diff --git a/templates/python/browser-use/main.py b/templates/python/browser-use/main.py
index ad1e034..7d0b59e 100644
--- a/templates/python/browser-use/main.py
+++ b/templates/python/browser-use/main.py
@@ -1,4 +1,4 @@
-from langchain_openai import ChatOpenAI
+from browser_use.llm import ChatOpenAI
 from browser_use import Agent
 import kernel
 from kernel import Kernel
@@ -14,7 +14,7 @@ class TaskInput(TypedDict):
     
 # LLM API Keys are set in the environment during `kernel deploy <filename> -e OPENAI_API_KEY=XXX`
 # See https://docs.onkernel.com/launch/deploy#environment-variables
-llm = ChatOpenAI(model="gpt-4o-mini")
+llm = ChatOpenAI(model="gpt-4.1")
 
 @app.action("bu-task")
 async def bu_task(ctx: kernel.KernelContext, input_data: TaskInput):
diff --git a/templates/python/browser-use/pyproject.toml b/templates/python/browser-use/pyproject.toml
index a08e816..735d660 100644
--- a/templates/python/browser-use/pyproject.toml
+++ b/templates/python/browser-use/pyproject.toml
@@ -5,8 +5,7 @@ description = "Kernel sample app for Browser Use"
 readme = "README.md"
 requires-python = ">=3.11"
 dependencies = [
-    "browser-use~=0.2.4",
-    "kernel>=0.6.0",
-    "langchain-openai>=0.3.11",
+    "browser-use~=0.5.3",
+    "kernel>=0.7.1",
     "pydantic>=2.10.6",
 ]
diff --git a/templates/python/browser-use/uv.lock b/templates/python/browser-use/uv.lock
index 177bb01..1c39078 100644
--- a/templates/python/browser-use/uv.lock
+++ b/templates/python/browser-use/uv.lock
@@ -8,6 +8,15 @@ resolution-markers = [
     "python_full_version < '3.12'",
 ]
 
+[[package]]
+name = "aiofiles"
+version = "24.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/0b/03/a88171e277e8caa88a4c77808c20ebb04ba74cc4681bf1e9416c862de237/aiofiles-24.1.0.tar.gz", hash = "sha256:22a075c9e5a3810f0c2e48f3008c94d68c65d763b9b03857924c99e57355166c", size = 30247, upload-time = "2024-06-24T11:02:03.584Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a5/45/30bb92d442636f570cb5651bc661f52b610e2eec3f891a5dc3a4c3667db0/aiofiles-24.1.0-py3-none-any.whl", hash = "sha256:b4ec55f4195e3eb5d7abd1bf7e061763e864dd4954231fb8539a0ef8bb8260e5", size = 15896, upload-time = "2024-06-24T11:02:01.529Z" },
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -19,7 +28,7 @@ wheels = [
 
 [[package]]
 name = "anthropic"
-version = "0.51.0"
+version = "0.57.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -30,9 +39,9 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/63/4a/96f99a61ae299f9e5aa3e765d7342d95ab2e2ba5b69a3ffedb00ef779651/anthropic-0.51.0.tar.gz", hash = "sha256:6f824451277992af079554430d5b2c8ff5bc059cc2c968cdc3f06824437da201", size = 219063, upload-time = "2025-05-07T15:39:22.348Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/d7/75/6261a1a8d92aed47e27d2fcfb3a411af73b1435e6ae1186da02b760565d0/anthropic-0.57.1.tar.gz", hash = "sha256:7815dd92245a70d21f65f356f33fc80c5072eada87fb49437767ea2918b2c4b0", size = 423775, upload-time = "2025-07-03T16:57:35.932Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/e5/cf/ca0ba77805aec6171629a8b665c7dc224dab374539c3d27005b5d8c100a0/anthropic-0.57.1-py3-none-any.whl", hash = "sha256:33afc1f395af207d07ff1bffc0a3d1caac53c371793792569c5d2f09283ea306", size = 292779, upload-time = "2025-07-03T16:57:34.636Z" },
 ]
 
 [[package]]
@@ -50,80 +59,77 @@ wheels = [
 ]
 
 [[package]]
-name = "backoff"
-version = "2.2.1"
+name = "attrs"
+version = "25.3.0"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/47/d7/5bbeb12c44d7c4f2fb5b56abce497eb5ed9f34d85701de869acedd602619/backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba", size = 17001, upload-time = "2022-10-05T19:19:32.061Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/5a/b0/1367933a8532ee6ff8d63537de4f1177af4bff9f3e829baf7331f595bb24/attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b", size = 812032, upload-time = "2025-03-13T11:10:22.779Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/77/06/bb80f5f86020c4551da315d78b3ab75e8228f89f0162f2c3a819e407941a/attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3", size = 63815, upload-time = "2025-03-13T11:10:21.14Z" },
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 [[package]]
-name = "beautifulsoup4"
-version = "4.13.4"
+name = "authlib"
+version = "1.6.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "soupsieve" },
-    { name = "typing-extensions" },
+    { name = "cryptography" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d8/e4/0c4c39e18fd76d6a628d4dd8da40543d136ce2d1752bd6eeeab0791f4d6b/beautifulsoup4-4.13.4.tar.gz", hash = "sha256:dbb3c4e1ceae6aefebdaf2423247260cd062430a410e38c66f2baa50a8437195", size = 621067, upload-time = "2025-04-15T17:05:13.836Z" }
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+    { url = "https://files.pythonhosted.org/packages/84/29/587c189bbab1ccc8c86a03a5d0e13873df916380ef1be461ebe6acebf48d/authlib-1.6.0-py2.py3-none-any.whl", hash = "sha256:91685589498f79e8655e8a8947431ad6288831d643f11c55c2143ffcc738048d", size = 239981, upload-time = "2025-05-23T00:21:43.075Z" },
 ]
 
 [[package]]
-name = "boto3"
-version = "1.38.19"
+name = "backoff"
+version = "2.2.1"
 source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "botocore" },
-    { name = "jmespath" },
-    { name = "s3transfer" },
-]
-sdist = { url = "https://files.pythonhosted.org/packages/29/3a/eec45ce28d36913074547a06198c4f9f3855062ca18ab266e9e6a27b47c9/boto3-1.38.19.tar.gz", hash = "sha256:fdd69f23e6216a508bbc1fbda9486791c161f3ecd5933ac7090d7290f6f2d0f5", size = 111778, upload-time = "2025-05-19T19:31:20.743Z" }
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 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/df/73/b6e24bd22e6720ca8ee9a85a0c4a2971af8497d8f3193fa05390cbd46e09/backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8", size = 15148, upload-time = "2022-10-05T19:19:30.546Z" },
 ]
 
 [[package]]
-name = "botocore"
-version = "1.38.19"
+name = "beautifulsoup4"
+version = "4.13.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "jmespath" },
-    { name = "python-dateutil" },
-    { name = "urllib3" },
+    { name = "soupsieve" },
+    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/7f/78/c1b2fa6a267018062a66470e6e779366b4e64ab1178de8870ccc3a393cac/botocore-1.38.19.tar.gz", hash = "sha256:796b948c05017eb33385b798990cd91ed4af0e881eb9eb1ee6e17666be02abc9", size = 13913334, upload-time = "2025-05-19T19:31:07.026Z" }
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 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/50/cd/30110dc0ffcf3b131156077b90e9f60ed75711223f306da4db08eff8403b/beautifulsoup4-4.13.4-py3-none-any.whl", hash = "sha256:9bbbb14bfde9d79f38b8cd5f8c7c85f4b8f2523190ebed90e950a8dea4cb1c4b", size = 187285, upload-time = "2025-04-15T17:05:12.221Z" },
 ]
 
 [[package]]
 name = "browser-use"
-version = "0.2.4"
+version = "0.5.3"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
+    { name = "aiofiles" },
+    { name = "anthropic" },
     { name = "anyio" },
-    { name = "faiss-cpu" },
+    { name = "authlib" },
+    { name = "bubus" },
     { name = "google-api-core" },
+    { name = "google-api-python-client" },
+    { name = "google-auth" },
+    { name = "google-auth-oauthlib" },
+    { name = "google-genai" },
+    { name = "groq" },
     { name = "httpx" },
-    { name = "langchain" },
-    { name = "langchain-anthropic" },
-    { name = "langchain-aws" },
-    { name = "langchain-core" },
-    { name = "langchain-deepseek" },
-    { name = "langchain-google-genai" },
-    { name = "langchain-ollama" },
-    { name = "langchain-openai" },
     { name = "markdownify" },
-    { name = "mem0ai" },
+    { name = "mcp" },
+    { name = "ollama" },
+    { name = "openai" },
     { name = "patchright" },
     { name = "playwright" },
+    { name = "portalocker" },
     { name = "posthog" },
     { name = "psutil" },
     { name = "pydantic" },
     { name = "pyobjc", marker = "platform_system == 'darwin'" },
+    { name = "pypdf" },
     { name = "pyperclip" },
     { name = "python-dotenv" },
     { name = "requests" },
@@ -131,9 +137,26 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "uuid7" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/cc/98/d25aa668afc6a03249bbb13983526b6d0a99b187d911a81888c69854cb4a/browser_use-0.2.4.tar.gz", hash = "sha256:113cb4368a7aac4dafe257afaec4a07386f3a5aba8df868cc10c68434b17669c", size = 146044, upload-time = "2025-05-26T02:12:54.799Z" }
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+wheels = [
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+]
+
+[[package]]
+name = "bubus"
+version = "1.4.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiofiles" },
+    { name = "anyio" },
+    { name = "portalocker" },
+    { name = "pydantic" },
+    { name = "typing-extensions" },
+    { name = "uuid7" },
+]
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+    { url = "https://files.pythonhosted.org/packages/d0/ee/9d49b74fb229135d926c3886cd015d734a8230f93b45160a63a5e780bc0e/bubus-1.4.5-py3-none-any.whl", hash = "sha256:abb23cb2615f41ee54853939bfe904b18ba5ae34cbab934a7c99bb0ff31df603", size = 40010, upload-time = "2025-07-08T12:01:03.863Z" },
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 ]
 
+[[package]]
+name = "click"
+version = "8.2.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/60/6c/8ca2efa64cf75a977a0d7fac081354553ebe483345c734fb6b6515d96bbc/click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202", size = 286342, upload-time = "2025-05-20T23:19:49.832Z" }
+wheels = [
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+]
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -256,6 +291,47 @@ wheels = [
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+version = "45.0.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
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