From 05ef5df4861f915208b3ccdba359587cb636cbd9 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 26 Oct 2026 00:33:26 +0000
Subject: [PATCH 1/2] Initial plan


From b859e7d2485664322ad82120befb51e3926acff4 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Mon, 26 Oct 2026 00:37:29 +0000
Subject: [PATCH 2/2] Update dependencies sweep and fix lint/type fallout

Co-authored-by: dworthen <624870+dworthen@users.noreply.github.com>
---
 .../patch-20261026003724271651.json           |    4 +
 .../graphrag_llm/completion/completion.py     |    4 +-
 .../completion/lite_llm_completion.py         |   10 +-
 .../graphrag_llm/embedding/embedding.py       |    4 +-
 .../embedding/lite_llm_embedding.py           |    5 +-
 .../rate_limit/sliding_window_rate_limiter.py |    4 +-
 .../threading/completion_thread_runner.py     |    4 +-
 .../threading/embedding_thread_runner.py      |    4 +-
 packages/graphrag-llm/pyproject.toml          |    2 +-
 packages/graphrag-vectors/pyproject.toml      |    4 +-
 packages/graphrag/pyproject.toml              |    2 +-
 uv.lock                                       | 4307 +++++++++--------
 12 files changed, 2246 insertions(+), 2108 deletions(-)
 create mode 100644 .semversioner/next-release/patch-20261026003724271651.json

diff --git a/.semversioner/next-release/patch-20261026003724271651.json b/.semversioner/next-release/patch-20261026003724271651.json
new file mode 100644
index 0000000000..61086d2ff0
--- /dev/null
+++ b/.semversioner/next-release/patch-20261026003724271651.json
@@ -0,0 +1,4 @@
+{
+  "type": "patch",
+  "description": "Update dependencies (litellm 1.106.0, lancedb 0.40, pyarrow 26, ruff 0.17) and fix resulting lint/type issues."
+}
diff --git a/packages/graphrag-llm/graphrag_llm/completion/completion.py b/packages/graphrag-llm/graphrag_llm/completion/completion.py
index be8ee4ae13..a70f3bc6e5 100644
--- a/packages/graphrag-llm/graphrag_llm/completion/completion.py
+++ b/packages/graphrag-llm/graphrag_llm/completion/completion.py
@@ -10,7 +10,7 @@
 from graphrag_llm.threading.completion_thread_runner import completion_thread_runner
 
 if TYPE_CHECKING:
-    from collections.abc import AsyncIterator, Iterator
+    from collections.abc import AsyncIterator, Generator, Iterator
 
     from graphrag_cache import Cache, CacheKeyCreator
 
@@ -167,7 +167,7 @@ def completion_thread_pool(
         response_handler: "ThreadedLLMCompletionResponseHandler",
         concurrency: int,
         queue_limit: int = 0,
-    ) -> "Iterator[ThreadedLLMCompletionFunction]":
+    ) -> "Generator[ThreadedLLMCompletionFunction, None, None]":
         """Run a completion thread pool.
 
         Args
diff --git a/packages/graphrag-llm/graphrag_llm/completion/lite_llm_completion.py b/packages/graphrag-llm/graphrag_llm/completion/lite_llm_completion.py
index 81bd2f9b0e..85c59d5fab 100644
--- a/packages/graphrag-llm/graphrag_llm/completion/lite_llm_completion.py
+++ b/packages/graphrag-llm/graphrag_llm/completion/lite_llm_completion.py
@@ -4,7 +4,7 @@
 """LLMCompletion based on litellm."""
 
 from collections.abc import AsyncIterator, Iterator
-from typing import TYPE_CHECKING, Any, Unpack
+from typing import TYPE_CHECKING, Any, Unpack, cast
 
 import litellm
 from azure.identity import DefaultAzureCredential, get_bearer_token_provider
@@ -22,6 +22,7 @@
 
 if TYPE_CHECKING:
     from graphrag_cache import Cache, CacheKeyCreator
+    from litellm import CustomStreamWrapper
 
     from graphrag_llm.config import ModelConfig
     from graphrag_llm.metrics import MetricsProcessor, MetricsStore
@@ -262,8 +263,11 @@ def _base_completion(
         if json_object and "response_format" not in new_args:
             new_args["response_format"] = {"type": "json_object"}
 
-        response = litellm.completion(
-            **new_args,
+        response = cast(
+            "ModelResponse | CustomStreamWrapper",
+            litellm.completion(
+                **new_args,
+            ),
         )
         if isinstance(response, ModelResponse):
             return LLMCompletionResponse(**response.model_dump())
diff --git a/packages/graphrag-llm/graphrag_llm/embedding/embedding.py b/packages/graphrag-llm/graphrag_llm/embedding/embedding.py
index b97cc3e3cf..799e8f431d 100644
--- a/packages/graphrag-llm/graphrag_llm/embedding/embedding.py
+++ b/packages/graphrag-llm/graphrag_llm/embedding/embedding.py
@@ -10,7 +10,7 @@
 from graphrag_llm.threading.embedding_thread_runner import embedding_thread_runner
 
 if TYPE_CHECKING:
-    from collections.abc import Iterator
+    from collections.abc import Generator
 
     from graphrag_cache import Cache, CacheKeyCreator
 
@@ -93,7 +93,7 @@ def embedding_thread_pool(
         response_handler: "ThreadedLLMEmbeddingResponseHandler",
         concurrency: int,
         queue_limit: int = 0,
-    ) -> "Iterator[ThreadedLLMEmbeddingFunction]":
+    ) -> "Generator[ThreadedLLMEmbeddingFunction, None, None]":
         """Run an embedding thread pool.
 
         Args
diff --git a/packages/graphrag-llm/graphrag_llm/embedding/lite_llm_embedding.py b/packages/graphrag-llm/graphrag_llm/embedding/lite_llm_embedding.py
index 3b3e1243cc..94889673e4 100644
--- a/packages/graphrag-llm/graphrag_llm/embedding/lite_llm_embedding.py
+++ b/packages/graphrag-llm/graphrag_llm/embedding/lite_llm_embedding.py
@@ -3,7 +3,7 @@
 
 """LLMEmbedding based on litellm."""
 
-from typing import TYPE_CHECKING, Any, Unpack
+from typing import TYPE_CHECKING, Any, Unpack, cast
 
 import litellm
 from azure.identity import DefaultAzureCredential, get_bearer_token_provider
@@ -15,6 +15,7 @@
 
 if TYPE_CHECKING:
     from graphrag_cache import Cache, CacheKeyCreator
+    from litellm import EmbeddingResponse
 
     from graphrag_llm.config import ModelConfig
     from graphrag_llm.metrics import MetricsProcessor, MetricsStore
@@ -185,7 +186,7 @@ def _base_embedding(**kwargs: Any) -> LLMEmbeddingResponse:
         kwargs.pop("metrics", None)  # Remove metrics if present
         new_args: dict[str, Any] = {**base_args, **kwargs}
 
-        response = litellm.embedding(**new_args)
+        response = cast("EmbeddingResponse", litellm.embedding(**new_args))
         return LLMEmbeddingResponse(**response.model_dump())
 
     async def _base_embedding_async(**kwargs: Any) -> LLMEmbeddingResponse:
diff --git a/packages/graphrag-llm/graphrag_llm/rate_limit/sliding_window_rate_limiter.py b/packages/graphrag-llm/graphrag_llm/rate_limit/sliding_window_rate_limiter.py
index c8eb89e5a7..4e4e466d96 100644
--- a/packages/graphrag-llm/graphrag_llm/rate_limit/sliding_window_rate_limiter.py
+++ b/packages/graphrag-llm/graphrag_llm/rate_limit/sliding_window_rate_limiter.py
@@ -6,7 +6,7 @@
 import threading
 import time
 from collections import deque
-from collections.abc import Iterator
+from collections.abc import Generator
 from contextlib import contextmanager
 from typing import Any
 
@@ -62,7 +62,7 @@ def __init__(
             self._stagger = self._period_in_seconds / self._rpp
 
     @contextmanager
-    def acquire(self, token_count: int) -> Iterator[None]:
+    def acquire(self, token_count: int) -> Generator[None, None, None]:
         """
         Acquire Rate Limiter.
 
diff --git a/packages/graphrag-llm/graphrag_llm/threading/completion_thread_runner.py b/packages/graphrag-llm/graphrag_llm/threading/completion_thread_runner.py
index bb34cf4c54..26acab411b 100644
--- a/packages/graphrag-llm/graphrag_llm/threading/completion_thread_runner.py
+++ b/packages/graphrag-llm/graphrag_llm/threading/completion_thread_runner.py
@@ -7,7 +7,7 @@
 import sys
 import threading
 import time
-from collections.abc import Awaitable, Iterator
+from collections.abc import Awaitable, Generator, Iterator
 from contextlib import contextmanager
 from queue import Empty, Queue
 from typing import TYPE_CHECKING, Protocol, Unpack, runtime_checkable
@@ -147,7 +147,7 @@ def completion_thread_runner(
     concurrency: int,
     queue_limit: int = 0,
     metrics_store: "MetricsStore | None" = None,
-) -> Iterator[ThreadedLLMCompletionFunction]:
+) -> Generator[ThreadedLLMCompletionFunction, None, None]:
     """Run a completion thread pool.
 
     Args
diff --git a/packages/graphrag-llm/graphrag_llm/threading/embedding_thread_runner.py b/packages/graphrag-llm/graphrag_llm/threading/embedding_thread_runner.py
index 995e69ffda..8060d633c3 100644
--- a/packages/graphrag-llm/graphrag_llm/threading/embedding_thread_runner.py
+++ b/packages/graphrag-llm/graphrag_llm/threading/embedding_thread_runner.py
@@ -7,7 +7,7 @@
 import sys
 import threading
 import time
-from collections.abc import Awaitable, Iterator
+from collections.abc import Awaitable, Generator
 from contextlib import contextmanager
 from queue import Empty, Queue
 from typing import TYPE_CHECKING, Protocol, Unpack, runtime_checkable
@@ -120,7 +120,7 @@ def embedding_thread_runner(
     concurrency: int,
     queue_limit: int = 0,
     metrics_store: "MetricsStore | None" = None,
-) -> Iterator[ThreadedLLMEmbeddingFunction]:
+) -> Generator[ThreadedLLMEmbeddingFunction, None, None]:
     """Run an embedding thread pool.
 
     Args
diff --git a/packages/graphrag-llm/pyproject.toml b/packages/graphrag-llm/pyproject.toml
index 23b7cea8d8..fa52aeae13 100644
--- a/packages/graphrag-llm/pyproject.toml
+++ b/packages/graphrag-llm/pyproject.toml
@@ -38,7 +38,7 @@ dependencies = [
     "graphrag-cache==3.3.0",
     "graphrag-common==3.3.0",
     "jinja2~=3.1",
-    "litellm==1.100.1",
+    "litellm==1.106.0",
     "nest-asyncio2~=1.7",
     # orjson is required for litellm tool calling. https://github.com/BerriAI/litellm/issues/32993
     "orjson>=3.11.6,<4.0",
diff --git a/packages/graphrag-vectors/pyproject.toml b/packages/graphrag-vectors/pyproject.toml
index c460f24f5c..35b7821319 100644
--- a/packages/graphrag-vectors/pyproject.toml
+++ b/packages/graphrag-vectors/pyproject.toml
@@ -35,9 +35,9 @@ dependencies = [
     "azure-identity~=1.25",
     "azure-search-documents~=12.0",
     "graphrag-common==3.3.0",
-    "lancedb~=0.38.0",
+    "lancedb~=0.40.0",
     "numpy~=2.4",
-    "pyarrow~=25.0",
+    "pyarrow~=26.0",
     "pydantic~=2.13",
 ]
 
diff --git a/packages/graphrag/pyproject.toml b/packages/graphrag/pyproject.toml
index 6c2ec4efd7..f315fbc6ad 100644
--- a/packages/graphrag/pyproject.toml
+++ b/packages/graphrag/pyproject.toml
@@ -56,7 +56,7 @@ dependencies = [
     "nltk~=3.9.0",
     "numpy~=2.4",
     "pandas~=3.0",
-    "pyarrow~=25.0",
+    "pyarrow~=26.0",
     "pydantic~=2.13",
     "spacy~=3.8",
     "blis~=1.3",
diff --git a/uv.lock b/uv.lock
index 05820f74d1..4ac2fe39be 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 2
+revision = 5
 requires-python = ">=3.11, <3.14"
 resolution-markers = [
     "python_full_version >= '3.13' and sys_platform == 'win32'",
@@ -8,9 +8,12 @@ resolution-markers = [
     "python_full_version == '3.12.*' and sys_platform == 'win32'",
     "python_full_version == '3.12.*' and sys_platform == 'emscripten'",
     "python_full_version == '3.12.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
-    "python_full_version < '3.12' and sys_platform == 'win32'",
-    "python_full_version < '3.12' and sys_platform == 'emscripten'",
-    "python_full_version < '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform == 'win32'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.11.5' and python_full_version < '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version < '3.11.5' and sys_platform == 'win32'",
+    "python_full_version < '3.11.5' and sys_platform == 'emscripten'",
+    "python_full_version < '3.11.5' and sys_platform != 'emscripten' and sys_platform != 'win32'",
 ]
 
 [manifest]
@@ -30,23 +33,23 @@ members = [
 name = "aiofiles"
 version = "25.1.0"
 source = { registry = "https://packagefeedproxy.microsoft.io/pypi/simple" }
-sdist = { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiofiles/25.1/aiofiles-25.1.0.tar.gz", hash = "sha256:a8d728f0a29de45dc521f18f07297428d56992a742f0cd2701ba86e44d23d5b2", size = 46354, upload_time = "2026-08-24T00:40:29Z" }
+sdist = { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiofiles/25.1/aiofiles-25.1.0.tar.gz", hash = "sha256:a8d728f0a29de45dc521f18f07297428d56992a742f0cd2701ba86e44d23d5b2", size = 46354, upload-time = "2026-08-24T00:40:29Z" }
 wheels = [
-    { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiofiles/25.1/aiofiles-25.1.0-py3-none-any.whl", hash = "sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695", size = 14668, upload_time = "2026-07-24T08:17:55Z" },
+    { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiofiles/25.1/aiofiles-25.1.0-py3-none-any.whl", hash = "sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695", size = 14668, upload-time = "2026-07-24T08:17:55Z" },
 ]
 
 [[package]]
 name = "aiohappyeyeballs"
 version = "2.7.1"
 source = { registry = "https://packagefeedproxy.microsoft.io/pypi/simple" }
-sdist = { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiohappyeyeballs/2.7.1/aiohappyeyeballs-2.7.1.tar.gz", hash = "sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d", size = 24757, upload_time = "2026-08-11T15:32:50Z" }
+sdist = { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiohappyeyeballs/2.7.1/aiohappyeyeballs-2.7.1.tar.gz", hash = "sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d", size = 24757, upload-time = "2026-08-11T15:32:50Z" }
 wheels = [
-    { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiohappyeyeballs/2.7.1/aiohappyeyeballs-2.7.1-py3-none-any.whl", hash = "sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472", size = 15038, upload_time = "2026-07-24T00:24:14Z" },
+    { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiohappyeyeballs/2.7.1/aiohappyeyeballs-2.7.1-py3-none-any.whl", hash = "sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472", size = 15038, upload-time = "2026-07-24T00:24:14Z" },
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.14.3"
+version = "3.14.5"
 source = { registry = "https://packagefeedproxy.microsoft.io/pypi/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -58,67 +61,68 @@ dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
     { name = "yarl" },
 ]
-sdist = { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiohttp/3.14.3/aiohttp-3.14.3.tar.gz", hash = "sha256:9491196535a88924a60afd5b5f434b5b203b6cc616250878dbdb223a8f7844bc", size = 7971213, upload_time = "2026-07-30T16:05:04Z" }
-wheels = [
-    { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiohttp/3.14.3/aiohttp-3.14.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:e568e14940c09955aa51f4e645b6daa18a581c5dcfcd73744dcc86a856e3ced3", size = 764250, upload_time = "2026-07-27T08:53:47Z" },
-    { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiohttp/3.14.3/aiohttp-3.14.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:54cfcdee2770dac994417cbb0ee1f3eb0e7cb6b30c79bf44f2c02ff79ec5124a", size = 516281, upload_time = "2026-07-30T16:05:01Z" },
-    { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiohttp/3.14.3/aiohttp-3.14.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:21c016079415ed3fd676963e9793700a566d85dbbd6bfc564b9b2d209147dcc8", size = 514742, upload_time = "2026-07-30T05:19:14Z" },
-    { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiohttp/3.14.3/aiohttp-3.14.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d6088ec9894113802bddb3c09e974929aed2c7b3a8c456219b8aab4481f1a239", size = 1780613, upload_time = "2026-07-30T16:02:44Z" },
-    { url = "https://ms-feed-25.pkgs.visualstudio.com/6f084628-a36d-42cb-934d-057357e379dc/_packaging/49d7402f-07bb-4b18-a9ce-086e6e98a554/pypi/download/aiohttp/3.14.3/aiohttp-3.14.3-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:16ea7e24c309fb7c0bbd505d149abe4fe4dccfb8db911db7dbec0921bc889a6f", size = 1737688, upload_time = "2026-07-30T16:02:55Z" },
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