diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 68f59383da..ed5e2688d9 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -1,15 +1,45 @@
-# To get started with Dependabot version updates, you'll need to specify which
-# package ecosystems to update and where the package manifests are located.
+# Dependabot configuration for the GraphRAG uv workspace monorepo.
 # Please see the documentation for all configuration options:
 # https://docs.github.com/code-security/dependabot/dependabot-version-updates/configuration-options-for-the-dependabot.yml-file
 version: 2
 updates:
-  - package-ecosystem: "pip" # See documentation for possible values
-    directory: "/" # Location of package manifests
+  # Python dependencies managed by uv. The workspace root (/) holds the shared
+  # uv.lock and the dev dependency group; each workspace member manifest lives
+  # under packages/*. The unified-search-app project is intentionally excluded
+  # (it lives at the repo root, not under packages/, and is maintained separately).
+  - package-ecosystem: "uv"
+    directories:
+      - "/"
+      - "/packages/*"
     schedule:
       interval: "weekly"
+    open-pull-requests-limit: 10
+    groups:
+      # Azure SDKs tend to move together; keep them in a single PR.
+      azure:
+        patterns:
+          - "azure-*"
+      # Development and release tooling (lint, type-check, test, docs, release).
+      dev-tooling:
+        patterns:
+          - "pytest*"
+          - "ruff"
+          - "pyright"
+          - "ipykernel"
+          - "jupyter"
+          - "nbconvert"
+          - "coverage"
+          - "deptry"
+          - "poethepoet"
+          - "semversioner"
+          - "pandas-stubs"
+          - "mkdocs*"
   - package-ecosystem: "github-actions"
-    # Workflow files stored in the default location of `.github/workflows`. (You don't need to specify `/.github/workflows` for `directory`. You can use `directory: "/"`.)
+    # Workflow files stored in the default location of `.github/workflows`.
     directory: "/"
     schedule:
       interval: "weekly"
+    groups:
+      github-actions:
+        patterns:
+          - "*"
diff --git a/.semversioner/next-release/patch-20260715164826396721.json b/.semversioner/next-release/patch-20260715164826396721.json
new file mode 100644
index 0000000000..e4bd075701
--- /dev/null
+++ b/.semversioner/next-release/patch-20260715164826396721.json
@@ -0,0 +1,4 @@
+{
+  "type": "patch",
+  "description": "Bump dependencies."
+}
diff --git a/packages/graphrag-common/pyproject.toml b/packages/graphrag-common/pyproject.toml
index 4fa4c3f5dc..2d70cf90eb 100644
--- a/packages/graphrag-common/pyproject.toml
+++ b/packages/graphrag-common/pyproject.toml
@@ -32,7 +32,7 @@ classifiers = [
 dependencies = [
     "python-dotenv~=1.0",
     "pyyaml~=6.0",
-    "toml",
+    "toml~=0.10",
 ]
 
 [project.urls]
diff --git a/packages/graphrag-input/pyproject.toml b/packages/graphrag-input/pyproject.toml
index 5c7e8f8df9..75c771e7fc 100644
--- a/packages/graphrag-input/pyproject.toml
+++ b/packages/graphrag-input/pyproject.toml
@@ -31,10 +31,9 @@ classifiers = [
 ]
 dependencies = [
     "graphrag-common==3.1.0",
-    "graphrag-storage==3.1.0    ",
+    "graphrag-storage==3.1.0",
     "pydantic~=2.10",
-    "markitdown~=0.1.0",
-    "markitdown[pdf]",
+    "markitdown[pdf]~=0.1.0",
     "pyarrow>=14.0.0"
 ]
 
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 73e957a567..81bd2f9b0e 100644
--- a/packages/graphrag-llm/graphrag_llm/completion/lite_llm_completion.py
+++ b/packages/graphrag-llm/graphrag_llm/completion/lite_llm_completion.py
@@ -209,12 +209,12 @@ async def completion_async(
 
     @property
     def metrics_store(self) -> "MetricsStore":
-        """Get metrics store."""
+        """The metrics store."""
         return self._metrics_store
 
     @property
     def tokenizer(self) -> "Tokenizer":
-        """Get tokenizer."""
+        """The tokenizer."""
         return self._tokenizer
 
 
diff --git a/packages/graphrag-llm/graphrag_llm/completion/mock_llm_completion.py b/packages/graphrag-llm/graphrag_llm/completion/mock_llm_completion.py
index 7cdcc319ea..3050d75cb0 100644
--- a/packages/graphrag-llm/graphrag_llm/completion/mock_llm_completion.py
+++ b/packages/graphrag-llm/graphrag_llm/completion/mock_llm_completion.py
@@ -121,10 +121,10 @@ async def completion_async(
 
     @property
     def metrics_store(self) -> "MetricsStore":
-        """Get metrics store."""
+        """The metrics store."""
         return self._metrics_store
 
     @property
     def tokenizer(self) -> "Tokenizer":
-        """Get tokenizer."""
+        """The tokenizer."""
         return self._tokenizer
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 18e39a4ea8..3b3e1243cc 100644
--- a/packages/graphrag-llm/graphrag_llm/embedding/lite_llm_embedding.py
+++ b/packages/graphrag-llm/graphrag_llm/embedding/lite_llm_embedding.py
@@ -148,12 +148,12 @@ async def embedding_async(
 
     @property
     def metrics_store(self) -> "MetricsStore":
-        """Get metrics store."""
+        """The metrics store."""
         return self._metrics_store
 
     @property
     def tokenizer(self) -> "Tokenizer":
-        """Get tokenizer."""
+        """The tokenizer."""
         return self._tokenizer
 
 
diff --git a/packages/graphrag-llm/graphrag_llm/embedding/mock_llm_embedding.py b/packages/graphrag-llm/graphrag_llm/embedding/mock_llm_embedding.py
index 3b9649038c..154b27e2b2 100644
--- a/packages/graphrag-llm/graphrag_llm/embedding/mock_llm_embedding.py
+++ b/packages/graphrag-llm/graphrag_llm/embedding/mock_llm_embedding.py
@@ -72,10 +72,10 @@ async def embedding_async(
 
     @property
     def metrics_store(self) -> "MetricsStore":
-        """Get metrics store."""
+        """The metrics store."""
         return self._metrics_store
 
     @property
     def tokenizer(self) -> "Tokenizer":
-        """Get tokenizer."""
+        """The tokenizer."""
         return self._tokenizer
diff --git a/packages/graphrag-llm/graphrag_llm/metrics/memory_metrics_store.py b/packages/graphrag-llm/graphrag_llm/metrics/memory_metrics_store.py
index c2456299e1..ec37e79a01 100644
--- a/packages/graphrag-llm/graphrag_llm/metrics/memory_metrics_store.py
+++ b/packages/graphrag-llm/graphrag_llm/metrics/memory_metrics_store.py
@@ -74,7 +74,7 @@ def _on_exit_(self) -> None:
 
     @property
     def id(self) -> str:
-        """Get the ID of the metrics store."""
+        """The ID of the metrics store."""
         return self._id
 
     def update_metrics(self, *, metrics: "Metrics") -> None:
diff --git a/packages/graphrag-llm/graphrag_llm/metrics/metrics_store.py b/packages/graphrag-llm/graphrag_llm/metrics/metrics_store.py
index a9933f203d..84b182a557 100644
--- a/packages/graphrag-llm/graphrag_llm/metrics/metrics_store.py
+++ b/packages/graphrag-llm/graphrag_llm/metrics/metrics_store.py
@@ -41,7 +41,7 @@ def __init__(
     @property
     @abstractmethod
     def id(self) -> str:
-        """Get the ID of the metrics store."""
+        """The ID of the metrics store."""
         raise NotImplementedError
 
     @abstractmethod
diff --git a/packages/graphrag-llm/graphrag_llm/metrics/noop_metrics_store.py b/packages/graphrag-llm/graphrag_llm/metrics/noop_metrics_store.py
index dbd41e13f7..6d557e4149 100644
--- a/packages/graphrag-llm/graphrag_llm/metrics/noop_metrics_store.py
+++ b/packages/graphrag-llm/graphrag_llm/metrics/noop_metrics_store.py
@@ -20,7 +20,7 @@ def __init__(
 
     @property
     def id(self) -> str:
-        """Get the ID of the metrics store."""
+        """The ID of the metrics store."""
         return ""
 
     def update_metrics(self, *, metrics: Metrics) -> None:
diff --git a/packages/graphrag-llm/graphrag_llm/types/types.py b/packages/graphrag-llm/graphrag_llm/types/types.py
index 7191d8c13e..46badfa26d 100644
--- a/packages/graphrag-llm/graphrag_llm/types/types.py
+++ b/packages/graphrag-llm/graphrag_llm/types/types.py
@@ -100,7 +100,7 @@ class LLMCompletionResponse(ChatCompletion, Generic[ResponseFormat]):
     @computed_field
     @property
     def content(self) -> str:
-        """Get the content of the first choice message."""
+        """The content of the first choice message."""
         return self.choices[0].message.content or ""
 
 
@@ -191,13 +191,13 @@ class LLMEmbeddingResponse(CreateEmbeddingResponse):
     @computed_field
     @property
     def embeddings(self) -> list[list[float]]:
-        """Get the embeddings as a list of lists of floats."""
+        """The embeddings as a list of lists of floats."""
         return [data.embedding for data in self.data]
 
     @computed_field
     @property
     def first_embedding(self) -> list[float]:
-        """Get the first embedding."""
+        """The first embedding."""
         return self.embeddings[0] if self.embeddings else []
 
 
diff --git a/packages/graphrag-llm/notebooks/05_caching.ipynb b/packages/graphrag-llm/notebooks/05_caching.ipynb
index 75067a54e6..46305dbcaa 100644
--- a/packages/graphrag-llm/notebooks/05_caching.ipynb
+++ b/packages/graphrag-llm/notebooks/05_caching.ipynb
@@ -173,7 +173,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "id": "21e0e1e4",
    "metadata": {},
    "outputs": [],
@@ -203,7 +203,7 @@
     "    messages=\"It is sunny and 52 degrees fahrenheit in Seattle. It is cloudy and 75 degrees fahrenheit in San Francisco.\",\n",
     "    response_format=WeatherReports,\n",
     ")  # type: ignore\n",
-    "response: LLMCompletionResponse[WeatherReports] = llm_completion.completion(  # type: ignore\n",
+    "response: LLMCompletionResponse[WeatherReports] = llm_completion.completion(  # type: ignore  # noqa: F811\n",
     "    messages=\"It is sunny and 52 degrees fahrenheit in Seattle. It is cloudy and 75 degrees fahrenheit in San Francisco.\",\n",
     "    response_format=WeatherReports,\n",
     ")  # type: ignore\n",
@@ -228,7 +228,7 @@
     "\n",
     "llm_completion.metrics_store.clear_metrics()\n",
     "# Same request but different response format. Should not hit cache.\n",
-    "response: LLMCompletionResponse[WeatherReports2] = llm_completion.completion(\n",
+    "response: LLMCompletionResponse[WeatherReports2] = llm_completion.completion(  # noqa: F811\n",
     "    messages=\"It is sunny and 52 degrees fahrenheit in Seattle. It is cloudy and 75 degrees fahrenheit in San Francisco.\",\n",
     "    response_format=WeatherReports2,\n",
     ")  # type: ignore\n",
diff --git a/packages/graphrag-llm/pyproject.toml b/packages/graphrag-llm/pyproject.toml
index 30af4ccb63..c39315cc63 100644
--- a/packages/graphrag-llm/pyproject.toml
+++ b/packages/graphrag-llm/pyproject.toml
@@ -33,13 +33,17 @@ classifiers = [
 ]
 dependencies = [
     "azure-identity~=1.25",
+    # fastapi is required for litellm tool calling. https://github.com/BerriAI/litellm/issues/32993
+    "fastapi>=0.136.3,<1.0",
     "graphrag-cache==3.1.0",
     "graphrag-common==3.1.0",
     "jinja2~=3.1",
-    "litellm==1.86.2",
+    "litellm==1.92.0",
     "nest-asyncio2~=1.7",
+    # orjson is required for litellm tool calling. https://github.com/BerriAI/litellm/issues/32993
+    "orjson>=3.11.6,<4.0",
     "pydantic~=2.10",
-    "typing-extensions~=4.12"
+    "typing-extensions~=4.12",
 ]
 
 [project.urls]
diff --git a/packages/graphrag-storage/graphrag_storage/tables/csv_table.py b/packages/graphrag-storage/graphrag_storage/tables/csv_table.py
index 9276d8a675..9789f67277 100644
--- a/packages/graphrag-storage/graphrag_storage/tables/csv_table.py
+++ b/packages/graphrag-storage/graphrag_storage/tables/csv_table.py
@@ -102,10 +102,13 @@ async def _aiter_impl(self) -> AsyncIterator[Any]:
         """Implement async iteration over rows."""
         if isinstance(self._storage, FileStorage):
             file_path = self._storage.get_path(self._file_key)
-            with Path.open(file_path, "r", encoding=self._encoding) as f:
+            f = Path.open(file_path, "r", encoding=self._encoding)
+            try:
                 reader = csv.DictReader(f)
                 for row in reader:
                     yield _apply_transformer(self._transformer, row)
+            finally:
+                f.close()
 
     async def length(self) -> int:
         """Return the number of rows in the table."""
diff --git a/packages/graphrag-storage/pyproject.toml b/packages/graphrag-storage/pyproject.toml
index 78d7cf0252..7f2e00be41 100644
--- a/packages/graphrag-storage/pyproject.toml
+++ b/packages/graphrag-storage/pyproject.toml
@@ -30,12 +30,12 @@ classifiers = [
     "Programming Language :: Python :: 3.13",
 ]
 dependencies = [
-    "aiofiles~=24.1",
+    "aiofiles~=25.1",
     "azure-cosmos~=4.9",
     "azure-identity~=1.25",
     "azure-storage-blob~=12.24",
     "graphrag-common==3.1.0",
-    "pandas~=2.3",
+    "pandas~=3.0",
     "pydantic~=2.10",
 ]
 
diff --git a/packages/graphrag-vectors/pyproject.toml b/packages/graphrag-vectors/pyproject.toml
index 0b313c2d44..e8c4348936 100644
--- a/packages/graphrag-vectors/pyproject.toml
+++ b/packages/graphrag-vectors/pyproject.toml
@@ -33,11 +33,11 @@ dependencies = [
     "azure-core~=1.32",
     "azure-cosmos~=4.9",
     "azure-identity~=1.25",
-    "azure-search-documents~=11.6",
+    "azure-search-documents~=12.0",
     "graphrag-common==3.1.0",
-    "lancedb~=0.24.1",
+    "lancedb~=0.34.0",
     "numpy~=2.1",
-    "pyarrow~=22.0",
+    "pyarrow~=25.0",
     "pydantic~=2.10",
 ]
 
diff --git a/packages/graphrag/graphrag/graphs/modularity.py b/packages/graphrag/graphrag/graphs/modularity.py
index e121ec1623..0f5c561fd0 100644
--- a/packages/graphrag/graphrag/graphs/modularity.py
+++ b/packages/graphrag/graphrag/graphs/modularity.py
@@ -140,7 +140,7 @@ def _modularity_components(
         degree_sums_for[tgt_comm] += weight
         total_edge_weight += weight
 
-    if total_edge_weight == 0.0:
+    if total_edge_weight <= 0.0:
         return dict.fromkeys(communities, 0.0)
 
     return {
diff --git a/packages/graphrag/graphrag/index/operations/finalize_community_reports.py b/packages/graphrag/graphrag/index/operations/finalize_community_reports.py
index 4446e3ee8f..5cb99d762b 100644
--- a/packages/graphrag/graphrag/index/operations/finalize_community_reports.py
+++ b/packages/graphrag/graphrag/index/operations/finalize_community_reports.py
@@ -19,7 +19,6 @@ def finalize_community_reports(
         communities.loc[:, ["community", "parent", "children", "size", "period"]],
         on="community",
         how="left",
-        copy=False,
     )
 
     community_reports["community"] = community_reports["community"].astype(int)
diff --git a/packages/graphrag/graphrag/index/run/profiling.py b/packages/graphrag/graphrag/index/run/profiling.py
index bac7aa5be9..9835e0ad03 100644
--- a/packages/graphrag/graphrag/index/run/profiling.py
+++ b/packages/graphrag/graphrag/index/run/profiling.py
@@ -51,7 +51,7 @@ def __exit__(
 
     @property
     def metrics(self) -> WorkflowMetrics:
-        """Return collected metrics as a WorkflowMetrics dataclass."""
+        """The collected metrics as a WorkflowMetrics dataclass."""
         return WorkflowMetrics(
             overall=self._elapsed,
             peak_memory_bytes=self._peak_memory,
diff --git a/packages/graphrag/graphrag/index/update/communities.py b/packages/graphrag/graphrag/index/update/communities.py
index 70418e0522..213db2bb15 100644
--- a/packages/graphrag/graphrag/index/update/communities.py
+++ b/packages/graphrag/graphrag/index/update/communities.py
@@ -48,7 +48,7 @@ def _update_and_merge_communities(
     # Increment only the non-NaN values in delta_communities["community"]
     community_id_mapping = {
         v: v + old_max_community_id + 1
-        for k, v in delta_communities["community"].dropna().astype(int).items()
+        for v in delta_communities["community"].dropna().astype(int)
     }
     community_id_mapping.update({-1: -1})
 
@@ -69,7 +69,7 @@ def _update_and_merge_communities(
 
     # Merge the final communities
     merged_communities = pd.concat(
-        [old_communities, delta_communities], ignore_index=True, copy=False
+        [old_communities, delta_communities], ignore_index=True
     )
 
     # Rename title
@@ -136,7 +136,7 @@ def _update_and_merge_community_reports(
 
     # Merge the final community reports
     merged_community_reports = pd.concat(
-        [old_community_reports, delta_community_reports], ignore_index=True, copy=False
+        [old_community_reports, delta_community_reports], ignore_index=True
     )
 
     # Maintain type compat with query
diff --git a/packages/graphrag/graphrag/index/update/entities.py b/packages/graphrag/graphrag/index/update/entities.py
index fe9bb2347b..ff3f6bfc8d 100644
--- a/packages/graphrag/graphrag/index/update/entities.py
+++ b/packages/graphrag/graphrag/index/update/entities.py
@@ -35,7 +35,6 @@ def _group_and_resolve_entities(
         old_entities_df[["id", "title"]],
         on="title",
         suffixes=("_B", "_A"),
-        copy=False,
     )
     id_mapping = dict(zip(merged["id_B"], merged["id_A"], strict=True))
 
@@ -45,9 +44,7 @@ def _group_and_resolve_entities(
         initial_id, initial_id + len(delta_entities_df)
     )
     # Concat A and B
-    combined = pd.concat(
-        [old_entities_df, delta_entities_df], ignore_index=True, copy=False
-    )
+    combined = pd.concat([old_entities_df, delta_entities_df], ignore_index=True)
 
     # Group by title and resolve conflicts
     aggregated = (
diff --git a/packages/graphrag/graphrag/index/update/incremental_index.py b/packages/graphrag/graphrag/index/update/incremental_index.py
index 0e7eb34684..126ef9e41f 100644
--- a/packages/graphrag/graphrag/index/update/incremental_index.py
+++ b/packages/graphrag/graphrag/index/update/incremental_index.py
@@ -71,7 +71,7 @@ async def concat_dataframes(
     # Merge the final documents
     initial_id = old_df["human_readable_id"].max() + 1
     delta_df["human_readable_id"] = np.arange(initial_id, initial_id + len(delta_df))
-    final_df = pd.concat([old_df, delta_df], ignore_index=True, copy=False)
+    final_df = pd.concat([old_df, delta_df], ignore_index=True)
 
     await output_table_provider.write_dataframe(name, final_df)
 
diff --git a/packages/graphrag/graphrag/index/update/relationships.py b/packages/graphrag/graphrag/index/update/relationships.py
index e08cb8493a..c3f06c9ef0 100644
--- a/packages/graphrag/graphrag/index/update/relationships.py
+++ b/packages/graphrag/graphrag/index/update/relationships.py
@@ -45,7 +45,7 @@ def _update_and_merge_relationships(
 
     # Merge the DataFrames without copying if possible
     merged_relationships = pd.concat(
-        [old_relationships, delta_relationships], ignore_index=True, copy=False
+        [old_relationships, delta_relationships], ignore_index=True
     )
 
     # Group by title and resolve conflicts
diff --git a/packages/graphrag/graphrag/index/workflows/update_covariates.py b/packages/graphrag/graphrag/index/workflows/update_covariates.py
index 650aeee987..085434cf5c 100644
--- a/packages/graphrag/graphrag/index/workflows/update_covariates.py
+++ b/packages/graphrag/graphrag/index/workflows/update_covariates.py
@@ -77,4 +77,4 @@ def _merge_covariates(
     )
 
     # Concatenate the old and delta covariates
-    return pd.concat([old_covariates, delta_covariates], ignore_index=True, copy=False)
+    return pd.concat([old_covariates, delta_covariates], ignore_index=True)
diff --git a/packages/graphrag/graphrag/index/workflows/update_text_units.py b/packages/graphrag/graphrag/index/workflows/update_text_units.py
index c5095c27d8..4a2fec30c7 100644
--- a/packages/graphrag/graphrag/index/workflows/update_text_units.py
+++ b/packages/graphrag/graphrag/index/workflows/update_text_units.py
@@ -92,4 +92,4 @@ def _update_and_merge_text_units(
         initial_id, initial_id + len(delta_text_units)
     )
     # Merge the final text units
-    return pd.concat([old_text_units, delta_text_units], ignore_index=True, copy=False)
+    return pd.concat([old_text_units, delta_text_units], ignore_index=True)
diff --git a/packages/graphrag/graphrag/logger/blob_workflow_logger.py b/packages/graphrag/graphrag/logger/blob_workflow_logger.py
index fd7ccac4fe..944db0f9c9 100644
--- a/packages/graphrag/graphrag/logger/blob_workflow_logger.py
+++ b/packages/graphrag/graphrag/logger/blob_workflow_logger.py
@@ -113,7 +113,9 @@ def _write_log(self, log: dict[str, Any]):
         blob_client = self._blob_service_client.get_blob_client(
             self._container_name, self._blob_name
         )
-        blob_client.append_block(json.dumps(log, indent=4, ensure_ascii=False) + "\n")
+        blob_client.append_block(
+            (json.dumps(log, indent=4, ensure_ascii=False) + "\n").encode("utf-8")
+        )
 
         # update the blob's block count
         self._num_blocks += 1
diff --git a/packages/graphrag/graphrag/query/structured_search/drift_search/drift_context.py b/packages/graphrag/graphrag/query/structured_search/drift_search/drift_context.py
index bacc39cf99..ec1fa4cc0b 100644
--- a/packages/graphrag/graphrag/query/structured_search/drift_search/drift_context.py
+++ b/packages/graphrag/graphrag/query/structured_search/drift_search/drift_context.py
@@ -22,8 +22,8 @@
     DRIFT_LOCAL_SYSTEM_PROMPT,
     DRIFT_REDUCE_PROMPT,
 )
+from graphrag.query.context_builder.builders import DRIFTContextBuilder
 from graphrag.query.context_builder.entity_extraction import EntityVectorStoreKey
-from graphrag.query.structured_search.base import DRIFTContextBuilder
 from graphrag.query.structured_search.drift_search.primer import PrimerQueryProcessor
 from graphrag.query.structured_search.local_search.mixed_context import (
     LocalSearchMixedContext,
diff --git a/packages/graphrag/graphrag/query/structured_search/drift_search/primer.py b/packages/graphrag/graphrag/query/structured_search/drift_search/primer.py
index 36723064db..d153abc72a 100644
--- a/packages/graphrag/graphrag/query/structured_search/drift_search/primer.py
+++ b/packages/graphrag/graphrag/query/structured_search/drift_search/primer.py
@@ -223,4 +223,7 @@ def split_reports(self, reports: pd.DataFrame) -> list[pd.DataFrame]:
         primer_folds = self.config.primer_folds or 1  # Ensure at least one fold
         if primer_folds == 1:
             return [reports]
-        return [pd.DataFrame(fold) for fold in np.array_split(reports, primer_folds)]
+        return [
+            reports.iloc[indices]
+            for indices in np.array_split(np.arange(len(reports)), primer_folds)
+        ]
diff --git a/packages/graphrag/graphrag/query/structured_search/global_search/community_context.py b/packages/graphrag/graphrag/query/structured_search/global_search/community_context.py
index eb63073095..5643e9ad2f 100644
--- a/packages/graphrag/graphrag/query/structured_search/global_search/community_context.py
+++ b/packages/graphrag/graphrag/query/structured_search/global_search/community_context.py
@@ -10,7 +10,10 @@
 from graphrag.data_model.community import Community
 from graphrag.data_model.community_report import CommunityReport
 from graphrag.data_model.entity import Entity
-from graphrag.query.context_builder.builders import ContextBuilderResult
+from graphrag.query.context_builder.builders import (
+    ContextBuilderResult,
+    GlobalContextBuilder,
+)
 from graphrag.query.context_builder.community_context import (
     build_community_context,
 )
@@ -20,7 +23,6 @@
 from graphrag.query.context_builder.dynamic_community_selection import (
     DynamicCommunitySelection,
 )
-from graphrag.query.structured_search.base import GlobalContextBuilder
 from graphrag.tokenizer.get_tokenizer import get_tokenizer
 
 
diff --git a/packages/graphrag/graphrag/query/structured_search/local_search/mixed_context.py b/packages/graphrag/graphrag/query/structured_search/local_search/mixed_context.py
index 34d8cf7d93..ad5d2888b9 100644
--- a/packages/graphrag/graphrag/query/structured_search/local_search/mixed_context.py
+++ b/packages/graphrag/graphrag/query/structured_search/local_search/mixed_context.py
@@ -15,7 +15,10 @@
 from graphrag.data_model.entity import Entity
 from graphrag.data_model.relationship import Relationship
 from graphrag.data_model.text_unit import TextUnit
-from graphrag.query.context_builder.builders import ContextBuilderResult
+from graphrag.query.context_builder.builders import (
+    ContextBuilderResult,
+    LocalContextBuilder,
+)
 from graphrag.query.context_builder.community_context import (
     build_community_context,
 )
@@ -40,7 +43,6 @@
     get_candidate_communities,
 )
 from graphrag.query.input.retrieval.text_units import get_candidate_text_units
-from graphrag.query.structured_search.base import LocalContextBuilder
 from graphrag.tokenizer.get_tokenizer import get_tokenizer
 
 if TYPE_CHECKING:
diff --git a/packages/graphrag/pyproject.toml b/packages/graphrag/pyproject.toml
index f9fa8b5373..a27df3cd30 100644
--- a/packages/graphrag/pyproject.toml
+++ b/packages/graphrag/pyproject.toml
@@ -33,7 +33,7 @@ classifiers = [
 
 dependencies = [
     "azure-identity~=1.25",
-    "azure-search-documents~=11.5",
+    "azure-search-documents~=12.0",
     "azure-storage-blob~=12.24",
     "devtools~=0.12",
     "graphrag-cache==3.1.0",
@@ -43,13 +43,16 @@ dependencies = [
     "graphrag-llm==3.1.0",
     "graphrag-storage==3.1.0",
     "graphrag-vectors==3.1.0",
-    "graspologic-native~=1.2",
+    # Hold on the 1.2.x line: graspologic-native 1.3.x changes Leiden clustering
+    # output (community counts/levels), which breaks pinned regression tests and the
+    # golden community data. Revisit deliberately with a golden-data refresh.
+    "graspologic-native>=1.2,<1.3",
     "json-repair~=0.30",
     "networkx~=3.4",
     "nltk~=3.9",
     "numpy~=2.1",
-    "pandas~=2.3",
-    "pyarrow~=22.0",
+    "pandas~=3.0",
+    "pyarrow~=25.0",
     "pydantic~=2.10",
     "spacy~=3.8",
     "blis~=1.0",
diff --git a/pyproject.toml b/pyproject.toml
index 7aeb42cbbe..0aa903cf31 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -27,22 +27,22 @@ requires-python = ">=3.11,<3.14"
 dev = [
     "coverage~=7.6",
     "deptry~=0.21",
-    "ipykernel~=6.29",
+    "ipykernel~=7.3",
     "jupyter~=1.1",
     "mkdocs-material~=9.5",
     "mkdocs-jupyter~=0.25",
     "mkdocs-exclude-search~=0.6",
     "mkdocs-typer~=0.0.3",
     "nbconvert~=7.16",
-    "pandas-stubs~=2.3",
+    "pandas-stubs~=3.0",
     "poethepoet~=0.31",
     "pyright~=1.1",
-    "pytest~=8.3",
-    "pytest-asyncio~=0.24",
+    "pytest~=9.1",
+    "pytest-asyncio~=1.4",
     "pytest-dotenv~=0.5",
     "pytest-timeout~=2.3",
     "ruff~=0.8",
-    "semversioner~=2.0",
+    "semversioner~=3.0",
     "update-toml~=0.2",
     "pytest-xdist[psutil]~=3.8.0",
 ]
diff --git a/tests/integration/vector_stores/test_azure_ai_search.py b/tests/integration/vector_stores/test_azure_ai_search.py
index ffd445508c..87dde4838f 100644
--- a/tests/integration/vector_stores/test_azure_ai_search.py
+++ b/tests/integration/vector_stores/test_azure_ai_search.py
@@ -121,7 +121,7 @@ async def test_vector_store_operations(
         )
         assert len(vector_results) == 2
         assert vector_results[0].document.id == "doc1"
-        assert vector_results[0].score == 0.9
+        assert vector_results[0].score == pytest.approx(0.9)
 
         # Define a simple text embedder function for testing
         def mock_embedder(text: str) -> list[float]:
@@ -190,7 +190,7 @@ async def test_vector_store_customization(
         )
         assert len(vector_results) == 2
         assert vector_results[0].document.id == "doc1"
-        assert vector_results[0].score == 0.9
+        assert vector_results[0].score == pytest.approx(0.9)
 
         # Define a simple text embedder function for testing
         def mock_embedder(text: str) -> list[float]:
diff --git a/tests/integration/vector_stores/test_cosmosdb.py b/tests/integration/vector_stores/test_cosmosdb.py
index de30bb6c50..163efb5e75 100644
--- a/tests/integration/vector_stores/test_cosmosdb.py
+++ b/tests/integration/vector_stores/test_cosmosdb.py
@@ -76,24 +76,21 @@ def test_clear():
         database_name="testclear",
         index_name="testclear",
     )
-    try:
-        vector_store.connect()
+    vector_store.connect()
 
-        doc = VectorStoreDocument(
-            id="test",
-            vector=[0.1, 0.2, 0.3, 0.4, 0.5],
-        )
+    doc = VectorStoreDocument(
+        id="test",
+        vector=[0.1, 0.2, 0.3, 0.4, 0.5],
+    )
 
-        vector_store.create_index()
-        vector_store.load_documents([doc])
-        result = vector_store.search_by_id("test")
-        assert result.id == "test"
+    vector_store.create_index()
+    vector_store.load_documents([doc])
+    result = vector_store.search_by_id("test")
+    assert result.id == "test"
 
-        # Clear and verify document is removed
-        vector_store.clear()
-        assert vector_store._database_exists() is False  # noqa: SLF001
-    finally:
-        pass
+    # Clear and verify document is removed
+    vector_store.clear()
+    assert vector_store._database_exists() is False  # noqa: SLF001
 
 
 def test_vector_store_customization():
diff --git a/tests/unit/indexing/operations/test_extract_graph.py b/tests/unit/indexing/operations/test_extract_graph.py
index 143f9c21f4..8311eb5898 100644
--- a/tests/unit/indexing/operations/test_extract_graph.py
+++ b/tests/unit/indexing/operations/test_extract_graph.py
@@ -10,6 +10,7 @@
 """
 
 import pandas as pd
+import pytest
 from graphrag.index.operations.extract_graph.extract_graph import (
     _merge_entities,
     _merge_relationships,
@@ -92,7 +93,7 @@ def test_groups_by_source_target(self):
         merged = _merge_relationships([df1, df2])
 
         assert len(merged) == 1
-        assert merged.iloc[0]["weight"] == 5.0
+        assert merged.iloc[0]["weight"] == pytest.approx(5.0)
 
     def test_distinct_pairs_stay_separate(self):
         """Different source-target pairs remain separate rows."""
@@ -249,7 +250,7 @@ def test_preserves_all_columns(self):
         filtered = filter_orphan_relationships(merged_rels, merged_entities)
 
         assert set(filtered.columns) == set(merged_rels.columns)
-        assert filtered.iloc[0]["weight"] == 5.0
+        assert filtered.iloc[0]["weight"] == pytest.approx(5.0)
         assert filtered.iloc[0]["description"] == ["linked"]
 
     def test_multi_text_unit_orphan(self):
diff --git a/tests/unit/indexing/update/test_update_relationships.py b/tests/unit/indexing/update/test_update_relationships.py
index 996e84de26..2ccaae4f49 100644
--- a/tests/unit/indexing/update/test_update_relationships.py
+++ b/tests/unit/indexing/update/test_update_relationships.py
@@ -9,6 +9,7 @@
 """
 
 import pandas as pd
+import pytest
 from graphrag.index.operations.extract_graph.utils import (
     filter_orphan_relationships,
 )
@@ -90,7 +91,7 @@ def test_overlapping_pairs_aggregate(self):
         merged = _update_and_merge_relationships(old, delta)
 
         assert len(merged) == 1
-        assert merged.iloc[0]["weight"] == 3.0  # mean of 2.0 and 4.0
+        assert merged.iloc[0]["weight"] == pytest.approx(3.0)  # mean of 2.0 and 4.0
 
     def test_human_readable_ids_incremented(self):
         """Delta human_readable_ids should be offset by old max + 1."""
diff --git a/uv.lock b/uv.lock
index a5a8cc7a5a..a3392f6a5a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -25,25 +25,25 @@ members = [
 
 [[package]]
 name = "aiofiles"
-version = "24.1.0"
+version = "25.1.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/0b/03/a88171e277e8caa88a4c77808c20ebb04ba74cc4681bf1e9416c862de237/aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c", size = 30247, upload-time = "2024-06-24T11:02:03.584Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/41/c3/534eac40372d8ee36ef40df62ec129bee4fdb5ad9706e58a29be53b2c970/aiofiles-25.1.0.tar.gz", hash = "sha256:a8d728f0a29de45dc521f18f07297428d56992a742f0cd2701ba86e44d23d5b2", size = 46354, upload-time = "2025-10-09T20:51:04.358Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/bc/8a/340a1555ae33d7354dbca4faa54948d76d89a27ceef032c8c3bc661d003e/aiofiles-25.1.0-py3-none-any.whl", hash = "sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695", size = 14668, upload-time = "2025-10-09T20:51:03.174Z" },
 ]
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.6.1"
+version = "2.7.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload-time = "2025-03-12T01:42:48.764Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ce/f4/eec0465c2f67b2664688d0240b3212d5196fd89e741df67ddb81f8d35658/aiohappyeyeballs-2.7.1.tar.gz", hash = "sha256:065665c041c42a5938ed220bdcd7230f22527fbec085e1853d2402c8a3615d9d", size = 24757, upload-time = "2026-07-01T17:11:55.501Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/71/43/1947f06babed6b3f1d7f38b0c767f52df66bfb2bc10b468c4a7de9eceff2/aiohappyeyeballs-2.7.1-py3-none-any.whl", hash = "sha256:9243213661e29250eb41368e5daa826fc017156c3b8a11440826b2e3ed376472", size = 15038, upload-time = "2026-07-01T17:11:54.055Z" },
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.13.3"
+version = "3.14.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -52,61 +52,70 @@ dependencies = [
     { name = "frozenlist" },
     { name = "multidict" },
     { name = "propcache" },
+    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
     { name = "yarl" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/50/42/32cf8e7704ceb4481406eb87161349abb46a57fee3f008ba9cb610968646/aiohttp-3.13.3.tar.gz", hash = "sha256:a949eee43d3782f2daae4f4a2819b2cb9b0c5d3b7f7a927067cc84dafdbb9f88", size = 7844556, upload-time = "2026-01-03T17:33:05.204Z" }
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-    { name = "azure-search-documents", specifier = "~=11.5" },
+    { name = "azure-search-documents", specifier = "~=12.0" },
     { name = "azure-storage-blob", specifier = "~=12.24" },
     { name = "blis", specifier = "~=1.0" },
     { name = "devtools", specifier = "~=0.12" },
@@ -1072,13 +1070,13 @@ requires-dist = [
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     { name = "graphrag-storage", editable = "packages/graphrag-storage" },
     { name = "graphrag-vectors", editable = "packages/graphrag-vectors" },
-    { name = "graspologic-native", specifier = "~=1.2" },
+    { name = "graspologic-native", specifier = ">=1.2,<1.3" },
     { name = "json-repair", specifier = "~=0.30" },
     { name = "networkx", specifier = "~=3.4" },
     { name = "nltk", specifier = "~=3.9" },
     { name = "numpy", specifier = "~=2.1" },
-    { name = "pandas", specifier = "~=2.3" },
-    { name = "pyarrow", specifier = "~=22.0" },
+    { name = "pandas", specifier = "~=3.0" },
+    { name = "pyarrow", specifier = "~=25.0" },
     { name = "pydantic", specifier = "~=2.10" },
     { name = "spacy", specifier = "~=3.8" },
     { name = "textblob", specifier = "~=0.18" },
@@ -1131,7 +1129,7 @@ dependencies = [
 requires-dist = [
     { name = "python-dotenv", specifier = "~=1.0" },
     { name = "pyyaml", specifier = "~=6.0" },
-    { name = "toml" },
+    { name = "toml", specifier = "~=0.10" },
 ]
 
 [[package]]
@@ -1150,8 +1148,7 @@ dependencies = [
 requires-dist = [
     { name = "graphrag-common", editable = "packages/graphrag-common" },
     { name = "graphrag-storage", editable = "packages/graphrag-storage" },
-    { name = "markitdown", specifier = "~=0.1.0" },
-    { name = "markitdown", extras = ["pdf"] },
+    { name = "markitdown", extras = ["pdf"], specifier = "~=0.1.0" },
     { name = "pyarrow", specifier = ">=14.0.0" },
     { name = "pydantic", specifier = "~=2.10" },
 ]
@@ -1162,11 +1159,13 @@ version = "3.1.0"
 source = { editable = "packages/graphrag-llm" }
 dependencies = [
     { name = "azure-identity" },
+    { name = "fastapi" },
     { name = "graphrag-cache" },
     { name = "graphrag-common" },
     { name = "jinja2" },
     { name = "litellm" },
     { name = "nest-asyncio2" },
+    { name = "orjson" },
     { name = "pydantic" },
     { name = "typing-extensions" },
 ]
@@ -1174,11 +1173,13 @@ dependencies = [
 [package.metadata]
 requires-dist = [
     { name = "azure-identity", specifier = "~=1.25" },
+    { name = "fastapi", specifier = ">=0.136.3,<1.0" },
     { name = "graphrag-cache", editable = "packages/graphrag-cache" },
     { name = "graphrag-common", editable = "packages/graphrag-common" },
     { name = "jinja2", specifier = "~=3.1" },
-    { name = "litellm", specifier = "==1.86.2" },
+    { name = "litellm", specifier = "==1.92.0" },
     { name = "nest-asyncio2", specifier = "~=1.7" },
+    { name = "orjson", specifier = ">=3.11.6,<4.0" },
     { name = "pydantic", specifier = "~=2.10" },
     { name = "typing-extensions", specifier = "~=4.12" },
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@@ -1218,23 +1219,23 @@ dev = [
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     { name = "deptry", specifier = "~=0.21" },
-    { name = "ipykernel", specifier = "~=6.29" },
+    { name = "ipykernel", specifier = "~=7.3" },
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     { name = "nbconvert", specifier = "~=7.16" },
-    { name = "pandas-stubs", specifier = "~=2.3" },
+    { name = "pandas-stubs", specifier = "~=3.0" },
     { name = "poethepoet", specifier = "~=0.31" },
     { name = "pyright", specifier = "~=1.1" },
-    { name = "pytest", specifier = "~=8.3" },
-    { name = "pytest-asyncio", specifier = "~=0.24" },
+    { name = "pytest", specifier = "~=9.1" },
+    { name = "pytest-asyncio", specifier = "~=1.4" },
     { name = "pytest-dotenv", specifier = "~=0.5" },
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     { name = "ruff", specifier = "~=0.8" },
-    { name = "semversioner", specifier = "~=2.0" },
+    { name = "semversioner", specifier = "~=3.0" },
     { name = "update-toml", specifier = "~=0.2" },
 ]
 
@@ -1254,12 +1255,12 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "aiofiles", specifier = "~=24.1" },
+    { name = "aiofiles", specifier = "~=25.1" },
     { name = "azure-cosmos", specifier = "~=4.9" },
     { name = "azure-identity", specifier = "~=1.25" },
     { name = "azure-storage-blob", specifier = "~=12.24" },
     { name = "graphrag-common", editable = "packages/graphrag-common" },
-    { name = "pandas", specifier = "~=2.3" },
+    { name = "pandas", specifier = "~=3.0" },
     { name = "pydantic", specifier = "~=2.10" },
 ]
 
@@ -1274,7 +1275,8 @@ dependencies = [
     { name = "azure-search-documents" },
     { name = "graphrag-common" },
     { name = "lancedb" },
-    { name = "numpy" },
+    { name = "numpy", version = "2.4.6", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.12'" },
+    { name = "numpy", version = "2.5.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" },
     { name = "pyarrow" },
     { name = "pydantic" },
 ]
@@ -1284,11 +1286,11 @@ requires-dist = [
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     { name = "azure-cosmos", specifier = "~=4.9" },
     { name = "azure-identity", specifier = "~=1.25" },
-    { name = "azure-search-documents", specifier = "~=11.6" },
+    { name = "azure-search-documents", specifier = "~=12.0" },
     { name = "graphrag-common", editable = "packages/graphrag-common" },
-    { name = "lancedb", specifier = "~=0.24.1" },
+    { name = "lancedb", specifier = "~=0.34.0" },
     { name = "numpy", specifier = "~=2.1" },
-    { name = "pyarrow", specifier = "~=22.0" },
+    { name = "pyarrow", specifier = "~=25.0" },
     { name = "pydantic", specifier = "~=2.10" },
 ]
 
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