release(langgraph): 1.2.11 (#8595 )

feat(langgraph): expose trace_policy on add_node (#8523 )
chore(deps): bump the minor-and-patch group across 1 directory with 7 updates (#8533 )
2026-08-17 21:25:46 +02:00 · 2026-08-11 09:55:59 -04:00 · 2026-08-11 09:19:43 -04:00 · 2026-08-08 12:02:52 -07:00 · 2026-08-08 12:01:48 -07:00 · 2026-08-07 16:32:21 -04:00
143 changed files with 4834 additions and 2700 deletions
@@ -37,7 +37,7 @@ jobs:
      run:
        working-directory: libs/cli
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
      - name: Get changed files
        id: changed-files
        if: github.event_name != 'workflow_dispatch'
@@ -31,7 +31,7 @@ jobs:
          - "3.12"
    name: "lint #${{ matrix.python-version }}"
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
      - name: Get changed files
        id: changed-files
        if: github.event_name != 'workflow_dispatch'
@@ -23,7 +23,7 @@ jobs:
    env:
      HAS_LANGSMITH_API_KEY: ${{ secrets.LANGSMITH_API_KEY != '' }}
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1

      - name: Set up Python
        uses: ./.github/actions/uv_setup
@@ -33,7 +33,7 @@ jobs:
          working-directory: libs/sdk-py

      - name: Login to Docker Hub
-        uses: docker/login-action@650006c6eb7dba73a995cc03b0b2d7f5ca915bee # v4
+        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4
        if: ${{ !github.event.pull_request.head.repo.fork }}
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
@@ -25,7 +25,7 @@ jobs:

    name: "test #${{ matrix.python-version }}"
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
      - name: Set up Python ${{ matrix.python-version }}
        uses: ./.github/actions/uv_setup
        with:
@@ -33,7 +33,7 @@ jobs:
          cache-suffix: test-${{ inputs.working-directory }}
          working-directory: ${{ inputs.working-directory }}
      - name: Login to Docker Hub
-        uses: docker/login-action@650006c6eb7dba73a995cc03b0b2d7f5ca915bee # v4
+        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4
        if: ${{ !github.event.pull_request.head.repo.fork }}
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
@@ -23,7 +23,7 @@ jobs:
        working-directory: libs/langgraph
    name: "test #${{ matrix.python-version }}"
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
      - name: Set up Python ${{ matrix.python-version }}
        uses: ./.github/actions/uv_setup
        with:
@@ -31,7 +31,7 @@ jobs:
          cache-suffix: "test-langgraph"
          working-directory: libs/langgraph
      - name: Login to Docker Hub
-        uses: docker/login-action@650006c6eb7dba73a995cc03b0b2d7f5ca915bee # v4
+        uses: docker/login-action@dbcb813823bdd20940b903addbd779551569679f # v4
        if: ${{ !github.event.pull_request.head.repo.fork }}
        with:
          username: ${{ secrets.DOCKERHUB_USERNAME }}
@@ -23,7 +23,7 @@ jobs:
      version: ${{ steps.check-version.outputs.version }}

    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1

      - name: Set up Python ${{ env.PYTHON_VERSION }}
        uses: ./.github/actions/uv_setup
@@ -74,7 +74,7 @@ jobs:
      id-token: write

    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1

      - uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
        with:
@@ -82,7 +82,7 @@ jobs:
          path: ${{ inputs.working-directory }}/dist/

      - name: Publish to test PyPI
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # release/v1
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # release/v1
        with:
          packages-dir: ${{ inputs.working-directory }}/dist/
          verbose: true
@@ -17,7 +17,7 @@ jobs:
      run:
        working-directory: libs/langgraph
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
      - run: SHA=$(git rev-parse HEAD) && echo "SHA=$SHA" >> $GITHUB_ENV
      - name: Set up Python 3.11
        uses: ./.github/actions/uv_setup
@@ -30,7 +30,7 @@ jobs:
      - name: Run benchmarks
        run: OUTPUT=out/benchmark-baseline.json make -s benchmark
      - name: Save outputs
-        uses: actions/cache/save@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache/save@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
        with:
          key: ${{ runner.os }}-benchmark-baseline-${{ env.SHA }}
          path: |
@@ -15,7 +15,7 @@ jobs:
      run:
        working-directory: libs/langgraph
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
      - id: files
        name: Get changed files
        uses: Ana06/get-changed-files@25f79e676e7ea1868813e21465014798211fad8c # v2.3.0
@@ -30,7 +30,7 @@ jobs:
      - name: Install dependencies
        run: uv sync --group test
      - name: Download baseline
-        uses: actions/cache/restore@27d5ce7f107fe9357f9df03efb73ab90386fccae # v5.0.5
+        uses: actions/cache/restore@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0
        with:
          key: ${{ runner.os }}-benchmark-baseline
          restore-keys: |
@@ -30,8 +30,8 @@ jobs:
      deps: ${{ steps.filter.outputs.deps || 'true' }}
      sdk_py: ${{ steps.filter.outputs.sdk_py || 'true' }}
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
-      - uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
+      - uses: dorny/paths-filter@7b450fff21473bca461d4b92ce414b9d0420d706 # v4
        if: github.event_name != 'workflow_dispatch'
        id: filter
        with:
@@ -112,9 +112,9 @@ jobs:
    name: "Check SDK methods matching"
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
      - name: Set up Python
-        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
        with:
          python-version: "3.11"
      - name: Run check_sdk_methods script
@@ -130,7 +130,7 @@ jobs:
        python-version:
          - "3.13"
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
      - name: Set up Python ${{ matrix.python-version }}
        uses: ./.github/actions/uv_setup
        with:
@@ -26,10 +26,10 @@ jobs:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout
-        uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+        uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1

      - name: Setup Python
-        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+        uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0
        with:
          python-version: '3.11'

@@ -25,7 +25,7 @@ jobs:
      tag: ${{ steps.check-version.outputs.tag }}

    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1

      - name: Set up Python
        uses: ./.github/actions/uv_setup
@@ -87,7 +87,7 @@ jobs:
    outputs:
      release-body: ${{ steps.generate-release-body.outputs.release-body }}
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
        with:
          repository: langchain-ai/langgraph
          path: langgraph
@@ -158,7 +158,7 @@ jobs:
      - test-pypi-publish
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1

      # We explicitly *don't* set up caching here. This ensures our tests are
      # maximally sensitive to catching breakage.
@@ -262,7 +262,7 @@ jobs:
        working-directory: ${{ inputs.working-directory }}

    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1

      - name: Set up Python
        uses: ./.github/actions/uv_setup
@@ -278,7 +278,7 @@ jobs:
          path: ${{ inputs.working-directory }}/dist/

      - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@cef221092ed1bacb1cc03d23a2d87d1d172e277b # release/v1
+        uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # release/v1
        with:
          packages-dir: ${{ inputs.working-directory }}/dist/
          verbose: true
@@ -304,7 +304,7 @@ jobs:
        working-directory: ${{ inputs.working-directory }}

    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1

      - name: Set up Python
        uses: ./.github/actions/uv_setup
@@ -16,7 +16,7 @@ jobs:
    runs-on: ubuntu-latest
    
    steps:
-      - uses: actions/checkout@df4cb1c069e1874edd31b4311f1884172cec0e10 # v6.0.3
+      - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1
      
      - name: Set up uv
        uses: ./.github/actions/uv_setup
@@ -6,9 +6,12 @@ import traceback
 from collections.abc import Callable
 from uuid import uuid4

-from langgraph.checkpoint.base import BaseCheckpointSaver
+from langgraph.checkpoint.base import BaseCheckpointSaver, Checkpoint
+from langgraph.checkpoint.base.id import uuid6
+from langgraph.checkpoint.serde.types import _DeltaSnapshot

 from langgraph.checkpoint.conformance.spec._delta_fixtures import build_delta_chain
+from langgraph.checkpoint.conformance.test_utils import generate_metadata


 async def test_history_returns_writes_oldest_first(
@@ -48,8 +51,6 @@ async def test_history_seed_is_nearest_snapshot(
    result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
    assert "seed" in result["ch"], "Expected seed from snapshot at step 3"
    seed = result["ch"]["seed"]
-    from langgraph.checkpoint.serde.types import _DeltaSnapshot
-
    actual_value = seed.value if isinstance(seed, _DeltaSnapshot) else seed
    assert actual_value == 3, f"Expected seed value 3 (step 3), got {actual_value}"
    writes = result["ch"]["writes"]
@@ -81,11 +82,6 @@ async def test_history_multi_channel(
    tid = str(uuid4())
    configs: list = []
    parent_cfg = None
-    from langgraph.checkpoint.base import Checkpoint
-    from langgraph.checkpoint.base.id import uuid6
-    from langgraph.checkpoint.serde.types import _DeltaSnapshot
-
-    from langgraph.checkpoint.conformance.test_utils import generate_metadata

    for step in range(5):
        config = {"configurable": {"thread_id": tid, "checkpoint_ns": ""}}
@@ -161,11 +157,6 @@ async def test_history_migration_plain_value_as_seed(
    channel_values[ch] (not a _DeltaSnapshot). The walk should treat it as the
    seed and terminate there.
    """
-    from langgraph.checkpoint.base import Checkpoint
-    from langgraph.checkpoint.base.id import uuid6
-
-    from langgraph.checkpoint.conformance.test_utils import generate_metadata
-
    tid = str(uuid4())
    configs: list = []
    parent_cfg = None
@@ -208,6 +199,74 @@ async def test_history_migration_plain_value_as_seed(
    assert values == [2], f"Expected [2], got {values}"


+async def test_history_seed_ancestor_own_writes_are_replayed(
+    saver: BaseCheckpointSaver,
+) -> None:
+    """Writes stored AT the seed ancestor must be included in `writes`.
+
+    A stored value is the state ENTERING its checkpoint; the writes stored
+    under that same checkpoint are what produced its child and are therefore
+    NOT subsumed by it. Only writes at ancestors OLDER than the seed are
+    subsumed, and the walk terminates before reaching them.
+
+    This holds for plain-value seeds (migration from a pre-delta channel type)
+    exactly as it does for `_DeltaSnapshot` seeds. Skipping the seed
+    ancestor's own writes silently drops the first post-migration write.
+    """
+    tid = str(uuid4())
+    configs: list = []
+    parent_cfg = None
+
+    # Each step's write is labelled by the role it plays, so the assertion
+    # below reads directly rather than by step index.
+    writes_by_step = {
+        0: "older-than-seed",  # subsumed by the value stored at step 1
+        1: "at-seed",  # the seed's own write, produced step 2
+        2: "after-seed",  # delta-era write on the path to the head
+        3: "pending-at-head",  # pending for the next step, never replayed
+    }
+    # Steps 0 and 1 store a plain value; 1 is the nearest, so it is the seed.
+    values_by_step = {0: [10], 1: [10, 20]}
+
+    for step in range(4):
+        config = {"configurable": {"thread_id": tid, "checkpoint_ns": ""}}
+        if parent_cfg:
+            config["configurable"]["checkpoint_id"] = parent_cfg["configurable"][
+                "checkpoint_id"
+            ]
+        cv: dict = {}
+        cvs: dict = {}
+        if step in values_by_step:
+            cv["ch"] = values_by_step[step]
+            cvs["ch"] = step + 1
+        cp = Checkpoint(
+            v=1,
+            id=str(uuid6(clock_seq=-1)),
+            ts="",
+            channel_values=cv,
+            channel_versions=cvs,
+            versions_seen={},
+            updated_channels=None,
+        )
+        parent_cfg = await saver.aput(config, cp, generate_metadata(step=step), cvs)
+        configs.append(parent_cfg)
+        await saver.aput_writes(
+            parent_cfg, [("ch", writes_by_step[step])], str(uuid4())
+        )
+
+    head = configs[-1]
+    result = await saver.aget_delta_channel_history(config=head, channels=["ch"])
+
+    assert "seed" in result["ch"], "Expected seed from plain value at step 1"
+    assert result["ch"]["seed"] == [10, 20], (
+        f"Expected nearest plain value [10, 20], got {result['ch']['seed']}"
+    )
+    values = [w[2] for w in result["ch"]["writes"]]
+    assert values == ["at-seed", "after-seed"], (
+        f'Expected ["at-seed", "after-seed"], got {values}'
+    )
+
+
 ALL_DELTA_CHANNEL_HISTORY_TESTS = [
    test_history_returns_writes_oldest_first,
    test_history_seed_is_nearest_snapshot,
@@ -216,6 +275,7 @@ ALL_DELTA_CHANNEL_HISTORY_TESTS = [
    test_history_empty_channels_returns_empty,
    test_history_walk_to_root_no_seed,
    test_history_migration_plain_value_as_seed,
+    test_history_seed_ancestor_own_writes_are_replayed,
 ]


@@ -58,8 +58,14 @@ lint.select = [
  "UP", # pyupgrade
  "B",  # flake8-bugbear
  "I",  # isort
+  "PLC0415",  # import-outside-top-level
+  "RUF100",  # unused noqa directive
 ]
 lint.ignore = ["E501", "B008"]
+# PLC0415 (import-outside-top-level) is enforced in tests only. Library code
+# still has deferred imports that have not been reviewed, so it stays exempt
+# for now.
+lint.per-file-ignores = { "langgraph/**" = ["PLC0415"] }
 target-version = "py310"

 [tool.uv.sources]
@@ -247,7 +247,7 @@ wheels = [

 [[package]]
 name = "langchain-core"
-version = "1.4.0"
+version = "1.5.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "jsonpatch" },
@@ -260,26 +260,26 @@ dependencies = [
    { name = "typing-extensions" },
    { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/59/de/679a53472c25860837e32c0442c962fa86e95317a36460e2c9d5c91b17c2/langchain_core-1.4.0.tar.gz", hash = "sha256:1dc341eed802ed9c117c0df3923c991e5e9e226571e5725c194eeb5bd93d1a7f", size = 920260, upload-time = "2026-05-11T18:42:35.919Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6e/58/3ad53096eee1e07728e8219ded30ae308b0f2b8b7b26b8ebb6371917c0f5/langchain_core-1.5.2.tar.gz", hash = "sha256:2d13ab35b42eec63d4669a483776b8cdd778ee764107149369fb369d84c08c41", size = 972322, upload-time = "2026-07-28T16:38:37.977Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0f/1a/86c38c27b81913a1c6c12448cab55defb5a1097c7dc9a4cea83f55477a2d/langchain_core-1.4.0-py3-none-any.whl", hash = "sha256:23cbbdb46e38ddd1dd5247e6167e96013eae74bea4c5949c550809970a9e565c", size = 548120, upload-time = "2026-05-11T18:42:33.992Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/e4/024e402a65f5ee2eb6ae9667b5ffc5f08776cb4e712f5a11ee1997d56083/langchain_core-1.5.2-py3-none-any.whl", hash = "sha256:a687dd7c3b22c6c1294e1c1eeb61fb6f3a308e6015a1d75b576b3836ad5b5aed", size = 561643, upload-time = "2026-07-28T16:38:36.38Z" },
 ]

 [[package]]
 name = "langchain-protocol"
-version = "0.0.15"
+version = "0.0.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4f/24/9777489d6fbbee64af0c8f96d4f840239c408cf694f3394672807dafc490/langchain_protocol-0.0.15.tar.gz", hash = "sha256:9ab2d11ee73944754f10e037e717098d3a6796f0e58afa9cadda6154e7655ade", size = 5862, upload-time = "2026-05-01T22:30:04.748Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d2/59/b5959aea96faa9146e2e49a7a22882b3528c62efafe9a6a95beab30c2305/langchain_protocol-0.0.18.tar.gz", hash = "sha256:ec3e11782f1ed0c9db38e5a9ed01b0e7a0d3fba406faa8aef6594b73c56a63e6", size = 6150, upload-time = "2026-06-18T17:08:26.959Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1d/7a/9c97a7b9cbe4c5dc6a44cdb1545450c28f0c8ce89b9c1f0ee7fbad896263/langchain_protocol-0.0.15-py3-none-any.whl", hash = "sha256:461eb794358f83d5e42635a5797799ffec7b4702314e34edf73ac21e75d3ef79", size = 6982, upload-time = "2026-05-01T22:30:03.877Z" },
+    { url = "https://files.pythonhosted.org/packages/99/2e/d82db9eec13ad0f72e7aaad5c4bc730ab111934fdc83c85523206eb9b0a0/langchain_protocol-0.0.18-py3-none-any.whl", hash = "sha256:70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a", size = 7221, upload-time = "2026-06-18T17:08:25.996Z" },
 ]

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.1.1"
+version = "4.2.0"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -686,7 +686,7 @@ wheels = [

 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -697,9 +697,9 @@ dependencies = [
    { name = "pygments" },
    { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7d/0d/549bd94f1a0a402dc8cf64563a117c0f3765662e2e668477624baeec44d5/pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c", size = 1572165, upload-time = "2026-04-07T17:16:18.027Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e4/47/b9efed96c114afcfa3c9d3fe98a76a1d14c74a9e266d397cf6eb64be5e01/pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313", size = 1636369, upload-time = "2026-06-19T10:58:32.857Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" },
+    { url = "https://files.pythonhosted.org/packages/24/25/1de2678b631f5a49215c6c96fff41ba892b0a34df68d6d80292b1b48aa7f/pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c", size = 386536, upload-time = "2026-06-19T10:58:31.347Z" },
 ]

 [[package]]
@@ -809,27 +809,27 @@ wheels = [

 [[package]]
 name = "ruff"
-version = "0.15.15"
+version = "0.16.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/84/6f/a76f7d96e5c962f5b69cee865e49c15c1116897c01990faa8a57edb62e7f/ruff-0.15.15.tar.gz", hash = "sha256:b8dff018130b46d8e5bf0f926ef6b60cf871d6d5ae45fc9334e09632daa741d6", size = 4706985, upload-time = "2026-05-28T14:16:57.784Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/4d/94/1e5e4967626faf12fa56999cd6222dff6992ceb086ad7945756baf70c7a7/ruff-0.16.0.tar.gz", hash = "sha256:e460aafd5495ec89efaa6ced2e4a9a581116451e1c88b9d37ef497e0f8e93982", size = 4790557, upload-time = "2026-07-23T19:11:30.981Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fa/9d/3a45c05b8ab04b4705989de70a79008e27c8003296a0feaee9edc18dd7e9/ruff-0.15.15-py3-none-linux_armv6l.whl", hash = "sha256:cf93e5388f412e1b108b1f8b34a6e036b70fe8aff89393befad96fe48670311b", size = 10710652, upload-time = "2026-05-28T14:16:06.701Z" },
-    { url = "https://files.pythonhosted.org/packages/05/66/da974431624bf3b49f6ee1f9543c02d929ff1cba78b0d5a79c38cf21f744/ruff-0.15.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ac5a646d1f6a7dadd5d50842dae2c1f9862ac887ef5d1b1375e02def791fde6e", size = 11096615, upload-time = "2026-05-28T14:16:23.313Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/09/7443452e5d290230a712103f2fdceeef7184f3ec99a2bd01c8be78aaceb5/ruff-0.15.15-py3-none-macosx_11_0_arm64.whl", hash = "sha256:77d955a431430c66f72dd94e379ad38a16daea3d25094872ac4edf9e797be530", size = 10436683, upload-time = "2026-05-28T14:16:40.974Z" },
-    { url = "https://files.pythonhosted.org/packages/53/01/d330c26a57fa4f3943a14424904027428315b700fe4d14a84bb123a649e5/ruff-0.15.15-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7614ee79c69788cf6cedd568069ade9cecc22a1ad20494efe8d0c9ebb4b622d4", size = 10769064, upload-time = "2026-05-28T14:16:28.905Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/85/cc8770f8bdff541b1da8392d1634141fe4a0e3f4ee596605959b7906c27f/ruff-0.15.15-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3cdb1679e06a1f6b47bc384714ae96f6e2fb65ca441eb78c43d2ca554176ce1f", size = 10511987, upload-time = "2026-05-28T14:16:43.732Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/29/8c190c1472b63013583ba391f3342036e02010544c1270455ed8e519bdf3/ruff-0.15.15-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2728b93d7b23a603ea2c0ac6eb73d760bd38ec9de35f35fb41e18f7a3fee7622", size = 11275100, upload-time = "2026-05-28T14:16:55.244Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/6b/7e145ce2cc8e63d6834eca03d83a0e18d121def5c69f91b4cf4011ed4879/ruff-0.15.15-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:be582fcc0db438902c7792b08d6ddf6c9b9e21addaa10092c2c741cfb09e5a45", size = 12176903, upload-time = "2026-05-28T14:16:14.368Z" },
-    { url = "https://files.pythonhosted.org/packages/80/a3/d5974637f68e451f7fadf015cf3101d1cd7d8ba5027cffe0b9e3826ebe6b/ruff-0.15.15-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7aa77465b8ecaf1a27bea098d696f7fed5e1eccbd10b321b682d6de586ae5627", size = 11404550, upload-time = "2026-05-28T14:16:20.138Z" },
-    { url = "https://files.pythonhosted.org/packages/fe/1c/e6e5e568f22be4fb05d6244234aba384c06b451252453b821e1a529263cf/ruff-0.15.15-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:48decfa11d740de4889de623be1463308346312f2409a56e24aa280c86162dc4", size = 11382027, upload-time = "2026-05-28T14:16:46.615Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/01/170921b49fcd2e8858825593f91cf7146c3e40a5c3e6df763e4bb0484dde/ruff-0.15.15-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:a5015088452ca0081387063649ec67f06d3d1d6b8b936a1f836b5e9657ecd48c", size = 11366041, upload-time = "2026-05-28T14:16:26.247Z" },
-    { url = "https://files.pythonhosted.org/packages/87/54/a7bad711d7de93254e15e06a4c375b89a03d18de45d3e5dcc86a4472fb1a/ruff-0.15.15-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:f5294aab6356c81600fcdea3a62bb1b924dfd5e91767c12318d3f68f86af57cd", size = 10741795, upload-time = "2026-05-28T14:16:17.11Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/31/38c075963668f8b41c6914ee0f6f318727fbe30ab9145cb29e6df464c5fa/ruff-0.15.15-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:db5bd4d802415cca656dc1616070b725952d6ae95eb5d4831e49fbd94a38f75f", size = 10511117, upload-time = "2026-05-28T14:16:31.767Z" },
-    { url = "https://files.pythonhosted.org/packages/9d/96/6ff689e1f7e375d1d97075eca022f74c2bab59554a432fe4d2e6f091986a/ruff-0.15.15-py3-none-musllinux_1_2_i686.whl", hash = "sha256:587a6278ed42059191c1a466e490bd7930fb50bd2e255398bc29616c895a61cb", size = 10994867, upload-time = "2026-05-28T14:16:35.149Z" },
-    { url = "https://files.pythonhosted.org/packages/c3/c2/5dce0ab9f92a8d534fa62b9bf9caca3eddb8c1a81b616f5e195ada4f0d6e/ruff-0.15.15-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:df0c1c084f5f4be9812f61518a45c440d3c30d69ce4bf6c5270e66d38338f02a", size = 11482101, upload-time = "2026-05-28T14:16:49.598Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/c0/1003b60edd697c649faf61f1a34094b1abb38fb3d1181e3f895781250a08/ruff-0.15.15-py3-none-win32.whl", hash = "sha256:29428ea79694afbe756d45fd59b36f22b6b020dc0443cf7de0173046236964b9", size = 10716774, upload-time = "2026-05-28T14:16:52.337Z" },
-    { url = "https://files.pythonhosted.org/packages/02/a8/1269eddd6945a06c23f055ef7848886e37cf9d6a8bebb386a3115f01470c/ruff-0.15.15-py3-none-win_amd64.whl", hash = "sha256:8df0323902e15e24bc4bf246da830573d3cf3352bd0b9a164eab335d111ff4a4", size = 11868463, upload-time = "2026-05-28T14:16:11.333Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/b2/920464c907b191e37469d477a1aa8bc048b8f36c4c1610dfa4ab87b39e18/ruff-0.15.15-py3-none-win_arm64.whl", hash = "sha256:3c8ceca6792f38196b8f589bc92eccd03eef286602da92e5dc05cc42ef6441b7", size = 11138498, upload-time = "2026-05-28T14:16:38.425Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/81/1c8818fee7ce1a04cd7d1b3172e0a8f8e4f1dc4feb7fc390e16daa8af323/ruff-0.16.0-py3-none-linux_armv6l.whl", hash = "sha256:e5115729eb08c585e5121978ba5d5b60caeae394ce21b9fb5e6cd33a1c6c9b1e", size = 10754633, upload-time = "2026-07-23T19:10:46.415Z" },
+    { url = "https://files.pythonhosted.org/packages/23/df/beaf59c09d68db84304d555f188b276a77132a5d5b0b67a5c762aa143628/ruff-0.16.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3c954b1d580bfa035b41654f7858cc7e71d5fc3ac5b723dd62bd9133830ed522", size = 10969164, upload-time = "2026-07-23T19:10:50.271Z" },
+    { url = "https://files.pythonhosted.org/packages/42/ce/741cd197496a1abbf51352710fd15ed995d2a2be87189c1da26a450d6e83/ruff-0.16.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e01c21d10eb1b29f47b7454e1f4056db9a3f0260c646aa88457c610291db9f81", size = 10488846, upload-time = "2026-07-23T19:10:52.639Z" },
+    { url = "https://files.pythonhosted.org/packages/52/2a/a2db8e88cade358f5cdcb05674a917751074109315d014eb6352d9a893f7/ruff-0.16.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6e364e5ed22ed8dc05082fd78e35308618260907ac2d3c1d637b2e682415b6c9", size = 10889729, upload-time = "2026-07-23T19:10:54.89Z" },
+    { url = "https://files.pythonhosted.org/packages/42/65/62a771694ebd63029dc953e27dbad40e1588bd4860ff9fe881018fddaa49/ruff-0.16.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d327b8fc113a1d4421a04f3839d3752057c8dd1ee320223a6f3f52d04ada462a", size = 10568275, upload-time = "2026-07-23T19:10:56.993Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/e2/ced249fe8af5f086c5c58cc21cc3356d50f32f7401c5df87050c999620a7/ruff-0.16.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9b50c55e263103586b3dcf5f73d479eb8cb5fdb6098fec59a62891dab653717", size = 11385112, upload-time = "2026-07-23T19:10:59.615Z" },
+    { url = "https://files.pythonhosted.org/packages/87/0b/05154977a8fd69eeb6c103271f55403bfd8711f5c0f8ed07489d95a504e7/ruff-0.16.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0ff4a79ce3ec0172f3241943835de1c4cb4e2dcd07f0f8c2d02603dbbbee4b17", size = 12207008, upload-time = "2026-07-23T19:11:02.154Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/29/98225831a3a1eab0e02f4acc6ca6559a98611dcc68b6965ff4b7234627c1/ruff-0.16.0-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e95c448fca1fb2a18372a9440926c5a6ee789639bb975c72e7ae6d0b04218ab4", size = 11650842, upload-time = "2026-07-23T19:11:04.557Z" },
+    { url = "https://files.pythonhosted.org/packages/91/66/6bd3cf90500653d55dc0ffc8507aa8300bd49d0214b2e8cb4d3fef2943ba/ruff-0.16.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f11a8d11010301d0a398a2fdef67691feca7294da6aef55e2150e8fa2cd520b", size = 11400718, upload-time = "2026-07-23T19:11:09.233Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/a2/a54eb4eae05d66364050a5d3b8a9c5ef88196531b3cbe7109d873f87f819/ruff-0.16.0-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:48044c678e9cb8698246c99b14aaccfa6601dea7379eb48a6f8f73f7a6d86cd0", size = 11426177, upload-time = "2026-07-23T19:11:11.994Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/be/16e3eea4b2a478a496919f5e36f17c4559e54620bd3bbac5d6affa068006/ruff-0.16.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:7aa0959bad8eb8bef50340154fc9b58678dae31fa4293afa38b44b6e552c0213", size = 10856126, upload-time = "2026-07-23T19:11:14.221Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/84/252eb8b868a16eec7257c14f504f77537e734b2d69c762e639e588e304a3/ruff-0.16.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:28ea2b7df8ebf7f9da6b7d47b230ab48f387c0a29be3b474c4d0740e197bb9af", size = 10571208, upload-time = "2026-07-23T19:11:16.378Z" },
+    { url = "https://files.pythonhosted.org/packages/21/09/817a482f542f7570cbb4554b26e896610c7114f539b1d9e2d2145bf6bef6/ruff-0.16.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:33a3dfac8c35f81498dea9181bccc2f4c4bc8f1521a1dd9406e77643e0f0fb09", size = 11063329, upload-time = "2026-07-23T19:11:19.173Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/23/9403c180ca1cb9b1f7335f5c3e5305c09d49ea5b345196682a36028bde4a/ruff-0.16.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a5237a0bda500d30d81b8e07a6973a5cbc772864cbf746ae2f4e8a2e01c9f4ed", size = 11489751, upload-time = "2026-07-23T19:11:21.74Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/1d/1b2ef7bcde851c78d7f17f1cca13fd6dc695fc4b3d6197941e72cae5b132/ruff-0.16.0-py3-none-win32.whl", hash = "sha256:7fab76fa065c873f41ff744347c6e77bcc3dfec4bcc754dc26b63d23c0f7f5fb", size = 10785885, upload-time = "2026-07-23T19:11:23.947Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/a3/d5e4ef7a56be3f928ffb90b94c25ba7d3cb9c7fe0736aeaaedf361770712/ruff-0.16.0-py3-none-win_amd64.whl", hash = "sha256:429c117f022bf481fabd9d551e7a3952b24c65e6ef44337ea09d90bebef14472", size = 11923141, upload-time = "2026-07-23T19:11:26.409Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/9a/8415f2657cbe200f41a4531ccededf135505a92d4a012229121f885b26f9/ruff-0.16.0-py3-none-win_arm64.whl", hash = "sha256:14296fedcd2705c77ab8235439278bbb38f285cf7da5528b00b3e330c3d4872d", size = 11273407, upload-time = "2026-07-23T19:11:28.705Z" },
 ]

 [[package]]
@@ -897,27 +897,27 @@ wheels = [

 [[package]]
 name = "ty"
-version = "0.0.43"
+version = "0.0.64"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0d/37/4ec04de0659b93be37d956dfceca13b1ecab9c959f28d8a1d5e514603f36/ty-0.0.43.tar.gz", hash = "sha256:ea4cff50548f2a1877e848d3abe9e293cde8ab94757a7eb93fc0d4013f98be8e", size = 5798429, upload-time = "2026-06-04T00:52:10.013Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8e/aa/14c9965d3b173105692473897cc89c34cd91241368b2044e43167e1c17ff/ty-0.0.64.tar.gz", hash = "sha256:d12ddbb05f15158bb518af619378b385486450def95fb06f8ab98037febe9f2c", size = 6350966, upload-time = "2026-07-27T18:32:45.403Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/db/74/1916026a78f20019a2f03adbd6fb4430ddb7ce1e52c2e17a90856a6d192e/ty-0.0.43-py3-none-linux_armv6l.whl", hash = "sha256:3bf70f5446480562bf6c9f639df4b5cb60716b8f8d1a6b8e5811d5c7eccd8bf2", size = 11598153, upload-time = "2026-06-04T00:52:20.646Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/af/58bb0089d2635216c8fa6612dd486a3f986d0ab1c46a41527ab95e57f0e3/ty-0.0.43-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:7184741f8b15425a1bc64b950ad005cb353573288ac0e8a04f5481ceb3832596", size = 11357811, upload-time = "2026-06-04T00:52:24.683Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/9c/32c6b14f3feddf87b59c7a50709e2b3da408258f2f583f05575f77bc8f7b/ty-0.0.43-py3-none-macosx_11_0_arm64.whl", hash = "sha256:8c306379ca9a35f6ae5270fe9bda7af4b46d91822725a2586d78c8b9b5493b62", size = 10772024, upload-time = "2026-06-04T00:52:14.312Z" },
-    { url = "https://files.pythonhosted.org/packages/09/fa/98aa4a74bd00cd5efc424923cd1daffbf1e40a0338041cafb203379d746f/ty-0.0.43-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d624b884c9c1fd244ad2a5f026364e7162a22b3f537025941ada2e363e676414", size = 11291034, upload-time = "2026-06-04T00:52:37.249Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/db/4de086c38ce96dcada2bd451f43171d2c237f96d8ed19a1ea8fe51bb8ef4/ty-0.0.43-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:281fc4c00fbc196045141faa085055bddc58846b04a2800204701415a1b9c6aa", size = 11364724, upload-time = "2026-06-04T00:52:33.138Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/d3/e3cd8e3233a6fd8362a49aa025b79e9f40151a2a86d811ace154c6eb7445/ty-0.0.43-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f57d6cc28de89024b48d1788e4758c05299d5749d4a51c02e71ac655ec23d9a5", size = 11890555, upload-time = "2026-06-04T00:52:22.711Z" },
-    { url = "https://files.pythonhosted.org/packages/80/7b/6f46d444e8241606bbde098df3dca93f2ec0b834a42055db85ee7d33646f/ty-0.0.43-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0a1d6ad6c5e7792c7eac0a01e550f2c2004462e01a64a91ea1636aba6fef6e71", size = 12450968, upload-time = "2026-06-04T00:52:28.94Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/e1/79fbe51f2e4b9d8347f2013cd7ed0b63f3b499038c02dc0357e9b28a3a47/ty-0.0.43-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:66d474395d7635fb618bdbb58b4e3360259a2056d0a5621b82754b9da2cd8a04", size = 12064187, upload-time = "2026-06-04T00:52:12.039Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/3f/c758a3a8df5b90d331f2b60c8f16021ee64d75e78f99d67cc4efc9bf5f4b/ty-0.0.43-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2663a0003a8b60fb98db7f6f6e673df80b21d0fe3a9868a26fb06b4e049b6fc4", size = 11943208, upload-time = "2026-06-04T00:52:31.14Z" },
-    { url = "https://files.pythonhosted.org/packages/54/5f/f516442749cf1b45ca6720a5d41df2738a486ed9ace774c03d515db89084/ty-0.0.43-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:d5a6c352d374d889189d5ec82b54b26a5885f769f7b7787f7f875500dcb8673e", size = 12143572, upload-time = "2026-06-04T00:52:18.457Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/bf/0d83c7f43bf4c10f3678bfe7d938e51c445298c7b923f155c5204730c2df/ty-0.0.43-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e7dbbeedfad3ca250d74fcc355fa9ab6b38d2a17f22d6304f615716939dbbb27", size = 11279355, upload-time = "2026-06-04T00:52:26.726Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/de/a6c978bef6d9e949f79f4782d9e4ee4df0893713e73b055d84c1a5116b9a/ty-0.0.43-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:24b18a0273ee46154996cfcfa27438f851f440c925587ec200df6f98dffe67d3", size = 11408412, upload-time = "2026-06-04T00:52:35.282Z" },
-    { url = "https://files.pythonhosted.org/packages/ec/b1/d13857c23867f0f76b92e38e5841c64ca5e76dc5d4bf27f52cb81d8ab685/ty-0.0.43-py3-none-musllinux_1_2_i686.whl", hash = "sha256:2ef681951520d692b7e9c0b5e56aacf4f98ccae47cf6ffccaf2c7b6b33dc226e", size = 11541709, upload-time = "2026-06-04T00:52:16.451Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/f1/cd6afc6f6a687e238bf5e12189f7920e81a0bdef6c3dba4c784ef140f7d9/ty-0.0.43-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:2af105de7437143aa4676b28016b5bee661aaaa4eff52be5867fb25119641ceb", size = 12041266, upload-time = "2026-06-04T00:52:43.541Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/ba/51ca7c3335da2b8d0a3e477fa4986be9f4a53b05bfab862967d8d2e6ca60/ty-0.0.43-py3-none-win32.whl", hash = "sha256:e4773115b0d6486ee30f1657fc8bdffe7e3a3f5300ab77ef2495da6e83e4694f", size = 10858724, upload-time = "2026-06-04T00:52:07.843Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/29/5d80453e5f7c520145fa058851da87230dbd7ca761a7675447a9fe504e0b/ty-0.0.43-py3-none-win_amd64.whl", hash = "sha256:48d3545094a4ae6395492c7e6ac90550fce969e0ed2815fbf8c5da9756676b7d", size = 11976157, upload-time = "2026-06-04T00:52:41.438Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/ed/befe5a543e5b95e754ed38ee95239e44efda9bc5f578db4ac1bc8dd758d6/ty-0.0.43-py3-none-win_arm64.whl", hash = "sha256:740ca33d7f75f655a4e7d475bc42dfb825c13219bb073fad30fcc04d35790c74", size = 11308680, upload-time = "2026-06-04T00:52:39.233Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/4c/c54937e4ff3fa7b34a99ea3387ec766bf0ad98dc8df8d792e89b388e658e/ty-0.0.64-py3-none-linux_armv6l.whl", hash = "sha256:3830a6675ab43635ced1c4c557f380ac4a49e9414e03975e4e4e8db644c64944", size = 12118357, upload-time = "2026-07-27T18:32:08.702Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/aa/a839ee2bc78e943d079e6abe199a97b4eeffb7e5c9a57326d69de452186a/ty-0.0.64-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3ff07d7bc32a2135f58afe57393789a32ea2fed1a66216129a8e535e76043903", size = 11790882, upload-time = "2026-07-27T18:32:10.997Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/de/19f14357888a7198438926303753cf749428e3d62e8980ff1e9a72a78402/ty-0.0.64-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4f6d1c7f897cca05d12bacbf1435150d5ffa496099515aa6ed303c8b29e1d0bb", size = 11317394, upload-time = "2026-07-27T18:32:13.162Z" },
+    { url = "https://files.pythonhosted.org/packages/08/2f/f54462300535ab99b551eda733177be2eef5dbc2997d3fdb357c4ddd760a/ty-0.0.64-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:138d6c37ad4bf8583aa7a9b29d90954151d7856f9910a03eae3eb34b34c57215", size = 11863042, upload-time = "2026-07-27T18:32:15.307Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/95/dbecf745520ebe8bd7b02fc55eee6441c9be312ebf6addce605eb52740dd/ty-0.0.64-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1ed9719d1b7b66fb8efe073d860208a44c40af1f6cd5c2364aa9b323a1e579b4", size = 11910730, upload-time = "2026-07-27T18:32:17.467Z" },
+    { url = "https://files.pythonhosted.org/packages/3b/26/12cfd40028e51ceed7b3cb645281c61c02eb64ff9fb0c09231d65c30ff25/ty-0.0.64-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d68b23e5169e2137b5f1de7169ab0cebecab6c8eda374c34c1f6394308f58242", size = 12631936, upload-time = "2026-07-27T18:32:19.533Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/d0/65ffc2b0a686347193c6f98e9421a7fc2a96fc3cd0b1001cf7cf284baff9/ty-0.0.64-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f41cb07d89d32626fcaf3ed4d262778fcb28b2628b6ed1e172cd7b18820668d8", size = 13171049, upload-time = "2026-07-27T18:32:22.026Z" },
+    { url = "https://files.pythonhosted.org/packages/f6/a4/975a5961842dcd6fa60f0770a102c0bba7509da909ab652919bfcdcd4fc7/ty-0.0.64-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5f24e1504ab9e212f92356b82fe088fdeb3a39f9a2f4ff25e505d2e1d0db9056", size = 12826438, upload-time = "2026-07-27T18:32:24.178Z" },
+    { url = "https://files.pythonhosted.org/packages/af/ef/dfb9b7f9bcc032d3b540b0d1f55f532a336e2fb41b1bd539c05ae81a151a/ty-0.0.64-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86db830cb914bb33bb8247b66ccea58de4496c2391bd42658aba744b439f3290", size = 12440880, upload-time = "2026-07-27T18:32:26.341Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/d0/bedac20505e8a8f5501ad73d7d15d8e421a563fef59993909a23036929a4/ty-0.0.64-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:652ee3d6d03bea76cd2fe8949c78bb5970394ebd7c5fd270e9518c0dee1b931d", size = 12782439, upload-time = "2026-07-27T18:32:28.642Z" },
+    { url = "https://files.pythonhosted.org/packages/79/d5/795733f13ceff1378f08b3de0c49d0f518df220ed856b0dfac869f3b7c81/ty-0.0.64-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:4838768295774a86e95f9ec5633e739d016adbbb69dcbdc62f3549578a11f624", size = 11814821, upload-time = "2026-07-27T18:32:30.632Z" },
+    { url = "https://files.pythonhosted.org/packages/52/3e/9d99cd1e1831003434f508ed9f258a56543194afc3bbe051eba2545fa676/ty-0.0.64-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:5a3d700669868599edf39ce5125196682f15a8880cc8c669bc2a83b99984d99b", size = 11928678, upload-time = "2026-07-27T18:32:32.888Z" },
+    { url = "https://files.pythonhosted.org/packages/b8/3d/448f49a3503fb119a34348a5714bb92001f252fadbbb12d645f2e744b557/ty-0.0.64-py3-none-musllinux_1_2_i686.whl", hash = "sha256:b161f0a82a8e2f2432db3bf7702b4d3924fa9486ba0014f6710a160fc157df0d", size = 12202249, upload-time = "2026-07-27T18:32:34.905Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/9b/75768e562cec990d189dc05807ae72890b20ffbd1e1f43597bb98db63c60/ty-0.0.64-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:39b9dd42908df47c2dc57dda87e656fab97097ffd2618474bbdea986af0d6a9d", size = 12548817, upload-time = "2026-07-27T18:32:36.995Z" },
+    { url = "https://files.pythonhosted.org/packages/34/89/44cc276ea6ca0245495014758ffeadde1798fb0b5840c9cf36d8d2ed3250/ty-0.0.64-py3-none-win32.whl", hash = "sha256:d0676ab0e0935795e5843baa28dd5e366dc343d7c0945a996df9eab8e0644885", size = 11545474, upload-time = "2026-07-27T18:32:39.389Z" },
+    { url = "https://files.pythonhosted.org/packages/01/7e/d1c8a871a38d17c8f168b9a6975f6247f7660f8334e517656a5e4b4a4858/ty-0.0.64-py3-none-win_amd64.whl", hash = "sha256:dcb9bd31f54097e362b776c26ab4564d4564cdd1355cb883481167a26c03cc3f", size = 12542987, upload-time = "2026-07-27T18:32:41.412Z" },
+    { url = "https://files.pythonhosted.org/packages/35/4d/6d18640d0204cacd69abbaca95ad6a34c6d7e9169e9051d0117b17b827ec/ty-0.0.64-py3-none-win_arm64.whl", hash = "sha256:82cc34c1ad9a8feb6059aef193bebcecc656e548f6fab3d518bcd8b57d198d39", size = 11899263, upload-time = "2026-07-27T18:32:43.366Z" },
 ]

 [[package]]
@@ -67,24 +67,12 @@ with PostgresSaver.from_conn_string(DB_URI) as checkpointer:
        "v": 4,
        "ts": "2024-07-31T20:14:19.804150+00:00",
        "id": "1ef4f797-8335-6428-8001-8a1503f9b875",
-        "channel_values": {
-            "my_key": "meow",
-            "node": "node"
-        },
-        "channel_versions": {
-            "__start__": 2,
-            "my_key": 3,
-            "start:node": 3,
-            "node": 3
-        },
+        "channel_values": {"my_key": "meow", "node": "node"},
+        "channel_versions": {"__start__": 2, "my_key": 3, "start:node": 3, "node": 3},
        "versions_seen": {
            "__input__": {},
-            "__start__": {
-            "__start__": 1
-            },
-            "node": {
-            "start:node": 2
-            }
+            "__start__": {"__start__": 1},
+            "node": {"start:node": 2},
        },
    }

@@ -108,24 +96,12 @@ async with AsyncPostgresSaver.from_conn_string(DB_URI) as checkpointer:
        "v": 4,
        "ts": "2024-07-31T20:14:19.804150+00:00",
        "id": "1ef4f797-8335-6428-8001-8a1503f9b875",
-        "channel_values": {
-            "my_key": "meow",
-            "node": "node"
-        },
-        "channel_versions": {
-            "__start__": 2,
-            "my_key": 3,
-            "start:node": 3,
-            "node": 3
-        },
+        "channel_values": {"my_key": "meow", "node": "node"},
+        "channel_versions": {"__start__": 2, "my_key": 3, "start:node": 3, "node": 3},
        "versions_seen": {
            "__input__": {},
-            "__start__": {
-            "__start__": 1
-            },
-            "node": {
-            "start:node": 2
-            }
+            "__start__": {"__start__": 1},
+            "node": {"start:node": 2},
        },
    }

@@ -223,7 +223,7 @@ class PostgresSaver(BasePostgresSaver):
            >>> checkpoint_tuple = memory.get_tuple(config)
            >>> print(checkpoint_tuple)
            CheckpointTuple(...)
-        """  # noqa
+        """
        thread_id = config["configurable"]["thread_id"]
        checkpoint_id = get_checkpoint_id(config)
        checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
@@ -478,9 +478,11 @@ class PostgresSaver(BasePostgresSaver):
        stage1_sql = _build_delta_stage1_sql(channels, paged=True)
        parent_of: dict[str, str | None] = {}
        ver_by_i_by_cid: list[dict[str, str | None]] = [{} for _ in channels]
-        hs_by_i_by_cid: list[dict[str, bool]] = [{} for _ in channels]
+        hb_by_i_by_cid: list[dict[str, bool]] = [{} for _ in channels]
+        inline_by_i_by_cid: list[dict[str, Any]] = [{} for _ in channels]
        chain_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
        seed_ver_by_ch: dict[str, str | None] = {ch: None for ch in channels}
+        seed_inline_by_ch: dict[str, Any] = {}
        walk_cursor_by_ch: dict[str, str | None] = {}
        seeded: set[str] = set()
        cursor: str | None = None
@@ -489,7 +491,8 @@ class PostgresSaver(BasePostgresSaver):
            while True:
                stage1_params: list[Any] = []
                for ch in channels:
-                    stage1_params.extend([ch, ch])
+                    # ver_i, blob channel, blob version, inline_i
+                    stage1_params.extend([ch, ch, ch, ch])
                stage1_params.extend(
                    [thread_id, checkpoint_ns, cursor, cursor, _DELTA_PAGE_SIZE]
                )
@@ -502,16 +505,19 @@ class PostgresSaver(BasePostgresSaver):
                    channels,
                    parent_of,
                    ver_by_i_by_cid,
-                    hs_by_i_by_cid,
+                    hb_by_i_by_cid,
+                    inline_by_i_by_cid,
                )
                self._try_advance_walks(
                    checkpoint_id,
                    channels,
                    parent_of,
                    ver_by_i_by_cid,
-                    hs_by_i_by_cid,
+                    hb_by_i_by_cid,
+                    inline_by_i_by_cid,
                    chain_by_ch,
                    seed_ver_by_ch,
+                    seed_inline_by_ch,
                    walk_cursor_by_ch,
                    seeded,
                )
@@ -546,6 +552,7 @@ class PostgresSaver(BasePostgresSaver):
            channels=channels,
            chain_by_ch=chain_by_ch,
            seed_ver_by_ch=seed_ver_by_ch,
+            seed_inline_by_ch=seed_inline_by_ch,
            stage2_rows=cast("list[_DeltaStage2Row]", stage2_rows),
        )

@@ -426,9 +426,11 @@ class AsyncPostgresSaver(BasePostgresSaver):
        stage1_sql = _build_delta_stage1_sql(channels, paged=True)
        parent_of: dict[str, str | None] = {}
        ver_by_i_by_cid: list[dict[str, str | None]] = [{} for _ in channels]
-        hs_by_i_by_cid: list[dict[str, bool]] = [{} for _ in channels]
+        hb_by_i_by_cid: list[dict[str, bool]] = [{} for _ in channels]
+        inline_by_i_by_cid: list[dict[str, Any]] = [{} for _ in channels]
        chain_by_ch: dict[str, list[str]] = {ch: [] for ch in channels}
        seed_ver_by_ch: dict[str, str | None] = {ch: None for ch in channels}
+        seed_inline_by_ch: dict[str, Any] = {}
        walk_cursor_by_ch: dict[str, str | None] = {}
        seeded: set[str] = set()
        cursor: str | None = None
@@ -437,7 +439,8 @@ class AsyncPostgresSaver(BasePostgresSaver):
            while True:
                stage1_params: list[Any] = []
                for ch in channels:
-                    stage1_params.extend([ch, ch])
+                    # ver_i, blob channel, blob version, inline_i
+                    stage1_params.extend([ch, ch, ch, ch])
                stage1_params.extend(
                    [thread_id, checkpoint_ns, cursor, cursor, _DELTA_PAGE_SIZE]
                )
@@ -450,16 +453,19 @@ class AsyncPostgresSaver(BasePostgresSaver):
                    channels,
                    parent_of,
                    ver_by_i_by_cid,
-                    hs_by_i_by_cid,
+                    hb_by_i_by_cid,
+                    inline_by_i_by_cid,
                )
                self._try_advance_walks(
                    checkpoint_id,
                    channels,
                    parent_of,
                    ver_by_i_by_cid,
-                    hs_by_i_by_cid,
+                    hb_by_i_by_cid,
+                    inline_by_i_by_cid,
                    chain_by_ch,
                    seed_ver_by_ch,
+                    seed_inline_by_ch,
                    walk_cursor_by_ch,
                    seeded,
                )
@@ -490,6 +496,7 @@ class AsyncPostgresSaver(BasePostgresSaver):
            channels=channels,
            chain_by_ch=chain_by_ch,
            seed_ver_by_ch=seed_ver_by_ch,
+            seed_inline_by_ch=seed_inline_by_ch,
            stage2_rows=cast("list[_DeltaStage2Row]", stage2_rows),
        )

@@ -573,7 +580,7 @@ class AsyncPostgresSaver(BasePostgresSaver):
        while True:
            try:
                yield asyncio.run_coroutine_threadsafe(
-                    anext(aiter_),  # type: ignore[arg-type]  # noqa: F821
+                    anext(aiter_),  # type: ignore[arg-type]
                    self.loop,
                ).result()
            except StopAsyncIteration:
@@ -199,27 +199,68 @@ class _DeltaStage2Row(TypedDict, total=False):


 def _build_delta_stage1_sql(channels: Sequence[str], *, paged: bool) -> str:
-    """Build stage 1 SQL with 2K parallel JSONB key lookups.
+    """Build stage 1 SQL with K parallel version lookups + seed probes.

    For channels=["messages", "files"] (with `paged=True`) the result is::

        SELECT checkpoint_id, parent_checkpoint_id,
               checkpoint -> 'channel_versions' ->> %s AS ver_0,
-               (checkpoint -> 'channel_values' -> %s) IS NOT NULL AS hs_0,
+               EXISTS (SELECT 1 FROM checkpoint_blobs b0
+                       WHERE b0.thread_id = checkpoints.thread_id
+                         AND b0.checkpoint_ns = checkpoints.checkpoint_ns
+                         AND b0.channel = %s
+                         AND b0.version = checkpoint -> 'channel_versions' ->> %s
+                         AND b0.type <> 'empty') AS hb_0,
+               checkpoint -> 'channel_values' -> %s AS inline_0,
               checkpoint -> 'channel_versions' ->> %s AS ver_1,
-               (checkpoint -> 'channel_values' -> %s) IS NOT NULL AS hs_1
+               EXISTS (...) AS hb_1,
+               checkpoint -> 'channel_values' -> %s AS inline_1
        FROM checkpoints
        WHERE thread_id = %s AND checkpoint_ns = %s
          AND (%s::text IS NULL OR checkpoint_id < %s)
        ORDER BY checkpoint_id DESC
        LIMIT %s

-    Channel names are passed as `%s` parameters (safe from SQL injection).
-    Only the column aliases `ver_i` / `hs_i` are interpolated into the
-    SQL string (i is bounded by len(channels) and uses safe identifiers).
+    A stored value for a channel lives in one of two places, because `put`
+    splits them:

-    Caller must extend params with `[ch_0, ch_0, ch_1, ch_1, ...,
-    thread_id, ns, cursor, cursor, page_size]` when `paged=True`.
+    * **blob** — non-primitive values (and `_DeltaSnapshot`) are moved to
+      `checkpoint_blobs`. `hb_i` ("has blob") probes for one. The probe hits
+      that table's primary key `(thread_id, checkpoint_ns, channel, version)`
+      exactly, so it is an index lookup per row per channel.
+    * **inline** — `None`, `str`, `int`, `float` and `bool` stay in the
+      checkpoint's own `channel_values` and get no blob row at all. `inline_i`
+      returns that value.
+
+    Testing only for a key in `channel_values` (the previous approach) missed
+    blob-stored plain values, since `put` leaves an inline marker there for
+    `_DeltaSnapshot` but not for a plain value — which is what a thread
+    migrated from a pre-delta channel type leaves behind. Probing only the
+    blobs table would conversely miss inline primitives. Both are needed, and
+    the caller treats "either present" as the seed.
+
+    `hb_i` also disambiguates the two: for a `_DeltaSnapshot`, `inline_i` is the
+    literal `true` marker rather than the value, so a blob must win over an
+    inline reading whenever one exists. That ordering is what makes a genuine
+    inline `true` (a bool channel) distinguishable from the marker.
+
+    The `type <> 'empty'` predicate mirrors the check stage 2 already applies
+    when resolving the seed blob. `put` does not currently produce `empty` rows
+    on this path — `blob_versions` is filtered to keys present in
+    `channel_values`, so `_dump_blobs`' empty branch is unreachable from it —
+    but without the predicate the two stages could disagree: stage 1 would
+    terminate the walk on a row stage 2 then discards, yielding no seed *and* a
+    truncated write chain, which is the failure this function exists to avoid.
+
+    Channel names are passed as `%s` parameters (safe from SQL injection).
+    Only the column aliases `ver_i` / `hb_i` / `inline_i` and the subquery alias
+    `b{i}` are interpolated into the SQL string (i is bounded by len(channels)
+    and uses safe identifiers).
+
+    Caller must extend params with `[ch_0 x4, ch_1 x4, ..., thread_id, ns,
+    cursor, cursor, page_size]` when `paged=True` — four per channel: the
+    version lookup, the blob's channel, the version the blob must match, and the
+    inline lookup.

    When `paged=False`, the WHERE has no cursor predicate and there's no
    LIMIT/ORDER BY — kept as a non-public helper for tests/diagnostics.
@@ -228,7 +269,13 @@ def _build_delta_stage1_sql(channels: Sequence[str], *, paged: bool) -> str:
    for i in range(len(channels)):
        cols.append(
            f"checkpoint -> 'channel_versions' ->> %s AS ver_{i}, "
-            f"(checkpoint -> 'channel_values' -> %s) IS NOT NULL AS hs_{i}"
+            f"EXISTS (SELECT 1 FROM checkpoint_blobs b{i} "
+            f"WHERE b{i}.thread_id = checkpoints.thread_id "
+            f"AND b{i}.checkpoint_ns = checkpoints.checkpoint_ns "
+            f"AND b{i}.channel = %s "
+            f"AND b{i}.version = checkpoint -> 'channel_versions' ->> %s "
+            f"AND b{i}.type <> 'empty') AS hb_{i}, "
+            f"checkpoint -> 'channel_values' -> %s AS inline_{i}"
        )
    sql = (
        "SELECT checkpoint_id, parent_checkpoint_id, "
@@ -342,7 +389,8 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
        channels: Sequence[str],
        parent_of: dict[str, str | None],
        ver_by_i_by_cid: list[dict[str, str | None]],
-        hs_by_i_by_cid: list[dict[str, bool]],
+        hb_by_i_by_cid: list[dict[str, bool]],
+        inline_by_i_by_cid: list[dict[str, Any]],
    ) -> str | None:
        """Fold one stage-1 page into the running walk-state mappings.

@@ -356,7 +404,8 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
            parent_of[cid] = cast("str | None", r["parent_checkpoint_id"])
            for i in range(len(channels)):
                ver_by_i_by_cid[i][cid] = cast("str | None", r.get(f"ver_{i}"))
-                hs_by_i_by_cid[i][cid] = bool(r.get(f"hs_{i}"))
+                hb_by_i_by_cid[i][cid] = bool(r.get(f"hb_{i}"))
+                inline_by_i_by_cid[i][cid] = r.get(f"inline_{i}")
            # Rows are DESC; the last one is the smallest cid in the page.
            oldest = cid
        return oldest
@@ -367,9 +416,11 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
        channels: Sequence[str],
        parent_of: Mapping[str, str | None],
        ver_by_i_by_cid: Sequence[Mapping[str, str | None]],
-        hs_by_i_by_cid: Sequence[Mapping[str, bool]],
+        hb_by_i_by_cid: Sequence[Mapping[str, bool]],
+        inline_by_i_by_cid: Sequence[Mapping[str, Any]],
        chain_by_ch: dict[str, list[str]],
        seed_ver_by_ch: dict[str, str | None],
+        seed_inline_by_ch: dict[str, Any],
        walk_cursor_by_ch: dict[str, str | None],
        seeded: set[str],
    ) -> None:
@@ -377,14 +428,15 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):

        Uses the partial `parent_of` map accumulated so far. A walk stops
        either because:
-          (a) it found a snapshot for its channel (channel becomes seeded),
+          (a) it found a stored value for its channel — a blob or an inline
+              primitive (channel becomes seeded),
          (b) it reached a real root (parent_of[cid] is None — fully
              materialized at this point), or
          (c) the next ancestor cid isn't in `parent_of` yet (waiting for
              a later page; the cursor stays put).

-        Mutates `chain_by_ch`, `seed_ver_by_ch`, `walk_cursor_by_ch`, and
-        `seeded` in place.
+        Mutates `chain_by_ch`, `seed_ver_by_ch`, `seed_inline_by_ch`,
+        `walk_cursor_by_ch`, and `seeded` in place.
        """
        for i, ch in enumerate(channels):
            if ch in seeded:
@@ -394,15 +446,22 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
                walk_cursor_by_ch[ch] = parent_of.get(target_id)
            cur_cid = walk_cursor_by_ch[ch]
            ch_chain = chain_by_ch[ch]
-            hs_i = hs_by_i_by_cid[i]
+            hb_i = hb_by_i_by_cid[i]
+            inline_i = inline_by_i_by_cid[i]
            ver_i = ver_by_i_by_cid[i]
            while cur_cid is not None:
                if cur_cid not in parent_of:
                    # Need more pages to continue this walk.
                    break
                ch_chain.append(cur_cid)
-                if hs_i.get(cur_cid, False):
+                has_blob = hb_i.get(cur_cid, False)
+                inline = inline_i.get(cur_cid)
+                if has_blob or inline is not None:
+                    # A blob wins: for a `_DeltaSnapshot` the inline reading is
+                    # the `true` marker, not the value.
                    seed_ver_by_ch[ch] = ver_i.get(cur_cid)
+                    if not has_blob:
+                        seed_inline_by_ch[ch] = inline
                    seeded.add(ch)
                    cur_cid = None
                    break
@@ -415,16 +474,23 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
        channels: Sequence[str],
        chain_by_ch: Mapping[str, list[str]],
        seed_ver_by_ch: Mapping[str, str | None],
+        seed_inline_by_ch: Mapping[str, Any],
        stage2_rows: Sequence[_DeltaStage2Row],
    ) -> dict[str, DeltaChannelHistory]:
        """Demux stage 2 rows per channel; produce per-channel histories.

        stage2_rows carry `channel` on every row. We build per-channel
        `writes_by_cid` and per-channel `seed_blob` dicts, then assemble
-        a `DeltaChannelHistory` per requested channel. The `seed` key is omitted
-        when the walk reached root with no snapshot found, or when the
-        seed blob is sentinel "empty" — in both cases the consumer treats
-        absence as "start empty".
+        a `DeltaChannelHistory` per requested channel.
+
+        A seed comes from the blobs table when the walk found one there, and
+        otherwise from `seed_inline_by_ch` — `put` keeps `None`, `str`, `int`,
+        `float` and `bool` values in the checkpoint's own `channel_values` with
+        no blob row, so those never appear in `stage2_rows`.
+
+        The `seed` key is omitted when the walk reached root without finding a
+        stored value, or when the seed blob is sentinel "empty" — in both cases
+        the consumer treats absence as "start empty".
        """
        # writes_by_ch_by_cid[channel][cid] = list of (type, blob, task_id, idx)
        writes_by_ch_by_cid: dict[str, dict[str, list[tuple[str, bytes, str, int]]]] = {
@@ -473,6 +539,10 @@ class BasePostgresSaver(BaseCheckpointSaver[str]):
                blob = seed_blob_by_ver.get((ch, seed_version))
                if blob is not None and blob[0] != "empty":
                    entry["seed"] = self.serde.loads_typed(blob)
+                elif ch in seed_inline_by_ch:
+                    # Inline primitive: stored in the checkpoint, not the blobs
+                    # table, so stage 2 never returned a row for it.
+                    entry["seed"] = seed_inline_by_ch[ch]
            result[ch] = entry
        return result

@@ -334,7 +334,7 @@ class ShallowPostgresSaver(BasePostgresSaver):
            >>> checkpoint_tuple = memory.get_tuple(config)
            >>> print(checkpoint_tuple)
            CheckpointTuple(...)
-        """  # noqa
+        """
        thread_id = config["configurable"]["thread_id"]
        checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
        args = (thread_id, checkpoint_ns)
@@ -885,7 +885,7 @@ class AsyncShallowPostgresSaver(BasePostgresSaver):
        while True:
            try:
                yield asyncio.run_coroutine_threadsafe(
-                    anext(aiter_),  # type: ignore[arg-type]  # noqa: F821
+                    anext(aiter_),  # type: ignore[arg-type]
                    self.loop,
                ).result()
            except StopAsyncIteration:
@@ -4,6 +4,7 @@ import asyncio
 import concurrent.futures
 import json
 import logging
+import re
 import threading
 from collections import defaultdict
 from collections.abc import Callable, Iterable, Iterator, Sequence
@@ -238,6 +239,12 @@ class BasePostgresStore(Generic[C]):
    conn: C
    _deserializer: Callable[[bytes | orjson.Fragment], dict[str, Any]] | None
    index_config: PostgresIndexConfig | None
+    ttl_config: TTLConfig | None
+
+    @property
+    def _omit_expired(self) -> bool:
+        """Whether expired-but-unswept rows should be filtered from reads."""
+        return bool(self.ttl_config and self.ttl_config.get("omit_expired"))

    def _get_batch_GET_ops_queries(
        self,
@@ -258,12 +265,17 @@ class BasePostgresStore(Generic[C]):
            namespace_groups[op.namespace].append((idx, op.key))
            refresh_ttls[op.namespace].append(op.refresh_ttl)

+        omit_expired = self._omit_expired
+        expiry_clause = (
+            "AND (s.expires_at IS NULL OR s.expires_at > NOW())" if omit_expired else ""
+        )
+
        results = []
        for namespace, items in namespace_groups.items():
            _, keys = zip(*items, strict=False)
            this_refresh_ttls = refresh_ttls[namespace]

-            query = """
+            query = f"""
                WITH passed_in AS (
                    SELECT unnest(%s::text[]) AS key,
                        unnest(%s::bool[])  AS do_refresh
@@ -276,12 +288,14 @@ class BasePostgresStore(Generic[C]):
                    AND s.key    = p.key
                    AND p.do_refresh = TRUE
                    AND s.ttl_minutes IS NOT NULL
+                    {expiry_clause}
                    RETURNING s.key
                )
                SELECT s.key, s.value, s.created_at, s.updated_at
                FROM store s
                JOIN passed_in p ON s.key = p.key
                WHERE s.prefix = %s
+                {expiry_clause}
            """
            ns_text = _namespace_to_text(namespace)
            params = (
@@ -422,6 +436,13 @@ class BasePostgresStore(Generic[C]):
        - embedding_requests: list of (original_index_in_search_ops, text_query)
        """

+        omit_expired = self._omit_expired
+        search_expiry_clause = (
+            "AND (store.expires_at IS NULL OR store.expires_at > NOW())"
+            if omit_expired
+            else ""
+        )
+
        queries = []
        embedding_requests = []
        for idx, (_, op) in enumerate(search_ops):
@@ -443,8 +464,9 @@ class BasePostgresStore(Generic[C]):
            ns_condition = "TRUE"
            ns_param: Sequence[str] | None = None
            if op.namespace_prefix:
-                ns_condition = "store.prefix LIKE %s"
-                ns_param = (f"{_namespace_to_text(op.namespace_prefix)}%",)
+                ns_condition, ns_param = _namespace_prefix_condition(
+                    op.namespace_prefix
+                )
            else:
                ns_param = ()

@@ -491,7 +513,7 @@ class BasePostgresStore(Generic[C]):
                            {score_operator} AS neg_score
                        FROM store
                        JOIN store_vectors sv ON store.prefix = sv.prefix AND store.key = sv.key
-                        WHERE {ns_condition} {extra_filters}
+                        WHERE {ns_condition} {extra_filters} {search_expiry_clause}
                        ORDER BY {score_operator} ASC
                        LIMIT %s
                    """
@@ -527,7 +549,7 @@ class BasePostgresStore(Generic[C]):
                base_query = f"""
                        SELECT store.prefix, store.key, store.value, store.created_at, store.updated_at, NULL AS score
                        FROM store
-                        WHERE {ns_condition} {extra_filters}
+                        WHERE {ns_condition} {extra_filters} {search_expiry_clause}
                        ORDER BY store.updated_at DESC
                        LIMIT %s
                        OFFSET %s
@@ -591,18 +613,23 @@ class BasePostgresStore(Generic[C]):
            """
            params: list[Any] = [op.max_depth, op.max_depth]

+            omit_expired = self._omit_expired
            conditions = []
+            if omit_expired:
+                conditions.append("(expires_at IS NULL OR expires_at > NOW())")
            if op.match_conditions:
                for condition in op.match_conditions:
-                    if condition.match_type == "prefix":
-                        conditions.append("prefix LIKE %s")
+                    if condition.match_type in ("prefix", "suffix"):
+                        if not condition.path:
+                            # An empty path constrains nothing; skipping keeps it a
+                            # no-op rather than emitting a pattern that matches no
+                            # namespace at all.
+                            continue
+                        conditions.append("prefix ~ %s")
                        params.append(
-                            f"{_namespace_to_text(condition.path, handle_wildcards=True)}%"
-                        )
-                    elif condition.match_type == "suffix":
-                        conditions.append("prefix LIKE %s")
-                        params.append(
-                            f"%{_namespace_to_text(condition.path, handle_wildcards=True)}"
+                            _namespace_match_pattern(
+                                condition.path, condition.match_type
+                            )
                        )
                    else:
                        logger.warning(
@@ -1248,15 +1275,59 @@ def _get_index_params(store: Any) -> tuple[str, dict[str, Any]]:
    return kind, sanitized


-def _namespace_to_text(
-    namespace: tuple[str, ...], handle_wildcards: bool = False
-) -> str:
+def _namespace_to_text(namespace: tuple[str, ...]) -> str:
    """Convert namespace tuple to text string."""
-    if handle_wildcards:
-        namespace = tuple("%" if val == "*" else val for val in namespace)
    return ".".join(namespace)


+def _escape_like_literal(text: str) -> str:
+    """Escape LIKE metacharacters so `text` is matched literally.
+
+    Namespace labels may contain `_` and `%`, which would otherwise act as
+    wildcards: `("user_1",)` would match `("userX1",)`. Backslash is escaped
+    first so it cannot escape the following character. Requires an explicit
+    `ESCAPE '\\'` clause on the pattern.
+    """
+    return text.replace("\\", "\\\\").replace("%", "\\%").replace("_", "\\_")
+
+
+def _namespace_prefix_condition(namespace_prefix: tuple[str, ...]) -> tuple[str, tuple]:
+    """Build the SQL scoping a search to a namespace and its descendants.
+
+    Matches the namespace exactly or requires the `.` separator before any
+    remainder, so a prefix of `("foo",)` does not also match `("foobar",)`.
+
+    Both arms stay index-friendly: equality on the `(prefix, key)` primary key,
+    the anchored LIKE on the `prefix text_pattern_ops` index.
+
+    Only the LIKE arm is escaped -- equality does not interpret metacharacters,
+    so escaping it would stop `("user_1",)` from matching itself.
+    """
+    path = _namespace_to_text(namespace_prefix)
+    condition = r"(store.prefix = %s OR store.prefix LIKE %s ESCAPE '\')"
+    return condition, (path, f"{_escape_like_literal(path)}.%")
+
+
+def _namespace_match_pattern(path: tuple[str, ...], match_type: str) -> str:
+    """Build a POSIX regex matching the dot-joined prefix on whole segments.
+
+    Needed because `LIKE` cannot express "any character except the separator".
+    Matches how `InMemoryStore` compares namespaces element-wise.
+
+    `*` matches exactly one segment. Prefix matches stay open-ended but must end
+    on a separator; suffix matches anchor at the end and begin on one.
+
+    Examples:
+        prefix ("uid", "*", "alice") -> ^uid\\.[^.]+\\.alice(\\.|\\Z)
+        suffix ("alice",)            -> (^|\\.)alice\\Z
+    """
+    segments = ("[^.]+" if part == "*" else re.escape(part) for part in path)
+    body = r"\.".join(segments)
+    if match_type == "suffix":
+        return rf"(^|\.){body}\Z"
+    return rf"^{body}(\.|\Z)"
+
+
 def _row_to_item(
    namespace: tuple[str, ...],
    row: Row,
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.0"
+version = "3.1.2"
 description = "Library with a Postgres implementation of LangGraph checkpoint saver."
 authors = []
 requires-python = ">=3.10"
@@ -32,6 +32,7 @@ test = [
  "pytest-mock",
  "psycopg[binary]",
  "langgraph-checkpoint",
+  "langgraph-checkpoint-conformance",
  "pytest-watcher",
 ]
 lint = [
@@ -49,6 +50,7 @@ default-groups = ['dev']

 [tool.uv.sources]
 langgraph-checkpoint = { path = "../checkpoint", editable = true }
+langgraph-checkpoint-conformance = { path = "../checkpoint-conformance", editable = true }

 [tool.hatch.build.targets.wheel]
 include = ["langgraph"]
@@ -64,6 +66,8 @@ lint.select = [
  "UP", # pyupgrade
  "B",  # flake8-bugbear
  "I",  # isort
+  "PLC0415",  # import-outside-top-level
+  "RUF100",  # unused noqa directive
  "UP", # pyupgrade
 ]
 lint.ignore = ["E501", "B008"]
@@ -380,13 +380,15 @@ async def test_delta_channel_chain_reconstruction(saver_name: str) -> None:
        "langgraph.channels.delta", reason="langgraph core not installed"
    )

-    from typing import Annotated
+    # Deferred on purpose: langgraph core is not a test dependency of this
+    # package, so these must stay behind the importorskip above.
+    from typing import Annotated  # noqa: PLC0415

-    from langchain_core.messages import AIMessage, HumanMessage
-    from langgraph.channels.delta import DeltaChannel
-    from langgraph.graph import START, StateGraph
-    from langgraph.graph.message import _messages_delta_reducer
-    from typing_extensions import TypedDict
+    from langchain_core.messages import AIMessage, HumanMessage  # noqa: PLC0415
+    from langgraph.channels.delta import DeltaChannel  # noqa: PLC0415
+    from langgraph.graph import START, StateGraph  # noqa: PLC0415
+    from langgraph.graph.message import _messages_delta_reducer  # noqa: PLC0415
+    from typing_extensions import TypedDict  # noqa: PLC0415

    class State(TypedDict):
        messages: Annotated[list, DeltaChannel(_messages_delta_reducer)]
@@ -739,3 +739,135 @@ async def test_store_ttl(store):
    # Now has been (TTL_SECONDS-2)*2 > TTL_SECONDS + TTL_SECONDS/2
    results = await store.asearch(ns, query="bar", refresh_ttl=False)
    assert len(results) == 0
+
+
+async def _aexpire_now(
+    store: AsyncPostgresStore, ns: tuple[str, ...], key: str
+) -> None:
+    """Backdate a row's expires_at into the past without deleting it (unswept)."""
+    async with store._cursor() as cur:
+        await cur.execute(
+            "UPDATE store SET expires_at = NOW() - INTERVAL '1 minute' "
+            "WHERE prefix = %s AND key = %s",
+            (".".join(ns), key),
+        )
+
+
+async def _arow_exists(
+    store: AsyncPostgresStore, ns: tuple[str, ...], key: str
+) -> bool:
+    async with store._cursor() as cur:
+        await cur.execute(
+            "SELECT COUNT(*) AS n FROM store WHERE prefix = %s AND key = %s",
+            (".".join(ns), key),
+        )
+        return (await cur.fetchone())["n"] == 1
+
+
+async def _astored_expires_at(store: AsyncPostgresStore, ns: tuple[str, ...], key: str):
+    async with store._cursor() as cur:
+        await cur.execute(
+            "SELECT expires_at FROM store WHERE prefix = %s AND key = %s",
+            (".".join(ns), key),
+        )
+        return (await cur.fetchone())["expires_at"]
+
+
+async def test_omit_expired_filters_read_paths(store: AsyncPostgresStore) -> None:
+    await store.stop_ttl_sweeper()  # deterministic: no background deletion
+    store.ttl_config["omit_expired"] = True
+
+    expired_ns = ("omit", "expired")
+    control_ns = ("omit", "control")
+    await store.aput(expired_ns, "e", {"data": "gone"}, ttl=TTL_MINUTES)
+    await store.aput(control_ns, "c", {"data": "keep"}, ttl=None)
+    await _aexpire_now(store, expired_ns, "e")
+
+    # The row is expired but physically still present (unswept).
+    assert await _arow_exists(store, expired_ns, "e")
+
+    # aget omits it; the never-expiring control is still returned.
+    assert await store.aget(expired_ns, "e") is None
+    assert await store.aget(control_ns, "c") is not None
+
+    # asearch omits it but returns the control.
+    assert await store.asearch(expired_ns) == []
+    assert [i.key for i in await store.asearch(control_ns)] == ["c"]
+
+    # alist_namespaces drops the expired-only namespace, keeps the control.
+    namespaces = await store.alist_namespaces(prefix=("omit",))
+    assert expired_ns not in namespaces
+    assert control_ns in namespaces
+
+
+@pytest.mark.parametrize("omit", [None, False], ids=["default", "explicit-false"])
+async def test_omit_expired_disabled_preserves_expired_rows(
+    store: AsyncPostgresStore, omit
+) -> None:
+    await store.stop_ttl_sweeper()
+    if omit is not None:
+        store.ttl_config["omit_expired"] = omit
+
+    ns = ("keep",)
+    await store.aput(ns, "k", {"data": "still-here"}, ttl=TTL_MINUTES)
+    await _aexpire_now(store, ns, "k")
+
+    assert await store.aget(ns, "k", refresh_ttl=False) is not None
+    assert [i.key for i in await store.asearch(ns, refresh_ttl=False)] == ["k"]
+    assert ns in await store.alist_namespaces(prefix=("keep",))
+
+
+async def test_omit_expired_refresh_ttl_only_refreshes_live_rows(
+    store: AsyncPostgresStore,
+) -> None:
+    await store.stop_ttl_sweeper()
+    store.ttl_config["omit_expired"] = True
+
+    ns = ("refresh",)
+    await store.aput(ns, "expired", {"n": 0}, ttl=TTL_MINUTES)
+    await store.aput(ns, "live_get", {"n": 1}, ttl=TTL_MINUTES)
+    await store.aput(ns, "live_search", {"n": 2}, ttl=TTL_MINUTES)
+    await _aexpire_now(store, ns, "expired")
+
+    expired_before = await _astored_expires_at(store, ns, "expired")
+    get_before = await _astored_expires_at(store, ns, "live_get")
+    search_before = await _astored_expires_at(store, ns, "live_search")
+
+    # refresh_ttl=True must NOT resurrect the expired row (via aget or asearch)...
+    assert await store.aget(ns, "expired", refresh_ttl=True) is None
+    live_keys = [i.key for i in await store.asearch(ns, refresh_ttl=True)]
+    assert "expired" not in live_keys
+    assert await _astored_expires_at(store, ns, "expired") == expired_before
+
+    # ...but must still extend the live rows that were read.
+    assert await store.aget(ns, "live_get", refresh_ttl=True) is not None
+    assert await _astored_expires_at(store, ns, "live_get") > get_before
+    assert await _astored_expires_at(store, ns, "live_search") > search_before
+
+
+async def test_omit_expired_search_pagination(store: AsyncPostgresStore) -> None:
+    await store.stop_ttl_sweeper()
+    store.ttl_config["omit_expired"] = True
+
+    ns = ("page",)
+    for k in ("a", "b", "c"):
+        await store.aput(ns, k, {"k": k}, ttl=TTL_MINUTES)
+    await store.aput(ns, "expired", {"k": "x"}, ttl=TTL_MINUTES)
+    await _aexpire_now(store, ns, "expired")
+
+    seconds_ago = {"a": 1, "expired": 2, "b": 3, "c": 4}
+    # updated_at DESC orders these a, expired, b, c, so the expired row sits inside
+    # the first limit=2 window. Correct (pre-LIMIT) filtering yields live pages
+    # [a, b] then [c]; post-LIMIT filtering would underfill page 1 to just [a].
+    async with store._cursor() as cur:
+        for key, secs in seconds_ago.items():
+            await cur.execute(
+                "UPDATE store SET updated_at = NOW() - (%s * INTERVAL '1 second') "
+                "WHERE prefix = %s AND key = %s",
+                (secs, ".".join(ns), key),
+            )
+
+    page1 = await store.asearch(ns, limit=2, offset=0)
+    page2 = await store.asearch(ns, limit=2, offset=2)
+    assert [i.key for i in page1] == ["a", "b"]
+    assert [i.key for i in page2] == ["c"]
@@ -0,0 +1,30 @@
+"""Run delta-channel conformance capabilities against AsyncPostgresSaver."""
+
+from __future__ import annotations
+
+import pytest
+from langgraph.checkpoint.conformance import validate
+from langgraph.checkpoint.conformance.initializer import checkpointer_test
+
+from langgraph.checkpoint.postgres.aio import AsyncPostgresSaver
+from tests.conftest import DEFAULT_URI
+
+
+@pytest.mark.asyncio
+async def test_delta_channel_conformance():
+    @checkpointer_test(name="AsyncPostgresSaver")
+    async def postgres_saver():
+        async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver:
+            await saver.setup()
+            yield saver
+
+    report = await validate(
+        postgres_saver,
+        capabilities={
+            "delta_channel_history",
+        },
+    )
+    for cap, result in report.results.items():
+        if result.passed is False:
+            details = "\n".join(result.failures or [])
+            pytest.fail(f"Capability {cap} failed:\n{details}")
@@ -0,0 +1,204 @@
+"""Seed detection for `DeltaChannel` histories on Postgres.
+
+`put` splits stored values in two: primitives stay inline in the checkpoint's
+`channel_values`, everything else moves to `checkpoint_blobs`. Only
+`_DeltaSnapshot` leaves an inline marker behind when it moves, so the stage-1
+walk has to check both places — a blob probe alone misses inline primitives, and
+an inline-key check alone missed blob-stored plain values, which is what a thread
+migrated from a pre-delta channel type leaves behind. See #8534.
+"""
+
+from __future__ import annotations
+
+from typing import Any
+from uuid import uuid4
+
+import pytest
+from langgraph.checkpoint.base import Checkpoint, empty_checkpoint
+from langgraph.checkpoint.base.id import uuid6
+from langgraph.checkpoint.serde.types import _DeltaSnapshot
+
+from langgraph.checkpoint.postgres.aio import AsyncPostgresSaver
+from tests.conftest import DEFAULT_URI
+
+CHANNEL = "items"
+
+
+async def _build_chain(saver: AsyncPostgresSaver, seed_value: Any) -> tuple[str, dict]:
+    """Store `seed_value` at step 1, then two steps that store nothing.
+
+    Every step carries a write so the walk has something to collect.
+    Returns `(thread_id, head_config)`.
+    """
+    thread_id = str(uuid4())
+    parent: dict | None = None
+    for step in range(4):
+        config: dict = {"configurable": {"thread_id": thread_id, "checkpoint_ns": ""}}
+        if parent is not None:
+            config["configurable"]["checkpoint_id"] = parent["configurable"][
+                "checkpoint_id"
+            ]
+        cp: Checkpoint = empty_checkpoint()
+        cp["id"] = str(uuid6(clock_seq=step))
+        new_versions: dict[str, Any] = {}
+        if step == 1:
+            cp["channel_values"][CHANNEL] = seed_value
+            cp["channel_versions"][CHANNEL] = "v1"
+            new_versions[CHANNEL] = "v1"
+        else:
+            cp["channel_versions"][CHANNEL] = f"v{step}"
+        parent = await saver.aput(
+            config, cp, {"source": "loop", "step": step, "parents": {}}, new_versions
+        )
+        await saver.aput_writes(parent, [(CHANNEL, f"w{step}")], str(uuid4()))
+    assert parent is not None
+    return thread_id, parent
+
+
+@pytest.mark.asyncio
+async def test_plain_value_seed_is_found() -> None:
+    """A pre-delta plain value must be located as the seed.
+
+    Before #8534 the walk ran to the root and returned no seed, which happens
+    to reconstruct correctly for additive reducers while costing an
+    O(thread length) replay on every read.
+    """
+    async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver:
+        await saver.setup()
+        _, head = await _build_chain(saver, [10, 20])
+
+        result = await saver.aget_delta_channel_history(config=head, channels=[CHANNEL])
+        entry = result[CHANNEL]
+
+        assert entry.get("seed") == [10, 20], (
+            f"expected the plain value as seed, got {entry.get('seed', '<missing>')}"
+        )
+        # Only the writes between the seed and the head's parent replay: step 1
+        # (the seed's own) and step 2. Step 0 is older than the seed, step 3 is
+        # pending at the head.
+        assert [w[2] for w in entry["writes"]] == ["w1", "w2"]
+
+
+@pytest.mark.asyncio
+async def test_delta_snapshot_seed_is_found() -> None:
+    """The `_DeltaSnapshot` path keeps working, so both seed kinds agree."""
+    async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver:
+        await saver.setup()
+        _, head = await _build_chain(saver, _DeltaSnapshot([10, 20]))
+
+        result = await saver.aget_delta_channel_history(config=head, channels=[CHANNEL])
+        entry = result[CHANNEL]
+
+        seed = entry.get("seed")
+        assert isinstance(seed, _DeltaSnapshot), f"expected a snapshot, got {seed!r}"
+        assert seed.value == [10, 20]
+        assert [w[2] for w in entry["writes"]] == ["w1", "w2"]
+
+
+@pytest.mark.asyncio
+async def test_version_bump_without_a_value_does_not_hide_an_older_seed() -> None:
+    """A delta-era step bumps `channel_versions` without storing a value, so no
+    blob exists for that version. The probe must report no seed there and keep
+    walking rather than stopping at a version it cannot resolve.
+
+    Step 0 holds the real value; step 1 bumps the version with nothing stored.
+    Walking back from the head has to pass step 1 to reach step 0.
+    """
+    async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver:
+        await saver.setup()
+        thread_id = str(uuid4())
+        parent: dict | None = None
+        for step in range(4):
+            config: dict = {
+                "configurable": {"thread_id": thread_id, "checkpoint_ns": ""}
+            }
+            if parent is not None:
+                config["configurable"]["checkpoint_id"] = parent["configurable"][
+                    "checkpoint_id"
+                ]
+            cp: Checkpoint = empty_checkpoint()
+            cp["id"] = str(uuid6(clock_seq=step))
+            new_versions: dict[str, Any] = {}
+            if step == 0:
+                cp["channel_values"][CHANNEL] = [10, 20]
+                cp["channel_versions"][CHANNEL] = "v0"
+                new_versions[CHANNEL] = "v0"
+            elif step == 1:
+                # Version bumped, value absent -> no blob row written.
+                cp["channel_versions"][CHANNEL] = "v1"
+                new_versions[CHANNEL] = "v1"
+            else:
+                cp["channel_versions"][CHANNEL] = "v1"
+            parent = await saver.aput(
+                config,
+                cp,
+                {"source": "loop", "step": step, "parents": {}},
+                new_versions,
+            )
+            await saver.aput_writes(parent, [(CHANNEL, f"w{step}")], str(uuid4()))
+        assert parent is not None
+
+        result = await saver.aget_delta_channel_history(
+            config=parent, channels=[CHANNEL]
+        )
+        entry = result[CHANNEL]
+
+        assert entry.get("seed") == [10, 20], (
+            "the walk stopped at the empty blob instead of reaching the real "
+            f"value at step 0; got {entry.get('seed', '<missing>')}"
+        )
+        assert [w[2] for w in entry["writes"]] == ["w0", "w1", "w2"]
+
+
+@pytest.mark.asyncio
+async def test_inline_primitive_seed_is_found() -> None:
+    """`put` keeps `None`, `str`, `int`, `float` and `bool` in the checkpoint's
+    own `channel_values` with no blob row, so a blob probe alone cannot see
+    them. Stage 1 reads the inline value too and uses it when there is no blob.
+    """
+    async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver:
+        await saver.setup()
+        for seed_value in (42, "x", 3.5, None):
+            _, head = await _build_chain(saver, seed_value)
+            entry = (
+                await saver.aget_delta_channel_history(config=head, channels=[CHANNEL])
+            )[CHANNEL]
+            if seed_value is None:
+                # A JSON null is indistinguishable from "no value stored", so
+                # the walk keeps going; replay from empty is the correct result.
+                assert "seed" not in entry
+            else:
+                assert entry.get("seed") == seed_value, (
+                    f"inline {type(seed_value).__name__} seed not found: "
+                    f"{entry.get('seed', '<missing>')!r}"
+                )
+                assert [w[2] for w in entry["writes"]] == ["w1", "w2"]
+
+
+@pytest.mark.asyncio
+async def test_inline_true_is_not_read_as_a_snapshot_marker() -> None:
+    """`put` inlines a literal `true` in `channel_values` as the marker for a
+    `_DeltaSnapshot`, which is also what a genuine `bool` channel holding
+    `True` looks like. A blob exists only in the snapshot case, so preferring
+    the blob keeps the two apart.
+    """
+    async with AsyncPostgresSaver.from_conn_string(DEFAULT_URI) as saver:
+        await saver.setup()
+
+        _, head = await _build_chain(saver, True)
+        entry = (
+            await saver.aget_delta_channel_history(config=head, channels=[CHANNEL])
+        )[CHANNEL]
+        assert entry.get("seed") is True, (
+            f"a real inline True must survive, got {entry.get('seed', '<missing>')!r}"
+        )
+
+        _, snap_head = await _build_chain(saver, _DeltaSnapshot(True))
+        snap_entry = (
+            await saver.aget_delta_channel_history(config=snap_head, channels=[CHANNEL])
+        )[CHANNEL]
+        seed = snap_entry.get("seed")
+        assert isinstance(seed, _DeltaSnapshot), (
+            f"the marker must resolve to the blob, not inline true; got {seed!r}"
+        )
+        assert seed.value is True
@@ -20,6 +20,10 @@ from langgraph.store.base import (
 from psycopg import Connection

 from langgraph.store.postgres import PostgresStore
+from langgraph.store.postgres.base import (
+    _escape_like_literal,
+    _namespace_match_pattern,
+)
 from tests.conftest import (
    DEFAULT_URI,
    VECTOR_TYPES,
@@ -326,6 +330,127 @@ def test_list_namespaces(store) -> None:
        store.delete(namespace, "dummy")


+def test_escape_like_literal() -> None:
+    assert _escape_like_literal("users.alice") == "users.alice"
+    assert _escape_like_literal("user_1") == r"user\_1"
+    assert _escape_like_literal("100%") == r"100\%"
+    assert _escape_like_literal("a\\b") == "a\\\\b"
+    assert _escape_like_literal("") == ""
+
+
+def test_namespace_match_pattern() -> None:
+    assert _namespace_match_pattern(("foo",), "prefix") == r"^foo(\.|\Z)"
+    assert _namespace_match_pattern(("uid", "users"), "prefix") == r"^uid\.users(\.|\Z)"
+    assert (
+        _namespace_match_pattern(("uid", "*", "alice"), "prefix")
+        == r"^uid\.[^.]+\.alice(\.|\Z)"
+    )
+    assert _namespace_match_pattern(("alice",), "suffix") == r"(^|\.)alice\Z"
+
+    # Regex metacharacters in a label are quoted, not interpreted.
+    pattern = _namespace_match_pattern(("a.b+c",), "prefix")
+    assert re.match(pattern, "a.b+c.child")
+    assert not re.match(pattern, "axbbbc")
+
+
+def test_search_namespace_segment_boundary(store) -> None:
+    """Prefix scoping must stop at namespace segment boundaries.
+
+    Namespaces are stored dot-joined, so matching the raw text also returns
+    siblings sharing leading characters. Callers isolate tenants by namespace,
+    so prefix-shaped ids (1 vs 12) would cross-read.
+    """
+    for namespace in [
+        ("foo",),
+        ("foo", "child"),
+        ("foo", "child", "deep"),
+        ("foobar",),
+        ("foobar", "baz"),
+        ("foo2",),
+    ]:
+        store.put(namespace, "k", {"v": 1})
+
+    def _namespaces(prefix: tuple[str, ...]) -> set[tuple[str, ...]]:
+        return {item.namespace for item in store.search(prefix, limit=100)}
+
+    assert _namespaces(("foo",)) == {
+        ("foo",),
+        ("foo", "child"),
+        ("foo", "child", "deep"),
+    }
+    # The sibling scope is independent, not merely narrower.
+    assert _namespaces(("foobar",)) == {("foobar",), ("foobar", "baz")}
+    assert _namespaces(("foo", "child")) == {("foo", "child"), ("foo", "child", "deep")}
+    assert _namespaces(("foo2",)) == {("foo2",)}
+    assert _namespaces(("fo",)) == set()
+
+
+def test_search_empty_prefix_is_unconstrained(store) -> None:
+    """An empty prefix constrains nothing and must return every namespace."""
+    for namespace in [("a",), ("b", "c"), ("d", "e", "f")]:
+        store.put(namespace, "k", {"v": 1})
+
+    assert {item.namespace for item in store.search((), limit=100)} == {
+        ("a",),
+        ("b", "c"),
+        ("d", "e", "f"),
+    }
+
+
+def test_search_namespace_like_metacharacters(store) -> None:
+    """`_` and `%` are legal namespace labels, not LIKE wildcards."""
+    for namespace in [
+        ("user_1",),
+        ("user_1", "child"),
+        ("userX1",),
+        ("a%b",),
+        ("axxb",),
+    ]:
+        store.put(namespace, "k", {"v": 1})
+
+    def _namespaces(prefix: tuple[str, ...]) -> set[tuple[str, ...]]:
+        return {item.namespace for item in store.search(prefix, limit=100)}
+
+    # Also asserts the namespace still matches itself, which catches escaping
+    # the equality arm by mistake.
+    assert _namespaces(("user_1",)) == {("user_1",), ("user_1", "child")}
+    assert _namespaces(("a%b",)) == {("a%b",)}
+
+
+def test_list_namespaces_segment_boundary(store) -> None:
+    for namespace in [
+        ("foo",),
+        ("foo", "child"),
+        ("foobar",),
+        ("foobar", "baz"),
+        ("uid", "users", "alice"),
+        ("uid", "users", "malice"),
+        ("uid", "a", "b", "alice"),
+    ]:
+        store.put(namespace, "k", {"v": 1})
+
+    assert set(store.list_namespaces(prefix=["foo"], limit=100)) == {
+        ("foo",),
+        ("foo", "child"),
+    }
+    # Suffix must align to a segment: "malice" does not end with the "alice"
+    # segment.
+    assert set(store.list_namespaces(suffix=["alice"], limit=100)) == {
+        ("uid", "users", "alice"),
+        ("uid", "a", "b", "alice"),
+    }
+    # "*" spans exactly one segment.
+    assert set(store.list_namespaces(prefix=["uid", "*", "alice"], limit=100)) == {
+        ("uid", "users", "alice"),
+    }
+    # Prefix matching stays open-ended across depth.
+    assert set(store.list_namespaces(prefix=["uid"], limit=100)) == {
+        ("uid", "users", "alice"),
+        ("uid", "users", "malice"),
+        ("uid", "a", "b", "alice"),
+    }
+
+
 def test_search(store) -> None:
    # Create test data
    test_data = [
@@ -863,6 +988,133 @@ def test_store_ttl(store):
    assert len(res) == 0


+def _expire_now(store: PostgresStore, ns: tuple[str, ...], key: str) -> None:
+    """Backdate a row's expires_at into the past without deleting it (unswept)."""
+    with store._cursor() as cur:
+        cur.execute(
+            "UPDATE store SET expires_at = NOW() - INTERVAL '1 minute' "
+            "WHERE prefix = %s AND key = %s",
+            (".".join(ns), key),
+        )
+
+
+def _row_exists(store: PostgresStore, ns: tuple[str, ...], key: str) -> bool:
+    with store._cursor() as cur:
+        cur.execute(
+            "SELECT COUNT(*) AS n FROM store WHERE prefix = %s AND key = %s",
+            (".".join(ns), key),
+        )
+        return cur.fetchone()["n"] == 1
+
+
+def _stored_expires_at(store: PostgresStore, ns: tuple[str, ...], key: str):
+    with store._cursor() as cur:
+        cur.execute(
+            "SELECT expires_at FROM store WHERE prefix = %s AND key = %s",
+            (".".join(ns), key),
+        )
+        return cur.fetchone()["expires_at"]
+
+
+def test_omit_expired_filters_read_paths(store: PostgresStore) -> None:
+    store.stop_ttl_sweeper()  # deterministic: no background deletion
+    store.ttl_config["omit_expired"] = True
+
+    expired_ns = ("omit", "expired")
+    control_ns = ("omit", "control")
+    store.put(expired_ns, "e", {"data": "gone"}, ttl=TTL_MINUTES)
+    store.put(control_ns, "c", {"data": "keep"}, ttl=None)
+    _expire_now(store, expired_ns, "e")
+
+    # The row is expired but physically still present (unswept).
+    assert _row_exists(store, expired_ns, "e")
+
+    # get omits it; the never-expiring control is still returned.
+    assert store.get(expired_ns, "e") is None
+    assert store.get(control_ns, "c") is not None
+
+    # search omits it but returns the control.
+    assert store.search(expired_ns) == []
+    assert [i.key for i in store.search(control_ns)] == ["c"]
+
+    # list_namespaces drops the expired-only namespace, keeps the control.
+    namespaces = store.list_namespaces(prefix=("omit",))
+    assert expired_ns not in namespaces
+    assert control_ns in namespaces
+
+
+@pytest.mark.parametrize("omit", [None, False], ids=["default", "explicit-false"])
+def test_omit_expired_disabled_preserves_expired_rows(
+    store: PostgresStore, omit
+) -> None:
+    store.stop_ttl_sweeper()
+    if omit is not None:
+        store.ttl_config["omit_expired"] = omit
+
+    ns = ("keep",)
+    store.put(ns, "k", {"data": "still-here"}, ttl=TTL_MINUTES)
+    _expire_now(store, ns, "k")
+
+    assert store.get(ns, "k", refresh_ttl=False) is not None
+    assert [i.key for i in store.search(ns, refresh_ttl=False)] == ["k"]
+    assert ns in store.list_namespaces(prefix=("keep",))
+
+
+def test_omit_expired_refresh_ttl_only_refreshes_live_rows(
+    store: PostgresStore,
+) -> None:
+    store.stop_ttl_sweeper()
+    store.ttl_config["omit_expired"] = True
+
+    ns = ("refresh",)
+    store.put(ns, "expired", {"n": 0}, ttl=TTL_MINUTES)
+    store.put(ns, "live_get", {"n": 1}, ttl=TTL_MINUTES)
+    store.put(ns, "live_search", {"n": 2}, ttl=TTL_MINUTES)
+    _expire_now(store, ns, "expired")
+
+    expired_before = _stored_expires_at(store, ns, "expired")
+    get_before = _stored_expires_at(store, ns, "live_get")
+    search_before = _stored_expires_at(store, ns, "live_search")
+
+    # refresh_ttl=True must NOT resurrect the expired row (via get or search)...
+    assert store.get(ns, "expired", refresh_ttl=True) is None
+    assert "expired" not in [i.key for i in store.search(ns, refresh_ttl=True)]
+    assert _stored_expires_at(store, ns, "expired") == expired_before
+
+    # ...but must still extend the live rows that were read.
+    assert store.get(ns, "live_get", refresh_ttl=True) is not None
+    assert _stored_expires_at(store, ns, "live_get") > get_before
+    assert _stored_expires_at(store, ns, "live_search") > search_before
+
+
+def test_omit_expired_search_pagination(store: PostgresStore) -> None:
+    store.stop_ttl_sweeper()
+    store.ttl_config["omit_expired"] = True
+
+    ns = ("page",)
+    for k in ("a", "b", "c"):
+        store.put(ns, k, {"k": k}, ttl=TTL_MINUTES)
+    store.put(ns, "expired", {"k": "x"}, ttl=TTL_MINUTES)
+    _expire_now(store, ns, "expired")
+
+    seconds_ago = {"a": 1, "expired": 2, "b": 3, "c": 4}
+    # updated_at DESC orders these a, expired, b, c, so the expired row sits inside
+    # the first limit=2 window. Correct (pre-LIMIT) filtering yields live pages
+    # [a, b] then [c]; post-LIMIT filtering would underfill page 1 to just [a].
+    with store._cursor() as cur:
+        for key, secs in seconds_ago.items():
+            cur.execute(
+                "UPDATE store SET updated_at = NOW() - (%s * INTERVAL '1 second') "
+                "WHERE prefix = %s AND key = %s",
+                (secs, ".".join(ns), key),
+            )
+
+    page1 = store.search(ns, limit=2, offset=0)
+    page2 = store.search(ns, limit=2, offset=2)
+    assert [i.key for i in page1] == ["a", "b"]
+    assert [i.key for i in page2] == ["c"]
+
+
@pytest.mark.parametrize(
    "vector_type,distance_type",
    [
@@ -899,3 +1151,16 @@ def test_non_ascii(
        assert result3[0].key == "3"
        assert result4[0].key == "4"
        assert result5[0].key == "5"
+
+
+def test_namespace_labels_with_trailing_newline(store) -> None:
+    """Labels may contain newlines, and must not match a differently-named label."""
+    store.put(("users", "alice"), "k", {"v": 1})
+    store.put(("users", "alice\n"), "k", {"v": 2})
+
+    assert set(store.list_namespaces(suffix=["alice"], limit=100)) == {
+        ("users", "alice"),
+    }
+    assert set(store.list_namespaces(prefix=["users", "alice"], limit=100)) == {
+        ("users", "alice"),
+    }
@@ -17,16 +17,16 @@ wheels = [

 [[package]]
 name = "anyio"
-version = "4.13.0"
+version = "4.14.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
    { name = "idna" },
    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc", size = 231622, upload-time = "2026-03-24T12:59:09.671Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/61/cc/a381afa6efea9f496eff839d4a6a1aed3bfafc7b3ab4b0d1b243a12573dd/anyio-4.14.2.tar.gz", hash = "sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f", size = 260176, upload-time = "2026-07-12T20:29:07.082Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353, upload-time = "2026-03-24T12:59:08.246Z" },
+    { url = "https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl", hash = "sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494", size = 125813, upload-time = "2026-07-12T20:29:05.763Z" },
 ]

 [[package]]
@@ -138,11 +138,11 @@ wheels = [

 [[package]]
 name = "codespell"
-version = "2.4.2"
+version = "2.4.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/2d/9d/1d0903dff693160f893ca6abcabad545088e7a2ee0a6deae7c24e958be69/codespell-2.4.2.tar.gz", hash = "sha256:3c33be9ae34543807f088aeb4832dfad8cb2dae38da61cac0a7045dd376cfdf3", size = 352058, upload-time = "2026-03-05T18:10:42.936Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/80/19/45e941380f69c042b43423513d201e6592346f992394347f5e7174c31407/codespell-2.4.3.tar.gz", hash = "sha256:cbe085e331227b37bb86ef8bddd08dc768c704ee9a07ca869852c093fa2793e2", size = 352773, upload-time = "2026-07-15T11:51:54.159Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/42/a1/52fa05533e95fe45bcc09bcf8a503874b1c08f221a4e35608017e0938f55/codespell-2.4.2-py3-none-any.whl", hash = "sha256:97e0c1060cf46bd1d5db89a936c98db8c2b804e1fdd4b5c645e82a1ec6b1f886", size = 353715, upload-time = "2026-03-05T18:10:41.398Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/bf/bdb951d34eb169140b546f44be9ec4525d1acefb9eb5572071f5492b19fc/codespell-2.4.3-py3-none-any.whl", hash = "sha256:af2505b335e8573dbd2d384d1c4ef498f4006f4ba2d6fceca01e55b91f52628a", size = 340736, upload-time = "2026-07-15T11:51:52.925Z" },
 ]

 [[package]]
@@ -159,7 +159,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" }
 wheels = [
@@ -244,7 +244,7 @@ wheels = [

 [[package]]
 name = "langchain-core"
-version = "1.4.0"
+version = "1.5.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "jsonpatch" },
@@ -257,26 +257,26 @@ dependencies = [
    { name = "typing-extensions" },
    { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/59/de/679a53472c25860837e32c0442c962fa86e95317a36460e2c9d5c91b17c2/langchain_core-1.4.0.tar.gz", hash = "sha256:1dc341eed802ed9c117c0df3923c991e5e9e226571e5725c194eeb5bd93d1a7f", size = 920260, upload-time = "2026-05-11T18:42:35.919Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6e/58/3ad53096eee1e07728e8219ded30ae308b0f2b8b7b26b8ebb6371917c0f5/langchain_core-1.5.2.tar.gz", hash = "sha256:2d13ab35b42eec63d4669a483776b8cdd778ee764107149369fb369d84c08c41", size = 972322, upload-time = "2026-07-28T16:38:37.977Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0f/1a/86c38c27b81913a1c6c12448cab55defb5a1097c7dc9a4cea83f55477a2d/langchain_core-1.4.0-py3-none-any.whl", hash = "sha256:23cbbdb46e38ddd1dd5247e6167e96013eae74bea4c5949c550809970a9e565c", size = 548120, upload-time = "2026-05-11T18:42:33.992Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/e4/024e402a65f5ee2eb6ae9667b5ffc5f08776cb4e712f5a11ee1997d56083/langchain_core-1.5.2-py3-none-any.whl", hash = "sha256:a687dd7c3b22c6c1294e1c1eeb61fb6f3a308e6015a1d75b576b3836ad5b5aed", size = 561643, upload-time = "2026-07-28T16:38:36.38Z" },
 ]

 [[package]]
 name = "langchain-protocol"
-version = "0.0.15"
+version = "0.0.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4f/24/9777489d6fbbee64af0c8f96d4f840239c408cf694f3394672807dafc490/langchain_protocol-0.0.15.tar.gz", hash = "sha256:9ab2d11ee73944754f10e037e717098d3a6796f0e58afa9cadda6154e7655ade", size = 5862, upload-time = "2026-05-01T22:30:04.748Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d2/59/b5959aea96faa9146e2e49a7a22882b3528c62efafe9a6a95beab30c2305/langchain_protocol-0.0.18.tar.gz", hash = "sha256:ec3e11782f1ed0c9db38e5a9ed01b0e7a0d3fba406faa8aef6594b73c56a63e6", size = 6150, upload-time = "2026-06-18T17:08:26.959Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1d/7a/9c97a7b9cbe4c5dc6a44cdb1545450c28f0c8ce89b9c1f0ee7fbad896263/langchain_protocol-0.0.15-py3-none-any.whl", hash = "sha256:461eb794358f83d5e42635a5797799ffec7b4702314e34edf73ac21e75d3ef79", size = 6982, upload-time = "2026-05-01T22:30:03.877Z" },
+    { url = "https://files.pythonhosted.org/packages/99/2e/d82db9eec13ad0f72e7aaad5c4bc730ab111934fdc83c85523206eb9b0a0/langchain_protocol-0.0.18-py3-none-any.whl", hash = "sha256:70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a", size = 7221, upload-time = "2026-06-18T17:08:25.996Z" },
 ]

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.1.1"
+version = "4.2.0"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -322,9 +322,36 @@ test = [
    { name = "redis" },
 ]

+[[package]]
+name = "langgraph-checkpoint-conformance"
+version = "0.0.2"
+source = { editable = "../checkpoint-conformance" }
+dependencies = [
+    { name = "langgraph-checkpoint" },
+]
+
+[package.metadata]
+requires-dist = [{ name = "langgraph-checkpoint", editable = "../checkpoint" }]
+
+[package.metadata.requires-dev]
+dev = [
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+    { name = "ruff" },
+    { name = "ty" },
+]
+lint = [
+    { name = "ruff" },
+    { name = "ty" },
+]
+test = [
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+]
+
 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.0"
+version = "3.1.2"
 source = { editable = "." }
 dependencies = [
    { name = "langgraph-checkpoint" },
@@ -338,6 +365,7 @@ dev = [
    { name = "anyio" },
    { name = "codespell" },
    { name = "langgraph-checkpoint" },
+    { name = "langgraph-checkpoint-conformance" },
    { name = "psycopg", extra = ["binary"] },
    { name = "pytest" },
    { name = "pytest-asyncio" },
@@ -354,6 +382,7 @@ lint = [
 test = [
    { name = "anyio" },
    { name = "langgraph-checkpoint" },
+    { name = "langgraph-checkpoint-conformance" },
    { name = "psycopg", extra = ["binary"] },
    { name = "pytest" },
    { name = "pytest-asyncio" },
@@ -374,6 +403,7 @@ dev = [
    { name = "anyio" },
    { name = "codespell" },
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
    { name = "psycopg", extras = ["binary"] },
    { name = "pytest" },
    { name = "pytest-asyncio" },
@@ -390,6 +420,7 @@ lint = [
 test = [
    { name = "anyio" },
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
    { name = "psycopg", extras = ["binary"] },
    { name = "pytest" },
    { name = "pytest-asyncio" },
@@ -809,7 +840,7 @@ wheels = [

 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -820,9 +851,9 @@ dependencies = [
    { name = "pygments" },
    { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7d/0d/549bd94f1a0a402dc8cf64563a117c0f3765662e2e668477624baeec44d5/pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c", size = 1572165, upload-time = "2026-04-07T17:16:18.027Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e4/47/b9efed96c114afcfa3c9d3fe98a76a1d14c74a9e266d397cf6eb64be5e01/pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313", size = 1636369, upload-time = "2026-06-19T10:58:32.857Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" },
+    { url = "https://files.pythonhosted.org/packages/24/25/1de2678b631f5a49215c6c96fff41ba892b0a34df68d6d80292b1b48aa7f/pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c", size = 386536, upload-time = "2026-06-19T10:58:31.347Z" },
 ]

 [[package]]
@@ -957,27 +988,27 @@ wheels = [

 [[package]]
 name = "ruff"
-version = "0.15.15"
+version = "0.16.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/84/6f/a76f7d96e5c962f5b69cee865e49c15c1116897c01990faa8a57edb62e7f/ruff-0.15.15.tar.gz", hash = "sha256:b8dff018130b46d8e5bf0f926ef6b60cf871d6d5ae45fc9334e09632daa741d6", size = 4706985, upload-time = "2026-05-28T14:16:57.784Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/4d/94/1e5e4967626faf12fa56999cd6222dff6992ceb086ad7945756baf70c7a7/ruff-0.16.0.tar.gz", hash = "sha256:e460aafd5495ec89efaa6ced2e4a9a581116451e1c88b9d37ef497e0f8e93982", size = 4790557, upload-time = "2026-07-23T19:11:30.981Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fa/9d/3a45c05b8ab04b4705989de70a79008e27c8003296a0feaee9edc18dd7e9/ruff-0.15.15-py3-none-linux_armv6l.whl", hash = "sha256:cf93e5388f412e1b108b1f8b34a6e036b70fe8aff89393befad96fe48670311b", size = 10710652, upload-time = "2026-05-28T14:16:06.701Z" },
-    { url = "https://files.pythonhosted.org/packages/05/66/da974431624bf3b49f6ee1f9543c02d929ff1cba78b0d5a79c38cf21f744/ruff-0.15.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ac5a646d1f6a7dadd5d50842dae2c1f9862ac887ef5d1b1375e02def791fde6e", size = 11096615, upload-time = "2026-05-28T14:16:23.313Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/09/7443452e5d290230a712103f2fdceeef7184f3ec99a2bd01c8be78aaceb5/ruff-0.15.15-py3-none-macosx_11_0_arm64.whl", hash = "sha256:77d955a431430c66f72dd94e379ad38a16daea3d25094872ac4edf9e797be530", size = 10436683, upload-time = "2026-05-28T14:16:40.974Z" },
-    { url = "https://files.pythonhosted.org/packages/53/01/d330c26a57fa4f3943a14424904027428315b700fe4d14a84bb123a649e5/ruff-0.15.15-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7614ee79c69788cf6cedd568069ade9cecc22a1ad20494efe8d0c9ebb4b622d4", size = 10769064, upload-time = "2026-05-28T14:16:28.905Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/85/cc8770f8bdff541b1da8392d1634141fe4a0e3f4ee596605959b7906c27f/ruff-0.15.15-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3cdb1679e06a1f6b47bc384714ae96f6e2fb65ca441eb78c43d2ca554176ce1f", size = 10511987, upload-time = "2026-05-28T14:16:43.732Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/29/8c190c1472b63013583ba391f3342036e02010544c1270455ed8e519bdf3/ruff-0.15.15-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2728b93d7b23a603ea2c0ac6eb73d760bd38ec9de35f35fb41e18f7a3fee7622", size = 11275100, upload-time = "2026-05-28T14:16:55.244Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/6b/7e145ce2cc8e63d6834eca03d83a0e18d121def5c69f91b4cf4011ed4879/ruff-0.15.15-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:be582fcc0db438902c7792b08d6ddf6c9b9e21addaa10092c2c741cfb09e5a45", size = 12176903, upload-time = "2026-05-28T14:16:14.368Z" },
-    { url = "https://files.pythonhosted.org/packages/80/a3/d5974637f68e451f7fadf015cf3101d1cd7d8ba5027cffe0b9e3826ebe6b/ruff-0.15.15-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7aa77465b8ecaf1a27bea098d696f7fed5e1eccbd10b321b682d6de586ae5627", size = 11404550, upload-time = "2026-05-28T14:16:20.138Z" },
-    { url = "https://files.pythonhosted.org/packages/fe/1c/e6e5e568f22be4fb05d6244234aba384c06b451252453b821e1a529263cf/ruff-0.15.15-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:48decfa11d740de4889de623be1463308346312f2409a56e24aa280c86162dc4", size = 11382027, upload-time = "2026-05-28T14:16:46.615Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/01/170921b49fcd2e8858825593f91cf7146c3e40a5c3e6df763e4bb0484dde/ruff-0.15.15-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:a5015088452ca0081387063649ec67f06d3d1d6b8b936a1f836b5e9657ecd48c", size = 11366041, upload-time = "2026-05-28T14:16:26.247Z" },
-    { url = "https://files.pythonhosted.org/packages/87/54/a7bad711d7de93254e15e06a4c375b89a03d18de45d3e5dcc86a4472fb1a/ruff-0.15.15-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:f5294aab6356c81600fcdea3a62bb1b924dfd5e91767c12318d3f68f86af57cd", size = 10741795, upload-time = "2026-05-28T14:16:17.11Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/31/38c075963668f8b41c6914ee0f6f318727fbe30ab9145cb29e6df464c5fa/ruff-0.15.15-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:db5bd4d802415cca656dc1616070b725952d6ae95eb5d4831e49fbd94a38f75f", size = 10511117, upload-time = "2026-05-28T14:16:31.767Z" },
-    { url = "https://files.pythonhosted.org/packages/9d/96/6ff689e1f7e375d1d97075eca022f74c2bab59554a432fe4d2e6f091986a/ruff-0.15.15-py3-none-musllinux_1_2_i686.whl", hash = "sha256:587a6278ed42059191c1a466e490bd7930fb50bd2e255398bc29616c895a61cb", size = 10994867, upload-time = "2026-05-28T14:16:35.149Z" },
-    { url = "https://files.pythonhosted.org/packages/c3/c2/5dce0ab9f92a8d534fa62b9bf9caca3eddb8c1a81b616f5e195ada4f0d6e/ruff-0.15.15-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:df0c1c084f5f4be9812f61518a45c440d3c30d69ce4bf6c5270e66d38338f02a", size = 11482101, upload-time = "2026-05-28T14:16:49.598Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/c0/1003b60edd697c649faf61f1a34094b1abb38fb3d1181e3f895781250a08/ruff-0.15.15-py3-none-win32.whl", hash = "sha256:29428ea79694afbe756d45fd59b36f22b6b020dc0443cf7de0173046236964b9", size = 10716774, upload-time = "2026-05-28T14:16:52.337Z" },
-    { url = "https://files.pythonhosted.org/packages/02/a8/1269eddd6945a06c23f055ef7848886e37cf9d6a8bebb386a3115f01470c/ruff-0.15.15-py3-none-win_amd64.whl", hash = "sha256:8df0323902e15e24bc4bf246da830573d3cf3352bd0b9a164eab335d111ff4a4", size = 11868463, upload-time = "2026-05-28T14:16:11.333Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/b2/920464c907b191e37469d477a1aa8bc048b8f36c4c1610dfa4ab87b39e18/ruff-0.15.15-py3-none-win_arm64.whl", hash = "sha256:3c8ceca6792f38196b8f589bc92eccd03eef286602da92e5dc05cc42ef6441b7", size = 11138498, upload-time = "2026-05-28T14:16:38.425Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/81/1c8818fee7ce1a04cd7d1b3172e0a8f8e4f1dc4feb7fc390e16daa8af323/ruff-0.16.0-py3-none-linux_armv6l.whl", hash = "sha256:e5115729eb08c585e5121978ba5d5b60caeae394ce21b9fb5e6cd33a1c6c9b1e", size = 10754633, upload-time = "2026-07-23T19:10:46.415Z" },
+    { url = "https://files.pythonhosted.org/packages/23/df/beaf59c09d68db84304d555f188b276a77132a5d5b0b67a5c762aa143628/ruff-0.16.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3c954b1d580bfa035b41654f7858cc7e71d5fc3ac5b723dd62bd9133830ed522", size = 10969164, upload-time = "2026-07-23T19:10:50.271Z" },
+    { url = "https://files.pythonhosted.org/packages/42/ce/741cd197496a1abbf51352710fd15ed995d2a2be87189c1da26a450d6e83/ruff-0.16.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e01c21d10eb1b29f47b7454e1f4056db9a3f0260c646aa88457c610291db9f81", size = 10488846, upload-time = "2026-07-23T19:10:52.639Z" },
+    { url = "https://files.pythonhosted.org/packages/52/2a/a2db8e88cade358f5cdcb05674a917751074109315d014eb6352d9a893f7/ruff-0.16.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6e364e5ed22ed8dc05082fd78e35308618260907ac2d3c1d637b2e682415b6c9", size = 10889729, upload-time = "2026-07-23T19:10:54.89Z" },
+    { url = "https://files.pythonhosted.org/packages/42/65/62a771694ebd63029dc953e27dbad40e1588bd4860ff9fe881018fddaa49/ruff-0.16.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d327b8fc113a1d4421a04f3839d3752057c8dd1ee320223a6f3f52d04ada462a", size = 10568275, upload-time = "2026-07-23T19:10:56.993Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/e2/ced249fe8af5f086c5c58cc21cc3356d50f32f7401c5df87050c999620a7/ruff-0.16.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9b50c55e263103586b3dcf5f73d479eb8cb5fdb6098fec59a62891dab653717", size = 11385112, upload-time = "2026-07-23T19:10:59.615Z" },
+    { url = "https://files.pythonhosted.org/packages/87/0b/05154977a8fd69eeb6c103271f55403bfd8711f5c0f8ed07489d95a504e7/ruff-0.16.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0ff4a79ce3ec0172f3241943835de1c4cb4e2dcd07f0f8c2d02603dbbbee4b17", size = 12207008, upload-time = "2026-07-23T19:11:02.154Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/29/98225831a3a1eab0e02f4acc6ca6559a98611dcc68b6965ff4b7234627c1/ruff-0.16.0-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e95c448fca1fb2a18372a9440926c5a6ee789639bb975c72e7ae6d0b04218ab4", size = 11650842, upload-time = "2026-07-23T19:11:04.557Z" },
+    { url = "https://files.pythonhosted.org/packages/91/66/6bd3cf90500653d55dc0ffc8507aa8300bd49d0214b2e8cb4d3fef2943ba/ruff-0.16.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f11a8d11010301d0a398a2fdef67691feca7294da6aef55e2150e8fa2cd520b", size = 11400718, upload-time = "2026-07-23T19:11:09.233Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/a2/a54eb4eae05d66364050a5d3b8a9c5ef88196531b3cbe7109d873f87f819/ruff-0.16.0-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:48044c678e9cb8698246c99b14aaccfa6601dea7379eb48a6f8f73f7a6d86cd0", size = 11426177, upload-time = "2026-07-23T19:11:11.994Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/be/16e3eea4b2a478a496919f5e36f17c4559e54620bd3bbac5d6affa068006/ruff-0.16.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:7aa0959bad8eb8bef50340154fc9b58678dae31fa4293afa38b44b6e552c0213", size = 10856126, upload-time = "2026-07-23T19:11:14.221Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/84/252eb8b868a16eec7257c14f504f77537e734b2d69c762e639e588e304a3/ruff-0.16.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:28ea2b7df8ebf7f9da6b7d47b230ab48f387c0a29be3b474c4d0740e197bb9af", size = 10571208, upload-time = "2026-07-23T19:11:16.378Z" },
+    { url = "https://files.pythonhosted.org/packages/21/09/817a482f542f7570cbb4554b26e896610c7114f539b1d9e2d2145bf6bef6/ruff-0.16.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:33a3dfac8c35f81498dea9181bccc2f4c4bc8f1521a1dd9406e77643e0f0fb09", size = 11063329, upload-time = "2026-07-23T19:11:19.173Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/23/9403c180ca1cb9b1f7335f5c3e5305c09d49ea5b345196682a36028bde4a/ruff-0.16.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a5237a0bda500d30d81b8e07a6973a5cbc772864cbf746ae2f4e8a2e01c9f4ed", size = 11489751, upload-time = "2026-07-23T19:11:21.74Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/1d/1b2ef7bcde851c78d7f17f1cca13fd6dc695fc4b3d6197941e72cae5b132/ruff-0.16.0-py3-none-win32.whl", hash = "sha256:7fab76fa065c873f41ff744347c6e77bcc3dfec4bcc754dc26b63d23c0f7f5fb", size = 10785885, upload-time = "2026-07-23T19:11:23.947Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/a3/d5e4ef7a56be3f928ffb90b94c25ba7d3cb9c7fe0736aeaaedf361770712/ruff-0.16.0-py3-none-win_amd64.whl", hash = "sha256:429c117f022bf481fabd9d551e7a3952b24c65e6ef44337ea09d90bebef14472", size = 11923141, upload-time = "2026-07-23T19:11:26.409Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/9a/8415f2657cbe200f41a4531ccededf135505a92d4a012229121f885b26f9/ruff-0.16.0-py3-none-win_arm64.whl", hash = "sha256:14296fedcd2705c77ab8235439278bbb38f285cf7da5528b00b3e330c3d4872d", size = 11273407, upload-time = "2026-07-23T19:11:28.705Z" },
 ]

 [[package]]
@@ -1045,27 +1076,27 @@ wheels = [

 [[package]]
 name = "ty"
-version = "0.0.43"
+version = "0.0.64"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0d/37/4ec04de0659b93be37d956dfceca13b1ecab9c959f28d8a1d5e514603f36/ty-0.0.43.tar.gz", hash = "sha256:ea4cff50548f2a1877e848d3abe9e293cde8ab94757a7eb93fc0d4013f98be8e", size = 5798429, upload-time = "2026-06-04T00:52:10.013Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8e/aa/14c9965d3b173105692473897cc89c34cd91241368b2044e43167e1c17ff/ty-0.0.64.tar.gz", hash = "sha256:d12ddbb05f15158bb518af619378b385486450def95fb06f8ab98037febe9f2c", size = 6350966, upload-time = "2026-07-27T18:32:45.403Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/db/74/1916026a78f20019a2f03adbd6fb4430ddb7ce1e52c2e17a90856a6d192e/ty-0.0.43-py3-none-linux_armv6l.whl", hash = "sha256:3bf70f5446480562bf6c9f639df4b5cb60716b8f8d1a6b8e5811d5c7eccd8bf2", size = 11598153, upload-time = "2026-06-04T00:52:20.646Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/af/58bb0089d2635216c8fa6612dd486a3f986d0ab1c46a41527ab95e57f0e3/ty-0.0.43-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:7184741f8b15425a1bc64b950ad005cb353573288ac0e8a04f5481ceb3832596", size = 11357811, upload-time = "2026-06-04T00:52:24.683Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/9c/32c6b14f3feddf87b59c7a50709e2b3da408258f2f583f05575f77bc8f7b/ty-0.0.43-py3-none-macosx_11_0_arm64.whl", hash = "sha256:8c306379ca9a35f6ae5270fe9bda7af4b46d91822725a2586d78c8b9b5493b62", size = 10772024, upload-time = "2026-06-04T00:52:14.312Z" },
-    { url = "https://files.pythonhosted.org/packages/09/fa/98aa4a74bd00cd5efc424923cd1daffbf1e40a0338041cafb203379d746f/ty-0.0.43-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d624b884c9c1fd244ad2a5f026364e7162a22b3f537025941ada2e363e676414", size = 11291034, upload-time = "2026-06-04T00:52:37.249Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/db/4de086c38ce96dcada2bd451f43171d2c237f96d8ed19a1ea8fe51bb8ef4/ty-0.0.43-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:281fc4c00fbc196045141faa085055bddc58846b04a2800204701415a1b9c6aa", size = 11364724, upload-time = "2026-06-04T00:52:33.138Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/d3/e3cd8e3233a6fd8362a49aa025b79e9f40151a2a86d811ace154c6eb7445/ty-0.0.43-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f57d6cc28de89024b48d1788e4758c05299d5749d4a51c02e71ac655ec23d9a5", size = 11890555, upload-time = "2026-06-04T00:52:22.711Z" },
-    { url = "https://files.pythonhosted.org/packages/80/7b/6f46d444e8241606bbde098df3dca93f2ec0b834a42055db85ee7d33646f/ty-0.0.43-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0a1d6ad6c5e7792c7eac0a01e550f2c2004462e01a64a91ea1636aba6fef6e71", size = 12450968, upload-time = "2026-06-04T00:52:28.94Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/e1/79fbe51f2e4b9d8347f2013cd7ed0b63f3b499038c02dc0357e9b28a3a47/ty-0.0.43-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:66d474395d7635fb618bdbb58b4e3360259a2056d0a5621b82754b9da2cd8a04", size = 12064187, upload-time = "2026-06-04T00:52:12.039Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/3f/c758a3a8df5b90d331f2b60c8f16021ee64d75e78f99d67cc4efc9bf5f4b/ty-0.0.43-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2663a0003a8b60fb98db7f6f6e673df80b21d0fe3a9868a26fb06b4e049b6fc4", size = 11943208, upload-time = "2026-06-04T00:52:31.14Z" },
-    { url = "https://files.pythonhosted.org/packages/54/5f/f516442749cf1b45ca6720a5d41df2738a486ed9ace774c03d515db89084/ty-0.0.43-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:d5a6c352d374d889189d5ec82b54b26a5885f769f7b7787f7f875500dcb8673e", size = 12143572, upload-time = "2026-06-04T00:52:18.457Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/bf/0d83c7f43bf4c10f3678bfe7d938e51c445298c7b923f155c5204730c2df/ty-0.0.43-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e7dbbeedfad3ca250d74fcc355fa9ab6b38d2a17f22d6304f615716939dbbb27", size = 11279355, upload-time = "2026-06-04T00:52:26.726Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/de/a6c978bef6d9e949f79f4782d9e4ee4df0893713e73b055d84c1a5116b9a/ty-0.0.43-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:24b18a0273ee46154996cfcfa27438f851f440c925587ec200df6f98dffe67d3", size = 11408412, upload-time = "2026-06-04T00:52:35.282Z" },
-    { url = "https://files.pythonhosted.org/packages/ec/b1/d13857c23867f0f76b92e38e5841c64ca5e76dc5d4bf27f52cb81d8ab685/ty-0.0.43-py3-none-musllinux_1_2_i686.whl", hash = "sha256:2ef681951520d692b7e9c0b5e56aacf4f98ccae47cf6ffccaf2c7b6b33dc226e", size = 11541709, upload-time = "2026-06-04T00:52:16.451Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/f1/cd6afc6f6a687e238bf5e12189f7920e81a0bdef6c3dba4c784ef140f7d9/ty-0.0.43-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:2af105de7437143aa4676b28016b5bee661aaaa4eff52be5867fb25119641ceb", size = 12041266, upload-time = "2026-06-04T00:52:43.541Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/ba/51ca7c3335da2b8d0a3e477fa4986be9f4a53b05bfab862967d8d2e6ca60/ty-0.0.43-py3-none-win32.whl", hash = "sha256:e4773115b0d6486ee30f1657fc8bdffe7e3a3f5300ab77ef2495da6e83e4694f", size = 10858724, upload-time = "2026-06-04T00:52:07.843Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/29/5d80453e5f7c520145fa058851da87230dbd7ca761a7675447a9fe504e0b/ty-0.0.43-py3-none-win_amd64.whl", hash = "sha256:48d3545094a4ae6395492c7e6ac90550fce969e0ed2815fbf8c5da9756676b7d", size = 11976157, upload-time = "2026-06-04T00:52:41.438Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/ed/befe5a543e5b95e754ed38ee95239e44efda9bc5f578db4ac1bc8dd758d6/ty-0.0.43-py3-none-win_arm64.whl", hash = "sha256:740ca33d7f75f655a4e7d475bc42dfb825c13219bb073fad30fcc04d35790c74", size = 11308680, upload-time = "2026-06-04T00:52:39.233Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/4c/c54937e4ff3fa7b34a99ea3387ec766bf0ad98dc8df8d792e89b388e658e/ty-0.0.64-py3-none-linux_armv6l.whl", hash = "sha256:3830a6675ab43635ced1c4c557f380ac4a49e9414e03975e4e4e8db644c64944", size = 12118357, upload-time = "2026-07-27T18:32:08.702Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/aa/a839ee2bc78e943d079e6abe199a97b4eeffb7e5c9a57326d69de452186a/ty-0.0.64-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3ff07d7bc32a2135f58afe57393789a32ea2fed1a66216129a8e535e76043903", size = 11790882, upload-time = "2026-07-27T18:32:10.997Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/de/19f14357888a7198438926303753cf749428e3d62e8980ff1e9a72a78402/ty-0.0.64-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4f6d1c7f897cca05d12bacbf1435150d5ffa496099515aa6ed303c8b29e1d0bb", size = 11317394, upload-time = "2026-07-27T18:32:13.162Z" },
+    { url = "https://files.pythonhosted.org/packages/08/2f/f54462300535ab99b551eda733177be2eef5dbc2997d3fdb357c4ddd760a/ty-0.0.64-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:138d6c37ad4bf8583aa7a9b29d90954151d7856f9910a03eae3eb34b34c57215", size = 11863042, upload-time = "2026-07-27T18:32:15.307Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/95/dbecf745520ebe8bd7b02fc55eee6441c9be312ebf6addce605eb52740dd/ty-0.0.64-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1ed9719d1b7b66fb8efe073d860208a44c40af1f6cd5c2364aa9b323a1e579b4", size = 11910730, upload-time = "2026-07-27T18:32:17.467Z" },
+    { url = "https://files.pythonhosted.org/packages/3b/26/12cfd40028e51ceed7b3cb645281c61c02eb64ff9fb0c09231d65c30ff25/ty-0.0.64-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d68b23e5169e2137b5f1de7169ab0cebecab6c8eda374c34c1f6394308f58242", size = 12631936, upload-time = "2026-07-27T18:32:19.533Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/d0/65ffc2b0a686347193c6f98e9421a7fc2a96fc3cd0b1001cf7cf284baff9/ty-0.0.64-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f41cb07d89d32626fcaf3ed4d262778fcb28b2628b6ed1e172cd7b18820668d8", size = 13171049, upload-time = "2026-07-27T18:32:22.026Z" },
+    { url = "https://files.pythonhosted.org/packages/f6/a4/975a5961842dcd6fa60f0770a102c0bba7509da909ab652919bfcdcd4fc7/ty-0.0.64-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5f24e1504ab9e212f92356b82fe088fdeb3a39f9a2f4ff25e505d2e1d0db9056", size = 12826438, upload-time = "2026-07-27T18:32:24.178Z" },
+    { url = "https://files.pythonhosted.org/packages/af/ef/dfb9b7f9bcc032d3b540b0d1f55f532a336e2fb41b1bd539c05ae81a151a/ty-0.0.64-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86db830cb914bb33bb8247b66ccea58de4496c2391bd42658aba744b439f3290", size = 12440880, upload-time = "2026-07-27T18:32:26.341Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/d0/bedac20505e8a8f5501ad73d7d15d8e421a563fef59993909a23036929a4/ty-0.0.64-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:652ee3d6d03bea76cd2fe8949c78bb5970394ebd7c5fd270e9518c0dee1b931d", size = 12782439, upload-time = "2026-07-27T18:32:28.642Z" },
+    { url = "https://files.pythonhosted.org/packages/79/d5/795733f13ceff1378f08b3de0c49d0f518df220ed856b0dfac869f3b7c81/ty-0.0.64-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:4838768295774a86e95f9ec5633e739d016adbbb69dcbdc62f3549578a11f624", size = 11814821, upload-time = "2026-07-27T18:32:30.632Z" },
+    { url = "https://files.pythonhosted.org/packages/52/3e/9d99cd1e1831003434f508ed9f258a56543194afc3bbe051eba2545fa676/ty-0.0.64-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:5a3d700669868599edf39ce5125196682f15a8880cc8c669bc2a83b99984d99b", size = 11928678, upload-time = "2026-07-27T18:32:32.888Z" },
+    { url = "https://files.pythonhosted.org/packages/b8/3d/448f49a3503fb119a34348a5714bb92001f252fadbbb12d645f2e744b557/ty-0.0.64-py3-none-musllinux_1_2_i686.whl", hash = "sha256:b161f0a82a8e2f2432db3bf7702b4d3924fa9486ba0014f6710a160fc157df0d", size = 12202249, upload-time = "2026-07-27T18:32:34.905Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/9b/75768e562cec990d189dc05807ae72890b20ffbd1e1f43597bb98db63c60/ty-0.0.64-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:39b9dd42908df47c2dc57dda87e656fab97097ffd2618474bbdea986af0d6a9d", size = 12548817, upload-time = "2026-07-27T18:32:36.995Z" },
+    { url = "https://files.pythonhosted.org/packages/34/89/44cc276ea6ca0245495014758ffeadde1798fb0b5840c9cf36d8d2ed3250/ty-0.0.64-py3-none-win32.whl", hash = "sha256:d0676ab0e0935795e5843baa28dd5e366dc343d7c0945a996df9eab8e0644885", size = 11545474, upload-time = "2026-07-27T18:32:39.389Z" },
+    { url = "https://files.pythonhosted.org/packages/01/7e/d1c8a871a38d17c8f168b9a6975f6247f7660f8334e517656a5e4b4a4858/ty-0.0.64-py3-none-win_amd64.whl", hash = "sha256:dcb9bd31f54097e362b776c26ab4564d4564cdd1355cb883481167a26c03cc3f", size = 12542987, upload-time = "2026-07-27T18:32:41.412Z" },
+    { url = "https://files.pythonhosted.org/packages/35/4d/6d18640d0204cacd69abbaca95ad6a34c6d7e9169e9051d0117b17b827ec/ty-0.0.64-py3-none-win_arm64.whl", hash = "sha256:82cc34c1ad9a8feb6059aef193bebcecc656e548f6fab3d518bcd8b57d198d39", size = 11899263, upload-time = "2026-07-27T18:32:43.366Z" },
 ]

 [[package]]
@@ -77,7 +77,7 @@ class SqliteSaver(BaseCheckpointSaver[str]):
        >>> result = graph.invoke(3, config)
        >>> graph.get_state(config)
        StateSnapshot(values=4, next=(), config={'configurable': {'thread_id': '1', 'checkpoint_ns': '', 'checkpoint_id': '0c62ca34-ac19-445d-bbb0-5b4984975b2a'}}, parent_config=None)
-    """  # noqa
+    """

    conn: sqlite3.Connection
    is_setup: bool
@@ -222,7 +222,7 @@ class SqliteSaver(BaseCheckpointSaver[str]):
            >>> checkpoint_tuple = memory.get_tuple(config)
            >>> print(checkpoint_tuple)
            CheckpointTuple(...)
-        """  # noqa
+        """
        checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
        with self.cursor(transaction=False) as cur:
            # find the latest checkpoint for the thread_id
@@ -212,7 +212,7 @@ class AsyncSqliteSaver(BaseCheckpointSaver[str]):
        while True:
            try:
                yield asyncio.run_coroutine_threadsafe(
-                    anext(aiter_),  # type: ignore[arg-type]  # noqa: F821
+                    anext(aiter_),  # type: ignore[arg-type]
                    self.loop,
                ).result()
            except StopAsyncIteration:
@@ -24,11 +24,13 @@ from langgraph.store.base.batch import AsyncBatchedBaseStore

 from langgraph.store.sqlite.base import (
    _PLACEHOLDER,
+    NS_MATCH_FUNCTION,
    BaseSqliteStore,
    SqliteIndexConfig,
    _decode_ns_text,
    _ensure_index_config,
    _group_ops,
+    _namespace_match,
    _row_to_item,
    _row_to_search_item,
 )
@@ -150,6 +152,13 @@ class AsyncSqliteStore(AsyncBatchedBaseStore, BaseSqliteStore):
            if self.is_setup:
                return

+            # list_namespaces needs segment-aware matching, which SQLite cannot
+            # express in LIKE or GLOB. Registered here rather than in __init__
+            # because aiosqlite's create_function is a coroutine.
+            await self.conn.create_function(
+                NS_MATCH_FUNCTION, 2, _namespace_match, deterministic=True
+            )
+
            # Create migrations table if it doesn't exist
            await self.conn.execute(
                """
@@ -93,12 +93,74 @@ class SqliteIndexConfig(IndexConfig):
    pass


-def _namespace_to_text(
-    namespace: tuple[str, ...], handle_wildcards: bool = False
-) -> str:
+NS_MATCH_FUNCTION = "_langgraph_namespace_match"
+"""SQLite user function backing segment-aware namespace matching.
+
+Registered under a private name rather than overriding `REGEXP`, so a caller's
+own `REGEXP` is left untouched.
+"""
+
+
+def _namespace_match(prefix: str | None, pattern: str) -> int:
+    """Backing implementation of `NS_MATCH_FUNCTION`."""
+    if prefix is None:
+        return 0
+    return 1 if re.search(pattern, prefix) else 0
+
+
+def _escape_glob_literal(text: str) -> str:
+    """Escape GLOB metacharacters so `text` is matched literally.
+
+    GLOB has no `ESCAPE` clause, so metacharacters are wrapped in a character
+    class instead. `]` is literal outside a class and needs no escaping.
+    """
+    return text.replace("[", "[[]").replace("*", "[*]").replace("?", "[?]")
+
+
+def _namespace_prefix_condition(
+    namespace_prefix: tuple[str, ...], column: str = "prefix"
+) -> tuple[str, tuple[str, ...]]:
+    """Build the SQL scoping a search to a namespace and its descendants.
+
+    Matches the namespace exactly or requires the `.` separator before any
+    remainder, so a prefix of `("foo",)` does not also match `("foobar",)`.
+
+    Uses GLOB rather than LIKE because SQLite's LIKE is case-insensitive for
+    ASCII, which would match `("FOO",)` for a prefix of `("foo",)` even though
+    `get`/`put`/`delete` compare with `=` and treat those as distinct.
+
+    An empty prefix is unconstrained and matches every namespace.
+    """
+    if not namespace_prefix:
+        return "TRUE", ()
+    path = _namespace_to_text(namespace_prefix)
+    condition = f"({column} = ? OR {column} GLOB ?)"
+    return condition, (path, f"{_escape_glob_literal(path)}.*")
+
+
+def _namespace_match_pattern(path: tuple[str, ...], match_type: str) -> str:
+    """Build a regex matching the dot-joined prefix on whole namespace segments.
+
+    Needed because neither LIKE nor GLOB can express "any character except the
+    separator": GLOB has character classes but no quantifier, so `[^.]*` still
+    crosses `.`. Matches how `InMemoryStore` compares namespaces element-wise.
+
+    `*` matches exactly one segment. Prefix matches stay open-ended but must end
+    on a separator; suffix matches anchor at the end and begin on one.
+
+    Examples:
+        prefix ("uid", "*", "alice") -> ^uid\\.[^.]+\\.alice(\\.|\\Z)
+        suffix ("alice",)            -> (^|\\.)alice\\Z
+    """
+    segments = ("[^.]+" if part == "*" else re.escape(part) for part in path)
+    body = r"\.".join(segments)
+    if match_type == "suffix":
+        return rf"(^|\.){body}\Z"
+    return rf"^{body}(\.|\Z)"
+
+
+def _namespace_to_text(namespace: tuple[str, ...]) -> str:
    """Convert namespace tuple to text string."""
-    if handle_wildcards:
-        namespace = tuple("%" if val == "*" else val for val in namespace)
    return ".".join(namespace)


@@ -461,8 +523,11 @@ class BaseSqliteStore:
                    else " AND " + " AND ".join(filter_conditions)
                )
                if op.namespace_prefix:
-                    prefix_filter_str = f"WHERE s.prefix LIKE ? {filter_str} "
-                    ns_args: Sequence = (f"{_namespace_to_text(op.namespace_prefix)}%",)
+                    ns_condition, ns_args_tuple = _namespace_prefix_condition(
+                        op.namespace_prefix, column="s.prefix"
+                    )
+                    prefix_filter_str = f"WHERE {ns_condition} {filter_str} "
+                    ns_args: Sequence = ns_args_tuple
                else:
                    ns_args = ()
                    if filter_str:
@@ -503,12 +568,15 @@ class BaseSqliteStore:
                ]
            # Regular search branch (no vector search)
            else:
-                base_query = """
+                ns_condition, ns_args_tuple = _namespace_prefix_condition(
+                    op.namespace_prefix
+                )
+                base_query = f"""
                    SELECT prefix, key, value, created_at, updated_at, expires_at, ttl_minutes, NULL as score
                    FROM store
-                    WHERE prefix LIKE ?
+                    WHERE {ns_condition}
                """
-                params = [f"{_namespace_to_text(op.namespace_prefix)}%"]
+                params = list(ns_args_tuple)

                if filter_conditions:
                    params.extend(filter_params)
@@ -549,16 +617,28 @@ class BaseSqliteStore:

            if op.match_conditions:
                for cond in op.match_conditions:
-                    if cond.match_type == "prefix":
-                        where_clauses.append("prefix LIKE ?")
-                        params.append(
-                            f"{_namespace_to_text(cond.path, handle_wildcards=True)}%"
-                        )
-                    elif cond.match_type == "suffix":
-                        where_clauses.append("prefix LIKE ?")
-                        params.append(
-                            f"%{_namespace_to_text(cond.path, handle_wildcards=True)}"
-                        )
+                    if cond.match_type in ("prefix", "suffix"):
+                        if not cond.path:
+                            # An empty path constrains nothing; skipping keeps it a
+                            # no-op rather than emitting a pattern that matches no
+                            # namespace at all.
+                            continue
+                        if cond.match_type == "prefix" and "*" not in cond.path:
+                            # Equivalent to the anchored pattern, but SQLite can
+                            # satisfy `=` and a trailing-wildcard GLOB from
+                            # store_prefix_idx. The user function is opaque to the
+                            # planner, so it would scan every row and call back
+                            # into Python for each one.
+                            condition, args = _namespace_prefix_condition(
+                                tuple(cond.path)
+                            )
+                            where_clauses.append(condition)
+                            params.extend(args)
+                        else:
+                            where_clauses.append(f"{NS_MATCH_FUNCTION}(prefix, ?) = 1")
+                            params.append(
+                                _namespace_match_pattern(cond.path, cond.match_type)
+                            )
                    else:
                        logger.warning(
                            "Unknown match_type in list_namespaces: %s", cond.match_type
@@ -785,6 +865,9 @@ class SqliteStore(BaseSqliteStore, BaseStore):
        super().__init__()
        self._deserializer = deserializer
        self.conn = conn
+        # Registered here rather than in from_conn_string so a caller-supplied
+        # connection also gets it.
+        conn.create_function(NS_MATCH_FUNCTION, 2, _namespace_match, deterministic=True)
        self.lock = threading.Lock()
        self.is_setup = False
        self.index_config = index
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph-checkpoint-sqlite"
-version = "3.1.0"
+version = "3.1.1"
 description = "Library with a SQLite implementation of LangGraph checkpoint saver."
 authors = []
 requires-python = ">=3.10"
@@ -30,6 +30,7 @@ test = [
  "pytest-mock",
  "pytest-watcher",
  "langgraph-checkpoint",
+  "langgraph-checkpoint-conformance",
  "pytest-retry>=1.7.0",
 ]
 lint = [
@@ -47,6 +48,7 @@ default-groups = ['dev']

 [tool.uv.sources]
 langgraph-checkpoint = { path = "../checkpoint", editable = true }
+langgraph-checkpoint-conformance = { path = "../checkpoint-conformance", editable = true }

 [tool.hatch.build.targets.wheel]
 include = ["langgraph"]
@@ -62,6 +64,8 @@ lint.select = [
  "UP", # pyupgrade
  "B",  # flake8-bugbear
  "I",  # isort
+  "PLC0415",  # import-outside-top-level
+  "RUF100",  # unused noqa directive
  "UP", # pyupgrade
 ]
 lint.ignore = ["E501", "B008"]
@@ -716,3 +716,32 @@ async def test_search_items(
        for ns in test_namespaces:
            key = f"item_{ns[-1]}"
            await store.adelete(ns, key)
+
+
+async def test_async_namespace_segment_boundary(store: AsyncSqliteStore) -> None:
+    """Segment-aware scoping on the async path.
+
+    Also covers that the namespace-match SQLite function is registered on the
+    async connection -- aiosqlite's create_function is a coroutine, so it is
+    registered in setup() rather than __init__.
+    """
+    for namespace in [
+        ("foo",),
+        ("foo", "child"),
+        ("foobar",),
+        ("uid", "users", "alice"),
+        ("uid", "users", "malice"),
+        ("user_1",),
+        ("userX1",),
+    ]:
+        await store.aput(namespace, "k", {"v": 1})
+
+    found = {item.namespace for item in await store.asearch(("foo",), limit=100)}
+    assert found == {("foo",), ("foo", "child")}
+
+    found = {item.namespace for item in await store.asearch(("user_1",), limit=100)}
+    assert found == {("user_1",)}
+
+    assert set(await store.alist_namespaces(suffix=["alice"], limit=100)) == {
+        ("uid", "users", "alice"),
+    }
@@ -3,21 +3,14 @@
 from __future__ import annotations

 import pytest
+from langgraph.checkpoint.conformance import validate
+from langgraph.checkpoint.conformance.initializer import checkpointer_test

-pytest.importorskip(
-    "langgraph.checkpoint.conformance",
-    reason="langgraph-checkpoint-conformance not installed",
-)
-pytest.importorskip("aiosqlite", reason="aiosqlite not installed")
+from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver


@pytest.mark.asyncio
 async def test_delta_channel_conformance():
-    from langgraph.checkpoint.conformance import validate
-    from langgraph.checkpoint.conformance.initializer import checkpointer_test
-
-    from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver
-
    @checkpointer_test(name="AsyncSqliteSaver")
    async def sqlite_saver():
        async with AsyncSqliteSaver.from_conn_string(":memory:") as saver:
@@ -29,13 +29,13 @@ pytest.importorskip("langgraph.channels.delta", reason="langgraph core not insta
 pytest.importorskip("langgraph.channels.binop", reason="langgraph core not installed")
 pytest.importorskip("langgraph.graph", reason="langgraph core not installed")

-from langgraph.channels.binop import BinaryOperatorAggregate  # type: ignore[import-untyped]  # noqa: E402,I001
-from langgraph.channels.delta import DeltaChannel  # type: ignore[import-untyped]  # noqa: E402
-from langgraph.graph import END, START, StateGraph  # type: ignore[import-untyped]  # noqa: E402
-from typing_extensions import TypedDict  # noqa: E402
+from langgraph.channels.binop import BinaryOperatorAggregate  # type: ignore[import-untyped]  # noqa: I001
+from langgraph.channels.delta import DeltaChannel  # type: ignore[import-untyped]
+from langgraph.graph import END, START, StateGraph  # type: ignore[import-untyped]
+from typing_extensions import TypedDict

-from langgraph.checkpoint.sqlite import SqliteSaver  # noqa: E402
-from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver  # noqa: E402
+from langgraph.checkpoint.sqlite import SqliteSaver
+from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver

 pytestmark = pytest.mark.anyio

@@ -32,13 +32,13 @@ from langchain_core.runnables import RunnableConfig
 pytest.importorskip("langgraph.channels.delta", reason="langgraph core not installed")
 pytest.importorskip("langgraph.graph", reason="langgraph core not installed")

-from langgraph.channels.delta import DeltaChannel  # type: ignore[import-untyped]  # noqa: E402,I001
-from langgraph.checkpoint.serde.types import _DeltaSnapshot  # noqa: E402
-from langgraph.graph import END, START, StateGraph  # type: ignore[import-untyped]  # noqa: E402
-from typing_extensions import TypedDict  # noqa: E402
+from langgraph.channels.delta import DeltaChannel  # type: ignore[import-untyped]  # noqa: I001
+from langgraph.checkpoint.serde.types import _DeltaSnapshot
+from langgraph.graph import END, START, StateGraph  # type: ignore[import-untyped]
+from typing_extensions import TypedDict

-from langgraph.checkpoint.sqlite import SqliteSaver  # noqa: E402
-from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver  # noqa: E402
+from langgraph.checkpoint.sqlite import SqliteSaver
+from langgraph.checkpoint.sqlite.aio import AsyncSqliteSaver

 pytestmark = pytest.mark.anyio

@@ -1,7 +1,11 @@
+import math
 import os
+import random
 import re
 import tempfile
+import time
 import uuid
+from collections import Counter, defaultdict
 from collections.abc import Generator, Iterable
 from contextlib import contextmanager
 from typing import Any, Literal, cast
@@ -18,7 +22,13 @@ from langgraph.store.base import (
 )

 from langgraph.store.sqlite import SqliteStore
-from langgraph.store.sqlite.base import SqliteIndexConfig
+from langgraph.store.sqlite.base import (
+    NS_MATCH_FUNCTION,
+    BaseSqliteStore,
+    SqliteIndexConfig,
+    _escape_glob_literal,
+    _namespace_match_pattern,
+)


 # Local embeddings implementation for testing vector search
@@ -27,10 +37,6 @@ class CharacterEmbeddings(Embeddings):

    def __init__(self, dims: int = 50, seed: int = 42):
        """Initialize with embedding dimensions and random seed."""
-        import math
-        import random
-        from collections import defaultdict
-
        self._rng = random.Random(seed)
        self.dims = dims
        # Create projection vector for each character lazily
@@ -42,9 +48,6 @@ class CharacterEmbeddings(Embeddings):

    def _embed_one(self, text: str) -> list[float]:
        """Embed a single text."""
-        import math
-        from collections import Counter
-
        counts = Counter(text)
        total = sum(counts.values())

@@ -332,8 +335,6 @@ class TestSqliteStore:

            # Test update
            # Small delay to ensure the updated timestamp is different
-            import time
-
            time.sleep(0.01)

            updated_value = {"title": "Updated Document", "content": "Hello, Updated!"}
@@ -1229,3 +1230,208 @@ def test_non_ascii(
        assert result3[0].key == "3"
        assert result4[0].key == "4"
        assert result5[0].key == "5"
+
+
+def test_escape_glob_literal() -> None:
+    assert _escape_glob_literal("users.alice") == "users.alice"
+    # "_" and "%" are LIKE wildcards but literal in GLOB, so they are left alone.
+    assert _escape_glob_literal("user_1") == "user_1"
+    assert _escape_glob_literal("100%") == "100%"
+    assert _escape_glob_literal("a*b") == "a[*]b"
+    assert _escape_glob_literal("a?b") == "a[?]b"
+    assert _escape_glob_literal("a[b") == "a[[]b"
+
+
+def test_namespace_match_pattern() -> None:
+    assert _namespace_match_pattern(("foo",), "prefix") == r"^foo(\.|\Z)"
+    assert (
+        _namespace_match_pattern(("uid", "*", "alice"), "prefix")
+        == r"^uid\.[^.]+\.alice(\.|\Z)"
+    )
+    assert _namespace_match_pattern(("alice",), "suffix") == r"(^|\.)alice\Z"
+
+
+def test_search_namespace_segment_boundary(store: SqliteStore) -> None:
+    """Prefix scoping must stop at namespace segment boundaries.
+
+    Namespaces are stored dot-joined, so matching the raw text also returns
+    siblings sharing leading characters.
+    """
+    for namespace in [
+        ("foo",),
+        ("foo", "child"),
+        ("foo", "child", "deep"),
+        ("foobar",),
+        ("foobar", "baz"),
+        ("foo2",),
+    ]:
+        store.put(namespace, "k", {"v": 1})
+
+    def _namespaces(prefix: tuple[str, ...]) -> set[tuple[str, ...]]:
+        return {item.namespace for item in store.search(prefix, limit=100)}
+
+    assert _namespaces(("foo",)) == {
+        ("foo",),
+        ("foo", "child"),
+        ("foo", "child", "deep"),
+    }
+    # The sibling scope is independent, not merely narrower.
+    assert _namespaces(("foobar",)) == {("foobar",), ("foobar", "baz")}
+    assert _namespaces(("foo2",)) == {("foo2",)}
+    assert _namespaces(("fo",)) == set()
+
+
+def test_search_namespace_wildcard_chars_are_literal(store: SqliteStore) -> None:
+    """LIKE and GLOB metacharacters in labels must be matched literally."""
+    for namespace in [
+        ("user_1",),
+        ("user_1", "child"),
+        ("userX1",),
+        ("a%b",),
+        ("axxb",),
+        ("star*",),
+        ("starX",),
+    ]:
+        store.put(namespace, "k", {"v": 1})
+
+    def _namespaces(prefix: tuple[str, ...]) -> set[tuple[str, ...]]:
+        return {item.namespace for item in store.search(prefix, limit=100)}
+
+    # Also asserts each namespace still matches itself, which catches escaping
+    # the equality arm by mistake.
+    assert _namespaces(("user_1",)) == {("user_1",), ("user_1", "child")}
+    assert _namespaces(("a%b",)) == {("a%b",)}
+    assert _namespaces(("star*",)) == {("star*",)}
+
+
+def test_search_namespace_is_case_sensitive(store: SqliteStore) -> None:
+    """Search must agree with get/put, which compare namespaces with `=`.
+
+    SQLite's LIKE is case-insensitive for ASCII, so matching with it conflated
+    namespaces that every other operation treats as distinct.
+    """
+    store.put(("Foo",), "k", {"v": "upper"})
+    store.put(("foo",), "k", {"v": "lower"})
+
+    assert {item.namespace for item in store.search(("foo",), limit=100)} == {("foo",)}
+    assert {item.namespace for item in store.search(("Foo",), limit=100)} == {("Foo",)}
+
+
+def test_list_namespaces_segment_boundary(store: SqliteStore) -> None:
+    for namespace in [
+        ("foo",),
+        ("foo", "child"),
+        ("foobar",),
+        ("foobar", "baz"),
+        ("uid", "users", "alice"),
+        ("uid", "users", "malice"),
+        ("uid", "a", "b", "alice"),
+    ]:
+        store.put(namespace, "k", {"v": 1})
+
+    assert set(store.list_namespaces(prefix=["foo"], limit=100)) == {
+        ("foo",),
+        ("foo", "child"),
+    }
+    # Suffix must align to a segment: "malice" does not end with the "alice"
+    # segment.
+    assert set(store.list_namespaces(suffix=["alice"], limit=100)) == {
+        ("uid", "users", "alice"),
+        ("uid", "a", "b", "alice"),
+    }
+    # "*" spans exactly one segment.
+    assert set(store.list_namespaces(prefix=["uid", "*", "alice"], limit=100)) == {
+        ("uid", "users", "alice"),
+    }
+    # Prefix matching stays open-ended across depth.
+    assert set(store.list_namespaces(prefix=["uid"], limit=100)) == {
+        ("uid", "users", "alice"),
+        ("uid", "users", "malice"),
+        ("uid", "a", "b", "alice"),
+    }
+
+
+def test_search_empty_prefix_is_unconstrained(store: SqliteStore) -> None:
+    """An empty prefix constrains nothing and must return every namespace."""
+    for namespace in [("a",), ("b", "c"), ("d", "e", "f")]:
+        store.put(namespace, "k", {"v": 1})
+
+    assert {item.namespace for item in store.search((), limit=100)} == {
+        ("a",),
+        ("b", "c"),
+        ("d", "e", "f"),
+    }
+
+
+def test_namespace_labels_with_trailing_newline(store: SqliteStore) -> None:
+    """Labels may contain newlines, and must not match a differently-named label.
+
+    Python's `$` also matches just before a trailing newline, so the patterns use
+    `\\Z` to anchor at the true end of the string.
+    """
+    store.put(("users", "alice"), "k", {"v": 1})
+    store.put(("users", "alice\n"), "k", {"v": 2})
+
+    assert set(store.list_namespaces(suffix=["alice"], limit=100)) == {
+        ("users", "alice"),
+    }
+    assert set(store.list_namespaces(prefix=["users", "alice"], limit=100)) == {
+        ("users", "alice"),
+    }
+
+
+def test_list_namespaces_prefix_uses_indexable_condition() -> None:
+    """Plain prefixes must use the indexable condition, not the match function.
+
+    A user function is opaque to the query planner, so it scans every row and
+    calls back into Python for each one. Only suffix and wildcard paths, which
+    no SQLite operator can express, need it.
+    """
+    store = BaseSqliteStore()
+
+    def where(match_type: str, path: tuple[str, ...]) -> str:
+        op = ListNamespacesOp(
+            match_conditions=(MatchCondition(match_type=match_type, path=path),),
+            max_depth=None,
+            limit=10,
+            offset=0,
+        )
+        query, _ = store._get_batch_list_namespaces_queries([(0, op)])[0]
+        return " ".join(query.split())
+
+    assert "GLOB" in where("prefix", ("uid", "users"))
+    assert NS_MATCH_FUNCTION not in where("prefix", ("uid", "users"))
+    # A label that merely contains "*" is not the wildcard.
+    assert "GLOB" in where("prefix", ("star*",))
+    # Wildcard and suffix cannot be expressed by GLOB, so they keep the function.
+    assert NS_MATCH_FUNCTION in where("prefix", ("uid", "*", "alice"))
+    assert NS_MATCH_FUNCTION in where("suffix", ("alice",))
+
+
+def test_list_namespaces_metacharacter_labels(store: SqliteStore) -> None:
+    """Metacharacters in labels are literal on both matching paths.
+
+    Plain prefixes take the `= OR GLOB` condition and wildcard/suffix paths take
+    the regex function, so escaping has to hold in two different syntaxes.
+    """
+    pairs = [
+        ("star*", "starX"),
+        ("q?m", "qXm"),
+        ("br[ack]et", "brXacXket"),
+        ("user_1", "userX1"),
+        ("a%b", "axxb"),
+        ("plus+", "plusX"),
+    ]
+    for label, decoy in pairs:
+        store.put((label,), "k", {"v": 1})
+        store.put((decoy,), "k", {"v": 1})
+        store.put((label, "child"), "k", {"v": 1})
+
+    for label, decoy in pairs:
+        found = set(store.list_namespaces(prefix=[label], limit=100))
+        assert found == {(label,), (label, "child")}
+        # The decoy differs only where the metacharacter would have matched.
+        assert (decoy,) not in found
+        assert set(store.list_namespaces(prefix=[label, "child"], limit=100)) == {
+            (label, "child"),
+        }
@@ -147,11 +147,11 @@ wheels = [

 [[package]]
 name = "codespell"
-version = "2.4.2"
+version = "2.4.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/2d/9d/1d0903dff693160f893ca6abcabad545088e7a2ee0a6deae7c24e958be69/codespell-2.4.2.tar.gz", hash = "sha256:3c33be9ae34543807f088aeb4832dfad8cb2dae38da61cac0a7045dd376cfdf3", size = 352058, upload-time = "2026-03-05T18:10:42.936Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/80/19/45e941380f69c042b43423513d201e6592346f992394347f5e7174c31407/codespell-2.4.3.tar.gz", hash = "sha256:cbe085e331227b37bb86ef8bddd08dc768c704ee9a07ca869852c093fa2793e2", size = 352773, upload-time = "2026-07-15T11:51:54.159Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/42/a1/52fa05533e95fe45bcc09bcf8a503874b1c08f221a4e35608017e0938f55/codespell-2.4.2-py3-none-any.whl", hash = "sha256:97e0c1060cf46bd1d5db89a936c98db8c2b804e1fdd4b5c645e82a1ec6b1f886", size = 353715, upload-time = "2026-03-05T18:10:41.398Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/bf/bdb951d34eb169140b546f44be9ec4525d1acefb9eb5572071f5492b19fc/codespell-2.4.3-py3-none-any.whl", hash = "sha256:af2505b335e8573dbd2d384d1c4ef498f4006f4ba2d6fceca01e55b91f52628a", size = 340736, upload-time = "2026-07-15T11:51:52.925Z" },
 ]

 [[package]]
@@ -168,7 +168,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" }
 wheels = [
@@ -253,7 +253,7 @@ wheels = [

 [[package]]
 name = "langchain-core"
-version = "1.4.0"
+version = "1.5.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "jsonpatch" },
@@ -266,26 +266,26 @@ dependencies = [
    { name = "typing-extensions" },
    { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/59/de/679a53472c25860837e32c0442c962fa86e95317a36460e2c9d5c91b17c2/langchain_core-1.4.0.tar.gz", hash = "sha256:1dc341eed802ed9c117c0df3923c991e5e9e226571e5725c194eeb5bd93d1a7f", size = 920260, upload-time = "2026-05-11T18:42:35.919Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6e/58/3ad53096eee1e07728e8219ded30ae308b0f2b8b7b26b8ebb6371917c0f5/langchain_core-1.5.2.tar.gz", hash = "sha256:2d13ab35b42eec63d4669a483776b8cdd778ee764107149369fb369d84c08c41", size = 972322, upload-time = "2026-07-28T16:38:37.977Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0f/1a/86c38c27b81913a1c6c12448cab55defb5a1097c7dc9a4cea83f55477a2d/langchain_core-1.4.0-py3-none-any.whl", hash = "sha256:23cbbdb46e38ddd1dd5247e6167e96013eae74bea4c5949c550809970a9e565c", size = 548120, upload-time = "2026-05-11T18:42:33.992Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/e4/024e402a65f5ee2eb6ae9667b5ffc5f08776cb4e712f5a11ee1997d56083/langchain_core-1.5.2-py3-none-any.whl", hash = "sha256:a687dd7c3b22c6c1294e1c1eeb61fb6f3a308e6015a1d75b576b3836ad5b5aed", size = 561643, upload-time = "2026-07-28T16:38:36.38Z" },
 ]

 [[package]]
 name = "langchain-protocol"
-version = "0.0.15"
+version = "0.0.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4f/24/9777489d6fbbee64af0c8f96d4f840239c408cf694f3394672807dafc490/langchain_protocol-0.0.15.tar.gz", hash = "sha256:9ab2d11ee73944754f10e037e717098d3a6796f0e58afa9cadda6154e7655ade", size = 5862, upload-time = "2026-05-01T22:30:04.748Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d2/59/b5959aea96faa9146e2e49a7a22882b3528c62efafe9a6a95beab30c2305/langchain_protocol-0.0.18.tar.gz", hash = "sha256:ec3e11782f1ed0c9db38e5a9ed01b0e7a0d3fba406faa8aef6594b73c56a63e6", size = 6150, upload-time = "2026-06-18T17:08:26.959Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1d/7a/9c97a7b9cbe4c5dc6a44cdb1545450c28f0c8ce89b9c1f0ee7fbad896263/langchain_protocol-0.0.15-py3-none-any.whl", hash = "sha256:461eb794358f83d5e42635a5797799ffec7b4702314e34edf73ac21e75d3ef79", size = 6982, upload-time = "2026-05-01T22:30:03.877Z" },
+    { url = "https://files.pythonhosted.org/packages/99/2e/d82db9eec13ad0f72e7aaad5c4bc730ab111934fdc83c85523206eb9b0a0/langchain_protocol-0.0.18-py3-none-any.whl", hash = "sha256:70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a", size = 7221, upload-time = "2026-06-18T17:08:25.996Z" },
 ]

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.1.1"
+version = "4.2.0"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -331,9 +331,36 @@ test = [
    { name = "redis" },
 ]

+[[package]]
+name = "langgraph-checkpoint-conformance"
+version = "0.0.2"
+source = { editable = "../checkpoint-conformance" }
+dependencies = [
+    { name = "langgraph-checkpoint" },
+]
+
+[package.metadata]
+requires-dist = [{ name = "langgraph-checkpoint", editable = "../checkpoint" }]
+
+[package.metadata.requires-dev]
+dev = [
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+    { name = "ruff" },
+    { name = "ty" },
+]
+lint = [
+    { name = "ruff" },
+    { name = "ty" },
+]
+test = [
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+]
+
 [[package]]
 name = "langgraph-checkpoint-sqlite"
-version = "3.1.0"
+version = "3.1.1"
 source = { editable = "." }
 dependencies = [
    { name = "aiosqlite" },
@@ -345,6 +372,7 @@ dependencies = [
 dev = [
    { name = "codespell" },
    { name = "langgraph-checkpoint" },
+    { name = "langgraph-checkpoint-conformance" },
    { name = "pytest" },
    { name = "pytest-asyncio" },
    { name = "pytest-mock" },
@@ -360,6 +388,7 @@ lint = [
 ]
 test = [
    { name = "langgraph-checkpoint" },
+    { name = "langgraph-checkpoint-conformance" },
    { name = "pytest" },
    { name = "pytest-asyncio" },
    { name = "pytest-mock" },
@@ -378,6 +407,7 @@ requires-dist = [
 dev = [
    { name = "codespell" },
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
    { name = "pytest" },
    { name = "pytest-asyncio" },
    { name = "pytest-mock" },
@@ -393,6 +423,7 @@ lint = [
 ]
 test = [
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
    { name = "pytest" },
    { name = "pytest-asyncio" },
    { name = "pytest-mock" },
@@ -720,7 +751,7 @@ wheels = [

 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -731,9 +762,9 @@ dependencies = [
    { name = "pygments" },
    { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7d/0d/549bd94f1a0a402dc8cf64563a117c0f3765662e2e668477624baeec44d5/pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c", size = 1572165, upload-time = "2026-04-07T17:16:18.027Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e4/47/b9efed96c114afcfa3c9d3fe98a76a1d14c74a9e266d397cf6eb64be5e01/pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313", size = 1636369, upload-time = "2026-06-19T10:58:32.857Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" },
+    { url = "https://files.pythonhosted.org/packages/24/25/1de2678b631f5a49215c6c96fff41ba892b0a34df68d6d80292b1b48aa7f/pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c", size = 386536, upload-time = "2026-06-19T10:58:31.347Z" },
 ]

 [[package]]
@@ -880,27 +911,27 @@ wheels = [

 [[package]]
 name = "ruff"
-version = "0.15.15"
+version = "0.16.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/84/6f/a76f7d96e5c962f5b69cee865e49c15c1116897c01990faa8a57edb62e7f/ruff-0.15.15.tar.gz", hash = "sha256:b8dff018130b46d8e5bf0f926ef6b60cf871d6d5ae45fc9334e09632daa741d6", size = 4706985, upload-time = "2026-05-28T14:16:57.784Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/4d/94/1e5e4967626faf12fa56999cd6222dff6992ceb086ad7945756baf70c7a7/ruff-0.16.0.tar.gz", hash = "sha256:e460aafd5495ec89efaa6ced2e4a9a581116451e1c88b9d37ef497e0f8e93982", size = 4790557, upload-time = "2026-07-23T19:11:30.981Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fa/9d/3a45c05b8ab04b4705989de70a79008e27c8003296a0feaee9edc18dd7e9/ruff-0.15.15-py3-none-linux_armv6l.whl", hash = "sha256:cf93e5388f412e1b108b1f8b34a6e036b70fe8aff89393befad96fe48670311b", size = 10710652, upload-time = "2026-05-28T14:16:06.701Z" },
-    { url = "https://files.pythonhosted.org/packages/05/66/da974431624bf3b49f6ee1f9543c02d929ff1cba78b0d5a79c38cf21f744/ruff-0.15.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ac5a646d1f6a7dadd5d50842dae2c1f9862ac887ef5d1b1375e02def791fde6e", size = 11096615, upload-time = "2026-05-28T14:16:23.313Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/09/7443452e5d290230a712103f2fdceeef7184f3ec99a2bd01c8be78aaceb5/ruff-0.15.15-py3-none-macosx_11_0_arm64.whl", hash = "sha256:77d955a431430c66f72dd94e379ad38a16daea3d25094872ac4edf9e797be530", size = 10436683, upload-time = "2026-05-28T14:16:40.974Z" },
-    { url = "https://files.pythonhosted.org/packages/53/01/d330c26a57fa4f3943a14424904027428315b700fe4d14a84bb123a649e5/ruff-0.15.15-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7614ee79c69788cf6cedd568069ade9cecc22a1ad20494efe8d0c9ebb4b622d4", size = 10769064, upload-time = "2026-05-28T14:16:28.905Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/85/cc8770f8bdff541b1da8392d1634141fe4a0e3f4ee596605959b7906c27f/ruff-0.15.15-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3cdb1679e06a1f6b47bc384714ae96f6e2fb65ca441eb78c43d2ca554176ce1f", size = 10511987, upload-time = "2026-05-28T14:16:43.732Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/29/8c190c1472b63013583ba391f3342036e02010544c1270455ed8e519bdf3/ruff-0.15.15-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2728b93d7b23a603ea2c0ac6eb73d760bd38ec9de35f35fb41e18f7a3fee7622", size = 11275100, upload-time = "2026-05-28T14:16:55.244Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/6b/7e145ce2cc8e63d6834eca03d83a0e18d121def5c69f91b4cf4011ed4879/ruff-0.15.15-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:be582fcc0db438902c7792b08d6ddf6c9b9e21addaa10092c2c741cfb09e5a45", size = 12176903, upload-time = "2026-05-28T14:16:14.368Z" },
-    { url = "https://files.pythonhosted.org/packages/80/a3/d5974637f68e451f7fadf015cf3101d1cd7d8ba5027cffe0b9e3826ebe6b/ruff-0.15.15-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7aa77465b8ecaf1a27bea098d696f7fed5e1eccbd10b321b682d6de586ae5627", size = 11404550, upload-time = "2026-05-28T14:16:20.138Z" },
-    { url = "https://files.pythonhosted.org/packages/fe/1c/e6e5e568f22be4fb05d6244234aba384c06b451252453b821e1a529263cf/ruff-0.15.15-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:48decfa11d740de4889de623be1463308346312f2409a56e24aa280c86162dc4", size = 11382027, upload-time = "2026-05-28T14:16:46.615Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/01/170921b49fcd2e8858825593f91cf7146c3e40a5c3e6df763e4bb0484dde/ruff-0.15.15-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:a5015088452ca0081387063649ec67f06d3d1d6b8b936a1f836b5e9657ecd48c", size = 11366041, upload-time = "2026-05-28T14:16:26.247Z" },
-    { url = "https://files.pythonhosted.org/packages/87/54/a7bad711d7de93254e15e06a4c375b89a03d18de45d3e5dcc86a4472fb1a/ruff-0.15.15-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:f5294aab6356c81600fcdea3a62bb1b924dfd5e91767c12318d3f68f86af57cd", size = 10741795, upload-time = "2026-05-28T14:16:17.11Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/31/38c075963668f8b41c6914ee0f6f318727fbe30ab9145cb29e6df464c5fa/ruff-0.15.15-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:db5bd4d802415cca656dc1616070b725952d6ae95eb5d4831e49fbd94a38f75f", size = 10511117, upload-time = "2026-05-28T14:16:31.767Z" },
-    { url = "https://files.pythonhosted.org/packages/9d/96/6ff689e1f7e375d1d97075eca022f74c2bab59554a432fe4d2e6f091986a/ruff-0.15.15-py3-none-musllinux_1_2_i686.whl", hash = "sha256:587a6278ed42059191c1a466e490bd7930fb50bd2e255398bc29616c895a61cb", size = 10994867, upload-time = "2026-05-28T14:16:35.149Z" },
-    { url = "https://files.pythonhosted.org/packages/c3/c2/5dce0ab9f92a8d534fa62b9bf9caca3eddb8c1a81b616f5e195ada4f0d6e/ruff-0.15.15-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:df0c1c084f5f4be9812f61518a45c440d3c30d69ce4bf6c5270e66d38338f02a", size = 11482101, upload-time = "2026-05-28T14:16:49.598Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/c0/1003b60edd697c649faf61f1a34094b1abb38fb3d1181e3f895781250a08/ruff-0.15.15-py3-none-win32.whl", hash = "sha256:29428ea79694afbe756d45fd59b36f22b6b020dc0443cf7de0173046236964b9", size = 10716774, upload-time = "2026-05-28T14:16:52.337Z" },
-    { url = "https://files.pythonhosted.org/packages/02/a8/1269eddd6945a06c23f055ef7848886e37cf9d6a8bebb386a3115f01470c/ruff-0.15.15-py3-none-win_amd64.whl", hash = "sha256:8df0323902e15e24bc4bf246da830573d3cf3352bd0b9a164eab335d111ff4a4", size = 11868463, upload-time = "2026-05-28T14:16:11.333Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/b2/920464c907b191e37469d477a1aa8bc048b8f36c4c1610dfa4ab87b39e18/ruff-0.15.15-py3-none-win_arm64.whl", hash = "sha256:3c8ceca6792f38196b8f589bc92eccd03eef286602da92e5dc05cc42ef6441b7", size = 11138498, upload-time = "2026-05-28T14:16:38.425Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/81/1c8818fee7ce1a04cd7d1b3172e0a8f8e4f1dc4feb7fc390e16daa8af323/ruff-0.16.0-py3-none-linux_armv6l.whl", hash = "sha256:e5115729eb08c585e5121978ba5d5b60caeae394ce21b9fb5e6cd33a1c6c9b1e", size = 10754633, upload-time = "2026-07-23T19:10:46.415Z" },
+    { url = "https://files.pythonhosted.org/packages/23/df/beaf59c09d68db84304d555f188b276a77132a5d5b0b67a5c762aa143628/ruff-0.16.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3c954b1d580bfa035b41654f7858cc7e71d5fc3ac5b723dd62bd9133830ed522", size = 10969164, upload-time = "2026-07-23T19:10:50.271Z" },
+    { url = "https://files.pythonhosted.org/packages/42/ce/741cd197496a1abbf51352710fd15ed995d2a2be87189c1da26a450d6e83/ruff-0.16.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e01c21d10eb1b29f47b7454e1f4056db9a3f0260c646aa88457c610291db9f81", size = 10488846, upload-time = "2026-07-23T19:10:52.639Z" },
+    { url = "https://files.pythonhosted.org/packages/52/2a/a2db8e88cade358f5cdcb05674a917751074109315d014eb6352d9a893f7/ruff-0.16.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6e364e5ed22ed8dc05082fd78e35308618260907ac2d3c1d637b2e682415b6c9", size = 10889729, upload-time = "2026-07-23T19:10:54.89Z" },
+    { url = "https://files.pythonhosted.org/packages/42/65/62a771694ebd63029dc953e27dbad40e1588bd4860ff9fe881018fddaa49/ruff-0.16.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d327b8fc113a1d4421a04f3839d3752057c8dd1ee320223a6f3f52d04ada462a", size = 10568275, upload-time = "2026-07-23T19:10:56.993Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/e2/ced249fe8af5f086c5c58cc21cc3356d50f32f7401c5df87050c999620a7/ruff-0.16.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9b50c55e263103586b3dcf5f73d479eb8cb5fdb6098fec59a62891dab653717", size = 11385112, upload-time = "2026-07-23T19:10:59.615Z" },
+    { url = "https://files.pythonhosted.org/packages/87/0b/05154977a8fd69eeb6c103271f55403bfd8711f5c0f8ed07489d95a504e7/ruff-0.16.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0ff4a79ce3ec0172f3241943835de1c4cb4e2dcd07f0f8c2d02603dbbbee4b17", size = 12207008, upload-time = "2026-07-23T19:11:02.154Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/29/98225831a3a1eab0e02f4acc6ca6559a98611dcc68b6965ff4b7234627c1/ruff-0.16.0-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e95c448fca1fb2a18372a9440926c5a6ee789639bb975c72e7ae6d0b04218ab4", size = 11650842, upload-time = "2026-07-23T19:11:04.557Z" },
+    { url = "https://files.pythonhosted.org/packages/91/66/6bd3cf90500653d55dc0ffc8507aa8300bd49d0214b2e8cb4d3fef2943ba/ruff-0.16.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f11a8d11010301d0a398a2fdef67691feca7294da6aef55e2150e8fa2cd520b", size = 11400718, upload-time = "2026-07-23T19:11:09.233Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/a2/a54eb4eae05d66364050a5d3b8a9c5ef88196531b3cbe7109d873f87f819/ruff-0.16.0-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:48044c678e9cb8698246c99b14aaccfa6601dea7379eb48a6f8f73f7a6d86cd0", size = 11426177, upload-time = "2026-07-23T19:11:11.994Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/be/16e3eea4b2a478a496919f5e36f17c4559e54620bd3bbac5d6affa068006/ruff-0.16.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:7aa0959bad8eb8bef50340154fc9b58678dae31fa4293afa38b44b6e552c0213", size = 10856126, upload-time = "2026-07-23T19:11:14.221Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/84/252eb8b868a16eec7257c14f504f77537e734b2d69c762e639e588e304a3/ruff-0.16.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:28ea2b7df8ebf7f9da6b7d47b230ab48f387c0a29be3b474c4d0740e197bb9af", size = 10571208, upload-time = "2026-07-23T19:11:16.378Z" },
+    { url = "https://files.pythonhosted.org/packages/21/09/817a482f542f7570cbb4554b26e896610c7114f539b1d9e2d2145bf6bef6/ruff-0.16.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:33a3dfac8c35f81498dea9181bccc2f4c4bc8f1521a1dd9406e77643e0f0fb09", size = 11063329, upload-time = "2026-07-23T19:11:19.173Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/23/9403c180ca1cb9b1f7335f5c3e5305c09d49ea5b345196682a36028bde4a/ruff-0.16.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a5237a0bda500d30d81b8e07a6973a5cbc772864cbf746ae2f4e8a2e01c9f4ed", size = 11489751, upload-time = "2026-07-23T19:11:21.74Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/1d/1b2ef7bcde851c78d7f17f1cca13fd6dc695fc4b3d6197941e72cae5b132/ruff-0.16.0-py3-none-win32.whl", hash = "sha256:7fab76fa065c873f41ff744347c6e77bcc3dfec4bcc754dc26b63d23c0f7f5fb", size = 10785885, upload-time = "2026-07-23T19:11:23.947Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/a3/d5e4ef7a56be3f928ffb90b94c25ba7d3cb9c7fe0736aeaaedf361770712/ruff-0.16.0-py3-none-win_amd64.whl", hash = "sha256:429c117f022bf481fabd9d551e7a3952b24c65e6ef44337ea09d90bebef14472", size = 11923141, upload-time = "2026-07-23T19:11:26.409Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/9a/8415f2657cbe200f41a4531ccededf135505a92d4a012229121f885b26f9/ruff-0.16.0-py3-none-win_arm64.whl", hash = "sha256:14296fedcd2705c77ab8235439278bbb38f285cf7da5528b00b3e330c3d4872d", size = 11273407, upload-time = "2026-07-23T19:11:28.705Z" },
 ]

 [[package]]
@@ -980,27 +1011,27 @@ wheels = [

 [[package]]
 name = "ty"
-version = "0.0.43"
+version = "0.0.64"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0d/37/4ec04de0659b93be37d956dfceca13b1ecab9c959f28d8a1d5e514603f36/ty-0.0.43.tar.gz", hash = "sha256:ea4cff50548f2a1877e848d3abe9e293cde8ab94757a7eb93fc0d4013f98be8e", size = 5798429, upload-time = "2026-06-04T00:52:10.013Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8e/aa/14c9965d3b173105692473897cc89c34cd91241368b2044e43167e1c17ff/ty-0.0.64.tar.gz", hash = "sha256:d12ddbb05f15158bb518af619378b385486450def95fb06f8ab98037febe9f2c", size = 6350966, upload-time = "2026-07-27T18:32:45.403Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/db/74/1916026a78f20019a2f03adbd6fb4430ddb7ce1e52c2e17a90856a6d192e/ty-0.0.43-py3-none-linux_armv6l.whl", hash = "sha256:3bf70f5446480562bf6c9f639df4b5cb60716b8f8d1a6b8e5811d5c7eccd8bf2", size = 11598153, upload-time = "2026-06-04T00:52:20.646Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/af/58bb0089d2635216c8fa6612dd486a3f986d0ab1c46a41527ab95e57f0e3/ty-0.0.43-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:7184741f8b15425a1bc64b950ad005cb353573288ac0e8a04f5481ceb3832596", size = 11357811, upload-time = "2026-06-04T00:52:24.683Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/9c/32c6b14f3feddf87b59c7a50709e2b3da408258f2f583f05575f77bc8f7b/ty-0.0.43-py3-none-macosx_11_0_arm64.whl", hash = "sha256:8c306379ca9a35f6ae5270fe9bda7af4b46d91822725a2586d78c8b9b5493b62", size = 10772024, upload-time = "2026-06-04T00:52:14.312Z" },
-    { url = "https://files.pythonhosted.org/packages/09/fa/98aa4a74bd00cd5efc424923cd1daffbf1e40a0338041cafb203379d746f/ty-0.0.43-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d624b884c9c1fd244ad2a5f026364e7162a22b3f537025941ada2e363e676414", size = 11291034, upload-time = "2026-06-04T00:52:37.249Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/db/4de086c38ce96dcada2bd451f43171d2c237f96d8ed19a1ea8fe51bb8ef4/ty-0.0.43-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:281fc4c00fbc196045141faa085055bddc58846b04a2800204701415a1b9c6aa", size = 11364724, upload-time = "2026-06-04T00:52:33.138Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/d3/e3cd8e3233a6fd8362a49aa025b79e9f40151a2a86d811ace154c6eb7445/ty-0.0.43-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f57d6cc28de89024b48d1788e4758c05299d5749d4a51c02e71ac655ec23d9a5", size = 11890555, upload-time = "2026-06-04T00:52:22.711Z" },
-    { url = "https://files.pythonhosted.org/packages/80/7b/6f46d444e8241606bbde098df3dca93f2ec0b834a42055db85ee7d33646f/ty-0.0.43-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0a1d6ad6c5e7792c7eac0a01e550f2c2004462e01a64a91ea1636aba6fef6e71", size = 12450968, upload-time = "2026-06-04T00:52:28.94Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/e1/79fbe51f2e4b9d8347f2013cd7ed0b63f3b499038c02dc0357e9b28a3a47/ty-0.0.43-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:66d474395d7635fb618bdbb58b4e3360259a2056d0a5621b82754b9da2cd8a04", size = 12064187, upload-time = "2026-06-04T00:52:12.039Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/3f/c758a3a8df5b90d331f2b60c8f16021ee64d75e78f99d67cc4efc9bf5f4b/ty-0.0.43-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2663a0003a8b60fb98db7f6f6e673df80b21d0fe3a9868a26fb06b4e049b6fc4", size = 11943208, upload-time = "2026-06-04T00:52:31.14Z" },
-    { url = "https://files.pythonhosted.org/packages/54/5f/f516442749cf1b45ca6720a5d41df2738a486ed9ace774c03d515db89084/ty-0.0.43-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:d5a6c352d374d889189d5ec82b54b26a5885f769f7b7787f7f875500dcb8673e", size = 12143572, upload-time = "2026-06-04T00:52:18.457Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/bf/0d83c7f43bf4c10f3678bfe7d938e51c445298c7b923f155c5204730c2df/ty-0.0.43-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e7dbbeedfad3ca250d74fcc355fa9ab6b38d2a17f22d6304f615716939dbbb27", size = 11279355, upload-time = "2026-06-04T00:52:26.726Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/de/a6c978bef6d9e949f79f4782d9e4ee4df0893713e73b055d84c1a5116b9a/ty-0.0.43-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:24b18a0273ee46154996cfcfa27438f851f440c925587ec200df6f98dffe67d3", size = 11408412, upload-time = "2026-06-04T00:52:35.282Z" },
-    { url = "https://files.pythonhosted.org/packages/ec/b1/d13857c23867f0f76b92e38e5841c64ca5e76dc5d4bf27f52cb81d8ab685/ty-0.0.43-py3-none-musllinux_1_2_i686.whl", hash = "sha256:2ef681951520d692b7e9c0b5e56aacf4f98ccae47cf6ffccaf2c7b6b33dc226e", size = 11541709, upload-time = "2026-06-04T00:52:16.451Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/f1/cd6afc6f6a687e238bf5e12189f7920e81a0bdef6c3dba4c784ef140f7d9/ty-0.0.43-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:2af105de7437143aa4676b28016b5bee661aaaa4eff52be5867fb25119641ceb", size = 12041266, upload-time = "2026-06-04T00:52:43.541Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/ba/51ca7c3335da2b8d0a3e477fa4986be9f4a53b05bfab862967d8d2e6ca60/ty-0.0.43-py3-none-win32.whl", hash = "sha256:e4773115b0d6486ee30f1657fc8bdffe7e3a3f5300ab77ef2495da6e83e4694f", size = 10858724, upload-time = "2026-06-04T00:52:07.843Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/29/5d80453e5f7c520145fa058851da87230dbd7ca761a7675447a9fe504e0b/ty-0.0.43-py3-none-win_amd64.whl", hash = "sha256:48d3545094a4ae6395492c7e6ac90550fce969e0ed2815fbf8c5da9756676b7d", size = 11976157, upload-time = "2026-06-04T00:52:41.438Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/ed/befe5a543e5b95e754ed38ee95239e44efda9bc5f578db4ac1bc8dd758d6/ty-0.0.43-py3-none-win_arm64.whl", hash = "sha256:740ca33d7f75f655a4e7d475bc42dfb825c13219bb073fad30fcc04d35790c74", size = 11308680, upload-time = "2026-06-04T00:52:39.233Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/4c/c54937e4ff3fa7b34a99ea3387ec766bf0ad98dc8df8d792e89b388e658e/ty-0.0.64-py3-none-linux_armv6l.whl", hash = "sha256:3830a6675ab43635ced1c4c557f380ac4a49e9414e03975e4e4e8db644c64944", size = 12118357, upload-time = "2026-07-27T18:32:08.702Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/aa/a839ee2bc78e943d079e6abe199a97b4eeffb7e5c9a57326d69de452186a/ty-0.0.64-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3ff07d7bc32a2135f58afe57393789a32ea2fed1a66216129a8e535e76043903", size = 11790882, upload-time = "2026-07-27T18:32:10.997Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/de/19f14357888a7198438926303753cf749428e3d62e8980ff1e9a72a78402/ty-0.0.64-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4f6d1c7f897cca05d12bacbf1435150d5ffa496099515aa6ed303c8b29e1d0bb", size = 11317394, upload-time = "2026-07-27T18:32:13.162Z" },
+    { url = "https://files.pythonhosted.org/packages/08/2f/f54462300535ab99b551eda733177be2eef5dbc2997d3fdb357c4ddd760a/ty-0.0.64-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:138d6c37ad4bf8583aa7a9b29d90954151d7856f9910a03eae3eb34b34c57215", size = 11863042, upload-time = "2026-07-27T18:32:15.307Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/95/dbecf745520ebe8bd7b02fc55eee6441c9be312ebf6addce605eb52740dd/ty-0.0.64-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1ed9719d1b7b66fb8efe073d860208a44c40af1f6cd5c2364aa9b323a1e579b4", size = 11910730, upload-time = "2026-07-27T18:32:17.467Z" },
+    { url = "https://files.pythonhosted.org/packages/3b/26/12cfd40028e51ceed7b3cb645281c61c02eb64ff9fb0c09231d65c30ff25/ty-0.0.64-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d68b23e5169e2137b5f1de7169ab0cebecab6c8eda374c34c1f6394308f58242", size = 12631936, upload-time = "2026-07-27T18:32:19.533Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/d0/65ffc2b0a686347193c6f98e9421a7fc2a96fc3cd0b1001cf7cf284baff9/ty-0.0.64-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f41cb07d89d32626fcaf3ed4d262778fcb28b2628b6ed1e172cd7b18820668d8", size = 13171049, upload-time = "2026-07-27T18:32:22.026Z" },
+    { url = "https://files.pythonhosted.org/packages/f6/a4/975a5961842dcd6fa60f0770a102c0bba7509da909ab652919bfcdcd4fc7/ty-0.0.64-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5f24e1504ab9e212f92356b82fe088fdeb3a39f9a2f4ff25e505d2e1d0db9056", size = 12826438, upload-time = "2026-07-27T18:32:24.178Z" },
+    { url = "https://files.pythonhosted.org/packages/af/ef/dfb9b7f9bcc032d3b540b0d1f55f532a336e2fb41b1bd539c05ae81a151a/ty-0.0.64-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86db830cb914bb33bb8247b66ccea58de4496c2391bd42658aba744b439f3290", size = 12440880, upload-time = "2026-07-27T18:32:26.341Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/d0/bedac20505e8a8f5501ad73d7d15d8e421a563fef59993909a23036929a4/ty-0.0.64-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:652ee3d6d03bea76cd2fe8949c78bb5970394ebd7c5fd270e9518c0dee1b931d", size = 12782439, upload-time = "2026-07-27T18:32:28.642Z" },
+    { url = "https://files.pythonhosted.org/packages/79/d5/795733f13ceff1378f08b3de0c49d0f518df220ed856b0dfac869f3b7c81/ty-0.0.64-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:4838768295774a86e95f9ec5633e739d016adbbb69dcbdc62f3549578a11f624", size = 11814821, upload-time = "2026-07-27T18:32:30.632Z" },
+    { url = "https://files.pythonhosted.org/packages/52/3e/9d99cd1e1831003434f508ed9f258a56543194afc3bbe051eba2545fa676/ty-0.0.64-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:5a3d700669868599edf39ce5125196682f15a8880cc8c669bc2a83b99984d99b", size = 11928678, upload-time = "2026-07-27T18:32:32.888Z" },
+    { url = "https://files.pythonhosted.org/packages/b8/3d/448f49a3503fb119a34348a5714bb92001f252fadbbb12d645f2e744b557/ty-0.0.64-py3-none-musllinux_1_2_i686.whl", hash = "sha256:b161f0a82a8e2f2432db3bf7702b4d3924fa9486ba0014f6710a160fc157df0d", size = 12202249, upload-time = "2026-07-27T18:32:34.905Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/9b/75768e562cec990d189dc05807ae72890b20ffbd1e1f43597bb98db63c60/ty-0.0.64-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:39b9dd42908df47c2dc57dda87e656fab97097ffd2618474bbdea986af0d6a9d", size = 12548817, upload-time = "2026-07-27T18:32:36.995Z" },
+    { url = "https://files.pythonhosted.org/packages/34/89/44cc276ea6ca0245495014758ffeadde1798fb0b5840c9cf36d8d2ed3250/ty-0.0.64-py3-none-win32.whl", hash = "sha256:d0676ab0e0935795e5843baa28dd5e366dc343d7c0945a996df9eab8e0644885", size = 11545474, upload-time = "2026-07-27T18:32:39.389Z" },
+    { url = "https://files.pythonhosted.org/packages/01/7e/d1c8a871a38d17c8f168b9a6975f6247f7660f8334e517656a5e4b4a4858/ty-0.0.64-py3-none-win_amd64.whl", hash = "sha256:dcb9bd31f54097e362b776c26ab4564d4564cdd1355cb883481167a26c03cc3f", size = 12542987, upload-time = "2026-07-27T18:32:41.412Z" },
+    { url = "https://files.pythonhosted.org/packages/35/4d/6d18640d0204cacd69abbaca95ad6a34c6d7e9169e9051d0117b17b827ec/ty-0.0.64-py3-none-win_arm64.whl", hash = "sha256:82cc34c1ad9a8feb6059aef193bebcecc656e548f6fab3d518bcd8b57d198d39", size = 11899263, upload-time = "2026-07-27T18:32:43.366Z" },
 ]

 [[package]]
@@ -148,17 +148,16 @@ class InMemorySaver(
        whose stored blob is non-empty. Other channels keep walking until
        they find their own terminator or hit the root.

-        Pre-delta plain-value blobs subsume their ancestor's pending
-        writes (the value already includes them); `_DeltaSnapshot` blobs
-        do not (snapshot is the value AT that ancestor, prior to its own
-        pending writes that produce the child).
+        A blob is the value AT its ancestor, prior to the writes stored
+        under that same ancestor (those writes produce its child, which
+        is on the path to the target). This holds for `_DeltaSnapshot`
+        blobs and for pre-delta plain values alike, so the seed
+        ancestor's own writes are always collected. Writes at ancestors
+        older than the seed are subsumed by the seed value and are never
+        reached — the walk terminates there.
        """
        if not channels:
            return {}
-        # Imported lazily to avoid a hard checkpoint→serde-types coupling at
-        # module import; only this override needs the runtime check.
-        from langgraph.checkpoint.serde.types import _DeltaSnapshot
-
        thread_id = config["configurable"]["thread_id"]
        checkpoint_ns = config["configurable"].get("checkpoint_ns", "")
        checkpoint_id = config["configurable"].get("checkpoint_id", "")
@@ -205,11 +204,6 @@ class InMemorySaver(
            ):
                if ch not in remaining:
                    continue
-                blob_value = blob_value_by_ch.get(ch)
-                if blob_value is not None and not isinstance(
-                    blob_value, _DeltaSnapshot
-                ):
-                    continue
                collected_by_ch[ch].append(
                    (tid, ch, self.serde.loads_typed(serialized))
                )
@@ -552,6 +552,14 @@ class TTLConfig(TypedDict, total=False):
    This can be overridden per-operation by explicitly setting `refresh_ttl`.
    Defaults to `True` if not configured.
    """
+    omit_expired: bool
+    """Whether to omit expired items from read operations.
+
+    If `True`, and if the store supports this option, expired items will not be
+    returned by `GET` or `SEARCH`, or included in namespace listings, even before
+    a TTL sweep deletes them.
+    Defaults to `False` if not configured.
+    """
    default_ttl: float | None
    """Default TTL (time-to-live) in minutes for new items.
    
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph-checkpoint"
-version = "4.1.1"
+version = "4.2.0"
 description = "Library with base interfaces for LangGraph checkpoint savers."
 authors = []
 requires-python = ">=3.10"
@@ -59,9 +59,15 @@ lint.select = [
  "UP", # pyupgrade
  "B",  # flake8-bugbear
  "I",  # isort
+  "PLC0415",  # import-outside-top-level
+  "RUF100",  # unused noqa directive
  "UP", # pyupgrade
 ]
 lint.ignore = ["E501", "B008"]
+# PLC0415 (import-outside-top-level) is enforced in tests only. Library code
+# still has deferred imports that have not been reviewed, so it stays exempt
+# for now.
+lint.per-file-ignores = { "langgraph/**" = ["PLC0415"] }
 target-version = "py310"

 [tool.ty.rules]
@@ -12,10 +12,14 @@ conformance = pytest.importorskip(

@pytest.mark.asyncio
 async def test_delta_channel_conformance():
-    from langgraph.checkpoint.conformance import validate
-    from langgraph.checkpoint.conformance.initializer import checkpointer_test
+    # Imported inside the test: the module-level importorskip above is what
+    # makes these safe, so they cannot move to the top of the file.
+    from langgraph.checkpoint.conformance import validate  # noqa: PLC0415
+    from langgraph.checkpoint.conformance.initializer import (  # noqa: PLC0415
+        checkpointer_test,
+    )

-    from langgraph.checkpoint.memory import InMemorySaver
+    from langgraph.checkpoint.memory import InMemorySaver  # noqa: PLC0415

    @checkpointer_test(name="InMemorySaver")
    async def mem_saver():
@@ -307,8 +307,6 @@ class TestWithMsgpackAllowlistEncrypted:
            def loads_typed(self, data: tuple[str, bytes]) -> None:
                return None

-        from langgraph.checkpoint.serde.base import CipherProtocol
-
        class DummyCipher(CipherProtocol):
            def encrypt(self, plaintext: bytes) -> tuple[str, bytes]:
                return "dummy", plaintext
@@ -1,9 +1,12 @@
 import dataclasses
 import json
 import logging
+import os
 import pathlib
+import pickle
 import re
 import sys
+import tempfile
 import uuid
 from collections import deque
 from datetime import date, datetime, time, timezone
@@ -18,7 +21,7 @@ import ormsgpack
 import pandas as pd
 import pytest
 from langchain_core.documents.base import Document
-from langchain_core.messages import HumanMessage
+from langchain_core.messages import AIMessage, HumanMessage
 from pydantic import BaseModel, SecretStr
 from pydantic.v1 import BaseModel as BaseModelV1
 from pydantic.v1 import SecretStr as SecretStrV1
@@ -341,7 +344,6 @@ def test_lc2_json_safe_type_revives_without_allowlist() -> None:
    constructor dicts. Resuming those threads must reconstruct proper BaseMessage objects
    rather than returning raw dicts that cause MESSAGE_COERCION_FAILURE in add_messages.
    """
-    from langchain_core.messages import AIMessage

    serde = JsonPlusSerializer()  # default: _allowed_json_modules=None

@@ -410,7 +412,6 @@ def test_lc2_json_method_field_is_ignored() -> None:
    to that method: the result is whatever ``AIMessage(*args, **kwargs)`` would
    produce, which proves the default constructor ran instead of ``parse_raw``.
    """
-    from langchain_core.messages import AIMessage

    serde = JsonPlusSerializer()
    load = {
@@ -436,7 +437,6 @@ def test_lc2_json_method_field_is_ignored_for_allowlisted_types() -> None:
    method dispatch as a side effect. Revival is restricted to the default
    constructor regardless of how the class reached the revival path.
    """
-    from langchain_core.messages import AIMessage

    serde = JsonPlusSerializer(
        allowed_json_modules=[("langchain_core.messages.ai", "AIMessage")]
@@ -455,7 +455,6 @@ def test_lc2_json_method_field_is_ignored_for_allowlisted_types() -> None:

 def test_lc2_json_safe_type_init_still_works() -> None:
    """SAFE-type lc=2 revival without a `method` field still constructs the class."""
-    from langchain_core.messages import AIMessage

    serde = JsonPlusSerializer()
    load = {
@@ -479,7 +478,6 @@ def test_lc2_json_legacy_pydantic_method_list_falls_back_to_default() -> None:
    this shape continue to revive correctly as long as the default constructor
    accepts the serialized kwargs.
    """
-    from langchain_core.messages import AIMessage

    serde = JsonPlusSerializer()
    load = {
@@ -551,9 +549,6 @@ def test_lc2_json_safe_type_pickle_payload_does_not_execute() -> None:
    With method dispatch removed from `_revive_lc2`, the gadget bytes are never
    passed to `parse_raw` and therefore never reach `pickle.loads`.
    """
-    import os
-    import pickle
-    import tempfile

    marker = tempfile.NamedTemporaryFile(
        prefix="lc2_block_proof_", suffix=".out", delete=False
@@ -1,3 +1,4 @@
+import asyncio
 import logging
 from typing import Any

@@ -523,7 +524,6 @@ class TestBaseFallbackGetChannelWrites:
        `threading.local()` guard would let whichever task set it first
        short-circuit the other to `writes=[]`.
        """
-        import asyncio

        saver, thread_id, ns = self._build_saver_with_chain()

@@ -577,9 +577,19 @@ class TestPreDeltaBlobTerminator:
    """

    def _build_mixed_thread(self) -> tuple[InMemorySaver, str, str, str, str]:
-        """Three-checkpoint chain: cp1 (pre-delta, blob=[A]), cp2 (delta,
-        write=B), cp3 (delta, write=C). Reconstructing at cp3 must yield
-        seed=[A] + writes=[B, C].
+        """Four-checkpoint chain spanning the migration boundary:
+
+        * `cp0` — pre-delta ancestor OLDER than the seed. Its write
+          (`OLDER-WRITE`) is already folded into `cp1`'s stored value, so the
+          walk must terminate at `cp1` and never reach it.
+        * `cp1` — pre-delta, blob `["A"]`. That value is the state ENTERING
+          `cp1`; the write stored under `cp1` (`PRE-DELTA-WRITE`) is what
+          produced `cp2` and is NOT subsumed by the blob.
+        * `cp2` — delta-era, no stored value, write `B`.
+        * `cp3` — target, delta-era, write `PENDING-AT-TARGET`.
+
+        Reconstructing at `cp3` must yield seed `["A"]` plus writes
+        `["PRE-DELTA-WRITE", "B"]`.

        Returns `(saver, thread_id, ns, channel, cp3_id)`.
        """
@@ -587,16 +597,21 @@ class TestPreDeltaBlobTerminator:
        serde = JsonPlusSerializer()
        thread_id, ns, channel = "t1", "", "messages"

+        v0 = "00000000000000000000000000000000.0"
        v1 = "00000000000000000000000000000001.0"
        v2 = "00000000000000000000000000000002.0"
        v3 = "00000000000000000000000000000003.0"

-        # Pre-delta: cp1 stored a real blob for the channel.
+        # Pre-delta: cp0 and cp1 stored real blobs for the channel.
+        saver.blobs[(thread_id, ns, channel, v0)] = serde.dumps_typed([])
        saver.blobs[(thread_id, ns, channel, v1)] = serde.dumps_typed(["A"])
        # Delta-era: cp2 and cp3 store "empty"; real writes in checkpoint_writes.
        saver.blobs[(thread_id, ns, channel, v2)] = ("empty", b"")
        saver.blobs[(thread_id, ns, channel, v3)] = ("empty", b"")

+        cp0 = empty_checkpoint()
+        cp0["id"] = "cp0"
+        cp0["channel_versions"][channel] = v0
        cp1 = empty_checkpoint()
        cp1["id"] = "cp1"
        cp1["channel_versions"][channel] = v1
@@ -608,16 +623,24 @@ class TestPreDeltaBlobTerminator:
        cp3["channel_versions"][channel] = v3

        saver.storage[thread_id][ns] = {
-            "cp1": (serde.dumps_typed(cp1), serde.dumps_typed({}), None),
+            "cp0": (serde.dumps_typed(cp0), serde.dumps_typed({}), None),
+            "cp1": (serde.dumps_typed(cp1), serde.dumps_typed({}), "cp0"),
            "cp2": (serde.dumps_typed(cp2), serde.dumps_typed({}), "cp1"),
            "cp3": (serde.dumps_typed(cp3), serde.dumps_typed({}), "cp2"),
        }
-        # Write under cp1 would be from the pre-delta era and MUST be ignored
-        # (the blob already captures it). We add one and assert it is not
-        # folded into the reconstructed result.
-        saver.writes[(thread_id, ns, "cp1")][("task0", 0)] = (
+        # Write under cp0 is older than the seed — cp1's blob already folded
+        # it in, and the terminator must stop before reaching it.
+        saver.writes[(thread_id, ns, "cp0")][("task0", 0)] = (
            "task0",
            channel,
+            serde.dumps_typed("OLDER-WRITE"),
+            "",
+        )
+        # Write under cp1 postdates cp1's blob (it is what produced cp2, which
+        # stores no value of its own) and MUST be replayed.
+        saver.writes[(thread_id, ns, "cp1")][("task1", 0)] = (
+            "task1",
+            channel,
            serde.dumps_typed("PRE-DELTA-WRITE"),
            "",
        )
@@ -651,15 +674,19 @@ class TestPreDeltaBlobTerminator:

        # Seed came from the pre-delta blob at cp1.
        assert result["seed"] == ["A"]
-        # Delta-era writes from cp2 replay through the reducer on top of seed.
-        # cp3 is the target — its own write is pending for the NEXT step and
-        # must be excluded.
+        # The seed ancestor's own write and the delta-era write from cp2 both
+        # replay through the reducer on top of the seed, oldest first. cp3 is
+        # the target — its own write is pending for the NEXT step and must be
+        # excluded.
        values = [v for _, _, v in result["writes"]]
-        assert values == ["B"]
+        assert values == ["PRE-DELTA-WRITE", "B"]

-    def test_pre_delta_blob_terminates_walk_before_older_writes(self) -> None:
-        """Writes stored at the pre-delta ancestor itself must not be replayed
-        (the blob subsumes them)."""
+    def test_seed_bounds_walk_without_dropping_its_own_writes(self) -> None:
+        """The seed terminator bounds the walk: writes at ancestors OLDER than
+        the seed are already folded into the seed value and must not be
+        replayed. The seed ancestor's own write is not one of them — it
+        postdates the stored value and produced the next checkpoint.
+        """
        saver, thread_id, ns, channel, target = self._build_mixed_thread()
        config: RunnableConfig = {
            "configurable": {
@@ -674,7 +701,9 @@ class TestPreDeltaBlobTerminator:
        ]

        values = [v for _, _, v in result["writes"]]
-        # The pre-delta write under cp1 must not appear (the blob subsumes it).
-        assert "PRE-DELTA-WRITE" not in values
+        # Older than the seed — subsumed by cp1's blob, so the walk stops first.
+        assert "OLDER-WRITE" not in values
+        # Stored AT the seed ancestor — not subsumed, so it must be replayed.
+        assert "PRE-DELTA-WRITE" in values
        # And the pending write at the target is never folded in.
        assert "PENDING-AT-TARGET" not in values
@@ -149,11 +149,11 @@ wheels = [

 [[package]]
 name = "codespell"
-version = "2.4.2"
+version = "2.4.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/2d/9d/1d0903dff693160f893ca6abcabad545088e7a2ee0a6deae7c24e958be69/codespell-2.4.2.tar.gz", hash = "sha256:3c33be9ae34543807f088aeb4832dfad8cb2dae38da61cac0a7045dd376cfdf3", size = 352058, upload-time = "2026-03-05T18:10:42.936Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/80/19/45e941380f69c042b43423513d201e6592346f992394347f5e7174c31407/codespell-2.4.3.tar.gz", hash = "sha256:cbe085e331227b37bb86ef8bddd08dc768c704ee9a07ca869852c093fa2793e2", size = 352773, upload-time = "2026-07-15T11:51:54.159Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/42/a1/52fa05533e95fe45bcc09bcf8a503874b1c08f221a4e35608017e0938f55/codespell-2.4.2-py3-none-any.whl", hash = "sha256:97e0c1060cf46bd1d5db89a936c98db8c2b804e1fdd4b5c645e82a1ec6b1f886", size = 353715, upload-time = "2026-03-05T18:10:41.398Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/bf/bdb951d34eb169140b546f44be9ec4525d1acefb9eb5572071f5492b19fc/codespell-2.4.3-py3-none-any.whl", hash = "sha256:af2505b335e8573dbd2d384d1c4ef498f4006f4ba2d6fceca01e55b91f52628a", size = 340736, upload-time = "2026-07-15T11:51:52.925Z" },
 ]

 [[package]]
@@ -268,7 +268,7 @@ wheels = [

 [[package]]
 name = "langchain-core"
-version = "1.4.0"
+version = "1.5.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "jsonpatch" },
@@ -281,26 +281,26 @@ dependencies = [
    { name = "typing-extensions" },
    { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/59/de/679a53472c25860837e32c0442c962fa86e95317a36460e2c9d5c91b17c2/langchain_core-1.4.0.tar.gz", hash = "sha256:1dc341eed802ed9c117c0df3923c991e5e9e226571e5725c194eeb5bd93d1a7f", size = 920260, upload-time = "2026-05-11T18:42:35.919Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6e/58/3ad53096eee1e07728e8219ded30ae308b0f2b8b7b26b8ebb6371917c0f5/langchain_core-1.5.2.tar.gz", hash = "sha256:2d13ab35b42eec63d4669a483776b8cdd778ee764107149369fb369d84c08c41", size = 972322, upload-time = "2026-07-28T16:38:37.977Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/0f/1a/86c38c27b81913a1c6c12448cab55defb5a1097c7dc9a4cea83f55477a2d/langchain_core-1.4.0-py3-none-any.whl", hash = "sha256:23cbbdb46e38ddd1dd5247e6167e96013eae74bea4c5949c550809970a9e565c", size = 548120, upload-time = "2026-05-11T18:42:33.992Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/e4/024e402a65f5ee2eb6ae9667b5ffc5f08776cb4e712f5a11ee1997d56083/langchain_core-1.5.2-py3-none-any.whl", hash = "sha256:a687dd7c3b22c6c1294e1c1eeb61fb6f3a308e6015a1d75b576b3836ad5b5aed", size = 561643, upload-time = "2026-07-28T16:38:36.38Z" },
 ]

 [[package]]
 name = "langchain-protocol"
-version = "0.0.15"
+version = "0.0.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4f/24/9777489d6fbbee64af0c8f96d4f840239c408cf694f3394672807dafc490/langchain_protocol-0.0.15.tar.gz", hash = "sha256:9ab2d11ee73944754f10e037e717098d3a6796f0e58afa9cadda6154e7655ade", size = 5862, upload-time = "2026-05-01T22:30:04.748Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d2/59/b5959aea96faa9146e2e49a7a22882b3528c62efafe9a6a95beab30c2305/langchain_protocol-0.0.18.tar.gz", hash = "sha256:ec3e11782f1ed0c9db38e5a9ed01b0e7a0d3fba406faa8aef6594b73c56a63e6", size = 6150, upload-time = "2026-06-18T17:08:26.959Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1d/7a/9c97a7b9cbe4c5dc6a44cdb1545450c28f0c8ce89b9c1f0ee7fbad896263/langchain_protocol-0.0.15-py3-none-any.whl", hash = "sha256:461eb794358f83d5e42635a5797799ffec7b4702314e34edf73ac21e75d3ef79", size = 6982, upload-time = "2026-05-01T22:30:03.877Z" },
+    { url = "https://files.pythonhosted.org/packages/99/2e/d82db9eec13ad0f72e7aaad5c4bc730ab111934fdc83c85523206eb9b0a0/langchain_protocol-0.0.18-py3-none-any.whl", hash = "sha256:70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a", size = 7221, upload-time = "2026-06-18T17:08:25.996Z" },
 ]

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.1.1"
+version = "4.2.0"
 source = { editable = "." }
 dependencies = [
    { name = "langchain-core" },
@@ -982,7 +982,7 @@ wheels = [

 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -993,9 +993,9 @@ dependencies = [
    { name = "pygments" },
    { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7d/0d/549bd94f1a0a402dc8cf64563a117c0f3765662e2e668477624baeec44d5/pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c", size = 1572165, upload-time = "2026-04-07T17:16:18.027Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e4/47/b9efed96c114afcfa3c9d3fe98a76a1d14c74a9e266d397cf6eb64be5e01/pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313", size = 1636369, upload-time = "2026-06-19T10:58:32.857Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" },
+    { url = "https://files.pythonhosted.org/packages/24/25/1de2678b631f5a49215c6c96fff41ba892b0a34df68d6d80292b1b48aa7f/pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c", size = 386536, upload-time = "2026-06-19T10:58:31.347Z" },
 ]

 [[package]]
@@ -1124,14 +1124,14 @@ wheels = [

 [[package]]
 name = "redis"
-version = "8.0.0"
+version = "8.0.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "async-timeout", marker = "python_full_version < '3.11.3'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/53/ae/ed461cca5780b5fc8b9fe8ca0ed98d89508645fb9d880c24cc42c087678f/redis-8.0.0.tar.gz", hash = "sha256:a00c5355432051ac14e593b8b197fc76c887ee12d55a0984f69328a1115fdc49", size = 5101591, upload-time = "2026-05-28T12:45:13.5Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/cc/c3/928b290c2c0ca99ab96eea5b4ff8f30be8112b075301a7d3ba214a3c8c12/redis-8.0.1.tar.gz", hash = "sha256:afc5a7a2f5a084f5b1880dec548dd45be17db7e43c82a30d84f952aefb05cfb0", size = 5114170, upload-time = "2026-06-23T14:52:37.728Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/27/e3/b519734372d305bd547534a9f32e4ce9f98552af753dce72cf3483a0ff0b/redis-8.0.0-py3-none-any.whl", hash = "sha256:c938c18338585009f0bc310f4c7e4e4b4d37639356c4ac072cedf3af570c8dc7", size = 499870, upload-time = "2026-05-28T12:45:11.697Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/0a/c2345ebf1ebe70840ce3f6c6ee612f8fa749cfbd1b03069c53bf0c62aaad/redis-8.0.1-py3-none-any.whl", hash = "sha256:47daa35a058c23468d6437f17a8c76882cb316b838ef763036af99b96cedd743", size = 502406, upload-time = "2026-06-23T14:52:36.137Z" },
 ]

 [[package]]
@@ -1163,27 +1163,27 @@ wheels = [

 [[package]]
 name = "ruff"
-version = "0.15.15"
+version = "0.16.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/84/6f/a76f7d96e5c962f5b69cee865e49c15c1116897c01990faa8a57edb62e7f/ruff-0.15.15.tar.gz", hash = "sha256:b8dff018130b46d8e5bf0f926ef6b60cf871d6d5ae45fc9334e09632daa741d6", size = 4706985, upload-time = "2026-05-28T14:16:57.784Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/4d/94/1e5e4967626faf12fa56999cd6222dff6992ceb086ad7945756baf70c7a7/ruff-0.16.0.tar.gz", hash = "sha256:e460aafd5495ec89efaa6ced2e4a9a581116451e1c88b9d37ef497e0f8e93982", size = 4790557, upload-time = "2026-07-23T19:11:30.981Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fa/9d/3a45c05b8ab04b4705989de70a79008e27c8003296a0feaee9edc18dd7e9/ruff-0.15.15-py3-none-linux_armv6l.whl", hash = "sha256:cf93e5388f412e1b108b1f8b34a6e036b70fe8aff89393befad96fe48670311b", size = 10710652, upload-time = "2026-05-28T14:16:06.701Z" },
-    { url = "https://files.pythonhosted.org/packages/05/66/da974431624bf3b49f6ee1f9543c02d929ff1cba78b0d5a79c38cf21f744/ruff-0.15.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ac5a646d1f6a7dadd5d50842dae2c1f9862ac887ef5d1b1375e02def791fde6e", size = 11096615, upload-time = "2026-05-28T14:16:23.313Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/09/7443452e5d290230a712103f2fdceeef7184f3ec99a2bd01c8be78aaceb5/ruff-0.15.15-py3-none-macosx_11_0_arm64.whl", hash = "sha256:77d955a431430c66f72dd94e379ad38a16daea3d25094872ac4edf9e797be530", size = 10436683, upload-time = "2026-05-28T14:16:40.974Z" },
-    { url = "https://files.pythonhosted.org/packages/53/01/d330c26a57fa4f3943a14424904027428315b700fe4d14a84bb123a649e5/ruff-0.15.15-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7614ee79c69788cf6cedd568069ade9cecc22a1ad20494efe8d0c9ebb4b622d4", size = 10769064, upload-time = "2026-05-28T14:16:28.905Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/85/cc8770f8bdff541b1da8392d1634141fe4a0e3f4ee596605959b7906c27f/ruff-0.15.15-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3cdb1679e06a1f6b47bc384714ae96f6e2fb65ca441eb78c43d2ca554176ce1f", size = 10511987, upload-time = "2026-05-28T14:16:43.732Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/29/8c190c1472b63013583ba391f3342036e02010544c1270455ed8e519bdf3/ruff-0.15.15-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2728b93d7b23a603ea2c0ac6eb73d760bd38ec9de35f35fb41e18f7a3fee7622", size = 11275100, upload-time = "2026-05-28T14:16:55.244Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/6b/7e145ce2cc8e63d6834eca03d83a0e18d121def5c69f91b4cf4011ed4879/ruff-0.15.15-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:be582fcc0db438902c7792b08d6ddf6c9b9e21addaa10092c2c741cfb09e5a45", size = 12176903, upload-time = "2026-05-28T14:16:14.368Z" },
-    { url = "https://files.pythonhosted.org/packages/80/a3/d5974637f68e451f7fadf015cf3101d1cd7d8ba5027cffe0b9e3826ebe6b/ruff-0.15.15-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7aa77465b8ecaf1a27bea098d696f7fed5e1eccbd10b321b682d6de586ae5627", size = 11404550, upload-time = "2026-05-28T14:16:20.138Z" },
-    { url = "https://files.pythonhosted.org/packages/fe/1c/e6e5e568f22be4fb05d6244234aba384c06b451252453b821e1a529263cf/ruff-0.15.15-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:48decfa11d740de4889de623be1463308346312f2409a56e24aa280c86162dc4", size = 11382027, upload-time = "2026-05-28T14:16:46.615Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/01/170921b49fcd2e8858825593f91cf7146c3e40a5c3e6df763e4bb0484dde/ruff-0.15.15-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:a5015088452ca0081387063649ec67f06d3d1d6b8b936a1f836b5e9657ecd48c", size = 11366041, upload-time = "2026-05-28T14:16:26.247Z" },
-    { url = "https://files.pythonhosted.org/packages/87/54/a7bad711d7de93254e15e06a4c375b89a03d18de45d3e5dcc86a4472fb1a/ruff-0.15.15-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:f5294aab6356c81600fcdea3a62bb1b924dfd5e91767c12318d3f68f86af57cd", size = 10741795, upload-time = "2026-05-28T14:16:17.11Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/31/38c075963668f8b41c6914ee0f6f318727fbe30ab9145cb29e6df464c5fa/ruff-0.15.15-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:db5bd4d802415cca656dc1616070b725952d6ae95eb5d4831e49fbd94a38f75f", size = 10511117, upload-time = "2026-05-28T14:16:31.767Z" },
-    { url = "https://files.pythonhosted.org/packages/9d/96/6ff689e1f7e375d1d97075eca022f74c2bab59554a432fe4d2e6f091986a/ruff-0.15.15-py3-none-musllinux_1_2_i686.whl", hash = "sha256:587a6278ed42059191c1a466e490bd7930fb50bd2e255398bc29616c895a61cb", size = 10994867, upload-time = "2026-05-28T14:16:35.149Z" },
-    { url = "https://files.pythonhosted.org/packages/c3/c2/5dce0ab9f92a8d534fa62b9bf9caca3eddb8c1a81b616f5e195ada4f0d6e/ruff-0.15.15-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:df0c1c084f5f4be9812f61518a45c440d3c30d69ce4bf6c5270e66d38338f02a", size = 11482101, upload-time = "2026-05-28T14:16:49.598Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/c0/1003b60edd697c649faf61f1a34094b1abb38fb3d1181e3f895781250a08/ruff-0.15.15-py3-none-win32.whl", hash = "sha256:29428ea79694afbe756d45fd59b36f22b6b020dc0443cf7de0173046236964b9", size = 10716774, upload-time = "2026-05-28T14:16:52.337Z" },
-    { url = "https://files.pythonhosted.org/packages/02/a8/1269eddd6945a06c23f055ef7848886e37cf9d6a8bebb386a3115f01470c/ruff-0.15.15-py3-none-win_amd64.whl", hash = "sha256:8df0323902e15e24bc4bf246da830573d3cf3352bd0b9a164eab335d111ff4a4", size = 11868463, upload-time = "2026-05-28T14:16:11.333Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/b2/920464c907b191e37469d477a1aa8bc048b8f36c4c1610dfa4ab87b39e18/ruff-0.15.15-py3-none-win_arm64.whl", hash = "sha256:3c8ceca6792f38196b8f589bc92eccd03eef286602da92e5dc05cc42ef6441b7", size = 11138498, upload-time = "2026-05-28T14:16:38.425Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/81/1c8818fee7ce1a04cd7d1b3172e0a8f8e4f1dc4feb7fc390e16daa8af323/ruff-0.16.0-py3-none-linux_armv6l.whl", hash = "sha256:e5115729eb08c585e5121978ba5d5b60caeae394ce21b9fb5e6cd33a1c6c9b1e", size = 10754633, upload-time = "2026-07-23T19:10:46.415Z" },
+    { url = "https://files.pythonhosted.org/packages/23/df/beaf59c09d68db84304d555f188b276a77132a5d5b0b67a5c762aa143628/ruff-0.16.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3c954b1d580bfa035b41654f7858cc7e71d5fc3ac5b723dd62bd9133830ed522", size = 10969164, upload-time = "2026-07-23T19:10:50.271Z" },
+    { url = "https://files.pythonhosted.org/packages/42/ce/741cd197496a1abbf51352710fd15ed995d2a2be87189c1da26a450d6e83/ruff-0.16.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e01c21d10eb1b29f47b7454e1f4056db9a3f0260c646aa88457c610291db9f81", size = 10488846, upload-time = "2026-07-23T19:10:52.639Z" },
+    { url = "https://files.pythonhosted.org/packages/52/2a/a2db8e88cade358f5cdcb05674a917751074109315d014eb6352d9a893f7/ruff-0.16.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6e364e5ed22ed8dc05082fd78e35308618260907ac2d3c1d637b2e682415b6c9", size = 10889729, upload-time = "2026-07-23T19:10:54.89Z" },
+    { url = "https://files.pythonhosted.org/packages/42/65/62a771694ebd63029dc953e27dbad40e1588bd4860ff9fe881018fddaa49/ruff-0.16.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d327b8fc113a1d4421a04f3839d3752057c8dd1ee320223a6f3f52d04ada462a", size = 10568275, upload-time = "2026-07-23T19:10:56.993Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/e2/ced249fe8af5f086c5c58cc21cc3356d50f32f7401c5df87050c999620a7/ruff-0.16.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9b50c55e263103586b3dcf5f73d479eb8cb5fdb6098fec59a62891dab653717", size = 11385112, upload-time = "2026-07-23T19:10:59.615Z" },
+    { url = "https://files.pythonhosted.org/packages/87/0b/05154977a8fd69eeb6c103271f55403bfd8711f5c0f8ed07489d95a504e7/ruff-0.16.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0ff4a79ce3ec0172f3241943835de1c4cb4e2dcd07f0f8c2d02603dbbbee4b17", size = 12207008, upload-time = "2026-07-23T19:11:02.154Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/29/98225831a3a1eab0e02f4acc6ca6559a98611dcc68b6965ff4b7234627c1/ruff-0.16.0-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e95c448fca1fb2a18372a9440926c5a6ee789639bb975c72e7ae6d0b04218ab4", size = 11650842, upload-time = "2026-07-23T19:11:04.557Z" },
+    { url = "https://files.pythonhosted.org/packages/91/66/6bd3cf90500653d55dc0ffc8507aa8300bd49d0214b2e8cb4d3fef2943ba/ruff-0.16.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f11a8d11010301d0a398a2fdef67691feca7294da6aef55e2150e8fa2cd520b", size = 11400718, upload-time = "2026-07-23T19:11:09.233Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/a2/a54eb4eae05d66364050a5d3b8a9c5ef88196531b3cbe7109d873f87f819/ruff-0.16.0-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:48044c678e9cb8698246c99b14aaccfa6601dea7379eb48a6f8f73f7a6d86cd0", size = 11426177, upload-time = "2026-07-23T19:11:11.994Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/be/16e3eea4b2a478a496919f5e36f17c4559e54620bd3bbac5d6affa068006/ruff-0.16.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:7aa0959bad8eb8bef50340154fc9b58678dae31fa4293afa38b44b6e552c0213", size = 10856126, upload-time = "2026-07-23T19:11:14.221Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/84/252eb8b868a16eec7257c14f504f77537e734b2d69c762e639e588e304a3/ruff-0.16.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:28ea2b7df8ebf7f9da6b7d47b230ab48f387c0a29be3b474c4d0740e197bb9af", size = 10571208, upload-time = "2026-07-23T19:11:16.378Z" },
+    { url = "https://files.pythonhosted.org/packages/21/09/817a482f542f7570cbb4554b26e896610c7114f539b1d9e2d2145bf6bef6/ruff-0.16.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:33a3dfac8c35f81498dea9181bccc2f4c4bc8f1521a1dd9406e77643e0f0fb09", size = 11063329, upload-time = "2026-07-23T19:11:19.173Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/23/9403c180ca1cb9b1f7335f5c3e5305c09d49ea5b345196682a36028bde4a/ruff-0.16.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a5237a0bda500d30d81b8e07a6973a5cbc772864cbf746ae2f4e8a2e01c9f4ed", size = 11489751, upload-time = "2026-07-23T19:11:21.74Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/1d/1b2ef7bcde851c78d7f17f1cca13fd6dc695fc4b3d6197941e72cae5b132/ruff-0.16.0-py3-none-win32.whl", hash = "sha256:7fab76fa065c873f41ff744347c6e77bcc3dfec4bcc754dc26b63d23c0f7f5fb", size = 10785885, upload-time = "2026-07-23T19:11:23.947Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/a3/d5e4ef7a56be3f928ffb90b94c25ba7d3cb9c7fe0736aeaaedf361770712/ruff-0.16.0-py3-none-win_amd64.whl", hash = "sha256:429c117f022bf481fabd9d551e7a3952b24c65e6ef44337ea09d90bebef14472", size = 11923141, upload-time = "2026-07-23T19:11:26.409Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/9a/8415f2657cbe200f41a4531ccededf135505a92d4a012229121f885b26f9/ruff-0.16.0-py3-none-win_arm64.whl", hash = "sha256:14296fedcd2705c77ab8235439278bbb38f285cf7da5528b00b3e330c3d4872d", size = 11273407, upload-time = "2026-07-23T19:11:28.705Z" },
 ]

 [[package]]
@@ -1260,27 +1260,27 @@ wheels = [

 [[package]]
 name = "ty"
-version = "0.0.43"
+version = "0.0.64"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0d/37/4ec04de0659b93be37d956dfceca13b1ecab9c959f28d8a1d5e514603f36/ty-0.0.43.tar.gz", hash = "sha256:ea4cff50548f2a1877e848d3abe9e293cde8ab94757a7eb93fc0d4013f98be8e", size = 5798429, upload-time = "2026-06-04T00:52:10.013Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8e/aa/14c9965d3b173105692473897cc89c34cd91241368b2044e43167e1c17ff/ty-0.0.64.tar.gz", hash = "sha256:d12ddbb05f15158bb518af619378b385486450def95fb06f8ab98037febe9f2c", size = 6350966, upload-time = "2026-07-27T18:32:45.403Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/db/74/1916026a78f20019a2f03adbd6fb4430ddb7ce1e52c2e17a90856a6d192e/ty-0.0.43-py3-none-linux_armv6l.whl", hash = "sha256:3bf70f5446480562bf6c9f639df4b5cb60716b8f8d1a6b8e5811d5c7eccd8bf2", size = 11598153, upload-time = "2026-06-04T00:52:20.646Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/af/58bb0089d2635216c8fa6612dd486a3f986d0ab1c46a41527ab95e57f0e3/ty-0.0.43-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:7184741f8b15425a1bc64b950ad005cb353573288ac0e8a04f5481ceb3832596", size = 11357811, upload-time = "2026-06-04T00:52:24.683Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/9c/32c6b14f3feddf87b59c7a50709e2b3da408258f2f583f05575f77bc8f7b/ty-0.0.43-py3-none-macosx_11_0_arm64.whl", hash = "sha256:8c306379ca9a35f6ae5270fe9bda7af4b46d91822725a2586d78c8b9b5493b62", size = 10772024, upload-time = "2026-06-04T00:52:14.312Z" },
-    { url = "https://files.pythonhosted.org/packages/09/fa/98aa4a74bd00cd5efc424923cd1daffbf1e40a0338041cafb203379d746f/ty-0.0.43-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d624b884c9c1fd244ad2a5f026364e7162a22b3f537025941ada2e363e676414", size = 11291034, upload-time = "2026-06-04T00:52:37.249Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/db/4de086c38ce96dcada2bd451f43171d2c237f96d8ed19a1ea8fe51bb8ef4/ty-0.0.43-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:281fc4c00fbc196045141faa085055bddc58846b04a2800204701415a1b9c6aa", size = 11364724, upload-time = "2026-06-04T00:52:33.138Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/d3/e3cd8e3233a6fd8362a49aa025b79e9f40151a2a86d811ace154c6eb7445/ty-0.0.43-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f57d6cc28de89024b48d1788e4758c05299d5749d4a51c02e71ac655ec23d9a5", size = 11890555, upload-time = "2026-06-04T00:52:22.711Z" },
-    { url = "https://files.pythonhosted.org/packages/80/7b/6f46d444e8241606bbde098df3dca93f2ec0b834a42055db85ee7d33646f/ty-0.0.43-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0a1d6ad6c5e7792c7eac0a01e550f2c2004462e01a64a91ea1636aba6fef6e71", size = 12450968, upload-time = "2026-06-04T00:52:28.94Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/e1/79fbe51f2e4b9d8347f2013cd7ed0b63f3b499038c02dc0357e9b28a3a47/ty-0.0.43-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:66d474395d7635fb618bdbb58b4e3360259a2056d0a5621b82754b9da2cd8a04", size = 12064187, upload-time = "2026-06-04T00:52:12.039Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/3f/c758a3a8df5b90d331f2b60c8f16021ee64d75e78f99d67cc4efc9bf5f4b/ty-0.0.43-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2663a0003a8b60fb98db7f6f6e673df80b21d0fe3a9868a26fb06b4e049b6fc4", size = 11943208, upload-time = "2026-06-04T00:52:31.14Z" },
-    { url = "https://files.pythonhosted.org/packages/54/5f/f516442749cf1b45ca6720a5d41df2738a486ed9ace774c03d515db89084/ty-0.0.43-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:d5a6c352d374d889189d5ec82b54b26a5885f769f7b7787f7f875500dcb8673e", size = 12143572, upload-time = "2026-06-04T00:52:18.457Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/bf/0d83c7f43bf4c10f3678bfe7d938e51c445298c7b923f155c5204730c2df/ty-0.0.43-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e7dbbeedfad3ca250d74fcc355fa9ab6b38d2a17f22d6304f615716939dbbb27", size = 11279355, upload-time = "2026-06-04T00:52:26.726Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/de/a6c978bef6d9e949f79f4782d9e4ee4df0893713e73b055d84c1a5116b9a/ty-0.0.43-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:24b18a0273ee46154996cfcfa27438f851f440c925587ec200df6f98dffe67d3", size = 11408412, upload-time = "2026-06-04T00:52:35.282Z" },
-    { url = "https://files.pythonhosted.org/packages/ec/b1/d13857c23867f0f76b92e38e5841c64ca5e76dc5d4bf27f52cb81d8ab685/ty-0.0.43-py3-none-musllinux_1_2_i686.whl", hash = "sha256:2ef681951520d692b7e9c0b5e56aacf4f98ccae47cf6ffccaf2c7b6b33dc226e", size = 11541709, upload-time = "2026-06-04T00:52:16.451Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/f1/cd6afc6f6a687e238bf5e12189f7920e81a0bdef6c3dba4c784ef140f7d9/ty-0.0.43-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:2af105de7437143aa4676b28016b5bee661aaaa4eff52be5867fb25119641ceb", size = 12041266, upload-time = "2026-06-04T00:52:43.541Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/ba/51ca7c3335da2b8d0a3e477fa4986be9f4a53b05bfab862967d8d2e6ca60/ty-0.0.43-py3-none-win32.whl", hash = "sha256:e4773115b0d6486ee30f1657fc8bdffe7e3a3f5300ab77ef2495da6e83e4694f", size = 10858724, upload-time = "2026-06-04T00:52:07.843Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/29/5d80453e5f7c520145fa058851da87230dbd7ca761a7675447a9fe504e0b/ty-0.0.43-py3-none-win_amd64.whl", hash = "sha256:48d3545094a4ae6395492c7e6ac90550fce969e0ed2815fbf8c5da9756676b7d", size = 11976157, upload-time = "2026-06-04T00:52:41.438Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/ed/befe5a543e5b95e754ed38ee95239e44efda9bc5f578db4ac1bc8dd758d6/ty-0.0.43-py3-none-win_arm64.whl", hash = "sha256:740ca33d7f75f655a4e7d475bc42dfb825c13219bb073fad30fcc04d35790c74", size = 11308680, upload-time = "2026-06-04T00:52:39.233Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/4c/c54937e4ff3fa7b34a99ea3387ec766bf0ad98dc8df8d792e89b388e658e/ty-0.0.64-py3-none-linux_armv6l.whl", hash = "sha256:3830a6675ab43635ced1c4c557f380ac4a49e9414e03975e4e4e8db644c64944", size = 12118357, upload-time = "2026-07-27T18:32:08.702Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/aa/a839ee2bc78e943d079e6abe199a97b4eeffb7e5c9a57326d69de452186a/ty-0.0.64-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3ff07d7bc32a2135f58afe57393789a32ea2fed1a66216129a8e535e76043903", size = 11790882, upload-time = "2026-07-27T18:32:10.997Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/de/19f14357888a7198438926303753cf749428e3d62e8980ff1e9a72a78402/ty-0.0.64-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4f6d1c7f897cca05d12bacbf1435150d5ffa496099515aa6ed303c8b29e1d0bb", size = 11317394, upload-time = "2026-07-27T18:32:13.162Z" },
+    { url = "https://files.pythonhosted.org/packages/08/2f/f54462300535ab99b551eda733177be2eef5dbc2997d3fdb357c4ddd760a/ty-0.0.64-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:138d6c37ad4bf8583aa7a9b29d90954151d7856f9910a03eae3eb34b34c57215", size = 11863042, upload-time = "2026-07-27T18:32:15.307Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/95/dbecf745520ebe8bd7b02fc55eee6441c9be312ebf6addce605eb52740dd/ty-0.0.64-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1ed9719d1b7b66fb8efe073d860208a44c40af1f6cd5c2364aa9b323a1e579b4", size = 11910730, upload-time = "2026-07-27T18:32:17.467Z" },
+    { url = "https://files.pythonhosted.org/packages/3b/26/12cfd40028e51ceed7b3cb645281c61c02eb64ff9fb0c09231d65c30ff25/ty-0.0.64-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d68b23e5169e2137b5f1de7169ab0cebecab6c8eda374c34c1f6394308f58242", size = 12631936, upload-time = "2026-07-27T18:32:19.533Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/d0/65ffc2b0a686347193c6f98e9421a7fc2a96fc3cd0b1001cf7cf284baff9/ty-0.0.64-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f41cb07d89d32626fcaf3ed4d262778fcb28b2628b6ed1e172cd7b18820668d8", size = 13171049, upload-time = "2026-07-27T18:32:22.026Z" },
+    { url = "https://files.pythonhosted.org/packages/f6/a4/975a5961842dcd6fa60f0770a102c0bba7509da909ab652919bfcdcd4fc7/ty-0.0.64-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5f24e1504ab9e212f92356b82fe088fdeb3a39f9a2f4ff25e505d2e1d0db9056", size = 12826438, upload-time = "2026-07-27T18:32:24.178Z" },
+    { url = "https://files.pythonhosted.org/packages/af/ef/dfb9b7f9bcc032d3b540b0d1f55f532a336e2fb41b1bd539c05ae81a151a/ty-0.0.64-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86db830cb914bb33bb8247b66ccea58de4496c2391bd42658aba744b439f3290", size = 12440880, upload-time = "2026-07-27T18:32:26.341Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/d0/bedac20505e8a8f5501ad73d7d15d8e421a563fef59993909a23036929a4/ty-0.0.64-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:652ee3d6d03bea76cd2fe8949c78bb5970394ebd7c5fd270e9518c0dee1b931d", size = 12782439, upload-time = "2026-07-27T18:32:28.642Z" },
+    { url = "https://files.pythonhosted.org/packages/79/d5/795733f13ceff1378f08b3de0c49d0f518df220ed856b0dfac869f3b7c81/ty-0.0.64-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:4838768295774a86e95f9ec5633e739d016adbbb69dcbdc62f3549578a11f624", size = 11814821, upload-time = "2026-07-27T18:32:30.632Z" },
+    { url = "https://files.pythonhosted.org/packages/52/3e/9d99cd1e1831003434f508ed9f258a56543194afc3bbe051eba2545fa676/ty-0.0.64-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:5a3d700669868599edf39ce5125196682f15a8880cc8c669bc2a83b99984d99b", size = 11928678, upload-time = "2026-07-27T18:32:32.888Z" },
+    { url = "https://files.pythonhosted.org/packages/b8/3d/448f49a3503fb119a34348a5714bb92001f252fadbbb12d645f2e744b557/ty-0.0.64-py3-none-musllinux_1_2_i686.whl", hash = "sha256:b161f0a82a8e2f2432db3bf7702b4d3924fa9486ba0014f6710a160fc157df0d", size = 12202249, upload-time = "2026-07-27T18:32:34.905Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/9b/75768e562cec990d189dc05807ae72890b20ffbd1e1f43597bb98db63c60/ty-0.0.64-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:39b9dd42908df47c2dc57dda87e656fab97097ffd2618474bbdea986af0d6a9d", size = 12548817, upload-time = "2026-07-27T18:32:36.995Z" },
+    { url = "https://files.pythonhosted.org/packages/34/89/44cc276ea6ca0245495014758ffeadde1798fb0b5840c9cf36d8d2ed3250/ty-0.0.64-py3-none-win32.whl", hash = "sha256:d0676ab0e0935795e5843baa28dd5e366dc343d7c0945a996df9eab8e0644885", size = 11545474, upload-time = "2026-07-27T18:32:39.389Z" },
+    { url = "https://files.pythonhosted.org/packages/01/7e/d1c8a871a38d17c8f168b9a6975f6247f7660f8334e517656a5e4b4a4858/ty-0.0.64-py3-none-win_amd64.whl", hash = "sha256:dcb9bd31f54097e362b776c26ab4564d4564cdd1355cb883481167a26c03cc3f", size = 12542987, upload-time = "2026-07-27T18:32:41.412Z" },
+    { url = "https://files.pythonhosted.org/packages/35/4d/6d18640d0204cacd69abbaca95ad6a34c6d7e9169e9051d0117b17b827ec/ty-0.0.64-py3-none-win_arm64.whl", hash = "sha256:82cc34c1ad9a8feb6059aef193bebcecc656e548f6fab3d518bcd8b57d198d39", size = 11899263, upload-time = "2026-07-27T18:32:43.366Z" },
 ]

 [[package]]
@@ -236,7 +236,7 @@ def swap_roles(state: InterviewState, name: str):
    converted = []
    for message in state["messages"]:
        if isinstance(message, AIMessage) and message.name != name:
-            message = HumanMessage(**message.dict(exclude={"type"}))
+            message = HumanMessage(**message.model_dump(exclude={"type"}))
        converted.append(message)
    return {"messages": converted}

@@ -21,25 +21,28 @@
    "test:all": "yarn test && yarn test:int && yarn lint:langgraph"
  },
  "dependencies": {
-    "@langchain/core": "^1.1.48",
-    "@langchain/langgraph": "^1.3.3"
+    "@langchain/core": "^1.2.4",
+    "@langchain/langgraph": "^1.4.8"
+  },
+  "resolutions": {
+    "@langchain/langgraph-checkpoint": "1.0.4"
  },
  "devDependencies": {
-    "@eslint/eslintrc": "^3.3.5",
+    "@eslint/eslintrc": "^3.3.6",
    "@eslint/js": "^10.0.1",
    "@tsconfig/recommended": "^1.0.13",
    "@types/jest": "^30.0.0",
-    "@typescript-eslint/eslint-plugin": "^8.60.1",
-    "@typescript-eslint/parser": "^8.60.1",
+    "@typescript-eslint/eslint-plugin": "^8.65.0",
+    "@typescript-eslint/parser": "^8.65.0",
    "dotenv": "^17.4.2",
-    "eslint": "^10.4.1",
+    "eslint": "^10.8.0",
    "eslint-config-prettier": "^10.1.8",
    "eslint-plugin-import": "^2.32.0",
    "eslint-plugin-no-instanceof": "^1.0.1",
    "eslint-plugin-prettier": "^5.5.6",
    "jest": "^30.4.2",
-    "prettier": "^3.8.3",
-    "ts-jest": "^29.4.11",
-    "typescript": "^6.0.3"
+    "prettier": "^3.9.6",
+    "ts-jest": "^29.4.12",
+    "typescript": "^7.0.2"
  }
 }
@@ -412,10 +412,10 @@
    debug "^4.3.1"
    minimatch "^10.2.4"

-"@eslint/config-helpers@^0.6.0":
-  version "0.6.0"
-  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.6.0.tgz#ef9a36881d39dfd5dbeac22b0da997fabfb08b03"
-  integrity sha512-ii6Bw9jJ2zi2cWA2Z+9/QZ/+3DX6kwaV5Q986D/CdP3Lap3w/pgQZ373FV7byY/i7L4IRH/G43I5dz1ClsCbpA==
+"@eslint/config-helpers@^0.7.0":
+  version "0.7.0"
+  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.7.0.tgz#09ee4aa07b73f059ec2d4c74bf4b2ff02b322377"
+  integrity sha512-DObd/KKUsU+FaFv4PLxSRenpXfQWmPXXP3pPZ6/K1PCrMu2vQpMDMuQe/BqYeoLcz8ro0bVDF1RxOJgfVEdhUw==
  dependencies:
    "@eslint/core" "^1.2.1"

@@ -426,10 +426,10 @@
  dependencies:
    "@types/json-schema" "^7.0.15"

-"@eslint/eslintrc@^3.3.5":
-  version "3.3.5"
-  resolved "https://registry.yarnpkg.com/@eslint/eslintrc/-/eslintrc-3.3.5.tgz#c131793cfc1a7b96f24a83e0a8bbd4b881558c60"
-  integrity sha512-4IlJx0X0qftVsN5E+/vGujTRIFtwuLbNsVUe7TO6zYPDR1O6nFwvwhIKEKSrl6dZchmYBITazxKoUYOjdtjlRg==
+"@eslint/eslintrc@^3.3.6":
+  version "3.3.6"
+  resolved "https://registry.yarnpkg.com/@eslint/eslintrc/-/eslintrc-3.3.6.tgz#d22bfd6b3a7d8e1f2c0b2f2e6de111b53ec6e13e"
+  integrity sha512-l2Ul9PrHsPCKcEY/ac7VgFj9D80C7S68sOKc618SyHDPK36s1XcFebXY0iTzUVn4Yq+YbwvSnDmCz9yxjX+QrA==
  dependencies:
    ajv "^6.14.0"
    debug "^4.3.2"
@@ -437,7 +437,7 @@
    globals "^14.0.0"
    ignore "^5.2.0"
    import-fresh "^3.2.1"
-    js-yaml "^4.1.1"
+    js-yaml "^4.3.0"
    minimatch "^3.1.5"
    strip-json-comments "^3.1.1"

@@ -835,10 +835,10 @@
    "@jridgewell/resolve-uri" "^3.1.0"
    "@jridgewell/sourcemap-codec" "^1.4.14"

-"@langchain/core@^1.1.48":
-  version "1.1.48"
-  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.48.tgz#dfe7f6a64b0e3e79e5357ed4b402c021ee315a7f"
-  integrity sha512-fQU6Guyb1pwc2fEplmA8FPbKfOMAofjnyJzExevro0FxEiuGHE18Ov/ZHmT9trWCDTZRI9eW1VIc6aChxV8pAQ==
+"@langchain/core@^1.2.4":
+  version "1.2.4"
+  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.2.4.tgz#3916181e00f93b2e3b5801ab8273c07d144d75ce"
+  integrity sha512-GIrJktdsFPx8gM0C3VyikkeYGZAV7iRIzUJuS5tFatiKLExybou0LI0MuxH9kksN38quyfWdQDl20lIEAEVkVA==
  dependencies:
    "@cfworker/json-schema" "^4.0.2"
    "@standard-schema/spec" "^1.1.0"
@@ -848,39 +848,37 @@
    p-queue "^6.6.2"
    zod "^3.25.76 || ^4"

-"@langchain/langgraph-checkpoint@^1.0.4":
+"@langchain/langgraph-checkpoint@1.0.4", "@langchain/langgraph-checkpoint@^1.1.3":
  version "1.0.4"
  resolved "https://registry.yarnpkg.com/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-1.0.4.tgz#893aa7255b2fe810fdeb50281f6750a3b0a6fef7"
  integrity sha512-1y5MgZ0gXXrtmoy56e3kaBChI3GwFPIKl27xkrHwN+VE/3iUsyr9gO3Jtp7kdKAe6diZGbcas5bdC/r0yUwTZA==
  dependencies:
    uuid "^14.0.0"

-"@langchain/langgraph-sdk@~1.9.11":
-  version "1.9.11"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.9.11.tgz#d16f18b2c48e544436489172d86b3c78524eb679"
-  integrity sha512-mhadkZy4LQ97NJwvATiVIkSxVfOnauXNhrVHFgGnzyqr5zzPLS0VIKJW9xKT+pM8yLqW8Qj6+nPPNhwGUaxoRw==
+"@langchain/langgraph-sdk@~1.9.26":
+  version "1.9.28"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.9.28.tgz#1664cc7b6f2c1509ddffecf17d805a26e70a7e1a"
+  integrity sha512-4j3XuM0PvtmAbL8mPfBS99ez3+ytRfgbOpAR/nOeaejTRF3Q9dNw2QnaGLGng8wLPtGLoSj+SYgUOVxy9Bv9vg==
  dependencies:
-    "@langchain/protocol" "^0.0.16"
+    "@langchain/protocol" "^0.0.18"
    "@types/json-schema" "^7.0.15"
    p-queue "^9.0.1"
    p-retry "^7.1.1"
-    uuid "^14.0.0"

-"@langchain/langgraph@^1.3.3":
-  version "1.3.3"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.3.3.tgz#c7bb19029e37971116e07101be3d8fd4b6483d50"
-  integrity sha512-8xbpGUQNBcWua7ivT5vUvDnQ+6Qbt0JO8RisgXZ8guPXNqh8plGVvrODW68S4AlJbOYY2yi0ROKtrL/1yN3MBQ==
+"@langchain/langgraph@^1.4.8":
+  version "1.4.8"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.4.8.tgz#65ef5635b5554cd32f502a3808b92d8371998a99"
+  integrity sha512-DN1Np1XefdBEbp1qBKlt39cwoL743AAGpR5Ipja0gY2YbWvsoQnOTIrjnj/orSAhaUYsdTKS8VSWdFzsHZo6Ig==
  dependencies:
-    "@langchain/langgraph-checkpoint" "^1.0.4"
-    "@langchain/langgraph-sdk" "~1.9.11"
-    "@langchain/protocol" "^0.0.16"
+    "@langchain/langgraph-checkpoint" "^1.1.3"
+    "@langchain/langgraph-sdk" "~1.9.26"
+    "@langchain/protocol" "^0.0.18"
    "@standard-schema/spec" "1.1.0"
-    uuid "^14.0.0"

-"@langchain/protocol@^0.0.16":
-  version "0.0.16"
-  resolved "https://registry.yarnpkg.com/@langchain/protocol/-/protocol-0.0.16.tgz#68b63d58feaf4f0acf77405cb8fb16f9c3f09b60"
-  integrity sha512-ws+J7MaHyhO5dG7f0vdyHQiUn9hoCnki0f3crJPa4MCTGzcRC39jYSCghyrGtBPYQnZbUQiGyRVpW3z3M8IpJg==
+"@langchain/protocol@^0.0.18":
+  version "0.0.18"
+  resolved "https://registry.yarnpkg.com/@langchain/protocol/-/protocol-0.0.18.tgz#6d96155e7263c958fbce6d4b7241b4725b72fbad"
+  integrity sha512-XW1egQtPfsGI41w2AMZNFZrUIwFSQHTjVMZs0OaTpCAvht/QLoaPN8FQcsysMVypOhupG28J29yOorrc70otBQ==

 "@napi-rs/wasm-runtime@^0.2.11":
  version "0.2.12"
@@ -1046,102 +1044,212 @@
  dependencies:
    "@types/yargs-parser" "*"

-"@typescript-eslint/eslint-plugin@^8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.60.1.tgz#c1060bb8fa4be80624d3f3dec8dd9caca373af76"
-  integrity sha512-JQ4S5GB0tfjO8BuJ4fcX+HodkzJjYBV+7OJ+wLygaX7OGQ7FudyHL4NSCA6ob+w3Yn+5MkKIozOwQhXeM7opVg==
+"@typescript-eslint/eslint-plugin@^8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.65.0.tgz#0a58df6fea8c0bf6b396f518077099bc8b762bb5"
+  integrity sha512-IEgob78X12rHpUmtcwFsXhZdVGJtwTVP8FiCLZkR6GlYVrl2PcuB+KhCE5BlVC/eQpQnu8WXRtkHZuPar+gCRA==
  dependencies:
    "@eslint-community/regexpp" "^4.12.2"
-    "@typescript-eslint/scope-manager" "8.60.1"
-    "@typescript-eslint/type-utils" "8.60.1"
-    "@typescript-eslint/utils" "8.60.1"
-    "@typescript-eslint/visitor-keys" "8.60.1"
+    "@typescript-eslint/scope-manager" "8.65.0"
+    "@typescript-eslint/type-utils" "8.65.0"
+    "@typescript-eslint/utils" "8.65.0"
+    "@typescript-eslint/visitor-keys" "8.65.0"
    ignore "^7.0.5"
    natural-compare "^1.4.0"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/parser@^8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.60.1.tgz#a9d7f30850384d34b41f4687dd8944823c09e289"
-  integrity sha512-A0M6ua6H252bVjPvvtSgl2QA4+ET9S5Mtkb2GDyTxIhH/C4qDItT7RQNO5PhMC6NXGYXOR9dIalcDDgBKT7oFA==
+"@typescript-eslint/parser@^8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.65.0.tgz#5295c1058c0a1dd746ef28baaf9c0341dbdf03dc"
+  integrity sha512-CZ4nMxWwgu1HEEFNkeaCptra9QCtkmKdgf3sWh1rl1trIhmxLilgTV4cwcbQ4wemnT4sWQN8CaKOmdYx+g2gMA==
  dependencies:
-    "@typescript-eslint/scope-manager" "8.60.1"
-    "@typescript-eslint/types" "8.60.1"
-    "@typescript-eslint/typescript-estree" "8.60.1"
-    "@typescript-eslint/visitor-keys" "8.60.1"
+    "@typescript-eslint/scope-manager" "8.65.0"
+    "@typescript-eslint/types" "8.65.0"
+    "@typescript-eslint/typescript-estree" "8.65.0"
+    "@typescript-eslint/visitor-keys" "8.65.0"
    debug "^4.4.3"

-"@typescript-eslint/project-service@8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.60.1.tgz#eb29712f58d72c222fc727162e92f2ab4670971b"
-  integrity sha512-eXkTH2bxmXlqD1RnOPmLZ9ZM9D3VwSx04JOwBnP9RQ+yUA5a2Mu7SfW8uaV2Aon53NJzZlZYuX7tn91Izf+xaw==
+"@typescript-eslint/project-service@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.65.0.tgz#65fbbc9a1591abffaeab5513200f848271cb0aa5"
+  integrity sha512-SxnPhbTsGahizDgbu7oqFH/xVtzIqMd/s+WtnSxNxJZJpLbdT5IPdzg8EZxO3+PoKahXmwJLeNQOpKJb3/bi7Q==
  dependencies:
-    "@typescript-eslint/tsconfig-utils" "^8.60.1"
-    "@typescript-eslint/types" "^8.60.1"
+    "@typescript-eslint/tsconfig-utils" "^8.65.0"
+    "@typescript-eslint/types" "^8.65.0"
    debug "^4.4.3"

-"@typescript-eslint/scope-manager@8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.60.1.tgz#2f875962eaad0a0789cc3c36aea9b4ddeb2dd9c8"
-  integrity sha512-gvI5OQoptnxQnchOirukCuQ55svJSTuD/4k5+pC267xyBtYry748R9/c3tYUzb/iE6RZfllRz2lVulLCHkTm4w==
+"@typescript-eslint/scope-manager@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.65.0.tgz#9547202ce7e608e7b6283df585703b980a0ea70d"
+  integrity sha512-Esbl8OSYiVxBokYgWPf7VVWg/BE798wXhimnn9ML9Pt5qoDf8bfQlgjlKXR/k98+AcNzlLKYrpCcrcuZ9DZLgg==
  dependencies:
-    "@typescript-eslint/types" "8.60.1"
-    "@typescript-eslint/visitor-keys" "8.60.1"
+    "@typescript-eslint/types" "8.65.0"
+    "@typescript-eslint/visitor-keys" "8.65.0"

-"@typescript-eslint/tsconfig-utils@8.60.1", "@typescript-eslint/tsconfig-utils@^8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.60.1.tgz#bee8b942a13679a878101c9c74577d732062ed93"
-  integrity sha512-nh8w4qAteiKuZu3pSSzG/yGKpw0OlkrKnzFmbVRenKaD4qc+7i1GrmZaLVkr8rk4uipiPGMOW4YsM6WmKZ5CvA==
+"@typescript-eslint/tsconfig-utils@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.65.0.tgz#36f168fcdbb1295f7446ff0379667f98c3cf1bf3"
+  integrity sha512-j6GzGqCiRdA7Qhur2VVmKZAkBLfnHFQfx4TaJGL9RMveZqCo48jSHHO0DTgizEnGhtWnqmbtCUSrqSkdiY/0Hg==

-"@typescript-eslint/type-utils@8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.60.1.tgz#1ae45f0f2a701354beea4a58c2161e40a5e3c379"
-  integrity sha512-sdwTrpjosW7ANQYJ39ZBF1ZyEMEGVB2UsikrserVM/30a/F1dTLnu9bGxEdosugyu5caigjLrR2qiD11asjI1A==
+"@typescript-eslint/tsconfig-utils@^8.65.0":
+  version "8.66.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.66.0.tgz#3a89066c507aa30541dc176804685b4b444e1e52"
+  integrity sha512-9D5gLYZG4rOjcoag8MQ/fWI8WqA9wcPDyOGyWtWFhvM1lHRbliqUSPIY5J3zqCU1tvSwzXxnnjhQhz5Ne7mJ4g==
+
+"@typescript-eslint/type-utils@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.65.0.tgz#d316d7522d93cff4cd14f305e02f3df2d804f9c1"
+  integrity sha512-YjaZ7PRI5qY7ax2L3PbvX0rRyGtipAReCWs0mhhDBHjH/vl0g0BonaGXrKdKpMbIIsMIwDgbk/xzkBTyAltS5g==
  dependencies:
-    "@typescript-eslint/types" "8.60.1"
-    "@typescript-eslint/typescript-estree" "8.60.1"
-    "@typescript-eslint/utils" "8.60.1"
+    "@typescript-eslint/types" "8.65.0"
+    "@typescript-eslint/typescript-estree" "8.65.0"
+    "@typescript-eslint/utils" "8.65.0"
    debug "^4.4.3"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/types@8.60.1", "@typescript-eslint/types@^8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.60.1.tgz#ccdc482ba9e17f9723a10ce240b5e67dad3046c4"
-  integrity sha512-4h0tY8ppCkdCzcrl2YM5M3my0xsE1Tf8om3owEu5oPWmXwkKRmk0j0LGDzYBGUcAlesEbxBhazqu/K4cu3Ug7w==
+"@typescript-eslint/types@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.65.0.tgz#3e86738416a777c8b8925ab46745f48ecf904c9f"
+  integrity sha512-JSSwWNy+H0E/01jJEM+hrX6N0OFDzFzeIhHFSAS01tlVaevpG8cFyYRPhS5yjGOvBUx3sqQHVMjCL1CAZZMxBg==

-"@typescript-eslint/typescript-estree@8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.60.1.tgz#016630b119228bf483ddc652703a6a038f3fdd74"
-  integrity sha512-alpRkfG8hlVE5kdJW2GkfgDgXxold3e8e4l6EnmhRmRLbekgAPCCGDVD++sABy9FcgPFroq+uFcCSM1vR57Cew==
+"@typescript-eslint/types@^8.65.0":
+  version "8.66.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.66.0.tgz#3cacab94d3b564c1d48c56eb37b89f89a6d48479"
+  integrity sha512-H6gcYaSDOyvL3AD/jHUtUFo2jqGgn/F6nuyuZSu0QTesxL+cP4dQoIMrODRofuJC09g64+WgZ6tE19Y1N2YIFQ==
+
+"@typescript-eslint/typescript-estree@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.65.0.tgz#f1f514808f6aa713e2d678ae8ff592a65e1632af"
+  integrity sha512-JboAE2swaYt4tb1fHhHTABE2K+OLy09XfcTbhnk4Pw96f9dd2e9iYsJ28gBggHlo5z5x1rkyWvcPoTuNTd4oGg==
  dependencies:
-    "@typescript-eslint/project-service" "8.60.1"
-    "@typescript-eslint/tsconfig-utils" "8.60.1"
-    "@typescript-eslint/types" "8.60.1"
-    "@typescript-eslint/visitor-keys" "8.60.1"
+    "@typescript-eslint/project-service" "8.65.0"
+    "@typescript-eslint/tsconfig-utils" "8.65.0"
+    "@typescript-eslint/types" "8.65.0"
+    "@typescript-eslint/visitor-keys" "8.65.0"
    debug "^4.4.3"
    minimatch "^10.2.2"
    semver "^7.7.3"
    tinyglobby "^0.2.15"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/utils@8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.60.1.tgz#31cf566095602d9fe8ad91837d2eb520b8de762b"
-  integrity sha512-h2MPBLoNtjc3qZWfY3Tl51yPorQ2McHn8pJfcMNTcIvrrZrr90Ykffit0yjrPFWQcRcUxzH20+6OcVdW4yHtUg==
+"@typescript-eslint/utils@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.65.0.tgz#afedd974a0c8deeef553b509df5800bafd615a72"
+  integrity sha512-gXiwIHsYreboxeJucHKPvgwl7dXt50mF8s1/c00cP/WoVTyWKFdtfhRWwZiXYFU5H2O8vVoSLNrexFZjYS/SGA==
  dependencies:
    "@eslint-community/eslint-utils" "^4.9.1"
-    "@typescript-eslint/scope-manager" "8.60.1"
-    "@typescript-eslint/types" "8.60.1"
-    "@typescript-eslint/typescript-estree" "8.60.1"
+    "@typescript-eslint/scope-manager" "8.65.0"
+    "@typescript-eslint/types" "8.65.0"
+    "@typescript-eslint/typescript-estree" "8.65.0"

-"@typescript-eslint/visitor-keys@8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.60.1.tgz#165d1d8901137b944efaf18f00ab5ecb57f06995"
-  integrity sha512-EbGRQg4FhrmwLodl+t3JNAnXHWVr9Vp+Zl1QBZVPY4ByfkzIT8cX3K6QWODHtkIZqqJVEWvhHSx3v5PDHsaQag==
+"@typescript-eslint/visitor-keys@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.65.0.tgz#e3704c13cb4a1c22454c1abf28ff4737e15018c6"
+  integrity sha512-8C71BQkGjiMmXtop7pHVJu1l2NNShFdkCyD6a2ezzs5vU/L3LRtb69EtcteFwz0mYMPzIgOw0n6OV4VBUWZd7A==
  dependencies:
-    "@typescript-eslint/types" "8.60.1"
+    "@typescript-eslint/types" "8.65.0"
    eslint-visitor-keys "^5.0.0"

+"@typescript/typescript-aix-ppc64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-aix-ppc64/-/typescript-aix-ppc64-7.0.2.tgz#cdc7ce81d60f1e09034960ddfb1fb880d7a776b6"
+  integrity sha512-MTKKkWB7p/0E9xi1d1tHtZ5PiLkGEMIq88pK2CubZjOsLtYTLqhgIgi6zepFa+9GHZ6h05NMCkQxGKiPXMxXtQ==
+
+"@typescript/typescript-darwin-arm64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-darwin-arm64/-/typescript-darwin-arm64-7.0.2.tgz#a55fdfcfa58df58d27db2237cde6a5c1e35a7235"
+  integrity sha512-gowzar9MwS/aRWp6f3a4KUqzRjAZjOsmGNCM6LcTgXum+dBfgsBVMN+AgvOCCbguXyick6LJhpBszxMebJ8syA==
+
+"@typescript/typescript-darwin-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-darwin-x64/-/typescript-darwin-x64-7.0.2.tgz#38d1c9172800a91d707bec64d2a370a016634db4"
+  integrity sha512-SZ9xZInqApNlNGc9s0W1VSsktYSOe9cFqNOIqmN1Gs8SmkjKZYFt017G4VwPxASInODuAdbTW7sXiFUf893RgA==
+
+"@typescript/typescript-freebsd-arm64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-freebsd-arm64/-/typescript-freebsd-arm64-7.0.2.tgz#f1ff8810030b35d2b5be0db6a2dc650460ea94fa"
+  integrity sha512-W5NH4y/J0plIIS5b2xvTEkU7JFxyqdMAOgf+Ilhl0vHQXKO5dZoxd+C/jEtq56c4F3wk71RB4BMRQ2XdI+bwYQ==
+
+"@typescript/typescript-freebsd-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-freebsd-x64/-/typescript-freebsd-x64-7.0.2.tgz#3d86b03f353c5b1ba95162eb6ce35533bfc294bd"
+  integrity sha512-UMGDx5sTpzNw3WiPebH7l90IWfJggEd+egHt/q6p7/Cm3zqoV7VxkGXt+3DxPIw8CcmvAB0j3sVVfbhX+M4Tpw==
+
+"@typescript/typescript-linux-arm64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-arm64/-/typescript-linux-arm64-7.0.2.tgz#d9334d96d6dac6ff85da9c865588948de939e91f"
+  integrity sha512-Qh4eU4/y3yDjnfjjyPYihMj5/ODIlmt+Bzu17OI+fiSRDW57QmU5SiN63exPRNJPKUzcc1INa1NXdrJ+MqHjUQ==
+
+"@typescript/typescript-linux-arm@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-arm/-/typescript-linux-arm-7.0.2.tgz#ad94b41e1aee2a4dcc6a298c7b67c43345fde32e"
+  integrity sha512-gffT3xPz9sR7j/YJExkyPntrI0P2EP9XbOyWzth2/Gs0RstK+90RBcO0ncXoXy/beYll1SXw846Nf2zdnEz0QQ==
+
+"@typescript/typescript-linux-loong64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-loong64/-/typescript-linux-loong64-7.0.2.tgz#2965aee4fc873360139d893daafe6397a29138ad"
+  integrity sha512-uEHck9i8hoAzXPiYRib1O7miOnz23SxIeVl6F4LXox+qov1K35jHcEW6VHKvZI+pyvl7fZEP4MCU5LYvIq1GuQ==
+
+"@typescript/typescript-linux-mips64el@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-mips64el/-/typescript-linux-mips64el-7.0.2.tgz#1a887a311bed3a833f80bfd4a9ed37c271936cf0"
+  integrity sha512-R4KvAMnE43W5Qeqb0Ly56O3mWMWIAgsMyz36DCaycd5nbg/9kzm0liw3JocfRqyJY0KPmzFjbswozXyW0DnIYA==
+
+"@typescript/typescript-linux-ppc64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-ppc64/-/typescript-linux-ppc64-7.0.2.tgz#8b63c9b2f445b393eb4e43ec21da225dade3577d"
+  integrity sha512-DORx5b3sd/4S7eayxm4FQv+A7CrkUIGRaHiwI8oiHTAI1fAPWhF4J0vAlkC8biAlHSVVwxMQ3tjZ2/DVbnQiiA==
+
+"@typescript/typescript-linux-riscv64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-riscv64/-/typescript-linux-riscv64-7.0.2.tgz#b6e8a35c289b3ea97a92a41d461aaeed0d3b36e1"
+  integrity sha512-wf0jqEDOjrPRnKwYRyyJDRo11KMbvMFrU+q4zqKyChODBzvlkbhNQfKvLxQCcwTpdDaXSHZTVuh0JoCrKCUMHQ==
+
+"@typescript/typescript-linux-s390x@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-s390x/-/typescript-linux-s390x-7.0.2.tgz#2ef96693be4861f6d17965427e5b009cbbed1a3e"
+  integrity sha512-IkwJc3L7yhytWd/ewjyxNDfOmswCm9GWMJT/ue/dU4aZNbwZeYAetq42VyLmsmSjvoX7z74X6ZaYCtzAr0EuGw==
+
+"@typescript/typescript-linux-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-x64/-/typescript-linux-x64-7.0.2.tgz#73269cb0baba50aea0ca060445a6b88e583f1ce2"
+  integrity sha512-EYdf2cNg7rgCWJnxCdJ+F3V39O8ihb37eHAu1LK8oAFizgTQbPOK7zHHXbPt8rX24COqODXeI3sIf0fCXG7H/A==
+
+"@typescript/typescript-netbsd-arm64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-netbsd-arm64/-/typescript-netbsd-arm64-7.0.2.tgz#3a3649f97fafa210b4e6e3798c15e06605c8a901"
+  integrity sha512-+polYF4MF04aPpO5FTkHran9yUQDSXqy5GiSDKpsll5jy3l3+g9QLhpf39T+ePtefhXLOGrLl0QIjkQP6VnelA==
+
+"@typescript/typescript-netbsd-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-netbsd-x64/-/typescript-netbsd-x64-7.0.2.tgz#47ec59491a40c470d2807dc4d2b825528fd979ab"
+  integrity sha512-8YIT0EHM/3dq10ZOVF/A7pc/YSMtbcecct4rWtexrnSCHOPcpC2KTLXfTCR6vDpnSiY12heNb1GiN/wu+T/FyA==
+
+"@typescript/typescript-openbsd-arm64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-openbsd-arm64/-/typescript-openbsd-arm64-7.0.2.tgz#796be8da0bd989d8a3fb96f2801e38a8365b4baf"
+  integrity sha512-APT8+ClYnuYm1u9+kgGXoMj2VzWzcymwh2gNSQVySHfkRDGOTVkoWLjCmOQSaO+PoqQ57B0flRp9SA+7GnnkzQ==
+
+"@typescript/typescript-openbsd-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-openbsd-x64/-/typescript-openbsd-x64-7.0.2.tgz#d37fe2a729eb942c076c454ee7f1815faf7d560f"
+  integrity sha512-yX7s+Q0Dln0Dt9tEzZsAjXXR/+ytBM7AlglaqyeMPxQszJ1JhlJdZ6jLA+IzldHtflX81em7lDao1xXu+aRRkg==
+
+"@typescript/typescript-sunos-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-sunos-x64/-/typescript-sunos-x64-7.0.2.tgz#aba8d3464c3565a7044789baba96916bd4ab2c88"
+  integrity sha512-dLJDGaLZ1D4HPQn62u1n8mBDkJREwMsAkCdkwd4Ieqw+x3TUyTsqY0YiBCtE6H6OzzgGk3iuZ3vFWRS+E8/d1g==
+
+"@typescript/typescript-win32-arm64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-win32-arm64/-/typescript-win32-arm64-7.0.2.tgz#b9de50a17196383f62620b5f9d0a2f34ad3b60d7"
+  integrity sha512-Gyl1Vy6OsWesLzmq+EP0Fb7b4Nid5232AvcA2SFcdYreldpNtYFFofPjnt62y9hQy7VTaZp65ICJjuAQRaVcIQ==
+
+"@typescript/typescript-win32-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-win32-x64/-/typescript-win32-x64-7.0.2.tgz#cf3b7b0d6ce5635daca4c8e01c189cdcde47ec3c"
+  integrity sha512-0BQ3HkAHHlKLSp1qRvf3SUhGpGsDuhB/jgFw75guyqbxJqEaS0Cw/VFO8i2nHglJUzQCRtMMR/IBAKE3ETMC4g==
+
 "@ungap/structured-clone@^1.3.0":
  version "1.3.0"
  resolved "https://registry.yarnpkg.com/@ungap/structured-clone/-/structured-clone-1.3.0.tgz#d06bbb384ebcf6c505fde1c3d0ed4ddffe0aaff8"
@@ -1529,10 +1637,10 @@ brace-expansion@^2.0.2:
  dependencies:
    balanced-match "^1.0.0"

-brace-expansion@^5.0.2:
-  version "5.0.2"
-  resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-5.0.2.tgz#b6c16d0791087af6c2bc463f52a8142046c06b6f"
-  integrity sha512-Pdk8c9poy+YhOgVWw1JNN22/HcivgKWwpxKq04M/jTmHyCZn12WPJebZxdjSa5TmBqISrUSgNYU3eRORljfCCw==
+brace-expansion@^5.0.8:
+  version "5.0.9"
+  resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-5.0.9.tgz#7c72438809b5fa5babf54199a1f1c281a6984fcf"
+  integrity sha512-ScQ4IuvIEF1TMlP7Zt+vjJ//9zlPb2SDcxWxM3bk8s6t6GGdJ7KO1dCcTidOPJKePW30LE/2cT7wCyPho9/Wxg==
  dependencies:
    balanced-match "^4.0.2"

@@ -2186,15 +2294,15 @@ eslint-visitor-keys@^5.0.0, eslint-visitor-keys@^5.0.1:
  resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-5.0.1.tgz#9e3c9489697824d2d4ce3a8ad12628f91e9f59be"
  integrity sha512-tD40eHxA35h0PEIZNeIjkHoDR4YjjJp34biM0mDvplBe//mB+IHCqHDGV7pxF+7MklTvighcCPPZC7ynWyjdTA==

-eslint@^10.4.1:
-  version "10.4.1"
-  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.4.1.tgz#f6640b176e0912246d9ddbf8fcfa5e8b7f02445a"
-  integrity sha512-AyIKhnOBuOAdueD7RB3xB+YeAWScb9jHsJBgH2Hcde8InP5JYhqrRR6iTMHyTEwgENK54Cp44e4v8BwNhsuHuw==
+eslint@^10.8.0:
+  version "10.8.0"
+  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.8.0.tgz#e6d19907a3f090a53a022261ba34c5ff6d04908b"
+  integrity sha512-nuKKvN+oIBO0koN7Tm7dlkmnkc21mtt0QJLwAKzjLq14y6lRTdVG36MZHJ8eQHwdJMwZbQNMlPOYedMq/oVJvQ==
  dependencies:
    "@eslint-community/eslint-utils" "^4.8.0"
    "@eslint-community/regexpp" "^4.12.2"
    "@eslint/config-array" "^0.23.5"
-    "@eslint/config-helpers" "^0.6.0"
+    "@eslint/config-helpers" "^0.7.0"
    "@eslint/core" "^1.2.1"
    "@eslint/plugin-kit" "^0.7.2"
    "@humanfs/node" "^0.16.6"
@@ -2218,7 +2326,7 @@ eslint@^10.4.1:
    imurmurhash "^0.1.4"
    is-glob "^4.0.0"
    json-stable-stringify-without-jsonify "^1.0.1"
-    minimatch "^10.2.4"
+    minimatch "^10.2.5"
    natural-compare "^1.4.0"
    optionator "^0.9.3"

@@ -3543,10 +3651,10 @@ js-yaml@^3.13.1:
    argparse "^1.0.7"
    esprima "^4.0.0"

-js-yaml@^4.1.1:
-  version "4.1.1"
-  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.1.1.tgz#854c292467705b699476e1a2decc0c8a3458806b"
-  integrity sha512-qQKT4zQxXl8lLwBtHMWwaTcGfFOZviOJet3Oy/xmGk2gZH677CJM9EvtfdSkgWcATZhj/55JZ0rmy3myCT5lsA==
+js-yaml@^4.3.0:
+  version "4.3.1"
+  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.3.1.tgz#01216c001d67f48e2cd560d708c7af21090a3848"
+  integrity sha512-CY6crGq313MX8GkwvB7tzgp99vjQxY1++5y10/BKN/GUfHqWaOGQMNZkBvqSzsZKWk/ijwHlWzzkLulsGHhjWQ==
  dependencies:
    argparse "^2.0.1"

@@ -3692,12 +3800,12 @@ mimic-fn@^2.1.0:
  resolved "https://registry.yarnpkg.com/mimic-fn/-/mimic-fn-2.1.0.tgz#7ed2c2ccccaf84d3ffcb7a69b57711fc2083401b"
  integrity sha512-OqbOk5oEQeAZ8WXWydlu9HJjz9WVdEIvamMCcXmuqUYjTknH/sqsWvhQ3vgwKFRR1HpjvNBKQ37nbJgYzGqGcg==

-minimatch@^10.2.2, minimatch@^10.2.4:
-  version "10.2.4"
-  resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-10.2.4.tgz#465b3accbd0218b8281f5301e27cedc697f96fde"
-  integrity sha512-oRjTw/97aTBN0RHbYCdtF1MQfvusSIBQM0IZEgzl6426+8jSC0nF1a/GmnVLpfB9yyr6g6FTqWqiZVbxrtaCIg==
+minimatch@^10.2.2, minimatch@^10.2.4, minimatch@^10.2.5:
+  version "10.2.6"
+  resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-10.2.6.tgz#fd956bbe0b77241e9f15ac5dccb1c638060968ef"
+  integrity sha512-vpLQEs+VLCr1nU0BXS07maYoFwlDAH0gngQuuttxIwutDFEMHq2blX+8vpgxDdK3J1PwjCJiep77OitTZ4Ll1A==
  dependencies:
-    brace-expansion "^5.0.2"
+    brace-expansion "^5.0.8"

 minimatch@^3.0.4, minimatch@^3.1.1, minimatch@^3.1.2, minimatch@^3.1.5:
  version "3.1.5"
@@ -4043,10 +4151,10 @@ prettier-linter-helpers@^1.0.1:
  dependencies:
    fast-diff "^1.1.2"

-prettier@^3.8.3:
-  version "3.8.3"
-  resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.8.3.tgz#560f2de55bf01b4c0503bc629d5df99b9a1d09b0"
-  integrity sha512-7igPTM53cGHMW8xWuVTydi2KO233VFiTNyF5hLJqpilHfmn8C8gPf+PS7dUT64YcXFbiMGZxS9pCSxL/Dxm/Jw==
+prettier@^3.9.6:
+  version "3.9.6"
+  resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.9.6.tgz#b3ea5146515d40fc53f18aa63f74dfab1e10dbf6"
+  integrity sha512-OpN0zzVdiaiAhxpuuj5efpIS4sY9j7bY6uR5mnj5yPzGkdkjNKSJeUThPb60Jw29QuAZgA4o+/iB49kFiaBX6g==

 pretty-format@30.2.0, pretty-format@^30.0.0:
  version "30.2.0"
@@ -4211,10 +4319,10 @@ semver@^6.3.1:
  resolved "https://registry.yarnpkg.com/semver/-/semver-6.3.1.tgz#556d2ef8689146e46dcea4bfdd095f3434dffcb4"
  integrity sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==

-semver@^7.5.3, semver@^7.5.4, semver@^7.7.2, semver@^7.7.3, semver@^7.8.0:
-  version "7.8.1"
-  resolved "https://registry.yarnpkg.com/semver/-/semver-7.8.1.tgz#bf4970b5e70fda0686363cc18bfe8805d5ed957e"
-  integrity sha512-rkVq3IXh+4FDGch+KwzX3aV9W3kO54GyEgpvBzSyctDA6Xtd7RJQV1xmXbeQp5v7+VzLOfVqiutSE6GICgPFvg==
+semver@^7.5.3, semver@^7.5.4, semver@^7.7.2, semver@^7.7.3, semver@^7.8.5:
+  version "7.8.5"
+  resolved "https://registry.yarnpkg.com/semver/-/semver-7.8.5.tgz#39b646037dd50c14fb451e7e4cac58ed8b863f69"
+  integrity sha512-Y7/KDsb8LjooZpwaqGyulO6DQlksgCncchHGk+sZIY4SBvUocMBEFH5Ur1fI4dV+Jvl0w6cjvucaIi40puRioA==

 set-function-length@^1.2.1, set-function-length@^1.2.2:
  version "1.2.2"
@@ -4547,10 +4655,10 @@ ts-api-utils@^2.5.0:
  resolved "https://registry.yarnpkg.com/ts-api-utils/-/ts-api-utils-2.5.0.tgz#4acd4a155e22734990a5ed1fe9e97f113bcb37c1"
  integrity sha512-OJ/ibxhPlqrMM0UiNHJ/0CKQkoKF243/AEmplt3qpRgkW8VG7IfOS41h7V8TjITqdByHzrjcS/2si+y4lIh8NA==

-ts-jest@^29.4.11:
-  version "29.4.11"
-  resolved "https://registry.yarnpkg.com/ts-jest/-/ts-jest-29.4.11.tgz#42f5de21c37ccc01a580253afae6955abbf4d0b3"
-  integrity sha512-IrFl7l9AuB/qrNw5quqvAv/hmKMb8dhWOH4jQOGo0Oq8tCeo1O86/iTFG1FaRimgUkF13l4PcepO8ATFT6Ns4g==
+ts-jest@^29.4.12:
+  version "29.4.12"
+  resolved "https://registry.yarnpkg.com/ts-jest/-/ts-jest-29.4.12.tgz#c34cd91f02d364e9286d2c016843315fd0efff76"
+  integrity sha512-Ov6ClY53Fflh6BGAnY2DlTq1hYDrTycz2PVTXBWFW2CU+9zrEqAp9fWdGXl42EXO5RLSFAcAZ2JFKbP+zBTFfw==
  dependencies:
    bs-logger "^0.2.6"
    fast-json-stable-stringify "^2.1.0"
@@ -4558,7 +4666,7 @@ ts-jest@^29.4.11:
    json5 "^2.2.3"
    lodash.memoize "^4.1.2"
    make-error "^1.3.6"
-    semver "^7.8.0"
+    semver "^7.8.5"
    type-fest "^4.41.0"
    yargs-parser "^21.1.1"

@@ -4688,10 +4796,31 @@ typed-array-length@^1.0.7:
    possible-typed-array-names "^1.0.0"
    reflect.getprototypeof "^1.0.6"

-typescript@^6.0.3:
-  version "6.0.3"
-  resolved "https://registry.yarnpkg.com/typescript/-/typescript-6.0.3.tgz#90251dc007916e972786cb94d74d15b185577d21"
-  integrity sha512-y2TvuxSZPDyQakkFRPZHKFm+KKVqIisdg9/CZwm9ftvKXLP8NRWj38/ODjNbr43SsoXqNuAisEf1GdCxqWcdBw==
+typescript@^7.0.2:
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/typescript/-/typescript-7.0.2.tgz#9ec773d7954a8c182c17cc5bbd575aa28bc51582"
+  integrity sha512-8FYau96o3NKOhbjKi/qNvG/W5jhzxkbdm5sj9AbZ/5T5sWqn3hJgLfGx27sRKZWTvyzCP8dLRBTf5tBTSRVUNA==
+  optionalDependencies:
+    "@typescript/typescript-aix-ppc64" "7.0.2"
+    "@typescript/typescript-darwin-arm64" "7.0.2"
+    "@typescript/typescript-darwin-x64" "7.0.2"
+    "@typescript/typescript-freebsd-arm64" "7.0.2"
+    "@typescript/typescript-freebsd-x64" "7.0.2"
+    "@typescript/typescript-linux-arm" "7.0.2"
+    "@typescript/typescript-linux-arm64" "7.0.2"
+    "@typescript/typescript-linux-loong64" "7.0.2"
+    "@typescript/typescript-linux-mips64el" "7.0.2"
+    "@typescript/typescript-linux-ppc64" "7.0.2"
+    "@typescript/typescript-linux-riscv64" "7.0.2"
+    "@typescript/typescript-linux-s390x" "7.0.2"
+    "@typescript/typescript-linux-x64" "7.0.2"
+    "@typescript/typescript-netbsd-arm64" "7.0.2"
+    "@typescript/typescript-netbsd-x64" "7.0.2"
+    "@typescript/typescript-openbsd-arm64" "7.0.2"
+    "@typescript/typescript-openbsd-x64" "7.0.2"
+    "@typescript/typescript-sunos-x64" "7.0.2"
+    "@typescript/typescript-win32-arm64" "7.0.2"
+    "@typescript/typescript-win32-x64" "7.0.2"

 uglify-js@^3.1.4:
  version "3.19.3"
@@ -4766,9 +4895,9 @@ uri-js@^4.2.2:
    punycode "^2.1.0"

 uuid@^14.0.0:
-  version "14.0.0"
-  resolved "https://registry.yarnpkg.com/uuid/-/uuid-14.0.0.tgz#0af883220163d264ffe0c084f6b8a89b9666966d"
-  integrity sha512-Qo+uWgilfSmAhXCMav1uYFynlQO7fMFiMVZsQqZRMIXp0O7rR7qjkj+cPvBHLgBqi960QCoo/PH2/6ZtVqKvrg==
+  version "14.0.1"
+  resolved "https://registry.yarnpkg.com/uuid/-/uuid-14.0.1.tgz#8a5975b3e038902bfd169a10b5202f5ec0cf3faf"
+  integrity sha512-6ZxzVpzDXDa3bJWaHilVayA+BH/1zmxCJoVgvmqJnid/gPoKHxUrS/aC/T6LGQtNHT+XHG9fXPJB4d+IrU30Ew==

 v8-to-istanbul@^9.0.1:
  version "9.3.0"
@@ -9,10 +9,10 @@
  },
  "dependencies": {
    "@js-monorepo-example/shared": "*",
-    "@langchain/core": "^1.1.48",
-    "@langchain/langgraph": "^1.3.3"
+    "@langchain/core": "^1.2.4",
+    "@langchain/langgraph": "^1.4.8"
  },
  "devDependencies": {
-    "typescript": "^6.0.3"
+    "typescript": "^7.0.2"
  }
 }
@@ -9,6 +9,6 @@
    "clean": "rm -rf dist"
  },
  "devDependencies": {
-    "typescript": "^6.0.3"
+    "typescript": "^7.0.2"
  }
 }
@@ -17,18 +17,18 @@
    "lint": "eslint 'apps/**/*.ts' 'libs/**/*.ts'"
  },
  "devDependencies": {
-    "turbo": "^2.9.16",
-    "typescript": "^6.0.3",
+    "turbo": "^2.10.8",
+    "typescript": "^7.0.2",
    "@tsconfig/recommended": "^1.0.13",
-    "@eslint/eslintrc": "^3.3.5",
+    "@eslint/eslintrc": "^3.3.6",
    "@eslint/js": "^10.0.1",
-    "eslint": "^10.4.1",
+    "eslint": "^10.8.0",
    "eslint-config-prettier": "^10.1.8",
    "eslint-plugin-import": "^2.27.5",
    "eslint-plugin-no-instanceof": "^1.0.1",
    "eslint-plugin-prettier": "^5.5.6",
-    "@typescript-eslint/eslint-plugin": "^8.60.1",
-    "@typescript-eslint/parser": "^8.60.1",
-    "prettier": "^3.8.3"
+    "@typescript-eslint/eslint-plugin": "^8.65.0",
+    "@typescript-eslint/parser": "^8.65.0",
+    "prettier": "^3.9.6"
  }
 }
@@ -28,10 +28,10 @@
    debug "^4.3.1"
    minimatch "^10.2.4"

-"@eslint/config-helpers@^0.6.0":
-  version "0.6.0"
-  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.6.0.tgz#ef9a36881d39dfd5dbeac22b0da997fabfb08b03"
-  integrity sha512-ii6Bw9jJ2zi2cWA2Z+9/QZ/+3DX6kwaV5Q986D/CdP3Lap3w/pgQZ373FV7byY/i7L4IRH/G43I5dz1ClsCbpA==
+"@eslint/config-helpers@^0.7.0":
+  version "0.7.0"
+  resolved "https://registry.yarnpkg.com/@eslint/config-helpers/-/config-helpers-0.7.0.tgz#09ee4aa07b73f059ec2d4c74bf4b2ff02b322377"
+  integrity sha512-DObd/KKUsU+FaFv4PLxSRenpXfQWmPXXP3pPZ6/K1PCrMu2vQpMDMuQe/BqYeoLcz8ro0bVDF1RxOJgfVEdhUw==
  dependencies:
    "@eslint/core" "^1.2.1"

@@ -42,10 +42,10 @@
  dependencies:
    "@types/json-schema" "^7.0.15"

-"@eslint/eslintrc@^3.3.5":
-  version "3.3.5"
-  resolved "https://registry.yarnpkg.com/@eslint/eslintrc/-/eslintrc-3.3.5.tgz#c131793cfc1a7b96f24a83e0a8bbd4b881558c60"
-  integrity sha512-4IlJx0X0qftVsN5E+/vGujTRIFtwuLbNsVUe7TO6zYPDR1O6nFwvwhIKEKSrl6dZchmYBITazxKoUYOjdtjlRg==
+"@eslint/eslintrc@^3.3.6":
+  version "3.3.6"
+  resolved "https://registry.yarnpkg.com/@eslint/eslintrc/-/eslintrc-3.3.6.tgz#d22bfd6b3a7d8e1f2c0b2f2e6de111b53ec6e13e"
+  integrity sha512-l2Ul9PrHsPCKcEY/ac7VgFj9D80C7S68sOKc618SyHDPK36s1XcFebXY0iTzUVn4Yq+YbwvSnDmCz9yxjX+QrA==
  dependencies:
    ajv "^6.14.0"
    debug "^4.3.2"
@@ -53,7 +53,7 @@
    globals "^14.0.0"
    ignore "^5.2.0"
    import-fresh "^3.2.1"
-    js-yaml "^4.1.1"
+    js-yaml "^4.3.0"
    minimatch "^3.1.5"
    strip-json-comments "^3.1.1"

@@ -103,10 +103,10 @@
  resolved "https://registry.yarnpkg.com/@isaacs/cliui/-/cliui-9.0.0.tgz#4d0a3f127058043bf2e7ee169eaf30ed901302f3"
  integrity sha512-AokJm4tuBHillT+FpMtxQ60n8ObyXBatq7jD2/JA9dxbDDokKQm8KMht5ibGzLVU9IJDIKK4TPKgMHEYMn3lMg==

-"@langchain/core@^1.1.48":
-  version "1.1.48"
-  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.48.tgz#dfe7f6a64b0e3e79e5357ed4b402c021ee315a7f"
-  integrity sha512-fQU6Guyb1pwc2fEplmA8FPbKfOMAofjnyJzExevro0FxEiuGHE18Ov/ZHmT9trWCDTZRI9eW1VIc6aChxV8pAQ==
+"@langchain/core@^1.2.4":
+  version "1.2.4"
+  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.2.4.tgz#3916181e00f93b2e3b5801ab8273c07d144d75ce"
+  integrity sha512-GIrJktdsFPx8gM0C3VyikkeYGZAV7iRIzUJuS5tFatiKLExybou0LI0MuxH9kksN38quyfWdQDl20lIEAEVkVA==
  dependencies:
    "@cfworker/json-schema" "^4.0.2"
    "@standard-schema/spec" "^1.1.0"
@@ -116,39 +116,35 @@
    p-queue "^6.6.2"
    zod "^3.25.76 || ^4"

-"@langchain/langgraph-checkpoint@^1.0.4":
-  version "1.0.4"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-1.0.4.tgz#893aa7255b2fe810fdeb50281f6750a3b0a6fef7"
-  integrity sha512-1y5MgZ0gXXrtmoy56e3kaBChI3GwFPIKl27xkrHwN+VE/3iUsyr9gO3Jtp7kdKAe6diZGbcas5bdC/r0yUwTZA==
-  dependencies:
-    uuid "^14.0.0"
+"@langchain/langgraph-checkpoint@^1.1.3":
+  version "1.1.3"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-1.1.3.tgz#891f2f9a2e96cf2ab0920f9240f9ad1e0a86a4ab"
+  integrity sha512-wgzdQNeEsdw1e+4lvlj0tdq/RYR/k1vPin10g0ymGoehZDDgd9nvIllGXSXN4TFgF9sf5qQP/KTkOcLfeseIhA==

-"@langchain/langgraph-sdk@~1.9.11":
-  version "1.9.11"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.9.11.tgz#d16f18b2c48e544436489172d86b3c78524eb679"
-  integrity sha512-mhadkZy4LQ97NJwvATiVIkSxVfOnauXNhrVHFgGnzyqr5zzPLS0VIKJW9xKT+pM8yLqW8Qj6+nPPNhwGUaxoRw==
+"@langchain/langgraph-sdk@~1.9.26":
+  version "1.9.28"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph-sdk/-/langgraph-sdk-1.9.28.tgz#1664cc7b6f2c1509ddffecf17d805a26e70a7e1a"
+  integrity sha512-4j3XuM0PvtmAbL8mPfBS99ez3+ytRfgbOpAR/nOeaejTRF3Q9dNw2QnaGLGng8wLPtGLoSj+SYgUOVxy9Bv9vg==
  dependencies:
-    "@langchain/protocol" "^0.0.16"
+    "@langchain/protocol" "^0.0.18"
    "@types/json-schema" "^7.0.15"
    p-queue "^9.0.1"
    p-retry "^7.1.1"
-    uuid "^14.0.0"

-"@langchain/langgraph@^1.3.3":
-  version "1.3.3"
-  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.3.3.tgz#c7bb19029e37971116e07101be3d8fd4b6483d50"
-  integrity sha512-8xbpGUQNBcWua7ivT5vUvDnQ+6Qbt0JO8RisgXZ8guPXNqh8plGVvrODW68S4AlJbOYY2yi0ROKtrL/1yN3MBQ==
+"@langchain/langgraph@^1.4.8":
+  version "1.4.8"
+  resolved "https://registry.yarnpkg.com/@langchain/langgraph/-/langgraph-1.4.8.tgz#65ef5635b5554cd32f502a3808b92d8371998a99"
+  integrity sha512-DN1Np1XefdBEbp1qBKlt39cwoL743AAGpR5Ipja0gY2YbWvsoQnOTIrjnj/orSAhaUYsdTKS8VSWdFzsHZo6Ig==
  dependencies:
-    "@langchain/langgraph-checkpoint" "^1.0.4"
-    "@langchain/langgraph-sdk" "~1.9.11"
-    "@langchain/protocol" "^0.0.16"
+    "@langchain/langgraph-checkpoint" "^1.1.3"
+    "@langchain/langgraph-sdk" "~1.9.26"
+    "@langchain/protocol" "^0.0.18"
    "@standard-schema/spec" "1.1.0"
-    uuid "^14.0.0"

-"@langchain/protocol@^0.0.16":
-  version "0.0.16"
-  resolved "https://registry.yarnpkg.com/@langchain/protocol/-/protocol-0.0.16.tgz#68b63d58feaf4f0acf77405cb8fb16f9c3f09b60"
-  integrity sha512-ws+J7MaHyhO5dG7f0vdyHQiUn9hoCnki0f3crJPa4MCTGzcRC39jYSCghyrGtBPYQnZbUQiGyRVpW3z3M8IpJg==
+"@langchain/protocol@^0.0.18":
+  version "0.0.18"
+  resolved "https://registry.yarnpkg.com/@langchain/protocol/-/protocol-0.0.18.tgz#6d96155e7263c958fbce6d4b7241b4725b72fbad"
+  integrity sha512-XW1egQtPfsGI41w2AMZNFZrUIwFSQHTjVMZs0OaTpCAvht/QLoaPN8FQcsysMVypOhupG28J29yOorrc70otBQ==

 "@pkgr/core@^0.3.6":
  version "0.3.6"
@@ -170,35 +166,35 @@
  resolved "https://registry.yarnpkg.com/@tsconfig/recommended/-/recommended-1.0.13.tgz#269fce3ad04ca70b93269ff44cca81b950f542da"
  integrity sha512-sySRuBfMKyKO/j2ZAhR8kSembhjuPEV4Ra3AHtmWLq51+iGaudr45crPSzNC5b7/Ctrh9dfUpBuTlYrH6rM58Q==

-"@turbo/darwin-64@2.9.16":
-  version "2.9.16"
-  resolved "https://registry.yarnpkg.com/@turbo/darwin-64/-/darwin-64-2.9.16.tgz#f4146eab98e020d658a9a5d7feb846acba653546"
-  integrity sha512-jLjApWTSNd7JZ5JaLYfelW1ytnGQOvB7ivl+2RD1xQvJTbi8I9gBjzcga7tDZVPyaxpl10YTfJt3BrYXR18KDw==
+"@turbo/darwin-64@2.10.8":
+  version "2.10.8"
+  resolved "https://registry.yarnpkg.com/@turbo/darwin-64/-/darwin-64-2.10.8.tgz#0ae7cde6b95b82b0a4fe406ffea64bdfcf68a0ee"
+  integrity sha512-po+7rfJfUnFXjWlcoN2RwhErgzCdRtBc1T26vYPcywHlggmCQiQe1uWaE4j+BibI2uY9/2pDoFzMN0rmSaPFOw==

-"@turbo/darwin-arm64@2.9.16":
-  version "2.9.16"
-  resolved "https://registry.yarnpkg.com/@turbo/darwin-arm64/-/darwin-arm64-2.9.16.tgz#1d01ca232fc189045d6a4dba4741f462e0343b8c"
-  integrity sha512-YPgrn+5HIGzrx0O2a631SV4MBQUe4W/DafMFUuBVgaU32PW9/OTT0ehviF0QSxTXuRJlHvW2eUTemddF5/spmw==
+"@turbo/darwin-arm64@2.10.8":
+  version "2.10.8"
+  resolved "https://registry.yarnpkg.com/@turbo/darwin-arm64/-/darwin-arm64-2.10.8.tgz#18a9127c0a0d9c5ad7de49bdb27e7032f8946334"
+  integrity sha512-+zB2btDJ00lnPRuqOvpVvgl4x34k/djZQGZTTCfjn7JgNCl8QFY5Njo5+dqkY1g/+9gbbsnAvWm9CmJg9ebcXA==

-"@turbo/linux-64@2.9.16":
-  version "2.9.16"
-  resolved "https://registry.yarnpkg.com/@turbo/linux-64/-/linux-64-2.9.16.tgz#8db630e6e5681a2ea48f7df1bca57bbd9bdf3e25"
-  integrity sha512-vAEf1H6l26lTpl9FJ/peQo1NUB8RC0sbEJJz5mPcUhHA2bPDup2x3CZPgo/bH8S4cUcBLm4FN3UHd5iUO2RAew==
+"@turbo/linux-64@2.10.8":
+  version "2.10.8"
+  resolved "https://registry.yarnpkg.com/@turbo/linux-64/-/linux-64-2.10.8.tgz#1677672f5760d272c0a0608686fe8b8b29491fdb"
+  integrity sha512-K1dxqiVisyN7cViVsfQLs6xscQbYuI8aO2nbUhFURDACgEDfZRdP/b4CCxeosBJpcMfhYyiibWqJorCnvz9kKg==

-"@turbo/linux-arm64@2.9.16":
-  version "2.9.16"
-  resolved "https://registry.yarnpkg.com/@turbo/linux-arm64/-/linux-arm64-2.9.16.tgz#d1de82fc8075c4774b214dd2f5e8e2570bb03643"
-  integrity sha512-xDBLR2PZg4BrQOchfG6svgpv5FCNJ2TOtT2psLdEJcdKo1BH+pnPs9Xj6pvUjgfkHbuvBOfeE4R6tvxMoQKDHQ==
+"@turbo/linux-arm64@2.10.8":
+  version "2.10.8"
+  resolved "https://registry.yarnpkg.com/@turbo/linux-arm64/-/linux-arm64-2.10.8.tgz#dbdb5aef9e53bb4c88357dafc19f79138ec29253"
+  integrity sha512-Gi77ibVnrE1fEmvr+/wBD/yvRqhwp/RQuCp2+//lv1U1wNFFyVg0V7Wj8FG9FXPFAw5QHReo8rxc9+wBSDZjzA==

-"@turbo/windows-64@2.9.16":
-  version "2.9.16"
-  resolved "https://registry.yarnpkg.com/@turbo/windows-64/-/windows-64-2.9.16.tgz#e369c51edd737978651c2f6b4ce49b582976d66f"
-  integrity sha512-NBAJnaUiGdgkSzQwUIdOvkCkcpTSu58G/sBGa0mvBtzfvFOOgrQwepKOOQ8cp6sWM6OcKDNFj2p1dsZA1OWjPg==
+"@turbo/windows-64@2.10.8":
+  version "2.10.8"
+  resolved "https://registry.yarnpkg.com/@turbo/windows-64/-/windows-64-2.10.8.tgz#451c3b5421c9ce573c764b1efacae5ad4d1312ee"
+  integrity sha512-znnLO1haJPYTHoKMKwlAvlkjRiYbbhBzME6wIGaMd+fwir23U6jVd1ecaTWWi1fbnRVqxMfgDBKseQ/hLKb83g==

-"@turbo/windows-arm64@2.9.16":
-  version "2.9.16"
-  resolved "https://registry.yarnpkg.com/@turbo/windows-arm64/-/windows-arm64-2.9.16.tgz#dbb2b2863e80eb9ca8da8bd8da63e2cc457e470c"
-  integrity sha512-Y7SJppD0Z8wjO3Ec0ZGd9KQ4Yv0BMnA8CIowj5Vp+OEVsosXDG2weK6/t1RRLfJmc2Ozrnd6y4DOgQys+mn3WQ==
+"@turbo/windows-arm64@2.10.8":
+  version "2.10.8"
+  resolved "https://registry.yarnpkg.com/@turbo/windows-arm64/-/windows-arm64-2.10.8.tgz#5661ca9b75713aece06d319493e48a366a4cd05c"
+  integrity sha512-VN30vh3b3Czh2WzYHNTfF1FE0YMZ5aHsLO8dBMGHJewA6792wX6iJR8ZxlzFW6WdOu0gEAKIvlYhfyT81Wkm4Q==

 "@types/esrecurse@^4.3.1":
  version "4.3.1"
@@ -220,102 +216,212 @@
  resolved "https://registry.yarnpkg.com/@types/json5/-/json5-0.0.29.tgz#ee28707ae94e11d2b827bcbe5270bcea7f3e71ee"
  integrity sha512-dRLjCWHYg4oaA77cxO64oO+7JwCwnIzkZPdrrC71jQmQtlhM556pwKo5bUzqvZndkVbeFLIIi+9TC40JNF5hNQ==

-"@typescript-eslint/eslint-plugin@^8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.60.1.tgz#c1060bb8fa4be80624d3f3dec8dd9caca373af76"
-  integrity sha512-JQ4S5GB0tfjO8BuJ4fcX+HodkzJjYBV+7OJ+wLygaX7OGQ7FudyHL4NSCA6ob+w3Yn+5MkKIozOwQhXeM7opVg==
+"@typescript-eslint/eslint-plugin@^8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.65.0.tgz#0a58df6fea8c0bf6b396f518077099bc8b762bb5"
+  integrity sha512-IEgob78X12rHpUmtcwFsXhZdVGJtwTVP8FiCLZkR6GlYVrl2PcuB+KhCE5BlVC/eQpQnu8WXRtkHZuPar+gCRA==
  dependencies:
    "@eslint-community/regexpp" "^4.12.2"
-    "@typescript-eslint/scope-manager" "8.60.1"
-    "@typescript-eslint/type-utils" "8.60.1"
-    "@typescript-eslint/utils" "8.60.1"
-    "@typescript-eslint/visitor-keys" "8.60.1"
+    "@typescript-eslint/scope-manager" "8.65.0"
+    "@typescript-eslint/type-utils" "8.65.0"
+    "@typescript-eslint/utils" "8.65.0"
+    "@typescript-eslint/visitor-keys" "8.65.0"
    ignore "^7.0.5"
    natural-compare "^1.4.0"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/parser@^8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.60.1.tgz#a9d7f30850384d34b41f4687dd8944823c09e289"
-  integrity sha512-A0M6ua6H252bVjPvvtSgl2QA4+ET9S5Mtkb2GDyTxIhH/C4qDItT7RQNO5PhMC6NXGYXOR9dIalcDDgBKT7oFA==
+"@typescript-eslint/parser@^8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.65.0.tgz#5295c1058c0a1dd746ef28baaf9c0341dbdf03dc"
+  integrity sha512-CZ4nMxWwgu1HEEFNkeaCptra9QCtkmKdgf3sWh1rl1trIhmxLilgTV4cwcbQ4wemnT4sWQN8CaKOmdYx+g2gMA==
  dependencies:
-    "@typescript-eslint/scope-manager" "8.60.1"
-    "@typescript-eslint/types" "8.60.1"
-    "@typescript-eslint/typescript-estree" "8.60.1"
-    "@typescript-eslint/visitor-keys" "8.60.1"
+    "@typescript-eslint/scope-manager" "8.65.0"
+    "@typescript-eslint/types" "8.65.0"
+    "@typescript-eslint/typescript-estree" "8.65.0"
+    "@typescript-eslint/visitor-keys" "8.65.0"
    debug "^4.4.3"

-"@typescript-eslint/project-service@8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.60.1.tgz#eb29712f58d72c222fc727162e92f2ab4670971b"
-  integrity sha512-eXkTH2bxmXlqD1RnOPmLZ9ZM9D3VwSx04JOwBnP9RQ+yUA5a2Mu7SfW8uaV2Aon53NJzZlZYuX7tn91Izf+xaw==
+"@typescript-eslint/project-service@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.65.0.tgz#65fbbc9a1591abffaeab5513200f848271cb0aa5"
+  integrity sha512-SxnPhbTsGahizDgbu7oqFH/xVtzIqMd/s+WtnSxNxJZJpLbdT5IPdzg8EZxO3+PoKahXmwJLeNQOpKJb3/bi7Q==
  dependencies:
-    "@typescript-eslint/tsconfig-utils" "^8.60.1"
-    "@typescript-eslint/types" "^8.60.1"
+    "@typescript-eslint/tsconfig-utils" "^8.65.0"
+    "@typescript-eslint/types" "^8.65.0"
    debug "^4.4.3"

-"@typescript-eslint/scope-manager@8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.60.1.tgz#2f875962eaad0a0789cc3c36aea9b4ddeb2dd9c8"
-  integrity sha512-gvI5OQoptnxQnchOirukCuQ55svJSTuD/4k5+pC267xyBtYry748R9/c3tYUzb/iE6RZfllRz2lVulLCHkTm4w==
+"@typescript-eslint/scope-manager@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.65.0.tgz#9547202ce7e608e7b6283df585703b980a0ea70d"
+  integrity sha512-Esbl8OSYiVxBokYgWPf7VVWg/BE798wXhimnn9ML9Pt5qoDf8bfQlgjlKXR/k98+AcNzlLKYrpCcrcuZ9DZLgg==
  dependencies:
-    "@typescript-eslint/types" "8.60.1"
-    "@typescript-eslint/visitor-keys" "8.60.1"
+    "@typescript-eslint/types" "8.65.0"
+    "@typescript-eslint/visitor-keys" "8.65.0"

-"@typescript-eslint/tsconfig-utils@8.60.1", "@typescript-eslint/tsconfig-utils@^8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.60.1.tgz#bee8b942a13679a878101c9c74577d732062ed93"
-  integrity sha512-nh8w4qAteiKuZu3pSSzG/yGKpw0OlkrKnzFmbVRenKaD4qc+7i1GrmZaLVkr8rk4uipiPGMOW4YsM6WmKZ5CvA==
+"@typescript-eslint/tsconfig-utils@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.65.0.tgz#36f168fcdbb1295f7446ff0379667f98c3cf1bf3"
+  integrity sha512-j6GzGqCiRdA7Qhur2VVmKZAkBLfnHFQfx4TaJGL9RMveZqCo48jSHHO0DTgizEnGhtWnqmbtCUSrqSkdiY/0Hg==

-"@typescript-eslint/type-utils@8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.60.1.tgz#1ae45f0f2a701354beea4a58c2161e40a5e3c379"
-  integrity sha512-sdwTrpjosW7ANQYJ39ZBF1ZyEMEGVB2UsikrserVM/30a/F1dTLnu9bGxEdosugyu5caigjLrR2qiD11asjI1A==
+"@typescript-eslint/tsconfig-utils@^8.65.0":
+  version "8.66.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.66.0.tgz#3a89066c507aa30541dc176804685b4b444e1e52"
+  integrity sha512-9D5gLYZG4rOjcoag8MQ/fWI8WqA9wcPDyOGyWtWFhvM1lHRbliqUSPIY5J3zqCU1tvSwzXxnnjhQhz5Ne7mJ4g==
+
+"@typescript-eslint/type-utils@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.65.0.tgz#d316d7522d93cff4cd14f305e02f3df2d804f9c1"
+  integrity sha512-YjaZ7PRI5qY7ax2L3PbvX0rRyGtipAReCWs0mhhDBHjH/vl0g0BonaGXrKdKpMbIIsMIwDgbk/xzkBTyAltS5g==
  dependencies:
-    "@typescript-eslint/types" "8.60.1"
-    "@typescript-eslint/typescript-estree" "8.60.1"
-    "@typescript-eslint/utils" "8.60.1"
+    "@typescript-eslint/types" "8.65.0"
+    "@typescript-eslint/typescript-estree" "8.65.0"
+    "@typescript-eslint/utils" "8.65.0"
    debug "^4.4.3"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/types@8.60.1", "@typescript-eslint/types@^8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.60.1.tgz#ccdc482ba9e17f9723a10ce240b5e67dad3046c4"
-  integrity sha512-4h0tY8ppCkdCzcrl2YM5M3my0xsE1Tf8om3owEu5oPWmXwkKRmk0j0LGDzYBGUcAlesEbxBhazqu/K4cu3Ug7w==
+"@typescript-eslint/types@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.65.0.tgz#3e86738416a777c8b8925ab46745f48ecf904c9f"
+  integrity sha512-JSSwWNy+H0E/01jJEM+hrX6N0OFDzFzeIhHFSAS01tlVaevpG8cFyYRPhS5yjGOvBUx3sqQHVMjCL1CAZZMxBg==

-"@typescript-eslint/typescript-estree@8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.60.1.tgz#016630b119228bf483ddc652703a6a038f3fdd74"
-  integrity sha512-alpRkfG8hlVE5kdJW2GkfgDgXxold3e8e4l6EnmhRmRLbekgAPCCGDVD++sABy9FcgPFroq+uFcCSM1vR57Cew==
+"@typescript-eslint/types@^8.65.0":
+  version "8.66.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.66.0.tgz#3cacab94d3b564c1d48c56eb37b89f89a6d48479"
+  integrity sha512-H6gcYaSDOyvL3AD/jHUtUFo2jqGgn/F6nuyuZSu0QTesxL+cP4dQoIMrODRofuJC09g64+WgZ6tE19Y1N2YIFQ==
+
+"@typescript-eslint/typescript-estree@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.65.0.tgz#f1f514808f6aa713e2d678ae8ff592a65e1632af"
+  integrity sha512-JboAE2swaYt4tb1fHhHTABE2K+OLy09XfcTbhnk4Pw96f9dd2e9iYsJ28gBggHlo5z5x1rkyWvcPoTuNTd4oGg==
  dependencies:
-    "@typescript-eslint/project-service" "8.60.1"
-    "@typescript-eslint/tsconfig-utils" "8.60.1"
-    "@typescript-eslint/types" "8.60.1"
-    "@typescript-eslint/visitor-keys" "8.60.1"
+    "@typescript-eslint/project-service" "8.65.0"
+    "@typescript-eslint/tsconfig-utils" "8.65.0"
+    "@typescript-eslint/types" "8.65.0"
+    "@typescript-eslint/visitor-keys" "8.65.0"
    debug "^4.4.3"
    minimatch "^10.2.2"
    semver "^7.7.3"
    tinyglobby "^0.2.15"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/utils@8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.60.1.tgz#31cf566095602d9fe8ad91837d2eb520b8de762b"
-  integrity sha512-h2MPBLoNtjc3qZWfY3Tl51yPorQ2McHn8pJfcMNTcIvrrZrr90Ykffit0yjrPFWQcRcUxzH20+6OcVdW4yHtUg==
+"@typescript-eslint/utils@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.65.0.tgz#afedd974a0c8deeef553b509df5800bafd615a72"
+  integrity sha512-gXiwIHsYreboxeJucHKPvgwl7dXt50mF8s1/c00cP/WoVTyWKFdtfhRWwZiXYFU5H2O8vVoSLNrexFZjYS/SGA==
  dependencies:
    "@eslint-community/eslint-utils" "^4.9.1"
-    "@typescript-eslint/scope-manager" "8.60.1"
-    "@typescript-eslint/types" "8.60.1"
-    "@typescript-eslint/typescript-estree" "8.60.1"
+    "@typescript-eslint/scope-manager" "8.65.0"
+    "@typescript-eslint/types" "8.65.0"
+    "@typescript-eslint/typescript-estree" "8.65.0"

-"@typescript-eslint/visitor-keys@8.60.1":
-  version "8.60.1"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.60.1.tgz#165d1d8901137b944efaf18f00ab5ecb57f06995"
-  integrity sha512-EbGRQg4FhrmwLodl+t3JNAnXHWVr9Vp+Zl1QBZVPY4ByfkzIT8cX3K6QWODHtkIZqqJVEWvhHSx3v5PDHsaQag==
+"@typescript-eslint/visitor-keys@8.65.0":
+  version "8.65.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.65.0.tgz#e3704c13cb4a1c22454c1abf28ff4737e15018c6"
+  integrity sha512-8C71BQkGjiMmXtop7pHVJu1l2NNShFdkCyD6a2ezzs5vU/L3LRtb69EtcteFwz0mYMPzIgOw0n6OV4VBUWZd7A==
  dependencies:
-    "@typescript-eslint/types" "8.60.1"
+    "@typescript-eslint/types" "8.65.0"
    eslint-visitor-keys "^5.0.0"

+"@typescript/typescript-aix-ppc64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-aix-ppc64/-/typescript-aix-ppc64-7.0.2.tgz#cdc7ce81d60f1e09034960ddfb1fb880d7a776b6"
+  integrity sha512-MTKKkWB7p/0E9xi1d1tHtZ5PiLkGEMIq88pK2CubZjOsLtYTLqhgIgi6zepFa+9GHZ6h05NMCkQxGKiPXMxXtQ==
+
+"@typescript/typescript-darwin-arm64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-darwin-arm64/-/typescript-darwin-arm64-7.0.2.tgz#a55fdfcfa58df58d27db2237cde6a5c1e35a7235"
+  integrity sha512-gowzar9MwS/aRWp6f3a4KUqzRjAZjOsmGNCM6LcTgXum+dBfgsBVMN+AgvOCCbguXyick6LJhpBszxMebJ8syA==
+
+"@typescript/typescript-darwin-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-darwin-x64/-/typescript-darwin-x64-7.0.2.tgz#38d1c9172800a91d707bec64d2a370a016634db4"
+  integrity sha512-SZ9xZInqApNlNGc9s0W1VSsktYSOe9cFqNOIqmN1Gs8SmkjKZYFt017G4VwPxASInODuAdbTW7sXiFUf893RgA==
+
+"@typescript/typescript-freebsd-arm64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-freebsd-arm64/-/typescript-freebsd-arm64-7.0.2.tgz#f1ff8810030b35d2b5be0db6a2dc650460ea94fa"
+  integrity sha512-W5NH4y/J0plIIS5b2xvTEkU7JFxyqdMAOgf+Ilhl0vHQXKO5dZoxd+C/jEtq56c4F3wk71RB4BMRQ2XdI+bwYQ==
+
+"@typescript/typescript-freebsd-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-freebsd-x64/-/typescript-freebsd-x64-7.0.2.tgz#3d86b03f353c5b1ba95162eb6ce35533bfc294bd"
+  integrity sha512-UMGDx5sTpzNw3WiPebH7l90IWfJggEd+egHt/q6p7/Cm3zqoV7VxkGXt+3DxPIw8CcmvAB0j3sVVfbhX+M4Tpw==
+
+"@typescript/typescript-linux-arm64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-arm64/-/typescript-linux-arm64-7.0.2.tgz#d9334d96d6dac6ff85da9c865588948de939e91f"
+  integrity sha512-Qh4eU4/y3yDjnfjjyPYihMj5/ODIlmt+Bzu17OI+fiSRDW57QmU5SiN63exPRNJPKUzcc1INa1NXdrJ+MqHjUQ==
+
+"@typescript/typescript-linux-arm@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-arm/-/typescript-linux-arm-7.0.2.tgz#ad94b41e1aee2a4dcc6a298c7b67c43345fde32e"
+  integrity sha512-gffT3xPz9sR7j/YJExkyPntrI0P2EP9XbOyWzth2/Gs0RstK+90RBcO0ncXoXy/beYll1SXw846Nf2zdnEz0QQ==
+
+"@typescript/typescript-linux-loong64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-loong64/-/typescript-linux-loong64-7.0.2.tgz#2965aee4fc873360139d893daafe6397a29138ad"
+  integrity sha512-uEHck9i8hoAzXPiYRib1O7miOnz23SxIeVl6F4LXox+qov1K35jHcEW6VHKvZI+pyvl7fZEP4MCU5LYvIq1GuQ==
+
+"@typescript/typescript-linux-mips64el@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-mips64el/-/typescript-linux-mips64el-7.0.2.tgz#1a887a311bed3a833f80bfd4a9ed37c271936cf0"
+  integrity sha512-R4KvAMnE43W5Qeqb0Ly56O3mWMWIAgsMyz36DCaycd5nbg/9kzm0liw3JocfRqyJY0KPmzFjbswozXyW0DnIYA==
+
+"@typescript/typescript-linux-ppc64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-ppc64/-/typescript-linux-ppc64-7.0.2.tgz#8b63c9b2f445b393eb4e43ec21da225dade3577d"
+  integrity sha512-DORx5b3sd/4S7eayxm4FQv+A7CrkUIGRaHiwI8oiHTAI1fAPWhF4J0vAlkC8biAlHSVVwxMQ3tjZ2/DVbnQiiA==
+
+"@typescript/typescript-linux-riscv64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-riscv64/-/typescript-linux-riscv64-7.0.2.tgz#b6e8a35c289b3ea97a92a41d461aaeed0d3b36e1"
+  integrity sha512-wf0jqEDOjrPRnKwYRyyJDRo11KMbvMFrU+q4zqKyChODBzvlkbhNQfKvLxQCcwTpdDaXSHZTVuh0JoCrKCUMHQ==
+
+"@typescript/typescript-linux-s390x@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-s390x/-/typescript-linux-s390x-7.0.2.tgz#2ef96693be4861f6d17965427e5b009cbbed1a3e"
+  integrity sha512-IkwJc3L7yhytWd/ewjyxNDfOmswCm9GWMJT/ue/dU4aZNbwZeYAetq42VyLmsmSjvoX7z74X6ZaYCtzAr0EuGw==
+
+"@typescript/typescript-linux-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-linux-x64/-/typescript-linux-x64-7.0.2.tgz#73269cb0baba50aea0ca060445a6b88e583f1ce2"
+  integrity sha512-EYdf2cNg7rgCWJnxCdJ+F3V39O8ihb37eHAu1LK8oAFizgTQbPOK7zHHXbPt8rX24COqODXeI3sIf0fCXG7H/A==
+
+"@typescript/typescript-netbsd-arm64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-netbsd-arm64/-/typescript-netbsd-arm64-7.0.2.tgz#3a3649f97fafa210b4e6e3798c15e06605c8a901"
+  integrity sha512-+polYF4MF04aPpO5FTkHran9yUQDSXqy5GiSDKpsll5jy3l3+g9QLhpf39T+ePtefhXLOGrLl0QIjkQP6VnelA==
+
+"@typescript/typescript-netbsd-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-netbsd-x64/-/typescript-netbsd-x64-7.0.2.tgz#47ec59491a40c470d2807dc4d2b825528fd979ab"
+  integrity sha512-8YIT0EHM/3dq10ZOVF/A7pc/YSMtbcecct4rWtexrnSCHOPcpC2KTLXfTCR6vDpnSiY12heNb1GiN/wu+T/FyA==
+
+"@typescript/typescript-openbsd-arm64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-openbsd-arm64/-/typescript-openbsd-arm64-7.0.2.tgz#796be8da0bd989d8a3fb96f2801e38a8365b4baf"
+  integrity sha512-APT8+ClYnuYm1u9+kgGXoMj2VzWzcymwh2gNSQVySHfkRDGOTVkoWLjCmOQSaO+PoqQ57B0flRp9SA+7GnnkzQ==
+
+"@typescript/typescript-openbsd-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-openbsd-x64/-/typescript-openbsd-x64-7.0.2.tgz#d37fe2a729eb942c076c454ee7f1815faf7d560f"
+  integrity sha512-yX7s+Q0Dln0Dt9tEzZsAjXXR/+ytBM7AlglaqyeMPxQszJ1JhlJdZ6jLA+IzldHtflX81em7lDao1xXu+aRRkg==
+
+"@typescript/typescript-sunos-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-sunos-x64/-/typescript-sunos-x64-7.0.2.tgz#aba8d3464c3565a7044789baba96916bd4ab2c88"
+  integrity sha512-dLJDGaLZ1D4HPQn62u1n8mBDkJREwMsAkCdkwd4Ieqw+x3TUyTsqY0YiBCtE6H6OzzgGk3iuZ3vFWRS+E8/d1g==
+
+"@typescript/typescript-win32-arm64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-win32-arm64/-/typescript-win32-arm64-7.0.2.tgz#b9de50a17196383f62620b5f9d0a2f34ad3b60d7"
+  integrity sha512-Gyl1Vy6OsWesLzmq+EP0Fb7b4Nid5232AvcA2SFcdYreldpNtYFFofPjnt62y9hQy7VTaZp65ICJjuAQRaVcIQ==
+
+"@typescript/typescript-win32-x64@7.0.2":
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/@typescript/typescript-win32-x64/-/typescript-win32-x64-7.0.2.tgz#cf3b7b0d6ce5635daca4c8e01c189cdcde47ec3c"
+  integrity sha512-0BQ3HkAHHlKLSp1qRvf3SUhGpGsDuhB/jgFw75guyqbxJqEaS0Cw/VFO8i2nHglJUzQCRtMMR/IBAKE3ETMC4g==
+
 acorn-jsx@^5.3.2:
  version "5.3.2"
  resolved "https://registry.yarnpkg.com/acorn-jsx/-/acorn-jsx-5.3.2.tgz#7ed5bb55908b3b2f1bc55c6af1653bada7f07937"
@@ -451,10 +557,10 @@ brace-expansion@^1.1.7:
    balanced-match "^1.0.0"
    concat-map "0.0.1"

-brace-expansion@^5.0.2:
-  version "5.0.2"
-  resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-5.0.2.tgz#b6c16d0791087af6c2bc463f52a8142046c06b6f"
-  integrity sha512-Pdk8c9poy+YhOgVWw1JNN22/HcivgKWwpxKq04M/jTmHyCZn12WPJebZxdjSa5TmBqISrUSgNYU3eRORljfCCw==
+brace-expansion@^5.0.8:
+  version "5.0.9"
+  resolved "https://registry.yarnpkg.com/brace-expansion/-/brace-expansion-5.0.9.tgz#7c72438809b5fa5babf54199a1f1c281a6984fcf"
+  integrity sha512-ScQ4IuvIEF1TMlP7Zt+vjJ//9zlPb2SDcxWxM3bk8s6t6GGdJ7KO1dCcTidOPJKePW30LE/2cT7wCyPho9/Wxg==
  dependencies:
    balanced-match "^4.0.2"

@@ -775,15 +881,15 @@ eslint-visitor-keys@^5.0.0, eslint-visitor-keys@^5.0.1:
  resolved "https://registry.yarnpkg.com/eslint-visitor-keys/-/eslint-visitor-keys-5.0.1.tgz#9e3c9489697824d2d4ce3a8ad12628f91e9f59be"
  integrity sha512-tD40eHxA35h0PEIZNeIjkHoDR4YjjJp34biM0mDvplBe//mB+IHCqHDGV7pxF+7MklTvighcCPPZC7ynWyjdTA==

-eslint@^10.4.1:
-  version "10.4.1"
-  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.4.1.tgz#f6640b176e0912246d9ddbf8fcfa5e8b7f02445a"
-  integrity sha512-AyIKhnOBuOAdueD7RB3xB+YeAWScb9jHsJBgH2Hcde8InP5JYhqrRR6iTMHyTEwgENK54Cp44e4v8BwNhsuHuw==
+eslint@^10.8.0:
+  version "10.8.0"
+  resolved "https://registry.yarnpkg.com/eslint/-/eslint-10.8.0.tgz#e6d19907a3f090a53a022261ba34c5ff6d04908b"
+  integrity sha512-nuKKvN+oIBO0koN7Tm7dlkmnkc21mtt0QJLwAKzjLq14y6lRTdVG36MZHJ8eQHwdJMwZbQNMlPOYedMq/oVJvQ==
  dependencies:
    "@eslint-community/eslint-utils" "^4.8.0"
    "@eslint-community/regexpp" "^4.12.2"
    "@eslint/config-array" "^0.23.5"
-    "@eslint/config-helpers" "^0.6.0"
+    "@eslint/config-helpers" "^0.7.0"
    "@eslint/core" "^1.2.1"
    "@eslint/plugin-kit" "^0.7.2"
    "@humanfs/node" "^0.16.6"
@@ -807,7 +913,7 @@ eslint@^10.4.1:
    imurmurhash "^0.1.4"
    is-glob "^4.0.0"
    json-stable-stringify-without-jsonify "^1.0.1"
-    minimatch "^10.2.4"
+    minimatch "^10.2.5"
    natural-compare "^1.4.0"
    optionator "^0.9.3"

@@ -1279,10 +1385,10 @@ js-tiktoken@^1.0.12:
  dependencies:
    base64-js "^1.5.1"

-js-yaml@^4.1.1:
-  version "4.2.0"
-  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.2.0.tgz#2bd9e85682dd91bd469afb809d816043b3d49524"
-  integrity sha512-ePWsvanv0DWuDRsW8dnt+R4jQ31SCRCQ7hhNcPXZPsoBZiemuZNYGf7adZdqX2D86j6rvKp3RpCxVTSb8WQlOw==
+js-yaml@^4.3.0:
+  version "4.3.1"
+  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.3.1.tgz#01216c001d67f48e2cd560d708c7af21090a3848"
+  integrity sha512-CY6crGq313MX8GkwvB7tzgp99vjQxY1++5y10/BKN/GUfHqWaOGQMNZkBvqSzsZKWk/ijwHlWzzkLulsGHhjWQ==
  dependencies:
    argparse "^2.0.1"

@@ -1342,12 +1448,12 @@ math-intrinsics@^1.1.0:
  resolved "https://registry.yarnpkg.com/math-intrinsics/-/math-intrinsics-1.1.0.tgz#a0dd74be81e2aa5c2f27e65ce283605ee4e2b7f9"
  integrity sha512-/IXtbwEk5HTPyEwyKX6hGkYXxM9nbj64B+ilVJnC/R6B0pH5G4V3b0pVbL7DBj4tkhBAppbQUlf6F6Xl9LHu1g==

-minimatch@^10.2.2, minimatch@^10.2.4:
-  version "10.2.4"
-  resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-10.2.4.tgz#465b3accbd0218b8281f5301e27cedc697f96fde"
-  integrity sha512-oRjTw/97aTBN0RHbYCdtF1MQfvusSIBQM0IZEgzl6426+8jSC0nF1a/GmnVLpfB9yyr6g6FTqWqiZVbxrtaCIg==
+minimatch@^10.2.2, minimatch@^10.2.4, minimatch@^10.2.5:
+  version "10.2.6"
+  resolved "https://registry.yarnpkg.com/minimatch/-/minimatch-10.2.6.tgz#fd956bbe0b77241e9f15ac5dccb1c638060968ef"
+  integrity sha512-vpLQEs+VLCr1nU0BXS07maYoFwlDAH0gngQuuttxIwutDFEMHq2blX+8vpgxDdK3J1PwjCJiep77OitTZ4Ll1A==
  dependencies:
-    brace-expansion "^5.0.2"
+    brace-expansion "^5.0.8"

 minimatch@^3.1.2, minimatch@^3.1.5:
  version "3.1.5"
@@ -1546,10 +1652,10 @@ prettier-linter-helpers@^1.0.1:
  dependencies:
    fast-diff "^1.1.2"

-prettier@^3.8.3:
-  version "3.8.3"
-  resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.8.3.tgz#560f2de55bf01b4c0503bc629d5df99b9a1d09b0"
-  integrity sha512-7igPTM53cGHMW8xWuVTydi2KO233VFiTNyF5hLJqpilHfmn8C8gPf+PS7dUT64YcXFbiMGZxS9pCSxL/Dxm/Jw==
+prettier@^3.9.6:
+  version "3.9.6"
+  resolved "https://registry.yarnpkg.com/prettier/-/prettier-3.9.6.tgz#b3ea5146515d40fc53f18aa63f74dfab1e10dbf6"
+  integrity sha512-OpN0zzVdiaiAhxpuuj5efpIS4sY9j7bY6uR5mnj5yPzGkdkjNKSJeUThPb60Jw29QuAZgA4o+/iB49kFiaBX6g==

 punycode@^2.1.0:
  version "2.3.1"
@@ -1802,17 +1908,17 @@ tsconfig-paths@^3.15.0:
    minimist "^1.2.6"
    strip-bom "^3.0.0"

-turbo@^2.9.16:
-  version "2.9.16"
-  resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.9.16.tgz#ed72ff679c2c54bde0e3a2e40107416181e203a4"
-  integrity sha512-NqgRQy6j6dPYcdSdv0q1g9QsZg7SWg87RERM8otw/1AtKU2yTFVClOM7cbwKzOonZr/Ek1blTBucw64L9H0Bwg==
+turbo@^2.10.8:
+  version "2.10.8"
+  resolved "https://registry.yarnpkg.com/turbo/-/turbo-2.10.8.tgz#09457cb7db79710586da455a29bccc05f15b1b72"
+  integrity sha512-9+8YX5QOkGXzZxcIykTHgaooRHGMWO+jfdyRK0o+rN0U7hBIig2MrJ8r/aNzIPDPhdA73SGb0O+tIztaModTMg==
  optionalDependencies:
-    "@turbo/darwin-64" "2.9.16"
-    "@turbo/darwin-arm64" "2.9.16"
-    "@turbo/linux-64" "2.9.16"
-    "@turbo/linux-arm64" "2.9.16"
-    "@turbo/windows-64" "2.9.16"
-    "@turbo/windows-arm64" "2.9.16"
+    "@turbo/darwin-64" "2.10.8"
+    "@turbo/darwin-arm64" "2.10.8"
+    "@turbo/linux-64" "2.10.8"
+    "@turbo/linux-arm64" "2.10.8"
+    "@turbo/windows-64" "2.10.8"
+    "@turbo/windows-arm64" "2.10.8"

 type-check@^0.4.0, type-check@~0.4.0:
  version "0.4.0"
@@ -1866,10 +1972,31 @@ typed-array-length@^1.0.7:
    possible-typed-array-names "^1.0.0"
    reflect.getprototypeof "^1.0.6"

-typescript@^6.0.3:
-  version "6.0.3"
-  resolved "https://registry.yarnpkg.com/typescript/-/typescript-6.0.3.tgz#90251dc007916e972786cb94d74d15b185577d21"
-  integrity sha512-y2TvuxSZPDyQakkFRPZHKFm+KKVqIisdg9/CZwm9ftvKXLP8NRWj38/ODjNbr43SsoXqNuAisEf1GdCxqWcdBw==
+typescript@^7.0.2:
+  version "7.0.2"
+  resolved "https://registry.yarnpkg.com/typescript/-/typescript-7.0.2.tgz#9ec773d7954a8c182c17cc5bbd575aa28bc51582"
+  integrity sha512-8FYau96o3NKOhbjKi/qNvG/W5jhzxkbdm5sj9AbZ/5T5sWqn3hJgLfGx27sRKZWTvyzCP8dLRBTf5tBTSRVUNA==
+  optionalDependencies:
+    "@typescript/typescript-aix-ppc64" "7.0.2"
+    "@typescript/typescript-darwin-arm64" "7.0.2"
+    "@typescript/typescript-darwin-x64" "7.0.2"
+    "@typescript/typescript-freebsd-arm64" "7.0.2"
+    "@typescript/typescript-freebsd-x64" "7.0.2"
+    "@typescript/typescript-linux-arm" "7.0.2"
+    "@typescript/typescript-linux-arm64" "7.0.2"
+    "@typescript/typescript-linux-loong64" "7.0.2"
+    "@typescript/typescript-linux-mips64el" "7.0.2"
+    "@typescript/typescript-linux-ppc64" "7.0.2"
+    "@typescript/typescript-linux-riscv64" "7.0.2"
+    "@typescript/typescript-linux-s390x" "7.0.2"
+    "@typescript/typescript-linux-x64" "7.0.2"
+    "@typescript/typescript-netbsd-arm64" "7.0.2"
+    "@typescript/typescript-netbsd-x64" "7.0.2"
+    "@typescript/typescript-openbsd-arm64" "7.0.2"
+    "@typescript/typescript-openbsd-x64" "7.0.2"
+    "@typescript/typescript-sunos-x64" "7.0.2"
+    "@typescript/typescript-win32-arm64" "7.0.2"
+    "@typescript/typescript-win32-x64" "7.0.2"

 unbox-primitive@^1.1.0:
  version "1.1.0"
@@ -1888,11 +2015,6 @@ uri-js@^4.2.2:
  dependencies:
    punycode "^2.1.0"

-uuid@^14.0.0:
-  version "14.0.0"
-  resolved "https://registry.yarnpkg.com/uuid/-/uuid-14.0.0.tgz#0af883220163d264ffe0c084f6b8a89b9666966d"
-  integrity sha512-Qo+uWgilfSmAhXCMav1uYFynlQO7fMFiMVZsQqZRMIXp0O7rR7qjkj+cPvBHLgBqi960QCoo/PH2/6ZtVqKvrg==
-
 which-boxed-primitive@^1.1.0, which-boxed-primitive@^1.1.1:
  version "1.1.1"
  resolved "https://registry.yarnpkg.com/which-boxed-primitive/-/which-boxed-primitive-1.1.1.tgz#d76ec27df7fa165f18d5808374a5fe23c29b176e"
@@ -1 +1 @@
-__version__ = "0.4.30"
+__version__ = "0.4.31"
@@ -1786,8 +1786,12 @@ def deploy_list(api_key: str | None, host_url: str | None, name_contains: str) -
        client,
        lambda c: c.list_deployments(name_contains=name_contains),
    )
-    resources = response.get("resources", []) if isinstance(response, dict) else []
-    deployments = [item for item in resources if isinstance(item, dict)]
+    resources = response.get("resources") if isinstance(response, dict) else None
+    deployments = (
+        [item for item in resources if isinstance(item, dict)]
+        if isinstance(resources, list)
+        else []
+    )
    if not deployments:
        click.echo("No deployments found.")
        return
@@ -1831,8 +1835,12 @@ def deploy_revisions_list(
        client,
        lambda c: c.list_revisions(deployment_id, limit=limit),
    )
-    resources = response.get("resources", []) if isinstance(response, dict) else []
-    revisions = [item for item in resources if isinstance(item, dict)]
+    resources = response.get("resources") if isinstance(response, dict) else None
+    revisions = (
+        [item for item in resources if isinstance(item, dict)]
+        if isinstance(resources, list)
+        else []
+    )
    if not revisions:
        click.echo(f"No revisions found for deployment {deployment_id}.")
        return
@@ -23,7 +23,7 @@ dependencies = [
 path = "langgraph_cli/__init__.py"
 [project.optional-dependencies]
 inmem = [
-    "langgraph-api>=0.5.35,<0.12.0 ; python_version >= '3.11'",
+    "langgraph-api>=0.5.35,<1.0.0 ; python_version >= '3.11'",
    "langgraph-runtime-inmem>=0.7 ; python_version >= '3.11'",
 ]

@@ -72,9 +72,15 @@ lint.select = [
  "UP", # pyupgrade
  "B",  # flake8-bugbear
  "I",  # isort
+  "PLC0415",  # import-outside-top-level
+  "RUF100",  # unused noqa directive
  "UP", # pyupgrade
 ]
 lint.ignore = ["E501", "B008"]
+# PLC0415 (import-outside-top-level) is enforced in tests only. Library code
+# still has deferred imports that have not been reviewed, so it stays exempt
+# for now.
+lint.per-file-ignores = { "langgraph_cli/**" = ["PLC0415"], "generate_schema.py" = ["PLC0415"] }
 target-version = "py310"

 [tool.ty.rules]
@@ -11,6 +11,7 @@ from langgraph_cli.archive import (
    _tar_filter,
    create_archive,
 )
+from langgraph_cli.config import LocalDeps

 # ---------------------------------------------------------------------------
 # _tar_filter
@@ -198,7 +199,6 @@ class TestCreateArchive:

    @patch("langgraph_cli.archive._assemble_local_deps")
    def test_yields_archive_with_config(self, mock_deps, tmp_path):
-        from langgraph_cli.config import LocalDeps

        config_file = self._make_project(tmp_path)
        mock_deps.return_value = LocalDeps(
@@ -218,7 +218,6 @@ class TestCreateArchive:

    @patch("langgraph_cli.archive._assemble_local_deps")
    def test_excludes_pycache(self, mock_deps, tmp_path):
-        from langgraph_cli.config import LocalDeps

        config_file = self._make_project(tmp_path)
        mock_deps.return_value = LocalDeps(
@@ -232,7 +231,6 @@ class TestCreateArchive:

    @patch("langgraph_cli.archive._assemble_local_deps")
    def test_cleans_up_tmp_dir_on_normal_exit(self, mock_deps, tmp_path):
-        from langgraph_cli.config import LocalDeps

        config_file = self._make_project(tmp_path)
        mock_deps.return_value = LocalDeps(
@@ -247,7 +245,6 @@ class TestCreateArchive:

    @patch("langgraph_cli.archive._assemble_local_deps")
    def test_cleans_up_tmp_dir_on_exception(self, mock_deps, tmp_path):
-        from langgraph_cli.config import LocalDeps

        config_file = self._make_project(tmp_path)
        mock_deps.return_value = LocalDeps(
@@ -264,7 +261,6 @@ class TestCreateArchive:
    @patch("langgraph_cli.archive._assemble_local_deps")
    @patch("langgraph_cli.archive._MAX_SIZE", 10)
    def test_raises_on_oversized_archive(self, mock_deps, tmp_path):
-        from langgraph_cli.config import LocalDeps

        config_file = self._make_project(tmp_path)
        mock_deps.return_value = LocalDeps(
@@ -278,7 +274,6 @@ class TestCreateArchive:
    @patch("langgraph_cli.archive._assemble_local_deps")
    def test_handles_extra_contexts(self, mock_deps, tmp_path):
        """Monorepo case: project + sibling dependency directory."""
-        from langgraph_cli.config import LocalDeps

        project = tmp_path / "myproject"
        project.mkdir()
@@ -347,7 +347,6 @@ class TestCallHostBackendWithOptionalTenant:

    def test_workspace_prompt_blocked_by_no_input(self, monkeypatch):
        """With _no_input=True, 403 requiring workspace should raise ClickException."""
-        import langgraph_cli.deploy as deploy_mod

        monkeypatch.setattr(deploy_mod, "_no_input", True)

@@ -515,7 +514,6 @@ class TestEmitterTextMode:

 class TestCreateHostBackendClientNoInput:
    def test_raises_when_no_api_key_and_no_input(self, monkeypatch, tmp_path):
-        import langgraph_cli.deploy as deploy_mod

        monkeypatch.setattr(deploy_mod, "_no_input", True)
        monkeypatch.delenv("LANGSMITH_API_KEY", raising=False)
@@ -530,7 +528,6 @@ class TestCreateHostBackendClientNoInput:
            )

    def test_succeeds_with_api_key_in_env(self, monkeypatch, tmp_path):
-        import langgraph_cli.deploy as deploy_mod

        monkeypatch.setattr(deploy_mod, "_no_input", True)
        monkeypatch.setenv("LANGSMITH_API_KEY", "lsv2_test")
@@ -158,7 +158,7 @@ name = "blockbuster"
 version = "1.5.26"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "forbiddenfruit", marker = "python_full_version >= '3.11' and implementation_name == 'cpython'" },
+    { name = "forbiddenfruit", marker = "implementation_name == 'cpython'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/55/e0/dcbab602790a576b0b94108c07e2c048e5897df7cc83722a89582d733987/blockbuster-1.5.26.tar.gz", hash = "sha256:cc3ce8c70fa852a97ee3411155f31e4ad2665cd1c6c7d2f8bb1851dab61dc629", size = 36085, upload-time = "2025-12-05T10:43:47.735Z" }
 wheels = [
@@ -363,14 +363,14 @@ wheels = [

 [[package]]
 name = "click"
-version = "8.4.1"
+version = "8.4.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "colorama", marker = "sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/9b/98/518d8e5081007684232226f475082b30087d0f585e8457db087298259f49/click-8.4.1.tar.gz", hash = "sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96", size = 353007, upload-time = "2026-05-22T04:08:37.769Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/76/d4/81420972a676e8ffea40450d8c8c92943e7218a78fe9b64359836cc9876b/click-8.4.2.tar.gz", hash = "sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6", size = 338000, upload-time = "2026-06-24T17:45:15.148Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c7/0d/67e5b4109ea4a837e80daa87c2c696711955e40449a97e8926672534def2/click-8.4.1-py3-none-any.whl", hash = "sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2", size = 116639, upload-time = "2026-05-22T04:08:35.26Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/e2/79c688af8b210d232694e31e59da9f6ec747bae31c3f5946e4e9b98860d5/click-8.4.2-py3-none-any.whl", hash = "sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76", size = 119243, upload-time = "2026-06-24T17:45:13.73Z" },
 ]

 [[package]]
@@ -384,11 +384,11 @@ wheels = [

 [[package]]
 name = "codespell"
-version = "2.4.2"
+version = "2.4.3"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/2d/9d/1d0903dff693160f893ca6abcabad545088e7a2ee0a6deae7c24e958be69/codespell-2.4.2.tar.gz", hash = "sha256:3c33be9ae34543807f088aeb4832dfad8cb2dae38da61cac0a7045dd376cfdf3", size = 352058, upload-time = "2026-03-05T18:10:42.936Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/80/19/45e941380f69c042b43423513d201e6592346f992394347f5e7174c31407/codespell-2.4.3.tar.gz", hash = "sha256:cbe085e331227b37bb86ef8bddd08dc768c704ee9a07ca869852c093fa2793e2", size = 352773, upload-time = "2026-07-15T11:51:54.159Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/42/a1/52fa05533e95fe45bcc09bcf8a503874b1c08f221a4e35608017e0938f55/codespell-2.4.2-py3-none-any.whl", hash = "sha256:97e0c1060cf46bd1d5db89a936c98db8c2b804e1fdd4b5c645e82a1ec6b1f886", size = 353715, upload-time = "2026-03-05T18:10:41.398Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/bf/bdb951d34eb169140b546f44be9ec4525d1acefb9eb5572071f5492b19fc/codespell-2.4.3-py3-none-any.whl", hash = "sha256:af2505b335e8573dbd2d384d1c4ef498f4006f4ba2d6fceca01e55b91f52628a", size = 340736, upload-time = "2026-07-15T11:51:52.925Z" },
 ]

 [[package]]
@@ -405,7 +405,7 @@ name = "croniter"
 version = "6.2.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "python-dateutil", marker = "python_full_version >= '3.11'" },
+    { name = "python-dateutil" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/df/de/5832661ed55107b8a09af3f0a2e71e0957226a59eb1dcf0a445cce6daf20/croniter-6.2.2.tar.gz", hash = "sha256:ba60832a5ec8e12e51b8691c3309a113d1cf6526bdf1a48150ce8ec7a532d0ab", size = 113762, upload-time = "2026-03-15T08:43:48.112Z" }
 wheels = [
@@ -414,62 +414,59 @@ wheels = [

 [[package]]
 name = "cryptography"
-version = "48.0.1"
+version = "50.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/12/45/870e7f4bef50e5f53b9f51d4428aee5290eedf58ba443f16b1ebb7ab8e66/cryptography-48.0.1.tar.gz", hash = "sha256:266f4ee051abb2f725b74ef8072b521ce1feacf685a3364fa6a6b45548db791a", size = 832989, upload-time = "2026-06-09T22:32:31.8Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/de/41/6cbdcf9142d00fe82836fbb51e503e58088575cf7a0fe1dbff6695bf0840/cryptography-50.0.0.tar.gz", hash = "sha256:eeac2acb5a20ed25e0ad6d1df9891a520b78b404266b6d11778f25d5d691a6c9", size = 880201, upload-time = "2026-07-31T14:25:10.11Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1b/bc/ee4137cbbe105652c0ee4252792b78fc8e7afa4b8e61d9d5dc05a7f45731/cryptography-48.0.1-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:3e4a1a3232eef2e6c732827d5722db29a0cc8b27af2a4d865b094cf954be9ca1", size = 8008324, upload-time = "2026-06-09T22:31:00.702Z" },
-    { url = "https://files.pythonhosted.org/packages/d5/85/6379d42181bfc713094f081360fc5784d6c816b599d45e7f082502d173ce/cryptography-48.0.1-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:32143b24adb918f078134e1e230f1eb8cc04886b92c28b5f0041aaf3e5699225", size = 4696243, upload-time = "2026-06-09T22:32:33.446Z" },
-    { url = "https://files.pythonhosted.org/packages/9c/87/c85d147b53323c7eb4d850920c8901377323c2a0ff8d79c262d4fee89aa2/cryptography-48.0.1-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f0d27a5696721ef7a672b8c810f6aded391058e0b9486e63e6d93baf765da691", size = 4713235, upload-time = "2026-06-09T22:31:40.141Z" },
-    { url = "https://files.pythonhosted.org/packages/79/58/67cbf8cf1ee7c54b439ca07bbecf8362c07afc11a3724fea70f745784add/cryptography-48.0.1-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eb86ce1af36fe65041b6db9a8bb064ee621a7e5fded0f80d475ec243477cd242", size = 4702323, upload-time = "2026-06-09T22:31:42.191Z" },
-    { url = "https://files.pythonhosted.org/packages/89/c6/24266ac10c47f6cd2a865f4446062b466da1d1f10b27189eac00e61bf0c9/cryptography-48.0.1-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:b024e784ad6c077ee0147b35ea9cbfc1e34e1fd4c1dcca214c2794d73a12df08", size = 5300085, upload-time = "2026-06-09T22:31:58.703Z" },
-    { url = "https://files.pythonhosted.org/packages/d2/bb/cc4b78784f97efc8c5874c2a9743708d172be6663024b34a0467885ae0c8/cryptography-48.0.1-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3752f2dbc8f07a30aad2932c986cea495b03bb554887828225da104f732852b6", size = 4746137, upload-time = "2026-06-09T22:31:31.01Z" },
-    { url = "https://files.pythonhosted.org/packages/1f/52/0c44de3f5267f8fbe8e835138017522a333436166e406f0db9b9e6e3033f/cryptography-48.0.1-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:bd81490cd5801d755cf97bb68ac191f14b708470b1c7cf4580f669b9c9264cd8", size = 4333867, upload-time = "2026-06-09T22:32:28.096Z" },
-    { url = "https://files.pythonhosted.org/packages/9a/2e/772d7adbfa931537bc401640b7cac9976bff689bda187833e5d63b428e49/cryptography-48.0.1-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:66fd0771e7b9c6dcd44cf1120690d2338d16d72795cf40cae2786a39eba65429", size = 4701805, upload-time = "2026-06-09T22:31:38.284Z" },
-    { url = "https://files.pythonhosted.org/packages/f8/a3/b06844f303873493c963caf581c04df31c7035e0c1b0f02c4814d319ec80/cryptography-48.0.1-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:3fd2ca57062b241c856670b073487d2e86c4637937ca5601e48f97bf8e11fc8f", size = 5258461, upload-time = "2026-06-09T22:31:04.187Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/13/8b765e2e12b07c74941caadb9d1c8fdc006c4dfbf2b8f2d610519758954d/cryptography-48.0.1-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:0ee6ea481db1ab889cba043ec1eda17bb9c1ea79db6722f779c3667f9f70322f", size = 4745488, upload-time = "2026-06-09T22:32:30.07Z" },
-    { url = "https://files.pythonhosted.org/packages/2e/aa/48972bce55049b32a94f4907eda4d75fa385aad8a39506cc2fc72196ecf0/cryptography-48.0.1-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:f2ceef93cb096aa3c4cc4b5c94ca6131f9196d28c64d6111533402a9b2054d41", size = 4830256, upload-time = "2026-06-09T22:31:43.868Z" },
-    { url = "https://files.pythonhosted.org/packages/47/a2/e5079a032fb85cf6005046ca92bbd78b0c82dad2b5751ab8c311659da06f/cryptography-48.0.1-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:9bd3f92d76217892b15df84ca256c2c113d386fdda7a7d8691aeeced976507c6", size = 4979117, upload-time = "2026-06-09T22:31:05.845Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/a0/8f50cae9c74e718ed769d63ed5c74bd0ea830c9550a74629cebd1b9c7bc7/cryptography-48.0.1-cp311-abi3-win32.whl", hash = "sha256:b9a32b876490d66c8bcc9963ef220199569748434ab01a9d6aaeabf88e7f5158", size = 3304154, upload-time = "2026-06-09T22:32:16.845Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/69/0572c77dbace6fef72f33755bd52ea399c71367250d366237f8691826b9e/cryptography-48.0.1-cp311-abi3-win_amd64.whl", hash = "sha256:39489bfca54c7a1f6b297efcd8bc608ab92d16c4ca631b0cad4da46724588b24", size = 3817138, upload-time = "2026-06-09T22:32:00.388Z" },
-    { url = "https://files.pythonhosted.org/packages/42/06/3e768b4c3bc78201583fa35a0e18f640dd782ff41afba88f8545481a8874/cryptography-48.0.1-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:f817adc181390bd54f2f700107a7419040fb7c1bdf2fc26f36551a06a68c3345", size = 7989830, upload-time = "2026-06-09T22:31:07.8Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/13/6476736484b94041110c8340a3eb63962fea4975baea8cb4a512adb44d4d/cryptography-48.0.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d5d30989c6917b478b5817902e85fddaea2261efa8648383d965381ccb9e1ac4", size = 4689201, upload-time = "2026-06-09T22:31:09.745Z" },
-    { url = "https://files.pythonhosted.org/packages/79/62/65a87f34d2a431546e2509b85d55e8c90df86d668f6731da64d538512ac2/cryptography-48.0.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:df637c05205ea7c1d7fbcbe54bbfea648a52951155f997af13d895d0ecc96991", size = 4702822, upload-time = "2026-06-09T22:32:24.409Z" },
-    { url = "https://files.pythonhosted.org/packages/7f/59/810b5204b0a9b10f4b6bc06bd551a8b609803cd931806bc3b71884b225e5/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:869c3b8a53bfe27147832df48b32adadf558249d50e76cb3769d40e986b13265", size = 4694875, upload-time = "2026-06-09T22:32:08.737Z" },
-    { url = "https://files.pythonhosted.org/packages/24/dc/d8ca05ffea724eec6d232ea6f18e74c269eb6bdfdcc9bfba689790d1325f/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:e361afba8918070d376df76f408a4f67fec0ee9cff81a99e48fe9a233ef59e17", size = 5290385, upload-time = "2026-06-09T22:31:15.212Z" },
-    { url = "https://files.pythonhosted.org/packages/03/8c/3be6cb4da181f5bb6c19cf560c2359d60644a6b5fc5b57854e528f47b296/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:d069066deead00ac7f090be101be875a06855908f7ec004c27b8fefb4acfb411", size = 4737082, upload-time = "2026-06-09T22:32:22.66Z" },
-    { url = "https://files.pythonhosted.org/packages/aa/f6/d5f60a5a1434dbfd949e227fd0065d194c7e6b6ac526b17f5c06152b8231/cryptography-48.0.1-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:09f73a725d582cef64b91281a322cd798d14a33b2b6f2b7ad9531dc336d84c02", size = 4325328, upload-time = "2026-06-09T22:32:10.777Z" },
-    { url = "https://files.pythonhosted.org/packages/17/b7/ba75dd947a14b6ad907b01ae8f6b5b348cdd1b48142f0063dee9e20c1d9d/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:15254441469dd6bf027039453288e2072124f8b6603563f5d759e1c9b69273fa", size = 4694530, upload-time = "2026-06-09T22:31:53.105Z" },
-    { url = "https://files.pythonhosted.org/packages/62/29/50d6b9e8aff12d8b67afaeb3569335e32dc83a5723e3bbded24fdac9f809/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:8ace4507d1e6533c125f4fac754f8bb8b6a74c08e92179dabd7e16571a3efbf3", size = 5245046, upload-time = "2026-06-09T22:31:25.774Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/04/618f4115cfc0add0838c82507aa18a346089428da8653ad38b3ff36f5cb3/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:b4e391975f038e66432328639620a4aff2d307513b004f1ca06d6225bced815c", size = 4736660, upload-time = "2026-06-09T22:32:12.676Z" },
-    { url = "https://files.pythonhosted.org/packages/24/9c/06e062462a0de28a3b3911322eded4c16deb9f441b1b7575d3dc59488ab5/cryptography-48.0.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:42fcd8e26fe555d9b3577a135f5091fefa0aa4e99129c23fb56787a1bd4ada72", size = 4822229, upload-time = "2026-06-09T22:31:17.062Z" },
-    { url = "https://files.pythonhosted.org/packages/f4/be/0561971eaaee4b8a0e7d5113c536921063ab91aaf23278ac374eaf881e11/cryptography-48.0.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c1400da5e32a43253392277eac7490a60e497d810a63dd5608d71bbd7af507c9", size = 4966364, upload-time = "2026-06-09T22:31:32.842Z" },
-    { url = "https://files.pythonhosted.org/packages/a4/27/728c77876f12b000820b69ae490f3c4083775e79e07827e9e60be07ad209/cryptography-48.0.1-cp314-cp314t-win32.whl", hash = "sha256:0df56b056bc17c1b7d6821dfa65216e62bd232d8ab05eb3db44e71d235651471", size = 3278498, upload-time = "2026-06-09T22:31:29.154Z" },
-    { url = "https://files.pythonhosted.org/packages/06/e3/79a612c6d7b1e6ee0edd43633d53035bec2cfb78c82b76f7864f39e36f34/cryptography-48.0.1-cp314-cp314t-win_amd64.whl", hash = "sha256:9de21387aa95e2a895823d0745b430bed4f33503ba9ab5e0b5311f33e37d66d2", size = 3798790, upload-time = "2026-06-09T22:31:56.697Z" },
-    { url = "https://files.pythonhosted.org/packages/ca/6c/00fa2a95997164c8b2072ce327c23d4ab20809ccc323ea5fab91e53a4bba/cryptography-48.0.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:4fdc69f8e4316bcf0c8c8ec1f26f285d12e8142d88d96c876a59a03be3f6ae67", size = 7987408, upload-time = "2026-06-09T22:32:20.777Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/d9/45f309a7e4e5f3f8f121d6d3be9e94024a7726ec598d6e08ae04edb2f04d/cryptography-48.0.1-cp39-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:48fe40804d4caa2288f24e70ca8c64c42dd826da0ad7e4f1b41b2128d679e6c8", size = 4690196, upload-time = "2026-06-09T22:31:54.74Z" },
-    { url = "https://files.pythonhosted.org/packages/5f/9f/a1bc8bcc798811b8527eb374bbccf30a3f3e806829d967118222bf1125eb/cryptography-48.0.1-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:86be3b1b0b6bf09482fb50a979c508d2950ed95f5621ec77f4e385962006b83a", size = 4696782, upload-time = "2026-06-09T22:31:45.615Z" },
-    { url = "https://files.pythonhosted.org/packages/66/c2/81a4fb4e4373c500bb526bc337ac5719dd31dd15b970b84a238168c6aa08/cryptography-48.0.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:4ab0a343c807bbcd90c971cd1ecf072937cd01847a9e002bef88fb47ac6be577", size = 4696618, upload-time = "2026-06-09T22:31:11.564Z" },
-    { url = "https://files.pythonhosted.org/packages/e5/0b/aa68b221dde92d09cb29a024ede17550ee21e77a404e59fc093c82bb51e1/cryptography-48.0.1-cp39-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:9621de99d2da096006b629979efd8ae7eb2d8b822488d0c89ee4000c306c59b1", size = 5289970, upload-time = "2026-06-09T22:31:20.368Z" },
-    { url = "https://files.pythonhosted.org/packages/78/13/fba657f958d2af66ea959a4ba01212632089249d34af1ae48054136344d7/cryptography-48.0.1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:88c852a0ae366e262e5a1744b685e6a433dc8788dd2a277e418bf4904203609d", size = 4731873, upload-time = "2026-06-09T22:31:22.253Z" },
-    { url = "https://files.pythonhosted.org/packages/4c/4c/9a964756d24a26b3e34dfcb16f961b89838786e6700b635b0d1e3adff4b6/cryptography-48.0.1-cp39-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:43c5835e2cb98c8733d86f57d6fc879b613f5c3478607281c3e36daffc6dd8a6", size = 4330804, upload-time = "2026-06-09T22:31:36.56Z" },
-    { url = "https://files.pythonhosted.org/packages/4b/0f/a10f3a6eb12950a10e3a874070283aa2dd5875b2bfd15fad8a3e17b3f13e/cryptography-48.0.1-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:fe0180af5bf9236518a087e35bf2d9a347d5f5f51e63c579d683ddff424e3d46", size = 4696217, upload-time = "2026-06-09T22:31:13.351Z" },
-    { url = "https://files.pythonhosted.org/packages/f3/6f/5cd12f951165ea73ef85266775d97e4c763b2474ccfd816dd69d3a18d6f8/cryptography-48.0.1-cp39-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:b7a2d1a937a738a881737cec135a38bb61470589b17515b9f73f571d0ae10401", size = 5245252, upload-time = "2026-06-09T22:32:02.193Z" },
-    { url = "https://files.pythonhosted.org/packages/68/ab/8aaa12e4516ec4464033ab79b6f3b592bd5a92102467c4ace8a0d970203f/cryptography-48.0.1-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:b74ca3b8e5ecdd833bf6a002ca41b4793bb27fb8f1c06ffaf2643c9e9140e31b", size = 4731388, upload-time = "2026-06-09T22:32:04.019Z" },
-    { url = "https://files.pythonhosted.org/packages/1b/24/50027ea4dca85ec1f40688f3c24fb32ccacd520583c9592c3cc95628e6fb/cryptography-48.0.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:2c37f2461406063b417837f5f3daab668652acd82423efcd7f0a9f04be972de1", size = 4824186, upload-time = "2026-06-09T22:32:18.707Z" },
-    { url = "https://files.pythonhosted.org/packages/52/41/04cb5eb17085ade6f50cc611fb657df6a0f5885350de8764ece89c050197/cryptography-48.0.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:86fe77abb1bd87afb251d4d02ada7ecf53a32cee9b67d976abb2e45a13297475", size = 4964539, upload-time = "2026-06-09T22:31:18.793Z" },
-    { url = "https://files.pythonhosted.org/packages/36/bf/ed70785c496e89d7e73b7cda2d21f2447fd6d4e821714b8d04ff217fed92/cryptography-48.0.1-cp39-abi3-win32.whl", hash = "sha256:6b2c0c3e6ccf3ade7750f836ef3ee36eea250cc467d45c256895573ac08cc6f1", size = 3282307, upload-time = "2026-06-09T22:30:53.162Z" },
-    { url = "https://files.pythonhosted.org/packages/b3/ff/371ea7d252656ee1eb6d83eeeef3d1d0c6baf1d6497687d081ea03814670/cryptography-48.0.1-cp39-abi3-win_amd64.whl", hash = "sha256:9a49ca6c81417f6a5edb50375a60cccdd70fa0a91a5211829dbea74eba94d2ac", size = 3793408, upload-time = "2026-06-09T22:32:15.191Z" },
-    { url = "https://files.pythonhosted.org/packages/a9/d3/eb4e394e587341fdad09a09101fa76478ead3a78b0ad63e55c22f0d75c02/cryptography-48.0.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:08a597acce1ff37f347400087776599e2348a3a8bc53b44120e463cd274efe4a", size = 3951747, upload-time = "2026-06-09T22:31:23.871Z" },
-    { url = "https://files.pythonhosted.org/packages/e0/4a/3f43451b4f858bfceaaaffc649e6e787e8d4fb332a1d443af39ab02cc8f1/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:735824ec41b7f74a7c45fb1591349333e4c696cb6c044e5f46356e560143e4cd", size = 4641226, upload-time = "2026-06-09T22:31:02.532Z" },
-    { url = "https://files.pythonhosted.org/packages/73/4e/855584c2c23b09e4ce2d3b9c30e983e679cd60b068c513c6bbdb91e11782/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:92a46e1d638daa264ba2971c0b0489c9409787943efae4d60ffda3d091ef832c", size = 4668958, upload-time = "2026-06-09T22:32:06.213Z" },
-    { url = "https://files.pythonhosted.org/packages/42/3b/d35750e41d803d1e516fd6d6011f065424924da7af1748cef4cc9cb3ede1/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:7e234ac052af99f2700826a5c29ea99d9c1b1f80341cde62d11c8154dc8e0bd9", size = 4640793, upload-time = "2026-06-09T22:32:26.331Z" },
-    { url = "https://files.pythonhosted.org/packages/ca/aa/cdb7181fe865285e87e96825aaab239400f1de0c3bfba9bd9769b79f1a92/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:33842cf0888951cef5bc7ac724ab844a42044c1727b967b7f8997289a0464f92", size = 4668505, upload-time = "2026-06-09T22:31:27.534Z" },
-    { url = "https://files.pythonhosted.org/packages/5d/8c/ce3823c06c2804f194f9e64f0d67fa3f4094a39f2bb1a990cd03603af8fc/cryptography-48.0.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:6184ca7b174f28d7c703f1290d4b297217c45355f77a98f67e9b7f14549ac54a", size = 3742204, upload-time = "2026-06-09T22:31:34.773Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/5c/59086b4aac5e879d38ddbcf74e4be7ade89cebc3eb199a55da998c3bb46a/cryptography-50.0.0-cp311-abi3-macosx_11_0_arm64.whl", hash = "sha256:031e2d5dd4bb9caa3ca9c82e5a197fd8ae680232cee62603d1a813f3f07e3d03", size = 4001252, upload-time = "2026-07-31T14:23:33.331Z" },
+    { url = "https://files.pythonhosted.org/packages/57/ef/8f2df13c7216bcad3e1c74e07f6e193d93e998e114f524a53877c9af27ad/cryptography-50.0.0-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fd9192b7b70c573d7f214eb1ae35e00d359f6f5e4b27c7e21e30de1fc6204645", size = 4719554, upload-time = "2026-07-31T14:23:35.611Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/41/029086c34d91052fc3b88bcc8056f709a7c915c7a23b235a54eb800b1c97/cryptography-50.0.0-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:06a32a980526a6ab9a4b9bf8f7385800791e2bb960903cb6b530e4817509a3b7", size = 4702130, upload-time = "2026-07-31T14:23:37.635Z" },
+    { url = "https://files.pythonhosted.org/packages/7d/ff/b6ce0954962e7f7b969f850a883744197bb3910bdfd7b6da162eab7d9f68/cryptography-50.0.0-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:a1b30560f2acc95aa8b2e06e716a13dbfc97314747b80d9707e307f77b40d6b3", size = 4725244, upload-time = "2026-07-31T14:23:39.471Z" },
+    { url = "https://files.pythonhosted.org/packages/06/1e/63a1027cb7fec360a182208e1b7767d5aa1fe57be3d6aa856e69a321edc0/cryptography-50.0.0-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:8d89f3976b10b4ce31118de72329025f70d2c6ead14a8217c5514dd2c6d5a78f", size = 5342265, upload-time = "2026-07-31T14:23:41.286Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/72/a1116d683a6d7ece94590013882515de087edf9ef0e6292aae615a44df73/cryptography-50.0.0-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:b42a28c1844fd9de8f3f7d540e36b66f3a9c83fceac7170ebc7a6a19edd9dcae", size = 4734609, upload-time = "2026-07-31T14:23:43.139Z" },
+    { url = "https://files.pythonhosted.org/packages/15/37/36a9c479bbe49acea2636c7fd3360d20f7b7e079c300352011c44850b181/cryptography-50.0.0-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:900131fafd8aead39ac7dd3a7e833be754c17a95cfd91221636949fe4eb0aa8a", size = 4356517, upload-time = "2026-07-31T14:23:44.939Z" },
+    { url = "https://files.pythonhosted.org/packages/32/98/8a151d64367204cbc63ec65d37502f1d9c53cf4bfc6ec3c532614dbec60d/cryptography-50.0.0-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:07949c449a1abcf60d1ee6e88956d89404c7df3c8258f46589e912988e551987", size = 4724529, upload-time = "2026-07-31T14:23:46.93Z" },
+    { url = "https://files.pythonhosted.org/packages/22/f6/ec13b470172126464a86bf54d2294a46d29837fc51ba3e45d4047946fb5e/cryptography-50.0.0-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:f89831ef99dd7dd169ab06d63a831adb9e20a87aac6d380266bbda5823349169", size = 5299852, upload-time = "2026-07-31T14:23:48.851Z" },
+    { url = "https://files.pythonhosted.org/packages/da/3a/f05e32c99d440c9bb891ea0e36c9091891e36be5a9a87ab2ee6ea20729f6/cryptography-50.0.0-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:82148ec5bddac30b51a5b3c1945075f896fa022cb93f8e4a01e9f6ee95292c5f", size = 4734462, upload-time = "2026-07-31T14:23:50.861Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/dc/bd72b26be8953f80625f63151efd38eee71c76ca6cf591c08ff34615a79e/cryptography-50.0.0-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:1489e263a8048bb8b6a8bac662eb2d402ea5d2b7b4699b72f385f1e2772db105", size = 4852708, upload-time = "2026-07-31T14:23:52.715Z" },
+    { url = "https://files.pythonhosted.org/packages/27/20/c930314a2ab476d15dec966ec87e2e9637bb02b06106b12c0396c57bb603/cryptography-50.0.0-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:7cec5b856506da6defb290f30c9ee687d5f5e8cb0bd3f6459dde43b0b4fa40ef", size = 5004179, upload-time = "2026-07-31T14:23:54.887Z" },
+    { url = "https://files.pythonhosted.org/packages/32/2e/c9db68a0c4bfa28e310707527c0ee3a2bd254104d2e02e68f368e197aa4c/cryptography-50.0.0-cp311-abi3-win_amd64.whl", hash = "sha256:bd1c592e4d5974f0d08d4888e432157adba757c66da0246918e43677fafa2d30", size = 3840395, upload-time = "2026-07-31T14:23:56.677Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/fb/951032a3bf22a5697c83183fb6294a4843772947a70e616c57b3ff5f522e/cryptography-50.0.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:49e7d93abdbd2990caced757e5fade25302f719c3c8fb6e6fff2dde98999fc41", size = 3989258, upload-time = "2026-07-31T14:23:58.881Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/67/91eb047e69c5e845f2f14b8a2e4a1aab0f283cb885531e9e22c8adb176bc/cryptography-50.0.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:19736989797678c6af1e55cd49055cdbcb55d8f6b5583ac5335f933aba9101dc", size = 4700648, upload-time = "2026-07-31T14:24:00.702Z" },
+    { url = "https://files.pythonhosted.org/packages/30/82/85f0f7425c856b9f96459411eb12e74ef72df9caf6f8f15bf23a33ff131f/cryptography-50.0.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:80b63928fa35083b33966ce1efb70e5b9607181e49dcd1c22c8c005e319f667f", size = 4682442, upload-time = "2026-07-31T14:24:02.538Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/28/b555a365adff1cca2fbe7b9e487d68a40de6bc67ff2cb587473eb43de0e7/cryptography-50.0.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:d58c3db7cd6eed54e6c06744db55456b65ebd7492ddeae9c1e93cfca7aa857d3", size = 4707596, upload-time = "2026-07-31T14:24:04.394Z" },
+    { url = "https://files.pythonhosted.org/packages/72/d8/f52538140cc719df62a01cf87d1c7142318d235817109d6f4054d7c352d6/cryptography-50.0.0-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:df2a58a472f332225671c35b0a830208b86d004f82baa8530fa3782c85646533", size = 5314552, upload-time = "2026-07-31T14:24:06.31Z" },
+    { url = "https://files.pythonhosted.org/packages/38/14/6120e5bd7c5aa022ad15424ba4d5c5269d0d9448ed4d55e492ea91e3c1c4/cryptography-50.0.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:11b74db56cdbe3cdee6e3f6982ecb70334fa10dce99ed58bf7894aaaa3b2a037", size = 4717113, upload-time = "2026-07-31T14:24:08.349Z" },
+    { url = "https://files.pythonhosted.org/packages/fa/71/190bf38c3ee2e0f8efc9860ae100c9df4169742eef274b91e7aa1cb133b9/cryptography-50.0.0-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:f59e38625469987d7ef6d495323c55e7db6c212eaf6112267e0d3b565a2e9c9f", size = 4338580, upload-time = "2026-07-31T14:24:10.227Z" },
+    { url = "https://files.pythonhosted.org/packages/3a/63/504ccfbbe61fd8aa983f7f146399cdf034c72c2fc55f5b2dfdcdcdb20c99/cryptography-50.0.0-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:ecfed7367f965a0328cfbdd70da860f15441f002f613185668c6e6ebf5a0ac11", size = 4707038, upload-time = "2026-07-31T14:24:12.169Z" },
+    { url = "https://files.pythonhosted.org/packages/01/77/2cf79bbfc4d12ca106437a6e170d6aaa01a373e93093118aaaef0e801bd4/cryptography-50.0.0-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:9aa87839c383bdbab6ef865787a1fb877af8dd03464c4400322726feaaadfc6d", size = 5273110, upload-time = "2026-07-31T14:24:14.38Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/45/8aae2972c520145377ea3559a605a899bebe227bf070b33cdb445929a9b9/cryptography-50.0.0-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:6ba6a53445bd3cfa809ef3ef5f1589aa6ba08784a1d962bf47d0940e871dab1c", size = 4716439, upload-time = "2026-07-31T14:24:16.415Z" },
+    { url = "https://files.pythonhosted.org/packages/7b/20/4fe50b619a48c2525cc46e2dbc1ac490708d704be5d467bdaac6dc955682/cryptography-50.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:3f5735ffe4996d28b809371756219f5354864902a3b9e7c0b9ee87041209fc9c", size = 4837383, upload-time = "2026-07-31T14:24:18.553Z" },
+    { url = "https://files.pythonhosted.org/packages/92/91/3a31366e183343d3703f8995c095f5734676bd6938118047e50fcf279eb4/cryptography-50.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:1b4a266766514614f8aa60416e71f2fc6e575d36e7bdc90f644fadb2f4b75b95", size = 4985772, upload-time = "2026-07-31T14:24:20.385Z" },
+    { url = "https://files.pythonhosted.org/packages/74/9a/02ffe35b2853d121689871eb5dce862092562b3a1ed5cc98f1aaed441506/cryptography-50.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:12b9c6996425c76ea6c457ace4f3073e715b8c545add07cd1a8f3a4f90691269", size = 3816291, upload-time = "2026-07-31T14:24:22.125Z" },
+    { url = "https://files.pythonhosted.org/packages/03/37/73d005be173aff344af30e9fd2a576575cb2391a7101d9cd3842e1fa8cce/cryptography-50.0.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:ccdc4a71a4dabae05de219404f9f4abc38e3b58422177ff93d0da05967dafa07", size = 4036009, upload-time = "2026-07-31T14:24:24.122Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/c6/7a6202a534e32103a285b7834a120869557fe198d51d7cfe59754c8bda9c/cryptography-50.0.0-cp39-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:910e1d2668e7de9648f2bcee30e180db2a6b15c30f887d7c4c93ddf96e3992e3", size = 4745252, upload-time = "2026-07-31T14:24:26.118Z" },
+    { url = "https://files.pythonhosted.org/packages/85/4f/0fa8c2f4428198f15d9ff8d63400e27afbf94ce833f6108da1eb3753f945/cryptography-50.0.0-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:a91296cb61e8df6f86d0c19cc4068228da256bf59bf86049fbd821084565327f", size = 4728939, upload-time = "2026-07-31T14:24:27.994Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/63/54dd723490ba2dc09b299682c10b38db38f159728bcaae8c591b8af2f22d/cryptography-50.0.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:e722f16708d854fe924790e051061f6704a472c3bac347b6fd88033ea8dd0dc5", size = 4748483, upload-time = "2026-07-31T14:24:30.254Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/dd/7c77d26285cc7f6991efce64a0f5b4f9383bfa5dd8c5033003eaf7db4cdb/cryptography-50.0.0-cp39-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:d764dcf130c428ef66786f866dd750f53182bc608813489915e9fc106bb0c82f", size = 5367599, upload-time = "2026-07-31T14:24:32.457Z" },
+    { url = "https://files.pythonhosted.org/packages/46/c9/f60aed34c013f317f92817b6c171c2d22a78270fa41109bd4b08af26b194/cryptography-50.0.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:105110f43a471dbd0060b9c9516cb8a6a79233631a04cc2ba16f28323ac6e025", size = 4762647, upload-time = "2026-07-31T14:24:34.599Z" },
+    { url = "https://files.pythonhosted.org/packages/be/f3/f9a0173b139372c3a48ed98154b45cc6b9de17c789d5ab552e621c293609/cryptography-50.0.0-cp39-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:828743d939e9629bc267b8e2d08d8bb67cd4319c771a33d4b18b22dd8fb7440a", size = 4385197, upload-time = "2026-07-31T14:24:36.647Z" },
+    { url = "https://files.pythonhosted.org/packages/d8/36/83bb81f6e569bc38e1e4a7bc80f29b46bb9601920bc455fc8e888f5d5742/cryptography-50.0.0-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:2a8183b489dc1f7f80f135780fadc1108f14b31b8a40411c7a5b17425f65f28b", size = 4748095, upload-time = "2026-07-31T14:24:39.493Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/16/d3008eff98c764979865834c3d386d4fd041b5f52e7f34fc29ac1a5eb515/cryptography-50.0.0-cp39-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:6e7d61120573a7f2cd94cc095f9e81f6967c61ccdf194285aa143ecec8e0b708", size = 5325948, upload-time = "2026-07-31T14:24:41.556Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/f8/d97f9603efda3888187bfdb893f26c41be4735c10631d05d284ee6b047c4/cryptography-50.0.0-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:37fdb0d0111f1e2ff07139dfb79f1b49531f8e213c46f1163dd7642979b58c47", size = 4762400, upload-time = "2026-07-31T14:24:43.636Z" },
+    { url = "https://files.pythonhosted.org/packages/64/a2/4615c8f7d81a00b1d6e6afe19f694e1543582349fb5f4076f6cb5dc36485/cryptography-50.0.0-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:c87f62a3d3b9888ed0fdde100ec06aa61ca9cd44bad9057d1dff9a516b5f5bb9", size = 4878208, upload-time = "2026-07-31T14:24:45.522Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/1a/efcfb02f91407149a0dacffffab791f7e19bf6385f63b3666dc8b5e5c9c8/cryptography-50.0.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:65c2c3add92b45fd0709db8594536aea39c2a67af0e27ffcf049c498501140b7", size = 5037050, upload-time = "2026-07-31T14:24:47.697Z" },
+    { url = "https://files.pythonhosted.org/packages/57/30/4a22984d4f1bdfb8c054f07a92bc176b97a3134cc1d6c4b3bffb1f3688b4/cryptography-50.0.0-cp39-abi3-win_amd64.whl", hash = "sha256:d24fead1d4d076e1bfb006dcec392074a3cd8d7b4fc8a595aa64073b2b7a96ba", size = 3874135, upload-time = "2026-07-31T14:24:50.085Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/3e/e54cde8c01631a5a8226ccd617eab9e57fd5cfdad90f1a9e6bb570794631/cryptography-50.0.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:5e34edd123674534acd70147f0ca331eaa2c74e6325fb2028c886aa26ba0b68c", size = 3963170, upload-time = "2026-07-31T14:24:51.968Z" },
+    { url = "https://files.pythonhosted.org/packages/01/b6/0b9e125e90f3d2dcf599a218a899cda7326a3158cfa258723f0b398b08f6/cryptography-50.0.0-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:8eb5e1172eb569ea8a872796576e6a67c276351728b6455d5beb01242b027c6a", size = 4692441, upload-time = "2026-07-31T14:24:53.743Z" },
+    { url = "https://files.pythonhosted.org/packages/53/c9/a5151588710785a96d7bc4de27d4cd62f263bbbcb203cfe29df537eb6505/cryptography-50.0.0-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:910d11e1a385c654bf738bf3e6b8e6ed5de0f5610fcae2be9e5b398d8081d20e", size = 4699810, upload-time = "2026-07-31T14:24:55.746Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/1a/15b92b25eb6ce3089cd49377ae990a0f3ad485a510f968aed1f19dbdcdf2/cryptography-50.0.0-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:62598a8a57f815db4c6259a4e97d857dab56697e7de8e8ab02352ab74da1995d", size = 4691924, upload-time = "2026-07-31T14:24:58.082Z" },
+    { url = "https://files.pythonhosted.org/packages/62/15/219075012ab13e8905f3cd572204f4acb4b111df787104346b9bc0cea789/cryptography-50.0.0-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:07479a1cb08219ab719147e742e76090c9c773321959bb94946fffdd397a6437", size = 4699593, upload-time = "2026-07-31T14:24:59.951Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/b5/c2c5fce26f0ee40d21bafe7f191d29a34b35a65ac4fe8a1191d1983612e9/cryptography-50.0.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:c99c003e088647b8a5b7c145d6f78c335f6348332b62e142d411c4b63d1460b9", size = 3813796, upload-time = "2026-07-31T14:25:02.298Z" },
 ]

 [[package]]
@@ -481,6 +478,15 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/33/6b/e0547afaf41bf2c42e52430072fa5658766e3d65bd4b03a563d1b6336f57/distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16", size = 469047, upload-time = "2025-07-17T16:51:58.613Z" },
 ]

+[[package]]
+name = "distro"
+version = "1.9.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/fc/f8/98eea607f65de6527f8a2e8885fc8015d3e6f5775df186e443e0964a11c3/distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed", size = 60722, upload-time = "2023-12-24T09:54:32.31Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277, upload-time = "2023-12-24T09:54:30.421Z" },
+]
+
 [[package]]
 name = "docopt"
 version = "0.6.2"
@@ -492,7 +498,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" }
 wheels = [
@@ -519,7 +525,7 @@ name = "googleapis-common-protos"
 version = "1.74.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "protobuf", marker = "python_full_version >= '3.11'" },
+    { name = "protobuf" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/20/18/a746c8344152d368a5aac738d4c857012f2c5d1fd2eac7e17b647a7861bd/googleapis_common_protos-1.74.0.tar.gz", hash = "sha256:57971e4eeeba6aad1163c1f0fc88543f965bb49129b8bb55b2b7b26ecab084f1", size = 151254, upload-time = "2026-04-02T21:23:26.679Z" }
 wheels = [
@@ -531,7 +537,7 @@ name = "grpcio"
 version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/b7/48/af6173dbca4454f4637a4678b67f52ca7e0c1ed7d5894d89d434fecede05/grpcio-1.80.0.tar.gz", hash = "sha256:29aca15edd0688c22ba01d7cc01cb000d72b2033f4a3c72a81a19b56fd143257", size = 12978905, upload-time = "2026-03-30T08:49:10.502Z" }
 wheels = [
@@ -592,8 +598,8 @@ name = "grpcio-health-checking"
 version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "grpcio", marker = "python_full_version >= '3.11'" },
-    { name = "protobuf", marker = "python_full_version >= '3.11'" },
+    { name = "grpcio" },
+    { name = "protobuf" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/d1/a2/aa3cc47f19c03f8e5287b987317059753141a3af8f66b96d5a64b3be10b8/grpcio_health_checking-1.80.0.tar.gz", hash = "sha256:2cc5f08bc8b816b8655ab6f59c71450063ba20766d31e21a493e912e3560c8b1", size = 17117, upload-time = "2026-03-30T08:54:41.899Z" }
 wheels = [
@@ -605,9 +611,9 @@ name = "grpcio-tools"
 version = "1.80.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "grpcio", marker = "python_full_version >= '3.11'" },
-    { name = "protobuf", marker = "python_full_version >= '3.11'" },
-    { name = "setuptools", marker = "python_full_version >= '3.11'" },
+    { name = "grpcio" },
+    { name = "protobuf" },
+    { name = "setuptools" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/94/c8/1223f29c84a143ae9a56c084fc96894de0ba84b6e8d60a26241abd81d278/grpcio_tools-1.80.0.tar.gz", hash = "sha256:26052b19c6ce0dcf52d1024496aea3e2bdfa864159f06dc7b97b22d041a94b26", size = 6133212, upload-time = "2026-03-30T08:52:39.077Z" }
 wheels = [
@@ -674,13 +680,14 @@ wheels = [

 [[package]]
 name = "hatch"
-version = "1.16.5"
+version = "1.17.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "backports-zstd", marker = "python_full_version < '3.14'" },
    { name = "click" },
+    { name = "distro", marker = "sys_platform == 'linux'" },
    { name = "hatchling" },
-    { name = "httpx" },
+    { name = "httpx2" },
    { name = "hyperlink" },
    { name = "keyring" },
    { name = "packaging" },
@@ -696,9 +703,9 @@ dependencies = [
    { name = "uv" },
    { name = "virtualenv" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d2/02/ce9c4c439fa3f195b21b4b5bb18b44d1076297c86477ef7e3d2de6064ec3/hatch-1.16.5.tar.gz", hash = "sha256:57bdeeaa72577859ce37091a5449583875331c06f9cb6af9077947ad40b3a1de", size = 5220741, upload-time = "2026-02-27T18:45:31.21Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/01/5a/7cacce8d33a93e81cda9b4f8623ebf67b73859950af0062e1f2c527f4b34/hatch-1.17.1.tar.gz", hash = "sha256:e5f2f389ececd7e86cd86863e3f921a9024cd04ce6ef6b36d07cd9a6dc37c9cd", size = 5252686, upload-time = "2026-07-08T01:54:37.327Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e4/8a/11ae7e271870f0ad8fa0012e4265982bebe0fdc21766b161fb8b8fc3aefc/hatch-1.16.5-py3-none-any.whl", hash = "sha256:d9b8047f2cd10d3349eb6e8f278ad728a04f91495aace305c257d5c2747188fb", size = 141269, upload-time = "2026-02-27T18:45:29.573Z" },
+    { url = "https://files.pythonhosted.org/packages/0d/0a/2b4e653186fc85061f0dfde43d602e7e93c08c0d75b23fa3577f9b3f83fd/hatch-1.17.1-py3-none-any.whl", hash = "sha256:cc6c06d302cfa785c35586ab4285c8c28a24b1744addb66344192302f6958083", size = 162405, upload-time = "2026-07-08T01:54:35.452Z" },
 ]

 [[package]]
@@ -730,6 +737,19 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55", size = 78784, upload-time = "2025-04-24T22:06:20.566Z" },
 ]

+[[package]]
+name = "httpcore2"
+version = "2.5.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "h11" },
+    { name = "truststore" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/47/06/5c12df521b5322fb1114a83d46911b2fbcb8855ddb3a635f11c01a214af5/httpcore2-2.5.0.tar.gz", hash = "sha256:88aa170137c17328d5ac44234f9fd10706466d5fb347f3edac4d39b91137b09d", size = 64808, upload-time = "2026-06-25T14:16:56.472Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c9/a1/7564199d1a8728fe737b0a72e5b3f8d92dfe085a74ddf7cdd83bce5f206d/httpcore2-2.5.0-py3-none-any.whl", hash = "sha256:5ce35188de461d31e8d000bfb8ef8bf22c6c16587a211e5571deaa5e9bdf842a", size = 80330, upload-time = "2026-06-25T14:16:53.634Z" },
+]
+
 [[package]]
 name = "httptools"
 version = "0.7.1"
@@ -783,6 +803,22 @@ wheels = [
    { url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517, upload-time = "2024-12-06T15:37:21.509Z" },
 ]

+[[package]]
+name = "httpx2"
+version = "2.5.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "anyio" },
+    { name = "httpcore2" },
+    { name = "idna" },
+    { name = "truststore" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d0/e2/b5dedc0cf35aa65de5f541ccd30d2bc1fd7f1d43c9ab09f8ed9a7342317b/httpx2-2.5.0.tar.gz", hash = "sha256:e2df9cb4611021527ff8a675b1c320b610a2ec397acc8d6fe6e91df2d9b33c29", size = 83121, upload-time = "2026-06-25T14:16:57.491Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/31/22/859d8252dad9bc9adee34b52e62cde621ece07b042ccb2ab4da1be46695f/httpx2-2.5.0-py3-none-any.whl", hash = "sha256:3d2d4d9cf4b61f1a1f46a95947cfdb47e80cb56a2f91c6256ac8f58e4891df41", size = 76652, upload-time = "2026-06-25T14:16:55.23Z" },
+]
+
 [[package]]
 name = "hyperlink"
 version = "21.0.0"
@@ -797,11 +833,11 @@ wheels = [

 [[package]]
 name = "idna"
-version = "3.15"
+version = "3.18"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/82/77/7b3966d0b9d1d31a36ddf1746926a11dface89a83409bf1483f0237aa758/idna-3.15.tar.gz", hash = "sha256:ca962446ea538f7092a95e057da437618e886f4d349216d2b1e294abfdb65fdc", size = 199245, upload-time = "2026-05-12T22:45:57.011Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/cd/63/9496c57188a2ee585e0f1db071d75089a11e98aa86eb99d9d7618fc1edce/idna-3.18.tar.gz", hash = "sha256:ffb385a7e039654cef1ab9ef32c6fafe283c0c0467bba1d9029738ce4a14a848", size = 196711, upload-time = "2026-06-02T14:34:07.794Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d2/23/408243171aa9aaba178d3e2559159c24c1171a641aa83b67bdd3394ead8e/idna-3.15-py3-none-any.whl", hash = "sha256:048adeaf8c2d788c40fee287673ccaa74c24ffd8dcf09ffa555a2fbb59f10ac8", size = 72340, upload-time = "2026-05-12T22:45:55.733Z" },
+    { url = "https://files.pythonhosted.org/packages/1e/5e/d4e9f1a599fb8e573b7b87160658329fbf28d19eac2718f51fc3def3aa5a/idna-3.18-py3-none-any.whl", hash = "sha256:7f952cbe720b688055e3f87de14f5c3e5fdaa8bc3928985c4077ca689de849a2", size = 65455, upload-time = "2026-06-02T14:34:06.319Z" },
 ]

 [[package]]
@@ -875,7 +911,7 @@ name = "jsonpatch"
 version = "1.33"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "jsonpointer", marker = "python_full_version >= '3.11'" },
+    { name = "jsonpointer" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/42/78/18813351fe5d63acad16aec57f94ec2b70a09e53ca98145589e185423873/jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c", size = 21699, upload-time = "2023-06-26T12:07:29.144Z" }
 wheels = [
@@ -949,15 +985,15 @@ name = "langchain-core"
 version = "1.4.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "jsonpatch", marker = "python_full_version >= '3.11'" },
-    { name = "langchain-protocol", marker = "python_full_version >= '3.11'" },
-    { name = "langsmith", marker = "python_full_version >= '3.11'" },
-    { name = "packaging", marker = "python_full_version >= '3.11'" },
-    { name = "pydantic", marker = "python_full_version >= '3.11'" },
-    { name = "pyyaml", marker = "python_full_version >= '3.11'" },
-    { name = "tenacity", marker = "python_full_version >= '3.11'" },
-    { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
-    { name = "uuid-utils", marker = "python_full_version >= '3.11'" },
+    { name = "jsonpatch" },
+    { name = "langchain-protocol" },
+    { name = "langsmith" },
+    { name = "packaging" },
+    { name = "pydantic" },
+    { name = "pyyaml" },
+    { name = "tenacity" },
+    { name = "typing-extensions" },
+    { name = "uuid-utils" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/59/de/679a53472c25860837e32c0442c962fa86e95317a36460e2c9d5c91b17c2/langchain_core-1.4.0.tar.gz", hash = "sha256:1dc341eed802ed9c117c0df3923c991e5e9e226571e5725c194eeb5bd93d1a7f", size = 920260, upload-time = "2026-05-11T18:42:35.919Z" }
 wheels = [
@@ -969,7 +1005,7 @@ name = "langchain-protocol"
 version = "0.0.17"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/44/b3/4e2429876c7a35585618caa2b9f9089f7162a6b50562b614ad82ac11c17e/langchain_protocol-0.0.17.tar.gz", hash = "sha256:e7cbe58c205df4b4fd87dc6d5bb23f10e13b236d0e2e1b0b9d05bc2b648f3eea", size = 6026, upload-time = "2026-06-12T18:39:51.923Z" }
 wheels = [
@@ -981,12 +1017,12 @@ name = "langgraph"
 version = "1.2.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "langchain-core", marker = "python_full_version >= '3.11'" },
-    { name = "langgraph-checkpoint", marker = "python_full_version >= '3.11'" },
-    { name = "langgraph-prebuilt", marker = "python_full_version >= '3.11'" },
-    { name = "langgraph-sdk", marker = "python_full_version >= '3.11'" },
-    { name = "pydantic", marker = "python_full_version >= '3.11'" },
-    { name = "xxhash", marker = "python_full_version >= '3.11'" },
+    { name = "langchain-core" },
+    { name = "langgraph-checkpoint" },
+    { name = "langgraph-prebuilt" },
+    { name = "langgraph-sdk" },
+    { name = "pydantic" },
+    { name = "xxhash" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/5c/55/e42f59b5e4cce75085f68abb77114c4d1152628157bd60c2587881bca559/langgraph-1.2.3.tar.gz", hash = "sha256:7f89cd5f0946fe29bd7ca048e2a84d3c14e7f652e38bb98e00f0ba8b7004b9d0", size = 718812, upload-time = "2026-06-01T18:55:54.458Z" }
 wheels = [
@@ -998,38 +1034,38 @@ name = "langgraph-api"
 version = "0.10.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "cloudpickle", marker = "python_full_version >= '3.11'" },
-    { name = "cryptography", marker = "python_full_version >= '3.11'" },
-    { name = "grpcio", marker = "python_full_version >= '3.11'" },
-    { name = "grpcio-health-checking", marker = "python_full_version >= '3.11'" },
-    { name = "grpcio-tools", marker = "python_full_version >= '3.11'" },
-    { name = "httptools", marker = "python_full_version >= '3.11' and sys_platform != 'win32'" },
-    { name = "httpx", marker = "python_full_version >= '3.11'" },
-    { name = "jsonschema-rs", marker = "python_full_version >= '3.11'" },
-    { name = "langchain-core", marker = "python_full_version >= '3.11'" },
-    { name = "langchain-protocol", marker = "python_full_version >= '3.11'" },
-    { name = "langgraph", marker = "python_full_version >= '3.11'" },
-    { name = "langgraph-checkpoint", marker = "python_full_version >= '3.11'" },
-    { name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11'" },
-    { name = "langgraph-sdk", marker = "python_full_version >= '3.11'" },
-    { name = "langsmith", extra = ["otel"], marker = "python_full_version >= '3.11'" },
-    { name = "opentelemetry-api", marker = "python_full_version >= '3.11'" },
-    { name = "opentelemetry-exporter-otlp-proto-http", marker = "python_full_version >= '3.11'" },
-    { name = "opentelemetry-sdk", marker = "python_full_version >= '3.11'" },
-    { name = "orjson", marker = "python_full_version >= '3.11'" },
-    { name = "protobuf", marker = "python_full_version >= '3.11'" },
-    { name = "pyjwt", marker = "python_full_version >= '3.11'" },
-    { name = "sse-starlette", marker = "python_full_version >= '3.11'" },
-    { name = "starlette", marker = "python_full_version >= '3.11'" },
-    { name = "structlog", marker = "python_full_version >= '3.11'" },
-    { name = "tenacity", marker = "python_full_version >= '3.11'" },
-    { name = "truststore", marker = "python_full_version >= '3.11'" },
-    { name = "uuid-utils", marker = "python_full_version >= '3.11'" },
-    { name = "uvicorn", marker = "python_full_version >= '3.11'" },
-    { name = "uvloop", marker = "python_full_version >= '3.11' and sys_platform != 'win32'" },
-    { name = "watchfiles", marker = "python_full_version >= '3.11'" },
-    { name = "websockets", marker = "python_full_version >= '3.11'" },
-    { name = "zstandard", marker = "python_full_version >= '3.11'" },
+    { name = "cloudpickle" },
+    { name = "cryptography" },
+    { name = "grpcio" },
+    { name = "grpcio-health-checking" },
+    { name = "grpcio-tools" },
+    { name = "httptools", marker = "sys_platform != 'win32'" },
+    { name = "httpx" },
+    { name = "jsonschema-rs" },
+    { name = "langchain-core" },
+    { name = "langchain-protocol" },
+    { name = "langgraph" },
+    { name = "langgraph-checkpoint" },
+    { name = "langgraph-runtime-inmem" },
+    { name = "langgraph-sdk" },
+    { name = "langsmith", extra = ["otel"] },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+    { name = "opentelemetry-sdk" },
+    { name = "orjson" },
+    { name = "protobuf" },
+    { name = "pyjwt" },
+    { name = "sse-starlette" },
+    { name = "starlette" },
+    { name = "structlog" },
+    { name = "tenacity" },
+    { name = "truststore" },
+    { name = "uuid-utils" },
+    { name = "uvicorn" },
+    { name = "uvloop", marker = "sys_platform != 'win32'" },
+    { name = "watchfiles" },
+    { name = "websockets" },
+    { name = "zstandard" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/7d/17/a23ecdad3de7e48209bc8d534312ba83e332126ec60da9e6487461b02597/langgraph_api-0.10.0.tar.gz", hash = "sha256:f594a160857e2cd7fb2352bba585111177a4a394625ad0cf5898814754fb7bc1", size = 713903, upload-time = "2026-06-11T14:36:50.469Z" }
 wheels = [
@@ -1041,8 +1077,8 @@ name = "langgraph-checkpoint"
 version = "4.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "langchain-core", marker = "python_full_version >= '3.11'" },
-    { name = "ormsgpack", marker = "python_full_version >= '3.11'" },
+    { name = "langchain-core" },
+    { name = "ormsgpack" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/83/47/886af6f886f0bff2273164a45f008694e48a96ff3cd25ff0228f2aa9480e/langgraph_checkpoint-4.1.1.tar.gz", hash = "sha256:6c2bdb530c91f91d7d9c1bd100925d0fc4f498d418c17f3587d1526279482a25", size = 184020, upload-time = "2026-05-22T16:57:38.503Z" }
 wheels = [
@@ -1096,7 +1132,7 @@ test = [
 requires-dist = [
    { name = "click", specifier = ">=8.1.7" },
    { name = "httpx", specifier = ">=0.24.0" },
-    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.12.0" },
+    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<1.0.0" },
    { name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.7" },
    { name = "langgraph-sdk", marker = "python_full_version >= '3.11'", specifier = ">=0.1.0" },
    { name = "pathspec", specifier = ">=0.11.0" },
@@ -1135,8 +1171,8 @@ name = "langgraph-prebuilt"
 version = "1.1.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "langchain-core", marker = "python_full_version >= '3.11'" },
-    { name = "langgraph-checkpoint", marker = "python_full_version >= '3.11'" },
+    { name = "langchain-core" },
+    { name = "langgraph-checkpoint" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/29/66/ed9b93f56bc17ef22d551892f0ac2b225a97fe0fcf23a511b857f70d590b/langgraph_prebuilt-1.1.0.tar.gz", hash = "sha256:3c579cf6eed2d17f9c157c2d0fcaddcd8688524e7022d3b22b37a3bf4589d528", size = 178833, upload-time = "2026-05-12T03:37:49.332Z" }
 wheels = [
@@ -1148,13 +1184,13 @@ name = "langgraph-runtime-inmem"
 version = "0.30.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "blockbuster", marker = "python_full_version >= '3.11'" },
-    { name = "croniter", marker = "python_full_version >= '3.11'" },
-    { name = "langgraph", marker = "python_full_version >= '3.11'" },
-    { name = "langgraph-checkpoint", marker = "python_full_version >= '3.11'" },
-    { name = "sse-starlette", marker = "python_full_version >= '3.11'" },
-    { name = "starlette", marker = "python_full_version >= '3.11'" },
-    { name = "structlog", marker = "python_full_version >= '3.11'" },
+    { name = "blockbuster" },
+    { name = "croniter" },
+    { name = "langgraph" },
+    { name = "langgraph-checkpoint" },
+    { name = "sse-starlette" },
+    { name = "starlette" },
+    { name = "structlog" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/98/19/5d330e22e3ee2569742d3577b4ddfbb6b8e383f2edd9724b4a4b73735717/langgraph_runtime_inmem-0.30.0.tar.gz", hash = "sha256:31954e1de6cd43c284b425243d4faeae818f68b3daca4dbe4313e651b6f5e11d", size = 129940, upload-time = "2026-06-11T14:22:46.985Z" }
 wheels = [
@@ -1166,11 +1202,11 @@ name = "langgraph-sdk"
 version = "0.4.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "httpx", marker = "python_full_version >= '3.11'" },
-    { name = "langchain-core", marker = "python_full_version >= '3.11'" },
-    { name = "langchain-protocol", marker = "python_full_version >= '3.11'" },
-    { name = "orjson", marker = "python_full_version >= '3.11'" },
-    { name = "websockets", marker = "python_full_version >= '3.11'" },
+    { name = "httpx" },
+    { name = "langchain-core" },
+    { name = "langchain-protocol" },
+    { name = "orjson" },
+    { name = "websockets" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/b4/2b/bd8ac26d4e97f6df88ef05ce5b6a38945a3903e1025d926f4752aa88aa97/langgraph_sdk-0.4.2.tar.gz", hash = "sha256:b88f0f5f6328ac0680d6790614a905b2bcfa257f2276dba4e38f0e86db0aa738", size = 348327, upload-time = "2026-06-01T17:51:19.856Z" }
 wheels = [
@@ -1182,16 +1218,16 @@ name = "langsmith"
 version = "0.8.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "httpx", marker = "python_full_version >= '3.11'" },
-    { name = "orjson", marker = "python_full_version >= '3.11' and platform_python_implementation != 'PyPy'" },
-    { name = "packaging", marker = "python_full_version >= '3.11'" },
-    { name = "pydantic", marker = "python_full_version >= '3.11'" },
-    { name = "requests", marker = "python_full_version >= '3.11'" },
-    { name = "requests-toolbelt", marker = "python_full_version >= '3.11'" },
-    { name = "uuid-utils", marker = "python_full_version >= '3.11'" },
-    { name = "websockets", marker = "python_full_version >= '3.11'" },
-    { name = "xxhash", marker = "python_full_version >= '3.11'" },
-    { name = "zstandard", marker = "python_full_version >= '3.11'" },
+    { name = "httpx" },
+    { name = "orjson", marker = "platform_python_implementation != 'PyPy'" },
+    { name = "packaging" },
+    { name = "pydantic" },
+    { name = "requests" },
+    { name = "requests-toolbelt" },
+    { name = "uuid-utils" },
+    { name = "websockets" },
+    { name = "xxhash" },
+    { name = "zstandard" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/9a/d9/a6681aa9847bbbc5ec21abe20a5e233b94e5edcfe39624db607ac7e8ccb4/langsmith-0.8.18.tar.gz", hash = "sha256:32dde9c0e67e053e0fb738921fc8ced768af7b8fa83d7a0e3fd63597cf8776dd", size = 4526988, upload-time = "2026-06-19T13:12:17.123Z" }
 wheels = [
@@ -1200,9 +1236,9 @@ wheels = [

 [package.optional-dependencies]
 otel = [
-    { name = "opentelemetry-api", marker = "python_full_version >= '3.11'" },
-    { name = "opentelemetry-exporter-otlp-proto-http", marker = "python_full_version >= '3.11'" },
-    { name = "opentelemetry-sdk", marker = "python_full_version >= '3.11'" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-http" },
+    { name = "opentelemetry-sdk" },
 ]

 [[package]]
@@ -1296,8 +1332,8 @@ name = "opentelemetry-api"
 version = "1.41.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "importlib-metadata", marker = "python_full_version >= '3.11'" },
-    { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
+    { name = "importlib-metadata" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/47/8e/3778a7e87801d994869a9396b9fc2a289e5f9be91ff54a27d41eace494b0/opentelemetry_api-1.41.0.tar.gz", hash = "sha256:9421d911326ec12dee8bc933f7839090cad7a3f13fcfb0f9e82f8174dc003c09", size = 71416, upload-time = "2026-04-09T14:38:34.544Z" }
 wheels = [
@@ -1309,7 +1345,7 @@ name = "opentelemetry-exporter-otlp-proto-common"
 version = "1.41.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "opentelemetry-proto", marker = "python_full_version >= '3.11'" },
+    { name = "opentelemetry-proto" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/8c/28/e8eca94966fe9a1465f6094dc5ddc5398473682180279c94020bc23b4906/opentelemetry_exporter_otlp_proto_common-1.41.0.tar.gz", hash = "sha256:966bbce537e9edb166154779a7c4f8ab6b8654a03a28024aeaf1a3eacb07d6ee", size = 20411, upload-time = "2026-04-09T14:38:36.572Z" }
 wheels = [
@@ -1321,13 +1357,13 @@ name = "opentelemetry-exporter-otlp-proto-http"
 version = "1.41.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "googleapis-common-protos", marker = "python_full_version >= '3.11'" },
-    { name = "opentelemetry-api", marker = "python_full_version >= '3.11'" },
-    { name = "opentelemetry-exporter-otlp-proto-common", marker = "python_full_version >= '3.11'" },
-    { name = "opentelemetry-proto", marker = "python_full_version >= '3.11'" },
-    { name = "opentelemetry-sdk", marker = "python_full_version >= '3.11'" },
-    { name = "requests", marker = "python_full_version >= '3.11'" },
-    { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
+    { name = "googleapis-common-protos" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-exporter-otlp-proto-common" },
+    { name = "opentelemetry-proto" },
+    { name = "opentelemetry-sdk" },
+    { name = "requests" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/19/63/d9f43cd75f3fabb7e01148c89cfa9491fc18f6580a6764c554ff7c953c46/opentelemetry_exporter_otlp_proto_http-1.41.0.tar.gz", hash = "sha256:dcd6e0686f56277db4eecbadd5262124e8f2cc739cadbc3fae3d08a12c976cf5", size = 24139, upload-time = "2026-04-09T14:38:38.128Z" }
 wheels = [
@@ -1339,7 +1375,7 @@ name = "opentelemetry-proto"
 version = "1.41.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "protobuf", marker = "python_full_version >= '3.11'" },
+    { name = "protobuf" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/e0/d9/08e3dc6156878713e8c811682bc76151f5fe1a3cb7f3abda3966fd56e71e/opentelemetry_proto-1.41.0.tar.gz", hash = "sha256:95d2e576f9fb1800473a3e4cfcca054295d06bdb869fda4dc9f4f779dc68f7b6", size = 45669, upload-time = "2026-04-09T14:38:45.978Z" }
 wheels = [
@@ -1351,9 +1387,9 @@ name = "opentelemetry-sdk"
 version = "1.41.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "opentelemetry-api", marker = "python_full_version >= '3.11'" },
-    { name = "opentelemetry-semantic-conventions", marker = "python_full_version >= '3.11'" },
-    { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
+    { name = "opentelemetry-api" },
+    { name = "opentelemetry-semantic-conventions" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/f8/0e/a586df1186f9f56b5a0879d52653effc40357b8e88fc50fe300038c3c08b/opentelemetry_sdk-1.41.0.tar.gz", hash = "sha256:7bddf3961131b318fc2d158947971a8e37e38b1cd23470cfb72b624e7cc108bd", size = 230181, upload-time = "2026-04-09T14:38:47.225Z" }
 wheels = [
@@ -1365,8 +1401,8 @@ name = "opentelemetry-semantic-conventions"
 version = "0.62b0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "opentelemetry-api", marker = "python_full_version >= '3.11'" },
-    { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
+    { name = "opentelemetry-api" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/a3/b0/c14f723e86c049b7bf8ff431160d982519b97a7be2857ed2247377397a24/opentelemetry_semantic_conventions-0.62b0.tar.gz", hash = "sha256:cbfb3c8fc259575cf68a6e1b94083cc35adc4a6b06e8cf431efa0d62606c0097", size = 145753, upload-time = "2026-04-09T14:38:48.274Z" }
 wheels = [
@@ -1596,10 +1632,10 @@ name = "pydantic"
 version = "2.13.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "annotated-types", marker = "python_full_version >= '3.11'" },
-    { name = "pydantic-core", marker = "python_full_version >= '3.11'" },
-    { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
-    { name = "typing-inspection", marker = "python_full_version >= '3.11'" },
+    { name = "annotated-types" },
+    { name = "pydantic-core" },
+    { name = "typing-extensions" },
+    { name = "typing-inspection" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/09/e5/06d23afac9973109d1e3c8ad38e1547a12e860610e327c05ee686827dc37/pydantic-2.13.2.tar.gz", hash = "sha256:b418196607e61081c3226dcd4f0672f2a194828abb9109e9cfb84026564df2d1", size = 843836, upload-time = "2026-04-17T09:31:59.636Z" }
 wheels = [
@@ -1611,7 +1647,7 @@ name = "pydantic-core"
 version = "2.46.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/43/bb/4742f05b739b2478459bb16fa8470549518c802e06ddcf3f106c5081315e/pydantic_core-2.46.2.tar.gz", hash = "sha256:37bb079f9ee3f1a519392b73fda2a96379b31f2013c6b467fe693e7f2987f596", size = 471269, upload-time = "2026-04-17T09:10:07.017Z" }
 wheels = [
@@ -1751,7 +1787,7 @@ wheels = [

 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -1762,9 +1798,9 @@ dependencies = [
    { name = "pygments" },
    { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7d/0d/549bd94f1a0a402dc8cf64563a117c0f3765662e2e668477624baeec44d5/pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c", size = 1572165, upload-time = "2026-04-07T17:16:18.027Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e4/47/b9efed96c114afcfa3c9d3fe98a76a1d14c74a9e266d397cf6eb64be5e01/pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313", size = 1636369, upload-time = "2026-06-19T10:58:32.857Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" },
+    { url = "https://files.pythonhosted.org/packages/24/25/1de2678b631f5a49215c6c96fff41ba892b0a34df68d6d80292b1b48aa7f/pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c", size = 386536, upload-time = "2026-06-19T10:58:31.347Z" },
 ]

 [[package]]
@@ -1810,7 +1846,7 @@ name = "python-dateutil"
 version = "2.9.0.post0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "six", marker = "python_full_version >= '3.11'" },
+    { name = "six" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/66/c0/0c8b6ad9f17a802ee498c46e004a0eb49bc148f2fd230864601a86dcf6db/python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3", size = 342432, upload-time = "2024-03-01T18:36:20.211Z" }
 wheels = [
@@ -1917,10 +1953,10 @@ name = "requests"
 version = "2.33.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "certifi", marker = "python_full_version >= '3.11'" },
-    { name = "charset-normalizer", marker = "python_full_version >= '3.11'" },
-    { name = "idna", marker = "python_full_version >= '3.11'" },
-    { name = "urllib3", marker = "python_full_version >= '3.11'" },
+    { name = "certifi" },
+    { name = "charset-normalizer" },
+    { name = "idna" },
+    { name = "urllib3" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/5f/a4/98b9c7c6428a668bf7e42ebb7c79d576a1c3c1e3ae2d47e674b468388871/requests-2.33.1.tar.gz", hash = "sha256:18817f8c57c6263968bc123d237e3b8b08ac046f5456bd1e307ee8f4250d3517", size = 134120, upload-time = "2026-03-30T16:09:15.531Z" }
 wheels = [
@@ -1932,7 +1968,7 @@ name = "requests-toolbelt"
 version = "1.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "requests", marker = "python_full_version >= '3.11'" },
+    { name = "requests" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/f3/61/d7545dafb7ac2230c70d38d31cbfe4cc64f7144dc41f6e4e4b78ecd9f5bb/requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6", size = 206888, upload-time = "2023-05-01T04:11:33.229Z" }
 wheels = [
@@ -1954,27 +1990,27 @@ wheels = [

 [[package]]
 name = "ruff"
-version = "0.15.15"
+version = "0.16.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/84/6f/a76f7d96e5c962f5b69cee865e49c15c1116897c01990faa8a57edb62e7f/ruff-0.15.15.tar.gz", hash = "sha256:b8dff018130b46d8e5bf0f926ef6b60cf871d6d5ae45fc9334e09632daa741d6", size = 4706985, upload-time = "2026-05-28T14:16:57.784Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/4d/94/1e5e4967626faf12fa56999cd6222dff6992ceb086ad7945756baf70c7a7/ruff-0.16.0.tar.gz", hash = "sha256:e460aafd5495ec89efaa6ced2e4a9a581116451e1c88b9d37ef497e0f8e93982", size = 4790557, upload-time = "2026-07-23T19:11:30.981Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fa/9d/3a45c05b8ab04b4705989de70a79008e27c8003296a0feaee9edc18dd7e9/ruff-0.15.15-py3-none-linux_armv6l.whl", hash = "sha256:cf93e5388f412e1b108b1f8b34a6e036b70fe8aff89393befad96fe48670311b", size = 10710652, upload-time = "2026-05-28T14:16:06.701Z" },
-    { url = "https://files.pythonhosted.org/packages/05/66/da974431624bf3b49f6ee1f9543c02d929ff1cba78b0d5a79c38cf21f744/ruff-0.15.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ac5a646d1f6a7dadd5d50842dae2c1f9862ac887ef5d1b1375e02def791fde6e", size = 11096615, upload-time = "2026-05-28T14:16:23.313Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/09/7443452e5d290230a712103f2fdceeef7184f3ec99a2bd01c8be78aaceb5/ruff-0.15.15-py3-none-macosx_11_0_arm64.whl", hash = "sha256:77d955a431430c66f72dd94e379ad38a16daea3d25094872ac4edf9e797be530", size = 10436683, upload-time = "2026-05-28T14:16:40.974Z" },
-    { url = "https://files.pythonhosted.org/packages/53/01/d330c26a57fa4f3943a14424904027428315b700fe4d14a84bb123a649e5/ruff-0.15.15-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7614ee79c69788cf6cedd568069ade9cecc22a1ad20494efe8d0c9ebb4b622d4", size = 10769064, upload-time = "2026-05-28T14:16:28.905Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/85/cc8770f8bdff541b1da8392d1634141fe4a0e3f4ee596605959b7906c27f/ruff-0.15.15-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3cdb1679e06a1f6b47bc384714ae96f6e2fb65ca441eb78c43d2ca554176ce1f", size = 10511987, upload-time = "2026-05-28T14:16:43.732Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/29/8c190c1472b63013583ba391f3342036e02010544c1270455ed8e519bdf3/ruff-0.15.15-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2728b93d7b23a603ea2c0ac6eb73d760bd38ec9de35f35fb41e18f7a3fee7622", size = 11275100, upload-time = "2026-05-28T14:16:55.244Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/6b/7e145ce2cc8e63d6834eca03d83a0e18d121def5c69f91b4cf4011ed4879/ruff-0.15.15-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:be582fcc0db438902c7792b08d6ddf6c9b9e21addaa10092c2c741cfb09e5a45", size = 12176903, upload-time = "2026-05-28T14:16:14.368Z" },
-    { url = "https://files.pythonhosted.org/packages/80/a3/d5974637f68e451f7fadf015cf3101d1cd7d8ba5027cffe0b9e3826ebe6b/ruff-0.15.15-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7aa77465b8ecaf1a27bea098d696f7fed5e1eccbd10b321b682d6de586ae5627", size = 11404550, upload-time = "2026-05-28T14:16:20.138Z" },
-    { url = "https://files.pythonhosted.org/packages/fe/1c/e6e5e568f22be4fb05d6244234aba384c06b451252453b821e1a529263cf/ruff-0.15.15-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:48decfa11d740de4889de623be1463308346312f2409a56e24aa280c86162dc4", size = 11382027, upload-time = "2026-05-28T14:16:46.615Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/01/170921b49fcd2e8858825593f91cf7146c3e40a5c3e6df763e4bb0484dde/ruff-0.15.15-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:a5015088452ca0081387063649ec67f06d3d1d6b8b936a1f836b5e9657ecd48c", size = 11366041, upload-time = "2026-05-28T14:16:26.247Z" },
-    { url = "https://files.pythonhosted.org/packages/87/54/a7bad711d7de93254e15e06a4c375b89a03d18de45d3e5dcc86a4472fb1a/ruff-0.15.15-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:f5294aab6356c81600fcdea3a62bb1b924dfd5e91767c12318d3f68f86af57cd", size = 10741795, upload-time = "2026-05-28T14:16:17.11Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/31/38c075963668f8b41c6914ee0f6f318727fbe30ab9145cb29e6df464c5fa/ruff-0.15.15-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:db5bd4d802415cca656dc1616070b725952d6ae95eb5d4831e49fbd94a38f75f", size = 10511117, upload-time = "2026-05-28T14:16:31.767Z" },
-    { url = "https://files.pythonhosted.org/packages/9d/96/6ff689e1f7e375d1d97075eca022f74c2bab59554a432fe4d2e6f091986a/ruff-0.15.15-py3-none-musllinux_1_2_i686.whl", hash = "sha256:587a6278ed42059191c1a466e490bd7930fb50bd2e255398bc29616c895a61cb", size = 10994867, upload-time = "2026-05-28T14:16:35.149Z" },
-    { url = "https://files.pythonhosted.org/packages/c3/c2/5dce0ab9f92a8d534fa62b9bf9caca3eddb8c1a81b616f5e195ada4f0d6e/ruff-0.15.15-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:df0c1c084f5f4be9812f61518a45c440d3c30d69ce4bf6c5270e66d38338f02a", size = 11482101, upload-time = "2026-05-28T14:16:49.598Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/c0/1003b60edd697c649faf61f1a34094b1abb38fb3d1181e3f895781250a08/ruff-0.15.15-py3-none-win32.whl", hash = "sha256:29428ea79694afbe756d45fd59b36f22b6b020dc0443cf7de0173046236964b9", size = 10716774, upload-time = "2026-05-28T14:16:52.337Z" },
-    { url = "https://files.pythonhosted.org/packages/02/a8/1269eddd6945a06c23f055ef7848886e37cf9d6a8bebb386a3115f01470c/ruff-0.15.15-py3-none-win_amd64.whl", hash = "sha256:8df0323902e15e24bc4bf246da830573d3cf3352bd0b9a164eab335d111ff4a4", size = 11868463, upload-time = "2026-05-28T14:16:11.333Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/b2/920464c907b191e37469d477a1aa8bc048b8f36c4c1610dfa4ab87b39e18/ruff-0.15.15-py3-none-win_arm64.whl", hash = "sha256:3c8ceca6792f38196b8f589bc92eccd03eef286602da92e5dc05cc42ef6441b7", size = 11138498, upload-time = "2026-05-28T14:16:38.425Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/81/1c8818fee7ce1a04cd7d1b3172e0a8f8e4f1dc4feb7fc390e16daa8af323/ruff-0.16.0-py3-none-linux_armv6l.whl", hash = "sha256:e5115729eb08c585e5121978ba5d5b60caeae394ce21b9fb5e6cd33a1c6c9b1e", size = 10754633, upload-time = "2026-07-23T19:10:46.415Z" },
+    { url = "https://files.pythonhosted.org/packages/23/df/beaf59c09d68db84304d555f188b276a77132a5d5b0b67a5c762aa143628/ruff-0.16.0-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3c954b1d580bfa035b41654f7858cc7e71d5fc3ac5b723dd62bd9133830ed522", size = 10969164, upload-time = "2026-07-23T19:10:50.271Z" },
+    { url = "https://files.pythonhosted.org/packages/42/ce/741cd197496a1abbf51352710fd15ed995d2a2be87189c1da26a450d6e83/ruff-0.16.0-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e01c21d10eb1b29f47b7454e1f4056db9a3f0260c646aa88457c610291db9f81", size = 10488846, upload-time = "2026-07-23T19:10:52.639Z" },
+    { url = "https://files.pythonhosted.org/packages/52/2a/a2db8e88cade358f5cdcb05674a917751074109315d014eb6352d9a893f7/ruff-0.16.0-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6e364e5ed22ed8dc05082fd78e35308618260907ac2d3c1d637b2e682415b6c9", size = 10889729, upload-time = "2026-07-23T19:10:54.89Z" },
+    { url = "https://files.pythonhosted.org/packages/42/65/62a771694ebd63029dc953e27dbad40e1588bd4860ff9fe881018fddaa49/ruff-0.16.0-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d327b8fc113a1d4421a04f3839d3752057c8dd1ee320223a6f3f52d04ada462a", size = 10568275, upload-time = "2026-07-23T19:10:56.993Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/e2/ced249fe8af5f086c5c58cc21cc3356d50f32f7401c5df87050c999620a7/ruff-0.16.0-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a9b50c55e263103586b3dcf5f73d479eb8cb5fdb6098fec59a62891dab653717", size = 11385112, upload-time = "2026-07-23T19:10:59.615Z" },
+    { url = "https://files.pythonhosted.org/packages/87/0b/05154977a8fd69eeb6c103271f55403bfd8711f5c0f8ed07489d95a504e7/ruff-0.16.0-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0ff4a79ce3ec0172f3241943835de1c4cb4e2dcd07f0f8c2d02603dbbbee4b17", size = 12207008, upload-time = "2026-07-23T19:11:02.154Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/29/98225831a3a1eab0e02f4acc6ca6559a98611dcc68b6965ff4b7234627c1/ruff-0.16.0-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e95c448fca1fb2a18372a9440926c5a6ee789639bb975c72e7ae6d0b04218ab4", size = 11650842, upload-time = "2026-07-23T19:11:04.557Z" },
+    { url = "https://files.pythonhosted.org/packages/91/66/6bd3cf90500653d55dc0ffc8507aa8300bd49d0214b2e8cb4d3fef2943ba/ruff-0.16.0-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4f11a8d11010301d0a398a2fdef67691feca7294da6aef55e2150e8fa2cd520b", size = 11400718, upload-time = "2026-07-23T19:11:09.233Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/a2/a54eb4eae05d66364050a5d3b8a9c5ef88196531b3cbe7109d873f87f819/ruff-0.16.0-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:48044c678e9cb8698246c99b14aaccfa6601dea7379eb48a6f8f73f7a6d86cd0", size = 11426177, upload-time = "2026-07-23T19:11:11.994Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/be/16e3eea4b2a478a496919f5e36f17c4559e54620bd3bbac5d6affa068006/ruff-0.16.0-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:7aa0959bad8eb8bef50340154fc9b58678dae31fa4293afa38b44b6e552c0213", size = 10856126, upload-time = "2026-07-23T19:11:14.221Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/84/252eb8b868a16eec7257c14f504f77537e734b2d69c762e639e588e304a3/ruff-0.16.0-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:28ea2b7df8ebf7f9da6b7d47b230ab48f387c0a29be3b474c4d0740e197bb9af", size = 10571208, upload-time = "2026-07-23T19:11:16.378Z" },
+    { url = "https://files.pythonhosted.org/packages/21/09/817a482f542f7570cbb4554b26e896610c7114f539b1d9e2d2145bf6bef6/ruff-0.16.0-py3-none-musllinux_1_2_i686.whl", hash = "sha256:33a3dfac8c35f81498dea9181bccc2f4c4bc8f1521a1dd9406e77643e0f0fb09", size = 11063329, upload-time = "2026-07-23T19:11:19.173Z" },
+    { url = "https://files.pythonhosted.org/packages/2e/23/9403c180ca1cb9b1f7335f5c3e5305c09d49ea5b345196682a36028bde4a/ruff-0.16.0-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a5237a0bda500d30d81b8e07a6973a5cbc772864cbf746ae2f4e8a2e01c9f4ed", size = 11489751, upload-time = "2026-07-23T19:11:21.74Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/1d/1b2ef7bcde851c78d7f17f1cca13fd6dc695fc4b3d6197941e72cae5b132/ruff-0.16.0-py3-none-win32.whl", hash = "sha256:7fab76fa065c873f41ff744347c6e77bcc3dfec4bcc754dc26b63d23c0f7f5fb", size = 10785885, upload-time = "2026-07-23T19:11:23.947Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/a3/d5e4ef7a56be3f928ffb90b94c25ba7d3cb9c7fe0736aeaaedf361770712/ruff-0.16.0-py3-none-win_amd64.whl", hash = "sha256:429c117f022bf481fabd9d551e7a3952b24c65e6ef44337ea09d90bebef14472", size = 11923141, upload-time = "2026-07-23T19:11:26.409Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/9a/8415f2657cbe200f41a4531ccededf135505a92d4a012229121f885b26f9/ruff-0.16.0-py3-none-win_arm64.whl", hash = "sha256:14296fedcd2705c77ab8235439278bbb38f285cf7da5528b00b3e330c3d4872d", size = 11273407, upload-time = "2026-07-23T19:11:28.705Z" },
 ]

 [[package]]
@@ -1992,11 +2028,11 @@ wheels = [

 [[package]]
 name = "setuptools"
-version = "82.0.1"
+version = "83.0.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/4f/db/cfac1baf10650ab4d1c111714410d2fbb77ac5a616db26775db562c8fab2/setuptools-82.0.1.tar.gz", hash = "sha256:7d872682c5d01cfde07da7bccc7b65469d3dca203318515ada1de5eda35efbf9", size = 1152316, upload-time = "2026-03-09T12:47:17.221Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/34/26/f5d29e25ffdb535afef2d35cdb55b325298f96debd670da4c325e08d70f4/setuptools-83.0.0.tar.gz", hash = "sha256:025bccbbf0fa05b6192bc64ae1e7b16e001fd6d6d4d5de03c97b1c1ade523bef", size = 1154254, upload-time = "2026-07-04T15:31:22.699Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9d/76/f789f7a86709c6b087c5a2f52f911838cad707cc613162401badc665acfe/setuptools-82.0.1-py3-none-any.whl", hash = "sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb", size = 1006223, upload-time = "2026-03-09T12:47:15.026Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/40/e1e72872c6354b306daef1703549e8e83b4d43cfea356311bf722a043752/setuptools-83.0.0-py3-none-any.whl", hash = "sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3", size = 1008090, upload-time = "2026-07-04T15:31:20.885Z" },
 ]

 [[package]]
@@ -2022,8 +2058,8 @@ name = "sse-starlette"
 version = "3.3.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "anyio", marker = "python_full_version >= '3.11'" },
-    { name = "starlette", marker = "python_full_version >= '3.11'" },
+    { name = "anyio" },
+    { name = "starlette" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/26/8c/f9290339ef6d79badbc010f067cd769d6601ec11a57d78569c683fb4dd87/sse_starlette-3.3.4.tar.gz", hash = "sha256:aaf92fc067af8a5427192895ac028e947b484ac01edbc3caf00e7e7137c7bef1", size = 32427, upload-time = "2026-03-29T09:00:23.307Z" }
 wheels = [
@@ -2032,15 +2068,15 @@ wheels = [

 [[package]]
 name = "starlette"
-version = "1.0.1"
+version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "anyio", marker = "python_full_version >= '3.11'" },
-    { name = "typing-extensions", marker = "python_full_version >= '3.11' and python_full_version < '3.13'" },
+    { name = "anyio" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/08/a3/84e821cc54b4ab50ae6dbc6ac3800a651b65ec35f045cc73785380654057/starlette-1.0.1.tar.gz", hash = "sha256:512399c5f1de7fac99c88572212ded9ddeddef2fb32afa82d724000e88b38f4f", size = 2659596, upload-time = "2026-05-21T21:58:58.433Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/eb/e3/7c1dc7381d9f8ab7d854328ebfa884e62cb3f3d8549ddfd37c7814f42afa/starlette-1.3.1.tar.gz", hash = "sha256:05d0213193f2fbaae60e2ecb593b4add4262ad4e46536b54abe36f11a71724e0", size = 2703240, upload-time = "2026-06-12T09:23:11.602Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/ec/e1/b2df4bc09a1e51ff664c1e17018a4274b42e5e9352e4a478ea540512dc88/starlette-1.0.1-py3-none-any.whl", hash = "sha256:7c0e69b2ee1c848bd54669d908500117a3ee13de603a21427e5c6fc1adf98dcd", size = 72802, upload-time = "2026-05-21T21:58:56.551Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/bb/2799cc2ede3ed41131f8975621e7213dfc7ef4acbbaadfa440f32500c370/starlette-1.3.1-py3-none-any.whl", hash = "sha256:c7372aae11c3c3f26a42df7bd626cec2f47d03483d261d369516a615a53714c6", size = 73632, upload-time = "2026-06-12T09:23:10.017Z" },
 ]

 [[package]]
@@ -2153,27 +2189,27 @@ wheels = [

 [[package]]
 name = "ty"
-version = "0.0.43"
+version = "0.0.64"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0d/37/4ec04de0659b93be37d956dfceca13b1ecab9c959f28d8a1d5e514603f36/ty-0.0.43.tar.gz", hash = "sha256:ea4cff50548f2a1877e848d3abe9e293cde8ab94757a7eb93fc0d4013f98be8e", size = 5798429, upload-time = "2026-06-04T00:52:10.013Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8e/aa/14c9965d3b173105692473897cc89c34cd91241368b2044e43167e1c17ff/ty-0.0.64.tar.gz", hash = "sha256:d12ddbb05f15158bb518af619378b385486450def95fb06f8ab98037febe9f2c", size = 6350966, upload-time = "2026-07-27T18:32:45.403Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/db/74/1916026a78f20019a2f03adbd6fb4430ddb7ce1e52c2e17a90856a6d192e/ty-0.0.43-py3-none-linux_armv6l.whl", hash = "sha256:3bf70f5446480562bf6c9f639df4b5cb60716b8f8d1a6b8e5811d5c7eccd8bf2", size = 11598153, upload-time = "2026-06-04T00:52:20.646Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/af/58bb0089d2635216c8fa6612dd486a3f986d0ab1c46a41527ab95e57f0e3/ty-0.0.43-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:7184741f8b15425a1bc64b950ad005cb353573288ac0e8a04f5481ceb3832596", size = 11357811, upload-time = "2026-06-04T00:52:24.683Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/9c/32c6b14f3feddf87b59c7a50709e2b3da408258f2f583f05575f77bc8f7b/ty-0.0.43-py3-none-macosx_11_0_arm64.whl", hash = "sha256:8c306379ca9a35f6ae5270fe9bda7af4b46d91822725a2586d78c8b9b5493b62", size = 10772024, upload-time = "2026-06-04T00:52:14.312Z" },
-    { url = "https://files.pythonhosted.org/packages/09/fa/98aa4a74bd00cd5efc424923cd1daffbf1e40a0338041cafb203379d746f/ty-0.0.43-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d624b884c9c1fd244ad2a5f026364e7162a22b3f537025941ada2e363e676414", size = 11291034, upload-time = "2026-06-04T00:52:37.249Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/db/4de086c38ce96dcada2bd451f43171d2c237f96d8ed19a1ea8fe51bb8ef4/ty-0.0.43-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:281fc4c00fbc196045141faa085055bddc58846b04a2800204701415a1b9c6aa", size = 11364724, upload-time = "2026-06-04T00:52:33.138Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/d3/e3cd8e3233a6fd8362a49aa025b79e9f40151a2a86d811ace154c6eb7445/ty-0.0.43-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f57d6cc28de89024b48d1788e4758c05299d5749d4a51c02e71ac655ec23d9a5", size = 11890555, upload-time = "2026-06-04T00:52:22.711Z" },
-    { url = "https://files.pythonhosted.org/packages/80/7b/6f46d444e8241606bbde098df3dca93f2ec0b834a42055db85ee7d33646f/ty-0.0.43-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0a1d6ad6c5e7792c7eac0a01e550f2c2004462e01a64a91ea1636aba6fef6e71", size = 12450968, upload-time = "2026-06-04T00:52:28.94Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/e1/79fbe51f2e4b9d8347f2013cd7ed0b63f3b499038c02dc0357e9b28a3a47/ty-0.0.43-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:66d474395d7635fb618bdbb58b4e3360259a2056d0a5621b82754b9da2cd8a04", size = 12064187, upload-time = "2026-06-04T00:52:12.039Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/3f/c758a3a8df5b90d331f2b60c8f16021ee64d75e78f99d67cc4efc9bf5f4b/ty-0.0.43-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2663a0003a8b60fb98db7f6f6e673df80b21d0fe3a9868a26fb06b4e049b6fc4", size = 11943208, upload-time = "2026-06-04T00:52:31.14Z" },
-    { url = "https://files.pythonhosted.org/packages/54/5f/f516442749cf1b45ca6720a5d41df2738a486ed9ace774c03d515db89084/ty-0.0.43-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:d5a6c352d374d889189d5ec82b54b26a5885f769f7b7787f7f875500dcb8673e", size = 12143572, upload-time = "2026-06-04T00:52:18.457Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/bf/0d83c7f43bf4c10f3678bfe7d938e51c445298c7b923f155c5204730c2df/ty-0.0.43-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e7dbbeedfad3ca250d74fcc355fa9ab6b38d2a17f22d6304f615716939dbbb27", size = 11279355, upload-time = "2026-06-04T00:52:26.726Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/de/a6c978bef6d9e949f79f4782d9e4ee4df0893713e73b055d84c1a5116b9a/ty-0.0.43-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:24b18a0273ee46154996cfcfa27438f851f440c925587ec200df6f98dffe67d3", size = 11408412, upload-time = "2026-06-04T00:52:35.282Z" },
-    { url = "https://files.pythonhosted.org/packages/ec/b1/d13857c23867f0f76b92e38e5841c64ca5e76dc5d4bf27f52cb81d8ab685/ty-0.0.43-py3-none-musllinux_1_2_i686.whl", hash = "sha256:2ef681951520d692b7e9c0b5e56aacf4f98ccae47cf6ffccaf2c7b6b33dc226e", size = 11541709, upload-time = "2026-06-04T00:52:16.451Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/f1/cd6afc6f6a687e238bf5e12189f7920e81a0bdef6c3dba4c784ef140f7d9/ty-0.0.43-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:2af105de7437143aa4676b28016b5bee661aaaa4eff52be5867fb25119641ceb", size = 12041266, upload-time = "2026-06-04T00:52:43.541Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/ba/51ca7c3335da2b8d0a3e477fa4986be9f4a53b05bfab862967d8d2e6ca60/ty-0.0.43-py3-none-win32.whl", hash = "sha256:e4773115b0d6486ee30f1657fc8bdffe7e3a3f5300ab77ef2495da6e83e4694f", size = 10858724, upload-time = "2026-06-04T00:52:07.843Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/29/5d80453e5f7c520145fa058851da87230dbd7ca761a7675447a9fe504e0b/ty-0.0.43-py3-none-win_amd64.whl", hash = "sha256:48d3545094a4ae6395492c7e6ac90550fce969e0ed2815fbf8c5da9756676b7d", size = 11976157, upload-time = "2026-06-04T00:52:41.438Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/ed/befe5a543e5b95e754ed38ee95239e44efda9bc5f578db4ac1bc8dd758d6/ty-0.0.43-py3-none-win_arm64.whl", hash = "sha256:740ca33d7f75f655a4e7d475bc42dfb825c13219bb073fad30fcc04d35790c74", size = 11308680, upload-time = "2026-06-04T00:52:39.233Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/4c/c54937e4ff3fa7b34a99ea3387ec766bf0ad98dc8df8d792e89b388e658e/ty-0.0.64-py3-none-linux_armv6l.whl", hash = "sha256:3830a6675ab43635ced1c4c557f380ac4a49e9414e03975e4e4e8db644c64944", size = 12118357, upload-time = "2026-07-27T18:32:08.702Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/aa/a839ee2bc78e943d079e6abe199a97b4eeffb7e5c9a57326d69de452186a/ty-0.0.64-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:3ff07d7bc32a2135f58afe57393789a32ea2fed1a66216129a8e535e76043903", size = 11790882, upload-time = "2026-07-27T18:32:10.997Z" },
+    { url = "https://files.pythonhosted.org/packages/4c/de/19f14357888a7198438926303753cf749428e3d62e8980ff1e9a72a78402/ty-0.0.64-py3-none-macosx_11_0_arm64.whl", hash = "sha256:4f6d1c7f897cca05d12bacbf1435150d5ffa496099515aa6ed303c8b29e1d0bb", size = 11317394, upload-time = "2026-07-27T18:32:13.162Z" },
+    { url = "https://files.pythonhosted.org/packages/08/2f/f54462300535ab99b551eda733177be2eef5dbc2997d3fdb357c4ddd760a/ty-0.0.64-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:138d6c37ad4bf8583aa7a9b29d90954151d7856f9910a03eae3eb34b34c57215", size = 11863042, upload-time = "2026-07-27T18:32:15.307Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/95/dbecf745520ebe8bd7b02fc55eee6441c9be312ebf6addce605eb52740dd/ty-0.0.64-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1ed9719d1b7b66fb8efe073d860208a44c40af1f6cd5c2364aa9b323a1e579b4", size = 11910730, upload-time = "2026-07-27T18:32:17.467Z" },
+    { url = "https://files.pythonhosted.org/packages/3b/26/12cfd40028e51ceed7b3cb645281c61c02eb64ff9fb0c09231d65c30ff25/ty-0.0.64-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d68b23e5169e2137b5f1de7169ab0cebecab6c8eda374c34c1f6394308f58242", size = 12631936, upload-time = "2026-07-27T18:32:19.533Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/d0/65ffc2b0a686347193c6f98e9421a7fc2a96fc3cd0b1001cf7cf284baff9/ty-0.0.64-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f41cb07d89d32626fcaf3ed4d262778fcb28b2628b6ed1e172cd7b18820668d8", size = 13171049, upload-time = "2026-07-27T18:32:22.026Z" },
+    { url = "https://files.pythonhosted.org/packages/f6/a4/975a5961842dcd6fa60f0770a102c0bba7509da909ab652919bfcdcd4fc7/ty-0.0.64-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5f24e1504ab9e212f92356b82fe088fdeb3a39f9a2f4ff25e505d2e1d0db9056", size = 12826438, upload-time = "2026-07-27T18:32:24.178Z" },
+    { url = "https://files.pythonhosted.org/packages/af/ef/dfb9b7f9bcc032d3b540b0d1f55f532a336e2fb41b1bd539c05ae81a151a/ty-0.0.64-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86db830cb914bb33bb8247b66ccea58de4496c2391bd42658aba744b439f3290", size = 12440880, upload-time = "2026-07-27T18:32:26.341Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/d0/bedac20505e8a8f5501ad73d7d15d8e421a563fef59993909a23036929a4/ty-0.0.64-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:652ee3d6d03bea76cd2fe8949c78bb5970394ebd7c5fd270e9518c0dee1b931d", size = 12782439, upload-time = "2026-07-27T18:32:28.642Z" },
+    { url = "https://files.pythonhosted.org/packages/79/d5/795733f13ceff1378f08b3de0c49d0f518df220ed856b0dfac869f3b7c81/ty-0.0.64-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:4838768295774a86e95f9ec5633e739d016adbbb69dcbdc62f3549578a11f624", size = 11814821, upload-time = "2026-07-27T18:32:30.632Z" },
+    { url = "https://files.pythonhosted.org/packages/52/3e/9d99cd1e1831003434f508ed9f258a56543194afc3bbe051eba2545fa676/ty-0.0.64-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:5a3d700669868599edf39ce5125196682f15a8880cc8c669bc2a83b99984d99b", size = 11928678, upload-time = "2026-07-27T18:32:32.888Z" },
+    { url = "https://files.pythonhosted.org/packages/b8/3d/448f49a3503fb119a34348a5714bb92001f252fadbbb12d645f2e744b557/ty-0.0.64-py3-none-musllinux_1_2_i686.whl", hash = "sha256:b161f0a82a8e2f2432db3bf7702b4d3924fa9486ba0014f6710a160fc157df0d", size = 12202249, upload-time = "2026-07-27T18:32:34.905Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/9b/75768e562cec990d189dc05807ae72890b20ffbd1e1f43597bb98db63c60/ty-0.0.64-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:39b9dd42908df47c2dc57dda87e656fab97097ffd2618474bbdea986af0d6a9d", size = 12548817, upload-time = "2026-07-27T18:32:36.995Z" },
+    { url = "https://files.pythonhosted.org/packages/34/89/44cc276ea6ca0245495014758ffeadde1798fb0b5840c9cf36d8d2ed3250/ty-0.0.64-py3-none-win32.whl", hash = "sha256:d0676ab0e0935795e5843baa28dd5e366dc343d7c0945a996df9eab8e0644885", size = 11545474, upload-time = "2026-07-27T18:32:39.389Z" },
+    { url = "https://files.pythonhosted.org/packages/01/7e/d1c8a871a38d17c8f168b9a6975f6247f7660f8334e517656a5e4b4a4858/ty-0.0.64-py3-none-win_amd64.whl", hash = "sha256:dcb9bd31f54097e362b776c26ab4564d4564cdd1355cb883481167a26c03cc3f", size = 12542987, upload-time = "2026-07-27T18:32:41.412Z" },
+    { url = "https://files.pythonhosted.org/packages/35/4d/6d18640d0204cacd69abbaca95ad6a34c6d7e9169e9051d0117b17b827ec/ty-0.0.64-py3-none-win_arm64.whl", hash = "sha256:82cc34c1ad9a8feb6059aef193bebcecc656e548f6fab3d518bcd8b57d198d39", size = 11899263, upload-time = "2026-07-27T18:32:43.366Z" },
 ]

 [[package]]
@@ -2190,7 +2226,7 @@ name = "typing-inspection"
 version = "0.4.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version >= '3.11'" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/55/e3/70399cb7dd41c10ac53367ae42139cf4b1ca5f36bb3dc6c9d33acdb43655/typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464", size = 75949, upload-time = "2025-10-01T02:14:41.687Z" }
 wheels = [
@@ -2278,8 +2314,8 @@ name = "uvicorn"
 version = "0.44.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "click", marker = "python_full_version >= '3.11'" },
-    { name = "h11", marker = "python_full_version >= '3.11'" },
+    { name = "click" },
+    { name = "h11" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/5e/da/6eee1ff8b6cbeed47eeb5229749168e81eb4b7b999a1a15a7176e51410c9/uvicorn-0.44.0.tar.gz", hash = "sha256:6c942071b68f07e178264b9152f1f16dfac5da85880c4ce06366a96d70d4f31e", size = 86947, upload-time = "2026-04-06T09:23:22.826Z" }
 wheels = [
@@ -2383,7 +2419,7 @@ name = "watchfiles"
 version = "1.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "anyio", marker = "python_full_version >= '3.11'" },
+    { name = "anyio" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/c2/c9/8869df9b2a2d6c59d79220a4db37679e74f807c559ffe5265e08b227a210/watchfiles-1.1.1.tar.gz", hash = "sha256:a173cb5c16c4f40ab19cecf48a534c409f7ea983ab8fed0741304a1c0a31b3f2", size = 94440, upload-time = "2025-10-14T15:06:21.08Z" }
 wheels = [
@@ -68,7 +68,7 @@ def _create_root_model(

    def schema(
        cls: type[BaseModel],
-        by_alias: bool = True,  # noqa: FBT001,FBT002
+        by_alias: bool = True,
        ref_template: str = DEFAULT_REF_TEMPLATE,
    ) -> dict[str, Any]:
        # Complains about schema not being defined in superclass
@@ -80,7 +80,7 @@ def _create_root_model(

    def model_json_schema(
        cls: type[BaseModel],
-        by_alias: bool = True,  # noqa: FBT001,FBT002
+        by_alias: bool = True,
        ref_template: str = DEFAULT_REF_TEMPLATE,
        schema_generator: type[GenerateJsonSchema] = GenerateJsonSchema,
        mode: JsonSchemaMode = "validation",
@@ -3,6 +3,7 @@ from __future__ import annotations
 import asyncio
 import enum
 import inspect
+import logging
 import sys
 import warnings
 from collections.abc import (
@@ -63,6 +64,26 @@ try:
 except ImportError:
    _StreamingCallbackHandler = None  # type: ignore

+logger = logging.getLogger(__name__)
+
+
+def _trace_payload(value: Any, transform: Callable[[Any], Any] | None) -> Any:
+    """Return the payload to record on a run for `value`.
+
+    When `transform` is unset this is a passthrough, so unspecified nodes record exactly
+    as before. When set it always runs (regardless of tracing), but never affects
+    execution: if it raises, the untransformed value is recorded instead.
+    """
+    if transform is None:
+        return value
+    try:
+        return transform(value)
+    except Exception:
+        logger.exception(
+            "trace input/output processor raised; recording untransformed payload"
+        )
+        return value
+

 def _set_config_context(
    config: RunnableConfig, run: Any = None
@@ -572,6 +593,7 @@ class RunnableSeq(Runnable):
        *steps: RunnableLike,
        name: str | None = None,
        trace_inputs: Callable[[Any], Any] | None = None,
+        trace_outputs: Callable[[Any], Any] | None = None,
    ) -> None:
        """Create a new RunnableSeq.

@@ -597,6 +619,7 @@ class RunnableSeq(Runnable):
        self.steps = steps_flat
        self.name = name
        self.trace_inputs = trace_inputs
+        self.trace_outputs = trace_outputs

    def __or__(
        self,
@@ -658,7 +681,7 @@ class RunnableSeq(Runnable):
        # start the root run
        run_manager = callback_manager.on_chain_start(
            None,
-            self.trace_inputs(input) if self.trace_inputs is not None else input,
+            _trace_payload(input, self.trace_inputs),
            name=config.get("run_name") or self.get_name(),
            run_id=config.pop("run_id", None),
        )
@@ -689,7 +712,7 @@ class RunnableSeq(Runnable):
            run_manager.on_chain_error(e)
            raise
        else:
-            run_manager.on_chain_end(input)
+            run_manager.on_chain_end(_trace_payload(input, self.trace_outputs))
            return input

    async def ainvoke(
@@ -705,7 +728,7 @@ class RunnableSeq(Runnable):
        # start the root run
        run_manager = await callback_manager.on_chain_start(
            None,
-            self.trace_inputs(input) if self.trace_inputs is not None else input,
+            _trace_payload(input, self.trace_inputs),
            name=config.get("run_name") or self.get_name(),
            run_id=config.pop("run_id", None),
        )
@@ -742,7 +765,7 @@ class RunnableSeq(Runnable):
            await run_manager.on_chain_error(e)
            raise
        else:
-            await run_manager.on_chain_end(input)
+            await run_manager.on_chain_end(_trace_payload(input, self.trace_outputs))
            return input

    def stream(
@@ -758,7 +781,7 @@ class RunnableSeq(Runnable):
        # start the root run
        run_manager = callback_manager.on_chain_start(
            None,
-            self.trace_inputs(input) if self.trace_inputs is not None else input,
+            _trace_payload(input, self.trace_inputs),
            name=config.get("run_name") or self.get_name(),
            run_id=config.pop("run_id", None),
        )
@@ -803,7 +826,7 @@ class RunnableSeq(Runnable):
                run_manager.on_chain_error(e)
                raise
            else:
-                run_manager.on_chain_end(output)
+                run_manager.on_chain_end(_trace_payload(output, self.trace_outputs))

    async def astream(
        self,
@@ -818,7 +841,7 @@ class RunnableSeq(Runnable):
        # start the root run
        run_manager = await callback_manager.on_chain_start(
            None,
-            self.trace_inputs(input) if self.trace_inputs is not None else input,
+            _trace_payload(input, self.trace_inputs),
            name=config.get("run_name") or self.get_name(),
            run_id=config.pop("run_id", None),
        )
@@ -873,7 +896,9 @@ class RunnableSeq(Runnable):
                    await run_manager.on_chain_error(e)
                    raise
                else:
-                    await run_manager.on_chain_end(output)
+                    await run_manager.on_chain_end(
+                        _trace_payload(output, self.trace_outputs)
+                    )
        else:
            try:
                async with AsyncExitStack() as stack:
@@ -903,7 +928,9 @@ class RunnableSeq(Runnable):
                await run_manager.on_chain_error(e)
                raise
            else:
-                await run_manager.on_chain_end(output)
+                await run_manager.on_chain_end(
+                    _trace_payload(output, self.trace_outputs)
+                )


 def _consume_iter(it: Iterator[Any]) -> Any:
@@ -22,7 +22,7 @@ from pydantic import BaseModel
 from typing_extensions import NotRequired, Required, is_typeddict

 try:
-    from langgraph.checkpoint.serde._msgpack import (  # noqa: F401
+    from langgraph.checkpoint.serde._msgpack import (
        STRICT_MSGPACK_ENABLED,
    )
 except ImportError:
@@ -29,11 +29,25 @@ def _strip_extras(t):  # type: ignore[no-untyped-def]


 def _get_overwrite(value: Any) -> tuple[bool, Any]:
-    """Inspects the given value and returns (is_overwrite, overwrite_value)."""
+    """Inspects the given value and returns (is_overwrite, overwrite_value).
+
+    Recognises three forms:
+
+    * The typed `Overwrite` dataclass instance.
+    * The sentinel-keyed `{"__overwrite__": value}` dict form.
+    * The dataclass-erased `{"value": ..., "type": "__overwrite__"}` form that
+      results from JSON-serialising an `Overwrite` (e.g. an `orjson`-encoded
+      state update routed through the LangGraph API server). This keeps the
+      `Overwrite` semantics intact across JSON boundaries that strip dataclass
+      types.
+    """
    if isinstance(value, Overwrite):
        return True, value.value
-    if isinstance(value, dict) and len(value) == 1 and OVERWRITE in value:
-        return True, value[OVERWRITE]
+    if isinstance(value, dict):
+        if len(value) == 1 and OVERWRITE in value:
+            return True, value[OVERWRITE]
+        if value.get("type") == OVERWRITE and "value" in value:
+            return True, value["value"]
    return False, None


@@ -172,13 +172,11 @@ class DeltaChannel(Generic[Value], BaseChannel[Any, Any, Any]):
                overwrite_idx = i
        if overwrite_idx is not None:
            _, overwrite_value = _get_overwrite(values[overwrite_idx])
-            base = (
+            self.value = (
                _copy.copy(overwrite_value)
                if overwrite_value is not None
                else self.typ()
            )
-            remaining = [v for i, v in enumerate(values) if i != overwrite_idx]
-            self.value = self.reducer(base, remaining) if remaining else base
            return True
        base = self.typ() if self.value is MISSING else self.value
        self.value = self.reducer(base, list(values))
@@ -7,7 +7,7 @@ from typing import Any, Literal
 from warnings import warn

 # EmptyChannelError is re-exported from langgraph.channels.base
-from langgraph.checkpoint.base import EmptyChannelError  # noqa: F401
+from langgraph.checkpoint.base import EmptyChannelError
 from typing_extensions import deprecated

 from langgraph.types import Command, Interrupt
@@ -9,7 +9,13 @@ from langgraph.store.base import BaseStore

 from langgraph._internal._typing import EMPTY_SEQ
 from langgraph.runtime import Runtime
-from langgraph.types import CachePolicy, RetryPolicy, StreamWriter, TimeoutPolicy
+from langgraph.types import (
+    CachePolicy,
+    RetryPolicy,
+    StreamWriter,
+    TimeoutPolicy,
+    TracePolicy,
+)
 from langgraph.typing import ContextT, NodeInputT, NodeInputT_contra


@@ -93,3 +99,5 @@ class StateNodeSpec(Generic[NodeInputT, ContextT]):
    ends: tuple[str, ...] | dict[str, str] | None = EMPTY_SEQ
    defer: bool = False
    timeout: TimeoutPolicy | None = None
+    trace_policy: TracePolicy | None = None
+    """Optional policy controlling what this node records on its trace run."""
@@ -85,6 +85,7 @@ from langgraph.types import (
    RetryPolicy,
    Send,
    TimeoutPolicy,
+    TracePolicy,
    ensure_valid_checkpointer,
 )
 from langgraph.typing import ContextT, InputT, NodeInputT, OutputT, StateT
@@ -384,6 +385,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
        error_handler: StateNode[Any, ContextT] | None = None,
        destinations: dict[str, str] | tuple[str, ...] | None = None,
        timeout: float | timedelta | TimeoutPolicy | None = None,
+        trace_policy: TracePolicy | None = None,
        **kwargs: Unpack[DeprecatedKwargs],
    ) -> Self:
        """Add a new node to the `StateGraph`, input schema is inferred as the state schema.
@@ -453,6 +455,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
        error_handler: StateNode[Any, ContextT] | None = None,
        destinations: dict[str, str] | tuple[str, ...] | None = None,
        timeout: float | timedelta | TimeoutPolicy | None = None,
+        trace_policy: TracePolicy | None = None,
        **kwargs: Unpack[DeprecatedKwargs],
    ) -> Self:
        """Add a new node to the `StateGraph` where input schema is specified.
@@ -527,6 +530,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
        error_handler: StateNode[Any, ContextT] | None = None,
        destinations: dict[str, str] | tuple[str, ...] | None = None,
        timeout: float | timedelta | TimeoutPolicy | None = None,
+        trace_policy: TracePolicy | None = None,
        **kwargs: Unpack[DeprecatedKwargs],
    ) -> Self:
        """Add a new node to the `StateGraph`, input schema is inferred as the state schema.
@@ -596,6 +600,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
        error_handler: StateNode[Any, ContextT] | None = None,
        destinations: dict[str, str] | tuple[str, ...] | None = None,
        timeout: float | timedelta | TimeoutPolicy | None = None,
+        trace_policy: TracePolicy | None = None,
        **kwargs: Unpack[DeprecatedKwargs],
    ) -> Self:
        """Add a new node to the `StateGraph`, input schema is specified.
@@ -672,6 +677,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
        error_handler: StateNode[Any, ContextT] | None = None,
        destinations: dict[str, str] | tuple[str, ...] | None = None,
        timeout: float | timedelta | TimeoutPolicy | None = None,
+        trace_policy: TracePolicy | None = None,
        **kwargs: Unpack[DeprecatedKwargs],
    ) -> Self:
        """Add a new node to the `StateGraph`.
@@ -691,6 +697,10 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                If a sequence is provided, the first matching policy will be applied.
            cache_policy: The cache policy for the node.
            error_handler: Optional node-level error handler callable for this node.
+            trace_policy: Optional policy controlling how this node's run is traced. Its
+                `process_inputs` callable transforms the node's input before it is
+                recorded (e.g. to omit or summarize large message history) without
+                changing the value passed to the node. Does not affect execution.
            destinations: Destinations that indicate where a node can route to.

                Useful for edgeless graphs with nodes that return `Command` objects.
@@ -880,6 +890,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                ends=ends,
                defer=defer,
                timeout=timeout,
+                trace_policy=trace_policy,
            )
        elif inferred_input_schema is not None:
            self.nodes[node] = StateNodeSpec(
@@ -892,6 +903,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                ends=ends,
                defer=defer,
                timeout=timeout,
+                trace_policy=trace_policy,
            )
        else:
            self.nodes[node] = StateNodeSpec[StateT, ContextT](
@@ -904,6 +916,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
                ends=ends,
                defer=defer,
                timeout=timeout,
+                trace_policy=trace_policy,
            )

        input_schema = input_schema or inferred_input_schema
@@ -995,7 +1008,7 @@ class StateGraph(Generic[StateT, ContextT, InputT, OutputT]):
            Without type hints on the `path` function's return value (e.g., `-> Literal["foo", "__end__"]:`)
            or a path_map, the graph visualization assumes the edge could transition to any node in the graph.

-        """  # noqa: E501
+        """
        if self.compiled:
            logger.warning(
                "Adding an edge to a graph that has already been compiled. This will "
@@ -1530,6 +1543,7 @@ class CompiledStateGraph(
                error_handler_node=node.error_handler_node,
                bound=node.runnable,  # type: ignore[arg-type]
                timeout=node.timeout,
+                trace_policy=node.trace_policy,
            )
        else:
            raise RuntimeError
@@ -1,7 +1,7 @@
 from __future__ import annotations

 import uuid
-from collections.abc import Callable, Mapping
+from collections.abc import Callable, Iterable, Mapping
 from datetime import datetime, timezone
 from typing import Any, cast

@@ -14,6 +14,7 @@ from langgraph.checkpoint.base.id import uuid6
 from langgraph.checkpoint.serde.types import _DeltaSnapshot

 from langgraph._internal._config import DELTA_MAX_SUPERSTEPS_SINCE_SNAPSHOT
+from langgraph._internal._constants import PUSH
 from langgraph._internal._typing import MISSING
 from langgraph.channels.base import BaseChannel
 from langgraph.channels.delta import DeltaChannel
@@ -70,6 +71,81 @@ def delta_channels_to_snapshot(
    return result


+def get_updated_channels_from_tasks(
+    run_tasks: Iterable[Any],
+) -> set[str]:
+    """Channel names written by an update_state superstep (excluding PUSH)."""
+    return {c for task in run_tasks for c, _ in task.writes if c != PUSH}
+
+
+def get_delta_channels_from_all_channels(
+    channels: Mapping[str, BaseChannel],
+) -> set[str]:
+    """DeltaChannels to snapshot on the first update_state of a fresh thread."""
+    return {
+        k
+        for k, ch in channels.items()
+        if isinstance(ch, DeltaChannel) and ch.is_available()
+    }
+
+
+def create_metadata_for_update_state_api(
+    channels: Mapping[str, BaseChannel],
+    updated_channels: set[str],
+    *,
+    prev_metadata: Mapping[str, Any] | None,
+) -> dict[str, tuple[int, int]]:
+    """Advance ``counters_since_delta_snapshot`` for update_state on a non-fresh thread.
+
+    Mirrors the per-superstep counter bump in ``_loop._put_checkpoint``.
+    """
+    prev_counters = dict(
+        (prev_metadata or {}).get("counters_since_delta_snapshot") or {}
+    )
+    new_counters: dict[str, tuple[int, int]] = {}
+    for ch_name, ch in channels.items():
+        if not isinstance(ch, DeltaChannel):
+            continue
+        u, s = prev_counters.get(ch_name, (0, 0))
+        s += 1
+        if ch_name in updated_channels:
+            u += 1
+        new_counters[ch_name] = (u, s)
+    return new_counters
+
+
+def create_checkpoint_plan_for_update_state_api(
+    channels: Mapping[str, BaseChannel],
+    updated_channels: set[str],
+    *,
+    step: int,
+    parents: dict[str, Any],
+    saved_metadata: Mapping[str, Any] | None,
+    is_fresh_thread: bool,
+) -> tuple[set[str], dict[str, Any]]:
+    """Return ``(channels_to_snapshot, metadata)`` for an update_state head."""
+    metadata: dict[str, Any] = {
+        "source": "update",
+        "step": step,
+        "parents": parents,
+    }
+    if is_fresh_thread:
+        return get_delta_channels_from_all_channels(channels), metadata
+
+    new_counters = create_metadata_for_update_state_api(
+        channels,
+        updated_channels,
+        prev_metadata=saved_metadata,
+    )
+    channels_to_snapshot = delta_channels_to_snapshot(channels, new_counters)
+    for k in channels_to_snapshot:
+        new_counters[k] = (0, 0)
+    non_zero = {k: v for k, v in new_counters.items() if v != (0, 0)}
+    if non_zero:
+        metadata["counters_since_delta_snapshot"] = non_zero
+    return channels_to_snapshot, metadata
+
+
 def create_checkpoint(
    checkpoint: Checkpoint,
    channels: Mapping[str, BaseChannel] | None,
@@ -102,6 +178,11 @@ def create_checkpoint(
                continue
            ch = channels[k]
            if k in channels_to_snapshot:
+                # Callers force a full snapshot blob here: exit mode when a
+                # delta channel reaches its snapshot cadence, and update_state
+                # on a fresh thread (no ancestor to replay writes from). The
+                # manual version-bump below only applies to the exit-mode case.
+                #
                # In exit mode, the snapshot decision is deferred to exit
                # time (intermediate steps have do_checkpoint=False). The
                # channel's count may have reached snapshot_frequency over
@@ -70,6 +70,7 @@ from langgraph.callbacks import (
    GraphResumeEvent,
 )
 from langgraph.channels.base import BaseChannel
+from langgraph.channels.binop import _get_overwrite
 from langgraph.channels.delta import DeltaChannel
 from langgraph.channels.untracked_value import UntrackedValue
 from langgraph.constants import TAG_HIDDEN
@@ -221,6 +222,11 @@ class PregelLoop:
    # under the saver's `ORDER BY task_id, idx` sorting.
    _exit_delta_writes: list[tuple[int, str, str, Any]] | None = None

+    # Delta channels that saw an Overwrite since the last checkpoint. These
+    # channels must snapshot after live update applies overwrite semantics so
+    # sparse replay starts from the same post-overwrite value.
+    _delta_channels_with_overwrite: set[str]
+
    # The checkpoint_config that points at the parent loaded at `__enter__`
    # (or the synthetic-empty checkpoint, on first run). We capture it
    # eagerly because every `_put_checkpoint` advances `self.checkpoint_config`
@@ -677,6 +683,11 @@ class PregelLoop:
    def after_tick(self) -> None:
        # finish superstep
        writes = [w for t in self.tasks.values() for w in t.writes]
+        self._delta_channels_with_overwrite.update(
+            ch
+            for ch, v in writes
+            if isinstance(self.specs.get(ch), DeltaChannel) and _get_overwrite(v)[0]
+        )
        # all tasks have finished
        self.updated_channels = apply_writes(
            self.checkpoint,
@@ -980,6 +991,11 @@ class PregelLoop:
                manager=None,
                updated_channels=updated_channels,
            )
+            self._delta_channels_with_overwrite.update(
+                c
+                for c, v in input_writes
+                if isinstance(self.specs.get(c), DeltaChannel) and _get_overwrite(v)[0]
+            )
            # apply input writes
            updated_channels = apply_writes(
                self.checkpoint,
@@ -1120,6 +1136,7 @@ class PregelLoop:
        # create new checkpoint
        channels_to_snapshot = (
            delta_channels_to_snapshot(self.channels, new_counters)
+            | self._delta_channels_with_overwrite
            if do_checkpoint
            else set()
        )
@@ -1136,6 +1153,8 @@ class PregelLoop:
        )
        for k in channels_to_snapshot:
            new_counters[k] = (0, 0)
+        if do_checkpoint:
+            self._delta_channels_with_overwrite.difference_update(channels_to_snapshot)
        non_zero = {k: v for k, v in new_counters.items() if v != (0, 0)}
        if non_zero:
            self.checkpoint_metadata["counters_since_delta_snapshot"] = non_zero
@@ -1218,7 +1237,10 @@ class PregelLoop:
        counters = dict(
            self.checkpoint_metadata.get("counters_since_delta_snapshot") or {}
        )
-        channels_to_snapshot = delta_channels_to_snapshot(self.channels, counters)
+        channels_to_snapshot = (
+            delta_channels_to_snapshot(self.channels, counters)
+            | self._delta_channels_with_overwrite
+        )

        pending = [
            (step, tid, ch, v)
@@ -1662,6 +1684,7 @@ class SyncPregelLoop(PregelLoop, AbstractContextManager):
        )
        self._delta_write_futs = []
        self._error_handler_write_futs = []
+        self._delta_channels_with_overwrite = set()
        self._exit_delta_writes = (
            [] if self.durability == "exit" and self.checkpointer is not None else None
        )
@@ -1919,6 +1942,7 @@ class AsyncPregelLoop(PregelLoop, AbstractAsyncContextManager):
        )
        self._delta_write_futs = []
        self._error_handler_write_futs = []
+        self._delta_channels_with_overwrite = set()
        self._exit_delta_writes = (
            [] if self.durability == "exit" and self.checkpointer is not None else None
        )
@@ -16,7 +16,7 @@ from langgraph._internal._timeout import coerce_timeout_policy
 from langgraph.pregel._utils import find_subgraph_pregel
 from langgraph.pregel._write import ChannelWrite
 from langgraph.pregel.protocol import PregelProtocol
-from langgraph.types import CachePolicy, RetryPolicy, TimeoutPolicy
+from langgraph.types import CachePolicy, RetryPolicy, TimeoutPolicy, TracePolicy

 READ_TYPE = Callable[[str | Sequence[str], bool], Any | dict[str, Any]]
 INPUT_CACHE_KEY_TYPE = tuple[Callable[..., Any], tuple[str, ...]]
@@ -138,6 +138,9 @@ class PregelNode:
    metadata: Mapping[str, Any] | None
    """Metadata to attach to the node for tracing."""

+    trace_policy: TracePolicy | None
+    """Optional policy controlling what this node records on its trace run."""
+
    is_error_handler: bool
    """Whether this node is registered as an error handler node."""

@@ -156,6 +159,7 @@ class PregelNode:
        writers: list[Runnable] | None = None,
        tags: list[str] | None = None,
        metadata: Mapping[str, Any] | None = None,
+        trace_policy: TracePolicy | None = None,
        bound: Runnable[Any, Any] | None = None,
        retry_policy: RetryPolicy | Sequence[RetryPolicy] | None = None,
        cache_policy: CachePolicy | None = None,
@@ -177,6 +181,7 @@ class PregelNode:
        self.timeout = coerce_timeout_policy(timeout)
        self.tags = tags
        self.metadata = metadata
+        self.trace_policy = trace_policy
        self.is_error_handler = is_error_handler
        self.error_handler_node = error_handler_node
        if subgraphs is not None:
@@ -222,14 +227,23 @@ class PregelNode:
    def node(self) -> Runnable[Any, Any] | None:
        """Get a runnable that combines `bound` and `writers`."""
        writers = self.flat_writers
+        trace_inputs = self.trace_policy.process_inputs if self.trace_policy else None
+        trace_outputs = self.trace_policy.process_outputs if self.trace_policy else None
        if self.bound is DEFAULT_BOUND and not writers:
            return None
        elif self.bound is DEFAULT_BOUND and len(writers) == 1:
            return writers[0]
        elif self.bound is DEFAULT_BOUND:
-            return RunnableSeq(*writers)
+            return RunnableSeq(
+                *writers, trace_inputs=trace_inputs, trace_outputs=trace_outputs
+            )
        elif writers:
-            return RunnableSeq(self.bound, *writers)
+            return RunnableSeq(
+                self.bound,
+                *writers,
+                trace_inputs=trace_inputs,
+                trace_outputs=trace_outputs,
+            )
        else:
            return self.bound

@@ -108,7 +108,6 @@ from langgraph.callbacks import (
    get_sync_graph_callback_manager_for_config,
 )
 from langgraph.channels.base import BaseChannel
-from langgraph.channels.delta import DeltaChannel
 from langgraph.channels.topic import Topic
 from langgraph.config import get_config
 from langgraph.constants import END
@@ -133,7 +132,9 @@ from langgraph.pregel._checkpoint import (
    channels_from_checkpoint,
    copy_checkpoint,
    create_checkpoint,
+    create_checkpoint_plan_for_update_state_api,
    empty_checkpoint,
+    get_updated_channels_from_tasks,
 )
 from langgraph.pregel._draw import draw_graph
 from langgraph.pregel._io import map_input, read_channels
@@ -1996,35 +1997,14 @@ class Pregel(
                        },
                    ),
                )
-            # save task writes
-            has_delta_writes = any(
-                isinstance(channels.get(c), DeltaChannel)
-                for task in run_tasks
-                for c, _ in task.writes
-            )
-            should_put_writes = saved is not None or has_delta_writes
-
-            if saved is None and has_delta_writes:
-                # If there is no previous checkpoint, we need to create a stub checkpoint
-                # so the first delta writes has a parent to anchor under.
-                # This is the model of DeltaChannel.
-                stub = empty_checkpoint()
-                checkpoint_config = checkpointer.put(
-                    patch_configurable(
-                        checkpoint_config, {CONFIG_KEY_CHECKPOINT_ID: None}
-                    ),
-                    stub,
-                    {"source": "update", "step": -1, "parents": {}},
-                    {},
-                )
-
-            for task_id, task in zip(run_task_ids, run_tasks):
-                # channel writes are saved to current checkpoint
-                channel_writes = [w for w in task.writes if w[0] != PUSH]
-                if should_put_writes and channel_writes:
-                    checkpointer.put_writes(checkpoint_config, channel_writes, task_id)
-
-            # apply to checkpoint and save
+            updated_channels = get_updated_channels_from_tasks(run_tasks)
+            if saved is not None:
+                for task_id, task in zip(run_task_ids, run_tasks):
+                    channel_writes = [w for w in task.writes if w[0] != PUSH]
+                    if channel_writes:
+                        checkpointer.put_writes(
+                            checkpoint_config, channel_writes, task_id
+                        )
            apply_writes(
                checkpoint,
                channels,
@@ -2032,21 +2012,35 @@ class Pregel(
                checkpointer.get_next_version,
                self.trigger_to_nodes,
            )
-            checkpoint = create_checkpoint(checkpoint, channels, step + 1)
+            channels_to_snapshot, checkpoint_metadata = (
+                create_checkpoint_plan_for_update_state_api(
+                    channels,
+                    updated_channels,
+                    step=step + 1,
+                    parents=saved.metadata.get("parents", {}) if saved else {},
+                    saved_metadata=saved.metadata if saved else None,
+                    is_fresh_thread=saved is None,
+                )
+            )
+            checkpoint = create_checkpoint(
+                checkpoint,
+                channels,
+                step + 1,
+                updated_channels=updated_channels if channels_to_snapshot else None,
+                get_next_version=checkpointer.get_next_version
+                if channels_to_snapshot
+                else None,
+                channels_to_snapshot=channels_to_snapshot,
+            )
            next_config = checkpointer.put(
                checkpoint_config,
                checkpoint,
-                {
-                    "source": "update",
-                    "step": step + 1,
-                    "parents": saved.metadata.get("parents", {}) if saved else {},
-                },
+                checkpoint_metadata,
                get_new_channel_versions(
                    checkpoint_previous_versions, checkpoint["channel_versions"]
                ),
            )
            for task_id, task in zip(run_task_ids, run_tasks):
-                # save push writes
                if push_writes := [w for w in task.writes if w[0] == PUSH]:
                    checkpointer.put_writes(next_config, push_writes, task_id)

@@ -2463,36 +2457,14 @@ class Pregel(
                        },
                    ),
                )
-            # save task writes
-            has_delta_writes = any(
-                isinstance(channels.get(c), DeltaChannel)
-                for task in run_tasks
-                for c, _ in task.writes
-            )
-            should_put_writes = saved is not None or has_delta_writes
-
-            if saved is None and has_delta_writes:
-                # If there is no previous checkpoint, we need to create a stub checkpoint
-                # so the first delta writes has a parent to anchor under.
-                # This is the model of DeltaChannel.
-                stub = empty_checkpoint()
-                checkpoint_config = await checkpointer.aput(
-                    patch_configurable(
-                        checkpoint_config, {CONFIG_KEY_CHECKPOINT_ID: None}
-                    ),
-                    stub,
-                    {"source": "update", "step": -1, "parents": {}},
-                    {},
-                )
-
-            for task_id, task in zip(run_task_ids, run_tasks):
-                # channel writes are saved to current checkpoint
-                channel_writes = [w for w in task.writes if w[0] != PUSH]
-                if should_put_writes and channel_writes:
-                    await checkpointer.aput_writes(
-                        checkpoint_config, channel_writes, task_id
-                    )
-            # apply to checkpoint and save
+            updated_channels = get_updated_channels_from_tasks(run_tasks)
+            if saved is not None:
+                for task_id, task in zip(run_task_ids, run_tasks):
+                    channel_writes = [w for w in task.writes if w[0] != PUSH]
+                    if channel_writes:
+                        await checkpointer.aput_writes(
+                            checkpoint_config, channel_writes, task_id
+                        )
            apply_writes(
                checkpoint,
                channels,
@@ -2500,22 +2472,35 @@ class Pregel(
                checkpointer.get_next_version,
                self.trigger_to_nodes,
            )
-            checkpoint = create_checkpoint(checkpoint, channels, step + 1)
-            # save checkpoint, after applying writes
+            channels_to_snapshot, checkpoint_metadata = (
+                create_checkpoint_plan_for_update_state_api(
+                    channels,
+                    updated_channels,
+                    step=step + 1,
+                    parents=saved.metadata.get("parents", {}) if saved else {},
+                    saved_metadata=saved.metadata if saved else None,
+                    is_fresh_thread=saved is None,
+                )
+            )
+            checkpoint = create_checkpoint(
+                checkpoint,
+                channels,
+                step + 1,
+                updated_channels=updated_channels if channels_to_snapshot else None,
+                get_next_version=checkpointer.get_next_version
+                if channels_to_snapshot
+                else None,
+                channels_to_snapshot=channels_to_snapshot,
+            )
            next_config = await checkpointer.aput(
                checkpoint_config,
                checkpoint,
-                {
-                    "source": "update",
-                    "step": step + 1,
-                    "parents": saved.metadata.get("parents", {}) if saved else {},
-                },
+                checkpoint_metadata,
                get_new_channel_versions(
                    checkpoint_previous_versions, checkpoint["channel_versions"]
                ),
            )
            for task_id, task in zip(run_task_ids, run_tasks):
-                # save push writes
                if push_writes := [w for w in task.writes if w[0] == PUSH]:
                    await checkpointer.aput_writes(next_config, push_writes, task_id)
            return patch_checkpoint_map(next_config, saved.metadata if saved else None)
@@ -3527,7 +3512,7 @@ class Pregel(
        control: RunControl | None = None,
        transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
        **kwargs: Any,
-    ) -> Any:
+    ) -> GraphRunStream:
        """Internal v3 sync streaming implementation. Public entry: stream_events(version='v3').

        Extra keyword arguments are forwarded to the underlying ``stream(...)``
@@ -3583,7 +3568,7 @@ class Pregel(
        control: RunControl | None = None,
        transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
        **kwargs: Any,
-    ) -> Any:
+    ) -> AsyncGraphRunStream:
        """Internal v3 async streaming implementation. Public entry: astream_events(version='v3').

        Extra keyword arguments are forwarded to the underlying ``astream(...)``
@@ -3648,7 +3633,7 @@ class Pregel(
        control: RunControl | None = None,
        transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
        **kwargs: Any,
-    ) -> Any: ...
+    ) -> GraphRunStream: ...

    def stream_events(
        self,
@@ -3753,7 +3738,7 @@ class Pregel(
        control: RunControl | None = None,
        transformers: Sequence[Callable[[tuple[str, ...]], Any]] | None = None,
        **kwargs: Any,
-    ) -> Awaitable[Any]: ...
+    ) -> Awaitable[AsyncGraphRunStream]: ...

    def astream_events(
        self,
@@ -12,7 +12,13 @@ from langgraph.stream._mux import StreamMux
 from langgraph.stream._types import ProtocolEvent

 if TYPE_CHECKING:
-    from langgraph.stream.transformers import SubgraphStatus
+    from langchain_core.language_models.chat_model_stream import (
+        AsyncChatModelStream,
+        ChatModelStream,
+    )
+
+    from langgraph.stream.stream_channel import StreamChannel
+    from langgraph.stream.transformers import LifecyclePayload, SubgraphStatus


 def _drive_until_done(pump: Callable[[], bool]) -> None:
@@ -48,6 +54,16 @@ class GraphRunStream:
        experimental and may change.
    """

+    # Native projections always registered by `stream_events(version="v3")`.
+    # Attached dynamically by the `setattr` loop in `__init__`; declared here
+    # so type checkers see them. Opt-in native projections (`updates`,
+    # `custom`, `checkpoints`, `debug`, `tasks`) are only present when their
+    # transformer is registered, so they are reached via `extensions[...]`.
+    values: StreamChannel[dict[str, Any]]
+    messages: StreamChannel[ChatModelStream]
+    lifecycle: StreamChannel[LifecyclePayload]
+    subgraphs: StreamChannel[SubgraphRunStream]
+
    def __init__(
        self,
        graph_iter: Iterator[Any] | None,
@@ -329,6 +345,16 @@ class AsyncGraphRunStream:
        experimental and may change.
    """

+    # Native projections always registered by `astream_events(version="v3")`.
+    # Attached dynamically by the `setattr` loop in `__init__`; declared here
+    # so type checkers see them. Opt-in native projections (`updates`,
+    # `custom`, `checkpoints`, `debug`, `tasks`) are only present when their
+    # transformer is registered, so they are reached via `extensions[...]`.
+    values: StreamChannel[dict[str, Any]]
+    messages: StreamChannel[AsyncChatModelStream]
+    lifecycle: StreamChannel[LifecyclePayload]
+    subgraphs: StreamChannel[AsyncSubgraphRunStream]
+
    def __init__(
        self,
        graph_aiter: AsyncIterator[Any] | None,
@@ -70,6 +70,8 @@ __all__ = (
    "RetryPolicy",
    "TimeoutPolicy",
    "CachePolicy",
+    "TracePolicy",
+    "omit_payload",
    "Interrupt",
    "StateUpdate",
    "PregelTask",
@@ -527,6 +529,44 @@ class CachePolicy(Generic[KeyFuncT]):
    """Time to live for the cache entry in seconds. If `None`, the entry never expires."""


+@dataclass(**_DC_KWARGS)
+class TracePolicy:
+    """Configuration for how a node's run is traced.
+
+    Scope: this only transforms what the node's *own* run records. Child runs created
+    by a traced `bound` runnable and the root graph run are not affected. Plain
+    function nodes are traced with `trace=False`, so they have no such child runs.
+
+    Not intended to redact secrets. To redact inputs/outputs across all runs
+    (children included), use the LangSmith client's
+    `hide_inputs`/`hide_outputs`/`anonymizer` instead.
+
+    Each processor receives the node's raw input/output value (not a normalized
+    kwargs dict) and returns the value to record.
+    """
+
+    process_inputs: Callable[[Any], Any] | None = None
+    """Optional callable to transform the node's input before it is recorded on the
+    node's trace run. Can be used to omit or summarize large payloads
+    (e.g. message history). Not intended to affect the value passed to the node; avoid
+    mutating arguments in place."""
+
+    process_outputs: Callable[[Any], Any] | None = None
+    """Optional callable to transform the node's output before it is recorded on the
+    node's trace run. Can be used to omit or summarize large payloads
+    (e.g. message history). Not intended to affect the value returned by the node; avoid
+    mutating arguments in place."""
+
+
+def omit_payload(_value: Any) -> dict[str, Any]:
+    """`TracePolicy` helper that records an empty payload, dropping the value entirely.
+
+    Use as `process_inputs` and/or `process_outputs` on a `TracePolicy` to keep a node's
+    span and its timing while omitting its inputs/outputs from the trace.
+    """
+    return {}
+
+
 _DEFAULT_INTERRUPT_ID = "placeholder-id"


@@ -976,3 +1016,9 @@ class Overwrite:

    value: Any
    """The value to write directly to the channel, bypassing any reducer."""
+
+    type: Literal["__overwrite__"] = "__overwrite__"
+    """Discriminator field. Lets the channel reducer recognise an `Overwrite`
+    even after its dataclass form is JSON-serialised and the typed instance
+    is lost (e.g. an `orjson`-encoded state update routed through the
+    LangGraph API server)."""
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"

 [project]
 name = "langgraph"
-version = "1.2.6"
+version = "1.2.11"
 description = "Building stateful, multi-actor applications with LLMs"
 authors = []
 requires-python = ">=3.10"
@@ -89,8 +89,12 @@ langgraph-sdk = { path = "../sdk-py", editable = true }
 langgraph-cli = { path = "../cli", editable = true }

 [tool.ruff]
-lint.select = [ "E", "F", "I", "TID251", "UP" ]
+lint.select = [ "E", "F", "I", "PLC0415", "RUF100", "TID251", "UP" ]
 lint.ignore = [ "E501" ]
+# PLC0415 (import-outside-top-level) is enforced in tests only. Library code
+# still has deferred imports that have not been reviewed, so it stays exempt
+# for now.
+lint.per-file-ignores = { "langgraph/**" = ["PLC0415"] }
 line-length = 88
 indent-width = 4
 extend-include = ["*.ipynb"]
@@ -1,5 +1,6 @@
 import os
 import tempfile
+import time
 from collections import defaultdict
 from functools import partial
 from typing import Any
@@ -73,8 +74,6 @@ class MemorySaverAssertImmutable(InMemorySaver):
        new_versions: ChannelVersions,
    ) -> None:
        if self.put_sleep:
-            import time
-
            time.sleep(self.put_sleep)
        # assert checkpoint hasn't been modified since last written
        thread_id = config["configurable"]["thread_id"]
@@ -2,14 +2,16 @@ import operator
 from collections.abc import Sequence
 from typing import Annotated

+import orjson
 import pytest
 from langchain_core.messages import AIMessage, HumanMessage, RemoveMessage
 from langgraph.checkpoint.memory import InMemorySaver
 from langgraph.checkpoint.serde.types import _DeltaSnapshot
 from typing_extensions import NotRequired, TypedDict

+from langgraph._internal._constants import OVERWRITE
 from langgraph._internal._typing import MISSING
-from langgraph.channels.binop import BinaryOperatorAggregate
+from langgraph.channels.binop import BinaryOperatorAggregate, _get_overwrite
 from langgraph.channels.delta import DeltaChannel
 from langgraph.channels.last_value import LastValue
 from langgraph.channels.topic import Topic
@@ -186,6 +188,43 @@ def test_delta_channel_overwrite() -> None:
    assert ch.get()[0].content == "new"


+def test_overwrite_dataclass_form_survives_json_roundtrip() -> None:
+    """`Overwrite` serialised with `orjson` collapses to a plain dict but
+    must still be recognised as an overwrite by the channel reducer.
+
+    Without the `type` discriminator the dataclass-erased shape (`{"value":
+    ...}`) is indistinguishable from a literal channel value, and downstream
+    reducers raise `MESSAGE_COERCION_FAILURE` (or similar) on read.
+    """
+
+    ow = Overwrite(value=[HumanMessage(content="new", id="h2")])
+    erased = orjson.loads(orjson.dumps(ow, default=lambda o: o.model_dump()))
+
+    assert erased["type"] == OVERWRITE
+    is_overwrite, value = _get_overwrite(erased)
+    assert is_overwrite
+    assert isinstance(value, list)
+    assert value[0]["content"] == "new"
+
+
+def test_overwrite_sentinel_dict_still_recognised() -> None:
+    """The pre-existing `{"__overwrite__": value}` dict form continues to be
+    recognised. This is the canonical sentinel emitted by producers that do
+    not have an `Overwrite` dataclass available."""
+
+    is_overwrite, value = _get_overwrite({OVERWRITE: ["b"]})
+    assert is_overwrite
+    assert value == ["b"]
+
+
+def test_overwrite_non_matching_dict_not_recognised() -> None:
+    """Dicts that resemble the erased shape but do not carry the
+    `__overwrite__` discriminator must not be misclassified as overwrites."""
+
+    assert _get_overwrite({"value": ["b"]}) == (False, None)
+    assert _get_overwrite({"type": "human", "value": "hi"}) == (False, None)
+
+
 def test_delta_channel_remove_message_and_replay() -> None:
    """RemoveMessage must round-trip correctly when writes are replayed."""
    spec = DeltaChannel(_messages_delta_reducer, list)
@@ -397,6 +436,93 @@ def test_delta_channel_inmemory_saver_assembles_writes() -> None:
    assert len(state.values["messages"]) == 4  # 2 human + 2 AI


+def test_delta_channel_overwrite_superstep_snapshots() -> None:
+    def reducer(state: list[str], writes: Sequence[list[str]]) -> list[str]:
+        result = list(state)
+        for write in writes:
+            result.extend(write)
+        return result
+
+    class State(TypedDict):
+        items: Annotated[
+            list[str], DeltaChannel(reducer, list, snapshot_frequency=1000)
+        ]
+
+    def node_a(state: State) -> dict:
+        return {"items": ["a"]}
+
+    def node_b(state: State) -> dict:
+        return {"items": Overwrite(["b"])}
+
+    def node_c(state: State) -> dict:
+        return {"items": ["c"]}
+
+    builder = StateGraph(State)
+    builder.add_node("node_a", node_a)
+    builder.add_node("node_b", node_b)
+    builder.add_node("node_c", node_c)
+    builder.add_edge(START, "node_a")
+    builder.add_edge("node_a", "node_b")
+    builder.add_edge("node_a", "node_c")
+
+    saver = InMemorySaver()
+    graph = builder.compile(checkpointer=saver)
+    config = {"configurable": {"thread_id": "overwrite-snapshot"}}
+
+    result = graph.invoke({"items": ["START"]}, config)
+    assert result == {"items": ["b"]}
+
+    saved = saver.get_tuple(config)
+    assert saved is not None
+    snapshot = saved.checkpoint["channel_values"].get("items")
+    assert isinstance(snapshot, _DeltaSnapshot)
+    assert snapshot.value == ["b"]
+    assert saved.metadata.get("counters_since_delta_snapshot", {}).get("items") is None
+
+
+def test_delta_channel_replay_after_overwrite_snapshot() -> None:
+    def reducer(state: list[str], writes: Sequence[list[str]]) -> list[str]:
+        result = list(state)
+        for write in writes:
+            result.extend(write)
+        return result
+
+    class State(TypedDict):
+        items: Annotated[
+            list[str], DeltaChannel(reducer, list, snapshot_frequency=1000)
+        ]
+
+    calls = 0
+
+    def node(state: State) -> dict:
+        nonlocal calls
+        calls += 1
+        if calls == 1:
+            return {"items": Overwrite(["reset"])}
+        return {"items": ["after"]}
+
+    builder = StateGraph(State)
+    builder.add_node("node", node)
+    builder.add_edge(START, "node")
+
+    saver = InMemorySaver()
+    graph = builder.compile(checkpointer=saver)
+    config = {"configurable": {"thread_id": "overwrite-replay"}}
+
+    assert graph.invoke({"items": ["before"]}, config) == {"items": ["reset"]}
+    first_saved = saver.get_tuple(config)
+    assert first_saved is not None
+    assert isinstance(
+        first_saved.checkpoint["channel_values"].get("items"), _DeltaSnapshot
+    )
+
+    assert graph.invoke({"items": []}, config) == {"items": ["reset", "after"]}
+    second_saved = saver.get_tuple(config)
+    assert second_saved is not None
+    assert "items" not in second_saved.checkpoint["channel_values"]
+    assert graph.get_state(config).values == {"items": ["reset", "after"]}
+
+
 # ---------------------------------------------------------------------------
 # DeltaChannel — dict reducer
 # ---------------------------------------------------------------------------
@@ -24,7 +24,7 @@ class _TrackingCallback(BaseCallbackHandler):
    def __init__(self) -> None:
        self.called = False

-    def on_chain_start(self, *args, **kwargs) -> None:  # noqa: ANN002, ANN003
+    def on_chain_start(self, *args, **kwargs) -> None:
        self.called = True


@@ -55,7 +55,7 @@ async def test_with_config_configurable_preserved_on_invoke() -> None:
    builder = StateGraph(dict)
    captured: dict = {}

-    def node(state, config):  # noqa: ANN001
+    def node(state, config):
        captured.update(config.get("configurable") or {})
        return state

@@ -79,7 +79,7 @@ async def test_with_config_metadata_preserved_on_invoke() -> None:
    builder = StateGraph(dict)
    captured: dict = {}

-    def node(state, config):  # noqa: ANN001
+    def node(state, config):
        captured.update(config.get("metadata") or {})
        return state

@@ -104,7 +104,7 @@ async def test_with_config_tags_preserved_on_invoke() -> None:
    builder = StateGraph(dict)
    captured: list = []

-    def node(state, config):  # noqa: ANN001
+    def node(state, config):
        captured.extend(config.get("tags") or [])
        return state

@@ -220,7 +220,7 @@ def _checkpointers() -> list[tuple[str, Any]]:
    result: list[tuple[str, Any]] = [("InMemory", None)]
    if _POSTGRES_AVAILABLE:
        try:
-            import psycopg
+            import psycopg  # noqa: PLC0415

            psycopg.connect(_POSTGRES_URI).close()
            result.append(("Postgres", "postgres"))
@@ -616,3 +616,117 @@ async def test_add_messages_to_delta_migration_preserves_message_history_async()
    assert [m.id for m in snap.values["messages"]] == ["h1", "a1"], (
        f"async tip hydration mismatch: got {[m.id for m in snap.values['messages']]}"
    )
+
+
+# ---------------------------------------------------------------------------
+# 8. First post-migration write, read back cold (regression for #8384)
+#
+# The migration boundary produces a checkpoint that carries BOTH a pre-delta
+# plain-value blob AND the pending write that produced its (delta-era) child.
+# That write is not subsumed by the blob — the blob is the value ENTERING that
+# checkpoint. A saver whose ancestor walk skips the seed checkpoint's own
+# writes silently drops the first post-migration write.
+#
+# The failure is invisible to the live `invoke` return value (computed
+# in-memory before persistence), so these tests must assert on a COLD read.
+# It is also invisible at `snapshot_frequency=1`, where every write is its own
+# snapshot boundary and the walk never terminates on a plain value — hence the
+# explicit default-frequency coverage.
+# ---------------------------------------------------------------------------
+
+
+def test_first_post_migration_write_survives_cold_read() -> None:
+    """One non-snapshotting write after migrating a thread to `DeltaChannel`
+    must still be present when the state is read back from the checkpointer.
+
+    Regression for #8384: `invoke` returned the correct value while
+    `get_state` dropped the write permanently.
+    """
+
+    checkpointer = InMemorySaver()
+    config = {"configurable": {"thread_id": "first-post-migration"}}
+
+    binop = _binop_graph(checkpointer)
+    binop.invoke({"items": ["a"]}, config)
+
+    delta = _delta_graph(checkpointer)
+    live = delta.invoke({"items": ["b"]}, config)
+    assert list(live["items"]) == ["a", "b"], "live invoke lost the write"
+
+    cold = delta.get_state(config)
+    assert list(cold.values["items"]) == ["a", "b"], (
+        "first post-migration write dropped on cold read: "
+        f"got {list(cold.values['items'])}"
+    )
+
+
+async def test_first_post_migration_write_survives_cold_read_async() -> None:
+    """Async variant of the #8384 regression."""
+
+    checkpointer = InMemorySaver()
+    config = {"configurable": {"thread_id": "first-post-migration-async"}}
+
+    binop = _binop_graph(checkpointer)
+    await binop.ainvoke({"items": ["a"]}, config)
+
+    delta = _delta_graph(checkpointer)
+    live = await delta.ainvoke({"items": ["b"]}, config)
+    assert list(live["items"]) == ["a", "b"], "live ainvoke lost the write"
+
+    cold = await delta.aget_state(config)
+    assert list(cold.values["items"]) == ["a", "b"], (
+        "first post-migration write dropped on cold read: "
+        f"got {list(cold.values['items'])}"
+    )
+
+
+def test_post_migration_writes_match_base_saver_fallback() -> None:
+    """Parity across the migration boundary WITH post-migration writes.
+
+    `test_base_saver_fallback_matches_optimized_override` only reads a
+    pre-migration chain, so the optimized override and the reference walk
+    never disagree there. Driving writes after the migration is what
+    separates them.
+    """
+
+    def _run(saver: Any, thread: str) -> list[tuple[Any, list]]:
+        config = {"configurable": {"thread_id": thread}}
+        _drive(_binop_graph(saver), config, "u", 2)
+        delta = _delta_graph(saver)
+        _drive(delta, config, "d", 3)
+        return [
+            (s.next, list(s.values.get("items", [])))
+            for s in delta.get_state_history(config)
+        ]
+
+    fast = _run(InMemorySaver(), "fast")
+    slow = _run(_ThirdPartyStyleSaver(), "slow")
+
+    assert fast == slow, (
+        "optimized override diverges from the base-saver fallback once "
+        f"post-migration writes exist; fast={fast}, slow={slow}"
+    )
+    # Guard the assertion above against both paths being wrong in the same way.
+    assert fast[0][1] == ["u0", "u1", "d0", "d1", "d2"], (
+        f"unexpected accumulated state: {fast[0][1]}"
+    )
+
+
+def test_add_messages_migration_keeps_first_post_migration_message() -> None:
+    """The `add_messages` -> `DeltaChannel` path is the one Deep Agents takes;
+    dropping the first post-migration write loses a real user message.
+    """
+
+    checkpointer = InMemorySaver()
+    config = {"configurable": {"thread_id": "add-messages-first-write"}}
+
+    pre_graph = _add_messages_graph(checkpointer)
+    pre_graph.invoke({"messages": [HumanMessage(content="hello", id="h1")]}, config)
+
+    delta_graph = _delta_messages_graph(checkpointer)
+    delta_graph.invoke({"messages": [HumanMessage(content="second", id="h2")]}, config)
+
+    ids = [m.id for m in delta_graph.get_state(config).values["messages"]]
+    # h1 is the pre-migration seed, h2 the write that was being dropped; both
+    # have to survive, and in order.
+    assert ids == ["h1", "h2"], f"expected ['h1', 'h2'], got {ids}"
@@ -1,20 +1,19 @@
 """Tests for `update_state` / `aupdate_state` against `DeltaChannel`.

-Originally a regression suite for deepagents#3774 — `update_state` on a *fresh*
-thread silently dropped the first write to a `DeltaChannel`-backed channel
-because channel writes were only persisted when a previous checkpoint existed.
-Fixed by lazily persisting an empty stub checkpoint on a fresh thread so the
-first write has a parent to anchor under (mirrors the exit-mode lazy-stub
-pattern in `_loop._put_exit_delta_writes`).
+Regression suite for deepagents#3774 and Postgres read-path compatibility.
+
+Fresh-thread ``update_state`` force-snapshots DeltaChannels (1.2.8). Non-fresh
+``update_state`` persists ``checkpoint_writes`` on the parent, advances
+``counters_since_delta_snapshot`` on the new head, and snapshots when a
+channel reaches ``snapshot_frequency`` (mirroring normal run cadence).

 Coverage:

-* fresh-thread regression: single `update_state` writes a message and reads back
-* non-fresh thread: `update_state` after `invoke`, after another `update_state`,
-  and `bulk_update_state` with multiple per-superstep updates
-* update-by-id end-to-end via `update_state` (DeltaChannel reducer semantics)
-* state-history chain shape on a fresh thread (lazy stub + update checkpoint
-  with correct parent linking)
+* fresh-thread regression: single ``update_state`` writes a message and reads back
+* non-fresh thread: ``update_state`` after ``invoke``, after another ``update_state``,
+  and ``bulk_update_state`` with multiple per-superstep updates
+* update-by-id end-to-end via ``update_state`` (DeltaChannel reducer semantics)
+* fresh-thread head is snapshotted; non-fresh heads carry delta replay counters
 """

 from typing import Annotated, Any
@@ -22,22 +21,31 @@ from typing import Annotated, Any
 import pytest
 from langchain_core.messages import HumanMessage
 from langgraph.checkpoint.memory import InMemorySaver
+from langgraph.checkpoint.serde.types import _DeltaSnapshot
 from typing_extensions import TypedDict

 from langgraph.channels.delta import DeltaChannel
 from langgraph.graph import START, StateGraph
 from langgraph.graph.message import _messages_delta_reducer
+from langgraph.types import StateUpdate

 pytestmark = pytest.mark.anyio


-def _build_graph(checkpointer: InMemorySaver, *, two_nodes: bool = False) -> Any:
+def _build_graph(
+    checkpointer: InMemorySaver,
+    *,
+    two_nodes: bool = False,
+    snapshot_frequency: int = 1000,
+) -> Any:
    """Compile a minimal DeltaChannel-backed `messages` graph.

    `two_nodes=True` adds a second writer node so `bulk_update_state` can route
    distinct updates to different `as_node` values within a single superstep.
    """
-    channel = DeltaChannel(_messages_delta_reducer)
+    channel = DeltaChannel(
+        _messages_delta_reducer, snapshot_frequency=snapshot_frequency
+    )
    State = TypedDict("State", {"messages": Annotated[list, channel]})  # type: ignore[call-overload]  # noqa: UP013

    def model(state: dict) -> dict:
@@ -87,14 +95,30 @@ async def test_aupdate_state_fresh_thread_delta_channel() -> None:
    assert [m.content for m in state.values["messages"]] == ["hello"]


+def test_fresh_update_state_head_snapshots_delta_channel() -> None:
+    saver = InMemorySaver()
+    graph = _build_graph(saver)
+    config = {"configurable": {"thread_id": "fresh-head-snapshot"}}
+
+    graph.update_state(
+        config,
+        {"messages": [HumanMessage(content="hello", id="m1")]},
+        as_node="model",
+    )
+
+    head = saver.get_tuple(config)
+    assert head is not None
+    assert isinstance(head.checkpoint["channel_values"].get("messages"), _DeltaSnapshot)
+    assert head.metadata is not None
+    assert "counters_since_delta_snapshot" not in head.metadata
+
+
 # ---------------------------------------------------------------------------
 # Non-fresh thread: update_state after invoke
 # ---------------------------------------------------------------------------


 def test_update_state_after_invoke_delta_channel() -> None:
-    """The non-fresh-thread path was already working before the fix; pin it
-    down so the lazy-stub change for fresh threads doesn't regress it."""
    saver = InMemorySaver()
    graph = _build_graph(saver)
    config = {"configurable": {"thread_id": "after-invoke-sync"}}
@@ -110,6 +134,12 @@ def test_update_state_after_invoke_delta_channel() -> None:
    assert [m.content for m in state.values["messages"]] == ["seed", "appended"]
    assert [m.id for m in state.values["messages"]] == ["m1", "m2"]

+    head = saver.get_tuple(config)
+    assert head is not None
+    assert "messages" not in head.checkpoint["channel_values"]
+    assert head.metadata is not None
+    assert head.metadata["counters_since_delta_snapshot"]["messages"] == [2, 4]
+

 async def test_aupdate_state_after_invoke_delta_channel() -> None:
    saver = InMemorySaver()
@@ -133,9 +163,6 @@ async def test_aupdate_state_after_invoke_delta_channel() -> None:


 def test_consecutive_update_states_delta_channel() -> None:
-    """First update_state lazily persists a stub; the second sees a real
-    parent (`saved is not None`) and takes the original write path. Both
-    messages must round-trip in chronological order."""
    saver = InMemorySaver()
    graph = _build_graph(saver)
    config = {"configurable": {"thread_id": "consecutive-sync"}}
@@ -155,6 +182,39 @@ def test_consecutive_update_states_delta_channel() -> None:
    assert [m.content for m in state.values["messages"]] == ["first", "second"]
    assert [m.id for m in state.values["messages"]] == ["m1", "m2"]

+    head = saver.get_tuple(config)
+    assert head is not None
+    assert "messages" not in head.checkpoint["channel_values"]
+    assert head.metadata is not None
+    assert head.metadata["counters_since_delta_snapshot"]["messages"] == [1, 1]
+
+
+def test_update_state_snapshots_at_frequency() -> None:
+    """Non-fresh update_state snapshots when counters reach snapshot_frequency."""
+    saver = InMemorySaver()
+    graph = _build_graph(saver, snapshot_frequency=1)
+    config = {"configurable": {"thread_id": "snapshot-at-freq"}}
+
+    graph.update_state(
+        config,
+        {"messages": [HumanMessage(content="first", id="m1")]},
+        as_node="model",
+    )
+    graph.update_state(
+        config,
+        {"messages": [HumanMessage(content="second", id="m2")]},
+        as_node="model",
+    )
+
+    state = graph.get_state(config)
+    assert [m.content for m in state.values["messages"]] == ["first", "second"]
+
+    head = saver.get_tuple(config)
+    assert head is not None
+    assert isinstance(head.checkpoint["channel_values"].get("messages"), _DeltaSnapshot)
+    assert head.metadata is not None
+    assert "counters_since_delta_snapshot" not in head.metadata
+

 async def test_aconsecutive_update_states_delta_channel() -> None:
    saver = InMemorySaver()
@@ -218,7 +278,6 @@ def test_bulk_update_state_multi_task_per_superstep_delta_channel() -> None:
    different `StateUpdate`s targeting the same node — otherwise both share
    the deterministic interrupt-derived id and collide in the saver.
    """
-    from langgraph.types import StateUpdate

    saver = InMemorySaver()
    graph = _build_graph(saver)
@@ -252,14 +311,14 @@ def test_bulk_update_state_multi_task_per_superstep_delta_channel() -> None:


 # ---------------------------------------------------------------------------
-# Public-API observation of the lazy-stub mechanism
+# Public-API observation of fresh-thread checkpoint shape
 # ---------------------------------------------------------------------------


 def test_state_history_chain_after_fresh_update_state_delta_channel() -> None:
-    """A fresh-thread `update_state` should produce two checkpoints visible
-    via `get_state_history`: a stub (step=-1, no parent) and the update
-    (step=0, parent=stub). Both attributed `source='update'`."""
+    """A fresh-thread `update_state` should produce a single self-contained
+    checkpoint visible via `get_state_history`: step=0, `source='update'`,
+    no parent, with the DeltaChannel value snapshotted inline."""
    saver = InMemorySaver()
    graph = _build_graph(saver)
    config = {"configurable": {"thread_id": "history-chain"}}
@@ -270,25 +329,12 @@ def test_state_history_chain_after_fresh_update_state_delta_channel() -> None:
        as_node="model",
    )

-    # Newest first per `get_state_history` ordering.
    history = list(graph.get_state_history(config))
-    assert len(history) == 2
-
-    update_snapshot, stub_snapshot = history
+    assert len(history) == 1

+    (update_snapshot,) = history
    assert update_snapshot.metadata is not None
    assert update_snapshot.metadata["source"] == "update"
    assert update_snapshot.metadata["step"] == 0
+    assert update_snapshot.parent_config is None
    assert [m.content for m in update_snapshot.values["messages"]] == ["hello"]
-
-    assert stub_snapshot.metadata is not None
-    assert stub_snapshot.metadata["source"] == "update"
-    assert stub_snapshot.metadata["step"] == -1
-    assert stub_snapshot.parent_config is None
-
-    # The update checkpoint's parent is the stub.
-    assert update_snapshot.parent_config is not None
-    assert (
-        update_snapshot.parent_config["configurable"]["checkpoint_id"]
-        == stub_snapshot.config["configurable"]["checkpoint_id"]
-    )
@@ -88,13 +88,13 @@ def test_constants_deprecation() -> None:
        LangGraphDeprecatedSinceV10,
        match="Importing Send from langgraph.constants is deprecated. Please use 'from langgraph.types import Send' instead.",
    ):
-        from langgraph.constants import Send  # noqa: F401
+        from langgraph.constants import Send  # noqa: PLC0415, F401

    with pytest.warns(
        LangGraphDeprecatedSinceV10,
        match="Importing Interrupt from langgraph.constants is deprecated. Please use 'from langgraph.types import Interrupt' instead.",
    ):
-        from langgraph.constants import Interrupt  # noqa: F401
+        from langgraph.constants import Interrupt  # noqa: PLC0415, F401


 def test_pregel_types_deprecation() -> None:
@@ -102,7 +102,7 @@ def test_pregel_types_deprecation() -> None:
        LangGraphDeprecatedSinceV10,
        match="Importing from langgraph.pregel.types is deprecated. Please use 'from langgraph.types import ...' instead.",
    ):
-        from langgraph.pregel.types import StateSnapshot  # noqa: F401
+        from langgraph.pregel.types import StateSnapshot  # noqa: PLC0415, F401


 def test_config_schema_deprecation() -> None:
@@ -195,7 +195,7 @@ def test_deprecated_import() -> None:
        LangGraphDeprecatedSinceV10,
        match="Importing PREVIOUS from langgraph.constants is deprecated. This constant is now private and should not be used directly.",
    ):
-        from langgraph.constants import PREVIOUS  # noqa: F401
+        from langgraph.constants import PREVIOUS  # noqa: PLC0415, F401


@pytest.mark.filterwarnings(
@@ -13,6 +13,7 @@ from langgraph.callbacks import (
    GraphCallbackHandler,
    GraphInterruptEvent,
    GraphResumeEvent,
+    _GraphCallbackManager,
 )
 from langgraph.graph import START, StateGraph
 from langgraph.types import Command, Interrupt, interrupt
@@ -286,7 +287,6 @@ def test_non_graph_handler_via_add_handler_does_not_crash() -> None:
    GraphCallbackHandler. They must be silently accepted — graph lifecycle
    events will simply not be dispatched to them.
    """
-    from langgraph.callbacks import _GraphCallbackManager

    manager = _GraphCallbackManager()
    plain_handler = _LangChainCustomEventHandler()
@@ -2,11 +2,26 @@ import json
 import operator
 import re
 import time
+from copy import deepcopy
 from dataclasses import replace
 from typing import Annotated, Any, Literal, cast

 import pytest
-from langchain_core.messages import AIMessage, AnyMessage, ToolCall
+from langchain_core.callbacks import CallbackManagerForLLMRun
+from langchain_core.language_models.fake import FakeStreamingListLLM
+from langchain_core.language_models.fake_chat_models import (
+    FakeMessagesListChatModel,
+)
+from langchain_core.messages import (
+    AIMessage,
+    AnyMessage,
+    BaseMessage,
+    HumanMessage,
+    ToolCall,
+    ToolMessage,
+)
+from langchain_core.outputs import ChatGeneration, ChatResult
+from langchain_core.prompts import PromptTemplate
 from langchain_core.runnables import RunnableConfig, RunnableMap, RunnablePick
 from langchain_core.tools import tool
 from langchain_core.version import VERSION as LANGCHAIN_CORE_VERSION
@@ -484,9 +499,6 @@ def test_conditional_state_graph(
    snapshot: SnapshotAssertion,
    sync_checkpointer: BaseCheckpointSaver,
 ) -> None:
-    from langchain_core.language_models.fake import FakeStreamingListLLM
-    from langchain_core.prompts import PromptTemplate
-    from langchain_core.tools import tool

    class AgentState(TypedDict, total=False):
        input: Annotated[str, UntrackedValue]
@@ -1261,8 +1273,6 @@ def test_conditional_state_graph(


 def test_prebuilt_tool_chat(snapshot: SnapshotAssertion) -> None:
-    from langchain_core.messages import AIMessage, HumanMessage
-    from langchain_core.tools import tool

    @tool()
    def search_api(query: str) -> str:
@@ -1626,17 +1636,6 @@ def test_prebuilt_tool_chat(snapshot: SnapshotAssertion) -> None:
 def test_state_graph_packets(
    sync_checkpointer: BaseCheckpointSaver, mocker: MockerFixture
 ) -> None:
-    from langchain_core.language_models.fake_chat_models import (
-        FakeMessagesListChatModel,
-    )
-    from langchain_core.messages import (
-        AIMessage,
-        BaseMessage,
-        HumanMessage,
-        ToolCall,
-        ToolMessage,
-    )
-    from langchain_core.tools import tool

    class AgentState(TypedDict):
        messages: Annotated[list[BaseMessage], add_messages]
@@ -2381,15 +2380,6 @@ def test_message_graph(
    deterministic_uuids: MockerFixture,
    sync_checkpointer: BaseCheckpointSaver,
 ) -> None:
-    from copy import deepcopy
-
-    from langchain_core.callbacks import CallbackManagerForLLMRun
-    from langchain_core.language_models.fake_chat_models import (
-        FakeMessagesListChatModel,
-    )
-    from langchain_core.messages import AIMessage, BaseMessage, HumanMessage
-    from langchain_core.outputs import ChatGeneration, ChatResult
-    from langchain_core.tools import tool

    class FakeFunctionChatModel(FakeMessagesListChatModel):
        def bind_functions(self, functions: list):
@@ -3099,20 +3089,6 @@ def test_root_graph(
    deterministic_uuids: MockerFixture,
    sync_checkpointer: BaseCheckpointSaver,
 ) -> None:
-    from copy import deepcopy
-
-    from langchain_core.callbacks import CallbackManagerForLLMRun
-    from langchain_core.language_models.fake_chat_models import (
-        FakeMessagesListChatModel,
-    )
-    from langchain_core.messages import (
-        AIMessage,
-        BaseMessage,
-        HumanMessage,
-        ToolMessage,
-    )
-    from langchain_core.outputs import ChatGeneration, ChatResult
-    from langchain_core.tools import tool

    class FakeFunctionChatModel(FakeMessagesListChatModel):
        def bind_functions(self, functions: list):
@@ -5837,7 +5813,6 @@ def test_send_to_nested_graphs(sync_checkpointer: BaseCheckpointSaver) -> None:
 def test_send_react_interrupt(
    sync_checkpointer: BaseCheckpointSaver,
 ) -> None:
-    from langchain_core.messages import AIMessage, HumanMessage, ToolCall, ToolMessage

    ai_message = AIMessage(
        "",
@@ -6228,7 +6203,6 @@ def test_send_react_interrupt(
 def test_send_react_interrupt_control(
    sync_checkpointer: BaseCheckpointSaver, snapshot: SnapshotAssertion
 ) -> None:
-    from langchain_core.messages import AIMessage, HumanMessage, ToolCall, ToolMessage

    ai_message = AIMessage(
        "",
@@ -6455,9 +6429,6 @@ def test_send_react_interrupt_control(
 def test_weather_subgraph(
    sync_checkpointer: BaseCheckpointSaver, snapshot: SnapshotAssertion
 ) -> None:
-    from langchain_core.language_models.fake_chat_models import (
-        FakeMessagesListChatModel,
-    )

    # setup subgraph

@@ -9,8 +9,22 @@ from typing import (
 )

 import pytest
-from langchain_core.messages import AnyMessage, ToolCall
+from langchain_core.agents import AgentAction, AgentFinish
+from langchain_core.language_models.fake import FakeStreamingListLLM
+from langchain_core.language_models.fake_chat_models import (
+    FakeMessagesListChatModel,
+)
+from langchain_core.messages import (
+    AIMessage,
+    AnyMessage,
+    BaseMessage,
+    HumanMessage,
+    ToolCall,
+    ToolMessage,
+)
+from langchain_core.prompts import PromptTemplate
 from langchain_core.runnables import RunnableConfig, RunnablePick
+from langchain_core.tools import tool
 from langchain_core.version import VERSION as LANGCHAIN_CORE_VERSION
 from langgraph.checkpoint.base import BaseCheckpointSaver
 from langgraph.prebuilt.chat_agent_executor import create_react_agent
@@ -22,6 +36,7 @@ from langgraph._internal._constants import PULL, PUSH
 from langgraph.channels.last_value import LastValue
 from langgraph.channels.untracked_value import UntrackedValue
 from langgraph.constants import END, START
+from langgraph.graph import MessagesState
 from langgraph.graph.message import add_messages
 from langgraph.graph.state import StateGraph
 from langgraph.pregel import NodeBuilder, Pregel
@@ -479,10 +494,6 @@ async def test_fork_always_re_runs_nodes(


 async def test_conditional_graph_state(async_checkpointer: BaseCheckpointSaver) -> None:
-    from langchain_core.agents import AgentAction, AgentFinish
-    from langchain_core.language_models.fake import FakeStreamingListLLM
-    from langchain_core.prompts import PromptTemplate
-    from langchain_core.tools import tool

    class AgentState(TypedDict):
        input: Annotated[str, UntrackedValue]
@@ -1017,8 +1028,6 @@ async def test_conditional_graph_state(async_checkpointer: BaseCheckpointSaver)


 async def test_prebuilt_tool_chat() -> None:
-    from langchain_core.messages import AIMessage, HumanMessage
-    from langchain_core.tools import tool

    model = FakeChatModel(
        messages=[
@@ -1358,16 +1367,6 @@ async def test_prebuilt_tool_chat() -> None:


 async def test_state_graph_packets(async_checkpointer: BaseCheckpointSaver) -> None:
-    from langchain_core.language_models.fake_chat_models import (
-        FakeMessagesListChatModel,
-    )
-    from langchain_core.messages import (
-        AIMessage,
-        BaseMessage,
-        HumanMessage,
-        ToolMessage,
-    )
-    from langchain_core.tools import tool

    class AgentState(TypedDict):
        messages: Annotated[list[BaseMessage], add_messages]
@@ -2072,11 +2071,6 @@ async def test_state_graph_packets(async_checkpointer: BaseCheckpointSaver) -> N


 async def test_message_graph(async_checkpointer: BaseCheckpointSaver) -> None:
-    from langchain_core.language_models.fake_chat_models import (
-        FakeMessagesListChatModel,
-    )
-    from langchain_core.messages import AIMessage, HumanMessage
-    from langchain_core.tools import tool

    class FakeFunctionChatModel(FakeMessagesListChatModel):
        def bind_functions(self, functions: list):
@@ -3537,13 +3531,6 @@ async def test_send_to_nested_graphs(async_checkpointer: BaseCheckpointSaver) ->
 async def test_weather_subgraph(
    async_checkpointer: BaseCheckpointSaver,
 ) -> None:
-    from langchain_core.language_models.fake_chat_models import (
-        FakeMessagesListChatModel,
-    )
-    from langchain_core.messages import AIMessage, ToolCall
-    from langchain_core.tools import tool
-
-    from langgraph.graph import MessagesState

    # setup subgraph

@@ -4,25 +4,39 @@ import gc
 import json
 import logging
 import operator
+import random
 import threading
 import time
 import uuid
-from collections import Counter, deque
+from collections import Counter, defaultdict, deque
 from collections.abc import Sequence
 from concurrent.futures import ThreadPoolExecutor
 from dataclasses import dataclass, field
 from random import randrange
 from typing import Annotated, Any, Literal, get_type_hints
+from unittest.mock import patch

 import pytest
 from langchain_core.language_models import GenericFakeChatModel
-from langchain_core.messages import AIMessage, AnyMessage, HumanMessage, RemoveMessage
+from langchain_core.language_models.fake import FakeStreamingListLLM
+from langchain_core.language_models.fake_chat_models import (
+    FakeMessagesListChatModel,
+)
+from langchain_core.messages import (
+    AIMessage,
+    AnyMessage,
+    BaseMessage,
+    HumanMessage,
+    RemoveMessage,
+)
+from langchain_core.prompts import ChatPromptTemplate, PromptTemplate
 from langchain_core.runnables import (
    RunnableConfig,
    RunnableLambda,
    RunnablePassthrough,
 )
 from langchain_core.runnables.graph import Edge
+from langchain_core.tools import tool
 from langchain_core.version import VERSION as LANGCHAIN_CORE_VERSION
 from langgraph.cache.base import BaseCache
 from langgraph.checkpoint.base import (
@@ -56,8 +70,9 @@ from langgraph.pregel import (
    NodeBuilder,
    Pregel,
 )
-from langgraph.pregel._loop import SyncPregelLoop
+from langgraph.pregel._loop import PregelLoop, SyncPregelLoop
 from langgraph.pregel._runner import PregelRunner
+from langgraph.runtime import RunControl
 from langgraph.types import (
    CachePolicy,
    Command,
@@ -125,7 +140,6 @@ def test_graph_validation() -> None:
 def test_request_drain_allows_inflight_call_scheduling(
    sync_checkpointer: BaseCheckpointSaver,
 ) -> None:
-    from langgraph.runtime import RunControl

    @task
    def child(x: int) -> int:
@@ -1769,9 +1783,6 @@ def test_conditional_state_graph_with_list_edge_inputs(snapshot: SnapshotAsserti


 def test_state_graph_w_config_inherited_state_keys(snapshot: SnapshotAssertion) -> None:
-    from langchain_core.language_models.fake import FakeStreamingListLLM
-    from langchain_core.prompts import PromptTemplate
-    from langchain_core.tools import tool

    class BaseState(TypedDict):
        input: str
@@ -2755,23 +2766,26 @@ def test_in_one_fan_out_state_graph_waiting_edge_plus_regular(
        "answer": "doc1,doc2,doc3,doc4",
    }

-    assert [*app.stream({"query": "what is weather in sf"})] in (
-        [
-            {"rewrite_query": {"query": "query: what is weather in sf"}},
-            {"qa": {"answer": ""}},
-            {"analyzer_one": {"query": "analyzed: query: what is weather in sf"}},
-            {"retriever_two": {"docs": ["doc3", "doc4"]}},
-            {"retriever_one": {"docs": ["doc1", "doc2"]}},
-            {"qa": {"answer": "doc1,doc2,doc3,doc4"}},
-        ],
-        [
-            {"rewrite_query": {"query": "query: what is weather in sf"}},
-            {"analyzer_one": {"query": "analyzed: query: what is weather in sf"}},
-            {"qa": {"answer": ""}},
-            {"retriever_two": {"docs": ["doc3", "doc4"]}},
-            {"retriever_one": {"docs": ["doc1", "doc2"]}},
-            {"qa": {"answer": "doc1,doc2,doc3,doc4"}},
-        ],
+    rewrite = {"rewrite_query": {"query": "query: what is weather in sf"}}
+    analyzer = {"analyzer_one": {"query": "analyzed: query: what is weather in sf"}}
+    empty_qa = {"qa": {"answer": ""}}
+    retriever_one_result = {"retriever_one": {"docs": ["doc1", "doc2"]}}
+    retriever_two_result = {"retriever_two": {"docs": ["doc3", "doc4"]}}
+
+    def assert_valid_stream_order(
+        chunks: list[dict[str, Any]], terminal: dict[str, Any]
+    ) -> None:
+        assert chunks[0] == rewrite
+        assert chunks[-1] == terminal
+        middle = chunks[1:-1]
+        assert sorted(middle, key=repr) == sorted(
+            [empty_qa, analyzer, retriever_one_result, retriever_two_result], key=repr
+        )
+        assert middle.index(analyzer) < middle.index(retriever_one_result)
+
+    assert_valid_stream_order(
+        [*app.stream({"query": "what is weather in sf"})],
+        {"qa": {"answer": "doc1,doc2,doc3,doc4"}},
    )

    app_w_interrupt = workflow.compile(
@@ -2780,25 +2794,9 @@ def test_in_one_fan_out_state_graph_waiting_edge_plus_regular(
    )
    config = {"configurable": {"thread_id": "1"}}

-    assert [
-        c for c in app_w_interrupt.stream({"query": "what is weather in sf"}, config)
-    ] in (
-        [
-            {"rewrite_query": {"query": "query: what is weather in sf"}},
-            {"qa": {"answer": ""}},
-            {"analyzer_one": {"query": "analyzed: query: what is weather in sf"}},
-            {"retriever_two": {"docs": ["doc3", "doc4"]}},
-            {"retriever_one": {"docs": ["doc1", "doc2"]}},
-            {"__interrupt__": ()},
-        ],
-        [
-            {"rewrite_query": {"query": "query: what is weather in sf"}},
-            {"analyzer_one": {"query": "analyzed: query: what is weather in sf"}},
-            {"qa": {"answer": ""}},
-            {"retriever_two": {"docs": ["doc3", "doc4"]}},
-            {"retriever_one": {"docs": ["doc1", "doc2"]}},
-            {"__interrupt__": ()},
-        ],
+    assert_valid_stream_order(
+        [c for c in app_w_interrupt.stream({"query": "what is weather in sf"}, config)],
+        {"__interrupt__": ()},
    )

    assert [c for c in app_w_interrupt.stream(None, config)] == [
@@ -3782,12 +3780,6 @@ def test_checkpoint_metadata(sync_checkpointer: BaseCheckpointSaver) -> None:
    previous checkpoint config for each step in the run.
    """
    # set up test
-    from langchain_core.language_models.fake_chat_models import (
-        FakeMessagesListChatModel,
-    )
-    from langchain_core.messages import AIMessage, AnyMessage
-    from langchain_core.prompts import ChatPromptTemplate
-    from langchain_core.tools import tool

    # graph state
    class BaseState(TypedDict):
@@ -3953,7 +3945,6 @@ def test_checkpoint_metadata(sync_checkpointer: BaseCheckpointSaver) -> None:
 def test_remove_message_via_state_update(
    sync_checkpointer: BaseCheckpointSaver,
 ) -> None:
-    from langchain_core.messages import AIMessage, HumanMessage, RemoveMessage

    workflow = StateGraph(state_schema=Annotated[list[AnyMessage], add_messages])  # type: ignore[arg-type]
    workflow.add_node(
@@ -3986,7 +3977,6 @@ def test_remove_message_via_state_update(


 def test_remove_message_from_node():
-    from langchain_core.messages import AIMessage, HumanMessage, RemoveMessage

    workflow = StateGraph(state_schema=Annotated[list[AnyMessage], add_messages])  # type: ignore[arg-type]
    workflow.add_node(
@@ -4012,7 +4002,6 @@ def test_remove_message_from_node():


 def test_xray_lance(snapshot: SnapshotAssertion):
-    from langchain_core.messages import AnyMessage, HumanMessage

    class Analyst(BaseModel):
        affiliation: str = Field(
@@ -4496,7 +4485,6 @@ def test_debug_subgraphs(
 def test_debug_nested_subgraphs(
    sync_checkpointer: BaseCheckpointSaver, durability: Durability
 ):
-    from collections import defaultdict

    class State(TypedDict):
        messages: Annotated[list[str], operator.add]
@@ -4756,8 +4744,6 @@ def test_runnable_passthrough_node_graph() -> None:
 def test_parent_command(
    sync_checkpointer: BaseCheckpointSaver, subgraph_persist: bool
 ) -> None:
-    from langchain_core.messages import BaseMessage
-    from langchain_core.tools import tool

    @tool(return_direct=True)
    def get_user_name() -> Command:
@@ -5177,7 +5163,6 @@ def test_command_with_static_breakpoints(


 def test_multistep_plan(sync_checkpointer: BaseCheckpointSaver):
-    from langchain_core.messages import AnyMessage

    class State(TypedDict, total=False):
        plan: list[str | list[str]]
@@ -5923,9 +5908,6 @@ def test_no_redundant_put_writes_for_cached_task(
    sync_checkpointer: BaseCheckpointSaver,
 ) -> None:
    """Cached @tasks on resume must not trigger redundant put_writes."""
-    from unittest.mock import patch
-
-    from langgraph.pregel._loop import PregelLoop

    @task
    def setup(x: int) -> int:
@@ -6291,14 +6273,15 @@ def test_sync_streaming_with_functional_api() -> None:
    rather than have all the results arrive at once after the graph has completed.

    The time of arrival between the two updates corresponding to the two `slow` tasks
-    should be greater than the time delay between the two tasks.
+    should be roughly the task delay. If results are buffered until graph completion,
+    the two updates arrive back-to-back instead.
    """

    time_delay = 0.05

    @task()
    def slow() -> dict:
-        time.sleep(time_delay)  # Simulate a delay of 10 ms
+        time.sleep(time_delay)
        return {"tic": time.monotonic()}

    @entrypoint()
@@ -6316,8 +6299,9 @@ def test_sync_streaming_with_functional_api() -> None:

    assert len(arrival_times) == 2
    delta = arrival_times[1] - arrival_times[0]
-    # Delta cannot be less than 10 ms if it is streaming as results are generated.
-    assert delta > time_delay
+    # Allow a small amount of scheduler jitter while still verifying the chunks
+    # arrived separately rather than back-to-back after graph completion.
+    assert delta > time_delay * 0.8


 def test_entrypoint_without_checkpointer() -> None:
@@ -6986,7 +6970,6 @@ def test_configurable_propagates_to_stream_metadata() -> None:


 def test_stream_mode_messages_command() -> None:
-    from langchain_core.messages import HumanMessage

    def my_node(state):
        return {"messages": HumanMessage(content="foo")}
@@ -7254,7 +7237,6 @@ def test_get_stream_writer() -> None:


 def test_stream_messages_dedupe_inputs() -> None:
-    from langchain_core.messages import AIMessage

    def call_model(state):
        return {"messages": AIMessage("hi", id="1")}
@@ -7292,7 +7274,6 @@ def test_stream_messages_dedupe_inputs() -> None:


 def test_stream_messages_dedupe_state(sync_checkpointer: BaseCheckpointSaver) -> None:
-    from langchain_core.messages import AIMessage

    to_emit = [AIMessage("bye", id="1"), AIMessage("bye again", id="2")]

@@ -8264,7 +8245,6 @@ def test_get_graph_loop(snapshot: SnapshotAssertion) -> None:


 def test_get_graph_self_loop(snapshot: SnapshotAssertion) -> None:
-    import random

    subgraph_builder = StateGraph(MessagesState)
    subgraph_builder.add_node("agent", lambda x: x)
@@ -7,7 +7,7 @@ import operator
 import random
 import sys
 import uuid
-from collections import Counter, deque
+from collections import Counter, defaultdict, deque
 from dataclasses import replace
 from time import perf_counter
 from typing import (
@@ -21,8 +21,20 @@ from uuid import UUID

 import pytest
 from langchain_core.language_models import GenericFakeChatModel
-from langchain_core.messages import HumanMessage
+from langchain_core.language_models.fake_chat_models import (
+    FakeMessagesListChatModel,
+)
+from langchain_core.messages import (
+    AIMessage,
+    AnyMessage,
+    BaseMessage,
+    HumanMessage,
+    ToolCall,
+    ToolMessage,
+)
+from langchain_core.prompts import ChatPromptTemplate
 from langchain_core.runnables import RunnableConfig, RunnableLambda, RunnablePassthrough
+from langchain_core.tools import tool
 from langchain_core.utils.aiter import aclosing
 from langchain_core.version import VERSION as LANGCHAIN_CORE_VERSION
 from langgraph.cache.base import BaseCache
@@ -45,6 +57,7 @@ from typing_extensions import NotRequired, TypedDict
 from langgraph._internal._constants import CONFIG_KEY_NODE_FINISHED, ERROR, PULL
 from langgraph._internal._queue import AsyncQueue
 from langgraph.channels.binop import BinaryOperatorAggregate
+from langgraph.channels.delta import DeltaChannel
 from langgraph.channels.last_value import LastValue
 from langgraph.channels.topic import Topic
 from langgraph.errors import (
@@ -55,10 +68,11 @@ from langgraph.errors import (
 )
 from langgraph.func import entrypoint, task
 from langgraph.graph import END, START, StateGraph
-from langgraph.graph.message import MessagesState, add_messages
+from langgraph.graph.message import MessagesState, _messages_delta_reducer, add_messages
 from langgraph.pregel import NodeBuilder, Pregel
-from langgraph.pregel._loop import AsyncPregelLoop
+from langgraph.pregel._loop import AsyncPregelLoop, PregelLoop
 from langgraph.pregel._runner import PregelRunner
+from langgraph.runtime import RunControl
 from langgraph.types import (
    CachePolicy,
    Command,
@@ -222,7 +236,6 @@ async def test_checkpoint_errors() -> None:
 async def test_request_drain_allows_inflight_acall_scheduling(
    async_checkpointer: BaseCheckpointSaver,
 ) -> None:
-    from langgraph.runtime import RunControl

    @task
    async def child(x: int) -> int:
@@ -2868,7 +2881,6 @@ async def test_send_dedupe_on_resume(


 async def test_send_react_interrupt(async_checkpointer: BaseCheckpointSaver) -> None:
-    from langchain_core.messages import AIMessage, HumanMessage, ToolCall, ToolMessage

    ai_message = AIMessage(
        "",
@@ -3259,7 +3271,6 @@ async def test_send_react_interrupt(async_checkpointer: BaseCheckpointSaver) ->
 async def test_send_react_interrupt_control(
    async_checkpointer: BaseCheckpointSaver, snapshot: SnapshotAssertion
 ) -> None:
-    from langchain_core.messages import AIMessage, HumanMessage, ToolCall, ToolMessage

    ai_message = AIMessage(
        "",
@@ -5538,12 +5549,6 @@ async def test_checkpoint_metadata(async_checkpointer: BaseCheckpointSaver) -> N
    previous checkpoint config for each step in the run.
    """
    # set up test
-    from langchain_core.language_models.fake_chat_models import (
-        FakeMessagesListChatModel,
-    )
-    from langchain_core.messages import AIMessage, AnyMessage
-    from langchain_core.prompts import ChatPromptTemplate
-    from langchain_core.tools import tool

    # graph state
    class BaseState(TypedDict):
@@ -5944,7 +5949,6 @@ async def test_debug_subgraphs(
 async def test_debug_nested_subgraphs(
    async_checkpointer: BaseCheckpointSaver, durability: Durability
 ) -> None:
-    from collections import defaultdict

    class State(TypedDict):
        messages: Annotated[list[str], operator.add]
@@ -6061,8 +6065,6 @@ async def test_debug_nested_subgraphs(
 async def test_parent_command(
    async_checkpointer: BaseCheckpointSaver, subgraph_persist: bool
 ) -> None:
-    from langchain_core.messages import BaseMessage
-    from langchain_core.tools import tool

    @tool(return_direct=True)
    def get_user_name() -> Command:
@@ -6130,10 +6132,6 @@ async def test_parent_command(

 async def test_delta_channel_durability_exit_stores_snapshot_async() -> None:
    """DeltaChannel must reload from an async durability='exit' checkpoint."""
-    from langchain_core.messages import AIMessage
-
-    from langgraph.channels.delta import DeltaChannel
-    from langgraph.graph.message import _messages_delta_reducer

    class State(TypedDict):
        messages: Annotated[list, DeltaChannel(_messages_delta_reducer)]
@@ -6420,7 +6418,6 @@ async def test_command_with_static_breakpoints(


 async def test_multistep_plan(async_checkpointer: BaseCheckpointSaver) -> None:
-    from langchain_core.messages import AnyMessage

    class State(TypedDict, total=False):
        plan: list[str | list[str]]
@@ -6758,7 +6755,6 @@ async def test_multiple_interrupts_functional(
    async_checkpointer: BaseCheckpointSaver,
 ) -> None:
    """Test multiple interrupts with functional API."""
-    from langgraph.func import entrypoint, task

    counter = 0

@@ -7674,7 +7670,6 @@ async def test_configurable_propagates_to_stream_metadata() -> None:


 async def test_stream_mode_messages_command() -> None:
-    from langchain_core.messages import HumanMessage

    async def my_node(state):
        return {"messages": HumanMessage(content="foo")}
@@ -7723,7 +7718,6 @@ async def test_stream_mode_messages_command() -> None:


 async def test_stream_messages_dedupe_inputs() -> None:
-    from langchain_core.messages import AIMessage

    async def call_model(state):
        return {"messages": AIMessage("hi", id="1")}
@@ -7763,7 +7757,6 @@ async def test_stream_messages_dedupe_inputs() -> None:
 async def test_stream_messages_dedupe_state(
    async_checkpointer: BaseCheckpointSaver,
 ) -> None:
-    from langchain_core.messages import AIMessage

    to_emit = [AIMessage("bye", id="1"), AIMessage("bye again", id="2")]

@@ -8142,9 +8135,6 @@ async def test_no_redundant_put_writes_for_cached_task(
    async_checkpointer: BaseCheckpointSaver,
 ) -> None:
    """Cached @tasks on resume must not trigger redundant put_writes."""
-    from unittest.mock import patch
-
-    from langgraph.pregel._loop import PregelLoop

    @task
    async def setup(x: int) -> int:
@@ -8646,7 +8636,6 @@ async def test_batch_update_as_input(


 async def test_draw_invalid():
-    from langchain_core.messages import BaseMessage

    class AgentState(TypedDict):
        messages: Annotated[list[BaseMessage], add_messages]
@@ -4,10 +4,13 @@ import ipaddress
 import pathlib
 import re
 import sys
+import typing
 import uuid
 from enum import Enum
 from typing import Annotated, Literal, Optional

+import pydantic
+import typing_extensions
 from langgraph.checkpoint.base import BaseCheckpointSaver
 from pydantic import (
    BaseModel,
@@ -32,10 +35,6 @@ from tests.any_str import AnyStr

 def test_is_supported_by_pydantic() -> None:
    """Test if types are supported by pydantic."""
-    import typing
-
-    import pydantic
-    import typing_extensions

    class TypedDictExtensions(typing_extensions.TypedDict):
        x: int
@@ -10,12 +10,14 @@ from langchain_core.messages import AnyMessage, BaseMessage
 from langchain_core.runnables import RunnableConfig
 from langchain_core.runnables.graph import Edge as DrawableEdge
 from langchain_core.runnables.graph import Node as DrawableNode
+from langgraph.checkpoint.memory import InMemorySaver
+from langgraph_sdk.client import get_client, get_sync_client
 from langgraph_sdk.schema import StreamPart
 from pydantic import BaseModel
 from typing_extensions import TypedDict

 from langgraph.errors import GraphInterrupt
-from langgraph.graph import StateGraph, add_messages
+from langgraph.graph import END, START, MessagesState, StateGraph, add_messages
 from langgraph.pregel import Pregel
 from langgraph.pregel.remote import RemoteGraph
 from langgraph.types import Interrupt, StateSnapshot
@@ -1097,10 +1099,6 @@ def test_stream_context_base_model():
 )
@pytest.mark.anyio
 async def test_langgraph_cloud_integration():
-    from langgraph.checkpoint.memory import InMemorySaver
-    from langgraph_sdk.client import get_client, get_sync_client
-
-    from langgraph.graph import END, START, MessagesState, StateGraph

    # create RemotePregel instance
    client = get_client(url="http://localhost:8123")
@@ -4,6 +4,7 @@ from unittest.mock import AsyncMock, MagicMock

 import pytest

+from langgraph.pregel import remote as remote_mod
 from langgraph.pregel._remote_run_stream import (
    _AsyncRemoteGraphRunStream,
    _ChannelProjection,
@@ -577,7 +578,6 @@ def test_stream_events_v3_strips_checkpoint_keys_from_configurable():
 def test_stream_events_v3_merges_tracing_headers_when_distributed_tracing(
    monkeypatch,
 ):
-    from langgraph.pregel import remote as remote_mod

    sync_client = MagicMock()
    sync_client.threads.stream.return_value = MagicMock()
@@ -11,7 +11,9 @@ from typing import Annotated, Any
 from unittest.mock import Mock, patch
 from uuid import uuid4

+import httpx
 import pytest
+import requests
 from langchain_core.callbacks import AsyncCallbackManagerForLLMRun, BaseCallbackHandler
 from langchain_core.language_models.fake_chat_models import GenericFakeChatModel
 from langchain_core.messages import AIMessage, AIMessageChunk, BaseMessage, HumanMessage
@@ -63,6 +65,7 @@ from langgraph.types import (
    RetryPolicy,
    Send,
    TimeoutPolicy,
+    interrupt,
 )

 NEEDS_CONTEXTVARS = pytest.mark.skipif(
@@ -171,8 +174,6 @@ def test_checkpoint_ns_for_parent_command() -> None:

 def test_should_retry_default_retry_on():
    """Test the default retry_on function."""
-    import httpx
-    import requests

    # Create a RetryPolicy with default_retry_on
    policy = RetryPolicy()
@@ -2198,7 +2199,6 @@ def test_graph_error_handler_does_not_swallow_interrupt_concurrent():
    """When a graph error handler is configured and a node calls interrupt()
    concurrently with other nodes, the interrupt must still be raised — not
    silently swallowed."""
-    from langgraph.types import interrupt

    class State(TypedDict):
        foo: str
@@ -2587,8 +2587,6 @@ async def test_set_node_defaults_timeout():
        .compile()
    )

-    from langgraph.errors import NodeTimeoutError
-
    with pytest.raises(NodeTimeoutError):
        await graph.ainvoke({"foo": ""})

@@ -6,9 +6,11 @@ from typing import Any

 import pytest
 from langgraph.checkpoint.memory import MemorySaver
+from langgraph.store.memory import InMemoryStore
 from pydantic import BaseModel, ValidationError
 from typing_extensions import TypedDict

+from langgraph._internal._constants import CONFIG_KEY_RUNTIME
 from langgraph.errors import GraphDrained
 from langgraph.graph import END, START, StateGraph
 from langgraph.runtime import (
@@ -1177,9 +1179,6 @@ def test_foreign_object_in_runtime_slot_is_coerced() -> None:
    `merge` when no per-run `context` is provided. `store` is resolved
    separately, so it is not read off the foreign object in the coercion.
    """
-    from langgraph.store.memory import InMemoryStore
-
-    from langgraph._internal._constants import CONFIG_KEY_RUNTIME

    store = InMemoryStore()
    graph_level_context = {"source": "graph-level"}
@@ -79,7 +79,7 @@ class DummyChannel:

 def test_curated_core_allowlist_includes_messages() -> None:
    try:
-        from langchain_core.messages import BaseMessage
+        from langchain_core.messages import BaseMessage  # noqa: PLC0415
    except Exception:
        pytest.skip("langchain_core not available")
    allowlist = curated_core_allowlist()
@@ -13,8 +13,10 @@ import operator
 import time
 from typing import Annotated, Any

+from langgraph.checkpoint.memory import InMemorySaver
 from typing_extensions import TypedDict

+from langgraph.config import get_stream_writer
 from langgraph.constants import END, START
 from langgraph.graph import StateGraph
 from langgraph.stream._mux import StreamMux
@@ -488,7 +490,6 @@ class _State(TypedDict):


 def _my_node(state: _State) -> dict[str, Any]:
-    from langgraph.config import get_stream_writer

    writer = get_stream_writer()
    writer({"status": "working", "node": "my_node"})
@@ -606,7 +607,6 @@ def test_stream_events_v3_all_transformers_interleaved() -> None:

 def test_stream_events_v3_all_transformers_with_checkpointer() -> None:
    """All transformers with a checkpointer — run.checkpoints populated."""
-    from langgraph.checkpoint.memory import InMemorySaver

    builder = StateGraph(_State, input_schema=_State)
    builder.add_node("my_node", _my_node)
@@ -645,7 +645,6 @@ def test_stream_events_v3_all_transformers_with_checkpointer() -> None:

 def test_stream_events_v3_checkpoints_projection_opt_in() -> None:
    """run.checkpoints surfaces checkpoint data when opted in with a checkpointer."""
-    from langgraph.checkpoint.memory import InMemorySaver

    builder = StateGraph(_State, input_schema=_State)
    builder.add_node("my_node", _my_node)
@@ -12,6 +12,10 @@ from dataclasses import dataclass
 from typing import Annotated, Any, TypeVar

 import pytest
+from langchain_core.language_models.chat_model_stream import (
+    AsyncChatModelStream,
+    ChatModelStream,
+)
 from langchain_core.messages import AIMessage, BaseMessage
 from langgraph.checkpoint.memory import InMemorySaver
 from pydantic import BaseModel, ValidationError
@@ -24,6 +28,14 @@ from langgraph.func import entrypoint
 from langgraph.graph import StateGraph
 from langgraph.graph.message import MessagesState
 from langgraph.runtime import RunControl
+from langgraph.stream import (
+    AsyncGraphRunStream,
+    AsyncSubgraphRunStream,
+    GraphRunStream,
+    LifecyclePayload,
+    StreamChannel,
+    SubgraphRunStream,
+)
 from langgraph.types import (
    CheckpointPayload,
    CheckpointStreamPart,
@@ -1178,3 +1190,32 @@ def _check_type_narrowing(part: StreamPart[_StateT, _OutputT]) -> None:
        assert_type(part, DebugStreamPart[_StateT])
        assert_type(part["data"], DebugPayload[_StateT])
    assert_type(part["ns"], tuple[str, ...])
+
+
+# --- v3 stream_events return / projection typing checks ---
+# These functions are never called at runtime; `ty` validates the
+# assert_type calls. They pin the public typing surface of
+# stream_events(version="v3") / astream_events(version="v3"): the handle
+# type and the always-registered native projections.
+
+
+def _check_stream_events_v3_typing() -> None:
+    """Compile-time checks for sync v3 typing — never called at runtime."""
+    graph = _make_simple_graph().compile()
+    run = graph.stream_events(_SIMPLE_INPUT, version="v3")
+    assert_type(run, GraphRunStream)
+    assert_type(run.values, StreamChannel[dict[str, Any]])
+    assert_type(run.messages, StreamChannel[ChatModelStream])
+    assert_type(run.lifecycle, StreamChannel[LifecyclePayload])
+    assert_type(run.subgraphs, StreamChannel[SubgraphRunStream])
+
+
+async def _check_astream_events_v3_typing() -> None:
+    """Compile-time checks for async v3 typing — never called at runtime."""
+    graph = _make_simple_graph().compile()
+    run = await graph.astream_events(_SIMPLE_INPUT, version="v3")
+    assert_type(run, AsyncGraphRunStream)
+    assert_type(run.values, StreamChannel[dict[str, Any]])
+    assert_type(run.messages, StreamChannel[AsyncChatModelStream])
+    assert_type(run.lifecycle, StreamChannel[LifecyclePayload])
+    assert_type(run.subgraphs, StreamChannel[AsyncSubgraphRunStream])
@@ -3,8 +3,10 @@ legacy v1 chunk filtering, and end-to-end via stream_events(version="v3") / astr

 from __future__ import annotations

+import asyncio
 import time
 from typing import Any
+from uuid import uuid4

 import pytest
 from langchain_core.language_models import GenericFakeChatModel
@@ -13,11 +15,13 @@ from langchain_core.language_models.chat_model_stream import (
    ChatModelStream,
 )
 from langchain_core.messages import AIMessage, AIMessageChunk, ToolMessage
+from langchain_core.outputs import ChatGeneration, ChatGenerationChunk, LLMResult
 from langchain_core.runnables import RunnableConfig
 from typing_extensions import TypedDict

 from langgraph.constants import END, START
 from langgraph.graph import MessagesState, StateGraph
+from langgraph.pregel._messages import StreamMessagesHandlerV2
 from langgraph.stream._mux import StreamMux
 from langgraph.stream.run_stream import GraphRunStream
 from langgraph.stream.stream_channel import StreamChannel
@@ -607,7 +611,6 @@ class TestEndToEnd:
    @pytest.mark.anyio
    async def test_nested_async_iteration_yields_text_deltas(self) -> None:
        """Inner stream.text drives the shared graph pump via the async pump binding."""
-        import asyncio

        model = GenericFakeChatModel(messages=iter(["hello world"]))

@@ -870,11 +873,6 @@ class TestDirectMessagesModeStaysV1:
 class TestStreamMessagesHandlerV2Unit:
    def test_on_llm_new_token_is_noop(self) -> None:
        """v2 handler must not emit v1 chunks even when on_llm_new_token fires."""
-        from uuid import uuid4
-
-        from langchain_core.outputs import ChatGenerationChunk
-
-        from langgraph.pregel._messages import StreamMessagesHandlerV2

        emitted: list[Any] = []
        handler = StreamMessagesHandlerV2(emitted.append, subgraphs=False)
@@ -890,9 +888,6 @@ class TestStreamMessagesHandlerV2Unit:
        assert emitted == []

    def test_on_chain_end_does_not_emit_tool_messages(self) -> None:
-        from uuid import uuid4
-
-        from langgraph.pregel._messages import StreamMessagesHandlerV2

        emitted: list[Any] = []
        handler = StreamMessagesHandlerV2(emitted.append, subgraphs=False)
@@ -909,11 +904,6 @@ class TestStreamMessagesHandlerV2Unit:
    def test_on_llm_end_dedupes_when_final_message_id_differs(self) -> None:
        """A streamed v2 message should not be emitted again from the final
        AIMessage fallback when its final id does not match `message-start`."""
-        from uuid import uuid4
-
-        from langchain_core.outputs import ChatGeneration, LLMResult
-
-        from langgraph.pregel._messages import StreamMessagesHandlerV2

        emitted: list[Any] = []
        handler = StreamMessagesHandlerV2(emitted.append, subgraphs=False)
@@ -0,0 +1,149 @@
+"""End-to-end tests for `TracePolicy` input processing on node trace runs."""
+
+from typing import Any
+
+import pytest
+from typing_extensions import TypedDict
+
+from langgraph.graph import END, START, StateGraph
+from langgraph.types import TracePolicy
+from tests.fake_tracer import FakeTracer, Run
+
+
+class State(TypedDict):
+    value: int
+
+
+def _node_run(tracer: FakeTracer, name: str) -> Run:
+    return next(r for r in tracer.flattened_runs() if r.name == name)
+
+
+def _incr(state: State) -> State:
+    return {"value": state["value"] + 1}
+
+
+def test_trace_policy_transforms_recorded_inputs() -> None:
+    seen: dict[str, Any] = {}
+
+    def process_inputs(inp: Any) -> Any:
+        seen["inputs"] = inp
+        return {"scrubbed_in": True}
+
+    graph = (
+        StateGraph(State)
+        .add_node("n", _incr, trace_policy=TracePolicy(process_inputs=process_inputs))
+        .add_edge(START, "n")
+        .add_edge("n", END)
+        .compile()
+    )
+
+    tracer = FakeTracer()
+    # the real graph output is unaffected by the trace policy
+    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
+
+    run = _node_run(tracer, "n")
+    # the recorded input is transformed; the output is recorded as-is
+    assert run.inputs == {"scrubbed_in": True}
+    assert run.outputs == {"value": 2}
+    # process_inputs observed the real, untransformed input
+    assert seen["inputs"] == {"value": 1}
+
+
+def test_trace_policy_transforms_recorded_outputs() -> None:
+    seen: dict[str, Any] = {}
+
+    def process_outputs(out: Any) -> Any:
+        seen["outputs"] = out
+        return {"scrubbed_out": True}
+
+    graph = (
+        StateGraph(State)
+        .add_node("n", _incr, trace_policy=TracePolicy(process_outputs=process_outputs))
+        .add_edge(START, "n")
+        .add_edge("n", END)
+        .compile()
+    )
+
+    tracer = FakeTracer()
+    # the real graph output is unaffected by the trace policy
+    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
+
+    run = _node_run(tracer, "n")
+    # the recorded output is transformed; the input is recorded as-is
+    assert run.inputs == {"value": 1}
+    assert run.outputs == {"scrubbed_out": True}
+    # process_outputs observed the real, untransformed output
+    assert seen["outputs"] == {"value": 2}
+
+
+def test_trace_policy_none_records_real_payloads() -> None:
+    graph = (
+        StateGraph(State)
+        .add_node("n", _incr)
+        .add_edge(START, "n")
+        .add_edge("n", END)
+        .compile()
+    )
+
+    tracer = FakeTracer()
+    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
+
+    run = _node_run(tracer, "n")
+    assert run.inputs == {"value": 1}
+    assert run.outputs == {"value": 2}
+
+
+def test_trace_policy_processor_error_safe_without_callbacks() -> None:
+    def boom(_inp: Any) -> Any:
+        raise RuntimeError("processor failed")
+
+    graph = (
+        StateGraph(State)
+        .add_node("n", _incr, trace_policy=TracePolicy(process_inputs=boom))
+        .add_edge(START, "n")
+        .add_edge("n", END)
+        .compile()
+    )
+
+    # no callbacks: the processor still runs but is fail-open, so execution is unaffected
+    assert graph.invoke({"value": 1}) == {"value": 2}
+
+
+def test_trace_policy_processor_error_does_not_break_execution() -> None:
+    def boom(_inp: Any) -> Any:
+        raise RuntimeError("processor failed")
+
+    graph = (
+        StateGraph(State)
+        .add_node("n", _incr, trace_policy=TracePolicy(process_inputs=boom))
+        .add_edge(START, "n")
+        .add_edge("n", END)
+        .compile()
+    )
+
+    tracer = FakeTracer()
+    # a raising processor must not abort the node; the untransformed input is recorded
+    assert graph.invoke({"value": 1}, {"callbacks": [tracer]}) == {"value": 2}
+    assert _node_run(tracer, "n").inputs == {"value": 1}
+
+
+@pytest.mark.anyio
+async def test_trace_policy_transforms_recorded_inputs_async() -> None:
+    graph = (
+        StateGraph(State)
+        .add_node(
+            "n",
+            _incr,
+            trace_policy=TracePolicy(process_inputs=lambda _: {"scrubbed_in": True}),
+        )
+        .add_edge(START, "n")
+        .add_edge("n", END)
+        .compile()
+    )
+
+    tracer = FakeTracer()
+    assert await graph.ainvoke({"value": 5}, {"callbacks": [tracer]}) == {"value": 6}
+
+    run = _node_run(tracer, "n")
+    assert run.inputs == {"scrubbed_in": True}
+    assert run.outputs == {"value": 6}
@@ -2,6 +2,7 @@ import functools
 import sys
 import uuid
 from collections.abc import Callable
+from dataclasses import dataclass
 from typing import (
    Annotated,
    Any,
@@ -17,7 +18,10 @@ import langsmith
 import pytest
 from langchain_core.callbacks import BaseCallbackHandler, CallbackManager
 from langchain_core.runnables import RunnableConfig
+from langchain_core.runnables.config import var_child_runnable_config
 from langchain_core.tracers import LangChainTracer
+from langsmith import get_current_run_tree  # type: ignore
+from pydantic import BaseModel, Field
 from typing_extensions import NotRequired, Required, TypedDict

 from langgraph._internal._config import (
@@ -118,7 +122,6 @@ def rt_graph() -> CompiledStateGraph:
        node_run_id: int

    def node(_: State):
-        from langsmith import get_current_run_tree  # type: ignore

        return {"node_run_id": get_current_run_tree().id}  # type: ignore

@@ -243,10 +246,6 @@ def test_is_required():


 def test_enhanced_type_hints() -> None:
-    from dataclasses import dataclass
-    from typing import Annotated
-
-    from pydantic import BaseModel, Field

    class MyTypedDict(TypedDict):
        val_1: str
@@ -510,7 +509,6 @@ def test_ensure_config_explicit_configurable_replaces_ambient() -> None:
    # An explicit checkpoint coordinate (here a new thread_id) starts a fresh
    # lineage and drops the ambient run context (e.g. a parent task's
    # checkpoint_ns), so a child graph does not inherit it.
-    from langchain_core.runnables.config import var_child_runnable_config

    token = var_child_runnable_config.set(
        {"configurable": {"checkpoint_ns": "p:parent-task", "checkpoint_id": "cid"}}
@@ -527,7 +525,6 @@ def test_ensure_config_explicit_configurable_replaces_ambient() -> None:
 def test_ensure_config_ambient_inherited_when_no_explicit_configurable() -> None:
    # With no explicit configurable, the ambient run context is inherited
    # unchanged (stateless subgraph / interrupt-resume pattern).
-    from langchain_core.runnables.config import var_child_runnable_config

    token = var_child_runnable_config.set(
        {"configurable": {"checkpoint_ns": "p:parent-task"}}
@@ -543,7 +540,6 @@ def test_ensure_config_explicit_configurables_still_merge_over_ambient() -> None
    # A new thread_id drops the ambient, but explicit configs still shallow-merge
    # among themselves, so a with_config(...) value (ls_agent_type) survives
    # alongside an invoke-time thread_id.
-    from langchain_core.runnables.config import var_child_runnable_config

    token = var_child_runnable_config.set(
        {"configurable": {"checkpoint_ns": "p:parent-task"}}
@@ -564,7 +560,6 @@ def test_ensure_config_non_coordinate_config_keeps_ambient_checkpoint_ns() -> No
    # A nested subagent is invoked with a non-coordinate configurable key
    # (ls_agent_type) and no thread_id; it must keep the inherited checkpoint_ns
    # so it stays a discoverable child of the parent run (deepagents `task` tool).
-    from langchain_core.runnables.config import var_child_runnable_config

    token = var_child_runnable_config.set(
        {"configurable": {"thread_id": "parent", "checkpoint_ns": "p:parent-task"}}
@@ -582,7 +577,6 @@ def test_ensure_config_same_thread_id_still_clears_ambient() -> None:
    # A child that reuses the parent's thread_id is still addressing its own root
    # namespace on that thread, so the parent task's checkpoint_ns must not leak
    # in; otherwise the child writes state that get_state cannot read back.
-    from langchain_core.runnables.config import var_child_runnable_config

    token = var_child_runnable_config.set(
        {"configurable": {"thread_id": "shared", "checkpoint_ns": "p:parent-task"}}
@@ -28,16 +28,16 @@ wheels = [

 [[package]]
 name = "anyio"
-version = "4.13.0"
+version = "4.14.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
    { name = "idna" },
    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/19/14/2c5dd9f512b66549ae92767a9c7b330ae88e1932ca57876909410251fe13/anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc", size = 231622, upload-time = "2026-03-24T12:59:09.671Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/61/cc/a381afa6efea9f496eff839d4a6a1aed3bfafc7b3ab4b0d1b243a12573dd/anyio-4.14.2.tar.gz", hash = "sha256:cfa139f3ed1a23ee8f88a145ddb5ac7605b8bbfd8592baacd7ce3d8bb4313c7f", size = 260176, upload-time = "2026-07-12T20:29:07.082Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/da/42/e921fccf5015463e32a3cf6ee7f980a6ed0f395ceeaa45060b61d86486c2/anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708", size = 114353, upload-time = "2026-03-24T12:59:08.246Z" },
+    { url = "https://files.pythonhosted.org/packages/da/35/f2287558c17e29fafc8ef3daf819bb9834061cfa43bff8014f7df7f63bdc/anyio-4.14.2-py3-none-any.whl", hash = "sha256:9f505dda5ac9f0c8309b5e8bd445a8c2bf7246f3ce950121e45ea15bc41d1494", size = 125813, upload-time = "2026-07-12T20:29:05.763Z" },
 ]

 [[package]]
@@ -382,14 +382,14 @@ wheels = [

 [[package]]
 name = "click"
-version = "8.4.1"
+version = "8.4.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "colorama", marker = "python_full_version < '3.14' and sys_platform == 'win32'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/9b/98/518d8e5081007684232226f475082b30087d0f585e8457db087298259f49/click-8.4.1.tar.gz", hash = "sha256:918b5633eddf6b41c32d4f454bf0de810065c74e3f7dbf8ee5452f8be88d3e96", size = 353007, upload-time = "2026-05-22T04:08:37.769Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/76/d4/81420972a676e8ffea40450d8c8c92943e7218a78fe9b64359836cc9876b/click-8.4.2.tar.gz", hash = "sha256:9a6cea6e60b17ebe0a44c5cc636d94f09bd66142c1cd7d8b4cd731c4917a15f6", size = 338000, upload-time = "2026-06-24T17:45:15.148Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c7/0d/67e5b4109ea4a837e80daa87c2c696711955e40449a97e8926672534def2/click-8.4.1-py3-none-any.whl", hash = "sha256:482be17c6991b8c19c5429a1e995d9b0efdbb63172824c41f99965dc0ade8ec2", size = 116639, upload-time = "2026-05-22T04:08:35.26Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/e2/79c688af8b210d232694e31e59da9f6ec747bae31c3f5946e4e9b98860d5/click-8.4.2-py3-none-any.whl", hash = "sha256:e6f9f66136c816745b9d65817da91d61d957fb16e02e4dcd0552553c5a197b76", size = 119243, upload-time = "2026-06-24T17:45:13.73Z" },
 ]

 [[package]]
@@ -537,61 +537,58 @@ wheels = [

 [[package]]
 name = "cryptography"
-version = "48.0.1"
+version = "50.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "cffi", marker = "python_full_version >= '3.11' and python_full_version < '3.14' and platform_python_implementation != 'PyPy'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/12/45/870e7f4bef50e5f53b9f51d4428aee5290eedf58ba443f16b1ebb7ab8e66/cryptography-48.0.1.tar.gz", hash = "sha256:266f4ee051abb2f725b74ef8072b521ce1feacf685a3364fa6a6b45548db791a", size = 832989, upload-time = "2026-06-09T22:32:31.8Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/de/41/6cbdcf9142d00fe82836fbb51e503e58088575cf7a0fe1dbff6695bf0840/cryptography-50.0.0.tar.gz", hash = "sha256:eeac2acb5a20ed25e0ad6d1df9891a520b78b404266b6d11778f25d5d691a6c9", size = 880201, upload-time = "2026-07-31T14:25:10.11Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1b/bc/ee4137cbbe105652c0ee4252792b78fc8e7afa4b8e61d9d5dc05a7f45731/cryptography-48.0.1-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:3e4a1a3232eef2e6c732827d5722db29a0cc8b27af2a4d865b094cf954be9ca1", size = 8008324, upload-time = "2026-06-09T22:31:00.702Z" },
-    { url = "https://files.pythonhosted.org/packages/d5/85/6379d42181bfc713094f081360fc5784d6c816b599d45e7f082502d173ce/cryptography-48.0.1-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:32143b24adb918f078134e1e230f1eb8cc04886b92c28b5f0041aaf3e5699225", size = 4696243, upload-time = "2026-06-09T22:32:33.446Z" },
-    { url = "https://files.pythonhosted.org/packages/9c/87/c85d147b53323c7eb4d850920c8901377323c2a0ff8d79c262d4fee89aa2/cryptography-48.0.1-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f0d27a5696721ef7a672b8c810f6aded391058e0b9486e63e6d93baf765da691", size = 4713235, upload-time = "2026-06-09T22:31:40.141Z" },
-    { url = "https://files.pythonhosted.org/packages/79/58/67cbf8cf1ee7c54b439ca07bbecf8362c07afc11a3724fea70f745784add/cryptography-48.0.1-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:eb86ce1af36fe65041b6db9a8bb064ee621a7e5fded0f80d475ec243477cd242", size = 4702323, upload-time = "2026-06-09T22:31:42.191Z" },
-    { url = "https://files.pythonhosted.org/packages/89/c6/24266ac10c47f6cd2a865f4446062b466da1d1f10b27189eac00e61bf0c9/cryptography-48.0.1-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:b024e784ad6c077ee0147b35ea9cbfc1e34e1fd4c1dcca214c2794d73a12df08", size = 5300085, upload-time = "2026-06-09T22:31:58.703Z" },
-    { url = "https://files.pythonhosted.org/packages/d2/bb/cc4b78784f97efc8c5874c2a9743708d172be6663024b34a0467885ae0c8/cryptography-48.0.1-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3752f2dbc8f07a30aad2932c986cea495b03bb554887828225da104f732852b6", size = 4746137, upload-time = "2026-06-09T22:31:31.01Z" },
-    { url = "https://files.pythonhosted.org/packages/1f/52/0c44de3f5267f8fbe8e835138017522a333436166e406f0db9b9e6e3033f/cryptography-48.0.1-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:bd81490cd5801d755cf97bb68ac191f14b708470b1c7cf4580f669b9c9264cd8", size = 4333867, upload-time = "2026-06-09T22:32:28.096Z" },
-    { url = "https://files.pythonhosted.org/packages/9a/2e/772d7adbfa931537bc401640b7cac9976bff689bda187833e5d63b428e49/cryptography-48.0.1-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:66fd0771e7b9c6dcd44cf1120690d2338d16d72795cf40cae2786a39eba65429", size = 4701805, upload-time = "2026-06-09T22:31:38.284Z" },
-    { url = "https://files.pythonhosted.org/packages/f8/a3/b06844f303873493c963caf581c04df31c7035e0c1b0f02c4814d319ec80/cryptography-48.0.1-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:3fd2ca57062b241c856670b073487d2e86c4637937ca5601e48f97bf8e11fc8f", size = 5258461, upload-time = "2026-06-09T22:31:04.187Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/13/8b765e2e12b07c74941caadb9d1c8fdc006c4dfbf2b8f2d610519758954d/cryptography-48.0.1-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:0ee6ea481db1ab889cba043ec1eda17bb9c1ea79db6722f779c3667f9f70322f", size = 4745488, upload-time = "2026-06-09T22:32:30.07Z" },
-    { url = "https://files.pythonhosted.org/packages/2e/aa/48972bce55049b32a94f4907eda4d75fa385aad8a39506cc2fc72196ecf0/cryptography-48.0.1-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:f2ceef93cb096aa3c4cc4b5c94ca6131f9196d28c64d6111533402a9b2054d41", size = 4830256, upload-time = "2026-06-09T22:31:43.868Z" },
-    { url = "https://files.pythonhosted.org/packages/47/a2/e5079a032fb85cf6005046ca92bbd78b0c82dad2b5751ab8c311659da06f/cryptography-48.0.1-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:9bd3f92d76217892b15df84ca256c2c113d386fdda7a7d8691aeeced976507c6", size = 4979117, upload-time = "2026-06-09T22:31:05.845Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/a0/8f50cae9c74e718ed769d63ed5c74bd0ea830c9550a74629cebd1b9c7bc7/cryptography-48.0.1-cp311-abi3-win32.whl", hash = "sha256:b9a32b876490d66c8bcc9963ef220199569748434ab01a9d6aaeabf88e7f5158", size = 3304154, upload-time = "2026-06-09T22:32:16.845Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/69/0572c77dbace6fef72f33755bd52ea399c71367250d366237f8691826b9e/cryptography-48.0.1-cp311-abi3-win_amd64.whl", hash = "sha256:39489bfca54c7a1f6b297efcd8bc608ab92d16c4ca631b0cad4da46724588b24", size = 3817138, upload-time = "2026-06-09T22:32:00.388Z" },
-    { url = "https://files.pythonhosted.org/packages/42/06/3e768b4c3bc78201583fa35a0e18f640dd782ff41afba88f8545481a8874/cryptography-48.0.1-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:f817adc181390bd54f2f700107a7419040fb7c1bdf2fc26f36551a06a68c3345", size = 7989830, upload-time = "2026-06-09T22:31:07.8Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/13/6476736484b94041110c8340a3eb63962fea4975baea8cb4a512adb44d4d/cryptography-48.0.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d5d30989c6917b478b5817902e85fddaea2261efa8648383d965381ccb9e1ac4", size = 4689201, upload-time = "2026-06-09T22:31:09.745Z" },
-    { url = "https://files.pythonhosted.org/packages/79/62/65a87f34d2a431546e2509b85d55e8c90df86d668f6731da64d538512ac2/cryptography-48.0.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:df637c05205ea7c1d7fbcbe54bbfea648a52951155f997af13d895d0ecc96991", size = 4702822, upload-time = "2026-06-09T22:32:24.409Z" },
-    { url = "https://files.pythonhosted.org/packages/7f/59/810b5204b0a9b10f4b6bc06bd551a8b609803cd931806bc3b71884b225e5/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:869c3b8a53bfe27147832df48b32adadf558249d50e76cb3769d40e986b13265", size = 4694875, upload-time = "2026-06-09T22:32:08.737Z" },
-    { url = "https://files.pythonhosted.org/packages/24/dc/d8ca05ffea724eec6d232ea6f18e74c269eb6bdfdcc9bfba689790d1325f/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:e361afba8918070d376df76f408a4f67fec0ee9cff81a99e48fe9a233ef59e17", size = 5290385, upload-time = "2026-06-09T22:31:15.212Z" },
-    { url = "https://files.pythonhosted.org/packages/03/8c/3be6cb4da181f5bb6c19cf560c2359d60644a6b5fc5b57854e528f47b296/cryptography-48.0.1-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:d069066deead00ac7f090be101be875a06855908f7ec004c27b8fefb4acfb411", size = 4737082, upload-time = "2026-06-09T22:32:22.66Z" },
-    { url = "https://files.pythonhosted.org/packages/aa/f6/d5f60a5a1434dbfd949e227fd0065d194c7e6b6ac526b17f5c06152b8231/cryptography-48.0.1-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:09f73a725d582cef64b91281a322cd798d14a33b2b6f2b7ad9531dc336d84c02", size = 4325328, upload-time = "2026-06-09T22:32:10.777Z" },
-    { url = "https://files.pythonhosted.org/packages/17/b7/ba75dd947a14b6ad907b01ae8f6b5b348cdd1b48142f0063dee9e20c1d9d/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:15254441469dd6bf027039453288e2072124f8b6603563f5d759e1c9b69273fa", size = 4694530, upload-time = "2026-06-09T22:31:53.105Z" },
-    { url = "https://files.pythonhosted.org/packages/62/29/50d6b9e8aff12d8b67afaeb3569335e32dc83a5723e3bbded24fdac9f809/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:8ace4507d1e6533c125f4fac754f8bb8b6a74c08e92179dabd7e16571a3efbf3", size = 5245046, upload-time = "2026-06-09T22:31:25.774Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/04/618f4115cfc0add0838c82507aa18a346089428da8653ad38b3ff36f5cb3/cryptography-48.0.1-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:b4e391975f038e66432328639620a4aff2d307513b004f1ca06d6225bced815c", size = 4736660, upload-time = "2026-06-09T22:32:12.676Z" },
-    { url = "https://files.pythonhosted.org/packages/24/9c/06e062462a0de28a3b3911322eded4c16deb9f441b1b7575d3dc59488ab5/cryptography-48.0.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:42fcd8e26fe555d9b3577a135f5091fefa0aa4e99129c23fb56787a1bd4ada72", size = 4822229, upload-time = "2026-06-09T22:31:17.062Z" },
-    { url = "https://files.pythonhosted.org/packages/f4/be/0561971eaaee4b8a0e7d5113c536921063ab91aaf23278ac374eaf881e11/cryptography-48.0.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c1400da5e32a43253392277eac7490a60e497d810a63dd5608d71bbd7af507c9", size = 4966364, upload-time = "2026-06-09T22:31:32.842Z" },
-    { url = "https://files.pythonhosted.org/packages/a4/27/728c77876f12b000820b69ae490f3c4083775e79e07827e9e60be07ad209/cryptography-48.0.1-cp314-cp314t-win32.whl", hash = "sha256:0df56b056bc17c1b7d6821dfa65216e62bd232d8ab05eb3db44e71d235651471", size = 3278498, upload-time = "2026-06-09T22:31:29.154Z" },
-    { url = "https://files.pythonhosted.org/packages/06/e3/79a612c6d7b1e6ee0edd43633d53035bec2cfb78c82b76f7864f39e36f34/cryptography-48.0.1-cp314-cp314t-win_amd64.whl", hash = "sha256:9de21387aa95e2a895823d0745b430bed4f33503ba9ab5e0b5311f33e37d66d2", size = 3798790, upload-time = "2026-06-09T22:31:56.697Z" },
-    { url = "https://files.pythonhosted.org/packages/ca/6c/00fa2a95997164c8b2072ce327c23d4ab20809ccc323ea5fab91e53a4bba/cryptography-48.0.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:4fdc69f8e4316bcf0c8c8ec1f26f285d12e8142d88d96c876a59a03be3f6ae67", size = 7987408, upload-time = "2026-06-09T22:32:20.777Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/d9/45f309a7e4e5f3f8f121d6d3be9e94024a7726ec598d6e08ae04edb2f04d/cryptography-48.0.1-cp39-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:48fe40804d4caa2288f24e70ca8c64c42dd826da0ad7e4f1b41b2128d679e6c8", size = 4690196, upload-time = "2026-06-09T22:31:54.74Z" },
-    { url = "https://files.pythonhosted.org/packages/5f/9f/a1bc8bcc798811b8527eb374bbccf30a3f3e806829d967118222bf1125eb/cryptography-48.0.1-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:86be3b1b0b6bf09482fb50a979c508d2950ed95f5621ec77f4e385962006b83a", size = 4696782, upload-time = "2026-06-09T22:31:45.615Z" },
-    { url = "https://files.pythonhosted.org/packages/66/c2/81a4fb4e4373c500bb526bc337ac5719dd31dd15b970b84a238168c6aa08/cryptography-48.0.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:4ab0a343c807bbcd90c971cd1ecf072937cd01847a9e002bef88fb47ac6be577", size = 4696618, upload-time = "2026-06-09T22:31:11.564Z" },
-    { url = "https://files.pythonhosted.org/packages/e5/0b/aa68b221dde92d09cb29a024ede17550ee21e77a404e59fc093c82bb51e1/cryptography-48.0.1-cp39-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:9621de99d2da096006b629979efd8ae7eb2d8b822488d0c89ee4000c306c59b1", size = 5289970, upload-time = "2026-06-09T22:31:20.368Z" },
-    { url = "https://files.pythonhosted.org/packages/78/13/fba657f958d2af66ea959a4ba01212632089249d34af1ae48054136344d7/cryptography-48.0.1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:88c852a0ae366e262e5a1744b685e6a433dc8788dd2a277e418bf4904203609d", size = 4731873, upload-time = "2026-06-09T22:31:22.253Z" },
-    { url = "https://files.pythonhosted.org/packages/4c/4c/9a964756d24a26b3e34dfcb16f961b89838786e6700b635b0d1e3adff4b6/cryptography-48.0.1-cp39-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:43c5835e2cb98c8733d86f57d6fc879b613f5c3478607281c3e36daffc6dd8a6", size = 4330804, upload-time = "2026-06-09T22:31:36.56Z" },
-    { url = "https://files.pythonhosted.org/packages/4b/0f/a10f3a6eb12950a10e3a874070283aa2dd5875b2bfd15fad8a3e17b3f13e/cryptography-48.0.1-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:fe0180af5bf9236518a087e35bf2d9a347d5f5f51e63c579d683ddff424e3d46", size = 4696217, upload-time = "2026-06-09T22:31:13.351Z" },
-    { url = "https://files.pythonhosted.org/packages/f3/6f/5cd12f951165ea73ef85266775d97e4c763b2474ccfd816dd69d3a18d6f8/cryptography-48.0.1-cp39-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:b7a2d1a937a738a881737cec135a38bb61470589b17515b9f73f571d0ae10401", size = 5245252, upload-time = "2026-06-09T22:32:02.193Z" },
-    { url = "https://files.pythonhosted.org/packages/68/ab/8aaa12e4516ec4464033ab79b6f3b592bd5a92102467c4ace8a0d970203f/cryptography-48.0.1-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:b74ca3b8e5ecdd833bf6a002ca41b4793bb27fb8f1c06ffaf2643c9e9140e31b", size = 4731388, upload-time = "2026-06-09T22:32:04.019Z" },
-    { url = "https://files.pythonhosted.org/packages/1b/24/50027ea4dca85ec1f40688f3c24fb32ccacd520583c9592c3cc95628e6fb/cryptography-48.0.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:2c37f2461406063b417837f5f3daab668652acd82423efcd7f0a9f04be972de1", size = 4824186, upload-time = "2026-06-09T22:32:18.707Z" },
-    { url = "https://files.pythonhosted.org/packages/52/41/04cb5eb17085ade6f50cc611fb657df6a0f5885350de8764ece89c050197/cryptography-48.0.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:86fe77abb1bd87afb251d4d02ada7ecf53a32cee9b67d976abb2e45a13297475", size = 4964539, upload-time = "2026-06-09T22:31:18.793Z" },
-    { url = "https://files.pythonhosted.org/packages/36/bf/ed70785c496e89d7e73b7cda2d21f2447fd6d4e821714b8d04ff217fed92/cryptography-48.0.1-cp39-abi3-win32.whl", hash = "sha256:6b2c0c3e6ccf3ade7750f836ef3ee36eea250cc467d45c256895573ac08cc6f1", size = 3282307, upload-time = "2026-06-09T22:30:53.162Z" },
-    { url = "https://files.pythonhosted.org/packages/b3/ff/371ea7d252656ee1eb6d83eeeef3d1d0c6baf1d6497687d081ea03814670/cryptography-48.0.1-cp39-abi3-win_amd64.whl", hash = "sha256:9a49ca6c81417f6a5edb50375a60cccdd70fa0a91a5211829dbea74eba94d2ac", size = 3793408, upload-time = "2026-06-09T22:32:15.191Z" },
-    { url = "https://files.pythonhosted.org/packages/a9/d3/eb4e394e587341fdad09a09101fa76478ead3a78b0ad63e55c22f0d75c02/cryptography-48.0.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:08a597acce1ff37f347400087776599e2348a3a8bc53b44120e463cd274efe4a", size = 3951747, upload-time = "2026-06-09T22:31:23.871Z" },
-    { url = "https://files.pythonhosted.org/packages/e0/4a/3f43451b4f858bfceaaaffc649e6e787e8d4fb332a1d443af39ab02cc8f1/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:735824ec41b7f74a7c45fb1591349333e4c696cb6c044e5f46356e560143e4cd", size = 4641226, upload-time = "2026-06-09T22:31:02.532Z" },
-    { url = "https://files.pythonhosted.org/packages/73/4e/855584c2c23b09e4ce2d3b9c30e983e679cd60b068c513c6bbdb91e11782/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:92a46e1d638daa264ba2971c0b0489c9409787943efae4d60ffda3d091ef832c", size = 4668958, upload-time = "2026-06-09T22:32:06.213Z" },
-    { url = "https://files.pythonhosted.org/packages/42/3b/d35750e41d803d1e516fd6d6011f065424924da7af1748cef4cc9cb3ede1/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:7e234ac052af99f2700826a5c29ea99d9c1b1f80341cde62d11c8154dc8e0bd9", size = 4640793, upload-time = "2026-06-09T22:32:26.331Z" },
-    { url = "https://files.pythonhosted.org/packages/ca/aa/cdb7181fe865285e87e96825aaab239400f1de0c3bfba9bd9769b79f1a92/cryptography-48.0.1-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:33842cf0888951cef5bc7ac724ab844a42044c1727b967b7f8997289a0464f92", size = 4668505, upload-time = "2026-06-09T22:31:27.534Z" },
-    { url = "https://files.pythonhosted.org/packages/5d/8c/ce3823c06c2804f194f9e64f0d67fa3f4094a39f2bb1a990cd03603af8fc/cryptography-48.0.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:6184ca7b174f28d7c703f1290d4b297217c45355f77a98f67e9b7f14549ac54a", size = 3742204, upload-time = "2026-06-09T22:31:34.773Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/5c/59086b4aac5e879d38ddbcf74e4be7ade89cebc3eb199a55da998c3bb46a/cryptography-50.0.0-cp311-abi3-macosx_11_0_arm64.whl", hash = "sha256:031e2d5dd4bb9caa3ca9c82e5a197fd8ae680232cee62603d1a813f3f07e3d03", size = 4001252, upload-time = "2026-07-31T14:23:33.331Z" },
+    { url = "https://files.pythonhosted.org/packages/57/ef/8f2df13c7216bcad3e1c74e07f6e193d93e998e114f524a53877c9af27ad/cryptography-50.0.0-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fd9192b7b70c573d7f214eb1ae35e00d359f6f5e4b27c7e21e30de1fc6204645", size = 4719554, upload-time = "2026-07-31T14:23:35.611Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/41/029086c34d91052fc3b88bcc8056f709a7c915c7a23b235a54eb800b1c97/cryptography-50.0.0-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:06a32a980526a6ab9a4b9bf8f7385800791e2bb960903cb6b530e4817509a3b7", size = 4702130, upload-time = "2026-07-31T14:23:37.635Z" },
+    { url = "https://files.pythonhosted.org/packages/7d/ff/b6ce0954962e7f7b969f850a883744197bb3910bdfd7b6da162eab7d9f68/cryptography-50.0.0-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:a1b30560f2acc95aa8b2e06e716a13dbfc97314747b80d9707e307f77b40d6b3", size = 4725244, upload-time = "2026-07-31T14:23:39.471Z" },
+    { url = "https://files.pythonhosted.org/packages/06/1e/63a1027cb7fec360a182208e1b7767d5aa1fe57be3d6aa856e69a321edc0/cryptography-50.0.0-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:8d89f3976b10b4ce31118de72329025f70d2c6ead14a8217c5514dd2c6d5a78f", size = 5342265, upload-time = "2026-07-31T14:23:41.286Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/72/a1116d683a6d7ece94590013882515de087edf9ef0e6292aae615a44df73/cryptography-50.0.0-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:b42a28c1844fd9de8f3f7d540e36b66f3a9c83fceac7170ebc7a6a19edd9dcae", size = 4734609, upload-time = "2026-07-31T14:23:43.139Z" },
+    { url = "https://files.pythonhosted.org/packages/15/37/36a9c479bbe49acea2636c7fd3360d20f7b7e079c300352011c44850b181/cryptography-50.0.0-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:900131fafd8aead39ac7dd3a7e833be754c17a95cfd91221636949fe4eb0aa8a", size = 4356517, upload-time = "2026-07-31T14:23:44.939Z" },
+    { url = "https://files.pythonhosted.org/packages/32/98/8a151d64367204cbc63ec65d37502f1d9c53cf4bfc6ec3c532614dbec60d/cryptography-50.0.0-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:07949c449a1abcf60d1ee6e88956d89404c7df3c8258f46589e912988e551987", size = 4724529, upload-time = "2026-07-31T14:23:46.93Z" },
+    { url = "https://files.pythonhosted.org/packages/22/f6/ec13b470172126464a86bf54d2294a46d29837fc51ba3e45d4047946fb5e/cryptography-50.0.0-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:f89831ef99dd7dd169ab06d63a831adb9e20a87aac6d380266bbda5823349169", size = 5299852, upload-time = "2026-07-31T14:23:48.851Z" },
+    { url = "https://files.pythonhosted.org/packages/da/3a/f05e32c99d440c9bb891ea0e36c9091891e36be5a9a87ab2ee6ea20729f6/cryptography-50.0.0-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:82148ec5bddac30b51a5b3c1945075f896fa022cb93f8e4a01e9f6ee95292c5f", size = 4734462, upload-time = "2026-07-31T14:23:50.861Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/dc/bd72b26be8953f80625f63151efd38eee71c76ca6cf591c08ff34615a79e/cryptography-50.0.0-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:1489e263a8048bb8b6a8bac662eb2d402ea5d2b7b4699b72f385f1e2772db105", size = 4852708, upload-time = "2026-07-31T14:23:52.715Z" },
+    { url = "https://files.pythonhosted.org/packages/27/20/c930314a2ab476d15dec966ec87e2e9637bb02b06106b12c0396c57bb603/cryptography-50.0.0-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:7cec5b856506da6defb290f30c9ee687d5f5e8cb0bd3f6459dde43b0b4fa40ef", size = 5004179, upload-time = "2026-07-31T14:23:54.887Z" },
+    { url = "https://files.pythonhosted.org/packages/32/2e/c9db68a0c4bfa28e310707527c0ee3a2bd254104d2e02e68f368e197aa4c/cryptography-50.0.0-cp311-abi3-win_amd64.whl", hash = "sha256:bd1c592e4d5974f0d08d4888e432157adba757c66da0246918e43677fafa2d30", size = 3840395, upload-time = "2026-07-31T14:23:56.677Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/fb/951032a3bf22a5697c83183fb6294a4843772947a70e616c57b3ff5f522e/cryptography-50.0.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:49e7d93abdbd2990caced757e5fade25302f719c3c8fb6e6fff2dde98999fc41", size = 3989258, upload-time = "2026-07-31T14:23:58.881Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/67/91eb047e69c5e845f2f14b8a2e4a1aab0f283cb885531e9e22c8adb176bc/cryptography-50.0.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:19736989797678c6af1e55cd49055cdbcb55d8f6b5583ac5335f933aba9101dc", size = 4700648, upload-time = "2026-07-31T14:24:00.702Z" },
+    { url = "https://files.pythonhosted.org/packages/30/82/85f0f7425c856b9f96459411eb12e74ef72df9caf6f8f15bf23a33ff131f/cryptography-50.0.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:80b63928fa35083b33966ce1efb70e5b9607181e49dcd1c22c8c005e319f667f", size = 4682442, upload-time = "2026-07-31T14:24:02.538Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/28/b555a365adff1cca2fbe7b9e487d68a40de6bc67ff2cb587473eb43de0e7/cryptography-50.0.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:d58c3db7cd6eed54e6c06744db55456b65ebd7492ddeae9c1e93cfca7aa857d3", size = 4707596, upload-time = "2026-07-31T14:24:04.394Z" },
+    { url = "https://files.pythonhosted.org/packages/72/d8/f52538140cc719df62a01cf87d1c7142318d235817109d6f4054d7c352d6/cryptography-50.0.0-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:df2a58a472f332225671c35b0a830208b86d004f82baa8530fa3782c85646533", size = 5314552, upload-time = "2026-07-31T14:24:06.31Z" },
+    { url = "https://files.pythonhosted.org/packages/38/14/6120e5bd7c5aa022ad15424ba4d5c5269d0d9448ed4d55e492ea91e3c1c4/cryptography-50.0.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:11b74db56cdbe3cdee6e3f6982ecb70334fa10dce99ed58bf7894aaaa3b2a037", size = 4717113, upload-time = "2026-07-31T14:24:08.349Z" },
+    { url = "https://files.pythonhosted.org/packages/fa/71/190bf38c3ee2e0f8efc9860ae100c9df4169742eef274b91e7aa1cb133b9/cryptography-50.0.0-cp314-cp314t-manylinux_2_31_armv7l.whl", hash = "sha256:f59e38625469987d7ef6d495323c55e7db6c212eaf6112267e0d3b565a2e9c9f", size = 4338580, upload-time = "2026-07-31T14:24:10.227Z" },
+    { url = "https://files.pythonhosted.org/packages/3a/63/504ccfbbe61fd8aa983f7f146399cdf034c72c2fc55f5b2dfdcdcdb20c99/cryptography-50.0.0-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:ecfed7367f965a0328cfbdd70da860f15441f002f613185668c6e6ebf5a0ac11", size = 4707038, upload-time = "2026-07-31T14:24:12.169Z" },
+    { url = "https://files.pythonhosted.org/packages/01/77/2cf79bbfc4d12ca106437a6e170d6aaa01a373e93093118aaaef0e801bd4/cryptography-50.0.0-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:9aa87839c383bdbab6ef865787a1fb877af8dd03464c4400322726feaaadfc6d", size = 5273110, upload-time = "2026-07-31T14:24:14.38Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/45/8aae2972c520145377ea3559a605a899bebe227bf070b33cdb445929a9b9/cryptography-50.0.0-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:6ba6a53445bd3cfa809ef3ef5f1589aa6ba08784a1d962bf47d0940e871dab1c", size = 4716439, upload-time = "2026-07-31T14:24:16.415Z" },
+    { url = "https://files.pythonhosted.org/packages/7b/20/4fe50b619a48c2525cc46e2dbc1ac490708d704be5d467bdaac6dc955682/cryptography-50.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:3f5735ffe4996d28b809371756219f5354864902a3b9e7c0b9ee87041209fc9c", size = 4837383, upload-time = "2026-07-31T14:24:18.553Z" },
+    { url = "https://files.pythonhosted.org/packages/92/91/3a31366e183343d3703f8995c095f5734676bd6938118047e50fcf279eb4/cryptography-50.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:1b4a266766514614f8aa60416e71f2fc6e575d36e7bdc90f644fadb2f4b75b95", size = 4985772, upload-time = "2026-07-31T14:24:20.385Z" },
+    { url = "https://files.pythonhosted.org/packages/74/9a/02ffe35b2853d121689871eb5dce862092562b3a1ed5cc98f1aaed441506/cryptography-50.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:12b9c6996425c76ea6c457ace4f3073e715b8c545add07cd1a8f3a4f90691269", size = 3816291, upload-time = "2026-07-31T14:24:22.125Z" },
+    { url = "https://files.pythonhosted.org/packages/03/37/73d005be173aff344af30e9fd2a576575cb2391a7101d9cd3842e1fa8cce/cryptography-50.0.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:ccdc4a71a4dabae05de219404f9f4abc38e3b58422177ff93d0da05967dafa07", size = 4036009, upload-time = "2026-07-31T14:24:24.122Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/c6/7a6202a534e32103a285b7834a120869557fe198d51d7cfe59754c8bda9c/cryptography-50.0.0-cp39-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:910e1d2668e7de9648f2bcee30e180db2a6b15c30f887d7c4c93ddf96e3992e3", size = 4745252, upload-time = "2026-07-31T14:24:26.118Z" },
+    { url = "https://files.pythonhosted.org/packages/85/4f/0fa8c2f4428198f15d9ff8d63400e27afbf94ce833f6108da1eb3753f945/cryptography-50.0.0-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:a91296cb61e8df6f86d0c19cc4068228da256bf59bf86049fbd821084565327f", size = 4728939, upload-time = "2026-07-31T14:24:27.994Z" },
+    { url = "https://files.pythonhosted.org/packages/d1/63/54dd723490ba2dc09b299682c10b38db38f159728bcaae8c591b8af2f22d/cryptography-50.0.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:e722f16708d854fe924790e051061f6704a472c3bac347b6fd88033ea8dd0dc5", size = 4748483, upload-time = "2026-07-31T14:24:30.254Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/dd/7c77d26285cc7f6991efce64a0f5b4f9383bfa5dd8c5033003eaf7db4cdb/cryptography-50.0.0-cp39-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:d764dcf130c428ef66786f866dd750f53182bc608813489915e9fc106bb0c82f", size = 5367599, upload-time = "2026-07-31T14:24:32.457Z" },
+    { url = "https://files.pythonhosted.org/packages/46/c9/f60aed34c013f317f92817b6c171c2d22a78270fa41109bd4b08af26b194/cryptography-50.0.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:105110f43a471dbd0060b9c9516cb8a6a79233631a04cc2ba16f28323ac6e025", size = 4762647, upload-time = "2026-07-31T14:24:34.599Z" },
+    { url = "https://files.pythonhosted.org/packages/be/f3/f9a0173b139372c3a48ed98154b45cc6b9de17c789d5ab552e621c293609/cryptography-50.0.0-cp39-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:828743d939e9629bc267b8e2d08d8bb67cd4319c771a33d4b18b22dd8fb7440a", size = 4385197, upload-time = "2026-07-31T14:24:36.647Z" },
+    { url = "https://files.pythonhosted.org/packages/d8/36/83bb81f6e569bc38e1e4a7bc80f29b46bb9601920bc455fc8e888f5d5742/cryptography-50.0.0-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:2a8183b489dc1f7f80f135780fadc1108f14b31b8a40411c7a5b17425f65f28b", size = 4748095, upload-time = "2026-07-31T14:24:39.493Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/16/d3008eff98c764979865834c3d386d4fd041b5f52e7f34fc29ac1a5eb515/cryptography-50.0.0-cp39-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:6e7d61120573a7f2cd94cc095f9e81f6967c61ccdf194285aa143ecec8e0b708", size = 5325948, upload-time = "2026-07-31T14:24:41.556Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/f8/d97f9603efda3888187bfdb893f26c41be4735c10631d05d284ee6b047c4/cryptography-50.0.0-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:37fdb0d0111f1e2ff07139dfb79f1b49531f8e213c46f1163dd7642979b58c47", size = 4762400, upload-time = "2026-07-31T14:24:43.636Z" },
+    { url = "https://files.pythonhosted.org/packages/64/a2/4615c8f7d81a00b1d6e6afe19f694e1543582349fb5f4076f6cb5dc36485/cryptography-50.0.0-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:c87f62a3d3b9888ed0fdde100ec06aa61ca9cd44bad9057d1dff9a516b5f5bb9", size = 4878208, upload-time = "2026-07-31T14:24:45.522Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/1a/efcfb02f91407149a0dacffffab791f7e19bf6385f63b3666dc8b5e5c9c8/cryptography-50.0.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:65c2c3add92b45fd0709db8594536aea39c2a67af0e27ffcf049c498501140b7", size = 5037050, upload-time = "2026-07-31T14:24:47.697Z" },
+    { url = "https://files.pythonhosted.org/packages/57/30/4a22984d4f1bdfb8c054f07a92bc176b97a3134cc1d6c4b3bffb1f3688b4/cryptography-50.0.0-cp39-abi3-win_amd64.whl", hash = "sha256:d24fead1d4d076e1bfb006dcec392074a3cd8d7b4fc8a595aa64073b2b7a96ba", size = 3874135, upload-time = "2026-07-31T14:24:50.085Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/3e/e54cde8c01631a5a8226ccd617eab9e57fd5cfdad90f1a9e6bb570794631/cryptography-50.0.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:5e34edd123674534acd70147f0ca331eaa2c74e6325fb2028c886aa26ba0b68c", size = 3963170, upload-time = "2026-07-31T14:24:51.968Z" },
+    { url = "https://files.pythonhosted.org/packages/01/b6/0b9e125e90f3d2dcf599a218a899cda7326a3158cfa258723f0b398b08f6/cryptography-50.0.0-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:8eb5e1172eb569ea8a872796576e6a67c276351728b6455d5beb01242b027c6a", size = 4692441, upload-time = "2026-07-31T14:24:53.743Z" },
+    { url = "https://files.pythonhosted.org/packages/53/c9/a5151588710785a96d7bc4de27d4cd62f263bbbcb203cfe29df537eb6505/cryptography-50.0.0-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:910d11e1a385c654bf738bf3e6b8e6ed5de0f5610fcae2be9e5b398d8081d20e", size = 4699810, upload-time = "2026-07-31T14:24:55.746Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/1a/15b92b25eb6ce3089cd49377ae990a0f3ad485a510f968aed1f19dbdcdf2/cryptography-50.0.0-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:62598a8a57f815db4c6259a4e97d857dab56697e7de8e8ab02352ab74da1995d", size = 4691924, upload-time = "2026-07-31T14:24:58.082Z" },
+    { url = "https://files.pythonhosted.org/packages/62/15/219075012ab13e8905f3cd572204f4acb4b111df787104346b9bc0cea789/cryptography-50.0.0-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:07479a1cb08219ab719147e742e76090c9c773321959bb94946fffdd397a6437", size = 4699593, upload-time = "2026-07-31T14:24:59.951Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/b5/c2c5fce26f0ee40d21bafe7f191d29a34b35a65ac4fe8a1191d1983612e9/cryptography-50.0.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:c99c003e088647b8a5b7c145d6f78c335f6348332b62e142d411c4b63d1460b9", size = 3813796, upload-time = "2026-07-31T14:25:02.298Z" },
 ]

 [[package]]
@@ -1345,7 +1342,7 @@ wheels = [

 [[package]]
 name = "jupyterlab"
-version = "4.5.9"
+version = "4.5.10"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "async-lru" },
@@ -1362,10 +1359,11 @@ dependencies = [
    { name = "tomli", marker = "python_full_version < '3.11'" },
    { name = "tornado" },
    { name = "traitlets" },
+    { name = "typing-extensions", marker = "python_full_version < '3.12'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e8/52/a8d4895bef501ffeb6af448e8bf7079541c7772978211963aa653518c2d9/jupyterlab-4.5.9.tar.gz", hash = "sha256:dd79a073fecae7a39066ea99e4627ed6c76269ac926e95a810e1e1df6358d865", size = 23994445, upload-time = "2026-06-17T15:42:16.406Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/74/24/621aa20ec0d2fe72f52095bda0fc1be7738ac21aabe4129ff623140d5cdf/jupyterlab-4.5.10.tar.gz", hash = "sha256:77e8d80b78be59b2eaba2154562e21caa6e79c2f1281d6f486584f7144ee2f47", size = 23998879, upload-time = "2026-07-21T12:43:27.324Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/c6/bb/2f9b425062416fba58f580c9b89c3b07277ccdf0a292501fedbca8ea00ea/jupyterlab-4.5.9-py3-none-any.whl", hash = "sha256:5ff0f908e8ac0afbed32b106fdef360f101c0a6654d1bf4a81e98a293ae1b336", size = 12449803, upload-time = "2026-06-17T15:42:12.18Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/c9/940f95f17ee4e413ad252bf8d4f2ee9a341f18cfeda87775fef3d7847321/jupyterlab-4.5.10-py3-none-any.whl", hash = "sha256:5967ca61e692e67a2f30b5a2b901c941dc6ce56c0b0e357bc6d34fed5ec095f6", size = 12452502, upload-time = "2026-07-21T12:43:23.542Z" },
 ]

 [[package]]
@@ -1406,7 +1404,7 @@ wheels = [

 [[package]]
 name = "langchain-core"
-version = "1.4.7"
+version = "1.5.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "jsonpatch" },
@@ -1419,26 +1417,26 @@ dependencies = [
    { name = "typing-extensions" },
    { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ee/2b/fffaff399d20a56d40b9562fa19701e91abd72d8c9d9bc8c2673077b56b6/langchain_core-1.4.7.tar.gz", hash = "sha256:7a825d77de0a3f39adbd9d09612a75e85527e14a52c1601089bcc062972d9f2b", size = 952522, upload-time = "2026-06-12T19:23:57.588Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/65/3e/63af6b9d76d9be907c7c524d6ec18a2efed7e0e2d123fea0230d78dbd73f/langchain_core-1.5.3.tar.gz", hash = "sha256:a56457ac444fef41e9404443c187f0ecea708d36e816ea4ba9573c027f7d1a2d", size = 972461, upload-time = "2026-07-30T14:55:55.833Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/de/3e/dcdffa60078ae7b3a00ebb4cbbf1a204a14c3609983c604886523a7d4418/langchain_core-1.4.7-py3-none-any.whl", hash = "sha256:bcadd51951140ecdcba98311dbd931ba5de02a5ba8a2288dad5069c1eea2a13d", size = 554941, upload-time = "2026-06-12T19:23:55.826Z" },
+    { url = "https://files.pythonhosted.org/packages/36/e6/c7c39efe0bc7e1b7c3d8f54f85846e04c901913c3d3e99068b218558c6f1/langchain_core-1.5.3-py3-none-any.whl", hash = "sha256:48b56fa580277209594dd7baf837f5b9a2a3651613f34ff9fb1728b429df015f", size = 561687, upload-time = "2026-07-30T14:55:54.419Z" },
 ]

 [[package]]
 name = "langchain-protocol"
-version = "0.0.16"
+version = "0.0.18"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/36/e7/8300ba22d968653051fd06e3117d783872dddf3dcebdd6b1d386836eb43c/langchain_protocol-0.0.16.tar.gz", hash = "sha256:806c7cdd951b1c4f692fa40fce60821ff0f221d4360e27673ddf2c2b99c2b7ff", size = 5969, upload-time = "2026-05-28T23:05:11.121Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d2/59/b5959aea96faa9146e2e49a7a22882b3528c62efafe9a6a95beab30c2305/langchain_protocol-0.0.18.tar.gz", hash = "sha256:ec3e11782f1ed0c9db38e5a9ed01b0e7a0d3fba406faa8aef6594b73c56a63e6", size = 6150, upload-time = "2026-06-18T17:08:26.959Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1f/9c/06dfcc88d02a6364e8d864c421ddd3736305cb0a6c853f75c302c80fe17c/langchain_protocol-0.0.16-py3-none-any.whl", hash = "sha256:3658c142c5d0fb3a023a4be442ce4c15c6d626aab6135eb79a76dc64ad19c3c3", size = 7037, upload-time = "2026-05-28T23:05:10.163Z" },
+    { url = "https://files.pythonhosted.org/packages/99/2e/d82db9eec13ad0f72e7aaad5c4bc730ab111934fdc83c85523206eb9b0a0/langchain_protocol-0.0.18-py3-none-any.whl", hash = "sha256:70b53a86fbf9cedc863555effe44da192ab02d556ddbf2cf95b8873adcf41b5a", size = 7221, upload-time = "2026-06-18T17:08:25.996Z" },
 ]

 [[package]]
 name = "langgraph"
-version = "1.2.6"
+version = "1.2.11"
 source = { editable = "." }
 dependencies = [
    { name = "langchain-core" },
@@ -1624,7 +1622,7 @@ wheels = [

 [[package]]
 name = "langgraph-checkpoint"
-version = "4.1.1"
+version = "4.2.0"
 source = { editable = "../checkpoint" }
 dependencies = [
    { name = "langchain-core" },
@@ -1672,7 +1670,7 @@ test = [

 [[package]]
 name = "langgraph-checkpoint-postgres"
-version = "3.1.0"
+version = "3.1.2"
 source = { editable = "../checkpoint-postgres" }
 dependencies = [
    { name = "langgraph-checkpoint" },
@@ -1694,6 +1692,7 @@ dev = [
    { name = "anyio" },
    { name = "codespell" },
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
    { name = "psycopg", extras = ["binary"] },
    { name = "pytest" },
    { name = "pytest-asyncio" },
@@ -1710,6 +1709,7 @@ lint = [
 test = [
    { name = "anyio" },
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
    { name = "psycopg", extras = ["binary"] },
    { name = "pytest" },
    { name = "pytest-asyncio" },
@@ -1719,7 +1719,7 @@ test = [

 [[package]]
 name = "langgraph-checkpoint-sqlite"
-version = "3.1.0"
+version = "3.1.1"
 source = { editable = "../checkpoint-sqlite" }
 dependencies = [
    { name = "aiosqlite" },
@@ -1738,6 +1738,7 @@ requires-dist = [
 dev = [
    { name = "codespell" },
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
    { name = "pytest" },
    { name = "pytest-asyncio" },
    { name = "pytest-mock" },
@@ -1753,6 +1754,7 @@ lint = [
 ]
 test = [
    { name = "langgraph-checkpoint", editable = "../checkpoint" },
+    { name = "langgraph-checkpoint-conformance", editable = "../checkpoint-conformance" },
    { name = "pytest" },
    { name = "pytest-asyncio" },
    { name = "pytest-mock" },
@@ -1782,7 +1784,7 @@ inmem = [
 requires-dist = [
    { name = "click", specifier = ">=8.1.7" },
    { name = "httpx", specifier = ">=0.24.0" },
-    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<0.12.0" },
+    { name = "langgraph-api", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.5.35,<1.0.0" },
    { name = "langgraph-runtime-inmem", marker = "python_full_version >= '3.11' and extra == 'inmem'", specifier = ">=0.7" },
    { name = "langgraph-sdk", marker = "python_full_version >= '3.11'", specifier = ">=0.1.0" },
    { name = "pathspec", specifier = ">=0.11.0" },
@@ -1902,7 +1904,7 @@ requires-dist = [
    { name = "langchain-core", specifier = ">=1.4.0,<2" },
    { name = "langchain-protocol", specifier = ">=0.0.15" },
    { name = "orjson", specifier = ">=3.11.5" },
-    { name = "websockets", specifier = ">=14,<16" },
+    { name = "websockets", specifier = ">=14,<17" },
 ]

 [package.metadata.requires-dev]
@@ -1914,13 +1916,13 @@ dev = [
    { name = "pytest-asyncio" },
    { name = "pytest-mock" },
    { name = "pytest-watch" },
-    { name = "ruff", specifier = "==0.15.12" },
+    { name = "ruff", specifier = "==0.16.1" },
    { name = "starlette" },
    { name = "ty" },
 ]
 lint = [
    { name = "codespell" },
-    { name = "ruff", specifier = "==0.15.12" },
+    { name = "ruff", specifier = "==0.16.1" },
    { name = "starlette" },
    { name = "ty" },
 ]
@@ -2067,14 +2069,14 @@ wheels = [

 [[package]]
 name = "mistune"
-version = "3.2.1"
+version = "3.3.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ca/84/620cc3f7e3adf6f5067e10f4dbae71295d8f9e16d5d3f9ef97c40f2f592c/mistune-3.2.1.tar.gz", hash = "sha256:7c8e5501d38bac1582e067e46c8343f17d57ea1aaa735823f3aba1fd59c88a28", size = 98003, upload-time = "2026-05-03T14:33:22.312Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/84/9c/1939635275ec7258e2b43b00dafabc36d89ad11aa7838d375dc1b0e561cb/mistune-3.3.0.tar.gz", hash = "sha256:3074ec4c61b384abe725128e4dcbb483f5a09cc4632012505cdee655d3a113b9", size = 110936, upload-time = "2026-06-21T13:11:39.458Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/2a/7f/a946aa4f8752b37102b41e64dca18a1976ac705c3a0d1dfe74d820a02552/mistune-3.2.1-py3-none-any.whl", hash = "sha256:78cdb0ba5e938053ccf63651b352508d2efa9411dc8810bfb05f2dc5140c0048", size = 53749, upload-time = "2026-05-03T14:33:20.551Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/76/b90f9d48d43fbd80a79a20d3eab2e5109859c7a56dc663b23187385898f3/mistune-3.3.0-py3-none-any.whl", hash = "sha256:a758e578acda49d8195f9a860b132dae2cf7bf409381393b1c4e6e489a65397b", size = 61250, upload-time = "2026-06-21T13:11:37.938Z" },
 ]

 [[package]]
@@ -2859,7 +2861,7 @@ wheels = [

 [[package]]
 name = "pytest"
-version = "9.0.3"
+version = "9.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "colorama", marker = "sys_platform == 'win32'" },
@@ -2870,9 +2872,9 @@ dependencies = [
    { name = "pygments" },
    { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7d/0d/549bd94f1a0a402dc8cf64563a117c0f3765662e2e668477624baeec44d5/pytest-9.0.3.tar.gz", hash = "sha256:b86ada508af81d19edeb213c681b1d48246c1a91d304c6c81a427674c17eb91c", size = 1572165, upload-time = "2026-04-07T17:16:18.027Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e4/47/b9efed96c114afcfa3c9d3fe98a76a1d14c74a9e266d397cf6eb64be5e01/pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313", size = 1636369, upload-time = "2026-06-19T10:58:32.857Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d4/24/a372aaf5c9b7208e7112038812994107bc65a84cd00e0354a88c2c77a617/pytest-9.0.3-py3-none-any.whl", hash = "sha256:2c5efc453d45394fdd706ade797c0a81091eccd1d6e4bccfcd476e2b8e0ab5d9", size = 375249, upload-time = "2026-04-07T17:16:16.13Z" },
+    { url = "https://files.pythonhosted.org/packages/24/25/1de2678b631f5a49215c6c96fff41ba892b0a34df68d6d80292b1b48aa7f/pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c", size = 386536, upload-time = "2026-06-19T10:58:31.347Z" },
 ]

 [[package]]
@@ -3141,14 +3143,14 @@ wheels = [

 [[package]]
 name = "redis"
-version = "7.4.0"
+version = "8.1.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "async-timeout", marker = "python_full_version < '3.11.3'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7b/7f/3759b1d0d72b7c92f0d70ffd9dc962b7b7b5ee74e135f9d7d8ab06b8a318/redis-7.4.0.tar.gz", hash = "sha256:64a6ea7bf567ad43c964d2c30d82853f8df927c5c9017766c55a1d1ed95d18ad", size = 4943913, upload-time = "2026-03-24T09:14:37.53Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/a8/99/604f0b666d4c616d891cf77ebb9db6bb21601344c051aebf1b72b9ff915f/redis-8.1.0.tar.gz", hash = "sha256:6e1a19beef9225c83efd689c7e6b7da2d5215b1f42cd13b7fc3714d0a09c7b25", size = 5254356, upload-time = "2026-07-30T08:51:00.269Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/74/3a/95deec7db1eb53979973ebd156f3369a72732208d1391cd2e5d127062a32/redis-7.4.0-py3-none-any.whl", hash = "sha256:a9c74a5c893a5ef8455a5adb793a31bb70feb821c86eccb62eebef5a19c429ec", size = 409772, upload-time = "2026-03-24T09:14:35.968Z" },
+    { url = "https://files.pythonhosted.org/packages/66/9d/c5731f6e3608663d4d3656fd8d3aecee8b509c3082818f5a13eae925baea/redis-8.1.0-py3-none-any.whl", hash = "sha256:a4fe1aac3d3b3cc791d4b3d5931c5a956045dc951ee74d1c913ee3ac4d2ee9fb", size = 560618, upload-time = "2026-07-30T08:50:58.497Z" },
 ]

 [[package]]
@@ -3349,27 +3351,27 @@ wheels = [

 [[package]]
 name = "ruff"
-version = "0.15.15"
+version = "0.16.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/84/6f/a76f7d96e5c962f5b69cee865e49c15c1116897c01990faa8a57edb62e7f/ruff-0.15.15.tar.gz", hash = "sha256:b8dff018130b46d8e5bf0f926ef6b60cf871d6d5ae45fc9334e09632daa741d6", size = 4706985, upload-time = "2026-05-28T14:16:57.784Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/70/25/7113f6d5498888c5fb7db34081cba7d5971c4cb1bfb26819966eee68f003/ruff-0.16.1.tar.gz", hash = "sha256:fedad7c801dabd3fb9741d76aca39246e6ddd9ca446a015875207bf19f1e6bc7", size = 4877500, upload-time = "2026-07-30T19:37:01.379Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/fa/9d/3a45c05b8ab04b4705989de70a79008e27c8003296a0feaee9edc18dd7e9/ruff-0.15.15-py3-none-linux_armv6l.whl", hash = "sha256:cf93e5388f412e1b108b1f8b34a6e036b70fe8aff89393befad96fe48670311b", size = 10710652, upload-time = "2026-05-28T14:16:06.701Z" },
-    { url = "https://files.pythonhosted.org/packages/05/66/da974431624bf3b49f6ee1f9543c02d929ff1cba78b0d5a79c38cf21f744/ruff-0.15.15-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ac5a646d1f6a7dadd5d50842dae2c1f9862ac887ef5d1b1375e02def791fde6e", size = 11096615, upload-time = "2026-05-28T14:16:23.313Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/09/7443452e5d290230a712103f2fdceeef7184f3ec99a2bd01c8be78aaceb5/ruff-0.15.15-py3-none-macosx_11_0_arm64.whl", hash = "sha256:77d955a431430c66f72dd94e379ad38a16daea3d25094872ac4edf9e797be530", size = 10436683, upload-time = "2026-05-28T14:16:40.974Z" },
-    { url = "https://files.pythonhosted.org/packages/53/01/d330c26a57fa4f3943a14424904027428315b700fe4d14a84bb123a649e5/ruff-0.15.15-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7614ee79c69788cf6cedd568069ade9cecc22a1ad20494efe8d0c9ebb4b622d4", size = 10769064, upload-time = "2026-05-28T14:16:28.905Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/85/cc8770f8bdff541b1da8392d1634141fe4a0e3f4ee596605959b7906c27f/ruff-0.15.15-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3cdb1679e06a1f6b47bc384714ae96f6e2fb65ca441eb78c43d2ca554176ce1f", size = 10511987, upload-time = "2026-05-28T14:16:43.732Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/29/8c190c1472b63013583ba391f3342036e02010544c1270455ed8e519bdf3/ruff-0.15.15-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2728b93d7b23a603ea2c0ac6eb73d760bd38ec9de35f35fb41e18f7a3fee7622", size = 11275100, upload-time = "2026-05-28T14:16:55.244Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/6b/7e145ce2cc8e63d6834eca03d83a0e18d121def5c69f91b4cf4011ed4879/ruff-0.15.15-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:be582fcc0db438902c7792b08d6ddf6c9b9e21addaa10092c2c741cfb09e5a45", size = 12176903, upload-time = "2026-05-28T14:16:14.368Z" },
-    { url = "https://files.pythonhosted.org/packages/80/a3/d5974637f68e451f7fadf015cf3101d1cd7d8ba5027cffe0b9e3826ebe6b/ruff-0.15.15-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7aa77465b8ecaf1a27bea098d696f7fed5e1eccbd10b321b682d6de586ae5627", size = 11404550, upload-time = "2026-05-28T14:16:20.138Z" },
-    { url = "https://files.pythonhosted.org/packages/fe/1c/e6e5e568f22be4fb05d6244234aba384c06b451252453b821e1a529263cf/ruff-0.15.15-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:48decfa11d740de4889de623be1463308346312f2409a56e24aa280c86162dc4", size = 11382027, upload-time = "2026-05-28T14:16:46.615Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/01/170921b49fcd2e8858825593f91cf7146c3e40a5c3e6df763e4bb0484dde/ruff-0.15.15-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:a5015088452ca0081387063649ec67f06d3d1d6b8b936a1f836b5e9657ecd48c", size = 11366041, upload-time = "2026-05-28T14:16:26.247Z" },
-    { url = "https://files.pythonhosted.org/packages/87/54/a7bad711d7de93254e15e06a4c375b89a03d18de45d3e5dcc86a4472fb1a/ruff-0.15.15-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:f5294aab6356c81600fcdea3a62bb1b924dfd5e91767c12318d3f68f86af57cd", size = 10741795, upload-time = "2026-05-28T14:16:17.11Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/31/38c075963668f8b41c6914ee0f6f318727fbe30ab9145cb29e6df464c5fa/ruff-0.15.15-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:db5bd4d802415cca656dc1616070b725952d6ae95eb5d4831e49fbd94a38f75f", size = 10511117, upload-time = "2026-05-28T14:16:31.767Z" },
-    { url = "https://files.pythonhosted.org/packages/9d/96/6ff689e1f7e375d1d97075eca022f74c2bab59554a432fe4d2e6f091986a/ruff-0.15.15-py3-none-musllinux_1_2_i686.whl", hash = "sha256:587a6278ed42059191c1a466e490bd7930fb50bd2e255398bc29616c895a61cb", size = 10994867, upload-time = "2026-05-28T14:16:35.149Z" },
-    { url = "https://files.pythonhosted.org/packages/c3/c2/5dce0ab9f92a8d534fa62b9bf9caca3eddb8c1a81b616f5e195ada4f0d6e/ruff-0.15.15-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:df0c1c084f5f4be9812f61518a45c440d3c30d69ce4bf6c5270e66d38338f02a", size = 11482101, upload-time = "2026-05-28T14:16:49.598Z" },
-    { url = "https://files.pythonhosted.org/packages/b1/c0/1003b60edd697c649faf61f1a34094b1abb38fb3d1181e3f895781250a08/ruff-0.15.15-py3-none-win32.whl", hash = "sha256:29428ea79694afbe756d45fd59b36f22b6b020dc0443cf7de0173046236964b9", size = 10716774, upload-time = "2026-05-28T14:16:52.337Z" },
-    { url = "https://files.pythonhosted.org/packages/02/a8/1269eddd6945a06c23f055ef7848886e37cf9d6a8bebb386a3115f01470c/ruff-0.15.15-py3-none-win_amd64.whl", hash = "sha256:8df0323902e15e24bc4bf246da830573d3cf3352bd0b9a164eab335d111ff4a4", size = 11868463, upload-time = "2026-05-28T14:16:11.333Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/b2/920464c907b191e37469d477a1aa8bc048b8f36c4c1610dfa4ab87b39e18/ruff-0.15.15-py3-none-win_arm64.whl", hash = "sha256:3c8ceca6792f38196b8f589bc92eccd03eef286602da92e5dc05cc42ef6441b7", size = 11138498, upload-time = "2026-05-28T14:16:38.425Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/bd/694da69368e0973de65df2ddc73ab18d43c469d5963d9b150911de6bc513/ruff-0.16.1-py3-none-linux_armv6l.whl", hash = "sha256:58edb313b88f0c5460a26adf5f39a37a3be789494a15e3e411e35fa78b89f9a0", size = 10839126, upload-time = "2026-07-30T19:36:13.697Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/f0/b626e5d5bd0dd9576263658ef12885e2288afd1029a48e26ffed65ec1ac1/ruff-0.16.1-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:fde5a99e2f97479af66edd6622c6d5a2a7592c77cf4153d9e4428f5eeb55b60c", size = 11070253, upload-time = "2026-07-30T19:36:17.14Z" },
+    { url = "https://files.pythonhosted.org/packages/83/63/f40acfb6b35b88623e71684942b552c3edd96035f5d98f313815f7b277de/ruff-0.16.1-py3-none-macosx_11_0_arm64.whl", hash = "sha256:e0d4c20532fca4f7fa609369161d968dd28f65d83dabbd61d8e9c7edbf7001f6", size = 10561425, upload-time = "2026-07-30T19:36:20.04Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/dd/14ec0e9c2b4d315547dd38765004b4863e354e1b52cb308272215d9f6f6d/ruff-0.16.1-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:30affbcedf59ad5703d9c91f82266e02b47739f797e1a7b6e158e5526a6dae38", size = 10948879, upload-time = "2026-07-30T19:36:22.476Z" },
+    { url = "https://files.pythonhosted.org/packages/33/e9/9d870cbae575030fdef595f04b4b97573c525b5497cce4f4498cf2f85446/ruff-0.16.1-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:24e9c631573cbca9d20f1283f8f479b2afa4a8503504822bd71a293889f16743", size = 10643691, upload-time = "2026-07-30T19:36:24.914Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/09/12743d544e2173f53ecd27217c65f90d2bc0f8424a66a60339e56bbc0457/ruff-0.16.1-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b41bdd48fb420987a9b5212e4957c26ad4abce401fa9ea9d4d85843727945f4f", size = 11435354, upload-time = "2026-07-30T19:36:28.447Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/89/a1652b2daee52083c9554a6333b678a8b01d0400f976827bb87857f9449a/ruff-0.16.1-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b0d1e1393b7648079e13669de1c1f4fde06d4583e84d8fd5c1551e0a77a2aa75", size = 12259033, upload-time = "2026-07-30T19:36:31.326Z" },
+    { url = "https://files.pythonhosted.org/packages/16/96/ecdcb8c54ee7b123b487f807eb014e6e019155a0b81dfb669acd52f28ce3/ruff-0.16.1-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:07bf434b1c95f4e093be4532068ef4fcf00924eb2ade8796075980902d6fd54a", size = 11667981, upload-time = "2026-07-30T19:36:34.394Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/90/c52e12e0d862e9572f2a33aa227409143520abe53111e9a6babbac7b4af8/ruff-0.16.1-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:39897739f112253ee4fdd2e8aa9a4f9ded99fb2be367d5f31dfa4ded6025584c", size = 11468183, upload-time = "2026-07-30T19:36:37.339Z" },
+    { url = "https://files.pythonhosted.org/packages/2c/6b/4ffb7ad1d83eb16cf8cbb3c8815d3f11c88460fd162d4b372a2059be1c2a/ruff-0.16.1-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:82ae3c0c0d74daf17b968a10b7b3bb3ef297ab7de0c1f749646b25e690ccb150", size = 11470071, upload-time = "2026-07-30T19:36:39.91Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/72/32ae7db4c0b5e32ab611787caa19d1546800676d79f7483b7100a3561bf4/ruff-0.16.1-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:4d5f2ed10f8242d83fc08d521301089364e3375375705356f20c0e31606ef3ef", size = 10919503, upload-time = "2026-07-30T19:36:42.65Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/ca/3d901ba6ad6fc38da39c3448fc6c59ac945679293a17c3ceb6d6c1cba13e/ruff-0.16.1-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:a4665b309891f83f3e3c25447935f1213e9abbd4b5640af7a1f2def9f8d413c1", size = 10649861, upload-time = "2026-07-30T19:36:45.18Z" },
+    { url = "https://files.pythonhosted.org/packages/92/79/894ef1ced26552d5f8c9cf6d85b0687840e1128c55aeab7b9c2d54a0d880/ruff-0.16.1-py3-none-musllinux_1_2_i686.whl", hash = "sha256:26e9ca5c9bc3971f20d3cf18a957f52ffd6a5f6564ff15c4912a144dcac22494", size = 11148137, upload-time = "2026-07-30T19:36:47.936Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/69/3609a09fa1cb46cc28b762363e440a354204e5dff01bd0c8d7437874d6b9/ruff-0.16.1-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:67e1e1e3fa4f0c82f0e36d4cd61e661f6e7a6196cb1aa92fe0828fa7b8f257cd", size = 11559211, upload-time = "2026-07-30T19:36:50.448Z" },
+    { url = "https://files.pythonhosted.org/packages/fc/8a/fb22af2fd78a736e241fabf67e30ce1799a64244026377a49e133af90762/ruff-0.16.1-py3-none-win32.whl", hash = "sha256:d31765e131295b8445caf301e3e8a85b34d1b9b211b4109b7ba457888b051806", size = 10838258, upload-time = "2026-07-30T19:36:53.298Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/35/e57fd9fb5d423961df087a00b12d42c0a830288dc2f3b45ecca299158b4f/ruff-0.16.1-py3-none-win_amd64.whl", hash = "sha256:09b05e8b90c2cb06ad63464350e7a45e8e44a2dfe52072ebfba6666ca8d3f596", size = 11961111, upload-time = "2026-07-30T19:36:56.107Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/46/240ea004bf6dc4feb40e9832f2205a476a47dd5b8a3f8211a5fc5f95e20e/ruff-0.16.1-py3-none-win_arm64.whl", hash = "sha256:dbaadaac38c70239f056d306b7476f246b0bf000fa6b3876402acbf5b227eaf8", size = 11309414, upload-time = "2026-07-30T19:36:58.79Z" },
 ]

 [[package]]
@@ -3383,11 +3385,11 @@ wheels = [

 [[package]]
 name = "setuptools"
-version = "80.9.0"
+version = "83.0.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/18/5d/3bf57dcd21979b887f014ea83c24ae194cfcd12b9e0fda66b957c69d1fca/setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c", size = 1319958, upload-time = "2025-05-27T00:56:51.443Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/34/26/f5d29e25ffdb535afef2d35cdb55b325298f96debd670da4c325e08d70f4/setuptools-83.0.0.tar.gz", hash = "sha256:025bccbbf0fa05b6192bc64ae1e7b16e001fd6d6d4d5de03c97b1c1ade523bef", size = 1154254, upload-time = "2026-07-04T15:31:22.699Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/a3/dc/17031897dae0efacfea57dfd3a82fdd2a2aeb58e0ff71b77b87e44edc772/setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922", size = 1201486, upload-time = "2025-05-27T00:56:49.664Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/40/e1e72872c6354b306daef1703549e8e83b4d43cfea356311bf722a043752/setuptools-83.0.0-py3-none-any.whl", hash = "sha256:29b23c360f22f414dc7336bb39178cc7bcbf6021ed2733cde173f09dba19abb3", size = 1008090, upload-time = "2026-07-04T15:31:20.885Z" },
 ]

 [[package]]
@@ -3401,11 +3403,11 @@ wheels = [

 [[package]]
 name = "soupsieve"
-version = "2.8.1"
+version = "2.8.4"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/89/23/adf3796d740536d63a6fbda113d07e60c734b6ed5d3058d1e47fc0495e47/soupsieve-2.8.1.tar.gz", hash = "sha256:4cf733bc50fa805f5df4b8ef4740fc0e0fa6218cf3006269afd3f9d6d80fd350", size = 117856, upload-time = "2025-12-18T13:50:34.655Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/47/2c/0a5f6f8ee0d5589e48c7640213ed5175d52cf540a06725b628cc1a45d6ce/soupsieve-2.8.4.tar.gz", hash = "sha256:e121fd02e975c695e4e9e8774a5ee35d74714b59307868dcc5319ad2d9e3328e", size = 121110, upload-time = "2026-05-24T13:55:57.154Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/48/f3/b67d6ea49ca9154453b6d70b34ea22f3996b9fa55da105a79d8732227adc/soupsieve-2.8.1-py3-none-any.whl", hash = "sha256:a11fe2a6f3d76ab3cf2de04eb339c1be5b506a8a47f2ceb6d139803177f85434", size = 36710, upload-time = "2025-12-18T13:50:33.267Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/f5/0c41cb68dcae6b7de4fac4188a3a9589e21fb31df21ea3a2e888db95e6c9/soupsieve-2.8.4-py3-none-any.whl", hash = "sha256:e7e6b0769c8f51ed59acab6e994b00621096cfb1c640a7509295987388fbaf65", size = 37304, upload-time = "2026-05-24T13:55:55.406Z" },
 ]

 [[package]]
@@ -3472,14 +3474,14 @@ wheels = [

 [[package]]
 name = "syrupy"
-version = "5.3.1"
+version = "5.5.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "pytest" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/3d/34/bf26c59efb44a722c57377aa903f58ef370d068466ea013977b4f2df9f6f/syrupy-5.3.1.tar.gz", hash = "sha256:449fb2997176e4ccae0e852ce23748239e1a224b4797a63173da02d6df682340", size = 83987, upload-time = "2026-05-31T18:07:44.095Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e7/39/17dde9f0c76cc5abcdeef1b2243791bb850d498f784147b8e460dd23abe8/syrupy-5.5.3.tar.gz", hash = "sha256:fa21e4ae77c89ec5abfca513338d8a7eb916da6618ca0f8db301476e0768e57a", size = 91614, upload-time = "2026-07-11T15:54:31.46Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/d4/f4/753003ddb0d43247febecd5146391a59b80f77e462b2623396192180f4ee/syrupy-5.3.1-py3-none-any.whl", hash = "sha256:d755c2bb9b78692de1db5efa7b452ebff727df3a8290f740bda5c55a4ea5d7d5", size = 51985, upload-time = "2026-05-31T18:07:42.711Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/f9/617a194c1a4203279998e1859426cf2635042533a99a93d63d3ee1fb967e/syrupy-5.5.3-py3-none-any.whl", hash = "sha256:0b260a0c9dad55e1fb83818973dc36fbc1aea3fd5381592f442a986686c4171a", size = 54959, upload-time = "2026-07-11T15:54:29.836Z" },
 ]

 [[package]]
@@ -3608,39 +3610,39 @@ wheels = [

 [[package]]
 name = "ty"
-version = "0.0.43"
+version = "0.0.66"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0d/37/4ec04de0659b93be37d956dfceca13b1ecab9c959f28d8a1d5e514603f36/ty-0.0.43.tar.gz", hash = "sha256:ea4cff50548f2a1877e848d3abe9e293cde8ab94757a7eb93fc0d4013f98be8e", size = 5798429, upload-time = "2026-06-04T00:52:10.013Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/cd/58/4f6ab2a86589e422a3cf840bcf6114c565e4c39ddf4d0b7cd328af5b52b4/ty-0.0.66.tar.gz", hash = "sha256:24bddd4479ce445b51ac015410dd2d34af1cadd62a77f5b3cb269149ed83f9b5", size = 6520402, upload-time = "2026-08-04T01:09:47.714Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/db/74/1916026a78f20019a2f03adbd6fb4430ddb7ce1e52c2e17a90856a6d192e/ty-0.0.43-py3-none-linux_armv6l.whl", hash = "sha256:3bf70f5446480562bf6c9f639df4b5cb60716b8f8d1a6b8e5811d5c7eccd8bf2", size = 11598153, upload-time = "2026-06-04T00:52:20.646Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/af/58bb0089d2635216c8fa6612dd486a3f986d0ab1c46a41527ab95e57f0e3/ty-0.0.43-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:7184741f8b15425a1bc64b950ad005cb353573288ac0e8a04f5481ceb3832596", size = 11357811, upload-time = "2026-06-04T00:52:24.683Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/9c/32c6b14f3feddf87b59c7a50709e2b3da408258f2f583f05575f77bc8f7b/ty-0.0.43-py3-none-macosx_11_0_arm64.whl", hash = "sha256:8c306379ca9a35f6ae5270fe9bda7af4b46d91822725a2586d78c8b9b5493b62", size = 10772024, upload-time = "2026-06-04T00:52:14.312Z" },
-    { url = "https://files.pythonhosted.org/packages/09/fa/98aa4a74bd00cd5efc424923cd1daffbf1e40a0338041cafb203379d746f/ty-0.0.43-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d624b884c9c1fd244ad2a5f026364e7162a22b3f537025941ada2e363e676414", size = 11291034, upload-time = "2026-06-04T00:52:37.249Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/db/4de086c38ce96dcada2bd451f43171d2c237f96d8ed19a1ea8fe51bb8ef4/ty-0.0.43-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:281fc4c00fbc196045141faa085055bddc58846b04a2800204701415a1b9c6aa", size = 11364724, upload-time = "2026-06-04T00:52:33.138Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/d3/e3cd8e3233a6fd8362a49aa025b79e9f40151a2a86d811ace154c6eb7445/ty-0.0.43-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f57d6cc28de89024b48d1788e4758c05299d5749d4a51c02e71ac655ec23d9a5", size = 11890555, upload-time = "2026-06-04T00:52:22.711Z" },
-    { url = "https://files.pythonhosted.org/packages/80/7b/6f46d444e8241606bbde098df3dca93f2ec0b834a42055db85ee7d33646f/ty-0.0.43-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0a1d6ad6c5e7792c7eac0a01e550f2c2004462e01a64a91ea1636aba6fef6e71", size = 12450968, upload-time = "2026-06-04T00:52:28.94Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/e1/79fbe51f2e4b9d8347f2013cd7ed0b63f3b499038c02dc0357e9b28a3a47/ty-0.0.43-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:66d474395d7635fb618bdbb58b4e3360259a2056d0a5621b82754b9da2cd8a04", size = 12064187, upload-time = "2026-06-04T00:52:12.039Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/3f/c758a3a8df5b90d331f2b60c8f16021ee64d75e78f99d67cc4efc9bf5f4b/ty-0.0.43-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2663a0003a8b60fb98db7f6f6e673df80b21d0fe3a9868a26fb06b4e049b6fc4", size = 11943208, upload-time = "2026-06-04T00:52:31.14Z" },
-    { url = "https://files.pythonhosted.org/packages/54/5f/f516442749cf1b45ca6720a5d41df2738a486ed9ace774c03d515db89084/ty-0.0.43-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:d5a6c352d374d889189d5ec82b54b26a5885f769f7b7787f7f875500dcb8673e", size = 12143572, upload-time = "2026-06-04T00:52:18.457Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/bf/0d83c7f43bf4c10f3678bfe7d938e51c445298c7b923f155c5204730c2df/ty-0.0.43-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:e7dbbeedfad3ca250d74fcc355fa9ab6b38d2a17f22d6304f615716939dbbb27", size = 11279355, upload-time = "2026-06-04T00:52:26.726Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/de/a6c978bef6d9e949f79f4782d9e4ee4df0893713e73b055d84c1a5116b9a/ty-0.0.43-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:24b18a0273ee46154996cfcfa27438f851f440c925587ec200df6f98dffe67d3", size = 11408412, upload-time = "2026-06-04T00:52:35.282Z" },
-    { url = "https://files.pythonhosted.org/packages/ec/b1/d13857c23867f0f76b92e38e5841c64ca5e76dc5d4bf27f52cb81d8ab685/ty-0.0.43-py3-none-musllinux_1_2_i686.whl", hash = "sha256:2ef681951520d692b7e9c0b5e56aacf4f98ccae47cf6ffccaf2c7b6b33dc226e", size = 11541709, upload-time = "2026-06-04T00:52:16.451Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/f1/cd6afc6f6a687e238bf5e12189f7920e81a0bdef6c3dba4c784ef140f7d9/ty-0.0.43-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:2af105de7437143aa4676b28016b5bee661aaaa4eff52be5867fb25119641ceb", size = 12041266, upload-time = "2026-06-04T00:52:43.541Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/ba/51ca7c3335da2b8d0a3e477fa4986be9f4a53b05bfab862967d8d2e6ca60/ty-0.0.43-py3-none-win32.whl", hash = "sha256:e4773115b0d6486ee30f1657fc8bdffe7e3a3f5300ab77ef2495da6e83e4694f", size = 10858724, upload-time = "2026-06-04T00:52:07.843Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/29/5d80453e5f7c520145fa058851da87230dbd7ca761a7675447a9fe504e0b/ty-0.0.43-py3-none-win_amd64.whl", hash = "sha256:48d3545094a4ae6395492c7e6ac90550fce969e0ed2815fbf8c5da9756676b7d", size = 11976157, upload-time = "2026-06-04T00:52:41.438Z" },
-    { url = "https://files.pythonhosted.org/packages/dc/ed/befe5a543e5b95e754ed38ee95239e44efda9bc5f578db4ac1bc8dd758d6/ty-0.0.43-py3-none-win_arm64.whl", hash = "sha256:740ca33d7f75f655a4e7d475bc42dfb825c13219bb073fad30fcc04d35790c74", size = 11308680, upload-time = "2026-06-04T00:52:39.233Z" },
+    { url = "https://files.pythonhosted.org/packages/45/4d/bbc28310d6d887ef73e5800f062c4bf54caa35a1b47d70c7b03d0515ecf1/ty-0.0.66-py3-none-linux_armv6l.whl", hash = "sha256:8b46450438b54b732338e4d7a78a7d2f5e1a012a13d77d121aacaca20fb814e2", size = 12409743, upload-time = "2026-08-04T01:09:01.229Z" },
+    { url = "https://files.pythonhosted.org/packages/73/4e/c3d2eb2242fa0a2ef445ca2c7009dc9118e5b3dcb8b8a8bec70d58c8e4bc/ty-0.0.66-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:8e4adbe662bc3c62b52b83d46b07f703fdc3c123bb72601606c58be5ea017ed3", size = 12078362, upload-time = "2026-08-04T01:09:04.233Z" },
+    { url = "https://files.pythonhosted.org/packages/fa/ba/7a4b5e45d701a8de6b714dacf6ffca91b0411baaceaa781d494037623a18/ty-0.0.66-py3-none-macosx_11_0_arm64.whl", hash = "sha256:776814351735847eb934f9a3cbea21d2278ba14aa0fc099f683da11bc2d5c90a", size = 11583289, upload-time = "2026-08-04T01:09:06.973Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/4a/fbb1f71ee2999f981f8c4b3b139231e4bcff4ede0c3b37e858fd1334ed26/ty-0.0.66-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cca1da877f613965b954bfd22d495386e260ec767c5536c8022cca98a260ea5d", size = 12137274, upload-time = "2026-08-04T01:09:09.592Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/07/9e0662f6603a5ac171ae6b314396e677ead4b45695fc948efb0a4837051f/ty-0.0.66-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:aa523e777bc36c0fbf8ded5844096f46cbfc3712fe5a003351a94259b7e86cf4", size = 12207047, upload-time = "2026-08-04T01:09:12.533Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/cc/12e01bc2ea47fa7bf20fc6cdd3249d6a340be9be4edc52b1d77256245dd0/ty-0.0.66-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3f7993c1f95f80a4e44056e6aaf8e46e608d778db131ae5ce59262ab59358f9a", size = 12919304, upload-time = "2026-08-04T01:09:15.175Z" },
+    { url = "https://files.pythonhosted.org/packages/75/88/c6c0d3a8e71c9cdb560cc5c627a4bba6c47b5eec460b2f8c449b57c6d03a/ty-0.0.66-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f9b29354bcbac9f53b6952d8f46789bd81eeb9bdd7a68df7d26e654ca7498c3c", size = 13470963, upload-time = "2026-08-04T01:09:17.849Z" },
+    { url = "https://files.pythonhosted.org/packages/27/c2/2f8c18063412ad80e1b3f87afce7bd50982b4a048166607b67f80660a9fb/ty-0.0.66-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:fbf4e5325f7f584d9c346946e7c415b2e3cd3b8f1119d468082a90a6afd020ce", size = 13244773, upload-time = "2026-08-04T01:09:20.59Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/f6/fdae2b95831116dffc055ad53a99a8f21437263651047b3ad46def4950a3/ty-0.0.66-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7bd304363764bd723c22fb20b17035c345420fdf66fee856934b158ebde08a91", size = 12751343, upload-time = "2026-08-04T01:09:23.225Z" },
+    { url = "https://files.pythonhosted.org/packages/14/1e/7e75f0371d11463a256dc2bee98b0df401e0fa06021e200b8b601d21949d/ty-0.0.66-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:205d8589bd957ea9718d488b731b2fbdd0d1b1cefd37c79f52c0deb7cafddfef", size = 13068057, upload-time = "2026-08-04T01:09:26.052Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/84/f20f24518f6f0bea936e2e668ede250b9ce0774624559931599bd1f42772/ty-0.0.66-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:7304a1df54741a2343801354f41d7ad87974acb541ee3e93c26cb6a1a0b863af", size = 12082318, upload-time = "2026-08-04T01:09:28.877Z" },
+    { url = "https://files.pythonhosted.org/packages/08/20/70ca0eac2427d4a58a81a3a9426b20e46fb4a5a13aefc9edc2e5172e1243/ty-0.0.66-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:cf2c062863e5da0f588b0b120fec0da2e81c0913ee4cd07b50d77aa60ffd8deb", size = 12228978, upload-time = "2026-08-04T01:09:31.905Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/01/5a461ab34456d788248780830aed673c9e0e796f6e9dd92d3dbf02e04d7f/ty-0.0.66-py3-none-musllinux_1_2_i686.whl", hash = "sha256:a58d32c879d86428978332adf21e85009ec269314a23d330c3483c65b57aedc7", size = 12471917, upload-time = "2026-08-04T01:09:34.418Z" },
+    { url = "https://files.pythonhosted.org/packages/46/ed/f8eb5eff7c9ee644490c6d2626425935c097acc54871adf659ea70624a2c/ty-0.0.66-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:b2f810fa3516c977630d78dbe9161592b3c27029fa9bb81074366624d9b5e4b6", size = 12858086, upload-time = "2026-08-04T01:09:37.602Z" },
+    { url = "https://files.pythonhosted.org/packages/02/7f/8a78361f752274a550a7f6f07f127b246ece7d7fdde31121d22074e46eab/ty-0.0.66-py3-none-win32.whl", hash = "sha256:d28c3df565a387c1c5ea359aa452a46d19163616ef71be819058a424a62f1ae1", size = 11782494, upload-time = "2026-08-04T01:09:40.136Z" },
+    { url = "https://files.pythonhosted.org/packages/7d/e2/deed22b823ce309b8410d50414fd15afe9e90aee8b8ca04789ba55c21231/ty-0.0.66-py3-none-win_amd64.whl", hash = "sha256:e3a457f3312c078f24c47d0da6e4f73de34d0a77ed2de22571c066c80b2fd5e7", size = 12893338, upload-time = "2026-08-04T01:09:42.825Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/ce/6c828f42ef1ed39f53f57f9c0cdcdf03e23666fa7a29d799042a2c34bcb4/ty-0.0.66-py3-none-win_arm64.whl", hash = "sha256:2f62ae247b9c75674fcc060635f9f00210357da7681de59234d97b50fb9e9e94", size = 12227381, upload-time = "2026-08-04T01:09:45.365Z" },
 ]

 [[package]]
 name = "types-requests"
-version = "2.33.0.20260518"
+version = "2.33.0.20260712"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e0/01/c5a19253fe1ac159159ddf9a3a07cec8bb5e486ec4d9002ad2821da0e5d2/types_requests-2.33.0.20260518.tar.gz", hash = "sha256:df7bd3bfe0ca8402dfb841e7d9be714bb5578203283d66d7dc4ef69343449a5e", size = 24752, upload-time = "2026-05-18T06:07:37.966Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/db/51/703318f7b7be8bee126ec13bf615050f932d0179b8784420f3a0199cc769/types_requests-2.33.0.20260712.tar.gz", hash = "sha256:2141b67ab534a5c5cd2dac5034f2a35f42e699c5bf185eee608c5246a069d7fb", size = 25084, upload-time = "2026-07-12T05:14:20.455Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1c/bc/b139710a3b6018f7fb2b9508b35c8af564e61bf2bf4fa619d088f3e16f85/types_requests-2.33.0.20260518-py3-none-any.whl", hash = "sha256:626d697d1adaaff76e2044dc8c5c051d8f21abc157bdfe204a75558076fe0bf0", size = 21391, upload-time = "2026-05-18T06:07:37.044Z" },
+    { url = "https://files.pythonhosted.org/packages/62/e7/010c87f559e216d83f9dc51e939633fd0d0ead3377340181ab0e223cd3b5/types_requests-2.33.0.20260712-py3-none-any.whl", hash = "sha256:de027e28c171d3da529689cbfa023b0b4eab188c8dfa22fd834eebd2cee6e7bb", size = 21392, upload-time = "2026-07-12T05:14:19.616Z" },
 ]

 [[package]]
@@ -3950,61 +3952,70 @@ wheels = [

 [[package]]
 name = "websockets"
-version = "15.0.1"
+version = "16.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/21/e6/26d09fab466b7ca9c7737474c52be4f76a40301b08362eb2dbc19dcc16c1/websockets-15.0.1.tar.gz", hash = "sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee", size = 177016, upload-time = "2025-03-05T20:03:41.606Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/04/24/4b2031d72e840ce4c1ccb255f693b15c334757fc50023e4db9537080b8c4/websockets-16.0.tar.gz", hash = "sha256:5f6261a5e56e8d5c42a4497b364ea24d94d9563e8fbd44e78ac40879c60179b5", size = 179346, upload-time = "2026-01-10T09:23:47.181Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/1e/da/6462a9f510c0c49837bbc9345aca92d767a56c1fb2939e1579df1e1cdcf7/websockets-15.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b", size = 175423, upload-time = "2025-03-05T20:01:35.363Z" },
-    { url = "https://files.pythonhosted.org/packages/1c/9f/9d11c1a4eb046a9e106483b9ff69bce7ac880443f00e5ce64261b47b07e7/websockets-15.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205", size = 173080, upload-time = "2025-03-05T20:01:37.304Z" },
-    { url = "https://files.pythonhosted.org/packages/d5/4f/b462242432d93ea45f297b6179c7333dd0402b855a912a04e7fc61c0d71f/websockets-15.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5756779642579d902eed757b21b0164cd6fe338506a8083eb58af5c372e39d9a", size = 173329, upload-time = "2025-03-05T20:01:39.668Z" },
-    { url = "https://files.pythonhosted.org/packages/6e/0c/6afa1f4644d7ed50284ac59cc70ef8abd44ccf7d45850d989ea7310538d0/websockets-15.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fdfe3e2a29e4db3659dbd5bbf04560cea53dd9610273917799f1cde46aa725e", size = 182312, upload-time = "2025-03-05T20:01:41.815Z" },
-    { url = "https://files.pythonhosted.org/packages/dd/d4/ffc8bd1350b229ca7a4db2a3e1c482cf87cea1baccd0ef3e72bc720caeec/websockets-15.0.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4c2529b320eb9e35af0fa3016c187dffb84a3ecc572bcee7c3ce302bfeba52bf", size = 181319, upload-time = "2025-03-05T20:01:43.967Z" },
-    { url = "https://files.pythonhosted.org/packages/97/3a/5323a6bb94917af13bbb34009fac01e55c51dfde354f63692bf2533ffbc2/websockets-15.0.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac1e5c9054fe23226fb11e05a6e630837f074174c4c2f0fe442996112a6de4fb", size = 181631, upload-time = "2025-03-05T20:01:46.104Z" },
-    { url = "https://files.pythonhosted.org/packages/a6/cc/1aeb0f7cee59ef065724041bb7ed667b6ab1eeffe5141696cccec2687b66/websockets-15.0.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:5df592cd503496351d6dc14f7cdad49f268d8e618f80dce0cd5a36b93c3fc08d", size = 182016, upload-time = "2025-03-05T20:01:47.603Z" },
-    { url = "https://files.pythonhosted.org/packages/79/f9/c86f8f7af208e4161a7f7e02774e9d0a81c632ae76db2ff22549e1718a51/websockets-15.0.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:0a34631031a8f05657e8e90903e656959234f3a04552259458aac0b0f9ae6fd9", size = 181426, upload-time = "2025-03-05T20:01:48.949Z" },
-    { url = "https://files.pythonhosted.org/packages/c7/b9/828b0bc6753db905b91df6ae477c0b14a141090df64fb17f8a9d7e3516cf/websockets-15.0.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:3d00075aa65772e7ce9e990cab3ff1de702aa09be3940d1dc88d5abf1ab8a09c", size = 181360, upload-time = "2025-03-05T20:01:50.938Z" },
-    { url = "https://files.pythonhosted.org/packages/89/fb/250f5533ec468ba6327055b7d98b9df056fb1ce623b8b6aaafb30b55d02e/websockets-15.0.1-cp310-cp310-win32.whl", hash = "sha256:1234d4ef35db82f5446dca8e35a7da7964d02c127b095e172e54397fb6a6c256", size = 176388, upload-time = "2025-03-05T20:01:52.213Z" },
-    { url = "https://files.pythonhosted.org/packages/1c/46/aca7082012768bb98e5608f01658ff3ac8437e563eca41cf068bd5849a5e/websockets-15.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:39c1fec2c11dc8d89bba6b2bf1556af381611a173ac2b511cf7231622058af41", size = 176830, upload-time = "2025-03-05T20:01:53.922Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/32/18fcd5919c293a398db67443acd33fde142f283853076049824fc58e6f75/websockets-15.0.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:823c248b690b2fd9303ba00c4f66cd5e2d8c3ba4aa968b2779be9532a4dad431", size = 175423, upload-time = "2025-03-05T20:01:56.276Z" },
-    { url = "https://files.pythonhosted.org/packages/76/70/ba1ad96b07869275ef42e2ce21f07a5b0148936688c2baf7e4a1f60d5058/websockets-15.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678999709e68425ae2593acf2e3ebcbcf2e69885a5ee78f9eb80e6e371f1bf57", size = 173082, upload-time = "2025-03-05T20:01:57.563Z" },
-    { url = "https://files.pythonhosted.org/packages/86/f2/10b55821dd40eb696ce4704a87d57774696f9451108cff0d2824c97e0f97/websockets-15.0.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d50fd1ee42388dcfb2b3676132c78116490976f1300da28eb629272d5d93e905", size = 173330, upload-time = "2025-03-05T20:01:59.063Z" },
-    { url = "https://files.pythonhosted.org/packages/a5/90/1c37ae8b8a113d3daf1065222b6af61cc44102da95388ac0018fcb7d93d9/websockets-15.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d99e5546bf73dbad5bf3547174cd6cb8ba7273062a23808ffea025ecb1cf8562", size = 182878, upload-time = "2025-03-05T20:02:00.305Z" },
-    { url = "https://files.pythonhosted.org/packages/8e/8d/96e8e288b2a41dffafb78e8904ea7367ee4f891dafc2ab8d87e2124cb3d3/websockets-15.0.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:66dd88c918e3287efc22409d426c8f729688d89a0c587c88971a0faa2c2f3792", size = 181883, upload-time = "2025-03-05T20:02:03.148Z" },
-    { url = "https://files.pythonhosted.org/packages/93/1f/5d6dbf551766308f6f50f8baf8e9860be6182911e8106da7a7f73785f4c4/websockets-15.0.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8dd8327c795b3e3f219760fa603dcae1dcc148172290a8ab15158cf85a953413", size = 182252, upload-time = "2025-03-05T20:02:05.29Z" },
-    { url = "https://files.pythonhosted.org/packages/d4/78/2d4fed9123e6620cbf1706c0de8a1632e1a28e7774d94346d7de1bba2ca3/websockets-15.0.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8fdc51055e6ff4adeb88d58a11042ec9a5eae317a0a53d12c062c8a8865909e8", size = 182521, upload-time = "2025-03-05T20:02:07.458Z" },
-    { url = "https://files.pythonhosted.org/packages/e7/3b/66d4c1b444dd1a9823c4a81f50231b921bab54eee2f69e70319b4e21f1ca/websockets-15.0.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:693f0192126df6c2327cce3baa7c06f2a117575e32ab2308f7f8216c29d9e2e3", size = 181958, upload-time = "2025-03-05T20:02:09.842Z" },
-    { url = "https://files.pythonhosted.org/packages/08/ff/e9eed2ee5fed6f76fdd6032ca5cd38c57ca9661430bb3d5fb2872dc8703c/websockets-15.0.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:54479983bd5fb469c38f2f5c7e3a24f9a4e70594cd68cd1fa6b9340dadaff7cf", size = 181918, upload-time = "2025-03-05T20:02:11.968Z" },
-    { url = "https://files.pythonhosted.org/packages/d8/75/994634a49b7e12532be6a42103597b71098fd25900f7437d6055ed39930a/websockets-15.0.1-cp311-cp311-win32.whl", hash = "sha256:16b6c1b3e57799b9d38427dda63edcbe4926352c47cf88588c0be4ace18dac85", size = 176388, upload-time = "2025-03-05T20:02:13.32Z" },
-    { url = "https://files.pythonhosted.org/packages/98/93/e36c73f78400a65f5e236cd376713c34182e6663f6889cd45a4a04d8f203/websockets-15.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:27ccee0071a0e75d22cb35849b1db43f2ecd3e161041ac1ee9d2352ddf72f065", size = 176828, upload-time = "2025-03-05T20:02:14.585Z" },
-    { url = "https://files.pythonhosted.org/packages/51/6b/4545a0d843594f5d0771e86463606a3988b5a09ca5123136f8a76580dd63/websockets-15.0.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:3e90baa811a5d73f3ca0bcbf32064d663ed81318ab225ee4f427ad4e26e5aff3", size = 175437, upload-time = "2025-03-05T20:02:16.706Z" },
-    { url = "https://files.pythonhosted.org/packages/f4/71/809a0f5f6a06522af902e0f2ea2757f71ead94610010cf570ab5c98e99ed/websockets-15.0.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:592f1a9fe869c778694f0aa806ba0374e97648ab57936f092fd9d87f8bc03665", size = 173096, upload-time = "2025-03-05T20:02:18.832Z" },
-    { url = "https://files.pythonhosted.org/packages/3d/69/1a681dd6f02180916f116894181eab8b2e25b31e484c5d0eae637ec01f7c/websockets-15.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:0701bc3cfcb9164d04a14b149fd74be7347a530ad3bbf15ab2c678a2cd3dd9a2", size = 173332, upload-time = "2025-03-05T20:02:20.187Z" },
-    { url = "https://files.pythonhosted.org/packages/a6/02/0073b3952f5bce97eafbb35757f8d0d54812b6174ed8dd952aa08429bcc3/websockets-15.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8b56bdcdb4505c8078cb6c7157d9811a85790f2f2b3632c7d1462ab5783d215", size = 183152, upload-time = "2025-03-05T20:02:22.286Z" },
-    { url = "https://files.pythonhosted.org/packages/74/45/c205c8480eafd114b428284840da0b1be9ffd0e4f87338dc95dc6ff961a1/websockets-15.0.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0af68c55afbd5f07986df82831c7bff04846928ea8d1fd7f30052638788bc9b5", size = 182096, upload-time = "2025-03-05T20:02:24.368Z" },
-    { url = "https://files.pythonhosted.org/packages/14/8f/aa61f528fba38578ec553c145857a181384c72b98156f858ca5c8e82d9d3/websockets-15.0.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:64dee438fed052b52e4f98f76c5790513235efaa1ef7f3f2192c392cd7c91b65", size = 182523, upload-time = "2025-03-05T20:02:25.669Z" },
-    { url = "https://files.pythonhosted.org/packages/ec/6d/0267396610add5bc0d0d3e77f546d4cd287200804fe02323797de77dbce9/websockets-15.0.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d5f6b181bb38171a8ad1d6aa58a67a6aa9d4b38d0f8c5f496b9e42561dfc62fe", size = 182790, upload-time = "2025-03-05T20:02:26.99Z" },
-    { url = "https://files.pythonhosted.org/packages/02/05/c68c5adbf679cf610ae2f74a9b871ae84564462955d991178f95a1ddb7dd/websockets-15.0.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:5d54b09eba2bada6011aea5375542a157637b91029687eb4fdb2dab11059c1b4", size = 182165, upload-time = "2025-03-05T20:02:30.291Z" },
-    { url = "https://files.pythonhosted.org/packages/29/93/bb672df7b2f5faac89761cb5fa34f5cec45a4026c383a4b5761c6cea5c16/websockets-15.0.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3be571a8b5afed347da347bfcf27ba12b069d9d7f42cb8c7028b5e98bbb12597", size = 182160, upload-time = "2025-03-05T20:02:31.634Z" },
-    { url = "https://files.pythonhosted.org/packages/ff/83/de1f7709376dc3ca9b7eeb4b9a07b4526b14876b6d372a4dc62312bebee0/websockets-15.0.1-cp312-cp312-win32.whl", hash = "sha256:c338ffa0520bdb12fbc527265235639fb76e7bc7faafbb93f6ba80d9c06578a9", size = 176395, upload-time = "2025-03-05T20:02:33.017Z" },
-    { url = "https://files.pythonhosted.org/packages/7d/71/abf2ebc3bbfa40f391ce1428c7168fb20582d0ff57019b69ea20fa698043/websockets-15.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:fcd5cf9e305d7b8338754470cf69cf81f420459dbae8a3b40cee57417f4614a7", size = 176841, upload-time = "2025-03-05T20:02:34.498Z" },
-    { url = "https://files.pythonhosted.org/packages/cb/9f/51f0cf64471a9d2b4d0fc6c534f323b664e7095640c34562f5182e5a7195/websockets-15.0.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:ee443ef070bb3b6ed74514f5efaa37a252af57c90eb33b956d35c8e9c10a1931", size = 175440, upload-time = "2025-03-05T20:02:36.695Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/05/aa116ec9943c718905997412c5989f7ed671bc0188ee2ba89520e8765d7b/websockets-15.0.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:5a939de6b7b4e18ca683218320fc67ea886038265fd1ed30173f5ce3f8e85675", size = 173098, upload-time = "2025-03-05T20:02:37.985Z" },
-    { url = "https://files.pythonhosted.org/packages/ff/0b/33cef55ff24f2d92924923c99926dcce78e7bd922d649467f0eda8368923/websockets-15.0.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:746ee8dba912cd6fc889a8147168991d50ed70447bf18bcda7039f7d2e3d9151", size = 173329, upload-time = "2025-03-05T20:02:39.298Z" },
-    { url = "https://files.pythonhosted.org/packages/31/1d/063b25dcc01faa8fada1469bdf769de3768b7044eac9d41f734fd7b6ad6d/websockets-15.0.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:595b6c3969023ecf9041b2936ac3827e4623bfa3ccf007575f04c5a6aa318c22", size = 183111, upload-time = "2025-03-05T20:02:40.595Z" },
-    { url = "https://files.pythonhosted.org/packages/93/53/9a87ee494a51bf63e4ec9241c1ccc4f7c2f45fff85d5bde2ff74fcb68b9e/websockets-15.0.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3c714d2fc58b5ca3e285461a4cc0c9a66bd0e24c5da9911e30158286c9b5be7f", size = 182054, upload-time = "2025-03-05T20:02:41.926Z" },
-    { url = "https://files.pythonhosted.org/packages/ff/b2/83a6ddf56cdcbad4e3d841fcc55d6ba7d19aeb89c50f24dd7e859ec0805f/websockets-15.0.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f3c1e2ab208db911594ae5b4f79addeb3501604a165019dd221c0bdcabe4db8", size = 182496, upload-time = "2025-03-05T20:02:43.304Z" },
-    { url = "https://files.pythonhosted.org/packages/98/41/e7038944ed0abf34c45aa4635ba28136f06052e08fc2168520bb8b25149f/websockets-15.0.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:229cf1d3ca6c1804400b0a9790dc66528e08a6a1feec0d5040e8b9eb14422375", size = 182829, upload-time = "2025-03-05T20:02:48.812Z" },
-    { url = "https://files.pythonhosted.org/packages/e0/17/de15b6158680c7623c6ef0db361da965ab25d813ae54fcfeae2e5b9ef910/websockets-15.0.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:756c56e867a90fb00177d530dca4b097dd753cde348448a1012ed6c5131f8b7d", size = 182217, upload-time = "2025-03-05T20:02:50.14Z" },
-    { url = "https://files.pythonhosted.org/packages/33/2b/1f168cb6041853eef0362fb9554c3824367c5560cbdaad89ac40f8c2edfc/websockets-15.0.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:558d023b3df0bffe50a04e710bc87742de35060580a293c2a984299ed83bc4e4", size = 182195, upload-time = "2025-03-05T20:02:51.561Z" },
-    { url = "https://files.pythonhosted.org/packages/86/eb/20b6cdf273913d0ad05a6a14aed4b9a85591c18a987a3d47f20fa13dcc47/websockets-15.0.1-cp313-cp313-win32.whl", hash = "sha256:ba9e56e8ceeeedb2e080147ba85ffcd5cd0711b89576b83784d8605a7df455fa", size = 176393, upload-time = "2025-03-05T20:02:53.814Z" },
-    { url = "https://files.pythonhosted.org/packages/1b/6c/c65773d6cab416a64d191d6ee8a8b1c68a09970ea6909d16965d26bfed1e/websockets-15.0.1-cp313-cp313-win_amd64.whl", hash = "sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561", size = 176837, upload-time = "2025-03-05T20:02:55.237Z" },
-    { url = "https://files.pythonhosted.org/packages/02/9e/d40f779fa16f74d3468357197af8d6ad07e7c5a27ea1ca74ceb38986f77a/websockets-15.0.1-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0c9e74d766f2818bb95f84c25be4dea09841ac0f734d1966f415e4edfc4ef1c3", size = 173109, upload-time = "2025-03-05T20:03:17.769Z" },
-    { url = "https://files.pythonhosted.org/packages/bc/cd/5b887b8585a593073fd92f7c23ecd3985cd2c3175025a91b0d69b0551372/websockets-15.0.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:1009ee0c7739c08a0cd59de430d6de452a55e42d6b522de7aa15e6f67db0b8e1", size = 173343, upload-time = "2025-03-05T20:03:19.094Z" },
-    { url = "https://files.pythonhosted.org/packages/fe/ae/d34f7556890341e900a95acf4886833646306269f899d58ad62f588bf410/websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76d1f20b1c7a2fa82367e04982e708723ba0e7b8d43aa643d3dcd404d74f1475", size = 174599, upload-time = "2025-03-05T20:03:21.1Z" },
-    { url = "https://files.pythonhosted.org/packages/71/e6/5fd43993a87db364ec60fc1d608273a1a465c0caba69176dd160e197ce42/websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f29d80eb9a9263b8d109135351caf568cc3f80b9928bccde535c235de55c22d9", size = 174207, upload-time = "2025-03-05T20:03:23.221Z" },
-    { url = "https://files.pythonhosted.org/packages/2b/fb/c492d6daa5ec067c2988ac80c61359ace5c4c674c532985ac5a123436cec/websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b359ed09954d7c18bbc1680f380c7301f92c60bf924171629c5db97febb12f04", size = 174155, upload-time = "2025-03-05T20:03:25.321Z" },
-    { url = "https://files.pythonhosted.org/packages/68/a1/dcb68430b1d00b698ae7a7e0194433bce4f07ded185f0ee5fb21e2a2e91e/websockets-15.0.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:cad21560da69f4ce7658ca2cb83138fb4cf695a2ba3e475e0559e05991aa8122", size = 176884, upload-time = "2025-03-05T20:03:27.934Z" },
-    { url = "https://files.pythonhosted.org/packages/fa/a8/5b41e0da817d64113292ab1f8247140aac61cbf6cfd085d6a0fa77f4984f/websockets-15.0.1-py3-none-any.whl", hash = "sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f", size = 169743, upload-time = "2025-03-05T20:03:39.41Z" },
+    { url = "https://files.pythonhosted.org/packages/20/74/221f58decd852f4b59cc3354cccaf87e8ef695fede361d03dc9a7396573b/websockets-16.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:04cdd5d2d1dacbad0a7bf36ccbcd3ccd5a30ee188f2560b7a62a30d14107b31a", size = 177343, upload-time = "2026-01-10T09:22:21.28Z" },
+    { url = "https://files.pythonhosted.org/packages/19/0f/22ef6107ee52ab7f0b710d55d36f5a5d3ef19e8a205541a6d7ffa7994e5a/websockets-16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:8ff32bb86522a9e5e31439a58addbb0166f0204d64066fb955265c4e214160f0", size = 175021, upload-time = "2026-01-10T09:22:22.696Z" },
+    { url = "https://files.pythonhosted.org/packages/10/40/904a4cb30d9b61c0e278899bf36342e9b0208eb3c470324a9ecbaac2a30f/websockets-16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:583b7c42688636f930688d712885cf1531326ee05effd982028212ccc13e5957", size = 175320, upload-time = "2026-01-10T09:22:23.94Z" },
+    { url = "https://files.pythonhosted.org/packages/9d/2f/4b3ca7e106bc608744b1cdae041e005e446124bebb037b18799c2d356864/websockets-16.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:7d837379b647c0c4c2355c2499723f82f1635fd2c26510e1f587d89bc2199e72", size = 183815, upload-time = "2026-01-10T09:22:25.469Z" },
+    { url = "https://files.pythonhosted.org/packages/86/26/d40eaa2a46d4302becec8d15b0fc5e45bdde05191e7628405a19cf491ccd/websockets-16.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:df57afc692e517a85e65b72e165356ed1df12386ecb879ad5693be08fac65dde", size = 185054, upload-time = "2026-01-10T09:22:27.101Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/ba/6500a0efc94f7373ee8fefa8c271acdfd4dca8bd49a90d4be7ccabfc397e/websockets-16.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:2b9f1e0d69bc60a4a87349d50c09a037a2607918746f07de04df9e43252c77a3", size = 184565, upload-time = "2026-01-10T09:22:28.293Z" },
+    { url = "https://files.pythonhosted.org/packages/04/b4/96bf2cee7c8d8102389374a2616200574f5f01128d1082f44102140344cc/websockets-16.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:335c23addf3d5e6a8633f9f8eda77efad001671e80b95c491dd0924587ece0b3", size = 183848, upload-time = "2026-01-10T09:22:30.394Z" },
+    { url = "https://files.pythonhosted.org/packages/02/8e/81f40fb00fd125357814e8c3025738fc4ffc3da4b6b4a4472a82ba304b41/websockets-16.0-cp310-cp310-win32.whl", hash = "sha256:37b31c1623c6605e4c00d466c9d633f9b812ea430c11c8a278774a1fde1acfa9", size = 178249, upload-time = "2026-01-10T09:22:32.083Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/5f/7e40efe8df57db9b91c88a43690ac66f7b7aa73a11aa6a66b927e44f26fa/websockets-16.0-cp310-cp310-win_amd64.whl", hash = "sha256:8e1dab317b6e77424356e11e99a432b7cb2f3ec8c5ab4dabbcee6add48f72b35", size = 178685, upload-time = "2026-01-10T09:22:33.345Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/db/de907251b4ff46ae804ad0409809504153b3f30984daf82a1d84a9875830/websockets-16.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:31a52addea25187bde0797a97d6fc3d2f92b6f72a9370792d65a6e84615ac8a8", size = 177340, upload-time = "2026-01-10T09:22:34.539Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/fa/abe89019d8d8815c8781e90d697dec52523fb8ebe308bf11664e8de1877e/websockets-16.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:417b28978cdccab24f46400586d128366313e8a96312e4b9362a4af504f3bbad", size = 175022, upload-time = "2026-01-10T09:22:36.332Z" },
+    { url = "https://files.pythonhosted.org/packages/58/5d/88ea17ed1ded2079358b40d31d48abe90a73c9e5819dbcde1606e991e2ad/websockets-16.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:af80d74d4edfa3cb9ed973a0a5ba2b2a549371f8a741e0800cb07becdd20f23d", size = 175319, upload-time = "2026-01-10T09:22:37.602Z" },
+    { url = "https://files.pythonhosted.org/packages/d2/ae/0ee92b33087a33632f37a635e11e1d99d429d3d323329675a6022312aac2/websockets-16.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:08d7af67b64d29823fed316505a89b86705f2b7981c07848fb5e3ea3020c1abe", size = 184631, upload-time = "2026-01-10T09:22:38.789Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/c5/27178df583b6c5b31b29f526ba2da5e2f864ecc79c99dae630a85d68c304/websockets-16.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7be95cfb0a4dae143eaed2bcba8ac23f4892d8971311f1b06f3c6b78952ee70b", size = 185870, upload-time = "2026-01-10T09:22:39.893Z" },
+    { url = "https://files.pythonhosted.org/packages/87/05/536652aa84ddc1c018dbb7e2c4cbcd0db884580bf8e95aece7593fde526f/websockets-16.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d6297ce39ce5c2e6feb13c1a996a2ded3b6832155fcfc920265c76f24c7cceb5", size = 185361, upload-time = "2026-01-10T09:22:41.016Z" },
+    { url = "https://files.pythonhosted.org/packages/6d/e2/d5332c90da12b1e01f06fb1b85c50cfc489783076547415bf9f0a659ec19/websockets-16.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1c1b30e4f497b0b354057f3467f56244c603a79c0d1dafce1d16c283c25f6e64", size = 184615, upload-time = "2026-01-10T09:22:42.442Z" },
+    { url = "https://files.pythonhosted.org/packages/77/fb/d3f9576691cae9253b51555f841bc6600bf0a983a461c79500ace5a5b364/websockets-16.0-cp311-cp311-win32.whl", hash = "sha256:5f451484aeb5cafee1ccf789b1b66f535409d038c56966d6101740c1614b86c6", size = 178246, upload-time = "2026-01-10T09:22:43.654Z" },
+    { url = "https://files.pythonhosted.org/packages/54/67/eaff76b3dbaf18dcddabc3b8c1dba50b483761cccff67793897945b37408/websockets-16.0-cp311-cp311-win_amd64.whl", hash = "sha256:8d7f0659570eefb578dacde98e24fb60af35350193e4f56e11190787bee77dac", size = 178684, upload-time = "2026-01-10T09:22:44.941Z" },
+    { url = "https://files.pythonhosted.org/packages/84/7b/bac442e6b96c9d25092695578dda82403c77936104b5682307bd4deb1ad4/websockets-16.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:71c989cbf3254fbd5e84d3bff31e4da39c43f884e64f2551d14bb3c186230f00", size = 177365, upload-time = "2026-01-10T09:22:46.787Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/fe/136ccece61bd690d9c1f715baaeefd953bb2360134de73519d5df19d29ca/websockets-16.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8b6e209ffee39ff1b6d0fa7bfef6de950c60dfb91b8fcead17da4ee539121a79", size = 175038, upload-time = "2026-01-10T09:22:47.999Z" },
+    { url = "https://files.pythonhosted.org/packages/40/1e/9771421ac2286eaab95b8575b0cb701ae3663abf8b5e1f64f1fd90d0a673/websockets-16.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:86890e837d61574c92a97496d590968b23c2ef0aeb8a9bc9421d174cd378ae39", size = 175328, upload-time = "2026-01-10T09:22:49.809Z" },
+    { url = "https://files.pythonhosted.org/packages/18/29/71729b4671f21e1eaa5d6573031ab810ad2936c8175f03f97f3ff164c802/websockets-16.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:9b5aca38b67492ef518a8ab76851862488a478602229112c4b0d58d63a7a4d5c", size = 184915, upload-time = "2026-01-10T09:22:51.071Z" },
+    { url = "https://files.pythonhosted.org/packages/97/bb/21c36b7dbbafc85d2d480cd65df02a1dc93bf76d97147605a8e27ff9409d/websockets-16.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e0334872c0a37b606418ac52f6ab9cfd17317ac26365f7f65e203e2d0d0d359f", size = 186152, upload-time = "2026-01-10T09:22:52.224Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/34/9bf8df0c0cf88fa7bfe36678dc7b02970c9a7d5e065a3099292db87b1be2/websockets-16.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a0b31e0b424cc6b5a04b8838bbaec1688834b2383256688cf47eb97412531da1", size = 185583, upload-time = "2026-01-10T09:22:53.443Z" },
+    { url = "https://files.pythonhosted.org/packages/47/88/4dd516068e1a3d6ab3c7c183288404cd424a9a02d585efbac226cb61ff2d/websockets-16.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:485c49116d0af10ac698623c513c1cc01c9446c058a4e61e3bf6c19dff7335a2", size = 184880, upload-time = "2026-01-10T09:22:55.033Z" },
+    { url = "https://files.pythonhosted.org/packages/91/d6/7d4553ad4bf1c0421e1ebd4b18de5d9098383b5caa1d937b63df8d04b565/websockets-16.0-cp312-cp312-win32.whl", hash = "sha256:eaded469f5e5b7294e2bdca0ab06becb6756ea86894a47806456089298813c89", size = 178261, upload-time = "2026-01-10T09:22:56.251Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/f0/f3a17365441ed1c27f850a80b2bc680a0fa9505d733fe152fdf5e98c1c0b/websockets-16.0-cp312-cp312-win_amd64.whl", hash = "sha256:5569417dc80977fc8c2d43a86f78e0a5a22fee17565d78621b6bb264a115d4ea", size = 178693, upload-time = "2026-01-10T09:22:57.478Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/9c/baa8456050d1c1b08dd0ec7346026668cbc6f145ab4e314d707bb845bf0d/websockets-16.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:878b336ac47938b474c8f982ac2f7266a540adc3fa4ad74ae96fea9823a02cc9", size = 177364, upload-time = "2026-01-10T09:22:59.333Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/0c/8811fc53e9bcff68fe7de2bcbe75116a8d959ac699a3200f4847a8925210/websockets-16.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:52a0fec0e6c8d9a784c2c78276a48a2bdf099e4ccc2a4cad53b27718dbfd0230", size = 175039, upload-time = "2026-01-10T09:23:01.171Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/82/39a5f910cb99ec0b59e482971238c845af9220d3ab9fa76dd9162cda9d62/websockets-16.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e6578ed5b6981005df1860a56e3617f14a6c307e6a71b4fff8c48fdc50f3ed2c", size = 175323, upload-time = "2026-01-10T09:23:02.341Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/28/0a25ee5342eb5d5f297d992a77e56892ecb65e7854c7898fb7d35e9b33bd/websockets-16.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:95724e638f0f9c350bb1c2b0a7ad0e83d9cc0c9259f3ea94e40d7b02a2179ae5", size = 184975, upload-time = "2026-01-10T09:23:03.756Z" },
+    { url = "https://files.pythonhosted.org/packages/f9/66/27ea52741752f5107c2e41fda05e8395a682a1e11c4e592a809a90c6a506/websockets-16.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c0204dc62a89dc9d50d682412c10b3542d748260d743500a85c13cd1ee4bde82", size = 186203, upload-time = "2026-01-10T09:23:05.01Z" },
+    { url = "https://files.pythonhosted.org/packages/37/e5/8e32857371406a757816a2b471939d51c463509be73fa538216ea52b792a/websockets-16.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:52ac480f44d32970d66763115edea932f1c5b1312de36df06d6b219f6741eed8", size = 185653, upload-time = "2026-01-10T09:23:06.301Z" },
+    { url = "https://files.pythonhosted.org/packages/9b/67/f926bac29882894669368dc73f4da900fcdf47955d0a0185d60103df5737/websockets-16.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6e5a82b677f8f6f59e8dfc34ec06ca6b5b48bc4fcda346acd093694cc2c24d8f", size = 184920, upload-time = "2026-01-10T09:23:07.492Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/a1/3d6ccdcd125b0a42a311bcd15a7f705d688f73b2a22d8cf1c0875d35d34a/websockets-16.0-cp313-cp313-win32.whl", hash = "sha256:abf050a199613f64c886ea10f38b47770a65154dc37181bfaff70c160f45315a", size = 178255, upload-time = "2026-01-10T09:23:09.245Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/ae/90366304d7c2ce80f9b826096a9e9048b4bb760e44d3b873bb272cba696b/websockets-16.0-cp313-cp313-win_amd64.whl", hash = "sha256:3425ac5cf448801335d6fdc7ae1eb22072055417a96cc6b31b3861f455fbc156", size = 178689, upload-time = "2026-01-10T09:23:10.483Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/1d/e88022630271f5bd349ed82417136281931e558d628dd52c4d8621b4a0b2/websockets-16.0-cp314-cp314-macosx_10_15_universal2.whl", hash = "sha256:8cc451a50f2aee53042ac52d2d053d08bf89bcb31ae799cb4487587661c038a0", size = 177406, upload-time = "2026-01-10T09:23:12.178Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/78/e63be1bf0724eeb4616efb1ae1c9044f7c3953b7957799abb5915bffd38e/websockets-16.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:daa3b6ff70a9241cf6c7fc9e949d41232d9d7d26fd3522b1ad2b4d62487e9904", size = 175085, upload-time = "2026-01-10T09:23:13.511Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/f4/d3c9220d818ee955ae390cf319a7c7a467beceb24f05ee7aaaa2414345ba/websockets-16.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:fd3cb4adb94a2a6e2b7c0d8d05cb94e6f1c81a0cf9dc2694fb65c7e8d94c42e4", size = 175328, upload-time = "2026-01-10T09:23:14.727Z" },
+    { url = "https://files.pythonhosted.org/packages/63/bc/d3e208028de777087e6fb2b122051a6ff7bbcca0d6df9d9c2bf1dd869ae9/websockets-16.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:781caf5e8eee67f663126490c2f96f40906594cb86b408a703630f95550a8c3e", size = 185044, upload-time = "2026-01-10T09:23:15.939Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/6e/9a0927ac24bd33a0a9af834d89e0abc7cfd8e13bed17a86407a66773cc0e/websockets-16.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:caab51a72c51973ca21fa8a18bd8165e1a0183f1ac7066a182ff27107b71e1a4", size = 186279, upload-time = "2026-01-10T09:23:17.148Z" },
+    { url = "https://files.pythonhosted.org/packages/b9/ca/bf1c68440d7a868180e11be653c85959502efd3a709323230314fda6e0b3/websockets-16.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:19c4dc84098e523fd63711e563077d39e90ec6702aff4b5d9e344a60cb3c0cb1", size = 185711, upload-time = "2026-01-10T09:23:18.372Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/f8/fdc34643a989561f217bb477cbc47a3a07212cbda91c0e4389c43c296ebf/websockets-16.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:a5e18a238a2b2249c9a9235466b90e96ae4795672598a58772dd806edc7ac6d3", size = 184982, upload-time = "2026-01-10T09:23:19.652Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/d1/574fa27e233764dbac9c52730d63fcf2823b16f0856b3329fc6268d6ae4f/websockets-16.0-cp314-cp314-win32.whl", hash = "sha256:a069d734c4a043182729edd3e9f247c3b2a4035415a9172fd0f1b71658a320a8", size = 177915, upload-time = "2026-01-10T09:23:21.458Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/f1/ae6b937bf3126b5134ce1f482365fde31a357c784ac51852978768b5eff4/websockets-16.0-cp314-cp314-win_amd64.whl", hash = "sha256:c0ee0e63f23914732c6d7e0cce24915c48f3f1512ec1d079ed01fc629dab269d", size = 178381, upload-time = "2026-01-10T09:23:22.715Z" },
+    { url = "https://files.pythonhosted.org/packages/06/9b/f791d1db48403e1f0a27577a6beb37afae94254a8c6f08be4a23e4930bc0/websockets-16.0-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:a35539cacc3febb22b8f4d4a99cc79b104226a756aa7400adc722e83b0d03244", size = 177737, upload-time = "2026-01-10T09:23:24.523Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/40/53ad02341fa33b3ce489023f635367a4ac98b73570102ad2cdd770dacc9a/websockets-16.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:b784ca5de850f4ce93ec85d3269d24d4c82f22b7212023c974c401d4980ebc5e", size = 175268, upload-time = "2026-01-10T09:23:25.781Z" },
+    { url = "https://files.pythonhosted.org/packages/74/9b/6158d4e459b984f949dcbbb0c5d270154c7618e11c01029b9bbd1bb4c4f9/websockets-16.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:569d01a4e7fba956c5ae4fc988f0d4e187900f5497ce46339c996dbf24f17641", size = 175486, upload-time = "2026-01-10T09:23:27.033Z" },
+    { url = "https://files.pythonhosted.org/packages/e5/2d/7583b30208b639c8090206f95073646c2c9ffd66f44df967981a64f849ad/websockets-16.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:50f23cdd8343b984957e4077839841146f67a3d31ab0d00e6b824e74c5b2f6e8", size = 185331, upload-time = "2026-01-10T09:23:28.259Z" },
+    { url = "https://files.pythonhosted.org/packages/45/b0/cce3784eb519b7b5ad680d14b9673a31ab8dcb7aad8b64d81709d2430aa8/websockets-16.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:152284a83a00c59b759697b7f9e9cddf4e3c7861dd0d964b472b70f78f89e80e", size = 186501, upload-time = "2026-01-10T09:23:29.449Z" },
+    { url = "https://files.pythonhosted.org/packages/19/60/b8ebe4c7e89fb5f6cdf080623c9d92789a53636950f7abacfc33fe2b3135/websockets-16.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:bc59589ab64b0022385f429b94697348a6a234e8ce22544e3681b2e9331b5944", size = 186062, upload-time = "2026-01-10T09:23:31.368Z" },
+    { url = "https://files.pythonhosted.org/packages/88/a8/a080593f89b0138b6cba1b28f8df5673b5506f72879322288b031337c0b8/websockets-16.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:32da954ffa2814258030e5a57bc73a3635463238e797c7375dc8091327434206", size = 185356, upload-time = "2026-01-10T09:23:32.627Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/b6/b9afed2afadddaf5ebb2afa801abf4b0868f42f8539bfe4b071b5266c9fe/websockets-16.0-cp314-cp314t-win32.whl", hash = "sha256:5a4b4cc550cb665dd8a47f868c8d04c8230f857363ad3c9caf7a0c3bf8c61ca6", size = 178085, upload-time = "2026-01-10T09:23:33.816Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/3e/28135a24e384493fa804216b79a6a6759a38cc4ff59118787b9fb693df93/websockets-16.0-cp314-cp314t-win_amd64.whl", hash = "sha256:b14dc141ed6d2dde437cddb216004bcac6a1df0935d79656387bd41632ba0bbd", size = 178531, upload-time = "2026-01-10T09:23:35.016Z" },
+    { url = "https://files.pythonhosted.org/packages/72/07/c98a68571dcf256e74f1f816b8cc5eae6eb2d3d5cfa44d37f801619d9166/websockets-16.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:349f83cd6c9a415428ee1005cadb5c2c56f4389bc06a9af16103c3bc3dcc8b7d", size = 174947, upload-time = "2026-01-10T09:23:36.166Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/52/93e166a81e0305b33fe416338be92ae863563fe7bce446b0f687b9df5aea/websockets-16.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:4a1aba3340a8dca8db6eb5a7986157f52eb9e436b74813764241981ca4888f03", size = 175260, upload-time = "2026-01-10T09:23:37.409Z" },
+    { url = "https://files.pythonhosted.org/packages/56/0c/2dbf513bafd24889d33de2ff0368190a0e69f37bcfa19009ef819fe4d507/websockets-16.0-pp311-pypy311_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f4a32d1bd841d4bcbffdcb3d2ce50c09c3909fbead375ab28d0181af89fd04da", size = 176071, upload-time = "2026-01-10T09:23:39.158Z" },
+    { url = "https://files.pythonhosted.org/packages/a5/8f/aea9c71cc92bf9b6cc0f7f70df8f0b420636b6c96ef4feee1e16f80f75dd/websockets-16.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0298d07ee155e2e9fda5be8a9042200dd2e3bb0b8a38482156576f863a9d457c", size = 176968, upload-time = "2026-01-10T09:23:41.031Z" },
+    { url = "https://files.pythonhosted.org/packages/9a/3f/f70e03f40ffc9a30d817eef7da1be72ee4956ba8d7255c399a01b135902a/websockets-16.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:a653aea902e0324b52f1613332ddf50b00c06fdaf7e92624fbf8c77c78fa5767", size = 178735, upload-time = "2026-01-10T09:23:42.259Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/28/258ebab549c2bf3e64d2b0217b973467394a9cea8c42f70418ca2c5d0d2e/websockets-16.0-py3-none-any.whl", hash = "sha256:1637db62fad1dc833276dded54215f2c7fa46912301a24bd94d45d46a011ceec", size = 171598, upload-time = "2026-01-10T09:23:45.395Z" },
 ]

 [[package]]
@@ -4018,159 +4029,159 @@ wheels = [

 [[package]]
 name = "xxhash"
-version = "3.7.0"
+version = "3.8.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/24/2f/e183a1b407002f5af81822bee18b61cdb94b8670208ef34734d8d2b8ebe9/xxhash-3.7.0.tar.gz", hash = "sha256:6cc4eefbb542a5d6ffd6d70ea9c502957c925e800f998c5630ecc809d6702bae", size = 82022, upload-time = "2026-04-25T11:10:32.553Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8e/63/71aa56b151a1b28770037a61bd4e461c2619cfc8866a4fcaf1548605e325/xxhash-3.8.1.tar.gz", hash = "sha256:b0de4bf3aa66363552d52c6a89003c479911f12098cd48a53d44a0f7a25f7c46", size = 86223, upload-time = "2026-07-06T10:49:58.937Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/92/49/e4b575b4ed170a7f640c8bd69cfadfa81c7b700191fde5e72228762b9f73/xxhash-3.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:cd8ab85c916a58d5c8656ea15e3ce9df836fe2f120a74c296e01d69fab2614b4", size = 33426, upload-time = "2026-04-25T11:05:15.702Z" },
-    { url = "https://files.pythonhosted.org/packages/07/61/40f0155b0b09988eb6cdbfc52652f2f371810b0c58163208cb05667757bd/xxhash-3.7.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:85f5c0e26d945b5bb475e0a3d95193117498130baa7619357bdc7869c2391b5a", size = 30859, upload-time = "2026-04-25T11:05:17.708Z" },
-    { url = "https://files.pythonhosted.org/packages/12/bd/2902b7aad574e43cd85fd84849cfbce48c52cb02c7d6902b8a2b3f6e668e/xxhash-3.7.0-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:b7ffeaada9f8699be63d639536b0b60dff73b7d3325b7475c5bc8fdbf4eed47f", size = 193839, upload-time = "2026-04-25T11:05:19.364Z" },
-    { url = "https://files.pythonhosted.org/packages/48/df/343ce8fd09e47ba8fba43b3bad3283ddf0deca799d5a27b084c3aa2ce502/xxhash-3.7.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cee88dfaa6b1b2bfadd3c031fa5f05584870e62fb05dc500942e9900c44fcfda", size = 212896, upload-time = "2026-04-25T11:05:21.131Z" },
-    { url = "https://files.pythonhosted.org/packages/79/cf/703e8422a8b52407864281fb4eb52c605e9f33180413b4458f05de110eba/xxhash-3.7.0-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:7426ff0dfa76eb47efc2cc59d4a717bfa9dc9938bff5e49e748bca749f6aa616", size = 235896, upload-time = "2026-04-25T11:05:22.988Z" },
-    { url = "https://files.pythonhosted.org/packages/ed/bc/d4b039edbd426575add5f217abeeb2bf870e2c510d35445df81b4f457901/xxhash-3.7.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:e8ff6ec73110f610425caef3ea875afbfc34caa542f01df3a80f45aadeb9f906", size = 211665, upload-time = "2026-04-25T11:05:24.799Z" },
-    { url = "https://files.pythonhosted.org/packages/42/24/c6f81361796814b92399a88bf079d3b65e617f531819128fcf1bd6ef0571/xxhash-3.7.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0d23fd49fdc5c8af61fb7104f1ad247954499140f6cb6045b3aa5c99dadbbf28", size = 444929, upload-time = "2026-04-25T11:05:26.245Z" },
-    { url = "https://files.pythonhosted.org/packages/a4/db/268012153eb7f6bf2c8a0491fdcde11e093f166990821a2ab754fe95537d/xxhash-3.7.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:12c249621af6d50a05d9f10af894b404157b15819878e18f75fcbb0213a77d07", size = 193271, upload-time = "2026-04-25T11:05:28.282Z" },
-    { url = "https://files.pythonhosted.org/packages/0a/86/1d0d905d659850dad7f59c807c130249fdb204dc6f71f1fb36268f3f3e61/xxhash-3.7.0-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:6741564a923f082f3c2941c8bb920462ed5b25eaebdd1e161f162233c9a10bc5", size = 284580, upload-time = "2026-04-25T11:05:30.116Z" },
-    { url = "https://files.pythonhosted.org/packages/1f/52/fc01ca7ff425a9bdb38d9e3a17f2630447ce3b45d45a929a6cd94d469334/xxhash-3.7.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:c4fd8acc6e32596350619896feb372033c0920975992d29837c32853bb1feacd", size = 210193, upload-time = "2026-04-25T11:05:31.969Z" },
-    { url = "https://files.pythonhosted.org/packages/ec/96/122e0c6a3537a54b30752031dca557182576bae1a4171c0be8c532c84496/xxhash-3.7.0-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:646a69b56d8145d85f7fd2289d14fba07880c8a5bda406aa256b407481a61f35", size = 241094, upload-time = "2026-04-25T11:05:33.651Z" },
-    { url = "https://files.pythonhosted.org/packages/d8/17/92e33338db8c18add33a46b56c2b7d5dcc6cc2ac076c45389f6017b1bf37/xxhash-3.7.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:11dd69b1a34b7b9af29012f390825b0cdb0617c0966560e227ca74daa7478ba9", size = 197721, upload-time = "2026-04-25T11:05:35.387Z" },
-    { url = "https://files.pythonhosted.org/packages/c7/04/fd4114a0820913f336bef5c82ef851bde8d06270982ebd7b2a859961bbf2/xxhash-3.7.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:01cf5c5333aed26cc8d5eea33b8d6398e085e365a704b7372fabdf7ab06441a9", size = 210073, upload-time = "2026-04-25T11:05:37.405Z" },
-    { url = "https://files.pythonhosted.org/packages/dd/eb/a2472b8b81cd576a9af3a4889ad8ba5784e8c5a04592587056cdaededd6c/xxhash-3.7.0-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:f1e65d52c2d526734abecb98372c256b7eacce8fdc42e0df8570417fb39e2772", size = 274960, upload-time = "2026-04-25T11:05:39.224Z" },
-    { url = "https://files.pythonhosted.org/packages/3d/d3/493afc544aae50b5fb2844ceaeb3697283bb59695db1a7cb40448636de05/xxhash-3.7.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:8ff00fcc3eb436617ed8556cf15daf76c2b501248361a065625a588af78a0a02", size = 413113, upload-time = "2026-04-25T11:05:40.669Z" },
-    { url = "https://files.pythonhosted.org/packages/50/6a/002800845a22bff32bcf5fd09caceb4d3f5c3da6b754c46edb9743ce908b/xxhash-3.7.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b5cd29840505631c6f7dbb8a5d34b742b5e6bbda38fe0b9f54e825f3ea6b61dc", size = 190677, upload-time = "2026-04-25T11:05:42.403Z" },
-    { url = "https://files.pythonhosted.org/packages/f4/0f/86ee514622a381c0dc49167c8d431a22aa93518a4063559c3e36e4b82bc8/xxhash-3.7.0-cp310-cp310-win32.whl", hash = "sha256:5bf2f1940499839b39fef1561b5ecb6ede9ac34ef4457474e1337fc7ef07c2f3", size = 30627, upload-time = "2026-04-25T11:05:44.022Z" },
-    { url = "https://files.pythonhosted.org/packages/86/45/2ef2310803efb4a2d07844e8098d797e25702024793aa2e85858623a43b5/xxhash-3.7.0-cp310-cp310-win_amd64.whl", hash = "sha256:d41fcda2fa8ca682ebca134a2f2dc02575ba549267585597e73061565795f475", size = 31463, upload-time = "2026-04-25T11:05:45.218Z" },
-    { url = "https://files.pythonhosted.org/packages/9e/75/40dbf8f142baf8993c38cd988c8d8f51fe0c51e6c84c5769a3c0280a651d/xxhash-3.7.0-cp310-cp310-win_arm64.whl", hash = "sha256:a845a59664d5c531525a467470220f8edc37959e0a6f8e734ffb6654da5c4bee", size = 27747, upload-time = "2026-04-25T11:05:46.422Z" },
-    { url = "https://files.pythonhosted.org/packages/3b/f4/7bd35089ff1f8e2c96baa2dce05775a122aacd2e3830a73165e27a4d0848/xxhash-3.7.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:fdc7d06929ae28dda98297a18eef7b0fd38991a3b405d8d7b55c9ef24c296958", size = 33423, upload-time = "2026-04-25T11:05:47.628Z" },
-    { url = "https://files.pythonhosted.org/packages/a3/26/4e00c88a6a2c8a759cfb77d2a9a405f901e8aa66e60ef1fd0aeb35edda48/xxhash-3.7.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ea6daa712f4e094a30830cf01e9b47d03b24d05cc9dab8609f0d9a9db8454712", size = 30857, upload-time = "2026-04-25T11:05:49.189Z" },
-    { url = "https://files.pythonhosted.org/packages/82/2f/eeb942c17a5a761a8f01cb9180a0b76bfb62a2c39e6f46b1f9001899027a/xxhash-3.7.0-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:9e6c0d843f1daf85ea23aeb053579135552bde575b7b98af20bfc667b6e4548d", size = 194702, upload-time = "2026-04-25T11:05:50.457Z" },
-    { url = "https://files.pythonhosted.org/packages/0e/fd/96f132c08b1e5951c68691d3b9ec351ec2edc028f6a01fcd294f46b9d9f0/xxhash-3.7.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:363c139bf15e1ac5f136b981d3c077eb551299b1effede7f12faa010b8590a60", size = 213613, upload-time = "2026-04-25T11:05:52.571Z" },
-    { url = "https://files.pythonhosted.org/packages/82/89/d4e92b796c5ed052d29ed324dbfc1dc1188e0c4bf64bebbf0f8fc20698df/xxhash-3.7.0-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:a778b25874cb0f862eaab5986bff4ca49ffb0def7c0a34c237b948b3c6c775b2", size = 236726, upload-time = "2026-04-25T11:05:54.395Z" },
-    { url = "https://files.pythonhosted.org/packages/40/f1/81fc4361921dc6e557a9c60cb3712f36d244d06eeeb71cd2f4252ac42678/xxhash-3.7.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3e1860f1e43d40e9d904cf22d93e587ea42e010ebce4160877e46bcab4bc232a", size = 212443, upload-time = "2026-04-25T11:05:56.334Z" },
-    { url = "https://files.pythonhosted.org/packages/6a/d0/afeddd4cff50a332f50d4b8a2e8857673153ab0564ef472fcdeb0b5430df/xxhash-3.7.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:9122ad6f867c4a0f5e655f5c3bdf89103852009dbb442a3d23e688b9e699e800", size = 445793, upload-time = "2026-04-25T11:05:58.953Z" },
-    { url = "https://files.pythonhosted.org/packages/f7/d0/3c91e4e6a05ca4d7df8e39ec3a75b713609258ec84705ab34be6430826a1/xxhash-3.7.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d7d9110d0c3fb02679972837a033251fd186c529aa62f19c132fc909c74052b8", size = 193937, upload-time = "2026-04-25T11:06:00.546Z" },
-    { url = "https://files.pythonhosted.org/packages/4e/3a/a6b0772d9801dd4bea4ca4fd34734d6e9b51a711c8a611a24a79de26a878/xxhash-3.7.0-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:347a93f2b4ce67ce61959665e32a7447c380f8347e55e100daa23766baacf0e5", size = 285188, upload-time = "2026-04-25T11:06:01.96Z" },
-    { url = "https://files.pythonhosted.org/packages/6c/f8/cf8e31fd7282230fe7367cd501a2e75b4b67b222bfc7eacccfc20d2652cb/xxhash-3.7.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:acbb48679ddf3852c45280c10ff10d52ca2cd1da2e552fb81db1ff786c75d0e4", size = 210966, upload-time = "2026-04-25T11:06:03.453Z" },
-    { url = "https://files.pythonhosted.org/packages/cc/f0/fd36cc4a81bf52ee5633275daae2b93dd958aace67fd4f5d466ec83b5f35/xxhash-3.7.0-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:fe14c356f8b23ad811dc026077a6d4abccdaa7bce5ca98579605550657b6fcfb", size = 241994, upload-time = "2026-04-25T11:06:05.264Z" },
-    { url = "https://files.pythonhosted.org/packages/08/e1/67f5d9c9369be42eaf99ba02c01bf14c5ecd67087b02567960bfcee43b63/xxhash-3.7.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:f420ad3d41e38194353a498bbc9561fd5a9973a27b536ce46d8583479cf44335", size = 198707, upload-time = "2026-04-25T11:06:07.044Z" },
-    { url = "https://files.pythonhosted.org/packages/50/17/a4c865ca22d2da6b1bc7d739bf88cab209533cf52ba06ca9da27c3039bee/xxhash-3.7.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:693d02c6dc7d1aa0a45921d54cd8c1ff629e09dfdc2238471507af1f7a1c6f04", size = 210917, upload-time = "2026-04-25T11:06:08.853Z" },
-    { url = "https://files.pythonhosted.org/packages/49/8b/453b35810d697abac3c96bde3528bece685869227da274eb80a4a4d4a119/xxhash-3.7.0-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:14bf7a54e43825ec131ee7fe3c60e142e7c2c1e676ad0f93fc893432d15414af", size = 275772, upload-time = "2026-04-25T11:06:10.645Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/ad/4eed7eab07fd3ee6678f416190f0413d097ab5d7c1278906bf1e9549d789/xxhash-3.7.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:ae3a39a4d96bdb6f8d154fd7f490c4ad06f0532fcd2bb656052a9a7762cf5d31", size = 414068, upload-time = "2026-04-25T11:06:12.511Z" },
-    { url = "https://files.pythonhosted.org/packages/d3/4e/fd6f8a680ba248fdb83054fa71a8bfa3891225200de1708b888ef2c49829/xxhash-3.7.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1cc07c639e3a77ef1d32987464d3e408565b8a3be57b545d3542b191054d9923", size = 191459, upload-time = "2026-04-25T11:06:14.07Z" },
-    { url = "https://files.pythonhosted.org/packages/50/7c/8cb34b3bed4f44ca6827a534d50833f9bc6c006e83b0eb410ac9fa0793bd/xxhash-3.7.0-cp311-cp311-win32.whl", hash = "sha256:3281ba1d1e60ee7a382a7b958513ba03c2c0d5fcbd9a6f7517c0a81251a23422", size = 30628, upload-time = "2026-04-25T11:06:15.802Z" },
-    { url = "https://files.pythonhosted.org/packages/0b/47/a49767bd7b40782bedae9ff0721bfe1d7e4dd9dc1585dea684e57ba67c20/xxhash-3.7.0-cp311-cp311-win_amd64.whl", hash = "sha256:a7f25baec4c5d851d40718d6fae52285b31683093d4ff5207e63ab306ccf14a5", size = 31461, upload-time = "2026-04-25T11:06:17.104Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/c6/3957bfacfb706bd687be246dfa8dd60f8df97c44186d229f7fd6e26c4b7e/xxhash-3.7.0-cp311-cp311-win_arm64.whl", hash = "sha256:4c2454448ce847c72635827bb75c15c5a3434b03ee1afd28cb6dc6fb2597d830", size = 27746, upload-time = "2026-04-25T11:06:18.716Z" },
-    { url = "https://files.pythonhosted.org/packages/f2/8a/51a14cdef4728c6c2337db8a7d8704422cc65676d9199d77215464c880af/xxhash-3.7.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:082c87bfdd2b9f457606c7a4a53457f4c4b48b0cdc48de0277f4349d79bb3d7a", size = 33357, upload-time = "2026-04-25T11:06:20.44Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/1b/0c2c933809421ffd9bf42b59315552c143c755db5d9a816b2f1ae273e884/xxhash-3.7.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:5e7ce913b61f35b0c1c839a49ac9c8e75dd8d860150688aed353b0ce1bf409d8", size = 30869, upload-time = "2026-04-25T11:06:21.989Z" },
-    { url = "https://files.pythonhosted.org/packages/03/a8/89d5fdd6ee12d70ba99451de46dd0e8010167468dcd913ec855653f4dd50/xxhash-3.7.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:3beb1de3b1e9694fcdd853e570ee64c631c7062435d2f8c69c1adf809bc086f0", size = 194100, upload-time = "2026-04-25T11:06:23.586Z" },
-    { url = "https://files.pythonhosted.org/packages/87/ee/2f9f2ed993e77206d1e66991290a1ebe22e843351ca3ebec8e49e01ba186/xxhash-3.7.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f3e7b689c3bce16699efcf736066f5c6cc4472c3840fe4b22bd8279daf4abdac", size = 212977, upload-time = "2026-04-25T11:06:25.019Z" },
-    { url = "https://files.pythonhosted.org/packages/de/60/5a91644615a9e9d4e42c2e9925f1908e3a24e4e691d9de7340d565bea024/xxhash-3.7.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:a6545e6b409e3d5cbafc850fb84c55a1ca26ed15a6b11e3bf07a0e0cd84517c8", size = 236373, upload-time = "2026-04-25T11:06:26.482Z" },
-    { url = "https://files.pythonhosted.org/packages/22/c0/f3a9384eaaed9d14d4d062a5d953aa0da489bfe9747877aa994caa87cd0b/xxhash-3.7.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:31ab1461c77a11461d703c88eb949e132a1c6515933cf675d97ec680f4bd18de", size = 212229, upload-time = "2026-04-25T11:06:28.065Z" },
-    { url = "https://files.pythonhosted.org/packages/2e/67/02f07a9fd79726804190f2172c4894c3ed9a4ebccaca05653c84beb58025/xxhash-3.7.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:7c4d596b7676f811172687ec567cbafb9e4dea2f9be1bbb4f622410cb7f40f40", size = 445462, upload-time = "2026-04-25T11:06:30.048Z" },
-    { url = "https://files.pythonhosted.org/packages/40/37/558f5a90c0672fc9b4402dc25d87ac5b7406616e8969430c9ca4e52ee74d/xxhash-3.7.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:13805f0461cba0a857924e70ff91ae6d52d2598f79a884e788db80532614a4a1", size = 193932, upload-time = "2026-04-25T11:06:31.857Z" },
-    { url = "https://files.pythonhosted.org/packages/d5/90/aaa09cd58661d32044dbbad7df55bbe22a623032b810e7ed3b8c569a2a6f/xxhash-3.7.0-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:1d398f372496152f1c6933a33566373f8d1b37b98b8c9d608fa6edc0976f23b2", size = 284807, upload-time = "2026-04-25T11:06:33.697Z" },
-    { url = "https://files.pythonhosted.org/packages/d6/f3/53df3719ab127a02c174f0c1c74924fcd110866e89c966bc7909cfa8fa84/xxhash-3.7.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d610aa62cdb7d4d497740741772a24a794903bf3e79eaa51d2e800082abe11e5", size = 210445, upload-time = "2026-04-25T11:06:35.488Z" },
-    { url = "https://files.pythonhosted.org/packages/72/33/d219975c0e8b6fa2eb9ccd486fe47e21bf1847985b878dd2fbc3126e0d5c/xxhash-3.7.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:073c23900a9fbf3d26616c17c830db28af9803677cd5b33aea3224d824111514", size = 241273, upload-time = "2026-04-25T11:06:37.24Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/50/49b1afe610eb3964cedcb90a4d4c3d46a261ee8669cbd4f060652619ae3c/xxhash-3.7.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:418a463c3e6a590c0cdc890f8be19adb44a8c8acd175ca5b2a6de77e61d0b386", size = 197950, upload-time = "2026-04-25T11:06:39.148Z" },
-    { url = "https://files.pythonhosted.org/packages/c6/75/5f42a1a4c78717d906a4b6a140c6dbf837ab1f547a54d23c4e2903310936/xxhash-3.7.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:03f8ff4474ee61c845758ce00711d7087a770d77efb36f7e74a6e867301000b8", size = 210709, upload-time = "2026-04-25T11:06:40.958Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/85/237e446c25abced71e9c53d269f2cef5bab8a82b3f88a12e00c5368e7368/xxhash-3.7.0-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:44fba4a5f1d179b7ddc7b3dc40f56f9209046421679b57025d4d8821b376fd8d", size = 275345, upload-time = "2026-04-25T11:06:42.525Z" },
-    { url = "https://files.pythonhosted.org/packages/62/34/c2c26c0a6a9cc739bc2a5f0ae03ba8b87deb12b8bce35f7ac495e790dc6d/xxhash-3.7.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:31e3516a0f829d06ded4a2c0f3c7c5561993256bfa1c493975fb9dc7bfa828a1", size = 414056, upload-time = "2026-04-25T11:06:44.343Z" },
-    { url = "https://files.pythonhosted.org/packages/a0/aa/5c58e9bc8071b8afd8dcf297ff362f723c4892168faba149f19904132bf4/xxhash-3.7.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:b59ee2ac81de57771a09ecad09191e840a1d2fae1ef684208320591055768f83", size = 191485, upload-time = "2026-04-25T11:06:46.262Z" },
-    { url = "https://files.pythonhosted.org/packages/d4/69/a929cf9d1e2e65a48b818cdce72cb6b69eab2e6877f21436d0a1942aff43/xxhash-3.7.0-cp312-cp312-win32.whl", hash = "sha256:74bbd92f8c7fcc397ba0a11bfdc106bc72ad7f11e3a60277753f87e7532b4d81", size = 30671, upload-time = "2026-04-25T11:06:48.039Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/1b/104b41a8947f4e1d4a66ce1e628eea752f37d1890bfd7453559ca7a3d950/xxhash-3.7.0-cp312-cp312-win_amd64.whl", hash = "sha256:7bd7bc82dd4f185f28f35193c2e968ef46131628e3cac62f639dadf321cba4d1", size = 31514, upload-time = "2026-04-25T11:06:49.279Z" },
-    { url = "https://files.pythonhosted.org/packages/98/a0/1fd0ea1f1b886d9e7c73f0397571e22333a7d79e31da6d7127c2a4a71d75/xxhash-3.7.0-cp312-cp312-win_arm64.whl", hash = "sha256:7d7148180ec99ba36585b42c8c5de25e9b40191613bc4be68909b4d25a77a852", size = 27761, upload-time = "2026-04-25T11:06:50.448Z" },
-    { url = "https://files.pythonhosted.org/packages/c1/ca/d5174b4c36d10f64d4ca7050563138c5a599efb01a765858ddefc9c1202a/xxhash-3.7.0-cp313-cp313-android_21_arm64_v8a.whl", hash = "sha256:4b6d6b33f141158692bd4eafbb96edbc5aa0dabdb593a962db01a91983d4f8fa", size = 36813, upload-time = "2026-04-25T11:06:51.73Z" },
-    { url = "https://files.pythonhosted.org/packages/41/d0/abc6c9d347ba1f1e1e1d98125d0881a0452c7f9a76a9dd03a7b5d2197f23/xxhash-3.7.0-cp313-cp313-android_21_x86_64.whl", hash = "sha256:845d347df254d6c619f616afa921331bada8614b8d373d58725c663ba97c3605", size = 35121, upload-time = "2026-04-25T11:06:53.048Z" },
-    { url = "https://files.pythonhosted.org/packages/bf/11/4cc834eb3d79f2f2b3a6ef7324195208bcdfbdcf7534d2b17267aa5f3a8f/xxhash-3.7.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:fddbbb69a6fff4f421e7a0d1fa28f894b20112e9e3fab306af451e2dfd0e459b", size = 29624, upload-time = "2026-04-25T11:06:54.311Z" },
-    { url = "https://files.pythonhosted.org/packages/23/83/e97d3e7b635fe73a1dfb1e91f805324dd6d930bb42041cbf18f183bc0b6d/xxhash-3.7.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:54876a4e45101cec2bf8f31a973cda073a23e2e108538dad224ba07f85f22487", size = 30638, upload-time = "2026-04-25T11:06:55.864Z" },
-    { url = "https://files.pythonhosted.org/packages/f4/40/d84951d80c35db1f4c40a29a64a8520eea5d56e764c603906b4fe763580f/xxhash-3.7.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:0c72fe9c7e3d6dfd7f1e21e224a877917fa09c465694ba4e06464b9511b65544", size = 33323, upload-time = "2026-04-25T11:06:57.336Z" },
-    { url = "https://files.pythonhosted.org/packages/89/cc/c7dc6558d97e9ab023f663d69ab28b340ed9bf4d2d94f2c259cf896bb354/xxhash-3.7.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:a6d73a830b17ef49bc04e00182bd839164c1b3c59c127cd7c54fcb10c7ed8ee8", size = 33362, upload-time = "2026-04-25T11:06:58.656Z" },
-    { url = "https://files.pythonhosted.org/packages/2a/6e/46b84017b1301d54091430353d4ad5901654a3e0871649877a416f7f1644/xxhash-3.7.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:91c3b07cf3362086d8f126c6aecd8e5e9396ad8b2f2219ea7e49a8250c318acd", size = 30874, upload-time = "2026-04-25T11:06:59.834Z" },
-    { url = "https://files.pythonhosted.org/packages/df/5e/8f9158e3ab906ad3fec51e09b5ea0093e769f12207bfa42a368ca204e7ab/xxhash-3.7.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:50e879ebbac351c81565ca108db766d7832f5b8b6a5b14b8c0151f7190028e3d", size = 194185, upload-time = "2026-04-25T11:07:01.658Z" },
-    { url = "https://files.pythonhosted.org/packages/f3/29/a804ded9f5d3d3758292678d23e7528b08fda7b7e750688d08b052322475/xxhash-3.7.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:921c14e93817842dd0dd9f372890a0f0c72e534650b6ab13c5be5cd0db11d47e", size = 213033, upload-time = "2026-04-25T11:07:03.606Z" },
-    { url = "https://files.pythonhosted.org/packages/8b/91/1ce5a7d2fdc975267320e2c78fc1cecfe7ab735ccbcf6993ec5dd541cb2c/xxhash-3.7.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e64a7c9d7dfca3e0fafcbc5e455519090706a3e36e95d655cec3e04e79f95aaa", size = 236140, upload-time = "2026-04-25T11:07:05.396Z" },
-    { url = "https://files.pythonhosted.org/packages/34/04/fd595a4fd8617b05fa27bd9b684ecb4985bfed27917848eea85d54036d06/xxhash-3.7.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2220af08163baf5fa36c2b8af079dc2cbe6e66ae061385267f9472362dfd53c6", size = 212291, upload-time = "2026-04-25T11:07:06.966Z" },
-    { url = "https://files.pythonhosted.org/packages/03/fb/f1a379cbc372ae5b9f4ab36154c48a849ca6ebe3ac477067a57865bf3bc6/xxhash-3.7.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f14bb8b22a4a91325813e3d553b8963c10cf8c756cff65ee50c194431296c655", size = 445532, upload-time = "2026-04-25T11:07:08.525Z" },
-    { url = "https://files.pythonhosted.org/packages/65/59/172424b79f8cfd4b6d8a122b2193e6b8ad4b11f7159bb3b6f9b3191329bb/xxhash-3.7.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:496736f86a9bedaf64b0dc70e3539d0766df01c71ea22032698e88f3f04a1ce9", size = 193990, upload-time = "2026-04-25T11:07:10.315Z" },
-    { url = "https://files.pythonhosted.org/packages/b9/19/aeac22161d953f139f07ba5586cb4a17c5b7b6dff985122803bb12933500/xxhash-3.7.0-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:0ff71596bd79816975b3de7130ab1ff4541410285a3c084584eeb1c8239996fd", size = 284876, upload-time = "2026-04-25T11:07:12.15Z" },
-    { url = "https://files.pythonhosted.org/packages/77/d5/4fd0b59e7a02242953da05ff679fbb961b0a4368eac97a217e11dae110c1/xxhash-3.7.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:1ad86695c19b1d46fe106925db3c7a37f16be37669dcf58dcc70a9dd6e324676", size = 210495, upload-time = "2026-04-25T11:07:13.952Z" },
-    { url = "https://files.pythonhosted.org/packages/aa/fb/976a3165c728c7faf74aa1b5ab3cf6a85e6d731612894741840524c7d28c/xxhash-3.7.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:970f9f8c50961d639cbd0d988c96f80ddf66006de93641719282c4fe7a87c5e6", size = 241331, upload-time = "2026-04-25T11:07:15.557Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/2c/6763d5901d53ac9e6ba296e5717ae599025c9d268396e8faa8b4b0a8e0ac/xxhash-3.7.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:5886ad85e9e347911783760a1d16cb6b393e8f9e3b52c982568226cb56927bdc", size = 198037, upload-time = "2026-04-25T11:07:17.563Z" },
-    { url = "https://files.pythonhosted.org/packages/61/2b/876e722d533833f5f9a83473e6ba993e48745701096944e77bbecf29b2c3/xxhash-3.7.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:6e934bbae1e0ec74e27d5f0d7f37ef547ce5ff9f0a7e63fb39e559fc99526734", size = 210744, upload-time = "2026-04-25T11:07:19.055Z" },
-    { url = "https://files.pythonhosted.org/packages/21/e6/d7e7baef7ce24166b4668d3c48557bb35a23b92ecadcac7e7718d099ab69/xxhash-3.7.0-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:3b6b3d28228af044ebcded71c4a3dd86e1dbd7e2f4645bf40f7b5da65bb5fb5a", size = 275406, upload-time = "2026-04-25T11:07:20.908Z" },
-    { url = "https://files.pythonhosted.org/packages/92/fe/198b3763b2e01ca908f2154969a2352ec99bda892b574a11a9a151c5ede4/xxhash-3.7.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:6be4d70d9ab76c9f324ead9c01af6ff52c324745ea0c3731682a0cf99720f1fe", size = 414125, upload-time = "2026-04-25T11:07:23.037Z" },
-    { url = "https://files.pythonhosted.org/packages/3a/6d/019a11affd5a5499137cacca53808659964785439855b5aa40dfd3412916/xxhash-3.7.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:151d7520838d4465461a0b7f4ae488b3b00de16183dd3214c1a6b14bf89d7fb6", size = 191555, upload-time = "2026-04-25T11:07:24.991Z" },
-    { url = "https://files.pythonhosted.org/packages/76/21/b96d58568df2d01533244c3e0e5cbdd0c8b2b25c4bec4d72f19259a292d7/xxhash-3.7.0-cp313-cp313-win32.whl", hash = "sha256:d798c1e291bffb8e37b5bbe0dda77fc767cd19e89cadaf66e6ed5d0ff88c9fe6", size = 30668, upload-time = "2026-04-25T11:07:26.665Z" },
-    { url = "https://files.pythonhosted.org/packages/99/57/d849a8d3afa1f8f4bc6a831cd89f49f9706fbbad94d2975d6140a171988c/xxhash-3.7.0-cp313-cp313-win_amd64.whl", hash = "sha256:875811ba23c543b1a1c3143c926e43996eb27ebb8f52d3500744aa608c275aed", size = 31524, upload-time = "2026-04-25T11:07:27.92Z" },
-    { url = "https://files.pythonhosted.org/packages/81/52/bacc753e92dee78b058af8dcef0a50815f5f860986c664a92d75f965b6a5/xxhash-3.7.0-cp313-cp313-win_arm64.whl", hash = "sha256:54a675cb300dda83d71daae2a599389d22db8021a0f8db0dd659e14626eb3ecc", size = 27768, upload-time = "2026-04-25T11:07:29.113Z" },
-    { url = "https://files.pythonhosted.org/packages/1c/47/ddbd683b7fc7e592c1a8d9d65f73ce9ab513f082b3967eee2baf549b8fc6/xxhash-3.7.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:a3b19a42111c4057c1547a4a1396a53961dca576a0f6b82bfa88a2d1561764b2", size = 33576, upload-time = "2026-04-25T11:07:30.469Z" },
-    { url = "https://files.pythonhosted.org/packages/07/f2/36d3310161db7f72efb4562aadde0ed429f1d0531782dd6345b12d2da527/xxhash-3.7.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:8f4608a06e4d61b7a3425665a46d00e0579122e1a2fae97a0c52953a3aad9aa3", size = 31123, upload-time = "2026-04-25T11:07:31.989Z" },
-    { url = "https://files.pythonhosted.org/packages/0d/3f/75937a5c69556ed213021e43cbedd84c8e0279d0d74e7d41a255d84ba4b1/xxhash-3.7.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:ad37c7792479e49cf96c1ab25517d7003fe0d93687a772ba19a097d235bbe41e", size = 196491, upload-time = "2026-04-25T11:07:33.358Z" },
-    { url = "https://files.pythonhosted.org/packages/22/29/f10d7ff8c7a733d4403a43b9de18c8fabc005f98cec054644f04418659ee/xxhash-3.7.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dc026e3b89d98e30a8288c95cb696e77d150b3f0fb7a51f73dcd49ee6b5577fa", size = 215793, upload-time = "2026-04-25T11:07:34.919Z" },
-    { url = "https://files.pythonhosted.org/packages/8b/fd/778f60aa295f58907938f030a8b514611f391405614a525cccd2ffc00eb5/xxhash-3.7.0-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:c9b31ab1f28b078a6a1ac1a54eb35e7d5390deddd56870d0be3a0a733d1c321c", size = 237993, upload-time = "2026-04-25T11:07:36.638Z" },
-    { url = "https://files.pythonhosted.org/packages/70/f5/736db5de387b4a540e37a05b84b40dc58a1ce974bfd2b4e5754ce29b68c3/xxhash-3.7.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3bb5fd680c038fd5229e44e9c493782f90df9bef632fd0499d442374688ff70b", size = 214887, upload-time = "2026-04-25T11:07:38.564Z" },
-    { url = "https://files.pythonhosted.org/packages/4d/aa/09a095f22fdb9a27fbb716841fbff52119721f9ca4261952d07a912f7839/xxhash-3.7.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:030c0fd688fce3569fbb49a2feefd4110cbb0b650186fb4610759ecfac677548", size = 448407, upload-time = "2026-04-25T11:07:40.552Z" },
-    { url = "https://files.pythonhosted.org/packages/74/8a/b745efeeca9e34a91c26fdc97ad8514c43d5a81ac78565cba80a1353870a/xxhash-3.7.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5b1bde10324f4c31812ae0d0502e92d916ae8917cad7209353f122b8b8f610c3", size = 196119, upload-time = "2026-04-25T11:07:42.101Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/5c/0cfceb024af90c191f665c7933b1f318ee234f4797858383bebd1881d52f/xxhash-3.7.0-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:503722d52a615f2604f5e7611de7d43878df010dc0053094ef91cb9a9ac3d987", size = 286751, upload-time = "2026-04-25T11:07:43.568Z" },
-    { url = "https://files.pythonhosted.org/packages/0b/0a/0793e405dc3cf8f4ebe2c1acec1e4e4608cd9e7e50ea691dabbc2a95ccbb/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:c72500a3b6d6c30ebfc135035bcace9eb5884f2dc220804efcaaba43e9f611dd", size = 212961, upload-time = "2026-04-25T11:07:45.388Z" },
-    { url = "https://files.pythonhosted.org/packages/0c/7e/721118ffc63bfff94aa565bcf2555a820f9f4bdb0f001e0d609bdfad70de/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:43475925a766d01ca8cd9a857fd87f3d50406983c8506a4c07c4df12adcc867f", size = 243703, upload-time = "2026-04-25T11:07:47.053Z" },
-    { url = "https://files.pythonhosted.org/packages/6e/18/16f6267160488b8276fd3d449d425712512add292ba545c1b6946bfdb7dd/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:8d09dfd2ab135b985daf868b594315ebe11ad86cd9fea46e6c69f19b28f7d25a", size = 200894, upload-time = "2026-04-25T11:07:48.657Z" },
-    { url = "https://files.pythonhosted.org/packages/2d/94/80ba841287fd97e3e9cac1d228788c8ef623746f570404961eec748ecb5c/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:c50269d0055ac1faecfd559886d2cbe4b730de236585aba0e873f9d9dadbe585", size = 213357, upload-time = "2026-04-25T11:07:50.257Z" },
-    { url = "https://files.pythonhosted.org/packages/a1/7e/106d4067130c59f1e18a55ffadcd876d8c68534883a1e02685b29d3d8153/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:1910df4756a5ab58cfad8744fc2d0f23926e3efcc346ee76e87b974abab922f4", size = 277600, upload-time = "2026-04-25T11:07:51.745Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/86/a081dd30da71d720b2612a792bfd55e45fa9a07ac76a0507f60487473c25/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:d006faf3b491957efcb433489be3c149efe4787b7063d5cddb8ddaefdc60e0c1", size = 416980, upload-time = "2026-04-25T11:07:53.504Z" },
-    { url = "https://files.pythonhosted.org/packages/35/29/1a95221a029a3c1293773869e1ab47b07cbbdd82444a42809e8c60156626/xxhash-3.7.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:abb65b4e947e958f7b3b0d71db3ce447d1bc5f37f5eab871ce7223bda8768a04", size = 193840, upload-time = "2026-04-25T11:07:55.103Z" },
-    { url = "https://files.pythonhosted.org/packages/c5/e0/db909dd0823285de2286f67e10ee4d81e96ad35d7d8e964ecb07fccd8af9/xxhash-3.7.0-cp313-cp313t-win32.whl", hash = "sha256:178959906cb1716a1ce08e0d69c82886c70a15a6f2790fc084fdd146ca30cd49", size = 30966, upload-time = "2026-04-25T11:07:56.524Z" },
-    { url = "https://files.pythonhosted.org/packages/7b/ff/d705b15b22f21ee106adce239cb65d35067a158c630b240270f09b17c2e6/xxhash-3.7.0-cp313-cp313t-win_amd64.whl", hash = "sha256:2524a1e20d4c231d13b50f7cf39e44265b055669a64a7a4b9a2a44faa03f19b6", size = 31784, upload-time = "2026-04-25T11:07:57.758Z" },
-    { url = "https://files.pythonhosted.org/packages/a2/1f/b2cf83c3638fd0588e0b17f22e5a9400bdfb1a3e3755324ac0aee2250b88/xxhash-3.7.0-cp313-cp313t-win_arm64.whl", hash = "sha256:37d994d0ffe81ef087bb330d392caa809bb5853c77e22ea3f71db024a0543dba", size = 27932, upload-time = "2026-04-25T11:07:59.109Z" },
-    { url = "https://files.pythonhosted.org/packages/0e/cc/431db584f6fbb9312e40a173af027644e5580d39df1f73603cbb9dca4d6b/xxhash-3.7.0-cp314-cp314-android_24_arm64_v8a.whl", hash = "sha256:8c5fcfd806c335bfa2adf1cd0b3110a44fc7b6995c3a648c27489bae85801465", size = 36644, upload-time = "2026-04-25T11:08:00.658Z" },
-    { url = "https://files.pythonhosted.org/packages/bc/01/255ec513e0a705d1f9a61413e78dfce4e3235203f0ed525a24c2b4b56345/xxhash-3.7.0-cp314-cp314-android_24_x86_64.whl", hash = "sha256:506a0b488f190f0a06769575e30caf71615c898ed93ab18b0dbcb6dec5c3713c", size = 35003, upload-time = "2026-04-25T11:08:02.338Z" },
-    { url = "https://files.pythonhosted.org/packages/68/70/c55fc33c93445b44d8fc5a17b41ed99e3cebe92bcf8396809e63fc9a1165/xxhash-3.7.0-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:ec68dbba21532c0173a9872298e65c89749f7c9d21538c3a78b5bb6105871568", size = 29655, upload-time = "2026-04-25T11:08:03.701Z" },
-    { url = "https://files.pythonhosted.org/packages/c2/72/ff8de73df000d74467d12a59ce6d6e2b2a368b978d41ab7b1fba5ed442be/xxhash-3.7.0-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:fa77e7ec1450d415d20129961814787c9abd9a07f98872f070b1fe96c5084611", size = 30664, upload-time = "2026-04-25T11:08:05.011Z" },
-    { url = "https://files.pythonhosted.org/packages/b6/91/08416d9bd9bc3bf39d831abe8a5631ac2db5141dfd6fe81c3fe59a1f9264/xxhash-3.7.0-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:fe32736295ea38e43e7d9424053c8c47c9f64fecfc7c895fb3da9b30b131c9ee", size = 33317, upload-time = "2026-04-25T11:08:06.413Z" },
-    { url = "https://files.pythonhosted.org/packages/0e/3b/86b1caa4dee10a99f4bf9521e623359341c5e50d05158fa10c275b2bd079/xxhash-3.7.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:ab9dd2c83c4bbd63e422181a76f13502d049d3ddcac9a1bdc29196263d692bb8", size = 33457, upload-time = "2026-04-25T11:08:08.099Z" },
-    { url = "https://files.pythonhosted.org/packages/ed/38/98ea14ad1517e1461292a65906951458d520689782bfbae111050145bdba/xxhash-3.7.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:3afec3a336a2286601a437cb07562ab0227685e6fbb9ec17e8c18457ff348ecf", size = 30894, upload-time = "2026-04-25T11:08:09.429Z" },
-    { url = "https://files.pythonhosted.org/packages/61/a2/074654d0b893606541199993c7db70067d9fc63b748e0d60020a52a1bd36/xxhash-3.7.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:565df64437a9390f84465dcca33e7377114c7ede8d05cd2cf20081f831ea788e", size = 194409, upload-time = "2026-04-25T11:08:10.91Z" },
-    { url = "https://files.pythonhosted.org/packages/e2/26/6d2a1afc468189f77ca28c32e1c83e1b9da1178231e05641dbc1b350e332/xxhash-3.7.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:12eca820a5d558633d423bf8bb78ce72a55394823f64089247f788a7e0ae691e", size = 213135, upload-time = "2026-04-25T11:08:12.575Z" },
-    { url = "https://files.pythonhosted.org/packages/8e/0e/d8aecf95e09c42547453137be74d2f7b8b14e08f5177fa2fab6144a19061/xxhash-3.7.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:f262b8f7599516567e070abf607b9af649052b2c4bd6f9be02b0cb41b7024805", size = 236379, upload-time = "2026-04-25T11:08:14.206Z" },
-    { url = "https://files.pythonhosted.org/packages/f2/74/8140e8210536b3dd0cc816c4faaeb5ba6e63e8125ab25af4bcddd6a037b3/xxhash-3.7.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f1598916cb197681e03e601901e4ab96a9a963de398c59d0964f8a6f44a2b361", size = 212447, upload-time = "2026-04-25T11:08:15.79Z" },
-    { url = "https://files.pythonhosted.org/packages/a0/d2/462001d2903b4bee5a5689598a0a55e5e7cd1ac7f4247a5545cff10d3ebb/xxhash-3.7.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:322b2f0622230f526aeb1738149948a7ae357a9e2ceb1383c6fd1fdaecdafa16", size = 445660, upload-time = "2026-04-25T11:08:17.441Z" },
-    { url = "https://files.pythonhosted.org/packages/23/09/2bd1ed7f8689b20e51727952cac8329d50c694dc32b2eba06ba5bc742b37/xxhash-3.7.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:24cc22070880cc57b830a65cde4e65fa884c6d9b28ae4803b5ee05911e7bafba", size = 194076, upload-time = "2026-04-25T11:08:19.134Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/6e/692302cd0a5f4ac4e6289f37fa888dc2e1e07750b68fe3e4bfe939b8cea3/xxhash-3.7.0-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:cb5a888a968b2434abf9ecda357b5d43f10d7b5a6da6fdbbe036208473aff0e2", size = 284990, upload-time = "2026-04-25T11:08:20.618Z" },
-    { url = "https://files.pythonhosted.org/packages/05/d9/e54b159b3d9df7999d2a7c676ce7b323d1b5588a64f8f51ed8172567bd87/xxhash-3.7.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a999771ff97bec27d18341be4f3a36b163bb1ac41ec17bef6d2dabd84acd33c7", size = 210590, upload-time = "2026-04-25T11:08:22.24Z" },
-    { url = "https://files.pythonhosted.org/packages/50/93/0e0df1a3a196ced4ca71de76d65ead25d8e87bbfb87b64306ea47a40c00d/xxhash-3.7.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:ed4a6efe2dee1655adb73e7ad40c6aa955a6892422b1e3b95de6a34de56e3cbb", size = 241442, upload-time = "2026-04-25T11:08:23.844Z" },
-    { url = "https://files.pythonhosted.org/packages/9a/a9/d917a7a814e90b218f8a0d37967105eea91bf752c3303683c99a1f7bfc1f/xxhash-3.7.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:9fd17f14ac0faa12126c2f9ca774a8cf342957265ec3c8669c144e5e6cdb478c", size = 198356, upload-time = "2026-04-25T11:08:25.99Z" },
-    { url = "https://files.pythonhosted.org/packages/89/5e/f2ba1877c39469abbefc72991d6ebdcbd4c0880db01ae8cb1f553b0c537d/xxhash-3.7.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:05fd1254268c59b5cb2a029dfc204275e9fc52de2913f1e53aa8d01442c96b4d", size = 210898, upload-time = "2026-04-25T11:08:27.608Z" },
-    { url = "https://files.pythonhosted.org/packages/90/c6/be56b58e73de531f39a10de1355bb77ceb663900dc4bf2d6d3002a9c3f9e/xxhash-3.7.0-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:a2eae53197c6276d5b317f75a1be226bbf440c20b58bf525f36b5d0e1f657ca6", size = 275519, upload-time = "2026-04-25T11:08:29.301Z" },
-    { url = "https://files.pythonhosted.org/packages/92/e2/17ddc85d5765b9c709f192009ed8f5a1fc876f4eb35bba7c307b5b1169f9/xxhash-3.7.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:bfe6f92e3522dcbe8c4281efd74fa7542a336cb00b0e3272c4ec0edabeaeaf67", size = 414191, upload-time = "2026-04-25T11:08:31.16Z" },
-    { url = "https://files.pythonhosted.org/packages/9c/42/85f5b79f4bf1ec7ba052491164adfd4f4e9519f5dc7246de4fbd64a1bd56/xxhash-3.7.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:7ab9a49c410d8c6c786ab99e79c529938d894c01433130353dd0fe999111077a", size = 191604, upload-time = "2026-04-25T11:08:32.862Z" },
-    { url = "https://files.pythonhosted.org/packages/b8/d0/6127b623aa4cca18d8b7743592b048d689fd6c6e37ff26a22cddf6cd9d7f/xxhash-3.7.0-cp314-cp314-win32.whl", hash = "sha256:040ea63668f9185b92bc74942df09c7e65703deed71431333678fc6e739a9955", size = 31271, upload-time = "2026-04-25T11:08:34.651Z" },
-    { url = "https://files.pythonhosted.org/packages/64/4f/44fc4788568004c43921701cbc127f48218a1eede2c9aea231115323564d/xxhash-3.7.0-cp314-cp314-win_amd64.whl", hash = "sha256:2a61e2a3fb23c892496d587b470dee7fa1b58b248a187719c65ea8e94ec13257", size = 32284, upload-time = "2026-04-25T11:08:35.987Z" },
-    { url = "https://files.pythonhosted.org/packages/6d/77/18bb895eb60a49453d16e17d67990e5caff557c78eafc90ad4e2eabf4570/xxhash-3.7.0-cp314-cp314-win_arm64.whl", hash = "sha256:c7741c7524961d8c0cb4d4c21b28957ff731a3fd5b5cd8b856dc80a40e9e5acc", size = 28701, upload-time = "2026-04-25T11:08:37.767Z" },
-    { url = "https://files.pythonhosted.org/packages/45/a0/46f72244570c550fbbb7db1ef554183dd5ebe9136385f30e032b781ae8f6/xxhash-3.7.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:fc84bf7aa7592f31ec63a3e7b11d624f468a3f19f5238cec7282a42e838ab1d7", size = 33646, upload-time = "2026-04-25T11:08:39.109Z" },
-    { url = "https://files.pythonhosted.org/packages/4a/3a/453846a7eceea11e75def361eed01ec6a0205b9822c19927ed364ccae7cc/xxhash-3.7.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:9f1563fdc8abfc389748e6932c7e4e99c89a53e4ec37d4563c24fc06f5e5644b", size = 31125, upload-time = "2026-04-25T11:08:40.467Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/3e/49434aba738885d512f9e486db1bdd19db28dfa40372b56da26ef7a4e738/xxhash-3.7.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:2d415f18becf6f153046ab6adc97da77e3643a0ee205dae61c4012604113a020", size = 196633, upload-time = "2026-04-25T11:08:41.943Z" },
-    { url = "https://files.pythonhosted.org/packages/a4/e9/006cb6127baeb9f8abe6d15e62faa01349f09b34e2bfd65175b2422d026b/xxhash-3.7.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bb16aa13ed175bc9be5c2491ba031b85a9b51c4ed90e0b3d4ebe63cf3fb54f8e", size = 215899, upload-time = "2026-04-25T11:08:43.645Z" },
-    { url = "https://files.pythonhosted.org/packages/27/e4/cc57d72e66df0ae29b914335f1c6dcf61e8f3746ddf0ae3c471aa4f15e00/xxhash-3.7.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:f9fd595f1e5941b3d7863e4774e4b30caa6731fc34b9277da032295aa5656ee5", size = 238116, upload-time = "2026-04-25T11:08:45.698Z" },
-    { url = "https://files.pythonhosted.org/packages/af/78/3531d4a3fd8a0038cc6be1f265a69c1b3587f557a10b677dd736de2202c1/xxhash-3.7.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1295325c5a98d552333fa53dc2b026b0ef0ec9c8e73ca3a952990b4c7d65d459", size = 215012, upload-time = "2026-04-25T11:08:47.355Z" },
-    { url = "https://files.pythonhosted.org/packages/b4/f6/259fb1eaaec921f59b17203b0daee69829761226d3b980d5191d7723dd83/xxhash-3.7.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3573a651d146912da9daa9e29e5fbc45994420daaa9ef1e2fa5823e1dc485513", size = 448534, upload-time = "2026-04-25T11:08:49.149Z" },
-    { url = "https://files.pythonhosted.org/packages/7b/16/a66d0eaf6a7e68532c07714361ddc904c663ec940f3b028c1ae4a21a7b9d/xxhash-3.7.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5ec1e080a3d02d94ea9335bfab0e3374b877e25411422c18f51a943fa4b46381", size = 196217, upload-time = "2026-04-25T11:08:50.805Z" },
-    { url = "https://files.pythonhosted.org/packages/8d/ef/d2efc7fc51756dc52509109d1a25cefc859d74bc4b19a167b12dbd8c2786/xxhash-3.7.0-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:84415265192072d8638a3afc3c1bc5995e310570cd9acb54dc46d3939e364fe0", size = 286906, upload-time = "2026-04-25T11:08:52.418Z" },
-    { url = "https://files.pythonhosted.org/packages/fc/67/25decd1d4a4018582ec4db2a868a2b7e40640f4adb20dfeb19ac923aa825/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:8d4dea659b57443989ef32f4295104fd6912c73d0bf26d1d148bb88a9f159b02", size = 213057, upload-time = "2026-04-25T11:08:54.105Z" },
-    { url = "https://files.pythonhosted.org/packages/0d/5d/17651eb29d06786cdc40c60ae3d27d645aa5d61d2eca6237a7ba0b94789b/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:05ece0fe4d9c9c2728912d1981ae1566cfc83a011571b24732cbf76e1fb70dca", size = 243886, upload-time = "2026-04-25T11:08:56.109Z" },
-    { url = "https://files.pythonhosted.org/packages/8a/d4/174d9cf7502243d586e6a9ae842b1ae23026620995114f85f1380e588bc9/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:fd880353cf1ffaf321bc18dd663e111976dbd0d3bbd8a66d58d2b470dfa7f396", size = 201015, upload-time = "2026-04-25T11:08:57.777Z" },
-    { url = "https://files.pythonhosted.org/packages/91/8c/2254e2d06c3ac5e6fe22eaf3da791b87ea823ae9f2c17b4af66755c5752d/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:4e15cc9e2817f6481160f930c62842b3ff419e20e13072bcbab12230943092bc", size = 213457, upload-time = "2026-04-25T11:08:59.826Z" },
-    { url = "https://files.pythonhosted.org/packages/79/a2/e3daa762545921173e3360f3b4ff7fc63c2d27359f7230ec1a7a74e117f6/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:90b9d1a8bd37d768ffc92a1f651ec69afc532a96fa1ac2ea7abbed5d630b3237", size = 277738, upload-time = "2026-04-25T11:09:01.423Z" },
-    { url = "https://files.pythonhosted.org/packages/e1/4c/e186da2c46b87f5204640e008d42730bf3c1ee9f0efb71ae1ebcdfeac681/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:157c49475b34ecea8809e51123d9769a534e139d1247942f7a4bc67710bb2533", size = 417127, upload-time = "2026-04-25T11:09:03.592Z" },
-    { url = "https://files.pythonhosted.org/packages/17/28/3798e15007a3712d0da3d3fe70f8e11916569858b5cc371053bc26270832/xxhash-3.7.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5a6ddec83325685e729ca119d1f5c518ec39294212ecd770e60693cdc5f7eb79", size = 193962, upload-time = "2026-04-25T11:09:06.228Z" },
-    { url = "https://files.pythonhosted.org/packages/ad/95/a26baa93b5241fd7630998816a4ec47a5a0bad193b3f8fc8f3593e1a4a67/xxhash-3.7.0-cp314-cp314t-win32.whl", hash = "sha256:a04a6cab47e2166435aaf5b9e5ee41d1532cc8300efdef87f2a4d0acb7db19ed", size = 31643, upload-time = "2026-04-25T11:09:08.153Z" },
-    { url = "https://files.pythonhosted.org/packages/44/36/5454f13c447e395f9b06a3e91274c59f503d31fad84e1836efe3bdb71f6a/xxhash-3.7.0-cp314-cp314t-win_amd64.whl", hash = "sha256:8653dd7c2eda020545bb2c71c7f7039b53fe7434d0fc1a0a9deb79ab3f1a4fc1", size = 32522, upload-time = "2026-04-25T11:09:09.534Z" },
-    { url = "https://files.pythonhosted.org/packages/74/35/698e7e3ff38e22992ea24870a511d8762474fb6783627a2910ff22a185c2/xxhash-3.7.0-cp314-cp314t-win_arm64.whl", hash = "sha256:468f0fc114faaa4b36699f8e328bbc3bb11dc418ba94ac52c26dd736d4b6c637", size = 28807, upload-time = "2026-04-25T11:09:11.234Z" },
-    { url = "https://files.pythonhosted.org/packages/54/c1/e57ac7317b1f58a92bab692da6d497e2a7ce44735b224e296347a7ecc754/xxhash-3.7.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:ad3aa71e12ee634f22b39a0ff439357583706e50765f17f05550f92dbf128a23", size = 31232, upload-time = "2026-04-25T11:10:21.51Z" },
-    { url = "https://files.pythonhosted.org/packages/4f/4e/075559bd712bc62e84915ea46bbee859f935d285659082c129bdbff679dd/xxhash-3.7.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:5de686e73690cdaf72b96d4fa083c230ec9020bcc2627ce6316138e2cf2fe2d1", size = 28553, upload-time = "2026-04-25T11:10:23.1Z" },
-    { url = "https://files.pythonhosted.org/packages/92/ca/a9c78cb384d4b033b0c58196bd5c8509873cabe76389e195127b0302a741/xxhash-3.7.0-pp311-pypy311_pp73-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:7fbec49f5341bbdea0c471f7d1e2fb41ae8925af9b6f28025c28defd8eb94274", size = 41109, upload-time = "2026-04-25T11:10:25.022Z" },
-    { url = "https://files.pythonhosted.org/packages/bd/b1/dfe2629f7c77eb2fa234c72ff537cdd64939763df704e256446ed364a16d/xxhash-3.7.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:48b542c347c2089f43dc5a6db31d2a6f3cdb04ee33505ec6e9f653834dbb0bde", size = 36307, upload-time = "2026-04-25T11:10:26.949Z" },
-    { url = "https://files.pythonhosted.org/packages/e7/f7/5a484afce0f48dd8083208b42e4911f290a82c7b52458ef2927e4d421a45/xxhash-3.7.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a169a036bed0995e090d1493b283cc2cc8a6f5046821086b843abefff80643bc", size = 32534, upload-time = "2026-04-25T11:10:29.01Z" },
-    { url = "https://files.pythonhosted.org/packages/0f/5f/4acfcd490db9780cf36c58534d828003c564cde5350220a1c783c4d10776/xxhash-3.7.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:ec101643395d7f21405b640f728f6f627e6986557027d740f2f9b220955edafe", size = 31552, upload-time = "2026-04-25T11:10:30.727Z" },
+    { url = "https://files.pythonhosted.org/packages/55/97/1a8cebf0a6650417f08a18231590e2515aacd5ce39c3ad8b9e013ebd437d/xxhash-3.8.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:27a9e475157f7315826118e3f3127909a0fe25f1b43d3d3be9c584f9d265f937", size = 34695, upload-time = "2026-07-06T10:43:40.248Z" },
+    { url = "https://files.pythonhosted.org/packages/2f/cf/745b9bc0dd9c341bc074b5fc700db7bbef0f3b69ab21446492296ab37e50/xxhash-3.8.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9b2ce44bf8f4a1d01f418b3110ff8dff32fd3f3e836c0e06333c3725f243fa6c", size = 32376, upload-time = "2026-07-06T10:43:41.97Z" },
+    { url = "https://files.pythonhosted.org/packages/65/a4/8512a901b1d6ad4a9838d1b40385907a879d7e005a5afbec5d39526b69f6/xxhash-3.8.1-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:942bc86e9be6fdd6e1175048f5fe8f8fdaaf2309dd1323ef1e155a69cd346780", size = 217470, upload-time = "2026-07-06T10:43:43.572Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/ad/0ffd8094ea29579bb2dc42fa74d08570e9ea3d95db561e6b1105e69b9ca6/xxhash-3.8.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0204701e6d01f64254e0e5ff4255812b1febe027ddd7dda63372e27f98b5e91f", size = 237799, upload-time = "2026-07-06T10:43:45.248Z" },
+    { url = "https://files.pythonhosted.org/packages/b3/90/783c6b3f9336bd07449fe672be32cef6833633936bbfda8d3b23ee18d202/xxhash-3.8.1-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:7dc4bdf008f77c88d544849c48c1a40faf25a5eff6cc466de2e8edc37c191fce", size = 262587, upload-time = "2026-07-06T10:43:46.733Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/77/ba0316a7c3e661b86830a47ae4987798616ce1b15af8d2a6358e2d89ef60/xxhash-3.8.1-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5c566b123dce7e4867ca518434cdfb9f84e5023771235b2e3107a26c9a41cbd8", size = 238484, upload-time = "2026-07-06T10:43:48.453Z" },
+    { url = "https://files.pythonhosted.org/packages/09/79/33001037c1cba90f4ced38b257161c13452024c0db44208f883e2e47f3fc/xxhash-3.8.1-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:9f23083e1bd9d901f844af7a126727c486e7eada9a1a6791c8f7e73f94fac656", size = 469909, upload-time = "2026-07-06T10:43:50.188Z" },
+    { url = "https://files.pythonhosted.org/packages/45/90/237eded9dd6ae638083294e5a9f77b317aaebd480a330806b39c192a0de1/xxhash-3.8.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:64af54dd1c3a45a27c04942f9a1a4683322bdd127f4745cca4e02549c1d2d2bb", size = 217166, upload-time = "2026-07-06T10:43:51.816Z" },
+    { url = "https://files.pythonhosted.org/packages/0b/6a/8cb439dc9920e1468e1c2d69ef77cbeb4be3b1ae9f4b5344c07a2b59af18/xxhash-3.8.1-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8ea8a141eeced4f6262ab6dd71c681ac546a558c30bb586abe087d814b5f85ea", size = 307593, upload-time = "2026-07-06T10:43:53.436Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/c6/c0607d373c8affea92101a3926c4fc8b026bcf8983e05fd58f3a0380ebf8/xxhash-3.8.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:a98b2f95cab589e0f5e92c48431afb4d56238b8bf6668edcc66166180e9b509b", size = 234702, upload-time = "2026-07-06T10:43:55.042Z" },
+    { url = "https://files.pythonhosted.org/packages/5b/cb/f4cfd456624c1f017858168b7ba9443dad810da8aac779a612658450e827/xxhash-3.8.1-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:1b86ae798a976ccbc1d02af6ccb98f5b4d24756b1f65e995f11d10fe071f486f", size = 265749, upload-time = "2026-07-06T10:43:56.749Z" },
+    { url = "https://files.pythonhosted.org/packages/33/f3/9006669c04b01206e21b2177425c649461ba188930a052c2f1728d6ec6a8/xxhash-3.8.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:81f4ed9ca9644bc95cd976bfe10f7a4cafab8ffdc3aed52877d4600e445be7ef", size = 221992, upload-time = "2026-07-06T10:43:58.12Z" },
+    { url = "https://files.pythonhosted.org/packages/2b/0b/7e6f3eaa05df5e0b6c94aa452b0672801f7031e602081f07fd441aaaaed5/xxhash-3.8.1-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:cb3fe820c27593f170770d6c8d791936cf6275d9269405fbb7b30a55363c10c8", size = 236899, upload-time = "2026-07-06T10:43:59.562Z" },
+    { url = "https://files.pythonhosted.org/packages/da/cc/bbaee4987f3aab1d7b33bb430bb49e940646160af448b9167431c931126d/xxhash-3.8.1-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:7345007c12780985de4fd740148776d1eee18c0d41407c6fa1e48c5450304fe5", size = 297934, upload-time = "2026-07-06T10:44:01.132Z" },
+    { url = "https://files.pythonhosted.org/packages/a7/97/6bee358660eb8b4f73c00b00b00bc616ebde00e1ab4b67c63486ce360648/xxhash-3.8.1-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:12eaeaa9ab8b9e6033a1fa5f6b338aaf55ff4df4bee11b59fd6ee03b19186ee4", size = 439315, upload-time = "2026-07-06T10:44:02.878Z" },
+    { url = "https://files.pythonhosted.org/packages/c6/50/7e35275f39256bedace0c3cd5be3c72d4ac9d5aecf5e5fdc3530337cd263/xxhash-3.8.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:e2a845687219ba3214126f14a8a5861f97c9e065a7d0b8252adb6df13eea86fb", size = 214038, upload-time = "2026-07-06T10:44:04.504Z" },
+    { url = "https://files.pythonhosted.org/packages/59/2d/69d02d096ee50bdf3ef0d208d874f52c71b1aa6906066bce3c52fedb8bc6/xxhash-3.8.1-cp310-cp310-win32.whl", hash = "sha256:656256c9f9303e47f07d5cb8ae4468285370adfafd7ba48aea33a458e7697626", size = 31939, upload-time = "2026-07-06T10:44:06.213Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/1d/e06fca9844919ca91c6587d530cfa1e745830ec73ad38f44f04b25d1bfb7/xxhash-3.8.1-cp310-cp310-win_amd64.whl", hash = "sha256:27cfc2f1ed76f956f36dfe0c56e5f5a3e94cd91eb78b893f63e2ef2ae404fcdf", size = 32729, upload-time = "2026-07-06T10:44:07.621Z" },
+    { url = "https://files.pythonhosted.org/packages/8c/c2/800648d99039927b5a86d8ae02cd86a556a5ee1678d388216f6b44c8966c/xxhash-3.8.1-cp310-cp310-win_arm64.whl", hash = "sha256:c85949d02c85adf6d786eb94858e124989a632a4e65739835b2fc5761827fac3", size = 29215, upload-time = "2026-07-06T10:44:08.916Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/5a/05eaa129555f85476a3e16ff869e95f81a78bbe4647eef9d0229f515a317/xxhash-3.8.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:602efcad4a42c184e81d43a2b7e6e4f524d619878f2b6ee2ba469011f47c8147", size = 34699, upload-time = "2026-07-06T10:44:10.14Z" },
+    { url = "https://files.pythonhosted.org/packages/80/59/0df1133958b2228929355e022aab1e958c7b2c43e27bf7f59bc9edfa8a54/xxhash-3.8.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:131324f719957b988861714de7d6ddf57b47abec3b0cc691302ffeaba0e05e10", size = 32373, upload-time = "2026-07-06T10:44:11.353Z" },
+    { url = "https://files.pythonhosted.org/packages/3e/bf/1cfda5b5e6bf26617812b4a31662ef2220d2ad04e0a55b8ff9eb36e56a5c/xxhash-3.8.1-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:db77278a6eddadbf44ce5aae2fee5ebb4d061f026b1ce2130d058cd4d7a7b670", size = 220284, upload-time = "2026-07-06T10:44:12.683Z" },
+    { url = "https://files.pythonhosted.org/packages/70/93/45dc0ad7913b69e5b08bd039236cf628380e4c9cc76a8a4c6625a328e058/xxhash-3.8.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1c332dd48b8cb050da2bb2a3c96d72b1664168650a250ef9718e423df7989e05", size = 240980, upload-time = "2026-07-06T10:44:14.297Z" },
+    { url = "https://files.pythonhosted.org/packages/e9/02/f28ba7d17f2c1410ee397982c817ab1bd5b2701070c2d2c373539aad000a/xxhash-3.8.1-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:a5cd96f6dcdf4fa657b2d95668d71d58455248f98712ecffaa9c528edf40ccae", size = 264526, upload-time = "2026-07-06T10:44:16.017Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/d0/f10651cec2c7981b20d693deae6bdfc438427d92be2db4ccabb6181f0021/xxhash-3.8.1-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c959f88160b13b4e730b0d75b459b7929fc0d2225c284c9683ac95d6feeeac6a", size = 241369, upload-time = "2026-07-06T10:44:17.698Z" },
+    { url = "https://files.pythonhosted.org/packages/ff/40/136e0cbaf5db51e191423b1c98643593189f02b6cd90837bf64b19113d70/xxhash-3.8.1-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:027dee4355f3fcc41481650d846cf6cfc895c85a1ab7acd063063821a0df5b4c", size = 473186, upload-time = "2026-07-06T10:44:19.354Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/3f/6aa808a96bdc43dba9a740dec56c744526ee3c0019e32c75e810fa90ae4d/xxhash-3.8.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ad52a0e4bcc0ba956a953a169d1feec2734a64981d689e4fc8f490f7bf91af60", size = 220092, upload-time = "2026-07-06T10:44:20.956Z" },
+    { url = "https://files.pythonhosted.org/packages/47/28/a8675e78a9ced96dab853416162268e10e05b452e95db7888cf69f58ac5f/xxhash-3.8.1-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:5d3dfb1f0ff146da7952867a9414f0c7a29762f8825a84879592612fd6139342", size = 309846, upload-time = "2026-07-06T10:44:22.543Z" },
+    { url = "https://files.pythonhosted.org/packages/89/0f/7fe4d4ef4e69f0033e012396ee2a115886bca7b10b7e45ce398626436bfc/xxhash-3.8.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:4482380b462ca9e59994d072a877ecadd1cf51102daeeab2db696f96ab763723", size = 237659, upload-time = "2026-07-06T10:44:24.135Z" },
+    { url = "https://files.pythonhosted.org/packages/38/8f/83e9e31d4ed57fe963b99cb5b13a23e3e0f0dad1885aa0ebd2a7819dd423/xxhash-3.8.1-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:950ac754d16daea42038f38e7465eb84cda4d08d7343c1c915771b29470f065a", size = 268737, upload-time = "2026-07-06T10:44:25.875Z" },
+    { url = "https://files.pythonhosted.org/packages/57/79/7e7de46dbe5d1f49afc96a0bc42e6b8df24eae3d6bad6007b99e42f48430/xxhash-3.8.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:0418ec8b2331b9d4d575fc9284427e8e69449d7172e99e1a86fcdd1f51a0a937", size = 224955, upload-time = "2026-07-06T10:44:27.777Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/34/b8540839e958d5ef5c6101af6f16032109e7099698ae8edbc8dcefe4d8f4/xxhash-3.8.1-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:32a94ad2763e0263d9102037d349002c3d3c401e42770542c3eeb4801f311661", size = 239653, upload-time = "2026-07-06T10:44:29.422Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/87/a735d05f7f859354acadabe470ff40e2c46672275f96dcf096a761904def/xxhash-3.8.1-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:89b11a5cdd441aa463f6d34ca0241602bc09b001a76994b6059828494108c673", size = 300213, upload-time = "2026-07-06T10:44:31.401Z" },
+    { url = "https://files.pythonhosted.org/packages/98/31/3e1cb020237b68117fc212dc5f9753b87f865b4dfee7c1ce62d0836955b5/xxhash-3.8.1-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:09a204dd4bb0823daf938cdd0dc8057d5f1e14fe3cbde929424255f23f9de872", size = 442508, upload-time = "2026-07-06T10:44:33.023Z" },
+    { url = "https://files.pythonhosted.org/packages/23/bf/f80090622141cc734b039ce1d15ce3ff6dced375e9680249bf5b9b8c6bf9/xxhash-3.8.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:e710ad822c493fb80a4fbc1e3d0a807b1422cb90adbe64378f98291b7fa48fef", size = 216853, upload-time = "2026-07-06T10:44:34.983Z" },
+    { url = "https://files.pythonhosted.org/packages/a6/a3/60157acecc307b238d3651c2483168e224b48b23a36ae6d6903588341d80/xxhash-3.8.1-cp311-cp311-win32.whl", hash = "sha256:5013be3bea7612852c62a7437f3302c1cfb91ca7e703b194459db0b2b2e0d792", size = 31936, upload-time = "2026-07-06T10:44:36.542Z" },
+    { url = "https://files.pythonhosted.org/packages/59/5c/ef70c418d878d187b8da56d4cdc06aea6cf5e456b301e96e51e1d2cc8625/xxhash-3.8.1-cp311-cp311-win_amd64.whl", hash = "sha256:f377012b86c0a23a1df0cf5a1b05aa7187649e472f71c7892e5f2c2815bbe74f", size = 32724, upload-time = "2026-07-06T10:44:38.177Z" },
+    { url = "https://files.pythonhosted.org/packages/2c/25/f008db952cec6b2a26445b456eeed2ebebd65e08e848ebe09ed6ac0634e6/xxhash-3.8.1-cp311-cp311-win_arm64.whl", hash = "sha256:836f11d4474d3228e9909d97216faa4f7505df41cfaf3927eb29809de785a78d", size = 29212, upload-time = "2026-07-06T10:44:39.577Z" },
+    { url = "https://files.pythonhosted.org/packages/42/91/f65c34a7aa7b4e7cf4854f8e6ef3f7ee32ceac41d4f008da0780db0612f6/xxhash-3.8.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:e6e49370822c1f4d8d90e678b06dbcb08b51a026a7c4b55479e7d467f2e813bc", size = 34680, upload-time = "2026-07-06T10:44:40.932Z" },
+    { url = "https://files.pythonhosted.org/packages/57/04/b10a245a4c09a9cfa88f8e9ae755029413ad1ac17047f9a61906e5ae0799/xxhash-3.8.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:220d68130f83f7cc86d6edfdeab176adc73d7200bf3a8ec10c629e8cf605c215", size = 32397, upload-time = "2026-07-06T10:44:42.196Z" },
+    { url = "https://files.pythonhosted.org/packages/3a/75/45ab795b5945b6388583bd75202106af505537935566c15a1577797a0e08/xxhash-3.8.1-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:4d365ee1892c1fa803536f8c6ce21d24b29c9718ec75eb856095c07830f8c478", size = 220549, upload-time = "2026-07-06T10:44:43.603Z" },
+    { url = "https://files.pythonhosted.org/packages/13/44/5ba2bd0a14ddf4193fc7d8ec29625f659f22c06d60b28f04bf46305d8330/xxhash-3.8.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:852bfe059720632e2f16a6a4745e41d20937b2bf2a42a401e2412046bb6971cc", size = 241186, upload-time = "2026-07-06T10:44:45.534Z" },
+    { url = "https://files.pythonhosted.org/packages/23/32/c4147def4d1e4538b906f82731e0ba23424377fc50a7cddd03cd284c8f63/xxhash-3.8.1-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:2f8c25a7061d952de589bd0ea0eaadee32378ff83dd6a677b267f9cd86f401f8", size = 264852, upload-time = "2026-07-06T10:44:47.199Z" },
+    { url = "https://files.pythonhosted.org/packages/6c/bd/71ed14f4f0318bb7fd7b2ec51999413487fa8da8d41208e84d50d1ef0f98/xxhash-3.8.1-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:868a8dcaff1a84ba78038e1cef14fc88ccf84d9b4d12ea604696e0693296aa56", size = 242663, upload-time = "2026-07-06T10:44:48.846Z" },
+    { url = "https://files.pythonhosted.org/packages/91/09/70af22c565a8473b3f2ae73f88e7721af281bc4a575236dbd1970c9f76f6/xxhash-3.8.1-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6536d8677d2fff7e64cd0b98b976df9de7aee0e69590044c2af5f51b76b7a170", size = 473510, upload-time = "2026-07-06T10:44:50.695Z" },
+    { url = "https://files.pythonhosted.org/packages/18/96/34db781c8f0cf99c544ca1f2bc2e5bf55426e1eb4ca6de8ea5da56a9f352/xxhash-3.8.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:82c0cedd280eab2e8291270e6c04894dbc096f8159a39dcf1807429f026ca3cc", size = 220469, upload-time = "2026-07-06T10:44:52.422Z" },
+    { url = "https://files.pythonhosted.org/packages/93/5f/9a184f615fa5a4dce30c01534f62946ce5a11ce40f73785cbd356ccabaa9/xxhash-3.8.1-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:daa86e4b68221d38e669bb236ba112d0335353829fb627c82e5909e4bbe8694c", size = 310290, upload-time = "2026-07-06T10:44:54.142Z" },
+    { url = "https://files.pythonhosted.org/packages/a9/dc/9b9a9789011ee153723a5eb9e7dd7fcbae2ba9b3fe7a729249ca7c252056/xxhash-3.8.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:2bc7113e6f2b6b3922dd61796ca9f36af09da3773898e7003038dc992fc83b8d", size = 238173, upload-time = "2026-07-06T10:44:55.693Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/4d/71c6005ada9dcb608a4e1902e8475ecadb5f3fbfa04e1e244d276a2d0c43/xxhash-3.8.1-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:5eed32dad81d6ba8e62dc7b9ffa0500199385d7810a8dd9d4eafaceb8c6e20bb", size = 269026, upload-time = "2026-07-06T10:44:57.424Z" },
+    { url = "https://files.pythonhosted.org/packages/2f/87/d6c036ba25dfbd9c8633be5aa86fc9474bbb9e2c68212a841d090abe7344/xxhash-3.8.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:83697b0ea1f10e7f5d8b26a4906fa851393c61546c63839643a2b7fe2d868061", size = 224970, upload-time = "2026-07-06T10:44:59.085Z" },
+    { url = "https://files.pythonhosted.org/packages/48/62/4c1f035a41c5752aa05e195b6c904c07b94fe9061a16de61e72a6e6b135f/xxhash-3.8.1-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:36fc69160465ae75c6ec4ac9f781bb2aa16ae7ff869e73c26fee85fbb11b9887", size = 240820, upload-time = "2026-07-06T10:45:00.746Z" },
+    { url = "https://files.pythonhosted.org/packages/da/14/d39d565069b87e86d21a2af2a31d04db79249d25aa8d5b62959056a89857/xxhash-3.8.1-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:445e0f5a31f2f3546ae0895d4811e159518cdc9d824c11419898d40cfadb677e", size = 300619, upload-time = "2026-07-06T10:45:02.716Z" },
+    { url = "https://files.pythonhosted.org/packages/13/22/75467acc887edc8cf71c97ab1708feb3df7a88bda589b9f399765c6387d2/xxhash-3.8.1-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:dfe0580fbfd5e4af87d0cc52d2044f155d55ebd8c8a93568758a2ea7d8e15975", size = 443267, upload-time = "2026-07-06T10:45:04.653Z" },
+    { url = "https://files.pythonhosted.org/packages/a4/b6/1da3baa5fa6ef705e3425fddd382be7dfc4dfba2686df90a20f16e9c7b1b/xxhash-3.8.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:095e1323fa108be1292c54c86da3ef3c7a7dc015b105a52133973bc07a6ad11a", size = 217338, upload-time = "2026-07-06T10:45:06.304Z" },
+    { url = "https://files.pythonhosted.org/packages/78/dd/b5295a9f97484e7a1c2b283a742ca45e3104991c55a1ef670dde161829ba/xxhash-3.8.1-cp312-cp312-win32.whl", hash = "sha256:bf28f55e427e0483acb1f666bd0d869b6d5e5a716680c216ad7befe3d4cfba2e", size = 31970, upload-time = "2026-07-06T10:45:07.823Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/31/3fa0b807d7e21515cd975e7fe5c039d52ac3e9401a96d6ad68dae6305215/xxhash-3.8.1-cp312-cp312-win_amd64.whl", hash = "sha256:2256e80e4960ee282f63428adb349cb7f8bd8efe4db770d88eb815f4b9860724", size = 32741, upload-time = "2026-07-06T10:45:09.42Z" },
+    { url = "https://files.pythonhosted.org/packages/b8/05/86feada74e239600e6875aa507afb40482a89b92700aa74a92da83bdcb77/xxhash-3.8.1-cp312-cp312-win_arm64.whl", hash = "sha256:9df56e6df96a60590935e22373041cccc91fd55858763dcffb55bf63b3a2b396", size = 29234, upload-time = "2026-07-06T10:45:10.809Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/8c/446bb782cd0d27007a917b5569a08dd73219c3e8d6e459014db104b27bdb/xxhash-3.8.1-cp313-cp313-android_21_arm64_v8a.whl", hash = "sha256:3c682fcd96eb4bf64be32a4d95f96107e1588005831bd8a741b324fdda01b913", size = 38562, upload-time = "2026-07-06T10:45:12.425Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/ec/c0c45627eaa6be7a5d6117423adf8f7a15b17ee74b4b17072cca5959a225/xxhash-3.8.1-cp313-cp313-android_21_x86_64.whl", hash = "sha256:036a024d8b9c01f70782e09ed98d532e76fd23f950ae7154bd950fe94e90ebec", size = 36656, upload-time = "2026-07-06T10:45:13.932Z" },
+    { url = "https://files.pythonhosted.org/packages/f6/94/8324c04cc7597154caaeba6c094e01fbd2e7601d01e7a13eea9f5420e77b/xxhash-3.8.1-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:d6a5c0bce213b23b0166fe0d35bcbbe23ce4b968f257cc7eb6fd57cb8e1e6297", size = 31169, upload-time = "2026-07-06T10:45:15.687Z" },
+    { url = "https://files.pythonhosted.org/packages/40/a4/beb6bb26e1184e126dbe7a5682330214ef54dcfbf882078aa9f4b5428d42/xxhash-3.8.1-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:5177aa44eddaa97c6ef0cc00c6d540edb64d51781d2f8fb941612ec61a92c9ed", size = 32177, upload-time = "2026-07-06T10:45:17.035Z" },
+    { url = "https://files.pythonhosted.org/packages/56/0f/fc4c92a5a528f839b34b6419b2e53c8597f2a629d5a1f5d721f65bfa1fd6/xxhash-3.8.1-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:7801b7223db017b9c0c9ccf37e44524edb35a1544a1c032add22c061c6af0276", size = 34642, upload-time = "2026-07-06T10:45:18.39Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/58/edbfb141d4000767ac6a9694f8ac0763e2c2e983e65c9e31620ba56e2667/xxhash-3.8.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:9e80238259655bf69d7bcd08226a970d7f42605f3157786bfa76dd13472d7fa0", size = 34684, upload-time = "2026-07-06T10:45:20.033Z" },
+    { url = "https://files.pythonhosted.org/packages/07/3f/5072f1f0f5714186f0ac2a0b5a4929ce30d4b845e94886b6c01b6ebda0be/xxhash-3.8.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bcab50a389cc04d87f90092af78a6adba2ab3deca63175a3344ca83514045315", size = 32401, upload-time = "2026-07-06T10:45:21.414Z" },
+    { url = "https://files.pythonhosted.org/packages/49/c7/802ea2f9c2ed59219934d6d65c470d502b1788043eae277a52af8658bda6/xxhash-3.8.1-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:a2489d3a776fa380cb8e71f54c7fda268a9baf3de9b1395093fd280f95735907", size = 220617, upload-time = "2026-07-06T10:45:23.234Z" },
+    { url = "https://files.pythonhosted.org/packages/99/a8/e10488efd31fcb13fcd6acbc6e788f10c6f8e3a0cc4ae3eb89dc19c55a12/xxhash-3.8.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:32ab1e5432690276e71192be7401b55f96db2d0eedea5d44eb1f164505669cc0", size = 241295, upload-time = "2026-07-06T10:45:25.364Z" },
+    { url = "https://files.pythonhosted.org/packages/18/cc/14180b17d44892a631f8ae7323c30bfbb1328efc8209e528a480293528ac/xxhash-3.8.1-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:b30e01a0b97a4bc3f519a4d7a82da3dc53251fb0de5eeea8660dcd4ff094c0c2", size = 264688, upload-time = "2026-07-06T10:45:27.09Z" },
+    { url = "https://files.pythonhosted.org/packages/a9/72/a14019d0c5f6c41ee407a503036ae32787c91325ca218a96a9b5627be651/xxhash-3.8.1-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:1f44275ddb0978b67a58a951501903f04d49335a91f7681c9ce122ecb8ccb329", size = 242740, upload-time = "2026-07-06T10:45:28.753Z" },
+    { url = "https://files.pythonhosted.org/packages/68/08/92550e556c6fcfcb96c6a336945eb53a431ed43120ed749636debb16c5cf/xxhash-3.8.1-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:e3b87cbd974512c0c5fc7b469c36b2cdc9ee6d76e4ec78bccb2c7184611c49b0", size = 473599, upload-time = "2026-07-06T10:45:30.524Z" },
+    { url = "https://files.pythonhosted.org/packages/29/83/e361d3c1acd1b21e1d489616de6fa4aaf843365d8179f612e3743eac20a9/xxhash-3.8.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:98ee81b4b7f3023c9cb04a78cc67610baffcb5812d92f2096cb5a5efc6f19437", size = 220559, upload-time = "2026-07-06T10:45:32.979Z" },
+    { url = "https://files.pythonhosted.org/packages/05/01/006a4243c2c2a6831827f9999f6d1c23feeef100eb023c1f886022a00bf3/xxhash-3.8.1-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:2666f059a1588a99267e33605365ed89cea92f424b3522806a9f4bd8ad2e3d62", size = 310383, upload-time = "2026-07-06T10:45:35.875Z" },
+    { url = "https://files.pythonhosted.org/packages/d8/20/af388e8bf9f9a0f89eeef7d2a1935d176ee1c20bc6adeda05035879379cf/xxhash-3.8.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:b0093cf7eeb91b84776e8742113afa4bdf47533d36cf719179aaaf1f56f6f8bf", size = 238228, upload-time = "2026-07-06T10:45:38.02Z" },
+    { url = "https://files.pythonhosted.org/packages/63/6b/4666579a87eebd1744663c404297355fa0658617b015cedfa58810ee7036/xxhash-3.8.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:3a800912a2e5e975d4128969d645c4a2a80aa886ccd6c9b1c6f44529e327e8cf", size = 269137, upload-time = "2026-07-06T10:45:39.954Z" },
+    { url = "https://files.pythonhosted.org/packages/de/d3/e963a8a46f900a137d91b02144d8ea07a8f812971b138204a3b2f8b8e55c/xxhash-3.8.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:0fe37f72a207223d22a4eddc3149d4298993385aa9daef25c039246ca5a309f3", size = 225068, upload-time = "2026-07-06T10:45:41.718Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/80/9d181dbcde4b0fe48375f48833a5832d4b8cd2b349b15110c92ee472d874/xxhash-3.8.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:5db43f249b4be9f99ef4b967863f37094fb40e67effafb78ba4f0356b6396104", size = 240874, upload-time = "2026-07-06T10:45:43.414Z" },
+    { url = "https://files.pythonhosted.org/packages/39/15/ce3ab5a1cd27ead25a5196e55a7284220f6ad6e316da494ffd900b2b600f/xxhash-3.8.1-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:c4ed42965c2cd9081f011be22f69d0e65d3b6165fe7734072fd0c232840bbd4e", size = 300702, upload-time = "2026-07-06T10:45:45.135Z" },
+    { url = "https://files.pythonhosted.org/packages/96/c0/2281a8ab5f2a62dbf57a23c58a01ccc1d98abf40f71193c8a81f59e759b5/xxhash-3.8.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:3557bec8fcb11738a8920eeb68974bc76b75262f6947998d3147954ce0a4b893", size = 443351, upload-time = "2026-07-06T10:45:47.188Z" },
+    { url = "https://files.pythonhosted.org/packages/81/2e/071a58c1a53a52d4f7a3aa0987be0c396dffd40da8204805fe1b130a81f4/xxhash-3.8.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:00de40f3b42240db23a82a5c682b55d7263d84a26a953240c1aee463409660e3", size = 217396, upload-time = "2026-07-06T10:45:48.925Z" },
+    { url = "https://files.pythonhosted.org/packages/68/44/36ab58134badd9d3433fc7b53c4ca8d113d8e807782885628640f8297a4d/xxhash-3.8.1-cp313-cp313-win32.whl", hash = "sha256:b5196cc2574cfec572a5f3fb7cfa5ade27305ae3d06516a082132441aff4c83a", size = 31974, upload-time = "2026-07-06T10:45:50.591Z" },
+    { url = "https://files.pythonhosted.org/packages/96/2a/2a0b84798448e766f7b89ceed073cb0cb5a43fc9ebbacbdea74a38de18e3/xxhash-3.8.1-cp313-cp313-win_amd64.whl", hash = "sha256:538f5f865df6cd8c32dd63158a0e5b4f5dd08d732a7da8b7228a5a0776c8ce55", size = 32739, upload-time = "2026-07-06T10:45:52.221Z" },
+    { url = "https://files.pythonhosted.org/packages/d4/60/bb51dbf7c363ff88a7cbd50b7959718219577ef44d7cf255929ffc4a2194/xxhash-3.8.1-cp313-cp313-win_arm64.whl", hash = "sha256:a6617f30641ba0d8baa1635fbefb1dffc5165ec36d26921bd5cee13497cd937a", size = 29239, upload-time = "2026-07-06T10:45:53.714Z" },
+    { url = "https://files.pythonhosted.org/packages/56/d3/827ca123c2ee5443a6aaed3c5dd199237dc2f010e2bebd7ec09ef36f3a5f/xxhash-3.8.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:bfcd82852c62a60e314670a9602de354c4460f8adad916e2e42a20860c7870bc", size = 34964, upload-time = "2026-07-06T10:45:55.535Z" },
+    { url = "https://files.pythonhosted.org/packages/05/67/67ae2a3ccdeb8b8ef025d35aee9edd1d26c3abe5051d47da9286232afbf8/xxhash-3.8.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:08ea2081f5e88615fec8622a9f87fbe21b8ea58d88cfc02163ca11026ee62a92", size = 32697, upload-time = "2026-07-06T10:45:57.288Z" },
+    { url = "https://files.pythonhosted.org/packages/38/5a/3d3994346e1f45493679cb5c1ffc2bf454e410e9d1e8a662d253becee91e/xxhash-3.8.1-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:2e32855b6f9e5b18f449e59d45e3d5778bdeb660632ef2693cca267a11246c75", size = 225954, upload-time = "2026-07-06T10:45:58.897Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/2c/53169270309b7cd8e05504e07fe123bac053b89d00ac63617faacf0a2ec0/xxhash-3.8.1-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a6e088bd7870775624256a0d84c2a6714afd223b2eeb56b0ca58398e52a32fda", size = 249776, upload-time = "2026-07-06T10:46:00.977Z" },
+    { url = "https://files.pythonhosted.org/packages/70/e0/5c551d8d592f944506f7c5185e210255c15e672a3c6008c156a1bd9b775e/xxhash-3.8.1-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:72eb5ae575cc7ae2b23f6f8064a8b10f638c7149819ae9cc6d20ebd4d37a1629", size = 274776, upload-time = "2026-07-06T10:46:02.869Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/2a/d3a762270cee2d7bcd0e25e28c623e5f3f5c0dc637b66e3e47dd5b0bb3f0/xxhash-3.8.1-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:d0b48cdf690a64cedf7258c3dc9506cc41fc86edd7739c40e3098952265dc068", size = 252056, upload-time = "2026-07-06T10:46:04.688Z" },
+    { url = "https://files.pythonhosted.org/packages/c1/8f/b78e4373b2cb6d1c42af60ea2d7e9146ad0710b239ac7f706d5d31d5bb98/xxhash-3.8.1-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:fb9e256a357dfcede7818c6d34e70db2d6b664394803d1de4b6984d2de76c0f1", size = 482108, upload-time = "2026-07-06T10:46:06.498Z" },
+    { url = "https://files.pythonhosted.org/packages/e6/0d/642d923336ea61a15f8ce64fc7e078729e6e06c3a026e517fa79b2c23b7a/xxhash-3.8.1-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:51f71a6e2ad071e70c937e41fcb6c19f82c3f9f49831eba850ed4a106ffbb647", size = 226739, upload-time = "2026-07-06T10:46:08.598Z" },
+    { url = "https://files.pythonhosted.org/packages/a6/0a/a37d6da6427d45a8d23e3ee3a0ca9c9d4a90364849c6637fe2963a755f9b/xxhash-3.8.1-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e4a6443968c4e8dc69967e12776776a5952c119cc1bd94168ad1c5ad667c2be1", size = 319658, upload-time = "2026-07-06T10:46:10.504Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/51/ebbd40da8a3f1bc53b4b7a9a87f8e28bd95c5f21bc14b8a57860cf367d1b/xxhash-3.8.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:714503083a1f2065c9ad15340dd49ac8a8e948a505a705ffa1750cb951519113", size = 246059, upload-time = "2026-07-06T10:46:12.634Z" },
+    { url = "https://files.pythonhosted.org/packages/24/4c/d9014030147e1f0bb26e7da47aa240dd9ec61c763c573e558111d869f8e1/xxhash-3.8.1-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:77f74e45a1e5574bbbf80181c8027b3a4c65c2248fffbd557bd596fff13102f9", size = 275535, upload-time = "2026-07-06T10:46:14.614Z" },
+    { url = "https://files.pythonhosted.org/packages/84/86/caee2db41fadcd5a25aa4323213f9afec5a8586d4e419241e3d659362bd7/xxhash-3.8.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:4e0e1b0fb0259c1b75d1251ac0bb4d7ab675d36f7a6bf4ba6aa630dae94f9ffa", size = 231292, upload-time = "2026-07-06T10:46:16.452Z" },
+    { url = "https://files.pythonhosted.org/packages/0b/60/f52f08bcdc904c4514ea5c25caa19e9f3214144434a6ff96dc82dc1cbddd/xxhash-3.8.1-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:10e4393ec33633c2f05ad01869e546ad080b1a18f2650503731f153774608b31", size = 250490, upload-time = "2026-07-06T10:46:18.318Z" },
+    { url = "https://files.pythonhosted.org/packages/24/a0/94dc7ae310838f250669c6ad7168e6d6fca17d49dac1053f06dc232c4a56/xxhash-3.8.1-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:b3ba794c3d885803db6c3116686923f1ec13bc86e621e169a375282b63ea1cc6", size = 309861, upload-time = "2026-07-06T10:46:20.503Z" },
+    { url = "https://files.pythonhosted.org/packages/8b/f9/adeead7d0eb28cdfc2832544ea639ffbc6749ccde47a8e228d667459182e/xxhash-3.8.1-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:57189a69c0891e4818853feaa521c972d22c880a001453addea015f48e3c3398", size = 448739, upload-time = "2026-07-06T10:46:22.79Z" },
+    { url = "https://files.pythonhosted.org/packages/04/a4/22ec0e07db57d901c9298ae98aa3cf2be45bafded6f07c13131e85b89032/xxhash-3.8.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:d59e71153fe9ff85648d00e18649b07e9b22c797291abb7e27274fa06df8b838", size = 223657, upload-time = "2026-07-06T10:46:24.831Z" },
+    { url = "https://files.pythonhosted.org/packages/94/32/8a9531f37b59e5a013003db7cb7414baf4ce7e0e1268e0d5947cd3d6a2df/xxhash-3.8.1-cp313-cp313t-win32.whl", hash = "sha256:5b96f0024e9840f449bd91b2d005c921a4b666055a0d1b6492463799f32aae22", size = 32377, upload-time = "2026-07-06T10:46:26.86Z" },
+    { url = "https://files.pythonhosted.org/packages/e7/ab/2ca45fd7f671de5f81fc297ef1c95080b40c86ec6be0cc6034b8f7707ac8/xxhash-3.8.1-cp313-cp313t-win_amd64.whl", hash = "sha256:37d5a56c36dcc0b9a87b814cd992598d33863ff683749de6c86081f278d5e629", size = 33274, upload-time = "2026-07-06T10:46:28.39Z" },
+    { url = "https://files.pythonhosted.org/packages/5a/54/20d7163463ddb6438b73a427d1655a77a502cf9b9b0c3ada3599629d9c0a/xxhash-3.8.1-cp313-cp313t-win_arm64.whl", hash = "sha256:6696c8752aded28ff3b16f33ef28ce28fb5d209b80c206746f943199fcf5fd65", size = 29375, upload-time = "2026-07-06T10:46:29.962Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/8b/df2ba04f22a6cd6b39f96a6577329a8471a55c90ef8d8e2f7c102363613f/xxhash-3.8.1-cp314-cp314-android_24_arm64_v8a.whl", hash = "sha256:9db455cb649dcfe4504d6d68a6d83a7315a99a3ca59871dc3ff840671f99adba", size = 38430, upload-time = "2026-07-06T10:46:31.496Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/4f/6a059e8ad3ca8deedc91dfe335b211204900895152212c03ebbe721de68b/xxhash-3.8.1-cp314-cp314-android_24_x86_64.whl", hash = "sha256:affb37f152e55b5e4494bb9d0107f7bb08515c6704fbed82d9f61214d74adc17", size = 36558, upload-time = "2026-07-06T10:46:33.078Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/95/40be178205acce092ae418feb20ac737b32a02c7b864926ed0717354c9f8/xxhash-3.8.1-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:460261045936975193bfd20549a0de1cd52a33b405cbb972f0d80940c42266cd", size = 31181, upload-time = "2026-07-06T10:46:34.793Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/89/2da4dbf051bafa156c0e3f12012db2b0ac3b84ff37ca1f021f6bfffcdfbb/xxhash-3.8.1-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:38c887aedb696ef8bca19983206d270848558cfae4a91afa6a2fb05dde58ffc5", size = 32192, upload-time = "2026-07-06T10:46:36.393Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/4e/e000bbae3566bc8e0be771a8a0f294aa99075e3f0bc4ef43922ebffdebc8/xxhash-3.8.1-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:594131ce1aad18db3689781f806db1b065cdaa04f4df36b4c038d2013aefd0bf", size = 34691, upload-time = "2026-07-06T10:46:38.1Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/4a/ea954aacc7d1c8711880ac2b55da94429a9b4296b151c4fc0966549ca1ee/xxhash-3.8.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:78c794b643d214f1522e7a288bcf5a2de120d26cd170516749a4009dc92722c9", size = 34807, upload-time = "2026-07-06T10:46:39.647Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/29/df598e738ff37558ac627264deb2e560902d9bf7f46d3bd5175c9eee593e/xxhash-3.8.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:af0c9fedc4a2c24e8664953882fe8185f3790b8338c9c700f76f5ad660817711", size = 32410, upload-time = "2026-07-06T10:46:41.359Z" },
+    { url = "https://files.pythonhosted.org/packages/59/9c/81ab40e7d33ada0b3df5d1bc884894d15dbf4f805cd645b685e4606bb8e0/xxhash-3.8.1-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:115772daeb71b2f3b9381177017f53e6cf3f3439c840737fdabd21aba6e54920", size = 220564, upload-time = "2026-07-06T10:46:43.463Z" },
+    { url = "https://files.pythonhosted.org/packages/fd/6f/62ae6f5c8606320a0e2a41c2dc8c6d91cc5d63d0f84dd9582e9543779dd8/xxhash-3.8.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:000435984a0469b0f822fe76f35bddea0f96a4d6521b3339a60a6428cdee1edc", size = 241462, upload-time = "2026-07-06T10:46:45.509Z" },
+    { url = "https://files.pythonhosted.org/packages/15/a1/9c3a0ec6cb524396f551eddd102a76690a795494eb9784fc67542b0daa37/xxhash-3.8.1-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:2f1c68394818e0595569c2ff3cbc1e6d5a36a434e796f5c526b987b80c8a8c62", size = 264491, upload-time = "2026-07-06T10:46:47.655Z" },
+    { url = "https://files.pythonhosted.org/packages/64/f2/700a4674e4308eb59d2fdb973977e82eae231bea5044753fee5c9eec0e0c/xxhash-3.8.1-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:46b39976d008e2a845758650f0ff7136bca004f40da0c8798bd37ac37860154f", size = 242905, upload-time = "2026-07-06T10:46:49.857Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/8a/72d9874375c8d4cbc64a8cd1d659d5695a8765c3db82efa82dc5bd9f14d0/xxhash-3.8.1-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d5006c65ec507a333479e76e00e2c368781f16c24ededa764763956b32a0e93e", size = 473873, upload-time = "2026-07-06T10:46:51.953Z" },
+    { url = "https://files.pythonhosted.org/packages/03/f0/6db07590ed7e0a77f186ef0bcea8d52553bf1ba57833e09467a2411f0f2d/xxhash-3.8.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c31a2649bcf1fe97cf11c79848d761df33ac46b3896942d31b640557b486ff6b", size = 220765, upload-time = "2026-07-06T10:46:55.41Z" },
+    { url = "https://files.pythonhosted.org/packages/8f/10/00d12d8b8beabbf49a8bbc626fb9f40445145a8887eb41a6acfb69149ac4/xxhash-3.8.1-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8f759eed402448c2bdbb492e4fba1f20668ffe29688605ea61f0f67f9e4e386d", size = 310478, upload-time = "2026-07-06T10:46:57.729Z" },
+    { url = "https://files.pythonhosted.org/packages/1f/f9/12a82394eefb0f185d15a7f7b9f627c61c475a72dd83718436a5b84b42ac/xxhash-3.8.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7b5f97ecfede10d5b2870383620e2d25c8561e217c7bf9081073802b54248d2b", size = 238393, upload-time = "2026-07-06T10:46:59.87Z" },
+    { url = "https://files.pythonhosted.org/packages/20/f3/53f963e320b9ce678337aa7273f39ce692ded8b99e3d22a866ec722159ab/xxhash-3.8.1-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:1da930bbcac3e8fbe2191850e2abb57977a99348c12c4b385e1058ac1b0a9ecc", size = 268704, upload-time = "2026-07-06T10:47:01.806Z" },
+    { url = "https://files.pythonhosted.org/packages/0a/50/5b5badbd87c82d9f9b5f58ac74a3f29ef08f6fc387b324b8fd482450b862/xxhash-3.8.1-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:747476436f6891b9773374ce8d48edcc8b12cb5b61b67c6fb6289633747d088f", size = 225015, upload-time = "2026-07-06T10:47:03.784Z" },
+    { url = "https://files.pythonhosted.org/packages/30/93/3ca68265afe7b4e69435e08a7b6a1d9d0f2a071e889da1f8041ed00fe878/xxhash-3.8.1-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:4ef09bbc2519a93cd0f95f2ceb5f7b85919dffea643278e02362bf40e3c4bed1", size = 240951, upload-time = "2026-07-06T10:47:05.816Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/a6/27e19670c40f46b5e76e11f2f4713d21054804568425d870670e757172ad/xxhash-3.8.1-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:a5eed9d41995a83f3332b4e3396abb7f433cac584222bd7e305b606d8353861e", size = 300751, upload-time = "2026-07-06T10:47:07.95Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/fb/b33e27689959fe7ed2ae0b830af41560d65213943983afa9db3a8d481bce/xxhash-3.8.1-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:53f3ed9118397074ff63a79b66b7fec1c84c782eecde35c5bc94e420a971c231", size = 443480, upload-time = "2026-07-06T10:47:10Z" },
+    { url = "https://files.pythonhosted.org/packages/26/60/0e0d973be5fe280753ef02fbc89349492ad6e903bf1dcb870b668f94b662/xxhash-3.8.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d247b34bf433c92b41689318fd25d246313cab2275a6a47e2efac178b80d6efe", size = 217657, upload-time = "2026-07-06T10:47:12.196Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/68/c9e3ecef4a9a417d464cb5bd200aa12f73192dee677901b9e08e0ad0d1bb/xxhash-3.8.1-cp314-cp314-win32.whl", hash = "sha256:d58ce8b6cfa9c4d2f230557f69caf7c06369e318015d0b19485095bc2c5963ab", size = 32690, upload-time = "2026-07-06T10:47:14.204Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/99/e9e44588c0b62837bbec5ba7927816de0afa03406b1a0b6c7a7e1d1a30a0/xxhash-3.8.1-cp314-cp314-win_amd64.whl", hash = "sha256:6cee733fe4ccb1737e0997135283c82341e5cfa9cf214b165f9087fb663aaf4f", size = 33460, upload-time = "2026-07-06T10:47:16.021Z" },
+    { url = "https://files.pythonhosted.org/packages/45/2b/64f36d86380b3657ad9031967ab814f3ef31307174650853f69c18932ebc/xxhash-3.8.1-cp314-cp314-win_arm64.whl", hash = "sha256:58346024d47e84f7d8b3e7f5d6faa1d58acbbe49a8771497872059f58c1d8ea5", size = 30092, upload-time = "2026-07-06T10:47:17.81Z" },
+    { url = "https://files.pythonhosted.org/packages/92/cb/18b64bff88c58a0ca209dc533e63cf02d7ae5aa6b1b9a9fd14e81b5dbd60/xxhash-3.8.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:01cab782f8a0a05ecad2c63d7ef10f7ab475f660e0d6419d069418c14d88de7c", size = 35024, upload-time = "2026-07-06T10:47:19.821Z" },
+    { url = "https://files.pythonhosted.org/packages/af/1d/72d8a70520e5dcddb472ea0486d299da3240745a10658290cd7b5690ede2/xxhash-3.8.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:717b12fdc51819833704e85e6926d76981ffa3f780ef92e33ebb8b26d46bb230", size = 32697, upload-time = "2026-07-06T10:47:21.649Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/b8/e041f555903c56db3d0a731b3d72a6575d75e0ed868b1bd2e5176111ca44/xxhash-3.8.1-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:ec55d80e9b8a519d742669e0b49e8ce9e6747be42bf3c138158b6543a9c8e489", size = 226044, upload-time = "2026-07-06T10:47:23.612Z" },
+    { url = "https://files.pythonhosted.org/packages/3a/7e/5cdcf06bf6ec4b5d2ac073feb23432ec1d603fd438864cbd2c09c7cb45e1/xxhash-3.8.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:98d8ac1129b4dd39098cffed94d1284aceb61c3aa396757ccc736ac392e4cee5", size = 249899, upload-time = "2026-07-06T10:47:25.812Z" },
+    { url = "https://files.pythonhosted.org/packages/c0/c0/eb7e059cb5e1dba11fd30d2fdf882f56e5a417a3eaa43669d43623767f45/xxhash-3.8.1-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3bc0fa90830df1e1277f33cc6e55de9990b83c0319fd8c7412866cfde38b025e", size = 274892, upload-time = "2026-07-06T10:47:27.931Z" },
+    { url = "https://files.pythonhosted.org/packages/66/74/a600aaf7cd39957fd1510adeedb1749c1e7eb82bd632a1153d9c664c3135/xxhash-3.8.1-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c73b6f652f0745425aa6378319c331293b5341756262e9408ed3d45f183375e6", size = 252243, upload-time = "2026-07-06T10:47:30.288Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/04/78d88fa75a6763e5d09bf1b947a392a27988903381b219006f92f3c68fc8/xxhash-3.8.1-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f6114692261eff4266386cdec0f7d87eee24e317ab397c218b7ae6a76b4c6339", size = 482191, upload-time = "2026-07-06T10:47:32.45Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/06/07a8aea1108d682de8791ce608cdf367d75ff4e7e57cd3c154bdc6f47b23/xxhash-3.8.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4df57c0b161ec1b3ed0526a67b0db0914b557e86ee8aae51887aec941b261542", size = 226877, upload-time = "2026-07-06T10:47:34.705Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/b5/86bade5618a524d2c06c4041aa2fe8e5749ce16e88afba60d67c1684a21f/xxhash-3.8.1-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:9043877a917be88ccf230aa5667c1bd059bce80f4c2727e4defa1b29b7f48b08", size = 319794, upload-time = "2026-07-06T10:47:37.08Z" },
+    { url = "https://files.pythonhosted.org/packages/23/69/9b1a2b89b1621bb740fbcb7beb512f60f99480c1bdc680c0c90e1f56ff75/xxhash-3.8.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:559e3cabe522231909f9de98ef06929edbd53782046bd21aae0c72db6f2a0775", size = 246202, upload-time = "2026-07-06T10:47:39.676Z" },
+    { url = "https://files.pythonhosted.org/packages/08/ea/662ed6cb49f1d34078b6a3a3e0f3d29ff93fd7b5a03c0bc9ecfd9b2159c3/xxhash-3.8.1-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:264710bd335016f303763ce1275c6486df30bb57c2245c91b224c983d7ac39b8", size = 275628, upload-time = "2026-07-06T10:47:41.99Z" },
+    { url = "https://files.pythonhosted.org/packages/13/f5/49fc9e4c6728a5a3bd8fe639199d2fa67609b3a84f938aff6e8568dd3e4f/xxhash-3.8.1-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:e14800b9b10bb39d7a60ad4a310e403164d7b8988a27ae933d4e40618a44088e", size = 231390, upload-time = "2026-07-06T10:47:44.233Z" },
+    { url = "https://files.pythonhosted.org/packages/64/9d/3acaf8f599c0e0b30e910a3a11ba32929da53c86dc73c7c55fe6a010b4e9/xxhash-3.8.1-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:ea6a3e734b0fd41b82784a400be946821900daebe610c050a5e0760838a34f99", size = 250600, upload-time = "2026-07-06T10:47:47.611Z" },
+    { url = "https://files.pythonhosted.org/packages/23/64/8acab4c5ec60dbe664b5b9858fd44c2413b07e535b09556a0a5022e78aa6/xxhash-3.8.1-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:cf399fac542a1c7a4734a435b93df2c55e858c7d31abf6c1bdf46f9ae67fbfd0", size = 310032, upload-time = "2026-07-06T10:47:49.88Z" },
+    { url = "https://files.pythonhosted.org/packages/56/47/a0288d7329b1fe63e2734a32d19d444a96ae2b4810f545bc61e561224917/xxhash-3.8.1-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:44c89d915a75c11d2547eaee9098fcd80398987c4bff2974a0497a925bf92c07", size = 448882, upload-time = "2026-07-06T10:47:52.631Z" },
+    { url = "https://files.pythonhosted.org/packages/01/e7/3071dfd3beb5c38204ce1cf56bf7749fce08de900fa92714b81d1d8ca1f2/xxhash-3.8.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:358650d5bda9c635da699c53adf4e8134af492ecc79c960f917eebf088bb6799", size = 223728, upload-time = "2026-07-06T10:47:55.093Z" },
+    { url = "https://files.pythonhosted.org/packages/12/11/b99949f0ba2b07e9f9ffe83b9c86faa685f9080725dc21a916a607313be5/xxhash-3.8.1-cp314-cp314t-win32.whl", hash = "sha256:c240939e963653054fc7e4a17c382829cda4aa88a7daf0af841715dbded1b497", size = 33150, upload-time = "2026-07-06T10:47:57.274Z" },
+    { url = "https://files.pythonhosted.org/packages/54/1c/09703eb341f8416e74e58d6c6732d4b5c46de59c942363203cb237cc95b0/xxhash-3.8.1-cp314-cp314t-win_amd64.whl", hash = "sha256:7258ee276e8772599bc19e14b36f6260306e21b637190cd7cb489a2449d48684", size = 34005, upload-time = "2026-07-06T10:47:59.434Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/f9/6ed7251bb6a8af10ac73b1821c60583d2826e5b2064e45a979c935287c98/xxhash-3.8.1-cp314-cp314t-win_arm64.whl", hash = "sha256:8f454166c2ffed45636c8d501741e649851ba2f346c4eb73a64c07ac00428f20", size = 30239, upload-time = "2026-07-06T10:48:01.874Z" },
+    { url = "https://files.pythonhosted.org/packages/99/e4/4d8040435aeac814fc69ba63621565fbeb19229a138e2568324a26b2a45c/xxhash-3.8.1-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:39c9d5b61508b0bb68f29e54546de0ed2a74943c6a18585535a7e37356f1dd12", size = 32687, upload-time = "2026-07-06T10:49:42.803Z" },
+    { url = "https://files.pythonhosted.org/packages/da/6a/975f1f2318c760e5bcec109ed379713ae645d8d856c2a3b9ec5d26857087/xxhash-3.8.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:83b9130b80b216d56fdf9e87131946b353c9627930c061955a101ea82b09fed9", size = 29879, upload-time = "2026-07-06T10:49:45.172Z" },
+    { url = "https://files.pythonhosted.org/packages/08/0b/40a2a55ff52cf635bfdc5eae67a772bec85b4f44c6c737f73f6f528d51d1/xxhash-3.8.1-pp311-pypy311_pp73-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:8304be0982130954b7fd3aad18e2c6f8ee40254bc3d2e635991c16d77c91e2bd", size = 43246, upload-time = "2026-07-06T10:49:47.905Z" },
+    { url = "https://files.pythonhosted.org/packages/9c/6d/56ed2b6b200f26fb474f3fd387d95d0601efcd5bb33430c90c68924bdd77/xxhash-3.8.1-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4b512261801b1e5fde7b6ebf2fef7977339c620cbbca88a0040ad9ad134f4d02", size = 38202, upload-time = "2026-07-06T10:49:50.59Z" },
+    { url = "https://files.pythonhosted.org/packages/0d/a3/56864d895d1161a9f17502088e9c1fb7c06bde2c2efdde620d22bb7a9c43/xxhash-3.8.1-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:49aa8692507835dcc1e8ad8021f20c74c2dc13d83b5112e87877faa2a0035b20", size = 34448, upload-time = "2026-07-06T10:49:53.242Z" },
+    { url = "https://files.pythonhosted.org/packages/6b/57/5c6e0908a47f61dca96d01c8ee6fce01ed1050611eb779083ba8758fed81/xxhash-3.8.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:345b07b78e2bf583d71682aa34ae5b5fab575f7a1cb31e10263ebbc6f89f8c42", size = 32869, upload-time = "2026-07-06T10:49:55.972Z" },
 ]

 [[package]]
@@ -37,6 +37,7 @@ uv add langchain-anthropic
 from langchain_anthropic import ChatAnthropic
 from langgraph.prebuilt import create_react_agent

+
 # Define the tools for the agent to use
 def search(query: str):
    """Call to surf the web."""
@@ -45,6 +46,7 @@ def search(query: str):
        return "It's 60 degrees and foggy."
    return "It's 90 degrees and sunny."

+
 tools = [search]
 model = ChatAnthropic(model="claude-3-7-sonnet-latest")

@@ -65,6 +67,7 @@ app.invoke(
 from langgraph.prebuilt import ToolNode
 from langchain_core.messages import AIMessage

+
 def search(query: str):
    """Call to surf the web."""
    # This is a placeholder, but don't tell the LLM that...
@@ -72,8 +75,11 @@ def search(query: str):
        return "It's 60 degrees and foggy."
    return "It's 90 degrees and sunny."

+
 tool_node = ToolNode([search])
-tool_calls = [{"name": "search", "args": {"query": "what is the weather in sf"}, "id": "1"}]
+tool_calls = [
+    {"name": "search", "args": {"query": "what is the weather in sf"}, "id": "1"}
+]
 ai_message = AIMessage(content="", tool_calls=tool_calls)
 # execute tool call
 tool_node.invoke({"messages": [ai_message]})
@@ -98,10 +104,17 @@ class SelectNumber(BaseModel):
            raise ValueError("Only 37 is allowed")
        return v

+
 validation_node = ValidationNode([SelectNumber])
-validation_node.invoke({
-    "messages": [AIMessage("", tool_calls=[{"name": "SelectNumber", "args": {"a": 42}, "id": "1"}])]
-})
+validation_node.invoke(
+    {
+        "messages": [
+            AIMessage(
+                "", tool_calls=[{"name": "SelectNumber", "args": {"a": 42}, "id": "1"}]
+            )
+        ]
+    }
+)
 ```

 ## Agent Inbox
--- a/Show More
+++ b/Show More