diff --git a/02-use-cases/customer-support-assistant/uv.lock b/02-use-cases/customer-support-assistant/uv.lock
index 0900c24db..682fe8d80 100644
--- a/02-use-cases/customer-support-assistant/uv.lock
+++ b/02-use-cases/customer-support-assistant/uv.lock
@@ -210,14 +210,14 @@ wheels = [
 
 [[package]]
 name = "authlib"
-version = "1.6.5"
+version = "1.6.11"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "cryptography" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/cd/3f/1d3bbd0bf23bdd99276d4def22f29c27a914067b4cf66f753ff9b8bbd0f3/authlib-1.6.5.tar.gz", hash = "sha256:6aaf9c79b7cc96c900f0b284061691c5d4e61221640a948fe690b556a6d6d10b", size = 164553, upload-time = "2025-10-02T13:36:09.489Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/28/10/b325d58ffe86815b399334a101e63bc6fa4e1953921cb23703b48a0a0220/authlib-1.6.11.tar.gz", hash = "sha256:64db35b9b01aeccb4715a6c9a6613a06f2bd7be2ab9d2eb89edd1dfc7580a38f", size = 165359, upload-time = "2026-04-16T07:22:50.279Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/f8/aa/5082412d1ee302e9e7d80b6949bc4d2a8fa1149aaab610c5fc24709605d6/authlib-1.6.5-py2.py3-none-any.whl", hash = "sha256:3e0e0507807f842b02175507bdee8957a1d5707fd4afb17c32fb43fee90b6e3a", size = 243608, upload-time = "2025-10-02T13:36:07.637Z" },
+    { url = "https://files.pythonhosted.org/packages/57/2f/55fca558f925a51db046e5b929deb317ddb05afed74b22d89f4eca578980/authlib-1.6.11-py2.py3-none-any.whl", hash = "sha256:c8687a9a26451c51a34a06fa17bb97cb15bba46a6a626755e2d7f50da8bff3e3", size = 244469, upload-time = "2026-04-16T07:22:48.413Z" },
 ]
 
 [[package]]
@@ -3252,6 +3252,8 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/6b/fa/3234f913fe9a6525a7b97c6dad1f51e72b917e6872e051a5e2ffd8b16fbb/ruamel.yaml.clib-0.2.14-cp314-cp314-macosx_15_0_arm64.whl", hash = "sha256:70eda7703b8126f5e52fcf276e6c0f40b0d314674f896fc58c47b0aef2b9ae83", size = 137970, upload-time = "2025-09-22T19:51:09.472Z" },
     { url = "https://files.pythonhosted.org/packages/ef/ec/4edbf17ac2c87fa0845dd366ef8d5852b96eb58fcd65fc1ecf5fe27b4641/ruamel.yaml.clib-0.2.14-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:a0cb71ccc6ef9ce36eecb6272c81afdc2f565950cdcec33ae8e6cd8f7fc86f27", size = 739639, upload-time = "2025-09-22T19:51:10.566Z" },
     { url = "https://files.pythonhosted.org/packages/15/18/b0e1fafe59051de9e79cdd431863b03593ecfa8341c110affad7c8121efc/ruamel.yaml.clib-0.2.14-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:e7cb9ad1d525d40f7d87b6df7c0ff916a66bc52cb61b66ac1b2a16d0c1b07640", size = 764456, upload-time = "2025-09-22T19:51:11.736Z" },
+    { url = "https://files.pythonhosted.org/packages/e7/cd/150fdb96b8fab27fe08d8a59fe67554568727981806e6bc2677a16081ec7/ruamel_yaml_clib-0.2.14-cp314-cp314-win32.whl", hash = "sha256:9b4104bf43ca0cd4e6f738cb86326a3b2f6eef00f417bd1e7efb7bdffe74c539", size = 102394, upload-time = "2025-11-14T21:57:36.703Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/e6/a3fa40084558c7e1dc9546385f22a93949c890a8b2e445b2ba43935f51da/ruamel_yaml_clib-0.2.14-cp314-cp314-win_amd64.whl", hash = "sha256:13997d7d354a9890ea1ec5937a219817464e5cc344805b37671562a401ca3008", size = 122673, upload-time = "2025-11-14T21:57:38.177Z" },
 ]
 
 [[package]]