diff --git a/python/packages/agentsts-core/pyproject.toml b/python/packages/agentsts-core/pyproject.toml
index 65ffb1f9b..8940d936c 100644
--- a/python/packages/agentsts-core/pyproject.toml
+++ b/python/packages/agentsts-core/pyproject.toml
@@ -11,7 +11,7 @@ dependencies = [
   "httpx>=0.25.0",
   "pydantic>=2.5.0",
   "typing-extensions>=4.16.0",
-  "cryptography>=41.0.0",  # For JWT handling
+  "cryptography>=50.0.1",  # For JWT handling
   "PyJWT>=2.13.0",  # For JWT token parsing
 ]
 
diff --git a/python/packages/kagent-adk/pyproject.toml b/python/packages/kagent-adk/pyproject.toml
index 5ed2e24e8..3251b7db3 100644
--- a/python/packages/kagent-adk/pyproject.toml
+++ b/python/packages/kagent-adk/pyproject.toml
@@ -16,7 +16,7 @@ dependencies = [
   "kagent-skills>=0.1.0",
   "aiofiles>=24.1.0",
   "anyio>=4.14.2",
-  "typer>=0.27.0",
+  "typer>=0.27.2",
   "uvicorn>=0.34.0",
   "openai>=1.72.0",
   "mcp>=1.29.0,<2",
diff --git a/python/packages/kagent-crewai/pyproject.toml b/python/packages/kagent-crewai/pyproject.toml
index d30535c2a..073683458 100644
--- a/python/packages/kagent-crewai/pyproject.toml
+++ b/python/packages/kagent-crewai/pyproject.toml
@@ -26,7 +26,7 @@ dev = [
     "pytest>=7.0.0",
     "pytest-asyncio>=0.21.0",
     "black>=23.0.0",
-    "ruff>=0.15.22",
+    "ruff>=0.16.5",
 ]
 
 [tool.uv.sources]
diff --git a/python/packages/kagent-langgraph/pyproject.toml b/python/packages/kagent-langgraph/pyproject.toml
index 720067878..0386a6c39 100644
--- a/python/packages/kagent-langgraph/pyproject.toml
+++ b/python/packages/kagent-langgraph/pyproject.toml
@@ -21,7 +21,7 @@ dev = [
     "pytest>=7.0.0",
     "pytest-asyncio>=0.21.0",
     "black>=23.0.0",
-    "ruff>=0.15.22",
+    "ruff>=0.16.5",
 ]
 
 [tool.uv.sources]
diff --git a/python/packages/kagent-openai/pyproject.toml b/python/packages/kagent-openai/pyproject.toml
index 831a87d2e..c7b632b7f 100644
--- a/python/packages/kagent-openai/pyproject.toml
+++ b/python/packages/kagent-openai/pyproject.toml
@@ -24,7 +24,7 @@ dev = [
     "pytest>=7.0.0",
     "pytest-asyncio>=0.21.0",
     "black>=23.0.0",
-    "ruff>=0.15.22",
+    "ruff>=0.16.5",
 ]
 
 [tool.uv.sources]
diff --git a/python/packages/kagent-proto/pyproject.toml b/python/packages/kagent-proto/pyproject.toml
index 9d3b57464..99445297d 100644
--- a/python/packages/kagent-proto/pyproject.toml
+++ b/python/packages/kagent-proto/pyproject.toml
@@ -9,7 +9,7 @@ description = "Generated protobuf and gRPC contracts used by kagent Python runti
 requires-python = ">=3.11"
 dependencies = [
   "a2a-sdk>=1.1.0,<2",
-  "grpcio>=1.83.0",
+  "grpcio>=1.83.1",
   "protobuf>=6.33.5,<7",
 ]
 
diff --git a/python/packages/kagent-skills/pyproject.toml b/python/packages/kagent-skills/pyproject.toml
index df2c9f1c4..51ea467fc 100644
--- a/python/packages/kagent-skills/pyproject.toml
+++ b/python/packages/kagent-skills/pyproject.toml
@@ -14,7 +14,7 @@ dev = [
     "pytest>=7.0.0",
     "pytest-asyncio>=0.21.0",
     "black>=23.0.0",
-    "ruff>=0.15.22",
+    "ruff>=0.16.5",
 ]
 
 [build-system]
diff --git a/python/pyproject.toml b/python/pyproject.toml
index 04863e5b9..d85db52c3 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -5,7 +5,7 @@ members = ["packages/*", "samples/adk/*", "samples/langgraph/*", "samples/crewai
 dev = [
   "pytest>=9.1.1",
   "pytest-asyncio>=1.4.0",
-  "ruff>=0.15.22",
+  "ruff>=0.16.5",
   "authlib>=1.7.2"
 ]
 
diff --git a/python/samples/langgraph/currency/pyproject.toml b/python/samples/langgraph/currency/pyproject.toml
index 21f484b8e..538889ca4 100644
--- a/python/samples/langgraph/currency/pyproject.toml
+++ b/python/samples/langgraph/currency/pyproject.toml
@@ -7,7 +7,7 @@ requires-python = ">=3.11"
 dependencies = [
     "httpx>=0.25.0",
     "kagent-langgraph",
-    "langgraph>=1.2.9",
+    "langgraph>=1.2.11",
     "langchain-core>=1.4.9",
     "langchain-openai>=0.3.0",
     "langgraph-checkpoint-sqlite>=2.0.0",
diff --git a/python/samples/langgraph/hitl-tools/pyproject.toml b/python/samples/langgraph/hitl-tools/pyproject.toml
index 4c2beb9a2..bda3dbdee 100644
--- a/python/samples/langgraph/hitl-tools/pyproject.toml
+++ b/python/samples/langgraph/hitl-tools/pyproject.toml
@@ -6,7 +6,7 @@ readme = "README.md"
 requires-python = ">=3.11"
 dependencies = [
     "kagent-langgraph",
-    "langgraph>=1.2.9",
+    "langgraph>=1.2.11",
     "langchain-core>=1.4.9",
     "langchain-openai>=0.3.0",
     "langgraph-checkpoint-sqlite>=2.0.0",
diff --git a/python/samples/langgraph/kebab/pyproject.toml b/python/samples/langgraph/kebab/pyproject.toml
index 104d63976..4ce591709 100644
--- a/python/samples/langgraph/kebab/pyproject.toml
+++ b/python/samples/langgraph/kebab/pyproject.toml
@@ -6,7 +6,7 @@ readme = "README.md"
 requires-python = ">=3.11"
 dependencies = [
     "kagent-langgraph",
-    "langgraph>=1.2.9",
+    "langgraph>=1.2.11",
     "langchain-core>=1.4.9",
     "langchain-openai>=0.3.0",
     "langgraph-checkpoint-sqlite>=2.0.0",
diff --git a/python/samples/openai/basic_agent/pyproject.toml b/python/samples/openai/basic_agent/pyproject.toml
index 4fbd63fea..ff8fa70eb 100644
--- a/python/samples/openai/basic_agent/pyproject.toml
+++ b/python/samples/openai/basic_agent/pyproject.toml
@@ -7,7 +7,7 @@ requires-python = ">=3.11"
 dependencies = [
     "kagent-openai",
     "openai-agents>=0.18.3",
-    "uvicorn>=0.51.0",
+    "uvicorn>=0.52.4",
 ]
 
 [tool.uv.sources]
diff --git a/python/uv.lock b/python/uv.lock
index 7e3578d9e..92e8e0238 100644
--- a/python/uv.lock
+++ b/python/uv.lock
@@ -48,7 +48,7 @@ dev = [
     { name = "authlib", specifier = ">=1.7.2" },
     { name = "pytest", specifier = ">=9.1.1" },
     { name = "pytest-asyncio", specifier = ">=1.4.0" },
-    { name = "ruff", specifier = ">=0.15.22" },
+    { name = "ruff", specifier = ">=0.16.5" },
 ]
 
 [[package]]
@@ -139,7 +139,7 @@ test = [
 
 [package.metadata]
 requires-dist = [
-    { name = "cryptography", specifier = ">=41.0.0" },
+    { name = "cryptography", specifier = ">=50.0.1" },
     { name = "httpx", specifier = ">=0.25.0" },
     { name = "pydantic", specifier = ">=2.5.0" },
     { name = "pyjwt", specifier = ">=2.13.0" },
@@ -427,7 +427,7 @@ dependencies = [
 requires-dist = [
     { name = "kagent-openai", editable = "packages/kagent-openai" },
     { name = "openai-agents", specifier = ">=0.18.3" },
-    { name = "uvicorn", specifier = ">=0.51.0" },
+    { name = "uvicorn", specifier = ">=0.52.4" },
 ]
 
 [[package]]
@@ -534,30 +534,30 @@ wheels = [
 
 [[package]]
 name = "boto3"
-version = "1.43.36"
+version = "1.43.82"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore" },
     { name = "jmespath" },
     { name = "s3transfer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/ff/9f/897287e955db0f50b12fd69ef45956e4fd2c7ddb48c736872f7ea2314443/boto3-1.43.36.tar.gz", hash = "sha256:587d7ee92a12e440ad12b0e7f11f3358f0c4d65b19f64726efc94aaf194aff28", size = 112690, upload-time = "2026-06-23T02:47:14.561Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/3f/b1/5d8bc6b7335d86f15d43a34a4bbbeced202aef2b4e942c67a5846120c1ff/boto3-1.43.82.tar.gz", hash = "sha256:bc5a7824568c117110bac8fe7ccfac63f0a946f253953d42e73a8c1fb65162e0", size = 112671, upload-time = "2026-08-27T20:08:42.01Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9f/f1/274303f52483ecf199eae6f8d9b6f5951670397ee4d72c06cfd4eb644612/boto3-1.43.36-py3-none-any.whl", hash = "sha256:42942dde254673abcbc9e6e60017c88341a4f49d99d24e1f2e290fb38138c26f", size = 140031, upload-time = "2026-06-23T02:47:13.178Z" },
+    { url = "https://files.pythonhosted.org/packages/70/d7/743fafc6d544b3552517d45958b093ec70b934b513d95b238abe935e54a3/boto3-1.43.82-py3-none-any.whl", hash = "sha256:65319e8bba6e30f74a6e2727a5688725222da2ab71c6069bc484ce5bfd101c73", size = 140026, upload-time = "2026-08-27T20:08:40.323Z" },
 ]
 
 [[package]]
 name = "botocore"
-version = "1.43.36"
+version = "1.43.83"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jmespath" },
     { name = "python-dateutil" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7c/37/da9e7f6ca73ac73afd7f0bb7f238aa5daba35c081e98d7f48a7c399599c0/botocore-1.43.36.tar.gz", hash = "sha256:4cae47d1b2d426316b85a0087d9e69e048f13bc003b5177d74639fe9dfd28205", size = 15625488, upload-time = "2026-06-23T02:47:03.192Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ed/6f/cf16418004c832e6eb9abc6905fa323a3bf96a76ca7f2e97858801a4103e/botocore-1.43.83.tar.gz", hash = "sha256:d9389b3b74400c34219965a2fb858c1d48744718865ee0496fd03bd5b21b943f", size = 16010078, upload-time = "2026-08-28T19:35:46.211Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5c/19/934f81592527a3f7f9b943c893e334c721a4644948642bc33885d584e9ec/botocore-1.43.36-py3-none-any.whl", hash = "sha256:3c65fdc39ed01d8dfde1e961b34038aed03c459f8ddf80717a12ac006475e49d", size = 15313630, upload-time = "2026-06-23T02:46:59.327Z" },
+    { url = "https://files.pythonhosted.org/packages/98/50/332d6713fa09b05ff0882f5d194569fa70d1c8735aca9829b1286fef32ba/botocore-1.43.83-py3-none-any.whl", hash = "sha256:bf75a6cf587c22d968e43e79fe122c39f82deafbe9c3422bc5d3e80b6210fc98", size = 15704489, upload-time = "2026-08-28T19:35:40.603Z" },
 ]
 
 [[package]]
@@ -826,45 +826,45 @@ wheels = [
 
 [[package]]
 name = "cryptography"
-version = "50.0.0"
+version = "50.0.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cffi", marker = "platform_python_implementation != 'PyPy'" },
 ]
-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/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/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" },
+sdist = { url = "https://files.pythonhosted.org/packages/bb/ad/5d6702db60b1e40b41ef513b6967ff5848f307d50f8449baf1634f5908f1/cryptography-50.0.1.tar.gz", hash = "sha256:5dd9bda1c12b4162f6ff568eeb5e0ff956c28d14406e875cfe8a63a2d414ff20", size = 880381, upload-time = "2026-08-25T19:45:45.499Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/ba/19/797e2aaac9df6a66f1550f49979dc1b1e39ecd2077501c30efa81e8d5d67/cryptography-50.0.1-cp311-abi3-macosx_11_0_arm64.whl", hash = "sha256:b8f852c65863251b9e3a1b8c150ce21e59b522dbb6a7d4bc80e680d38388e986", size = 4010153, upload-time = "2026-08-25T19:44:03.155Z" },
+    { url = "https://files.pythonhosted.org/packages/90/34/9ce9a62ed9dc82ca9fd6a34445b6904af56e5f38b3eae2ed32e49c36053d/cryptography-50.0.1-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:53e279950892dc102c6b4e52af03ae5ea92fac572a1ddab78ca73a997f62b69f", size = 4723133, upload-time = "2026-08-25T19:44:05.461Z" },
+    { url = "https://files.pythonhosted.org/packages/57/26/e6d4fc8512a51a5f9ee7bfdbfb853bce1197087df40c9ad993ad370b846f/cryptography-50.0.1-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:ff838d62ec1bfce4f9ba7fa16f4a7b554cd8d0c299e6be37502161a660c84eef", size = 4712478, upload-time = "2026-08-25T19:44:07.375Z" },
+    { url = "https://files.pythonhosted.org/packages/e6/de/d3cdc2815697aae84126cbd6a030ca7b6b452e28a88b501b836bd3aa7a86/cryptography-50.0.1-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:e74591e283fe6eb956416c929eb58262a719fe0311fd9054c62c3350ed8760d8", size = 4730726, upload-time = "2026-08-25T19:44:09.294Z" },
+    { url = "https://files.pythonhosted.org/packages/55/32/38c0d344b98c06d34b5df8946565a9c0d6dbf32c8e0730a7f05f0a3c6cab/cryptography-50.0.1-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:5fe002589592ed749ce77fe0695fcbd3500dd61d7d6db5858a7544c612fa8e45", size = 5353524, upload-time = "2026-08-25T19:44:11.96Z" },
+    { url = "https://files.pythonhosted.org/packages/e1/1b/82f0f0d8858d4432be1af790477edf62aef90324041aa07c57e57bef1af7/cryptography-50.0.1-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:51593d180cf6d179bde5c5d065bed81386b1f381656ae7d042b7ffc87a9895ad", size = 4746720, upload-time = "2026-08-25T19:44:14.051Z" },
+    { url = "https://files.pythonhosted.org/packages/29/ba/042ca458b8c64348c768284b5d23e69b92ed53d057ab779fee628564676d/cryptography-50.0.1-cp311-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:359e62deae718bce96170e223fdcb6357e4fbd3bb7a3a75f4430763532560e49", size = 4361866, upload-time = "2026-08-25T19:44:16.167Z" },
+    { url = "https://files.pythonhosted.org/packages/39/3b/e96c1ef71edef71057c7e3c3d982ce8fda554e0c52d0cc19c18845cde3eb/cryptography-50.0.1-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:e2ca8fd1b6b4b82a1c4cb02841d0837e3c12336c2e24b520ab8ab3b969733d8f", size = 4730028, upload-time = "2026-08-25T19:44:18.085Z" },
+    { url = "https://files.pythonhosted.org/packages/e3/38/45abd72ef63f2e7d0754a6cacf97bd8b69512ace7f6130d24c39ece65da2/cryptography-50.0.1-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:76de83fbd91ac49c0feaaa983d0748fd7a53176afac5fb3bf7478d244f0eb527", size = 5308405, upload-time = "2026-08-25T19:44:20.197Z" },
+    { url = "https://files.pythonhosted.org/packages/85/66/6ccca4722987ddedaa7fc9c3f4708af7431f5535666c174350830888c6b7/cryptography-50.0.1-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:51afcfceb15597cf2635068e4ac9a56b2abde622edde17f37d85fd7b5306497a", size = 4746230, upload-time = "2026-08-25T19:44:22.376Z" },
+    { url = "https://files.pythonhosted.org/packages/13/0e/b1f92e013228111413f2e6743948b80bc24dfd3c1b87ba98ceea16f5df89/cryptography-50.0.1-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:be224a65493ec5b74a158ff22a5522ce4a5ca1e543c647a3a4730d4a09e5f959", size = 4862596, upload-time = "2026-08-25T19:44:24.472Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/22/c3654cccc856e9d682817b04ac3ee79731cb09ca6f95996a95c904de2883/cryptography-50.0.1-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:9ebcdd5519be9b652a46f507817a74591774fc3d6923ac364e4dfa64e36b291b", size = 5014082, upload-time = "2026-08-25T19:44:26.709Z" },
+    { url = "https://files.pythonhosted.org/packages/42/8b/cb12b1b60c91b074ca6bf0fdd59aa8f10d8bc5f73af8faece86ef0421b37/cryptography-50.0.1-cp311-abi3-win_amd64.whl", hash = "sha256:aed8db4f6d71c51efb89530e12d9464e7bf2923d46c3205dc794a2a93f8c0648", size = 3842826, upload-time = "2026-08-25T19:44:28.784Z" },
+    { url = "https://files.pythonhosted.org/packages/84/a9/ee16a903f13755e914d1eecc482fe64d1f10761c3960e5d8fa6837377aff/cryptography-50.0.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:ca83d00d9e69cd5eb63f2e69c3a5a59e0cecae5ae14c6ae0b35830fe3b37bad0", size = 4035307, upload-time = "2026-08-25T19:44:58.305Z" },
+    { url = "https://files.pythonhosted.org/packages/5e/a5/9ec7e81e8526c0d7a387d73386b2daed3f39e10d81a85930bd1b6bfba65c/cryptography-50.0.1-cp39-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:05ba322c4da95b262a212c345af888ef2c37c88c0509756ea00a0e6d68850f23", size = 4751900, upload-time = "2026-08-25T19:45:00.401Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/3c/0e77bd5ffcf078e9dd27d3074aad6c030d9b10d0bf69329d573c927a188c/cryptography-50.0.1-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e22dfed744bd4002e909464cb23d2f0b05c6f3113a79ef2e9864a53db737c733", size = 4738357, upload-time = "2026-08-25T19:45:02.786Z" },
+    { url = "https://files.pythonhosted.org/packages/27/3a/3c5f80daa4dcd47323c7af8a2fcb90de27a33564d4fcac69846c0972691a/cryptography-50.0.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:4c4188f7c0cf655be5c06342b817ed0f9595b69ffa2b12026e5353eed29dea88", size = 4758474, upload-time = "2026-08-25T19:45:04.889Z" },
+    { url = "https://files.pythonhosted.org/packages/6e/2b/214cf0cf93db9628c3c20c896b229f327f6fb1b20e4b3743d8ad3f00af8b/cryptography-50.0.1-cp39-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:2ebbfb0f1fed745e91796e3e1080a1440423fdae8ece1b995a1d80883a409054", size = 5375862, upload-time = "2026-08-25T19:45:07.163Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/51/3f9701867a46b6c1740c9b52fc4d3bed6cbdcfedcc9b6e64305c07f39cff/cryptography-50.0.1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:407fe2b6db00939c05c0e945e9914238f2f0a430974839429dafc82b1ee6bee5", size = 4772942, upload-time = "2026-08-25T19:45:09.396Z" },
+    { url = "https://files.pythonhosted.org/packages/0d/5c/13ea642e08e2544d0f5396122055f4820cfacb3203562197b5967125ea97/cryptography-50.0.1-cp39-abi3-manylinux_2_31_armv7l.whl", hash = "sha256:2b34d76a652ea2b6faf777c35df230c5637842cd904e04f16230c3f9f03e4361", size = 4383347, upload-time = "2026-08-25T19:45:11.659Z" },
+    { url = "https://files.pythonhosted.org/packages/84/d5/7d1fe1cb93f91c428093ff234e128c89ba8ea61a6f26aab406081f9b996e/cryptography-50.0.1-cp39-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:01f41478cf33fc605a6a089cd56d28b45c6c0b45a1928b61797f2621a04bac71", size = 4758050, upload-time = "2026-08-25T19:45:13.745Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/04/557fc5ead96a829e0bc812a3b9dc4a52a2f27e4f7f5950da7ff27653a805/cryptography-50.0.1-cp39-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:fc3ed7ebd2a8c96f5b166de0ab9b624996bef3b07bbeb19364dfb78222c22c80", size = 5332955, upload-time = "2026-08-25T19:45:16.193Z" },
+    { url = "https://files.pythonhosted.org/packages/8c/eb/5d7124083e8d8cda8f5b348f544b71ad6f707ad63193758ef4d8e569da02/cryptography-50.0.1-cp39-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:9dde0a357190eb3b1da1bb9ab750e9c85cba82ca5977aa0836cbb94e92611239", size = 4772694, upload-time = "2026-08-25T19:45:18.315Z" },
+    { url = "https://files.pythonhosted.org/packages/63/8e/f1f955e0921dd2b6d22eae7e8d24a4c4b638d10735ffbf6a71f99eb0fcb8/cryptography-50.0.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:fd3718b960d0b5dd213cdf03f3bcb7000e69dda0de8b956061947ff6bcff5558", size = 4888413, upload-time = "2026-08-25T19:45:20.4Z" },
+    { url = "https://files.pythonhosted.org/packages/1f/ab/89e2b798d2c3925f82e2bb72d5979f3d2f6da2dd22ef4a8cd8b70d920039/cryptography-50.0.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:2a93d05e34d5f67fba6f891fe85d929999baa7195e853923ea6d7576c9e68c5e", size = 5044355, upload-time = "2026-08-25T19:45:22.353Z" },
+    { url = "https://files.pythonhosted.org/packages/99/89/87ef49ffe383ef4e147d27b7bf2088fb0b54ea409dd87b5a89442e5828a5/cryptography-50.0.1-cp39-abi3-win_amd64.whl", hash = "sha256:55d16b1ef3ee0958d893a977b19777887e546c9954ea81b200c3301a864013f2", size = 3875429, upload-time = "2026-08-25T19:45:24.418Z" },
+    { url = "https://files.pythonhosted.org/packages/c7/27/8d207af749c453ee17ea087340b3f2b4adef75aadd1d277b1b129bdda84e/cryptography-50.0.1-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:9cb3cb952cf5a8abd50c782a98a89d71699715e802fe349704b47f2425b42a94", size = 3974350, upload-time = "2026-08-25T19:45:26.551Z" },
+    { url = "https://files.pythonhosted.org/packages/14/9a/6d3a4d7852e22d657438b7bf51f66102c7d71c0e1fafeec652281d0403e5/cryptography-50.0.1-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:5fe939deeb161024a6be98229c953b6591fef1f41214497a78fe793a244c017f", size = 4698675, upload-time = "2026-08-25T19:45:28.658Z" },
+    { url = "https://files.pythonhosted.org/packages/73/35/5c3717edf9e68a0550ce04e28eab493fe545eccd81742af03f6a75fe260b/cryptography-50.0.1-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:fb4b9672d389c738b175c4166e78310f8a70358886aacd9173ee03a85ffdc671", size = 4707410, upload-time = "2026-08-25T19:45:30.816Z" },
+    { url = "https://files.pythonhosted.org/packages/1d/e0/e786934472e3ac4ecdecc7b129a0ca1a2a40dffdafcf2c3ea9d4397f8def/cryptography-50.0.1-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:d63ae8f6481fec907ac0f588eee8a90aefde112c633131fe540e5711ddbb5a4e", size = 4698378, upload-time = "2026-08-25T19:45:33.043Z" },
+    { url = "https://files.pythonhosted.org/packages/51/cf/5b3f53a0b74d122f023476ede40ba5d3e70d5cf475f73b899740d26a4fb2/cryptography-50.0.1-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:804728ce710890870f3aaa344b2e161172d258d768ac139d02cfd9092d0d94e6", size = 4706889, upload-time = "2026-08-25T19:45:35.086Z" },
+    { url = "https://files.pythonhosted.org/packages/71/44/711e61f7d014be825ef79b285b047292d1bf893732ac1bc030a351fb517f/cryptography-50.0.1-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:693c99b49bd37d0d096e4334c10232c77248c415b98d35236094cdf96d57258b", size = 3824006, upload-time = "2026-08-25T19:45:37.281Z" },
 ]
 
 [[package]]
@@ -900,7 +900,7 @@ requires-dist = [
     { name = "kagent-langgraph", editable = "packages/kagent-langgraph" },
     { name = "langchain-core", specifier = ">=1.4.9" },
     { name = "langchain-openai", specifier = ">=0.3.0" },
-    { name = "langgraph", specifier = ">=1.2.9" },
+    { name = "langgraph", specifier = ">=1.2.11" },
     { name = "langgraph-checkpoint-sqlite", specifier = ">=2.0.0" },
     { name = "langsmith", extras = ["otel"], specifier = ">=0.10.10" },
 ]
@@ -996,7 +996,7 @@ wheels = [
 
 [[package]]
 name = "fastapi"
-version = "0.138.1"
+version = "0.141.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "annotated-doc" },
@@ -1005,18 +1005,18 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "typing-inspection" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/8a/c9/5e8defe249899c0dc900643695fc07829a67fc88b4ff2cdb03fcbdbf5a4b/fastapi-0.138.1.tar.gz", hash = "sha256:96e3702dce09ee0dce48856135620d3d865ca684a79fe7513fd7b13a12f82862", size = 419646, upload-time = "2026-06-25T15:40:42.115Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8a/02/91e3416a8fdd715abb903a952a6bec7cdd8d14eed55d415fc8595524c319/fastapi-0.141.1.tar.gz", hash = "sha256:e8822fc40db1e1858054d7a949a888695bc9bdce70139178e33bd2871a453ca1", size = 425799, upload-time = "2026-07-29T17:18:05.568Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/38/a9/69a6924f645eb4dd8cd625bf255b3625990eb3e14e073438a53c405dcd3e/fastapi-0.138.1-py3-none-any.whl", hash = "sha256:b994cae7ba8b82c976a728b544244de31333fa5f7d261f9a1dffe526444cae23", size = 129182, upload-time = "2026-06-25T15:40:40.771Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/03/10388a42375ee7e4ac9b94eb2c5c569c8b5795e377e701c9ac3ad63de890/fastapi-0.141.1-py3-none-any.whl", hash = "sha256:bfb91aa2d334c61cb35ba9a116fc123b3d3df31640b801cf57a7a78ec3f603b3", size = 131954, upload-time = "2026-07-29T17:18:04.364Z" },
 ]
 
 [[package]]
 name = "filelock"
-version = "3.29.4"
+version = "3.32.4"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/e6/dc/be6cbe99670cd6e4ad387123647cb08e0c32975e223f82551e914c5568a6/filelock-3.29.4.tar.gz", hash = "sha256:10cdb3656fc44541cdf30652a93fb10ec6b05325620eb316bd26893e4201538a", size = 63028, upload-time = "2026-06-13T16:12:00.744Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/6d/30/03b03951873a1a0ffc7e8ca0e10c15597b59e8d0e39260704cd2ea087bc4/filelock-3.32.4.tar.gz", hash = "sha256:2bde2e4cf732e0153406d8a7bc80620ecf5e621fe0d25e41143c4e3b4733ff30", size = 222126, upload-time = "2026-08-23T17:37:55.363Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/13/37/a065dc3bd6e49423a6532c642ca7378d3f467b1ef44c2800c937af7f9739/filelock-3.29.4-py3-none-any.whl", hash = "sha256:dac1648087d5115554850d113e7dd8c83ab2d38e3435dde2d4f163847e57b767", size = 42757, upload-time = "2026-06-13T16:11:59.582Z" },
+    { url = "https://files.pythonhosted.org/packages/01/a4/9b63d595d748e3aff8812b65eacc1a2c4bd90b7c2012e08e72373b4835eb/filelock-3.32.4-py3-none-any.whl", hash = "sha256:22e58ca3b1ae3b98993b762d7338367ae64fe50252bf78d59da3bfebcdf1cedd", size = 99864, upload-time = "2026-08-23T17:37:53.913Z" },
 ]
 
 [[package]]
@@ -1349,43 +1349,43 @@ wheels = [
 
 [[package]]
 name = "grpcio"
-version = "1.83.0"
+version = "1.83.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/0c/98/304898ac4e04e2d5e4e4c2eadc178b1f2a16d5f4bc2f91306c87d64680b9/grpcio-1.83.0.tar.gz", hash = "sha256:7674587248fbbb2ac6e4eecf83a8a0f3d91a928f941de571acfd3a2f007fbc24", size = 13428824, upload-time = "2026-07-23T15:20:37.759Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/d3/f6/3b781cd07a715ea5f5125ae264226e7fc4d87603d6d3955022cabfdc5da2/grpcio-1.83.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:8ff0b8767ddd62704e0d9571c1890af08d84a3a689ebba1807e62519d0b3277f", size = 6338720, upload-time = "2026-07-23T15:19:13.177Z" },
-    { url = "https://files.pythonhosted.org/packages/21/cc/d14833d15d5984e366f1b027fa78bd038c9b028c66880bffb0f5a4d25ee2/grpcio-1.83.0-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:4772402f43517b4824980be4b3b2274a81eec0004a70009473c31b340d43e223", size = 12178773, upload-time = "2026-07-23T15:19:15.401Z" },
-    { url = "https://files.pythonhosted.org/packages/6b/98/8acbb416544e7871132d8e42a07ed70c802d70e6a16c6009e505a34d32a4/grpcio-1.83.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:f4cee5fc86e84a0cf7ad1574b454c3320e087c07f55b7df5dc0ac6a873fb90c0", size = 6921203, upload-time = "2026-07-23T15:19:17.824Z" },
-    { url = "https://files.pythonhosted.org/packages/45/9c/0fdbfaf4fc54e5c88f6bce4008a065092fe7fbc4460eb5617ae8b20fd505/grpcio-1.83.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:f5e822a7e7d03282f6ad225e710493c48b9057a353358344a5f7c42b2b37618d", size = 7648508, upload-time = "2026-07-23T15:19:19.685Z" },
-    { url = "https://files.pythonhosted.org/packages/f3/ea/107b9dbb2ed3ad14dd774fd3dde7d29ff9938a6c198654becb2c3a0e9a6a/grpcio-1.83.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f5f410d7c2903eabb34789dfd6342eef04af1ad459943936b7e09a9f5bd417b9", size = 7079466, upload-time = "2026-07-23T15:19:21.478Z" },
-    { url = "https://files.pythonhosted.org/packages/3b/06/9fa9941089e6fae83b060b6ce61c1e81053e52decae43197245f45e07d36/grpcio-1.83.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ee94a4016fdf8699fb1fd8a38652475ff677f1c72074cee44deeeb9a7e95e745", size = 7605583, upload-time = "2026-07-23T15:19:23.74Z" },
-    { url = "https://files.pythonhosted.org/packages/a8/2f/f10fb56062dc2771c630827a82d9ad0ecd05cad572ea3b08d49f6631680a/grpcio-1.83.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:c6444666317338e903093c7c756e6cc88eee59f798cb8dd41e87725bf54e1617", size = 8637810, upload-time = "2026-07-23T15:19:25.536Z" },
-    { url = "https://files.pythonhosted.org/packages/99/55/f84927258f6a1b6ea6dea661fdc6de859b35e560c96f3012d15ccd39f85e/grpcio-1.83.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:aa074041231f03959cb097dd5517b0677b8ea49215bae01d5710a7b69dd59969", size = 8008021, upload-time = "2026-07-23T15:19:27.863Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/6b/cdf72161397ccd29d4ca2192f641524536c9cf54ad948c9dd0e0e01138fa/grpcio-1.83.0-cp311-cp311-win32.whl", hash = "sha256:cb056f6e171c42639a50460b2929c82241fda51f71cf3dcdd68090fe45095a45", size = 4404376, upload-time = "2026-07-23T15:19:30.137Z" },
-    { url = "https://files.pythonhosted.org/packages/df/ed/e0ffeb4c848699c194dc9fb6a29ab29bcb2b6aac8c416bf18c51bfe8242c/grpcio-1.83.0-cp311-cp311-win_amd64.whl", hash = "sha256:7416952ca770477990257206276999056f8316d79196f2f25942393e58a20b49", size = 5164469, upload-time = "2026-07-23T15:19:31.941Z" },
-    { url = "https://files.pythonhosted.org/packages/15/2b/51e32514a4e9b715375c99721aadff0f24164cc2049b8269eda4de82a814/grpcio-1.83.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:28f6c35ac8fcf10e4594f138e468f194360089dde40d126a7033e863fc479930", size = 6303167, upload-time = "2026-07-23T15:19:33.78Z" },
-    { url = "https://files.pythonhosted.org/packages/39/33/b5b50fc2c6fbe350e04814047bb2d409feec7b36ef8b170254c050e06bc0/grpcio-1.83.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:33898e6a28e4ae598f1577cb1c4fec2a15c033d0ec52b9b45a09610dd045b9da", size = 12160538, upload-time = "2026-07-23T15:19:35.958Z" },
-    { url = "https://files.pythonhosted.org/packages/7b/5f/734e72e7b9f79bcf0b2c270b8d3bca0e4ebb97a27a50d06240b145f6d41e/grpcio-1.83.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:6fb8a1dd0c6f0f931e69e9d0dc6d1c406ed2a44fa963414eafba07b7fb685d16", size = 6869310, upload-time = "2026-07-23T15:19:38.607Z" },
-    { url = "https://files.pythonhosted.org/packages/a4/17/a1735f215b2a5cd43c38b79eac072ad197e61be9829905b6b29550abd0db/grpcio-1.83.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:2b5e75c34842cd9c1b95285ca395c6a569664b81e3ffa6b714125922942abaaf", size = 7613472, upload-time = "2026-07-23T15:19:40.645Z" },
-    { url = "https://files.pythonhosted.org/packages/b2/78/c9e81f806ac704b6b145cb01628db398985b1f8dfdc10e23b55fb0902b3d/grpcio-1.83.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:aeb339838db07600481ef869507279b75326c75eac6d10f7afa62a0da1d2bcdd", size = 7040616, upload-time = "2026-07-23T15:19:42.349Z" },
-    { url = "https://files.pythonhosted.org/packages/9a/ba/94cd5af859876049d340480acbb61a959096c84b567f215534faa78d0424/grpcio-1.83.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f47d62808b4c0a97b78bff88a6d4ca283a2a492b9a04a87d814af95ca3b9c19c", size = 7570491, upload-time = "2026-07-23T15:19:44.357Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/15/108d30d5a5c964312ae8b9cb0e8cc5b3c1cc68d8f757cca52b3565534d26/grpcio-1.83.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:62003babc444a606dcd1f009cd16391ce23669ae4ad6ec267a873da7937a69f5", size = 8605036, upload-time = "2026-07-23T15:19:46.454Z" },
-    { url = "https://files.pythonhosted.org/packages/ea/23/3828ae13c3db8233d123ad612747665817b952d8a954f32390230b582336/grpcio-1.83.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:1aa567f8c3f19850ffd5d2858c9a8ea7c80f0db6c01186b71eb31e923ec984f5", size = 7981587, upload-time = "2026-07-23T15:19:48.913Z" },
-    { url = "https://files.pythonhosted.org/packages/17/5b/77af31228f55f55a2a5112bb0077ad0a1c4d23dbb0c2853a62475bbdcc14/grpcio-1.83.0-cp312-cp312-win32.whl", hash = "sha256:cb2906c61db4f9c64cc360054b5df70eeb81846228e9e56a4944bd415a63dadc", size = 4394004, upload-time = "2026-07-23T15:19:50.618Z" },
-    { url = "https://files.pythonhosted.org/packages/c0/da/f706e39550e7a3732ce2b9c5926107a93d74a802775b19b642a6df27dc96/grpcio-1.83.0-cp312-cp312-win_amd64.whl", hash = "sha256:1c699bbb20f143c8f2bff219de578aa2dc1f919399d67dc702b038b986ee62df", size = 5158525, upload-time = "2026-07-23T15:19:52.246Z" },
-    { url = "https://files.pythonhosted.org/packages/56/eb/135daaa713f32d33b8f99b4153b3f8dc3b2a124996ac15581bf9ebdad3c3/grpcio-1.83.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:6662f3b1e07cc7493d437351860dc867bddc6a93c83ecf33bbfdaf0c217ab2d0", size = 6304480, upload-time = "2026-07-23T15:19:53.962Z" },
-    { url = "https://files.pythonhosted.org/packages/8f/a1/121806ce69f23138dabe06aa595b0e5f1ae051a37e4c1954eed7d692c800/grpcio-1.83.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:74fe6f9e8a35c7dbf32255ee154d15e3e5338a81ed39173d079d594d2e544cd1", size = 12154419, upload-time = "2026-07-23T15:19:56.3Z" },
-    { url = "https://files.pythonhosted.org/packages/b0/e8/d0389e09cd6b4c4d3089b92967ae4e3ffd64795bd349bf2f85cd6656d3da/grpcio-1.83.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:10b3fa0475eb572c9a81a6fe37fa16a9c500c0c91cfc148cac15692b7e3c2867", size = 6873200, upload-time = "2026-07-23T15:19:58.701Z" },
-    { url = "https://files.pythonhosted.org/packages/f8/51/f464c1d211fa50d5adbabe1b2e519948d99c13757052bfc9ea7afa28e284/grpcio-1.83.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:5f20a988480b0f28207f057f7f7ae1313393c3cef0adcfeae8248f9947eaf881", size = 7618811, upload-time = "2026-07-23T15:20:00.733Z" },
-    { url = "https://files.pythonhosted.org/packages/e8/c0/539fe0832f2dd6500a28f5263071623fb34e8d4867aec632ccf81bd21156/grpcio-1.83.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7bd82671b39065ba18cd536e9cd45b27ff649053f81ddd2c6a966d595067080f", size = 7042310, upload-time = "2026-07-23T15:20:02.675Z" },
-    { url = "https://files.pythonhosted.org/packages/8c/ca/ccf617d37ffa72567fa8e005ec7090c99da922799be2fb9847c8b21ca18c/grpcio-1.83.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:bc60215b5cb9fc8ca72942c498b551ac2305bd08f6ef8d4e3f0d21b64fbecd61", size = 7575412, upload-time = "2026-07-23T15:20:04.712Z" },
-    { url = "https://files.pythonhosted.org/packages/eb/b9/fd8d5245f823a8e0fd35d90e20ea3aa4acd47f8d5318fa8df307df52dec6/grpcio-1.83.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:f1c3e5689d4b90987b1d72022bcfe866a9a3dc66197484cf856d96b6150e7f45", size = 8604248, upload-time = "2026-07-23T15:20:06.77Z" },
-    { url = "https://files.pythonhosted.org/packages/14/1e/f37632fc11db72dfa4bba86c3a43e54358e53030df111ecae5e91a733ad6/grpcio-1.83.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a21cb4eeeba124443f399be2e8b624943cde864dcbe588cb42e5c483a52a906c", size = 7977458, upload-time = "2026-07-23T15:20:09.109Z" },
-    { url = "https://files.pythonhosted.org/packages/93/b6/d70b69ae5c0cfc341b9ba474980e4ed99cbf05c0e4a14e9eee8cb73db0a5/grpcio-1.83.0-cp313-cp313-win32.whl", hash = "sha256:8fe04f1050a59f875601eb55d42b4f66946fe89817f967e34db1462ccd07dadf", size = 4393993, upload-time = "2026-07-23T15:20:11.017Z" },
-    { url = "https://files.pythonhosted.org/packages/0f/13/45d4cccb555cf4c476226979bf3d2fd0b0254216f7564c3a053e35117efc/grpcio-1.83.0-cp313-cp313-win_amd64.whl", hash = "sha256:6e01ecd9d8ef280abe1365138a4dc318f9a5287f4cb1b41d07816f796653f735", size = 5159650, upload-time = "2026-07-23T15:20:12.979Z" },
+sdist = { url = "https://files.pythonhosted.org/packages/e2/b1/46539f5050d7c316a13396d185451f95084a74ddc68b12d818595bef0377/grpcio-1.83.1.tar.gz", hash = "sha256:9cee6fcbf2eb57c4b49451787bfa87be8efc1ca02a0b327dd4b54d44502e362b", size = 13445033, upload-time = "2026-08-28T07:09:11.464Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d3/e8/2a69fe506c992fc4b02ede5a6255a4b19b7922527d7f0ab2229695463fc1/grpcio-1.83.1-cp311-cp311-linux_armv7l.whl", hash = "sha256:907a5e5afb31f7a46376afc1a1edddd7afa00a74bbbc5b78979bbc34479581f6", size = 6340700, upload-time = "2026-08-28T07:07:49.232Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/56/6628e935ca7c5b9270810dd1cb61e5d2ea53eb7d26c62d2987bfef46e022/grpcio-1.83.1-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:547645f02499c972f3edec9be4db9997f1d03df307c1c199772342ed6d8b3c6d", size = 12183471, upload-time = "2026-08-28T07:07:51.18Z" },
+    { url = "https://files.pythonhosted.org/packages/14/c9/f748ae4bd2120c91cf07e7a74cfd3ceac0e36b06d082cd3db802163a372a/grpcio-1.83.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:34f1841fc6d1d76f8a2d74177eafa2d1ec7d7e039633488c9fcc1b375a1fc165", size = 6924669, upload-time = "2026-08-28T07:07:53.223Z" },
+    { url = "https://files.pythonhosted.org/packages/c3/d1/797b72d87b0ad8cce15fb4ad247472054655bce94bf64027b2285d7c3666/grpcio-1.83.1-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:05ba265193fbd9f63355311ec7567bba32a72aeb8e9fd7b3443e4fcad87b0750", size = 7654706, upload-time = "2026-08-28T07:07:54.931Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/bf/7f0850aa13d98bb4dd8e7633b6beb639e6fd80a8c0813ad36dec3240f70e/grpcio-1.83.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5cce1d9fe2887239f054dc9c314597e04f33d2e6bd3150a91c4946d7e5be5d98", size = 7083816, upload-time = "2026-08-28T07:07:56.867Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/8a/5047fc4041cb6499d836001b4ac2ced0b00aecd2fc6d88e81993066ebbf6/grpcio-1.83.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:f732feb060ef57c1a040c24cee072ba9fab99bd0a7d2c916ef3f1c4d84b98974", size = 7607412, upload-time = "2026-08-28T07:07:58.654Z" },
+    { url = "https://files.pythonhosted.org/packages/cb/83/b397786f79323c2c127733d6310a5dbe3898333bc5d1153785dbdbcfce9b/grpcio-1.83.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:145b0050d24eb38accd9dc7ae09a3c09b8e7330159f3cfb46b1dba8711d50c42", size = 8643027, upload-time = "2026-08-28T07:08:00.853Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/3c/ac8ca4521760c8c5876af2f284109c3f826d3ba9836b2226c76ba06258ee/grpcio-1.83.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:e844cdb25c3c93c7572e0a37137c12305efea493be4eb65801b3ee93f180c186", size = 8010270, upload-time = "2026-08-28T07:08:02.949Z" },
+    { url = "https://files.pythonhosted.org/packages/da/3a/ec8680e53ead511e8e3e6efb98771b32b96ea7a0c6a3ad23ffe85a8f83d3/grpcio-1.83.1-cp311-cp311-win32.whl", hash = "sha256:0d07661944477517b12a239e18720c8d9038f80a62f2c56260fae80327f43d2a", size = 4405295, upload-time = "2026-08-28T07:08:04.961Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/77/c169e2cee593c49399273912bacab20e50422489c0f884c1e3ae95a1af08/grpcio-1.83.1-cp311-cp311-win_amd64.whl", hash = "sha256:e572da3e247b28a98f46636d33c756e81ffb0f5def96c231ba45332333060595", size = 5166265, upload-time = "2026-08-28T07:08:06.459Z" },
+    { url = "https://files.pythonhosted.org/packages/85/9e/a3ba13e08bbee5bf6e57597dfe4823961fd7e94c0b8afe3a4bb7dca639f3/grpcio-1.83.1-cp312-cp312-linux_armv7l.whl", hash = "sha256:5acd14c6ddf047de62cbf8745b11103ea91abbf57d1b8edd5395ccd9fcd13abb", size = 6303170, upload-time = "2026-08-28T07:08:08.188Z" },
+    { url = "https://files.pythonhosted.org/packages/1c/ae/65ce56a2527faa17d02cba4c2231c74047ad898be339486ba87f093bfb66/grpcio-1.83.1-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:16138031a47b771860a16a975b53087f4fd5bbdbb2c03a188c5d90ad65d2bdae", size = 12165806, upload-time = "2026-08-28T07:08:10.309Z" },
+    { url = "https://files.pythonhosted.org/packages/4e/91/40432480088a2243d360864de072ed5b78c4ebbaabd29c28918f1e1b1454/grpcio-1.83.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:5ccc26715fd4defca5e129e280dd883b1737b65045ec50ffe22ce42104089519", size = 6872490, upload-time = "2026-08-28T07:08:12.355Z" },
+    { url = "https://files.pythonhosted.org/packages/c8/62/3da2300c8c79fd20a78a8a4bb6251e5068d9af33bc8fd389b98fec35e8a3/grpcio-1.83.1-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:b74f2a1d9ab1dfa3e263ef33d581613679b78d0884babf11671af26e45570ead", size = 7618367, upload-time = "2026-08-28T07:08:14.025Z" },
+    { url = "https://files.pythonhosted.org/packages/bc/19/9fc702e31a631262d7a752fa699f6022821e707fefc8bff49b1550a57729/grpcio-1.83.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:72578aa07a4008f17521ef52debcc3acfd1e2c5426243bc3ffb56a38bfe610b7", size = 7040936, upload-time = "2026-08-28T07:08:15.963Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/56/95933cc44cba2429765fa065c951dd529e5771b119d9d2481b4646f1d6a5/grpcio-1.83.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c12e1fc59c6dc26d10d9144453ddc6cbfe4cd4c31e874ed2d0132f88e685eb8b", size = 7573096, upload-time = "2026-08-28T07:08:17.729Z" },
+    { url = "https://files.pythonhosted.org/packages/ac/80/af63359da06b016de48cb111f144703a10043850dafa43ae0a038907b9e8/grpcio-1.83.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:4910b62f7d12197160bfb7de06d876d64dd12d43483e8292f98f49ca09b628d9", size = 8609442, upload-time = "2026-08-28T07:08:19.777Z" },
+    { url = "https://files.pythonhosted.org/packages/3d/fa/f0586c56bdfb8a7a2adda01e0ac2413447cde3141ab09411a5d5afdcffd3/grpcio-1.83.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:9e703effe3ae779925c82ac24fdb82cf4105e1096810151ed9501c5f34546b9c", size = 7984321, upload-time = "2026-08-28T07:08:22.114Z" },
+    { url = "https://files.pythonhosted.org/packages/25/8a/14ec05669f9eb295801e26c2ea8c561a1b786b0e3557c2c22131165ab010/grpcio-1.83.1-cp312-cp312-win32.whl", hash = "sha256:a2aea8bd6e0a34f12cbaddb7bb70bec836818789fa5c7ab7572c6b745396a2d4", size = 4395604, upload-time = "2026-08-28T07:08:24.08Z" },
+    { url = "https://files.pythonhosted.org/packages/e9/37/8c2f7cc16089e36a3fbacaacc7a3d043912aa0d2dfae5556f6450414ea6e/grpcio-1.83.1-cp312-cp312-win_amd64.whl", hash = "sha256:583bf2e8255040a4a312f9572dfe62a05271437b149550e1a536d5c47d2d1e8a", size = 5161512, upload-time = "2026-08-28T07:08:25.81Z" },
+    { url = "https://files.pythonhosted.org/packages/7c/fd/d1fc58933bf88c9209f89dc570c810f1aa57cb04b3459cf2b26f61e32112/grpcio-1.83.1-cp313-cp313-linux_armv7l.whl", hash = "sha256:8d228e253b77865efcbdd7b5894ca882c9e0ea98c02b7d20582e61ded8dfd4b5", size = 6305628, upload-time = "2026-08-28T07:08:27.872Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/49/0b40bae059c619505c9b751cee6caa208e4904e290aaefa1728c4c2c67a5/grpcio-1.83.1-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:0468b627f2987c9a77f7580030207cbd85457ffe52998beff4f0b5c38c58a72c", size = 12156839, upload-time = "2026-08-28T07:08:30.191Z" },
+    { url = "https://files.pythonhosted.org/packages/61/4b/e8c0d635da0ee5ddd9950c8d540f5dcdd0ef1854a382cc55496a487a8d31/grpcio-1.83.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:a6a282e81530cead60bbd752cc04950a57f224379e9821495d6a35bd5ce9b1f4", size = 6877036, upload-time = "2026-08-28T07:08:32.285Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/d4/760a33f339a7dd3d5f4b3e0e9bec5472d95592a80f887b2e9dab4e41cfbc/grpcio-1.83.1-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:947d945f52e8ecf3cafd2bb7113502a16ccfda3e12c854443094de32d83ad432", size = 7624404, upload-time = "2026-08-28T07:08:34.194Z" },
+    { url = "https://files.pythonhosted.org/packages/54/ec/bd798654b06fb42a92b57d1dc1b530084fa89ed442806fcd0a833a36f9b3/grpcio-1.83.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:55656318d5dd387077396dffb929171ca3966e24bfead9a6c5dba9f889062cb4", size = 7042942, upload-time = "2026-08-28T07:08:36.208Z" },
+    { url = "https://files.pythonhosted.org/packages/08/b0/c00f86614566dd0961825cf0f43d4f96a74371d9d95f952bcbc4b86d9a27/grpcio-1.83.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:9daf5acf4fc9d5f5627229969c2580a91e511779d76e4ccdeb9f4770f05d8bc2", size = 7576937, upload-time = "2026-08-28T07:08:38.041Z" },
+    { url = "https://files.pythonhosted.org/packages/b1/38/85eff43a5c89dc666a252b5c9f8e9ab03f89e11c95b6263d2933f08fdbe7/grpcio-1.83.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:7b94174cbca93316888f805efbeb08f1c020f7b7493d2d50cc4f6b64ebb7e8bd", size = 8608391, upload-time = "2026-08-28T07:08:40.092Z" },
+    { url = "https://files.pythonhosted.org/packages/35/4e/82835483e2f812494be865e7965c0d626cb9e71ab0d83a420d75aea4ad67/grpcio-1.83.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:65c5a7210911ffe0f67b1cdc5308f9854b6d1f1b345e3e49ab7cac1ba50fa346", size = 7980060, upload-time = "2026-08-28T07:08:42.434Z" },
+    { url = "https://files.pythonhosted.org/packages/b2/b7/68a98bef733fef704fbcfb3957c8dba67e3e38ca7a7fea851195bc97c648/grpcio-1.83.1-cp313-cp313-win32.whl", hash = "sha256:179368d9361854616ce6f397d4716e07480129652752fcbcfc5a7260455ad6f2", size = 4395226, upload-time = "2026-08-28T07:08:44.463Z" },
+    { url = "https://files.pythonhosted.org/packages/85/a0/df4de3b51d37ac8fb0320bb9668381ce2bd3b7aa990880bfc56a8a26f665/grpcio-1.83.1-cp313-cp313-win_amd64.whl", hash = "sha256:2e57af456385491a76e13c4aada8c8f43a8e47051e06ea97a9dbe2a49654e6db", size = 5160273, upload-time = "2026-08-28T07:08:46.216Z" },
 ]
 
 [[package]]
@@ -1457,7 +1457,7 @@ requires-dist = [
     { name = "kagent-langgraph", editable = "packages/kagent-langgraph" },
     { name = "langchain-core", specifier = ">=1.4.9" },
     { name = "langchain-openai", specifier = ">=0.3.0" },
-    { name = "langgraph", specifier = ">=1.2.9" },
+    { name = "langgraph", specifier = ">=1.2.11" },
     { name = "langgraph-checkpoint-sqlite", specifier = ">=2.0.0" },
     { name = "langsmith", extras = ["otel"], specifier = ">=0.10.10" },
 ]
@@ -1863,7 +1863,7 @@ requires-dist = [
     { name = "pytest", marker = "extra == 'test'", specifier = ">=8.3.5" },
     { name = "pytest-asyncio", marker = "extra == 'test'", specifier = ">=0.25.3" },
     { name = "python-multipart", specifier = ">=0.0.22" },
-    { name = "typer", specifier = ">=0.27.0" },
+    { name = "typer", specifier = ">=0.27.2" },
     { name = "typing-extensions", specifier = ">=4.16.0" },
     { name = "urllib3", specifier = ">=2.6.3" },
     { name = "uvicorn", specifier = ">=0.34.0" },
@@ -1941,7 +1941,7 @@ requires-dist = [
     { name = "pydantic", specifier = ">=2.0.0" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=7.0.0" },
     { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.21.0" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.15.22" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.16.5" },
     { name = "typing-extensions", specifier = ">=4.16.0" },
     { name = "uvicorn", specifier = ">=0.20.0" },
 ]
@@ -1983,7 +1983,7 @@ requires-dist = [
     { name = "pydantic", specifier = ">=2.0.0" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=7.0.0" },
     { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.21.0" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.15.22" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.16.5" },
     { name = "typing-extensions", specifier = ">=4.16.0" },
     { name = "uvicorn", specifier = ">=0.20.0" },
 ]
@@ -2031,7 +2031,7 @@ requires-dist = [
     { name = "pydantic", specifier = ">=2.0.0" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=7.0.0" },
     { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.21.0" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.15.22" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.16.5" },
     { name = "typing-extensions", specifier = ">=4.16.0" },
     { name = "uvicorn", specifier = ">=0.20.0" },
 ]
@@ -2050,7 +2050,7 @@ dependencies = [
 [package.metadata]
 requires-dist = [
     { name = "a2a-sdk", specifier = ">=1.1.0,<2" },
-    { name = "grpcio", specifier = ">=1.83.0" },
+    { name = "grpcio", specifier = ">=1.83.1" },
     { name = "protobuf", specifier = ">=6.33.5,<7" },
 ]
 
@@ -2078,7 +2078,7 @@ requires-dist = [
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=7.0.0" },
     { name = "pytest-asyncio", marker = "extra == 'dev'", specifier = ">=0.21.0" },
     { name = "pyyaml", specifier = ">=6.0" },
-    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.15.22" },
+    { name = "ruff", marker = "extra == 'dev'", specifier = ">=0.16.5" },
 ]
 provides-extras = ["dev"]
 
@@ -2099,7 +2099,7 @@ requires-dist = [
     { name = "kagent-langgraph", editable = "packages/kagent-langgraph" },
     { name = "langchain-core", specifier = ">=1.4.9" },
     { name = "langchain-openai", specifier = ">=0.3.0" },
-    { name = "langgraph", specifier = ">=1.2.9" },
+    { name = "langgraph", specifier = ">=1.2.11" },
     { name = "langgraph-checkpoint-sqlite", specifier = ">=2.0.0" },
 ]
 
@@ -2181,9 +2181,10 @@ wheels = [
 
 [[package]]
 name = "langchain-core"
-version = "1.4.9"
+version = "1.6.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "httpx" },
     { name = "jsonpatch" },
     { name = "langchain-protocol" },
     { name = "langsmith" },
@@ -2194,23 +2195,24 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "uuid-utils" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/2a/b9/e937d0a90b26540bff07e7a7c64349f3b29c2dcc36257cd1cd3fdce17f2a/langchain_core-1.4.9.tar.gz", hash = "sha256:f8078901145bed0466755277500a5a22822a7b628808c4c0a28d4fc88895fcf2", size = 967294, upload-time = "2026-07-08T20:06:54.191Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/90/12/aff76ca89c219ebe6f9dd3c5dbc4e3b1cf5450e9fc7037dccad23d45cd7a/langchain_core-1.6.1.tar.gz", hash = "sha256:1b156cb395aac4f009a8a1b38a574c7d948fe2d5f74c96e0d8a5017b4149e04f", size = 1003359, upload-time = "2026-08-27T19:31:14.956Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/84/70/ade2fada52772798ef815b6352b59e71b116aa0c32c3aef5be3dc2cbed12/langchain_core-1.4.9-py3-none-any.whl", hash = "sha256:28e3909e2a10cc81504952d795ac0a9e014c0018121ef89d48dd396fa09ec624", size = 558293, upload-time = "2026-07-08T20:06:52.382Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/25/f50dd65673c819aa33d3c34df58c115dbb6ec627d19f93e6e401dd0fc8d7/langchain_core-1.6.1-py3-none-any.whl", hash = "sha256:954a84132a5cb0435d27b910e336347b6744ecc18fbeef1e2de7029a0959841a", size = 571478, upload-time = "2026-08-27T19:31:13.34Z" },
 ]
 
 [[package]]
 name = "langchain-openai"
-version = "1.3.3"
+version = "1.6.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "certifi" },
     { name = "langchain-core" },
     { name = "openai" },
     { name = "tiktoken" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d0/f3/b38e052f943a75ba0e6762c0a50b6f1d6bcd52a9ce63386d8803c2ff506e/langchain_openai-1.3.3.tar.gz", hash = "sha256:143769bf943820b80db769e47ca8fd0aac08ed18714519333b044c4431e9aa67", size = 3256559, upload-time = "2026-06-22T22:54:05.445Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/58/aa/5b4dbe8f90c44729fb7800bfde113ce1bc7c9687115d2e0d20fb377671e9/langchain_openai-1.6.0.tar.gz", hash = "sha256:7c545cc1f2bee048a7e219f375b78cd820b32c876ccf825320e25e1e94132577", size = 3290712, upload-time = "2026-08-19T21:44:45.334Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/2f/4b/7520114de1ce36bb17cbc98d0fcda048a9f755bedaeb73b92137aeaaf1db/langchain_openai-1.3.3-py3-none-any.whl", hash = "sha256:e469659862c8aabba4f6653df973206e7be54f98cf2275c86be7f06b7abe20d7", size = 120437, upload-time = "2026-06-22T22:54:03.8Z" },
+    { url = "https://files.pythonhosted.org/packages/2b/fd/e22f2ffa2e2cf6043eb56f6a6bc5e18ac24da9b48b92cd458ba54af24b9e/langchain_openai-1.6.0-py3-none-any.whl", hash = "sha256:648112bbd135aa51d60d4aa2fd4ad353628a8d92a2f8e779244a0d9869a16f18", size = 125078, upload-time = "2026-08-19T21:44:44.242Z" },
 ]
 
 [[package]]
@@ -2227,7 +2229,7 @@ wheels = [
 
 [[package]]
 name = "langgraph"
-version = "1.2.9"
+version = "1.2.11"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "langchain-core" },
@@ -2237,9 +2239,9 @@ dependencies = [
     { name = "pydantic" },
     { name = "xxhash" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/41/4b/0d1130e26b41a99dcc88353bbe7162a1f255c4db746bd94024268e6af27b/langgraph-1.2.9.tar.gz", hash = "sha256:385f87bc1802c35af7e0aa479278ecba8582d103515eb48256cb2ddcd42d0bd4", size = 722869, upload-time = "2026-07-10T01:30:14.985Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/56/0d/c8e7ee98896659e1b6555db0ab115a9ca899844744645d5d894032bab1d7/langgraph-1.2.11.tar.gz", hash = "sha256:9ecfe11e50d338b34b15cf4d8a442642de103e8ae6971320efba84e4542eb363", size = 725753, upload-time = "2026-08-11T14:00:36.945Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/41/16/0b8dc48823f1326f3e0c8012a3c07a40da6f194299e2ec080df236287baf/langgraph-1.2.9-py3-none-any.whl", hash = "sha256:c2d98ad94333937922ba04148641c1da2bfe45b5b8e55d7b6dcb0bb2df809e76", size = 247473, upload-time = "2026-07-10T01:30:13.733Z" },
+    { url = "https://files.pythonhosted.org/packages/0a/7f/c5c30e4be99ff821029c7ac872a480676bb179c9f3df85ea3f38d13f86d4/langgraph-1.2.11-py3-none-any.whl", hash = "sha256:8bab70de7b2d00b5300fb289bcf38d8b241400f3184c1e95e8ce706fb0e8686b", size = 248854, upload-time = "2026-08-11T14:00:35.494Z" },
 ]
 
 [[package]]
@@ -2257,16 +2259,16 @@ wheels = [
 
 [[package]]
 name = "langgraph-checkpoint-sqlite"
-version = "3.1.0"
+version = "3.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiosqlite" },
     { name = "langgraph-checkpoint" },
     { name = "sqlite-vec" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e3/ea/83917c2369acf8a10a894d4247655fd063c07924ba5bc4e83c85d2eaeded/langgraph_checkpoint_sqlite-3.1.0.tar.gz", hash = "sha256:f926916ebc1b985d802cc9c820026036e84db9d910d62c97b57e4ba64f67d5ae", size = 147902, upload-time = "2026-05-12T03:34:52.503Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/54/b1/26fef7572c4fce0322740ef3fcee471510028355d4d4c1d800f0fd432d73/langgraph_checkpoint_sqlite-3.1.1.tar.gz", hash = "sha256:6fcb20db4c37ef7aad52f29b539eb98c38e2dad6fab7c2446a2a9db24f37a70e", size = 146805, upload-time = "2026-07-30T19:19:37.516Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/97/07/b342811a16327900af2747c752ea19676172fcddf9b592cc384031076623/langgraph_checkpoint_sqlite-3.1.0-py3-none-any.whl", hash = "sha256:cc9b40df0076feae8a9ad42ae713621b148b00ac23adc09dc1dc66090a46e5ad", size = 38587, upload-time = "2026-05-12T03:34:51.231Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/b9/e458601a1718337839bcfeec9d1b27b8b16ce135be2bd50ed0395d33a878/langgraph_checkpoint_sqlite-3.1.1-py3-none-any.whl", hash = "sha256:8505c54c94a658080525d7e6780fdd4e0c078ff2566b30d399c02cc9f9af1c63", size = 40785, upload-time = "2026-07-30T19:19:36.424Z" },
 ]
 
 [[package]]
@@ -2673,61 +2675,60 @@ wheels = [
 
 [[package]]
 name = "numpy"
-version = "2.3.2"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/37/7d/3fec4199c5ffb892bed55cff901e4f39a58c81df9c44c280499e92cad264/numpy-2.3.2.tar.gz", hash = "sha256:e0486a11ec30cdecb53f184d496d1c6a20786c81e55e41640270130056f8ee48", size = 20489306, upload-time = "2025-07-24T21:32:07.553Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/96/26/1320083986108998bd487e2931eed2aeedf914b6e8905431487543ec911d/numpy-2.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:852ae5bed3478b92f093e30f785c98e0cb62fa0a939ed057c31716e18a7a22b9", size = 21259016, upload-time = "2025-07-24T20:24:35.214Z" },
-    { url = "https://files.pythonhosted.org/packages/c4/2b/792b341463fa93fc7e55abbdbe87dac316c5b8cb5e94fb7a59fb6fa0cda5/numpy-2.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7a0e27186e781a69959d0230dd9909b5e26024f8da10683bd6344baea1885168", size = 14451158, upload-time = "2025-07-24T20:24:58.397Z" },
-    { url = "https://files.pythonhosted.org/packages/b7/13/e792d7209261afb0c9f4759ffef6135b35c77c6349a151f488f531d13595/numpy-2.3.2-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:f0a1a8476ad77a228e41619af2fa9505cf69df928e9aaa165746584ea17fed2b", size = 5379817, upload-time = "2025-07-24T20:25:07.746Z" },
-    { url = "https://files.pythonhosted.org/packages/49/ce/055274fcba4107c022b2113a213c7287346563f48d62e8d2a5176ad93217/numpy-2.3.2-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:cbc95b3813920145032412f7e33d12080f11dc776262df1712e1638207dde9e8", size = 6913606, upload-time = "2025-07-24T20:25:18.84Z" },
-    { url = "https://files.pythonhosted.org/packages/17/f2/e4d72e6bc5ff01e2ab613dc198d560714971900c03674b41947e38606502/numpy-2.3.2-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f75018be4980a7324edc5930fe39aa391d5734531b1926968605416ff58c332d", size = 14589652, upload-time = "2025-07-24T20:25:40.356Z" },
-    { url = "https://files.pythonhosted.org/packages/c8/b0/fbeee3000a51ebf7222016e2939b5c5ecf8000a19555d04a18f1e02521b8/numpy-2.3.2-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:20b8200721840f5621b7bd03f8dcd78de33ec522fc40dc2641aa09537df010c3", size = 16938816, upload-time = "2025-07-24T20:26:05.721Z" },
-    { url = "https://files.pythonhosted.org/packages/a9/ec/2f6c45c3484cc159621ea8fc000ac5a86f1575f090cac78ac27193ce82cd/numpy-2.3.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1f91e5c028504660d606340a084db4b216567ded1056ea2b4be4f9d10b67197f", size = 16370512, upload-time = "2025-07-24T20:26:30.545Z" },
-    { url = "https://files.pythonhosted.org/packages/b5/01/dd67cf511850bd7aefd6347aaae0956ed415abea741ae107834aae7d6d4e/numpy-2.3.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:fb1752a3bb9a3ad2d6b090b88a9a0ae1cd6f004ef95f75825e2f382c183b2097", size = 18884947, upload-time = "2025-07-24T20:26:58.24Z" },
-    { url = "https://files.pythonhosted.org/packages/a7/17/2cf60fd3e6a61d006778735edf67a222787a8c1a7842aed43ef96d777446/numpy-2.3.2-cp311-cp311-win32.whl", hash = "sha256:4ae6863868aaee2f57503c7a5052b3a2807cf7a3914475e637a0ecd366ced220", size = 6599494, upload-time = "2025-07-24T20:27:09.786Z" },
-    { url = "https://files.pythonhosted.org/packages/d5/03/0eade211c504bda872a594f045f98ddcc6caef2b7c63610946845e304d3f/numpy-2.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:240259d6564f1c65424bcd10f435145a7644a65a6811cfc3201c4a429ba79170", size = 13087889, upload-time = "2025-07-24T20:27:29.558Z" },
-    { url = "https://files.pythonhosted.org/packages/13/32/2c7979d39dafb2a25087e12310fc7f3b9d3c7d960df4f4bc97955ae0ce1d/numpy-2.3.2-cp311-cp311-win_arm64.whl", hash = "sha256:4209f874d45f921bde2cff1ffcd8a3695f545ad2ffbef6d3d3c6768162efab89", size = 10459560, upload-time = "2025-07-24T20:27:46.803Z" },
-    { url = "https://files.pythonhosted.org/packages/00/6d/745dd1c1c5c284d17725e5c802ca4d45cfc6803519d777f087b71c9f4069/numpy-2.3.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:bc3186bea41fae9d8e90c2b4fb5f0a1f5a690682da79b92574d63f56b529080b", size = 20956420, upload-time = "2025-07-24T20:28:18.002Z" },
-    { url = "https://files.pythonhosted.org/packages/bc/96/e7b533ea5740641dd62b07a790af5d9d8fec36000b8e2d0472bd7574105f/numpy-2.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2f4f0215edb189048a3c03bd5b19345bdfa7b45a7a6f72ae5945d2a28272727f", size = 14184660, upload-time = "2025-07-24T20:28:39.522Z" },
-    { url = "https://files.pythonhosted.org/packages/2b/53/102c6122db45a62aa20d1b18c9986f67e6b97e0d6fbc1ae13e3e4c84430c/numpy-2.3.2-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:8b1224a734cd509f70816455c3cffe13a4f599b1bf7130f913ba0e2c0b2006c0", size = 5113382, upload-time = "2025-07-24T20:28:48.544Z" },
-    { url = "https://files.pythonhosted.org/packages/2b/21/376257efcbf63e624250717e82b4fae93d60178f09eb03ed766dbb48ec9c/numpy-2.3.2-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:3dcf02866b977a38ba3ec10215220609ab9667378a9e2150615673f3ffd6c73b", size = 6647258, upload-time = "2025-07-24T20:28:59.104Z" },
-    { url = "https://files.pythonhosted.org/packages/91/ba/f4ebf257f08affa464fe6036e13f2bf9d4642a40228781dc1235da81be9f/numpy-2.3.2-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:572d5512df5470f50ada8d1972c5f1082d9a0b7aa5944db8084077570cf98370", size = 14281409, upload-time = "2025-07-24T20:40:30.298Z" },
-    { url = "https://files.pythonhosted.org/packages/59/ef/f96536f1df42c668cbacb727a8c6da7afc9c05ece6d558927fb1722693e1/numpy-2.3.2-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8145dd6d10df13c559d1e4314df29695613575183fa2e2d11fac4c208c8a1f73", size = 16641317, upload-time = "2025-07-24T20:40:56.625Z" },
-    { url = "https://files.pythonhosted.org/packages/f6/a7/af813a7b4f9a42f498dde8a4c6fcbff8100eed00182cc91dbaf095645f38/numpy-2.3.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:103ea7063fa624af04a791c39f97070bf93b96d7af7eb23530cd087dc8dbe9dc", size = 16056262, upload-time = "2025-07-24T20:41:20.797Z" },
-    { url = "https://files.pythonhosted.org/packages/8b/5d/41c4ef8404caaa7f05ed1cfb06afe16a25895260eacbd29b4d84dff2920b/numpy-2.3.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:fc927d7f289d14f5e037be917539620603294454130b6de200091e23d27dc9be", size = 18579342, upload-time = "2025-07-24T20:41:50.753Z" },
-    { url = "https://files.pythonhosted.org/packages/a1/4f/9950e44c5a11636f4a3af6e825ec23003475cc9a466edb7a759ed3ea63bd/numpy-2.3.2-cp312-cp312-win32.whl", hash = "sha256:d95f59afe7f808c103be692175008bab926b59309ade3e6d25009e9a171f7036", size = 6320610, upload-time = "2025-07-24T20:42:01.551Z" },
-    { url = "https://files.pythonhosted.org/packages/7c/2f/244643a5ce54a94f0a9a2ab578189c061e4a87c002e037b0829dd77293b6/numpy-2.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:9e196ade2400c0c737d93465327d1ae7c06c7cb8a1756121ebf54b06ca183c7f", size = 12786292, upload-time = "2025-07-24T20:42:20.738Z" },
-    { url = "https://files.pythonhosted.org/packages/54/cd/7b5f49d5d78db7badab22d8323c1b6ae458fbf86c4fdfa194ab3cd4eb39b/numpy-2.3.2-cp312-cp312-win_arm64.whl", hash = "sha256:ee807923782faaf60d0d7331f5e86da7d5e3079e28b291973c545476c2b00d07", size = 10194071, upload-time = "2025-07-24T20:42:36.657Z" },
-    { url = "https://files.pythonhosted.org/packages/1c/c0/c6bb172c916b00700ed3bf71cb56175fd1f7dbecebf8353545d0b5519f6c/numpy-2.3.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c8d9727f5316a256425892b043736d63e89ed15bbfe6556c5ff4d9d4448ff3b3", size = 20949074, upload-time = "2025-07-24T20:43:07.813Z" },
-    { url = "https://files.pythonhosted.org/packages/20/4e/c116466d22acaf4573e58421c956c6076dc526e24a6be0903219775d862e/numpy-2.3.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:efc81393f25f14d11c9d161e46e6ee348637c0a1e8a54bf9dedc472a3fae993b", size = 14177311, upload-time = "2025-07-24T20:43:29.335Z" },
-    { url = "https://files.pythonhosted.org/packages/78/45/d4698c182895af189c463fc91d70805d455a227261d950e4e0f1310c2550/numpy-2.3.2-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:dd937f088a2df683cbb79dda9a772b62a3e5a8a7e76690612c2737f38c6ef1b6", size = 5106022, upload-time = "2025-07-24T20:43:37.999Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/76/3e6880fef4420179309dba72a8c11f6166c431cf6dee54c577af8906f914/numpy-2.3.2-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:11e58218c0c46c80509186e460d79fbdc9ca1eb8d8aee39d8f2dc768eb781089", size = 6640135, upload-time = "2025-07-24T20:43:49.28Z" },
-    { url = "https://files.pythonhosted.org/packages/34/fa/87ff7f25b3c4ce9085a62554460b7db686fef1e0207e8977795c7b7d7ba1/numpy-2.3.2-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5ad4ebcb683a1f99f4f392cc522ee20a18b2bb12a2c1c42c3d48d5a1adc9d3d2", size = 14278147, upload-time = "2025-07-24T20:44:10.328Z" },
-    { url = "https://files.pythonhosted.org/packages/1d/0f/571b2c7a3833ae419fe69ff7b479a78d313581785203cc70a8db90121b9a/numpy-2.3.2-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:938065908d1d869c7d75d8ec45f735a034771c6ea07088867f713d1cd3bbbe4f", size = 16635989, upload-time = "2025-07-24T20:44:34.88Z" },
-    { url = "https://files.pythonhosted.org/packages/24/5a/84ae8dca9c9a4c592fe11340b36a86ffa9fd3e40513198daf8a97839345c/numpy-2.3.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:66459dccc65d8ec98cc7df61307b64bf9e08101f9598755d42d8ae65d9a7a6ee", size = 16053052, upload-time = "2025-07-24T20:44:58.872Z" },
-    { url = "https://files.pythonhosted.org/packages/57/7c/e5725d99a9133b9813fcf148d3f858df98511686e853169dbaf63aec6097/numpy-2.3.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a7af9ed2aa9ec5950daf05bb11abc4076a108bd3c7db9aa7251d5f107079b6a6", size = 18577955, upload-time = "2025-07-24T20:45:26.714Z" },
-    { url = "https://files.pythonhosted.org/packages/ae/11/7c546fcf42145f29b71e4d6f429e96d8d68e5a7ba1830b2e68d7418f0bbd/numpy-2.3.2-cp313-cp313-win32.whl", hash = "sha256:906a30249315f9c8e17b085cc5f87d3f369b35fedd0051d4a84686967bdbbd0b", size = 6311843, upload-time = "2025-07-24T20:49:24.444Z" },
-    { url = "https://files.pythonhosted.org/packages/aa/6f/a428fd1cb7ed39b4280d057720fed5121b0d7754fd2a9768640160f5517b/numpy-2.3.2-cp313-cp313-win_amd64.whl", hash = "sha256:c63d95dc9d67b676e9108fe0d2182987ccb0f11933c1e8959f42fa0da8d4fa56", size = 12782876, upload-time = "2025-07-24T20:49:43.227Z" },
-    { url = "https://files.pythonhosted.org/packages/65/85/4ea455c9040a12595fb6c43f2c217257c7b52dd0ba332c6a6c1d28b289fe/numpy-2.3.2-cp313-cp313-win_arm64.whl", hash = "sha256:b05a89f2fb84d21235f93de47129dd4f11c16f64c87c33f5e284e6a3a54e43f2", size = 10192786, upload-time = "2025-07-24T20:49:59.443Z" },
-    { url = "https://files.pythonhosted.org/packages/80/23/8278f40282d10c3f258ec3ff1b103d4994bcad78b0cba9208317f6bb73da/numpy-2.3.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:4e6ecfeddfa83b02318f4d84acf15fbdbf9ded18e46989a15a8b6995dfbf85ab", size = 21047395, upload-time = "2025-07-24T20:45:58.821Z" },
-    { url = "https://files.pythonhosted.org/packages/1f/2d/624f2ce4a5df52628b4ccd16a4f9437b37c35f4f8a50d00e962aae6efd7a/numpy-2.3.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:508b0eada3eded10a3b55725b40806a4b855961040180028f52580c4729916a2", size = 14300374, upload-time = "2025-07-24T20:46:20.207Z" },
-    { url = "https://files.pythonhosted.org/packages/f6/62/ff1e512cdbb829b80a6bd08318a58698867bca0ca2499d101b4af063ee97/numpy-2.3.2-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:754d6755d9a7588bdc6ac47dc4ee97867271b17cee39cb87aef079574366db0a", size = 5228864, upload-time = "2025-07-24T20:46:30.58Z" },
-    { url = "https://files.pythonhosted.org/packages/7d/8e/74bc18078fff03192d4032cfa99d5a5ca937807136d6f5790ce07ca53515/numpy-2.3.2-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:a9f66e7d2b2d7712410d3bc5684149040ef5f19856f20277cd17ea83e5006286", size = 6737533, upload-time = "2025-07-24T20:46:46.111Z" },
-    { url = "https://files.pythonhosted.org/packages/19/ea/0731efe2c9073ccca5698ef6a8c3667c4cf4eea53fcdcd0b50140aba03bc/numpy-2.3.2-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:de6ea4e5a65d5a90c7d286ddff2b87f3f4ad61faa3db8dabe936b34c2275b6f8", size = 14352007, upload-time = "2025-07-24T20:47:07.1Z" },
-    { url = "https://files.pythonhosted.org/packages/cf/90/36be0865f16dfed20f4bc7f75235b963d5939707d4b591f086777412ff7b/numpy-2.3.2-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a3ef07ec8cbc8fc9e369c8dcd52019510c12da4de81367d8b20bc692aa07573a", size = 16701914, upload-time = "2025-07-24T20:47:32.459Z" },
-    { url = "https://files.pythonhosted.org/packages/94/30/06cd055e24cb6c38e5989a9e747042b4e723535758e6153f11afea88c01b/numpy-2.3.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:27c9f90e7481275c7800dc9c24b7cc40ace3fdb970ae4d21eaff983a32f70c91", size = 16132708, upload-time = "2025-07-24T20:47:58.129Z" },
-    { url = "https://files.pythonhosted.org/packages/9a/14/ecede608ea73e58267fd7cb78f42341b3b37ba576e778a1a06baffbe585c/numpy-2.3.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:07b62978075b67eee4065b166d000d457c82a1efe726cce608b9db9dd66a73a5", size = 18651678, upload-time = "2025-07-24T20:48:25.402Z" },
-    { url = "https://files.pythonhosted.org/packages/40/f3/2fe6066b8d07c3685509bc24d56386534c008b462a488b7f503ba82b8923/numpy-2.3.2-cp313-cp313t-win32.whl", hash = "sha256:c771cfac34a4f2c0de8e8c97312d07d64fd8f8ed45bc9f5726a7e947270152b5", size = 6441832, upload-time = "2025-07-24T20:48:37.181Z" },
-    { url = "https://files.pythonhosted.org/packages/0b/ba/0937d66d05204d8f28630c9c60bc3eda68824abde4cf756c4d6aad03b0c6/numpy-2.3.2-cp313-cp313t-win_amd64.whl", hash = "sha256:72dbebb2dcc8305c431b2836bcc66af967df91be793d63a24e3d9b741374c450", size = 12927049, upload-time = "2025-07-24T20:48:56.24Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/ed/13542dd59c104d5e654dfa2ac282c199ba64846a74c2c4bcdbc3a0f75df1/numpy-2.3.2-cp313-cp313t-win_arm64.whl", hash = "sha256:72c6df2267e926a6d5286b0a6d556ebe49eae261062059317837fda12ddf0c1a", size = 10262935, upload-time = "2025-07-24T20:49:13.136Z" },
-    { url = "https://files.pythonhosted.org/packages/cf/ea/50ebc91d28b275b23b7128ef25c3d08152bc4068f42742867e07a870a42a/numpy-2.3.2-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:14a91ebac98813a49bc6aa1a0dfc09513dcec1d97eaf31ca21a87221a1cdcb15", size = 21130338, upload-time = "2025-07-24T20:57:54.37Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/57/cdd5eac00dd5f137277355c318a955c0d8fb8aa486020c22afd305f8b88f/numpy-2.3.2-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:71669b5daae692189540cffc4c439468d35a3f84f0c88b078ecd94337f6cb0ec", size = 14375776, upload-time = "2025-07-24T20:58:16.303Z" },
-    { url = "https://files.pythonhosted.org/packages/83/85/27280c7f34fcd305c2209c0cdca4d70775e4859a9eaa92f850087f8dea50/numpy-2.3.2-pp311-pypy311_pp73-macosx_14_0_arm64.whl", hash = "sha256:69779198d9caee6e547adb933941ed7520f896fd9656834c300bdf4dd8642712", size = 5304882, upload-time = "2025-07-24T20:58:26.199Z" },
-    { url = "https://files.pythonhosted.org/packages/48/b4/6500b24d278e15dd796f43824e69939d00981d37d9779e32499e823aa0aa/numpy-2.3.2-pp311-pypy311_pp73-macosx_14_0_x86_64.whl", hash = "sha256:2c3271cc4097beb5a60f010bcc1cc204b300bb3eafb4399376418a83a1c6373c", size = 6818405, upload-time = "2025-07-24T20:58:37.341Z" },
-    { url = "https://files.pythonhosted.org/packages/9b/c9/142c1e03f199d202da8e980c2496213509291b6024fd2735ad28ae7065c7/numpy-2.3.2-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8446acd11fe3dc1830568c941d44449fd5cb83068e5c70bd5a470d323d448296", size = 14419651, upload-time = "2025-07-24T20:58:59.048Z" },
-    { url = "https://files.pythonhosted.org/packages/8b/95/8023e87cbea31a750a6c00ff9427d65ebc5fef104a136bfa69f76266d614/numpy-2.3.2-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:aa098a5ab53fa407fded5870865c6275a5cd4101cfdef8d6fafc48286a96e981", size = 16760166, upload-time = "2025-07-24T21:28:56.38Z" },
-    { url = "https://files.pythonhosted.org/packages/78/e3/6690b3f85a05506733c7e90b577e4762517404ea78bab2ca3a5cb1aeb78d/numpy-2.3.2-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:6936aff90dda378c09bea075af0d9c675fe3a977a9d2402f95a87f440f59f619", size = 12977811, upload-time = "2025-07-24T21:29:18.234Z" },
+version = "2.4.6"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/d0/ad/fed0499ce6a338d2a03ebae59cd15093910c8875328855781952abf6c2fe/numpy-2.4.6.tar.gz", hash = "sha256:f3a3570c4a2a16746ac2c31a7c7c7b0c186b95ce902e33db6f28094ed7387dda", size = 20735807, upload-time = "2026-05-18T23:37:14.07Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b3/49/ec46835a70be8fa6446c495126ac84fdb28cb2558e1620ffb87a10c8b64c/numpy-2.4.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0280e0356c0829a18d9de1cb7eee50ec22ca639878d7240307ca0943d73cd2c4", size = 16969194, upload-time = "2026-05-18T23:33:13.503Z" },
+    { url = "https://files.pythonhosted.org/packages/0e/0d/f5957185c0ee2f3e12f78715aa9e3b353fd83633316c8532b38faa37e3f6/numpy-2.4.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:110f8b71aacb688ec69062bb7f6938a0f8acb01b7c1c4beb453c65b6d234584d", size = 14964111, upload-time = "2026-05-18T23:33:17.795Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/40/40a40ee0ddf7ceb782c49af278894b686e586d65d8c1889c8b5da01a3d7d/numpy-2.4.6-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:4cfe66903cc32a9921a6733d96b19bb6abf310397581bbad89c228f5abaf0ee8", size = 5469159, upload-time = "2026-05-18T23:33:20.654Z" },
+    { url = "https://files.pythonhosted.org/packages/63/13/f9a8046535cb21deae82f8d03de9617e08882d274fad2539630761888228/numpy-2.4.6-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:8155154c7c691289fe18f510b5d4657c68c67989f293f0535a91360392ff6538", size = 6798936, upload-time = "2026-05-18T23:33:22.987Z" },
+    { url = "https://files.pythonhosted.org/packages/33/a8/6fa8c1a345a8c85dbb21932c447bee07c30a2c2a3f31e369c0a84b300147/numpy-2.4.6-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0ab0a9c4ffb1a6d95ef519fe4247dba8eb6b18ad93999f76b7f657039acabd47", size = 15966692, upload-time = "2026-05-18T23:33:26.62Z" },
+    { url = "https://files.pythonhosted.org/packages/02/03/74fe2a4cb3817d94d86402f2506554130a2f01414e299b5a843e5a8a957f/numpy-2.4.6-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:89cd468399cfd2504718f0ba50e410dca55a170b61a02ad92bb18c8a65186e93", size = 16918164, upload-time = "2026-05-18T23:33:29.955Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/80/3615be3313f7e7696609bc194b9f0101da809df79e859bdb84e0cd043f46/numpy-2.4.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c2d37ab77531417474168eb79d6d80b14f821a966818505d03013d0833edb7a8", size = 17322877, upload-time = "2026-05-18T23:33:34.724Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/ac/a691e0fe2675e370d0e08ff905adc49a1c8830e8cae03efe4477e92cd55d/numpy-2.4.6-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f407cb6b8e9d6d8c626bc73c945db1706035af8fd632295547bf1c9e46d092d6", size = 18651487, upload-time = "2026-05-18T23:33:38.217Z" },
+    { url = "https://files.pythonhosted.org/packages/15/a7/9bc1cd626d7bf6869bfedf27b91b6ab5dd607758bf8e959d6fa80c6a59cb/numpy-2.4.6-cp311-cp311-win32.whl", hash = "sha256:ddea102b48f9e339f3948bf22040944184627a30fdf7f858667673b9c5f033c8", size = 6233945, upload-time = "2026-05-18T23:33:41.331Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/31/7fc6239c12bce7e931463251cca4426c465e1876ba3cc785402ef4dd8f4e/numpy-2.4.6-cp311-cp311-win_amd64.whl", hash = "sha256:1e254a00cdf42b1e4d5b3d68d33af63268d41340d8885df2ab6470f2e1500147", size = 12608406, upload-time = "2026-05-18T23:33:44.131Z" },
+    { url = "https://files.pythonhosted.org/packages/27/83/140f85a466595a16382996a1bf06b2b54bcd597488921b0c9daaeeda72af/numpy-2.4.6-cp311-cp311-win_arm64.whl", hash = "sha256:ed9749eef4cbd126da3dc1d6bcb3a57f5eb7ac6a6484146bdbf743f552dfc577", size = 10479528, upload-time = "2026-05-18T23:33:50.725Z" },
+    { url = "https://files.pythonhosted.org/packages/95/2a/3d7b5ac8aac24feaf9ad7ed58f45b0bbc06d37e4338ae84c9f2298b570f9/numpy-2.4.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:001fbb8e08d942dd57599e781f2472269ee7f2755fae407b4f67b2f0b17da3f1", size = 16689119, upload-time = "2026-05-18T23:33:54.065Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/12/92c4c131527599e8288d6918e888d88726f84d805d784b771f32408aeaef/numpy-2.4.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ebfb099f8dcf083deef3ac1ca4c1503f387cf76296fcb3816b66f5ecb5f54fdb", size = 14699246, upload-time = "2026-05-18T23:33:57.621Z" },
+    { url = "https://files.pythonhosted.org/packages/ad/fe/c0a6b7b2ca128a8fb228575147073b660656734b8ebe4d76c8fd748dcc79/numpy-2.4.6-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:3213d622a0283a39a93d188f3cf72b26862df52fbb4ca3697f51705016523d41", size = 5204410, upload-time = "2026-05-18T23:34:00.302Z" },
+    { url = "https://files.pythonhosted.org/packages/f3/d4/9770d14ba719432bb90a421bfd443872ed0f70f7264b64bec12ea363d5fd/numpy-2.4.6-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:357cc07a6d7b0b182ff02249616a03742827ebb1277546b5c7cd7f7620a45698", size = 6551240, upload-time = "2026-05-18T23:34:02.852Z" },
+    { url = "https://files.pythonhosted.org/packages/c9/c6/50a46a6205feba2343f1d6d17438107c5dc491ed1c736e6ea68689fd906b/numpy-2.4.6-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5f9fb9157b4ce2971008323afe46053787b526ef624fea915b261468a8421a0f", size = 15671012, upload-time = "2026-05-18T23:34:05.485Z" },
+    { url = "https://files.pythonhosted.org/packages/99/60/14115e6364fa676c5397c2ad3004e527e9aa487abf5d0706ec81bbd08529/numpy-2.4.6-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:90f9849678c75fe7afa2d348ac842c168b0a4d3d61919687216dfc547976d853", size = 16645538, upload-time = "2026-05-18T23:34:09.265Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/c5/693cbe59e57db94d2231fa519ca3978dc9e19da5a8f088588f5c6e947ff2/numpy-2.4.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c1a2af6c6ef86344a6b0db6b97834208bf598db514f2b155042439b62605601a", size = 17020706, upload-time = "2026-05-18T23:34:13.053Z" },
+    { url = "https://files.pythonhosted.org/packages/ef/fc/85b7c4eff9b4966ade25c2273cf7e7012e92366c032058653934b37de044/numpy-2.4.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:e5805d5a22fd19c8ccff10a9561f9df94436b0545619ea579db2d3c35294bce2", size = 18368541, upload-time = "2026-05-18T23:34:17.024Z" },
+    { url = "https://files.pythonhosted.org/packages/f6/81/e1b27545deedce7f4a0b348618c6b62d74e36a4dc9ccd42f3eb2f85eee32/numpy-2.4.6-cp312-cp312-win32.whl", hash = "sha256:e3eeb0aabd6bd5ce64faae67e9935203a6991b4bc2a485a767fbafb2c5125f45", size = 5962825, upload-time = "2026-05-18T23:34:20.3Z" },
+    { url = "https://files.pythonhosted.org/packages/ab/ca/feab00bd44aa5fe1ad2c18f08b4d3bb92e26484b0b1d1443897809ed528c/numpy-2.4.6-cp312-cp312-win_amd64.whl", hash = "sha256:d8e8286dd7cea7895157318d1b91cdacac64c479f3cbc8dce548331728484751", size = 12321687, upload-time = "2026-05-18T23:34:23.095Z" },
+    { url = "https://files.pythonhosted.org/packages/63/cf/5a6d34850a39d1093558564f77ee8e8e0bee5061151b8f05a55711001ec7/numpy-2.4.6-cp312-cp312-win_arm64.whl", hash = "sha256:4081eb135ac24158bd51cdfbef16f1c64df7063b1143f24731387137c092bec8", size = 10221482, upload-time = "2026-05-18T23:34:25.876Z" },
+    { url = "https://files.pythonhosted.org/packages/fb/82/bdab26d7438c6791ca31b7c024ca37c1eab8b726ba236129005cd4a06e45/numpy-2.4.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:511dbaf848decaaaf4b4ca48032619fb3138710c4bf7da7617765edad1ef96b0", size = 16684648, upload-time = "2026-05-18T23:34:29.41Z" },
+    { url = "https://files.pythonhosted.org/packages/1b/30/a80189bcc7f5e4258b3fbc3968d909d1756f54d023299ecc39ad6fdb9ef8/numpy-2.4.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bf162abab1c1a736333192707cef898e735a5ca00f38f27eeedf44b39d9e85eb", size = 14693902, upload-time = "2026-05-18T23:34:33.013Z" },
+    { url = "https://files.pythonhosted.org/packages/97/12/70b5d0d7c15e1ebb8a6a84a8caa1d19e181d84fb58bb6d70aca29099dec1/numpy-2.4.6-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:043191bfa8eab18c776647b62723ac9dddece59743b13f49b2016094129c2b3f", size = 5198992, upload-time = "2026-05-18T23:34:36.132Z" },
+    { url = "https://files.pythonhosted.org/packages/ba/8c/ebd2a8f8a83541f8d38cc5667e8c2b69cecfd30da6e45693e8158857d44b/numpy-2.4.6-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:6180d8b35af935aed8ece3a85e0a43f87393ae0ac87c8d2c8bd2c993f7270ef3", size = 6546944, upload-time = "2026-05-18T23:34:38.484Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/c5/7b863a97a91671a0338f4253bd3b5a3d3852f0692dae91711c9f4a10e787/numpy-2.4.6-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:72fbe16c6fac95aedf5937fa873445cec2110be35d8a4e9433d7501fd98dae6b", size = 15669392, upload-time = "2026-05-18T23:34:41.257Z" },
+    { url = "https://files.pythonhosted.org/packages/a5/9d/3584b9984ca4c047aea75214ce1a4c4c73d849bd71b604264b7f5653f8a8/numpy-2.4.6-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a7830bab239b79cda9c08c2da014761cafb48da6150e1da17ac06283f43b6089", size = 16633220, upload-time = "2026-05-18T23:34:45.075Z" },
+    { url = "https://files.pythonhosted.org/packages/05/ae/7c67fba23bd98caec7c99261f3a16072ade14813486b0282cb29846de832/numpy-2.4.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ef4aea96ce4d3b074422cb4f2f64e216bf9e213004bb58ecfdf50ea02ea8eb9a", size = 17020800, upload-time = "2026-05-18T23:34:49.065Z" },
+    { url = "https://files.pythonhosted.org/packages/d9/5d/3b6725cb31d983c5e66916f5d36f6d7e5521129e4c4404d64f918292a5b6/numpy-2.4.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:dfa20cc6ca228e6b155b11da03825975ce66aea520985dbbddf0f2a5a495c605", size = 18357600, upload-time = "2026-05-18T23:34:52.709Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/da/2ccc6c2fe8898dee01d90c75c5f5f914a23daf99e3e0f59516a08760c8b5/numpy-2.4.6-cp313-cp313-win32.whl", hash = "sha256:56b39e5e0622a09a25bf5baf62f4bcf0cb8a41ae6e2819cf49bbc5a74c083f91", size = 5961134, upload-time = "2026-05-18T23:34:55.618Z" },
+    { url = "https://files.pythonhosted.org/packages/b5/cd/9cc4dc876fb065d5c220aae4d5e14826b2715331bb7618ce1fb07a679d99/numpy-2.4.6-cp313-cp313-win_amd64.whl", hash = "sha256:c4fc99836233ea196540b17ab0983aff60ed07941751930f5f4d05bc3b3b7359", size = 12318598, upload-time = "2026-05-18T23:34:58.928Z" },
+    { url = "https://files.pythonhosted.org/packages/39/1e/c0bcba1f8694116485fe28fd1be698c278fcda4141c5b0e53a2aed8b12a8/numpy-2.4.6-cp313-cp313-win_arm64.whl", hash = "sha256:a7c711e21628b52034bb5ab8d1bce291f752fcc5e92accc615778acee1ff4778", size = 10222272, upload-time = "2026-05-18T23:35:02.167Z" },
+    { url = "https://files.pythonhosted.org/packages/63/6d/cc5619247c8f4204e507f5883528372e4ac4bb189e579fb859a12e480b1f/numpy-2.4.6-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:112b06a867b235ef466ed3508ddf0238050df9c727cafb5301ac385b899189a1", size = 14821197, upload-time = "2026-05-18T23:35:05.468Z" },
+    { url = "https://files.pythonhosted.org/packages/00/58/f1c39161c87d9e9bed660f1ed4bafc0e403d5ec9650b6dd77aead07d489b/numpy-2.4.6-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:eaf7fa2de5c0be8ae6ff8e9bea2ccd725e980541244521d8d4b5f3354a27babe", size = 5326287, upload-time = "2026-05-18T23:35:08.693Z" },
+    { url = "https://files.pythonhosted.org/packages/af/57/3917ab0fd97f271a8694513581b8a36c655f111c446852c302f04ccdb6fc/numpy-2.4.6-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:7265a2f3d436e54ef9f2b52b5c937e6be778781bd97a590319d7348f1c1ca997", size = 6646763, upload-time = "2026-05-18T23:35:11.459Z" },
+    { url = "https://files.pythonhosted.org/packages/eb/0f/037e64c494b67581ae18193d770adef354c41f3f2c8ebf865602d949bf8f/numpy-2.4.6-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f74a575920ab21fe304421a3fc28793d82e299cae9eccb37084e9fc7f3617c20", size = 15728070, upload-time = "2026-05-18T23:35:14.79Z" },
+    { url = "https://files.pythonhosted.org/packages/21/a6/5d2bae9c9542eb4df16dc9c46dc79c186e9bad53805dfa5399a6023c6db0/numpy-2.4.6-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ede83e07a75dd06bc501566c1eca2afc0d61677c1472ac9ad93fdee6e638a48d", size = 16681752, upload-time = "2026-05-18T23:35:18.836Z" },
+    { url = "https://files.pythonhosted.org/packages/92/14/23d1dfb410ae362cd59ce53e936b1513d545eb40db3949ced632e19a459e/numpy-2.4.6-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:68bb27509ac1b9a3443094260f6326150663b06abe40b73a2f81160623da5b67", size = 17086024, upload-time = "2026-05-18T23:35:22.52Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/6e/23595a2c642cdf3bc567877064bdd7f91c8b0038a4453cf2daf7248eafe9/numpy-2.4.6-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:a0df0043bdb289bde1f62da130d20df23d58b45429f752bc7a8fc5325a225ecd", size = 18403398, upload-time = "2026-05-18T23:35:26.398Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/90/0ac3bc947217e66dec77e7cbc6a1979d1af70b6461b82f620d3bccd5e4c8/numpy-2.4.6-cp313-cp313t-win32.whl", hash = "sha256:29a287e0cf63ff528da061de6b9f64a4618da591ca1046aafc54062e40ca7eab", size = 6084971, upload-time = "2026-05-18T23:35:29.387Z" },
+    { url = "https://files.pythonhosted.org/packages/77/71/5673e351671a1d2bd6063b91b44f70c0affea7d1516fa7a6572941ba4aa1/numpy-2.4.6-cp313-cp313t-win_amd64.whl", hash = "sha256:25c692919ac5a01f170a3bfcd62d745b24fd095c353d50812637d6fcab442e75", size = 12458532, upload-time = "2026-05-18T23:35:32.175Z" },
+    { url = "https://files.pythonhosted.org/packages/3f/88/19d3503c5046e688f049274b27a3ef3d771152fa80d3ba3d01a3dff61abe/numpy-2.4.6-cp313-cp313t-win_arm64.whl", hash = "sha256:1e978ec1e8bd0e0e4de6bb75de9d30cbb74db6b6a2bb727618613703ca0167dd", size = 10291881, upload-time = "2026-05-18T23:35:35.465Z" },
+    { url = "https://files.pythonhosted.org/packages/de/12/b422cc84439adc0d00de605bf4a308890ae5c26f2c71fbd73e5d08fbb0dd/numpy-2.4.6-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:55cced7c52e981362f708ad635198e97a752dfba412cc03c23bbf3bd8d5cd662", size = 16847511, upload-time = "2026-05-18T23:36:50.673Z" },
+    { url = "https://files.pythonhosted.org/packages/44/53/f481bef68011740f8849418d82db07230e825013f31f4eef5ba5b805316a/numpy-2.4.6-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d6da64deb6b8ed903e7560180a92f2d804ee1ba5eeb849ac2748b8c1aba1f6d7", size = 14889064, upload-time = "2026-05-18T23:36:53.879Z" },
+    { url = "https://files.pythonhosted.org/packages/7f/57/42ed575c10ced8af951d426bc4e1f8aff16fd851db33f067036215a7f860/numpy-2.4.6-pp311-pypy311_pp73-macosx_14_0_arm64.whl", hash = "sha256:68a5124b13fa6cc2086764a20005d30bc0548146f7f5322f02fce212ca14317f", size = 5394157, upload-time = "2026-05-18T23:36:57.194Z" },
+    { url = "https://files.pythonhosted.org/packages/6a/ef/f66cc724fcc36c1e364c67f51ae9146090b8b584f27d58b97fdae3edd737/numpy-2.4.6-pp311-pypy311_pp73-macosx_14_0_x86_64.whl", hash = "sha256:948424b06129ce883307e8cff868c31396d8dc7630a59c61d70d98dbe70f222c", size = 6708728, upload-time = "2026-05-18T23:36:59.575Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/9c/c531f2293b91265d8b48e9b329f54fdd7ffae73cb4134ea10cca4237e9cc/numpy-2.4.6-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5dbbdb29840ca3d91ee0fece42fc29278886d908280bfec0a5846c6f901a3eb0", size = 15798374, upload-time = "2026-05-18T23:37:02.674Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/b0/413077f6b1153ed3cba361401c6783bbad6114804a000cc22eb71c13e190/numpy-2.4.6-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8ad03c0965fb3c692200e74d458ca28c1dbb4ce96f9a479a8aa041ad5fabca02", size = 16747286, upload-time = "2026-05-18T23:37:06.327Z" },
+    { url = "https://files.pythonhosted.org/packages/15/ce/e5ec180bc41812edcd8daeb8639d205622c0e8c02259d8ab25a0201b3c2a/numpy-2.4.6-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:2803abfebfc990042cd494d8ce2d5f82e9d847af6d35ec486923aa19dbad5e73", size = 12504263, upload-time = "2026-05-18T23:37:09.715Z" },
 ]
 
 [[package]]
@@ -2805,7 +2806,7 @@ wheels = [
 
 [[package]]
 name = "openai-agents"
-version = "0.18.3"
+version = "0.20.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "griffelib" },
@@ -2816,9 +2817,9 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "websockets" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/80/3f/b1162cad8720fafc9cf658d6896027385967f5006adfb92ae0dab2b54a70/openai_agents-0.18.3.tar.gz", hash = "sha256:e637f5f5a50692ccbedb0e4f7f2e4f8e2facfcddd41142f35faf90c89b700fc3", size = 5577652, upload-time = "2026-07-17T03:40:25.208Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/57/18/1204bde976436ad85498b759d5297843ebd2e0a214f729eb2dc4423cdfc7/openai_agents-0.20.0.tar.gz", hash = "sha256:a6b37954877868ac233876a27dab1e2a461c53ecbd5fcf6e19e2d276d3e848cd", size = 6146452, upload-time = "2026-08-11T03:12:49.556Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e0/7c/08b9929a15131081898e38c5612d44ee293851d5c80f31ca1153efe82143/openai_agents-0.18.3-py3-none-any.whl", hash = "sha256:c6ed971fdeb34d39a9931787bd3960c1e84dc5d7345705794cc5cab8a1158d07", size = 880799, upload-time = "2026-07-17T03:40:23.163Z" },
+    { url = "https://files.pythonhosted.org/packages/9f/8b/18528f00cb1a5d0b8e00f457f7dc88e7b17439bc520861aae2b638b88710/openai_agents-0.20.0-py3-none-any.whl", hash = "sha256:aaff662b802fa90762ad539e131b9ea387e12e3664b87bc75157ad1b3fc88850", size = 1064338, upload-time = "2026-08-11T03:12:47.615Z" },
 ]
 
 [[package]]
@@ -4232,27 +4233,27 @@ wheels = [
 
 [[package]]
 name = "ruff"
-version = "0.15.22"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/3a/06/ae069393fc66e8ff33036d4b368003833bf6e88ccf182e17e7a2f1c754fd/ruff-0.15.22.tar.gz", hash = "sha256:3f15175b1fb580126f58285a5dae6b2ea89000136d980c64499211f116b54809", size = 4785063, upload-time = "2026-07-16T15:14:13.244Z" }
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/23/18/ee54b7ae1e121be7a28ea6da4b67564ebb0530e183a54415ab7e3bcd2c4e/ruff-0.15.22-py3-none-linux_armv6l.whl", hash = "sha256:44423e73493737f5e7c5b41d475483898ff37afcdae38bc3da5085e29af1c2d8", size = 10781258, upload-time = "2026-07-16T15:13:19.452Z" },
-    { url = "https://files.pythonhosted.org/packages/2f/d2/2520cb14761ddbeaf57642a76942fc36adcbdbe53b4532241995f6fc485c/ruff-0.15.22-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:b82c6482946e9eda7ff2e091d25b8bad3f718684e1916d41bd56873cee05b697", size = 10999477, upload-time = "2026-07-16T15:13:23.318Z" },
-    { url = "https://files.pythonhosted.org/packages/c9/10/74e53572aa758dfaa678c2a2646b5c5515d884b7ca56be4d2ce03ca4b560/ruff-0.15.22-py3-none-macosx_11_0_arm64.whl", hash = "sha256:11c1c715af53a09f714e011106bffc419751ec8232fcb5da42173284ea3fec6f", size = 10466716, upload-time = "2026-07-16T15:13:26.162Z" },
-    { url = "https://files.pythonhosted.org/packages/1e/cc/44eaaf0844e028182f2d0a8f2190d0f359159aed0a9e5ab861d892f1ae2a/ruff-0.15.22-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:742a29cf29bddb7c8327895d6a10e0e6c5b38a96dd407af9b5d0857f809c0576", size = 10892644, upload-time = "2026-07-16T15:13:29.229Z" },
-    { url = "https://files.pythonhosted.org/packages/9f/21/8edf559014d2b0f82beea19cfb713993ad802ccda16868769979c6090a84/ruff-0.15.22-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:72af58b951b0ae395935ae79763dc349bc0eb706319d28f7a33ad2cfb3cfc178", size = 10576719, upload-time = "2026-07-16T15:13:32.35Z" },
-    { url = "https://files.pythonhosted.org/packages/bf/1e/3a13abd392a3b50b62e5938a831f9ab6e588358cacad5c18545b716d2182/ruff-0.15.22-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:62d425005c1835eb24e2ee4161cb90e8db263415f4a71c8c72c33abaa6c0c224", size = 11376494, upload-time = "2026-07-16T15:13:35.958Z" },
-    { url = "https://files.pythonhosted.org/packages/bf/3e/422d3d95bcf04dd78e1aeac22184d4f9a8fb2c01865d39d44618484a0317/ruff-0.15.22-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e8b9b3f8779a4f08c969defc3c8c35abffaa757e601ed5ae66d6d1db6519969a", size = 12208370, upload-time = "2026-07-16T15:13:39.185Z" },
-    { url = "https://files.pythonhosted.org/packages/1e/91/5d065a0e0a02bf4813f5119ad278462eed081d2b832eb7c021ade0ec9e65/ruff-0.15.22-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:1e0dd1b2e4d3d585f897a0d137cbf4eaf6223bef4e8ce34d6bb12556c5f9249e", size = 11581098, upload-time = "2026-07-16T15:13:42.132Z" },
-    { url = "https://files.pythonhosted.org/packages/f6/f9/a0d4871d12fae702eb1f41b686caf05f1f8b124dc6db6f784f53d74918fa/ruff-0.15.22-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:365523eb91d9224e1bcb03b022fbf0facb8f9e23792a2c53d9d4b3924bdbdebb", size = 11399422, upload-time = "2026-07-16T15:13:45.2Z" },
-    { url = "https://files.pythonhosted.org/packages/18/80/c843a5176cddbceb0b7e8dd41cf9993490796c1c469348d384f5a5c13c56/ruff-0.15.22-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:fabfd168afdf29fee5be98b831efa9683c94d7c5a3b58b9ce5a2e38444589a74", size = 11381683, upload-time = "2026-07-16T15:13:48.46Z" },
-    { url = "https://files.pythonhosted.org/packages/d4/00/8485de0ae92239438a36cfc51350db9b9e85c9ebdfaea91b18e422706662/ruff-0.15.22-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:225dbf095a87f1d9f90f5fd7924d2613ee452a75a4308c63a8f50f761787aa7c", size = 10850295, upload-time = "2026-07-16T15:13:51.655Z" },
-    { url = "https://files.pythonhosted.org/packages/fa/91/24977ec2ec72eaf15e4394ace2959fdff2dd1e14f03e005e838023407169/ruff-0.15.22-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:1877d63b9d24ed278744f1523fd11b85540566d54641f97c566d7d9dc5ca5296", size = 10579640, upload-time = "2026-07-16T15:13:54.79Z" },
-    { url = "https://files.pythonhosted.org/packages/9c/47/9b51216951974df1f263ac19da550d34252e0ed7218c25f10c5ef9ed7517/ruff-0.15.22-py3-none-musllinux_1_2_i686.whl", hash = "sha256:a1606c510bd7215680d32efab38965f7cdec3ef69f5170a3f4791404ffdd5262", size = 11105077, upload-time = "2026-07-16T15:13:57.915Z" },
-    { url = "https://files.pythonhosted.org/packages/c2/47/20e9d4a3b8016778acea5fc32bb50d35d207500a17ddb529ffa6996feef8/ruff-0.15.22-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:630479b18625f5ffc373f77603a22a9f8ac0acd7ff0501178b5db28ec71e9c64", size = 11490980, upload-time = "2026-07-16T15:14:01.032Z" },
-    { url = "https://files.pythonhosted.org/packages/4d/76/3f72d8fc38c1cb77b38c56a70da9d0c17700cc1cc50f9649c9d3c8f5ba71/ruff-0.15.22-py3-none-win32.whl", hash = "sha256:e5ba0e4a13fd14abbed2a77b517a3911290c6c6c59ef67784328d1668fab76cf", size = 10789165, upload-time = "2026-07-16T15:14:04.16Z" },
-    { url = "https://files.pythonhosted.org/packages/cb/46/4965251734c2b6fcdca1b1b187d20bcac3af0ee5b083b89c910bb961ce3a/ruff-0.15.22-py3-none-win_amd64.whl", hash = "sha256:9be63ba1eb936acd2d1342fb8337c356353706fce233b2a15a09a97037e6acde", size = 11938297, upload-time = "2026-07-16T15:14:07.316Z" },
-    { url = "https://files.pythonhosted.org/packages/57/c9/e69b1ff4c8b69093ef08b8919ab767af0569666865b39c30a8795d88d3c6/ruff-0.15.22-py3-none-win_arm64.whl", hash = "sha256:e1168075b72158510839f250027659cdd78476f40507dd517892304c41318661", size = 11298172, upload-time = "2026-07-16T15:14:10.51Z" },
+version = "0.16.5"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/f3/85/c8e12473c93018f92d19dd988a294202e1c27426c47ec4de53ffb847b8d8/ruff-0.16.5.tar.gz", hash = "sha256:1b88500f9ffbcab3dedb0082c9f9492e91ec3d618aac1236a3e0189938f7040b", size = 4912003, upload-time = "2026-08-27T16:34:18.258Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c6/b6/77c90a970fe2dae17a723acbd011043ea97c98d7deacccefdc4ba74ec512/ruff-0.16.5-py3-none-linux_armv6l.whl", hash = "sha256:12e5f673e774c35fbb62f288809c7653b73445f8ecec6b6063fd6ea3521aa14b", size = 10011941, upload-time = "2026-08-27T16:33:41.287Z" },
+    { url = "https://files.pythonhosted.org/packages/4b/46/6cf67cf6411885a1d6f7f6d801682f155536a85176d10b605e2ceffed8bd/ruff-0.16.5-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:eda58a5802de40e7ed5b32b64e0b32539338cc6fcd2c78f61e3ad6a0d79f51c3", size = 10204049, upload-time = "2026-08-27T16:33:44.056Z" },
+    { url = "https://files.pythonhosted.org/packages/46/fd/c8720ca7a090abf0c2fef4abe8a5ef6e5127ed15196d8886ff75a2b370e2/ruff-0.16.5-py3-none-macosx_11_0_arm64.whl", hash = "sha256:c5ae9a7b9a8875131f40f8fe967cc86abf899779efd663cb7ce3d572d01da7eb", size = 9809037, upload-time = "2026-08-27T16:33:46.257Z" },
+    { url = "https://files.pythonhosted.org/packages/43/45/a684caacdedaca180f52bacccc40bf0789d2c5a7c75f25324853e9eaedb5/ruff-0.16.5-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7b719b0a1f4d59710d283ab2965f621684a108a9e41da622e3b23f0326cd0025", size = 9964129, upload-time = "2026-08-27T16:33:48.352Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/f2/5d2bcdaca6b5b93d1b4dfc166cd2aebf7680143a1b38a28759df13a94d31/ruff-0.16.5-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2298f2780ed1be0c5cb1361e32ab7b1467f3cce7dabe101d2210a314f2fe42e9", size = 9821518, upload-time = "2026-08-27T16:33:50.57Z" },
+    { url = "https://files.pythonhosted.org/packages/aa/ff/011cce29accf9257d5974145b733fc653a37985ed6825413a3987cefbfe0/ruff-0.16.5-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:258f29035a2dd021e7861e631b227a5b3f14e50c1184c9a6a122c5f4576154d7", size = 10534835, upload-time = "2026-08-27T16:33:52.522Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/5a/f0cf109bada9bba0e96c90c21c9f9251803f57225c32d293327a03c710d6/ruff-0.16.5-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b9a4f0432966834019c74d1b7e5c51224305d7713f3d7faf3e7451f1a3be3cde", size = 11252550, upload-time = "2026-08-27T16:33:54.521Z" },
+    { url = "https://files.pythonhosted.org/packages/63/4d/1d481aaea2046c6a7ed7c291f9004c669cce3c087b6b376ed5b08271e3fe/ruff-0.16.5-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b5eb3a8c3d0ade9cea42b591fd530368e8798380e30e0a308b85a5cf718f09ea", size = 10777949, upload-time = "2026-08-27T16:33:56.88Z" },
+    { url = "https://files.pythonhosted.org/packages/ee/34/ee245ca55f64443233034b3d02b03236b19242004281247c079390b7facd/ruff-0.16.5-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ef0f69e191a13a3c9816f63163c88790cb12cd157bbbb384e9c44745702ab105", size = 10311656, upload-time = "2026-08-27T16:33:59.12Z" },
+    { url = "https://files.pythonhosted.org/packages/a7/4d/c33a333e341c0a2b96c715b52d89a606f5a34cd4ac493cd9b8d0187186b8/ruff-0.16.5-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:0eeab41fbea2c42f98dfb9822cdccda9d24ba38d49f6dc945b5c236d48f0ef29", size = 10532125, upload-time = "2026-08-27T16:34:01.166Z" },
+    { url = "https://files.pythonhosted.org/packages/30/e1/a64cef78b40192497bb98a27a8aa8f2c98ee9ee15bc97f7712d94ef32937/ruff-0.16.5-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:f0768e9df4300713fff30733c87575f68b6f1d8de41184e505b7fdd9c0c95eaf", size = 10097648, upload-time = "2026-08-27T16:34:03.16Z" },
+    { url = "https://files.pythonhosted.org/packages/cc/4e/4cdc9ed3c3e109d2f71e62572a37457298d7bc7501ec3138babb7ed32bbd/ruff-0.16.5-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:95cc70cdc7aa80c338de356279d2adbeb2de0f520b9ecd8aba75b94e95e02f91", size = 9829344, upload-time = "2026-08-27T16:34:05.134Z" },
+    { url = "https://files.pythonhosted.org/packages/39/4a/31ed35ce31729955fc583ee0d176d6e784c1290cb0b0a75cb2134c1ab72a/ruff-0.16.5-py3-none-musllinux_1_2_i686.whl", hash = "sha256:d185c8398ded1bfd91c0c2cb258346307571eccc473a8490af8c3977399c384a", size = 10277117, upload-time = "2026-08-27T16:34:07.425Z" },
+    { url = "https://files.pythonhosted.org/packages/a8/a0/60356d86687b4b666d593df213f4dc3041750d024cb7bf2cfa81cfd65c2e/ruff-0.16.5-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:fb8e3a3c4c6a784150a7ced53b015f4b253fc2bf97a610886419ead64b4756ef", size = 10711653, upload-time = "2026-08-27T16:34:09.712Z" },
+    { url = "https://files.pythonhosted.org/packages/ed/20/656d67f5b25ca9bda4e02b1de25867b2954e1d19e03648060f167ad0f4cc/ruff-0.16.5-py3-none-win32.whl", hash = "sha256:288b0a5f080492fe5635db849f9e2e84aa3cce7b7f0e955997d416c507c76a26", size = 10034250, upload-time = "2026-08-27T16:34:11.8Z" },
+    { url = "https://files.pythonhosted.org/packages/5b/42/ee8e68a207b9127fcde6c3d7e197def432f346cb1af159e1fa14ca0d1cdc/ruff-0.16.5-py3-none-win_amd64.whl", hash = "sha256:ddc6385fb2137f616357ca03d6c74f4be987f80fed4008566b754f6032b8546f", size = 10516714, upload-time = "2026-08-27T16:34:13.963Z" },
+    { url = "https://files.pythonhosted.org/packages/73/e3/7df5a396e445b9ba49ce9a9437439a4d80042c61c0ade199abf8d16de1ac/ruff-0.16.5-py3-none-win_arm64.whl", hash = "sha256:a64abe90968719b851bb7cedffaa8753fbdbdadab483089682db623f3edc587e", size = 10391564, upload-time = "2026-08-27T16:34:16.064Z" },
 ]
 
 [[package]]
@@ -4563,7 +4564,7 @@ wheels = [
 
 [[package]]
 name = "typer"
-version = "0.27.0"
+version = "0.27.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "annotated-doc" },
@@ -4571,9 +4572,9 @@ dependencies = [
     { name = "rich" },
     { name = "shellingham" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/37/78/fda3361b56efc27944f24225f6ecd13d96d6fcfe37bd0eb34e2f4c63f9fc/typer-0.27.0.tar.gz", hash = "sha256:629bd12ea5d13a17148125d9a264f949eb171fb3f120f9b04d85873cab054fa5", size = 203430, upload-time = "2026-07-15T19:21:07.007Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/16/f7/57713ba479fd405eb76de31404b2c744c289e336b2d999511ebf51e496f7/typer-0.27.2.tar.gz", hash = "sha256:269b7eb9d3c202ca84b4bc9618cb04ebb43d3d4d1e567e4c768607232c05f945", size = 204045, upload-time = "2026-08-28T10:26:55.046Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/40/03/26a383c9e58c213199d1aad1c3d353cfc22d4444ec6d2c0bf8ad02523843/typer-0.27.0-py3-none-any.whl", hash = "sha256:6f4b27631e47f077871b7dc30e933ec0131c1390fbe0e387ea5574b5bac9ccf1", size = 122716, upload-time = "2026-07-15T19:21:05.553Z" },
+    { url = "https://files.pythonhosted.org/packages/dc/bf/205d0004930ede8f542fb58f601526fccf4ae7626075ca1e6c4de5d3d652/typer-0.27.2-py3-none-any.whl", hash = "sha256:b3a5fc4342d5fc8fda8fc3010b1cf117e9249aab7fae800c2eff62fd3842d97d", size = 123130, upload-time = "2026-08-28T10:26:53.752Z" },
 ]
 
 [[package]]
@@ -4684,15 +4685,15 @@ wheels = [
 
 [[package]]
 name = "uvicorn"
-version = "0.51.0"
+version = "0.52.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "click" },
     { name = "h11" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/a2/65/b7c6c443ccc58678c91e1e973bbe2a878591538655d6e1d47f24ba1c51f3/uvicorn-0.51.0.tar.gz", hash = "sha256:f6f4b69b657c312f516dd2d268ab9ae6f254b11e4bac504f37b2ab58b24dd0b0", size = 94412, upload-time = "2026-07-08T10:59:05.962Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f2/0f/3f86e61397dd33bf2ccf28188c40db6a740658aeebbbf6e7dbc101a1f487/uvicorn-0.52.4.tar.gz", hash = "sha256:73acfee47a0b133c5de13d219492d62d8a31e935f4fe6e41a232451a15379f86", size = 100627, upload-time = "2026-08-19T06:27:41.821Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/45/ec/dbb7e5a6b91f86bfb9eb7d2988a2730907b6a729875b949c7f022e8b88fa/uvicorn-0.51.0-py3-none-any.whl", hash = "sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b", size = 73219, upload-time = "2026-07-08T10:59:04.44Z" },
+    { url = "https://files.pythonhosted.org/packages/f1/79/4a20b54ab0491485ccd8c077db2d39187c7f12b3e15485d38a7be37c81b4/uvicorn-0.52.4-py3-none-any.whl", hash = "sha256:f86e41a149d7d05a9969337e3946a9c171c06a5d42680896daaba624aeac8da1", size = 79871, upload-time = "2026-08-19T06:27:40.36Z" },
 ]
 
 [package.optional-dependencies]