [b"user", b"tool", b"assistant"]
+
+    by_role = standard_history.get_recent(role=[ChatRole.USER, ChatRole.TOOL])
+    assert [m["role"] for m in by_role] == ["user", "tool"]
+
+
 def test_standard_drop(standard_history):
     standard_history.store("first prompt", "first response")
     standard_history.store("second prompt", "second response")
diff --git a/tests/unit/test_str_enums.py b/tests/unit/test_str_enums.py
new file mode 100644
index 000000000..94af44a67
--- /dev/null
+++ b/tests/unit/test_str_enums.py
@@ -0,0 +1,185 @@
+"""Pin the visible string form of RedisVL's string enums.
+
+These enums are ``StrEnum`` subclasses, so ``str()`` and f-strings give the
+member's value. Serialisation (pydantic, YAML, the FT.CREATE arguments sent to
+Redis) went through the value before the move from ``(str, Enum)`` and must
+not change.
+"""
+
+import json
+from enum import StrEnum
+
+import pytest
+import yaml
+from redis.connection import Encoder
+
+from redisvl.extensions.message_history.schema import ChatMessage, ChatRole
+from redisvl.mcp.errors import MCPErrorCode, map_exception
+from redisvl.query import VectorQuery
+from redisvl.query.filter import Inclusive, Num, Tag
+from redisvl.query.query import HybridPolicy
+from redisvl.schema import IndexSchema
+from redisvl.schema.fields import (
+    CompressionType,
+    FieldTypes,
+    VectorDataType,
+    VectorDistanceMetric,
+    VectorIndexAlgorithm,
+)
+from redisvl.schema.validation import validate_object
+
+STR_ENUMS = [
+    MCPErrorCode,
+    ChatRole,
+    FieldTypes,
+    VectorDistanceMetric,
+    VectorDataType,
+    VectorIndexAlgorithm,
+    CompressionType,
+    HybridPolicy,
+    Inclusive,
+]
+
+
+@pytest.mark.parametrize(
+    "member", [m for cls in STR_ENUMS for m in cls], ids=lambda m: repr(m)
+)
+def test_member_stringifies_to_its_value(member):
+    assert isinstance(member, StrEnum)
+    assert str(member) == f"{member}" == "%s" % member == member.value
+
+
+def _schema(**index):
+    return IndexSchema.from_dict(
+        {
+            "index": {"name": "enums", "prefix": "enums", **index},
+            "fields": [
+                {"name": "tag", "type": "tag"},
+                {
+                    "name": "flat",
+                    "type": "vector",
+                    "attrs": {
+                        "algorithm": "flat",
+                        "dims": 4,
+                        "datatype": "int8",
+                        "distance_metric": "l2",
+                    },
+                },
+                {
+                    "name": "svs",
+                    "type": "vector",
+                    "attrs": {
+                        "algorithm": "svs-vamana",
+                        "dims": 8,
+                        "datatype": "float16",
+                        "distance_metric": "ip",
+                        "compression": "LeanVec4x8",
+                        "reduce": 4,
+                    },
+                },
+            ],
+        }
+    )
+
+
+def test_ft_create_arguments_encode_member_values():
+    encoder = Encoder("utf-8", "strict", False)
+    fields = _schema(storage_type="json").fields
+
+    def encoded(name):
+        return [encoder.encode(a) for a in fields[name].as_redis_field().redis_args()]
+
+    assert encoded("tag")[3] == b"TAG"
+    assert encoded("flat") == [
+        *(b"$.flat", b"AS", b"flat", b"VECTOR", b"FLAT", b"6"),
+        *(b"TYPE", b"INT8", b"DIM", b"4", b"DISTANCE_METRIC", b"L2"),
+    ]
+    svs = encoded("svs")
+    assert svs[3:5] == [b"VECTOR", b"SVS-VAMANA"]
+    assert svs[svs.index(b"TYPE") + 1] == b"FLOAT16"
+    assert svs[svs.index(b"DISTANCE_METRIC") + 1] == b"IP"
+    assert svs[svs.index(b"COMPRESSION") + 1] == b"LeanVec4x8"
+
+
+def test_schema_serialisation_uses_member_values(tmp_path):
+    schema = _schema()
+
+    flat = schema.model_dump(mode="json")["fields"]["flat"]
+    assert flat["type"] == "vector"
+    assert flat["attrs"]["algorithm"] == "FLAT"
+    assert flat["attrs"]["datatype"] == "INT8"
+    assert flat["attrs"]["distance_metric"] == "L2"
+    svs_attrs = schema.fields["svs"].attrs
+    assert svs_attrs.model_dump(mode="json")["compression"] == "LeanVec4x8"
+    assert svs_attrs.model_dump()["compression"] == "LeanVec4x8"
+
+    as_dict = schema.to_dict()
+    schema.to_yaml(str(tmp_path / "schema.yaml"))
+    assert yaml.safe_load((tmp_path / "schema.yaml").read_text()) == as_dict
+    flat_attrs = next(f for f in as_dict["fields"] if f["name"] == "flat")["attrs"]
+    assert flat_attrs["algorithm"] == "flat"
+    assert flat_attrs["datatype"] == "int8"
+    assert flat_attrs["distance_metric"] == "l2"
+
+
+def test_error_messages_name_the_value():
+    with pytest.raises(ValueError, match=r"Got: INT8\. "):
+        IndexSchema.from_dict(
+            {
+                "index": {"name": "e", "prefix": "e"},
+                "fields": [
+                    {
+                        "name": "v",
+                        "type": "vector",
+                        "attrs": {
+                            "algorithm": "svs-vamana",
+                            "dims": 4,
+                            "datatype": "int8",
+                        },
+                    }
+                ],
+            }
+        )
+
+
+def test_int8_range_check_matches_the_datatype():
+    # validation.py compares str(datatype).upper() with "INT8", which only
+    # matched once str() returned the value.
+    schema = IndexSchema.from_dict(
+        {
+            "index": {"name": "v", "prefix": "v", "storage_type": "json"},
+            "fields": [
+                {
+                    "name": "v",
+                    "type": "vector",
+                    "attrs": {"algorithm": "flat", "dims": 2, "datatype": "int8"},
+                }
+            ],
+        }
+    )
+    with pytest.raises(ValueError, match="INT8 range"):
+        validate_object(schema, {"v": [999, -999]})
+
+
+def test_query_strings_use_member_values():
+    assert str(Tag("role") == [ChatRole.USER, ChatRole.TOOL]) == "@role:{user|tool}"
+    assert str(Num("n").between(1, 2, inclusive=Inclusive.LEFT)) == "@n:[1 (2]"
+
+    query = VectorQuery([0.1, 0.2], "v", hybrid_policy="BATCHES", batch_size=10)
+    assert "HYBRID_POLICY BATCHES BATCH_SIZE 10" in str(query)
+    assert query.hybrid_policy == "BATCHES"
+
+
+def test_chat_role_is_stored_as_its_value():
+    message = ChatMessage(role="user", content="hi", session_tag="s")
+    encoder = Encoder("utf-8", "strict", False)
+
+    assert encoder.encode(message.to_dict()["role"]) == b"user"
+    assert message.model_dump(mode="json")["role"] == "user"
+
+
+def test_mcp_error_code_serialises_as_its_value():
+    code = map_exception(ValueError("bad")).code
+
+    assert str(code) == "invalid_request"
+    assert json.dumps({"code": code}) == '{"code": "invalid_request"}'

From f9658e8850ebe2d37cc24fcfca5276fd834821cd Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 30 Oct 2026 16:36:31 +0100
Subject: [PATCH 09/14] test(enums): drop StrEnum pins that could not fail

The hybrid-policy, stored-role and MCP error-code checks passed under
(str, Enum) as well and duplicate existing coverage; the integration test
already pins the stored ChatRole bytes.
---
 tests/unit/test_str_enums.py | 26 ++------------------------
 1 file changed, 2 insertions(+), 24 deletions(-)

diff --git a/tests/unit/test_str_enums.py b/tests/unit/test_str_enums.py
index 94af44a67..82db0af4e 100644
--- a/tests/unit/test_str_enums.py
+++ b/tests/unit/test_str_enums.py
@@ -6,16 +6,14 @@
 not change.
 """
 
-import json
 from enum import StrEnum
 
 import pytest
 import yaml
 from redis.connection import Encoder
 
-from redisvl.extensions.message_history.schema import ChatMessage, ChatRole
-from redisvl.mcp.errors import MCPErrorCode, map_exception
-from redisvl.query import VectorQuery
+from redisvl.extensions.message_history.schema import ChatRole
+from redisvl.mcp.errors import MCPErrorCode
 from redisvl.query.filter import Inclusive, Num, Tag
 from redisvl.query.query import HybridPolicy
 from redisvl.schema import IndexSchema
@@ -111,7 +109,6 @@ def test_schema_serialisation_uses_member_values(tmp_path):
     assert flat["attrs"]["distance_metric"] == "L2"
     svs_attrs = schema.fields["svs"].attrs
     assert svs_attrs.model_dump(mode="json")["compression"] == "LeanVec4x8"
-    assert svs_attrs.model_dump()["compression"] == "LeanVec4x8"
 
     as_dict = schema.to_dict()
     schema.to_yaml(str(tmp_path / "schema.yaml"))
@@ -164,22 +161,3 @@ def test_int8_range_check_matches_the_datatype():
 def test_query_strings_use_member_values():
     assert str(Tag("role") == [ChatRole.USER, ChatRole.TOOL]) == "@role:{user|tool}"
     assert str(Num("n").between(1, 2, inclusive=Inclusive.LEFT)) == "@n:[1 (2]"
-
-    query = VectorQuery([0.1, 0.2], "v", hybrid_policy="BATCHES", batch_size=10)
-    assert "HYBRID_POLICY BATCHES BATCH_SIZE 10" in str(query)
-    assert query.hybrid_policy == "BATCHES"
-
-
-def test_chat_role_is_stored_as_its_value():
-    message = ChatMessage(role="user", content="hi", session_tag="s")
-    encoder = Encoder("utf-8", "strict", False)
-
-    assert encoder.encode(message.to_dict()["role"]) == b"user"
-    assert message.model_dump(mode="json")["role"] == "user"
-
-
-def test_mcp_error_code_serialises_as_its_value():
-    code = map_exception(ValueError("bad")).code
-
-    assert str(code) == "invalid_request"
-    assert json.dumps({"code": code}) == '{"code": "invalid_request"}'

From 355dcbb04236afae2c81c32a95fdbb317f1742e9 Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 30 Oct 2026 16:20:59 +0100
Subject: [PATCH 10/14] fix(mcp): share one startup deadline across connect and
 INFO

_connect_redis_client wrapped the connection and the first INFO in
separate asyncio.wait_for calls, so a slow server could hold startup for
up to twice runtime.startup_timeout_seconds before failing. Both now run
under one asyncio.timeout block. The raised exception is still
TimeoutError, which map_exception already handles.

A client that connected but then failed or timed out on INFO was never
closed; it is now closed before the error propagates.
---
 docs/user_guide/how_to_guides/mcp.md |  1 +
 redisvl/mcp/server.py                | 21 +++++++----
 tests/unit/test_mcp/test_server.py   | 52 ++++++++++++++++++++++++++++
 3 files changed, 67 insertions(+), 7 deletions(-)

diff --git a/docs/user_guide/how_to_guides/mcp.md b/docs/user_guide/how_to_guides/mcp.md
index bc0909bbc..9d7320dd4 100644
--- a/docs/user_guide/how_to_guides/mcp.md
+++ b/docs/user_guide/how_to_guides/mcp.md
@@ -193,6 +193,7 @@ indexes:
 - `runtime.default_embed_text_field` is only required when the server should generate embeddings during upsert
 - `vectorizer` is required for query embedding and server-side embedding, but optional for fulltext-only configs
 - `runtime.max_result_window` caps deep paging by limiting the maximum `offset + limit`
+- `runtime.startup_timeout_seconds` bounds each startup step for the binding: connecting to Redis and the first `INFO` share one deadline, then reading the index and building the vectorizer each get their own
 - `schema_overrides` is only for patching incomplete field attrs discovered from Redis
 
 ### Fulltext-Only Config
diff --git a/redisvl/mcp/server.py b/redisvl/mcp/server.py
index 69c83abcf..6b6655b0d 100644
--- a/redisvl/mcp/server.py
+++ b/redisvl/mcp/server.py
@@ -810,13 +810,20 @@ async def _connect_redis_client(self, timeout: int) -> Any:
         if self.config is None:
             raise RuntimeError("MCP server config not loaded")
 
-        client = await asyncio.wait_for(
-            RedisConnectionFactory._get_aredis_connection(
-                redis_url=self.config.server.redis_url
-            ),
-            timeout=timeout,
-        )
-        await asyncio.wait_for(client.info("server"), timeout=timeout)
+        # Connecting and the first INFO share one deadline, so a slow server
+        # fails startup within ``timeout`` rather than up to twice that.
+        client: Any = None
+        try:
+            async with asyncio.timeout(timeout):
+                client = await RedisConnectionFactory._get_aredis_connection(
+                    redis_url=self.config.server.redis_url
+                )
+                await client.info("server")
+        except BaseException:
+            # The caller only takes ownership of a client that answered INFO.
+            if client is not None:
+                await client.aclose()
+            raise
         return client
 
     async def _load_effective_schema(
diff --git a/tests/unit/test_mcp/test_server.py b/tests/unit/test_mcp/test_server.py
index 1d6bc539b..35d393823 100644
--- a/tests/unit/test_mcp/test_server.py
+++ b/tests/unit/test_mcp/test_server.py
@@ -477,3 +477,55 @@ async def test_shutdown_after_stop_is_idempotent():
     await server.shutdown()
 
     assert server._lifecycle_state.name == "STOPPED"
+
+
+class _SlowInfoClient:
+    def __init__(self, info_delay: float):
+        self.info_delay = info_delay
+        self.aclose_calls = 0
+
+    async def info(self, section):
+        await asyncio.sleep(self.info_delay)
+        return {"redis_version": "8.0.0"}
+
+    async def aclose(self):
+        self.aclose_calls += 1
+
+
+def _patch_slow_connect(monkeypatch, client, connect_delay: float):
+    async def slow_connect(redis_url=None, **kwargs):
+        await asyncio.sleep(connect_delay)
+        return client
+
+    monkeypatch.setattr(
+        "redisvl.mcp.server.RedisConnectionFactory._get_aredis_connection",
+        slow_connect,
+    )
+
+
+@pytest.mark.asyncio
+async def test_connect_redis_client_shares_one_deadline(monkeypatch):
+    # Each step fits the timeout alone, but not both together.
+    client = _SlowInfoClient(info_delay=0.15)
+    _patch_slow_connect(monkeypatch, client, connect_delay=0.15)
+    server = RedisVLMCPServer(_dummy_settings())
+    server.config = _startup_config()
+
+    loop = asyncio.get_running_loop()
+    started = loop.time()
+    with pytest.raises(TimeoutError):
+        await server._connect_redis_client(0.2)
+
+    assert loop.time() - started < 0.3
+    assert client.aclose_calls == 1
+
+
+@pytest.mark.asyncio
+async def test_connect_redis_client_returns_client_within_deadline(monkeypatch):
+    client = _SlowInfoClient(info_delay=0.05)
+    _patch_slow_connect(monkeypatch, client, connect_delay=0.05)
+    server = RedisVLMCPServer(_dummy_settings())
+    server.config = _startup_config()
+
+    assert await server._connect_redis_client(1) is client
+    assert client.aclose_calls == 0

From 45ae85ab55c5c7726d5a898e27dbb45d2cb6a90e Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 30 Oct 2026 16:24:41 +0100
Subject: [PATCH 11/14] fix(migration): cancel sibling quantize workers when
 one fails

async_multi_worker_quantize ran its workers under asyncio.gather, which
raised the first worker's exception while the others kept reading from
and writing to Redis after the caller had been told the run failed. It
now runs them in an asyncio.TaskGroup, so the siblings are cancelled and
have closed their connections before the error propagates.

Callers keep the old contract. The TaskGroup's ExceptionGroup is
unwrapped and the first worker exception is raised as is; any others
that failed in the same instant are logged. Without that, the async
executor's report would read 'unhandled errors in a TaskGroup' instead
of the worker's own message.

A cancelled worker stops at an awaited pipeline call, and every backup
write between those awaits is synchronous, so its shard records only
whole batches. Resume re-reads an unrecorded dump batch and re-converts
an unrecorded quantize batch from the stored originals, which is
idempotent. Tests cover both cancellation points and the resume.
---
 .../how_to_guides/migrate-indexes.md          |   4 +-
 redisvl/migration/async_executor.py           |   5 +-
 redisvl/migration/quantize.py                 |  58 ++++--
 tests/unit/test_multi_worker_quantize.py      | 167 ++++++++++++++++++
 4 files changed, 213 insertions(+), 21 deletions(-)

diff --git a/docs/user_guide/how_to_guides/migrate-indexes.md b/docs/user_guide/how_to_guides/migrate-indexes.md
index f9cd2df52..91d750399 100644
--- a/docs/user_guide/how_to_guides/migrate-indexes.md
+++ b/docs/user_guide/how_to_guides/migrate-indexes.md
@@ -887,7 +887,9 @@ backup is written *before* the index is dropped, so a crash at any point
 leaves a complete backup on disk. In multi-worker mode, dump and quantize
 are fused (each worker reads, backs up, and converts its shard in one pass
 *after* the index drop). A crash during this fused phase may leave partial
-backup shards. Re-running detects and resumes from partial state.
+backup shards. Re-running detects and resumes from partial state. With
+`AsyncMigrationExecutor`, the first worker to fail cancels the others, so no
+shard is still being written when the migration reports the failure.
 ```
 
 ### Rollback
diff --git a/redisvl/migration/async_executor.py b/redisvl/migration/async_executor.py
index 24237656a..a5fc19776 100644
--- a/redisvl/migration/async_executor.py
+++ b/redisvl/migration/async_executor.py
@@ -564,8 +564,9 @@ async def apply(
 
         Async counterpart of :meth:`MigrationExecutor.apply`. Uses
         ``await`` for Redis I/O so the event loop remains responsive during
-        large quantization jobs. Multi-worker quantization uses
-        ``asyncio.gather`` with independent connections.
+        large quantization jobs. Multi-worker quantization runs in an
+        ``asyncio.TaskGroup`` with independent connections, so one worker's
+        failure cancels the rest.
 
         Args:
             plan: The migration plan to apply (from
diff --git a/redisvl/migration/quantize.py b/redisvl/migration/quantize.py
index 02de574ed..a35b83cff 100644
--- a/redisvl/migration/quantize.py
+++ b/redisvl/migration/quantize.py
@@ -4,7 +4,7 @@
 the per-key HGET loop with batched pipeline operations.
 
 Also provides multi-worker orchestration for parallel quantization
-using ThreadPoolExecutor (sync) or asyncio.gather (async).
+using ThreadPoolExecutor (sync) or asyncio.TaskGroup (async).
 """
 
 import hashlib
@@ -538,9 +538,19 @@ async def async_multi_worker_quantize(
     progress_callback: Optional[Callable[[str, int, int], None]] = None,
     worker_backup_paths: Optional[List[str]] = None,
 ) -> MultiWorkerResult:
-    """Orchestrate async multi-worker quantization via asyncio.gather.
+    """Orchestrate async multi-worker quantization via asyncio.TaskGroup.
 
     Each worker gets its own async Redis connection and backup file shard.
+    If a worker fails, its siblings are cancelled, and each closes its
+    connection, before the failure is raised, so no worker is still writing
+    once the caller sees the error. A cancelled worker's shard records only
+    whole batches, so a later run resumes it like any interrupted shard.
+
+    Raises:
+        Exception: The failing worker's own exception, not an
+            ``ExceptionGroup``. If several workers fail before the
+            cancellation reaches them, the first is raised and the rest
+            are logged.
     """
     import asyncio
 
@@ -562,22 +572,34 @@ async def async_multi_worker_quantize(
             f"({len(worker_backup_paths)} != {actual_workers})"
         )
 
-    coroutines = [
-        _async_worker_quantize(
-            worker_id=i,
-            redis_url=redis_url,
-            keys=slices[i],
-            datatype_changes=datatype_changes,
-            backup_path=worker_backup_paths[i],
-            index_name=index_name,
-            batch_size=batch_size,
-            progress_callback=progress_callback,
-        )
-        for i in range(actual_workers)
-    ]
-
-    results = await asyncio.gather(*coroutines)
-    worker_results = list(results)
+    failure: Exception | None = None
+    try:
+        async with asyncio.TaskGroup() as group:
+            tasks = [
+                group.create_task(
+                    _async_worker_quantize(
+                        worker_id=i,
+                        redis_url=redis_url,
+                        keys=slices[i],
+                        datatype_changes=datatype_changes,
+                        backup_path=worker_backup_paths[i],
+                        index_name=index_name,
+                        batch_size=batch_size,
+                        progress_callback=progress_callback,
+                    )
+                )
+                for i in range(actual_workers)
+            ]
+    except ExceptionGroup as group_error:
+        failure = group_error.exceptions[0]
+        for other in group_error.exceptions[1:]:
+            logger.error("Another quantization worker also failed", exc_info=other)
+    if failure is not None:
+        # Raised outside the except block so the worker's traceback and cause
+        # reach the caller unchanged, as they did under asyncio.gather.
+        raise failure
+
+    worker_results = [task.result() for task in tasks]
     total_docs = sum(r["docs"] for r in worker_results)
 
     return MultiWorkerResult(
diff --git a/tests/unit/test_multi_worker_quantize.py b/tests/unit/test_multi_worker_quantize.py
index 8a3808b30..87674fc56 100644
--- a/tests/unit/test_multi_worker_quantize.py
+++ b/tests/unit/test_multi_worker_quantize.py
@@ -9,10 +9,12 @@
   - Progress aggregation
 """
 
+import asyncio
 import struct
 from unittest.mock import MagicMock, patch
 
 import pytest
+from redis.exceptions import ConnectionError as RedisConnectionError
 
 
 def _make_float32_vector(dims: int = 4, seed: float = 0.0) -> bytes:
@@ -364,3 +366,168 @@ async def test_async_worker_loads_existing_backup(self, tmp_path):
                 fields=dt_changes,
                 batch_size=2,
             )
+
+
+class _FakeAsyncRedis:
+    """Hash store shared by every worker; ``on_execute`` may fail or stall."""
+
+    def __init__(self, store, on_execute):
+        self.store = store
+        self.on_execute = on_execute
+        self.closed = False
+
+    def pipeline(self, transaction=False):
+        return _FakePipeline(self)
+
+    async def aclose(self):
+        self.closed = True
+
+
+class _FakePipeline:
+    def __init__(self, client):
+        self.client = client
+        self.ops = []
+
+    def hget(self, key, field):
+        self.ops.append(("hget", key, field))
+
+    def hset(self, key, mapping):
+        self.ops.append(("hset", key, mapping))
+
+    async def execute(self):
+        results = []
+        for op, key, arg in self.ops:
+            if op == "hget":
+                results.append(self.client.store.get(key, {}).get(arg))
+            else:
+                self.client.store.setdefault(key, {}).update(arg)
+                results.append(len(arg))
+        # Runs after the commands land, like a reply lost after Redis applied them.
+        await self.client.on_execute(self.ops)
+        return results
+
+
+class _WorkerFailure:
+    """Worker 0 fails once workers 1 and 2 are stalled inside their second batch.
+
+    Keys are ``doc:0``..``doc:11``: three workers of four keys each, in
+    batches of two.
+    """
+
+    def __init__(self, op):
+        self.op = op
+        self.stalled = 0
+        self.siblings_stalled = asyncio.Event()
+        self.cancelled = []
+
+    async def on_execute(self, ops):
+        op, key, _ = ops[0]
+        if op != self.op:
+            return
+        doc = int(key.split(":")[1])
+        worker = doc // 4
+        if worker == 0:
+            await self.siblings_stalled.wait()
+            raise RedisConnectionError("worker 0 lost its connection")
+        if doc % 4 == 2:
+            self.stalled += 1
+            if self.stalled == 2:
+                self.siblings_stalled.set()
+            try:
+                await asyncio.Event().wait()
+            except asyncio.CancelledError:
+                self.cancelled.append(worker)
+                raise
+
+
+async def _healthy(ops):
+    return None
+
+
+class TestAsyncMultiWorkerFailure:
+    """One worker's failure cancels its siblings, and the shards still resume."""
+
+    DATATYPE_CHANGES = {
+        "embedding": {"source": "float32", "target": "float16", "dims": 4}
+    }
+
+    def _run(self, store, on_execute, tmp_path, clients):
+        from redisvl.migration.quantize import async_multi_worker_quantize
+
+        def from_url(url):
+            client = _FakeAsyncRedis(store, on_execute)
+            clients.append(client)
+            return client
+
+        async def run():
+            with patch("redis.asyncio.from_url", from_url):
+                async with asyncio.timeout(5):
+                    return await async_multi_worker_quantize(
+                        redis_url="redis://localhost:6379",
+                        keys=[f"doc:{i}" for i in range(12)],
+                        datatype_changes=self.DATATYPE_CHANGES,
+                        backup_dir=str(tmp_path),
+                        index_name="idx",
+                        num_workers=3,
+                        batch_size=2,
+                    )
+
+        return run()
+
+    @pytest.mark.asyncio
+    @pytest.mark.parametrize(
+        "op, dump_batches, quantized_batches",
+        [("hget", 1, 0), ("hset", 2, 1)],
+        ids=["during-dump", "during-quantize"],
+    )
+    async def test_failure_cancels_siblings_and_backups_resume(
+        self, tmp_path, op, dump_batches, quantized_batches
+    ):
+        from redisvl.migration.backup import VectorBackup
+        from redisvl.migration.quantize import (
+            build_worker_backup_paths,
+            convert_vectors,
+        )
+
+        originals = {
+            f"doc:{i}": {"embedding": _make_float32_vector(4, seed=float(i))}
+            for i in range(12)
+        }
+        store = {key: dict(fields) for key, fields in originals.items()}
+        scenario = _WorkerFailure(op)
+        clients = []
+
+        with pytest.raises(RedisConnectionError, match="worker 0"):
+            await self._run(store, scenario.on_execute, tmp_path, clients)
+
+        # The siblings were cancelled before the error surfaced, not left running.
+        assert sorted(scenario.cancelled) == [1, 2]
+        assert len(clients) == 3
+        assert all(client.closed for client in clients)
+
+        # Each cancelled shard recorded only the batches it finished.
+        paths = build_worker_backup_paths(str(tmp_path), "idx", 3)
+        for path in paths[1:]:
+            header = VectorBackup.load(path).header
+            assert header.dump_completed_batches == dump_batches
+            assert header.quantize_completed_batches == quantized_batches
+
+        result = await self._run(store, _healthy, tmp_path, [])
+
+        assert result.total_docs_quantized == 12
+        assert all(VectorBackup.load(p).header.phase == "completed" for p in paths)
+        assert store == convert_vectors(originals, self.DATATYPE_CHANGES)
+
+    @pytest.mark.asyncio
+    async def test_simultaneous_failures_raise_the_first_not_a_group(
+        self, tmp_path, caplog
+    ):
+        store = {f"doc:{i}": {"embedding": _make_float32_vector(4)} for i in range(12)}
+
+        async def every_worker_fails(ops):
+            raise RedisConnectionError(f"failed at {ops[0][1]}")
+
+        with pytest.raises(RedisConnectionError, match="failed at"):
+            await self._run(store, every_worker_fails, tmp_path, [])
+
+        assert caplog.text.count("Another quantization worker also failed") == 2

From 116b6816ad90fbf7f2f26020cc9a169a397a2b8b Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 30 Oct 2026 16:35:08 +0100
Subject: [PATCH 12/14] docs(mcp,migration): narrow the timeout and
 cancellation claims

The MCP guide now names the three startup steps that
runtime.startup_timeout_seconds bounds, since the native-hybrid probe
runs without one. The migration guide says cancellation applies with
--async and that the sync executor lets sibling workers finish.

The shared-deadline test drops a wall-clock bound that the TimeoutError
already proves, and the simultaneous-failure test pins that the first
worker's error is the one raised.
---
 docs/user_guide/how_to_guides/mcp.md             | 2 +-
 docs/user_guide/how_to_guides/migrate-indexes.md | 5 +++--
 tests/unit/test_mcp/test_server.py               | 3 ---
 tests/unit/test_multi_worker_quantize.py         | 2 +-
 4 files changed, 5 insertions(+), 7 deletions(-)

diff --git a/docs/user_guide/how_to_guides/mcp.md b/docs/user_guide/how_to_guides/mcp.md
index 9d7320dd4..eceb0b4f8 100644
--- a/docs/user_guide/how_to_guides/mcp.md
+++ b/docs/user_guide/how_to_guides/mcp.md
@@ -193,7 +193,7 @@ indexes:
 - `runtime.default_embed_text_field` is only required when the server should generate embeddings during upsert
 - `vectorizer` is required for query embedding and server-side embedding, but optional for fulltext-only configs
 - `runtime.max_result_window` caps deep paging by limiting the maximum `offset + limit`
-- `runtime.startup_timeout_seconds` bounds each startup step for the binding: connecting to Redis and the first `INFO` share one deadline, then reading the index and building the vectorizer each get their own
+- `runtime.startup_timeout_seconds` bounds three startup steps for the binding: connecting to Redis together with the first `INFO`, which share one deadline, then reading the index, then building the vectorizer
 - `schema_overrides` is only for patching incomplete field attrs discovered from Redis
 
 ### Fulltext-Only Config
diff --git a/docs/user_guide/how_to_guides/migrate-indexes.md b/docs/user_guide/how_to_guides/migrate-indexes.md
index 91d750399..1a4e2a64c 100644
--- a/docs/user_guide/how_to_guides/migrate-indexes.md
+++ b/docs/user_guide/how_to_guides/migrate-indexes.md
@@ -888,8 +888,9 @@ leaves a complete backup on disk. In multi-worker mode, dump and quantize
 are fused (each worker reads, backs up, and converts its shard in one pass
 *after* the index drop). A crash during this fused phase may leave partial
 backup shards. Re-running detects and resumes from partial state. With
-`AsyncMigrationExecutor`, the first worker to fail cancels the others, so no
-shard is still being written when the migration reports the failure.
+`--async` (`AsyncMigrationExecutor`), the first worker to fail cancels the
+others; the sync executor lets them finish their shards. Either way, no shard
+is still being written when the migration reports the failure.
 ```
 
 ### Rollback
diff --git a/tests/unit/test_mcp/test_server.py b/tests/unit/test_mcp/test_server.py
index 35d393823..ddca86aeb 100644
--- a/tests/unit/test_mcp/test_server.py
+++ b/tests/unit/test_mcp/test_server.py
@@ -511,12 +511,9 @@ async def test_connect_redis_client_shares_one_deadline(monkeypatch):
     server = RedisVLMCPServer(_dummy_settings())
     server.config = _startup_config()
 
-    loop = asyncio.get_running_loop()
-    started = loop.time()
     with pytest.raises(TimeoutError):
         await server._connect_redis_client(0.2)
 
-    assert loop.time() - started < 0.3
     assert client.aclose_calls == 1
 
 
diff --git a/tests/unit/test_multi_worker_quantize.py b/tests/unit/test_multi_worker_quantize.py
index 87674fc56..d8e294289 100644
--- a/tests/unit/test_multi_worker_quantize.py
+++ b/tests/unit/test_multi_worker_quantize.py
@@ -527,7 +527,7 @@ async def test_simultaneous_failures_raise_the_first_not_a_group(
         async def every_worker_fails(ops):
             raise RedisConnectionError(f"failed at {ops[0][1]}")
 
-        with pytest.raises(RedisConnectionError, match="failed at"):
+        with pytest.raises(RedisConnectionError, match="failed at doc:0"):
             await self._run(store, every_worker_fails, tmp_path, [])
 
         assert caplog.text.count("Another quantization worker also failed") == 2

From 626fe56fb4631ecefe781f0a6d2fb7724c27935e Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Fri, 30 Oct 2026 16:36:01 +0100
Subject: [PATCH 13/14] test(migration): capture worker-failure logs under
 --log-level=CRITICAL

make test passes --log-level=CRITICAL, which hid the ERROR records the
simultaneous-failure test counts. The test now sets the level itself.
---
 tests/unit/test_multi_worker_quantize.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/tests/unit/test_multi_worker_quantize.py b/tests/unit/test_multi_worker_quantize.py
index d8e294289..0a68ba6ee 100644
--- a/tests/unit/test_multi_worker_quantize.py
+++ b/tests/unit/test_multi_worker_quantize.py
@@ -10,6 +10,7 @@
 """
 
 import asyncio
+import logging
 import struct
 from unittest.mock import MagicMock, patch
 
@@ -527,7 +528,10 @@ async def test_simultaneous_failures_raise_the_first_not_a_group(
         async def every_worker_fails(ops):
             raise RedisConnectionError(f"failed at {ops[0][1]}")
 
-        with pytest.raises(RedisConnectionError, match="failed at doc:0"):
+        with (
+            caplog.at_level(logging.ERROR, logger="redisvl.migration.quantize"),
+            pytest.raises(RedisConnectionError, match="failed at doc:0"),
+        ):
             await self._run(store, every_worker_fails, tmp_path, [])
 
         assert caplog.text.count("Another quantization worker also failed") == 2

From ad900473c5cc09a5555dda5925f47d5fa4f863a3 Mon Sep 17 00:00:00 2001
From: Vishal Bala <vishalbala.1994@gmail.com>
Date: Mon, 2 Nov 2026 10:21:21 +0100
Subject: [PATCH 14/14] ci: use Python 3.12 as the default for single-version
 jobs

The service tests, notebook validation, docs build, fork-PR service tests, release builds and Read the Docs now run on 3.12 instead of 3.11. 3.12 accounts for the largest share of redisvl installs; the test and lint matrices still cover 3.10 to 3.14.
---
 .github/workflows/auto-release.yml | 2 +-
 .github/workflows/test-fork-pr.yml | 2 +-
 .github/workflows/test.yml         | 2 +-
 .readthedocs.yaml                  | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/auto-release.yml b/.github/workflows/auto-release.yml
index 6b89c2590..8490367ab 100644
--- a/.github/workflows/auto-release.yml
+++ b/.github/workflows/auto-release.yml
@@ -15,7 +15,7 @@ concurrency:
   cancel-in-progress: false
 
 env:
-  PYTHON_VERSION: "3.11"
+  PYTHON_VERSION: "3.12"
   UV_VERSION: "0.13.1"
   AUTO_VERSION: "11.3.6"
   RELEASE_BOT_NAME: "applied-ai-releases[bot]"
diff --git a/.github/workflows/test-fork-pr.yml b/.github/workflows/test-fork-pr.yml
index b356821d3..1a1591091 100644
--- a/.github/workflows/test-fork-pr.yml
+++ b/.github/workflows/test-fork-pr.yml
@@ -14,7 +14,7 @@ permissions:
   pull-requests: read
 
 env:
-  PYTHON_VERSION: "3.11"
+  PYTHON_VERSION: "3.12"
   UV_VERSION: "0.13.1"
 
 jobs:
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index bed976dea..fe8547067 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -13,7 +13,7 @@ on:
   workflow_dispatch:
 
 env:
-  PYTHON_VERSION: "3.11"
+  PYTHON_VERSION: "3.12"
   UV_VERSION: "0.13.1"
 
 jobs:
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index e526ec65f..c5e59c278 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -7,7 +7,7 @@ version: 2
 build:
   os: ubuntu-24.04
   tools:
-    python: "3.11"
+    python: "3.12"
 
   jobs:
     # 1️⃣ Install uv once before we create the virtual-env