diff --git a/examples/aws-serverless-python-resources/Dockerfile b/examples/aws-serverless-python-resources/Dockerfile
new file mode 100644
index 0000000..a88fe44
--- /dev/null
+++ b/examples/aws-serverless-python-resources/Dockerfile
@@ -0,0 +1,8 @@
+FROM public.ecr.aws/lambda/python:3.11
+
+# Copy function code
+COPY . ${LAMBDA_TASK_ROOT}
+CMD pip install -r requirements.txt
+
+# Set the CMD to your handler (could also be done as a parameter override outside of the Dockerfile)
+CMD [ "__main__.main" ]
diff --git a/examples/aws-serverless-python-resources/Pulumi.yaml b/examples/aws-serverless-python-resources/Pulumi.yaml
new file mode 100644
index 0000000..56ddf88
--- /dev/null
+++ b/examples/aws-serverless-python-resources/Pulumi.yaml
@@ -0,0 +1,7 @@
+name: aws-serverless-python
+runtime:
+  name: python
+  options:
+    toolchain: pip
+    virtualenv: venv
+description: A minimal Python on Lambda function Pulumi program
diff --git a/examples/aws-serverless-python-resources/__main__.py b/examples/aws-serverless-python-resources/__main__.py
new file mode 100644
index 0000000..b94fec3
--- /dev/null
+++ b/examples/aws-serverless-python-resources/__main__.py
@@ -0,0 +1,19 @@
+import pulumi_aws as aws
+
+from damavand.cloud.aws.resources.serverless_python_component import (
+    AwsServerlessPythonComponent,
+    AwsServerlessPythonComponentArgs,
+)
+
+
+def main() -> None:
+    AwsServerlessPythonComponent(
+        name="python-serverless-example",
+        args=AwsServerlessPythonComponentArgs(
+            python_version=aws.lambda_.Runtime.PYTHON3D11,
+        ),
+    )
+
+
+if __name__ == "__main__":
+    main()
diff --git a/examples/aws-serverless-python-resources/requirements.txt b/examples/aws-serverless-python-resources/requirements.txt
new file mode 100644
index 0000000..4a8397c
--- /dev/null
+++ b/examples/aws-serverless-python-resources/requirements.txt
@@ -0,0 +1,2 @@
+-e ../../../damavand
+pulumi
diff --git a/pdm.lock b/pdm.lock
index 7608580..0e373a5 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -2,14 +2,32 @@
 # It is not intended for manual editing.
 
 [metadata]
-groups = ["default", "dev", "llm"]
+groups = ["default", "build", "dev", "llm"]
 strategy = ["inherit_metadata"]
 lock_version = "4.5.0"
-content_hash = "sha256:eded6b337337dee9c917e85dfb3d774f698d96ba4f8d7ad37fcdc1e20cba8a12"
+content_hash = "sha256:b70d0ecbbcec6e9f51e403f3c14a426fbb98ddfd80a4c16f165e609bf6d2a8d8"
 
 [[metadata.targets]]
 requires_python = ">=3.11.0"
 
+[[package]]
+name = "alembic"
+version = "1.13.3"
+requires_python = ">=3.8"
+summary = "A database migration tool for SQLAlchemy."
+groups = ["llm"]
+dependencies = [
+    "Mako",
+    "SQLAlchemy>=1.3.0",
+    "importlib-metadata; python_version < \"3.9\"",
+    "importlib-resources; python_version < \"3.9\"",
+    "typing-extensions>=4",
+]
+files = [
+    {file = "alembic-1.13.3-py3-none-any.whl", hash = "sha256:908e905976d15235fae59c9ac42c4c5b75cfcefe3d27c0fbf7ae15a37715d80e"},
+    {file = "alembic-1.13.3.tar.gz", hash = "sha256:203503117415561e203aa14541740643a611f641517f0209fcae63e9fa09f1a2"},
+]
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -26,20 +44,20 @@ files = [
 
 [[package]]
 name = "argcomplete"
-version = "3.5.0"
+version = "3.5.1"
 requires_python = ">=3.8"
 summary = "Bash tab completion for argparse"
 groups = ["dev"]
 files = [
-    {file = "argcomplete-3.5.0-py3-none-any.whl", hash = "sha256:d4bcf3ff544f51e16e54228a7ac7f486ed70ebf2ecfe49a63a91171c76bf029b"},
-    {file = "argcomplete-3.5.0.tar.gz", hash = "sha256:4349400469dccfb7950bb60334a680c58d88699bff6159df61251878dc6bf74b"},
+    {file = "argcomplete-3.5.1-py3-none-any.whl", hash = "sha256:1a1d148bdaa3e3b93454900163403df41448a248af01b6e849edc5ac08e6c363"},
+    {file = "argcomplete-3.5.1.tar.gz", hash = "sha256:eb1ee355aa2557bd3d0145de7b06b2a45b0ce461e1e7813f5d066039ab4177b4"},
 ]
 
 [[package]]
 name = "arpeggio"
 version = "2.0.2"
 summary = "Packrat parser interpreter"
-groups = ["default"]
+groups = ["build"]
 files = [
     {file = "Arpeggio-2.0.2-py2.py3-none-any.whl", hash = "sha256:f7c8ae4f4056a89e020c24c7202ac8df3e2bc84e416746f20b0da35bb1de0250"},
     {file = "Arpeggio-2.0.2.tar.gz", hash = "sha256:c790b2b06e226d2dd468e4fbfb5b7f506cec66416031fde1441cf1de2a0ba700"},
@@ -50,7 +68,7 @@ name = "attrs"
 version = "23.2.0"
 requires_python = ">=3.7"
 summary = "Classes Without Boilerplate"
-groups = ["default", "dev", "llm"]
+groups = ["build", "dev", "llm"]
 dependencies = [
     "importlib-metadata; python_version < \"3.8\"",
 ]
@@ -64,7 +82,7 @@ name = "blinker"
 version = "1.8.2"
 requires_python = ">=3.8"
 summary = "Fast, simple object-to-object and broadcast signaling"
-groups = ["default"]
+groups = ["llm"]
 files = [
     {file = "blinker-1.8.2-py3-none-any.whl", hash = "sha256:1779309f71bf239144b9399d06ae925637cf6634cf6bd131104184531bf67c01"},
     {file = "blinker-1.8.2.tar.gz", hash = "sha256:8f77b09d3bf7c795e969e9486f39c2c5e9c39d4ee07424be2bc594ece9642d83"},
@@ -72,25 +90,25 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.35.31"
+version = "1.35.52"
 requires_python = ">=3.8"
 summary = "The AWS SDK for Python"
 groups = ["default", "dev", "llm"]
 dependencies = [
-    "botocore<1.36.0,>=1.35.31",
+    "botocore<1.36.0,>=1.35.52",
     "jmespath<2.0.0,>=0.7.1",
     "s3transfer<0.11.0,>=0.10.0",
 ]
 files = [
-    {file = "boto3-1.35.31-py3-none-any.whl", hash = "sha256:2e9af74d10d8af7610a8d8468d2914961f116912a024fce17351825260385a52"},
-    {file = "boto3-1.35.31.tar.gz", hash = "sha256:8c593af260c4ea3eb6f079c09908f94494ca2222aa4e40a7ff490fab1cee8b39"},
+    {file = "boto3-1.35.52-py3-none-any.whl", hash = "sha256:ec0e797441db56af63b1150bba49f114b0f885f5d76c3b6dc18075f73030d2bb"},
+    {file = "boto3-1.35.52.tar.gz", hash = "sha256:68299da8ab2bb37cc843d61b9f4c1c9367438406cfd65a8f593afc7b3bfe226d"},
 ]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.35.31"
+version = "1.35.52"
 requires_python = ">=3.8"
-summary = "Type annotations for boto3 1.35.31 generated with mypy-boto3-builder 8.1.2"
+summary = "Type annotations for boto3 1.35.52 generated with mypy-boto3-builder 8.1.4"
 groups = ["dev"]
 dependencies = [
     "botocore-stubs",
@@ -98,13 +116,13 @@ dependencies = [
     "typing-extensions>=4.1.0; python_version < \"3.12\"",
 ]
 files = [
-    {file = "boto3_stubs-1.35.31-py3-none-any.whl", hash = "sha256:d440ad57493534074024c999045929c617007712d395c86208b95b48f716269f"},
-    {file = "boto3_stubs-1.35.31.tar.gz", hash = "sha256:bc10fa6e0c0e46c2b7c664b2183bb524053eb7439d9ebf9ae66547b295b76675"},
+    {file = "boto3_stubs-1.35.52-py3-none-any.whl", hash = "sha256:98f569ad38f08fa3aeebb6f83c26db19a0391a63ae3d5447e805445994509441"},
+    {file = "boto3_stubs-1.35.52.tar.gz", hash = "sha256:4219eacd778c6bf8f738100ee5e411381c3a110ae635a7330a75723a5cddd7fd"},
 ]
 
 [[package]]
 name = "botocore"
-version = "1.35.31"
+version = "1.35.52"
 requires_python = ">=3.8"
 summary = "Low-level, data-driven core of boto 3."
 groups = ["default", "dev", "llm"]
@@ -115,13 +133,13 @@ dependencies = [
     "urllib3<1.27,>=1.25.4; python_version < \"3.10\"",
 ]
 files = [
-    {file = "botocore-1.35.31-py3-none-any.whl", hash = "sha256:4cee814875bc78656aef4011d3d6b2231e96f53ea3661ee428201afb579d5c31"},
-    {file = "botocore-1.35.31.tar.gz", hash = "sha256:f7bfa910cf2cbcc8c2307c1cf7b93495d614c2d699883417893e0a337fe4eb63"},
+    {file = "botocore-1.35.52-py3-none-any.whl", hash = "sha256:cdbb5e43c9c3a977763e2a10d3b8b9c405d51279f9fcfd4ca4800763b22acba5"},
+    {file = "botocore-1.35.52.tar.gz", hash = "sha256:1fe7485ea13d638b089103addd818c12984ff1e4d208de15f180b1e25ad944c5"},
 ]
 
 [[package]]
 name = "botocore-stubs"
-version = "1.35.31"
+version = "1.35.52"
 requires_python = ">=3.8"
 summary = "Type annotations and code completion for botocore"
 groups = ["dev"]
@@ -130,8 +148,19 @@ dependencies = [
     "typing-extensions>=4.1.0; python_version < \"3.9\"",
 ]
 files = [
-    {file = "botocore_stubs-1.35.31-py3-none-any.whl", hash = "sha256:b7289c27b759dad40759c1421519cbd7ec65b79f7aa8be5dfc76004a61aef42b"},
-    {file = "botocore_stubs-1.35.31.tar.gz", hash = "sha256:b26f79253d8f2460aa8f2d49ae933c3f352fe38be72ea033651c15cd47a822a9"},
+    {file = "botocore_stubs-1.35.52-py3-none-any.whl", hash = "sha256:8478e738afbf37ac4c8f21dc0e341e11a72e018357ab9bad720378e50d29c3cc"},
+    {file = "botocore_stubs-1.35.52.tar.gz", hash = "sha256:9d0498b0941a784f72e9984501a4e61f27a28fedc04d1f0edc9e37420ec6e8df"},
+]
+
+[[package]]
+name = "cachetools"
+version = "5.5.0"
+requires_python = ">=3.7"
+summary = "Extensible memoizing collections and decorators"
+groups = ["llm"]
+files = [
+    {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"},
+    {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"},
 ]
 
 [[package]]
@@ -195,43 +224,58 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.2"
+version = "3.4.0"
 requires_python = ">=3.7.0"
 summary = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 groups = ["dev", "llm"]
 files = [
-    {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"},
-    {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:802fe99cca7457642125a8a88a084cef28ff0cf9407060f7b93dca5aa25480db"},
-    {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:573f6eac48f4769d667c4442081b1794f52919e7edada77495aaed9236d13a96"},
-    {file = "charset_normalizer-3.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:549a3a73da901d5bc3ce8d24e0600d1fa85524c10287f6004fbab87672bf3e1e"},
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 requires_python = ">=3.7"
 summary = "Composable command line interface toolkit"
-groups = ["default"]
+groups = ["llm"]
 dependencies = [
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 summary = "Python commitizen client tool"
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 groups = ["dev"]
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-groups = ["default"]
+groups = ["llm"]
 dependencies = [
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 requires_python = ">=3.7"
 summary = "A very fast and expressive template engine."
-groups = ["default", "dev"]
+groups = ["dev", "llm"]
 dependencies = [
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 version = "4.23.0"
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 requires_python = ">=3.8"
 summary = ""
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+[[package]]
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+summary = "Pure-Python RSA implementation"
+groups = ["llm"]
+dependencies = [
+    "pyasn1>=0.1.3",
+]
+files = [
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 summary = "An Amazon S3 Transfer Manager"
 groups = ["default", "dev", "llm"]
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 groups = ["llm"]
@@ -1589,6 +2331,7 @@ dependencies = [
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     "sagemaker-core<2.0.0,>=1.0.0",
+    "sagemaker-mlflow",
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-version = "1.0.9"
+version = "1.0.12"
 requires_python = ">=3.8"
 summary = "An python package for sagemaker core functionalities"
 groups = ["llm"]
@@ -1617,8 +2360,23 @@ dependencies = [
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+[[package]]
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+summary = "AWS Plugin for MLFlow with SageMaker"
+groups = ["llm"]
+dependencies = [
+    "boto3>=1.34",
+    "mlflow>=2.8",
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+groups = ["llm"]
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 requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 summary = "Python helper for Semantic Versioning (http://semver.org/)"
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 requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 summary = "Python 2 and 3 compatibility utilities"
-groups = ["default", "dev", "llm"]
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+    {file = "SQLAlchemy-2.0.36-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:4a121d62ebe7d26fec9155f83f8be5189ef1405f5973ea4874a26fab9f1e262c"},
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+    {file = "SQLAlchemy-2.0.36-cp313-cp313-win_amd64.whl", hash = "sha256:8c78ac40bde930c60e0f78b3cd184c580f89456dd87fc08f9e3ee3ce8765ce88"},
+    {file = "SQLAlchemy-2.0.36-py3-none-any.whl", hash = "sha256:fddbe92b4760c6f5d48162aef14824add991aeda8ddadb3c31d56eb15ca69f8e"},
+    {file = "sqlalchemy-2.0.36.tar.gz", hash = "sha256:7f2767680b6d2398aea7082e45a774b2b0767b5c8d8ffb9c8b683088ea9b29c5"},
+]
+
+[[package]]
+name = "sqlparse"
+version = "0.5.1"
+requires_python = ">=3.8"
+summary = "A non-validating SQL parser."
+groups = ["llm"]
+files = [
+    {file = "sqlparse-0.5.1-py3-none-any.whl", hash = "sha256:773dcbf9a5ab44a090f3441e2180efe2560220203dc2f8c0b0fa141e18b505e4"},
+    {file = "sqlparse-0.5.1.tar.gz", hash = "sha256:bb6b4df465655ef332548e24f08e205afc81b9ab86cb1c45657a7ff173a3a00e"},
+]
 
 [[package]]
 name = "tblib"
@@ -1690,13 +2568,24 @@ files = [
 
 [[package]]
 name = "termcolor"
-version = "2.4.0"
-requires_python = ">=3.8"
+version = "2.5.0"
+requires_python = ">=3.9"
 summary = "ANSI color formatting for output in terminal"
 groups = ["dev"]
 files = [
-    {file = "termcolor-2.4.0-py3-none-any.whl", hash = "sha256:9297c0df9c99445c2412e832e882a7884038a25617c60cea2ad69488d4040d63"},
-    {file = "termcolor-2.4.0.tar.gz", hash = "sha256:aab9e56047c8ac41ed798fa36d892a37aca6b3e9159f3e0c24bc64a9b3ac7b7a"},
+    {file = "termcolor-2.5.0-py3-none-any.whl", hash = "sha256:37b17b5fc1e604945c2642c872a3764b5d547a48009871aea3edd3afa180afb8"},
+    {file = "termcolor-2.5.0.tar.gz", hash = "sha256:998d8d27da6d48442e8e1f016119076b690d962507531df4890fcd2db2ef8a6f"},
+]
+
+[[package]]
+name = "threadpoolctl"
+version = "3.5.0"
+requires_python = ">=3.8"
+summary = "threadpoolctl"
+groups = ["llm"]
+files = [
+    {file = "threadpoolctl-3.5.0-py3-none-any.whl", hash = "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"},
+    {file = "threadpoolctl-3.5.0.tar.gz", hash = "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107"},
 ]
 
 [[package]]
@@ -1712,7 +2601,7 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.5"
+version = "4.66.6"
 requires_python = ">=3.7"
 summary = "Fast, Extensible Progress Meter"
 groups = ["llm"]
@@ -1720,30 +2609,30 @@ dependencies = [
     "colorama; platform_system == \"Windows\"",
 ]
 files = [
-    {file = "tqdm-4.66.5-py3-none-any.whl", hash = "sha256:90279a3770753eafc9194a0364852159802111925aa30eb3f9d85b0e805ac7cd"},
-    {file = "tqdm-4.66.5.tar.gz", hash = "sha256:e1020aef2e5096702d8a025ac7d16b1577279c9d63f8375b63083e9a5f0fcbad"},
+    {file = "tqdm-4.66.6-py3-none-any.whl", hash = "sha256:223e8b5359c2efc4b30555531f09e9f2f3589bcd7fdd389271191031b49b7a63"},
+    {file = "tqdm-4.66.6.tar.gz", hash = "sha256:4bdd694238bef1485ce839d67967ab50af8f9272aab687c0d7702a01da0be090"},
 ]
 
 [[package]]
 name = "types-awscrt"
-version = "0.22.0"
+version = "0.23.0"
 requires_python = ">=3.8"
 summary = "Type annotations and code completion for awscrt"
 groups = ["dev"]
 files = [
-    {file = "types_awscrt-0.22.0-py3-none-any.whl", hash = "sha256:b2c196bbd3226bab42d80fae13c34548de9ddc195f5a366d79c15d18e5897aa9"},
-    {file = "types_awscrt-0.22.0.tar.gz", hash = "sha256:67a660c90bad360c339f6a79310cc17094d12472042c7ca5a41450aaf5fc9a54"},
+    {file = "types_awscrt-0.23.0-py3-none-any.whl", hash = "sha256:517d9d06f19cf58d778ca90ad01e52e0489466bf70dcf78c7f47f74fdf151a60"},
+    {file = "types_awscrt-0.23.0.tar.gz", hash = "sha256:3fd1edeac923d1956c0e907c973fb83bda465beae7f054716b371b293f9b5fdc"},
 ]
 
 [[package]]
 name = "types-s3transfer"
-version = "0.10.2"
+version = "0.10.3"
 requires_python = ">=3.8"
 summary = "Type annotations and code completion for s3transfer"
 groups = ["dev"]
 files = [
-    {file = "types_s3transfer-0.10.2-py3-none-any.whl", hash = "sha256:7a3fec8cd632e2b5efb665a355ef93c2a87fdd5a45b74a949f95a9e628a86356"},
-    {file = "types_s3transfer-0.10.2.tar.gz", hash = "sha256:60167a3bfb5c536ec6cdb5818f7f9a28edca9dc3e0b5ff85ae374526fc5e576e"},
+    {file = "types_s3transfer-0.10.3-py3-none-any.whl", hash = "sha256:d34c5a82f531af95bb550927136ff5b737a1ed3087f90a59d545591dfde5b4cc"},
+    {file = "types_s3transfer-0.10.3.tar.gz", hash = "sha256:f761b2876ac4c208e6c6b75cdf5f6939009768be9950c545b11b0225e7703ee7"},
 ]
 
 [[package]]
@@ -1779,6 +2668,18 @@ files = [
     {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
 ]
 
+[[package]]
+name = "waitress"
+version = "3.0.1"
+requires_python = ">=3.9.0"
+summary = "Waitress WSGI server"
+groups = ["llm"]
+marker = "platform_system == \"Windows\""
+files = [
+    {file = "waitress-3.0.1-py3-none-any.whl", hash = "sha256:26cdbc593093a15119351690752c99adc13cbc6786d75f7b6341d1234a3730ac"},
+    {file = "waitress-3.0.1.tar.gz", hash = "sha256:ef0c1f020d9f12a515c4ec65c07920a702613afcad1dbfdc3bcec256b6c072b3"},
+]
+
 [[package]]
 name = "wcwidth"
 version = "0.2.13"
@@ -1794,16 +2695,16 @@ files = [
 
 [[package]]
 name = "werkzeug"
-version = "3.0.4"
+version = "3.0.6"
 requires_python = ">=3.8"
 summary = "The comprehensive WSGI web application library."
-groups = ["default", "dev"]
+groups = ["dev", "llm"]
 dependencies = [
     "MarkupSafe>=2.1.1",
 ]
 files = [
-    {file = "werkzeug-3.0.4-py3-none-any.whl", hash = "sha256:02c9eb92b7d6c06f31a782811505d2157837cea66aaede3e217c7c27c039476c"},
-    {file = "werkzeug-3.0.4.tar.gz", hash = "sha256:34f2371506b250df4d4f84bfe7b0921e4762525762bbd936614909fe25cd7306"},
+    {file = "werkzeug-3.0.6-py3-none-any.whl", hash = "sha256:1bc0c2310d2fbb07b1dd1105eba2f7af72f322e1e455f2f93c993bee8c8a5f17"},
+    {file = "werkzeug-3.0.6.tar.gz", hash = "sha256:a8dd59d4de28ca70471a34cba79bed5f7ef2e036a76b3ab0835474246eb41f8d"},
 ]
 
 [[package]]
@@ -1820,15 +2721,46 @@ files = [
     {file = "wmctrl-0.5.tar.gz", hash = "sha256:7839a36b6fe9e2d6fd22304e5dc372dbced2116ba41283ea938b2da57f53e962"},
 ]
 
+[[package]]
+name = "wrapt"
+version = "1.16.0"
+requires_python = ">=3.6"
+summary = "Module for decorators, wrappers and monkey patching."
+groups = ["llm"]
+files = [
+    {file = "wrapt-1.16.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1a5db485fe2de4403f13fafdc231b0dbae5eca4359232d2efc79025527375b09"},
+    {file = "wrapt-1.16.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:75ea7d0ee2a15733684badb16de6794894ed9c55aa5e9903260922f0482e687d"},
+    {file = "wrapt-1.16.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a452f9ca3e3267cd4d0fcf2edd0d035b1934ac2bd7e0e57ac91ad6b95c0c6389"},
+    {file = "wrapt-1.16.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:43aa59eadec7890d9958748db829df269f0368521ba6dc68cc172d5d03ed8060"},
+    {file = "wrapt-1.16.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:72554a23c78a8e7aa02abbd699d129eead8b147a23c56e08d08dfc29cfdddca1"},
+    {file = "wrapt-1.16.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:d2efee35b4b0a347e0d99d28e884dfd82797852d62fcd7ebdeee26f3ceb72cf3"},
+    {file = "wrapt-1.16.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:6dcfcffe73710be01d90cae08c3e548d90932d37b39ef83969ae135d36ef3956"},
+    {file = "wrapt-1.16.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:eb6e651000a19c96f452c85132811d25e9264d836951022d6e81df2fff38337d"},
+    {file = "wrapt-1.16.0-cp311-cp311-win32.whl", hash = "sha256:66027d667efe95cc4fa945af59f92c5a02c6f5bb6012bff9e60542c74c75c362"},
+    {file = "wrapt-1.16.0-cp311-cp311-win_amd64.whl", hash = "sha256:aefbc4cb0a54f91af643660a0a150ce2c090d3652cf4052a5397fb2de549cd89"},
+    {file = "wrapt-1.16.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:5eb404d89131ec9b4f748fa5cfb5346802e5ee8836f57d516576e61f304f3b7b"},
+    {file = "wrapt-1.16.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:9090c9e676d5236a6948330e83cb89969f433b1943a558968f659ead07cb3b36"},
+    {file = "wrapt-1.16.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:94265b00870aa407bd0cbcfd536f17ecde43b94fb8d228560a1e9d3041462d73"},
+    {file = "wrapt-1.16.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f2058f813d4f2b5e3a9eb2eb3faf8f1d99b81c3e51aeda4b168406443e8ba809"},
+    {file = "wrapt-1.16.0-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:98b5e1f498a8ca1858a1cdbffb023bfd954da4e3fa2c0cb5853d40014557248b"},
+    {file = "wrapt-1.16.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:14d7dc606219cdd7405133c713f2c218d4252f2a469003f8c46bb92d5d095d81"},
+    {file = "wrapt-1.16.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:49aac49dc4782cb04f58986e81ea0b4768e4ff197b57324dcbd7699c5dfb40b9"},
+    {file = "wrapt-1.16.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:418abb18146475c310d7a6dc71143d6f7adec5b004ac9ce08dc7a34e2babdc5c"},
+    {file = "wrapt-1.16.0-cp312-cp312-win32.whl", hash = "sha256:685f568fa5e627e93f3b52fda002c7ed2fa1800b50ce51f6ed1d572d8ab3e7fc"},
+    {file = "wrapt-1.16.0-cp312-cp312-win_amd64.whl", hash = "sha256:dcdba5c86e368442528f7060039eda390cc4091bfd1dca41e8046af7c910dda8"},
+    {file = "wrapt-1.16.0-py3-none-any.whl", hash = "sha256:6906c4100a8fcbf2fa735f6059214bb13b97f75b1a61777fcf6432121ef12ef1"},
+    {file = "wrapt-1.16.0.tar.gz", hash = "sha256:5f370f952971e7d17c7d1ead40e49f32345a7f7a5373571ef44d800d06b1899d"},
+]
+
 [[package]]
 name = "xmltodict"
-version = "0.13.0"
-requires_python = ">=3.4"
+version = "0.14.2"
+requires_python = ">=3.6"
 summary = "Makes working with XML feel like you are working with JSON"
 groups = ["dev"]
 files = [
-    {file = "xmltodict-0.13.0-py2.py3-none-any.whl", hash = "sha256:aa89e8fd76320154a40d19a0df04a4695fb9dc5ba977cbb68ab3e4eb225e7852"},
-    {file = "xmltodict-0.13.0.tar.gz", hash = "sha256:341595a488e3e01a85a9d8911d8912fd922ede5fecc4dce437eb4b6c8d037e56"},
+    {file = "xmltodict-0.14.2-py2.py3-none-any.whl", hash = "sha256:20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac"},
+    {file = "xmltodict-0.14.2.tar.gz", hash = "sha256:201e7c28bb210e374999d1dde6382923ab0ed1a8a5faeece48ab525b7810a553"},
 ]
 
 [[package]]
diff --git a/pyproject.toml b/pyproject.toml
index 1d14a0b..6b5cad6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,16 +5,7 @@ authors = [
     {name = "Kiarash Kiani", email = "kiarash@datachef.co"},
 ]
 dependencies = [
-    "rich>=13.7.1",
     "boto3>=1.34.147",
-    "psutil>=6.0.0",
-    "flask>=3.0.3",
-    "pulumi>=3.127.0",
-    "pulumi-aws>=6.47.0",
-    "pulumi-azure-native>=2.51.0",
-    "pulumi-random>=4.16.3",
-    "sparkle @ git+https://github.com/DataChefHQ/sparkle.git@v0.6.1",
-    "damavand @ file:///${PROJECT_ROOT}/",
 ]
 requires-python = ">=3.11.0"
 readme = "README.md"
@@ -23,9 +14,21 @@ dynamic = ["version"]
 
 
 [project.optional-dependencies]
+build = [
+    "pulumi-command>=1.0.1",
+    "pulumi>=3.127.0",
+    "pulumi-aws>=6.47.0",
+    "pulumi-azure-native>=2.51.0",
+    "pulumi-random>=4.16.3",
+    "pulumi-awsx>=2.16.1",
+]
 llm = [
     "sagemaker>=2.232.0",
 ]
+sparkle = [
+    "sparkle @ git+https://github.com/DataChefHQ/sparkle.git@v0.6.1",
+    "pyspark==3.3.2",
+]
 [tool.pdm]
 distribution = false
 path = "src/damavand/__init__.py"
@@ -44,7 +47,6 @@ dev = [
     "pyright>=1.1.374",
     "moto>=5.0.11",
     "pip>=24.2",
-    "pyspark==3.3.2",
 ]
 [tool.commitizen]
 version = "1.0.0"
diff --git a/src/damavand/base/controllers/base_controller.py b/src/damavand/base/controllers/base_controller.py
index 40860d7..0753114 100644
--- a/src/damavand/base/controllers/base_controller.py
+++ b/src/damavand/base/controllers/base_controller.py
@@ -1,7 +1,7 @@
+from dataclasses import dataclass
+import re
 import logging
 from functools import cache
-from pulumi import Resource as PulumiResource
-import pulumi
 
 from damavand import utils
 from damavand.environment import Environment
@@ -36,31 +36,90 @@ def wrapper(self, *args, **kwargs):
     return wrapper
 
 
+@dataclass
+class CostManagement:
+    """Cost management configuration for the application.
+
+    Parameters
+    ----------
+    notification_subscribers : list[str]
+        List of email addresses to notify when the cost exceeds the limit.
+    monthly_limit_in_dollars : int
+        The monthly cost limit in dollars.
+    """
+
+    notification_subscribers: list[str]
+    monthly_limit_in_dollars: int
+
+
 class ApplicationController(object):
     def __init__(
         self,
         name: str,
+        cost: CostManagement,
         tags: dict[str, str] = {},
         **kwargs,
     ) -> None:
         self.name = name
-        self.tags = tags
+        self._userdefined_tags = tags
+        self._cost = cost
         self.extra_args = kwargs
-        self._pulumi_object = None
 
     @property
+    def name(self) -> str:
+        """Return the name of the controller."""
+
+        return self._name
+
+    @name.setter
+    def name(self, value: str) -> None:
+        """Set the name of the controller."""
+
+        pattern = re.compile(r"^[a-z0-9-]+$")
+
+        if not pattern.match(value):
+            raise ValueError(
+                f"Invalid name: `{value}`. Name must be lowercase letters, numbers, and hyphens."
+            )
+
+        self._name = value
+
     @buildtime
     @cache
-    def build_config(self) -> pulumi.Config:
-        return pulumi.Config()
+    def resource(self) -> "PulumiResource":  # type: ignore # noqa
+        """A lazy property that provision the resource if it is not provisioned yet and return the pulumi object."""
+
+        raise NotImplementedError()
 
     @buildtime
     @cache
-    def resource(self) -> PulumiResource:
-        """A lazy property that provision the resource if it is not provisioned yet and return the pulumi object."""
+    def cost_controls(self) -> "PulumiResource":  # type: ignore # noqa
+        """Apply cost controls to the resources."""
 
         raise NotImplementedError()
 
+    @property
+    def userdefined_tags(self) -> dict[str, str]:
+        """Return the user-defined tags."""
+
+        return self._userdefined_tags
+
+    @property
+    @buildtime
+    def default_tags(self) -> dict[str, str]:
+        """Return the default tags for the resources."""
+
+        return {
+            "application": self.name,
+            "tool": "datachef:damavand",
+        }
+
+    @property
+    def all_tags(self) -> dict[str, str]:
+        """Return all tags for the resource."""
+
+        return {**self.default_tags, **self.userdefined_tags}
+
     @property
     def environment(self) -> Environment:
         """Return the environment that controller is being executed in."""
@@ -77,6 +136,7 @@ def is_runtime_execution(self) -> bool:
         return not utils.is_building()
 
     def provision(self) -> None:
-        """Provision the resource in not provisioned yet."""
+        """Provision all the resources and apply cost controls."""
 
         _ = self.resource()
+        _ = self.cost_controls()
diff --git a/src/damavand/base/controllers/llm.py b/src/damavand/base/controllers/llm.py
index 92be889..ac4347a 100644
--- a/src/damavand/base/controllers/llm.py
+++ b/src/damavand/base/controllers/llm.py
@@ -1,9 +1,10 @@
-from functools import cache
+import requests
 import logging
-from typing import Optional
+from functools import cache
+from typing import List, Optional
 
 from damavand.base.controllers import ApplicationController
-from damavand.base.controllers.base_controller import runtime
+from damavand.base.controllers.base_controller import CostManagement, runtime
 from damavand.errors import RuntimeException
 
 
@@ -41,12 +42,17 @@ class LlmController(ApplicationController):
     def __init__(
         self,
         name,
+        cost: CostManagement,
         model: Optional[str] = None,
+        python_version: str = "python3.11",
+        python_runtime_requirements_file: str = "../requirements-run.txt",
         tags: dict[str, str] = {},
         **kwargs,
     ) -> None:
-        ApplicationController.__init__(self, name, tags, **kwargs)
+        ApplicationController.__init__(self, name, cost, tags, **kwargs)
         self._model_name = model
+        self._python_version = python_version
+        self._python_runtime_requirements_file = python_runtime_requirements_file
 
     @property
     def model_id(self) -> str:
@@ -78,20 +84,35 @@ def chat_completions_url(self) -> str:
 
         return f"{self.base_url}/chat/completions"
 
-    @property
     @runtime
-    @cache
-    def client(self) -> "openai.OpenAI":  # type: ignore # noqa
-        """Return an OpenAI client as an standared interface for interacting with deployed LLM APIs."""
+    def create_chat(
+        self,
+        messages: List[dict],
+        parameters: dict = {"max_new_tokens": 400},
+        should_stream: bool = False,
+    ) -> dict:
+        """Create a chat completion."""
+
+        headers = {
+            "Content-Type": "application/json",
+            "x-api-key": self.default_api_key,
+        }
+
+        json_data = {
+            "messages": messages,
+            "parameters": parameters,
+            "stream": should_stream,
+        }
+
+        response = requests.post(
+            self.chat_completions_url,
+            headers=headers,
+            json=json_data,
+        )
 
-        try:
-            import openai  # type: ignore # noqa
-        except ImportError:
+        if response.status_code != 200:
             raise RuntimeException(
-                "Failed to import OpenAI library. Damavand provide this library as an optional dependency. Try to install it using `pip install damavand[openai]` or directly install it using pip or your dependency manager."
+                f"Failed to create chat completion. Response: {response.json()}"
             )
-
-        return openai.OpenAI(
-            api_key=self.default_api_key,
-            base_url=f"{self.base_url}",
-        )
+        else:
+            return response.json()
diff --git a/src/damavand/base/controllers/object_storage.py b/src/damavand/base/controllers/object_storage.py
index db995c6..67d0e88 100644
--- a/src/damavand/base/controllers/object_storage.py
+++ b/src/damavand/base/controllers/object_storage.py
@@ -1,16 +1,18 @@
 from typing import Iterable
 
 from damavand.base.controllers import ApplicationController
+from damavand.base.controllers.base_controller import CostManagement
 
 
 class ObjectStorageController(ApplicationController):
     def __init__(
         self,
         name,
+        cost: CostManagement,
         tags: dict[str, str] = {},
         **kwargs,
     ) -> None:
-        super().__init__(name, tags, **kwargs)
+        super().__init__(name, cost, tags, **kwargs)
 
     def read(self, path: str) -> bytes:
         """Read an object from the storage."""
diff --git a/src/damavand/base/controllers/spark.py b/src/damavand/base/controllers/spark.py
index 84c12ba..dbada63 100644
--- a/src/damavand/base/controllers/spark.py
+++ b/src/damavand/base/controllers/spark.py
@@ -1,7 +1,7 @@
 import logging
 
 from damavand.base.controllers import ApplicationController
-from damavand.base.controllers.base_controller import runtime
+from damavand.base.controllers.base_controller import CostManagement, runtime
 
 from sparkle.application import Sparkle
 
@@ -38,11 +38,12 @@ class SparkController(ApplicationController):
     def __init__(
         self,
         name,
+        cost: CostManagement,
         applications: list[Sparkle],
         tags: dict[str, str] = {},
         **kwargs,
     ) -> None:
-        ApplicationController.__init__(self, name, tags, **kwargs)
+        ApplicationController.__init__(self, name, cost, tags, **kwargs)
         self.applications: list[Sparkle] = applications
 
     def application_with_id(self, app_id: str) -> Sparkle:
diff --git a/src/damavand/cloud/aws/controllers/llm.py b/src/damavand/cloud/aws/controllers/llm.py
index 2dbd12a..99b91f7 100644
--- a/src/damavand/cloud/aws/controllers/llm.py
+++ b/src/damavand/cloud/aws/controllers/llm.py
@@ -4,11 +4,9 @@
 
 import boto3
 from botocore.exceptions import ClientError
-from pulumi import Resource as PulumiResource
 
 from damavand.base.controllers.llm import LlmController
-from damavand.base.controllers.base_controller import runtime, buildtime
-from damavand.cloud.aws.resources import AwsVllmComponent, AwsVllmComponentArgs
+from damavand.base.controllers.base_controller import CostManagement, runtime, buildtime
 from damavand.errors import RuntimeException
 
 
@@ -43,12 +41,24 @@ def __init__(
         self,
         name,
         region: str,
+        cost: CostManagement,
         model: Optional[str] = None,
+        python_version: str = "python3.11",
+        python_runtime_requirements_file: str = "../requirements-run.txt",
         tags: dict[str, str] = {},
         **kwargs,
     ) -> None:
-        super().__init__(name, model, tags, **kwargs)
-        self._parameter_store = boto3.client("ssm")
+        super().__init__(
+            name,
+            cost,
+            model,
+            python_version,
+            python_runtime_requirements_file,
+            tags,
+            **kwargs,
+        )
+        self._parameter_store = boto3.client("ssm", region_name=region)
+        self._secret_manager = boto3.client("secretsmanager", region_name=region)
         self._region = region
 
     @property
@@ -91,24 +101,110 @@ def base_url(self) -> str:
                 f"Failed to retrieve endpoint URL from SSM parameter store: {e}"
             )
 
+    @property
+    def _default_api_key_secret_ssm_name(self) -> str:
+        """Return the SSM parameter name for the default API key stored in Secret Manager."""
+
+        return f"/damavand/{self.name}/api_key/secret/name"
+
+    @property
+    @cache
+    def _default_api_key_secret_name(self) -> str:
+        """Return the secret name for the default API key."""
+
+        try:
+            response = self._parameter_store.get_parameter(
+                Name=self._default_api_key_secret_ssm_name,
+            )
+
+            return response["Parameter"]["Value"]
+        except ClientError as e:
+            raise RuntimeException(
+                f"Failed to retrieve secret name from SSM parameter store: {e}"
+            )
+        except KeyError as e:
+            raise RuntimeException(
+                f"Failed to retrieve secret name from SSM parameter store: {e}"
+            )
+
     @property
     @runtime
     @cache
     def default_api_key(self) -> str:
-        """Return the default API key."""
+        """
+        Retrieve the default API key from the Secrets Manager.
+
+        Returns
+        -------
+        str
+            The default API key.
+
+        Raises
+        ------
+        RuntimeException
+            If the API key cannot be retrieved from AWS.
 
-        return "EMPTY"
+        """
+
+        try:
+            response = self._secret_manager.get_secret_value(
+                SecretId=self._default_api_key_secret_name,
+            )
+
+            return response["SecretString"]
+        except ClientError as e:
+            raise RuntimeException(
+                f"Failed to retrieve API key from Secrets Manager: {e}"
+            )
+        except KeyError as e:
+            raise RuntimeException(
+                f"Failed to retrieve API key from Secrets Manager: {e}"
+            )
+
+    @buildtime
+    @cache
+    def resource(self) -> "PulumiResource":  # type: ignore # noqa
+        """Creates the necessary IaC resources for serving the LLM and hosting the python application."""
+
+        from damavand.cloud.aws.resources.llm_app_component import (
+            AwsLlmAppComponent,
+            AwsServerlessPythonComponentArgs,
+            AwsVllmComponentArgs,
+        )
+
+        return AwsLlmAppComponent(
+            name=self.name,
+            tags=self.all_tags,
+            args=(
+                AwsVllmComponentArgs(
+                    region=self._region,
+                    api_key_ssm_name=self._default_api_key_secret_ssm_name,
+                    endpoint_ssm_parameter_name=self._base_url_ssm_name,
+                ),
+                AwsServerlessPythonComponentArgs(
+                    python_version=self._python_version,
+                    python_requirements_file=self._python_runtime_requirements_file,
+                ),
+            ),
+        )
 
     @buildtime
     @cache
-    def resource(self) -> PulumiResource:
-        """Return the Pulumi IaC AwsVllmComponent object."""
+    def cost_controls(self) -> "PulumiResource":  # type: ignore # noqa
+        """Creates the necessary IaC resources for cost controls."""
+
+        from damavand.cloud.aws.resources.budget_component import (
+            AwsBudgetComponent,
+            AwsBudgetComponentArgs,
+        )
 
-        return AwsVllmComponent(
+        return AwsBudgetComponent(
             name=self.name,
-            args=AwsVllmComponentArgs(
-                region=self._region,
-                api_key_required=True,
-                endpoint_ssm_parameter_name=self._base_url_ssm_name,
+            tags=self.all_tags,
+            args=AwsBudgetComponentArgs(
+                montly_limit_in_dollors=self._cost.monthly_limit_in_dollars,
+                subscriber_emails=self._cost.notification_subscribers,
+                filter_tag_key="application",
+                filter_tag_value=self.name,
             ),
         )
diff --git a/src/damavand/cloud/aws/controllers/object_storage.py b/src/damavand/cloud/aws/controllers/object_storage.py
index 5c355e6..d0cb98d 100644
--- a/src/damavand/cloud/aws/controllers/object_storage.py
+++ b/src/damavand/cloud/aws/controllers/object_storage.py
@@ -9,6 +9,7 @@
 
 from damavand import utils
 from damavand.base.controllers import buildtime, runtime
+from damavand.base.controllers.base_controller import CostManagement
 from damavand.base.controllers.object_storage import ObjectStorageController
 from damavand.errors import (
     RuntimeException,
@@ -24,11 +25,12 @@ class AwsObjectStorageController(ObjectStorageController):
     def __init__(
         self,
         name,
+        cost: CostManagement,
         region: str,
         tags: dict[str, str] = {},
         **kwargs,
     ) -> None:
-        super().__init__(name, tags, **kwargs)
+        super().__init__(name, cost, tags, **kwargs)
         self.__s3_client = boto3.client("s3", region_name=region)
 
     @buildtime
@@ -37,7 +39,7 @@ def resource(self) -> PulumiResource:
         return s3.BucketV2(
             resource_name=f"{self.name}-bucket",
             bucket_prefix=self.name,
-            tags=self.tags,
+            tags=self._userdefined_tags,
             **self.extra_args,
         )
 
diff --git a/src/damavand/cloud/aws/controllers/spark.py b/src/damavand/cloud/aws/controllers/spark.py
index 80cad7a..c53bf0c 100644
--- a/src/damavand/cloud/aws/controllers/spark.py
+++ b/src/damavand/cloud/aws/controllers/spark.py
@@ -6,9 +6,13 @@
 from sparkle.application import Sparkle
 
 from damavand.base.controllers import buildtime
+from damavand.base.controllers.base_controller import CostManagement
 from damavand.base.controllers.spark import SparkController
-from damavand.cloud.aws.resources import GlueComponent, GlueComponentArgs
-from damavand.cloud.aws.resources.glue_component import GlueJobDefinition
+from damavand.cloud.aws.resources.glue_component import (
+    GlueComponent,
+    GlueComponentArgs,
+    GlueJobDefinition,
+)
 from damavand.errors import BuildtimeException
 
 
@@ -20,11 +24,12 @@ def __init__(
         self,
         name,
         applications: list[Sparkle],
+        cost: CostManagement,
         region: str,
         tags: dict[str, str] = {},
         **kwargs,
     ) -> None:
-        super().__init__(name, applications, tags, **kwargs)
+        super().__init__(name, cost, applications, tags, **kwargs)
         self._glue_client = boto3.client("glue", region_name=region)
 
     @buildtime
@@ -44,4 +49,11 @@ def resource(self) -> PulumiResource:
                     for app in self.applications
                 ],
             ),
+            tags=self.all_tags,
         )
+
+    @buildtime
+    @cache
+    def cost_controls(self) -> PulumiResource:  # type: ignore # noqa
+        # FIXME: Implement cost controls
+        pass
diff --git a/src/damavand/cloud/aws/resources/__init__.py b/src/damavand/cloud/aws/resources/__init__.py
index 927579e..e69de29 100644
--- a/src/damavand/cloud/aws/resources/__init__.py
+++ b/src/damavand/cloud/aws/resources/__init__.py
@@ -1,10 +0,0 @@
-from .glue_component import GlueComponent, GlueComponentArgs
-from .vllm_component import AwsVllmComponentArgs, AwsVllmComponent
-
-
-__all__ = [
-    "GlueComponent",
-    "GlueComponentArgs",
-    "AwsVllmComponent",
-    "AwsVllmComponentArgs",
-]
diff --git a/src/damavand/cloud/aws/resources/aws_services.py b/src/damavand/cloud/aws/resources/aws_services.py
new file mode 100644
index 0000000..fc565ae
--- /dev/null
+++ b/src/damavand/cloud/aws/resources/aws_services.py
@@ -0,0 +1,253 @@
+from enum import StrEnum
+from typing import Any
+
+
+class AwsService(StrEnum):
+    """The AWS services that can assume a role."""
+
+    A4B = "a4b.amazonaws.com"
+    ACCESS_ANALYZER = "access-analyzer.amazonaws.com"
+    ACCOUNT = "account.amazonaws.com"
+    ACM_PCA = "acm-pca.amazonaws.com"
+    ACM = "acm.amazonaws.com"
+    AIRFLOW_ENV = "airflow-env.amazonaws.com"
+    AIRFLOW = "airflow.amazonaws.com"
+    ALEXA_APPKIT = "alexa-appkit.amazon.com"
+    ALEXA_CONNECTEDHOME = "alexa-connectedhome.amazon.com"
+    AMAZONMQ = "amazonmq.amazonaws.com"
+    AMPLIFY = "amplify.amazonaws.com"
+    APIGATEWAY = "apigateway.amazonaws.com"
+    APPFLOW = "appflow.amazonaws.com"
+    APPLICATION_AUTOSCALING = "application-autoscaling.amazonaws.com"
+    APPLICATION_INSIGHTS = "application-insights.amazonaws.com"
+    APPSTREAM = "appstream.amazonaws.com"
+    APPSTREAM_APPLICATIOIN_AUTOSCALING = (
+        "appstream.application-autoscaling.amazonaws.com"
+    )
+    APPSYNC = "appsync.amazonaws.com"
+    ATHENA = "athena.amazonaws.com"
+    AUTOMATION = "automation.amazonaws.com"
+    AUTOSCALING = "autoscaling.amazonaws.com"
+    AWS_ARTIFACT_ACCOUNT_SYNC = "aws-artifact-account-sync.amazonaws.com"
+    BACKUP = "backup.amazonaws.com"
+    BATCH = "batch.amazonaws.com"
+    BILLINGCONSOLE = "billingconsole.amazonaws.com"
+    BRAKET = "braket.amazonaws.com"
+    BUDGETS = "budgets.amazonaws.com"
+    CE = "ce.amazonaws.com"
+    CHANNELS = "channels.lex.amazonaws.com"
+    CHATBOT = "chatbot.amazonaws.com"
+    CHIME = "chime.amazonaws.com"
+    CLOUD9 = "cloud9.amazonaws.com"
+    CLOUDDIRECTORY = "clouddirectory.amazonaws.com"
+    CLOUDFORMATION = "cloudformation.amazonaws.com"
+    CLOUDFRONT = "cloudfront.amazonaws.com"
+    CLOUDHSM = "cloudhsm.amazonaws.com"
+    CLOUDSEARCH = "cloudsearch.amazonaws.com"
+    CLOUDTRAIL = "cloudtrail.amazonaws.com"
+    CLOUDWATCH_CROSSACCOUNT = "cloudwatch-crossaccount.amazonaws.com"
+    CODEBUILD = "codebuild.amazonaws.com"
+    CODECOMMIT = "codecommit.amazonaws.com"
+    CODEDEPLOY = "codedeploy.amazonaws.com"
+    CODEGURU_REVIEWER = "codeguru-reviewer.amazonaws.com"
+    CODEPIPELINE = "codepipeline.amazonaws.com"
+    CODESTAR_NOTIFICATIONS = "codestar-notifications.amazonaws.com"
+    CODESTAR = "codestar.amazonaws.com"
+    COGNITO_IDENTITY = "cognito-identity.amazonaws.com"
+    COGNITO_IDP = "cognito-idp.amazonaws.com"
+    COGNITO_SYNC = "cognito-sync.amazonaws.com"
+    COMPREHEND = "comprehend.amazonaws.com"
+    CONFIG_CONFORMS = "config-conforms.amazonaws.com"
+    CONFIG_MULTIACCOUNTSETUP = "config-multiaccountsetup.amazonaws.com"
+    CONFIG = "config.amazonaws.com"
+    CONNECT = "connect.amazonaws.com"
+    CONTINUOUSEXPORT = "continuousexport.discovery.amazonaws.com"
+    COSTALERTS = "costalerts.amazonaws.com"
+    CUSTOM_RESOURCE = "custom-resource.application-autoscaling.amazonaws.com"
+    DATABREW = "databrew.amazonaws.com"
+    DATAPIPELINE = "datapipeline.amazonaws.com"
+    DATASYNC = "datasync.amazonaws.com"
+    DAX = "dax.amazonaws.com"
+    DEEPLENS = "deeplens.amazonaws.com"
+    DELIVERY = "delivery.logs.amazonaws.com"
+    DIODE = "diode.amazonaws.com"
+    DIRECTCONNECT = "directconnect.amazonaws.com"
+    DISCOVERY = "discovery.amazonaws.com"
+    DLM = "dlm.amazonaws.com"
+    DMS = "dms.amazonaws.com"
+    DS = "ds.amazonaws.com"
+    DYNAMODB = "dynamodb.amazonaws.com"
+    DYNAMODB_AUTOSCALING = "dynamodb.application-autoscaling.amazonaws.com"
+    EC = "ec.amazonaws.com"
+    EC2 = "ec2.amazonaws.com"
+    EC2_AUTOSCALING = "ec2.application-autoscaling.amazonaws.com"
+    EC2FLEET = "ec2fleet.amazonaws.com"
+    EC2SCHEDULED = "ec2scheduled.amazonaws.com"
+    ECR = "ecr.amazonaws.com"
+    ECS_TASKS = "ecs-tasks.amazonaws.com"
+    ECS = "ecs.amazonaws.com"
+    ECS_AUTOSCALING = "ecs.application-autoscaling.amazonaws.com"
+    EDGELAMBDA = "edgelambda.amazonaws.com"
+    EKS_FARGATE_PODS = "eks-fargate-pods.amazonaws.com"
+    EKS_FARGATE = "eks-fargate.amazonaws.com"
+    EKS_NODEGROUP = "eks-nodegroup.amazonaws.com"
+    EKS = "eks.amazonaws.com"
+    ELASTICACHE = "elasticache.amazonaws.com"
+    ELASTICBEANSTALK = "elasticbeanstalk.amazonaws.com"
+    ELASTICFILESYSTEM = "elasticfilesystem.amazonaws.com"
+    ELASTICLOADBALANCING = "elasticloadbalancing.amazonaws.com"
+    ELASTICMAPREDUCE = "elasticmapreduce.amazonaws.com"
+    ELASTICTRANSCODER = "elastictranscoder.amazonaws.com"
+    EMAIL = "email.cognito-idp.amazonaws.com"
+    EMR_CONTAINERS = "emr-containers.amazonaws.com"
+    ES = "es.amazonaws.com"
+    EVENTS = "events.amazonaws.com"
+    FIREHOSE = "firehose.amazonaws.com"
+    FMS = "fms.amazonaws.com"
+    FORECAST = "forecast.amazonaws.com"
+    FREERTOS = "freertos.amazonaws.com"
+    FSX = "fsx.amazonaws.com"
+    GALAXY = "galaxy.amazonaws.com"
+    GAMELIFT = "gamelift.amazonaws.com"
+    GLACIER = "glacier.amazonaws.com"
+    GLOBALACCELERATOR = "globalaccelerator.amazonaws.com"
+    GLUE = "glue.amazonaws.com"
+    GREENGRASS = "greengrass.amazonaws.com"
+    GUARDDUTY = "guardduty.amazonaws.com"
+    HEALTH = "health.amazonaws.com"
+    HONEYCODE = "honeycode.amazonaws.com"
+    IAM = "iam.amazonaws.com"
+    IMAGEBUILDER = "imagebuilder.amazonaws.com"
+    IMPORTEXPORT = "importexport.amazonaws.com"
+    INSPECTOR = "inspector.amazonaws.com"
+    IOT = "iot.amazonaws.com"
+    IOTANALYTICS = "iotanalytics.amazonaws.com"
+    IOTEVENTS = "iotevents.amazonaws.com"
+    IOTSITEWISE = "iotsitewise.amazonaws.com"
+    IOTTHINGSGRAPH = "iotthingsgraph.amazonaws.com"
+    IVS = "ivs.amazonaws.com"
+    JELLYFISH = "jellyfish.amazonaws.com"
+    KAFKA = "kafka.amazonaws.com"
+    KINESIS = "kinesis.amazonaws.com"
+    KINESISANALYTICS = "kinesisanalytics.amazonaws.com"
+    KMS = "kms.amazonaws.com"
+    LAKEFORMATION = "lakeformation.amazonaws.com"
+    LAMBDA = "lambda.amazonaws.com"
+    LEX = "lex.amazonaws.com"
+    LICENSE_MANAGER = "license-manager.amazonaws.com"
+    LIGHTSAIL = "lightsail.amazonaws.com"
+    LOGGER = "logger.cloudfront.amazonaws.com"
+    LOGS = "logs.amazonaws.com"
+    MACHINELEARNING = "machinelearning.amazonaws.com"
+    MACIE = "macie.amazonaws.com"
+    MANAGEDBLOCKCHAIN = "managedblockchain.amazonaws.com"
+    MANAGEDSERVICES = "managedservices.amazonaws.com"
+    MEDIACONNECT = "mediaconnect.amazonaws.com"
+    MEDIACONVERT = "mediaconvert.amazonaws.com"
+    MEDIAPACKAGE = "mediapackage.amazonaws.com"
+    MEDIASTORE = "mediastore.amazonaws.com"
+    MEDIATAILOR = "mediatailor.amazonaws.com"
+    MEETINGS = "meetings.chime.amazonaws.com"
+    MEMBER = "member.org.stacksets.cloudformation.amazonaws.com"
+    METERING_MARKETPLACE = "metering-marketplace.amazonaws.com"
+    MGN = "mgn.amazonaws.com"
+    MIGRATIONHUB = "migrationhub.amazonaws.com"
+    MOBILEANALYTICS = "mobileanalytics.amazonaws.com"
+    MOBILEHUB = "mobilehub.amazonaws.com"
+    MONITORING = "monitoring.amazonaws.com"
+    MQ = "mq.amazonaws.com"
+    NETWORK_FIREWALL = "network-firewall.amazonaws.com"
+    OPS = "ops.apigateway.amazonaws.com"
+    OPSWORKS_CM = "opsworks-cm.amazonaws.com"
+    OPSWORKS = "opsworks.amazonaws.com"
+    ORGANIZATIONS = "organizations.amazonaws.com"
+    PERSONALIZE = "personalize.amazonaws.com"
+    PINPOINT = "pinpoint.amazonaws.com"
+    POLLY = "polly.amazonaws.com"
+    PURCHASEORDERS = "purchaseorders.amazonaws.com"
+    QLDB = "qldb.amazonaws.com"
+    QUICKSIGHT = "quicksight.amazonaws.com"
+    RAM = "ram.amazonaws.com"
+    RDS_PREVIEW = "rds-preview.amazonaws.com"
+    RDS = "rds.amazonaws.com"
+    REDSHIFT = "redshift.amazonaws.com"
+    REKOGNITION = "rekognition.amazonaws.com"
+    REPLICATION = "replication.dynamodb.amazonaws.com"
+    REPLICATOR = "replicator.lambda.amazonaws.com"
+    RESOURCE_GROUPS = "resource-groups.amazonaws.com"
+    ROBOMAKER = "robomaker.amazonaws.com"
+    ROUTE53 = "route53.amazonaws.com"
+    ROUTE53DOMAINS = "route53domains.amazonaws.com"
+    ROUTE53RESOLVER = "route53resolver.amazonaws.com"
+    S3 = "s3.amazonaws.com"
+    SAGEMAKER = "sagemaker.amazonaws.com"
+    SECRETSMANAGER = "secretsmanager.amazonaws.com"
+    SECURITYHUB = "securityhub.amazonaws.com"
+    SERVERLESSREPO = "serverlessrepo.amazonaws.com"
+    SERVICECATALOG_APPREGISTRY = "servicecatalog-appregistry.amazonaws.com"
+    SERVICECATALOG = "servicecatalog.amazonaws.com"
+    SERVICEDISCOVERY = "servicediscovery.amazonaws.com"
+    SES = "ses.amazonaws.com"
+    SHIELD = "shield.amazonaws.com"
+    SIGNER = "signer.amazonaws.com"
+    SIGNIN = "signin.amazonaws.com"
+    SMS = "sms.amazonaws.com"
+    SNS = "sns.amazonaws.com"
+    SPOTFLEET = "spotfleet.amazonaws.com"
+    SQS = "sqs.amazonaws.com"
+    SSM_INCIDENTS = "ssm-incidents.amazonaws.com"
+    SSM = "ssm.amazonaws.com"
+    SSO = "sso.amazonaws.com"
+    STATES = "states.amazonaws.com"
+    STORAGEGATEWAY = "storagegateway.amazonaws.com"
+    STREAMS = "streams.metrics.cloudwatch.amazonaws.com"
+    STS = "sts.amazonaws.com"
+    SUPPORT = "support.amazonaws.com"
+    SWF = "swf.amazonaws.com"
+    TAGGING = "tagging.amazonaws.com"
+    TAGPOLICIES = "tagpolicies.tag.amazonaws.com"
+    TEXTRACT = "textract.amazonaws.com"
+    TIMESTREAM = "timestream.amazonaws.com"
+    TRANSCRIBE = "transcribe.amazonaws.com"
+    TRANSFER = "transfer.amazonaws.com"
+    TRANSITGATEWAY = "transitgateway.amazonaws.com"
+    TRANSLATE = "translate.amazonaws.com"
+    TRUSTEDADVISOR = "trustedadvisor.amazonaws.com"
+    TTS = "tts.amazonaws.com"
+    VMIE = "vmie.amazonaws.com"
+    VPC_FLOW_LOGS = "vpc-flow-logs.amazonaws.com"
+    WAF_REGIONAL = "waf-regional.amazonaws.com"
+    WAF = "waf.amazonaws.com"
+    WAM = "wam.amazonaws.com"
+    WORKDOCS = "workdocs.amazonaws.com"
+    WORKLINK = "worklink.amazonaws.com"
+    WORKMAIL = "workmail.amazonaws.com"
+    WORKSPACES = "workspaces.amazonaws.com"
+    XRAY = "xray.amazonaws.com"
+
+    def get_assume_policy(self) -> dict[str, Any]:
+        """Return the assume role policy for the requested service.
+
+        Parameters
+        ----------
+        service : str
+            the service url that can assume the role.
+
+        Returns
+        -------
+        dict[str, Any]
+            the assume role policy.
+        """
+
+        return {
+            "Version": "2012-10-17",
+            "Statement": [
+                {
+                    "Effect": "Allow",
+                    "Principal": {
+                        "Service": self,
+                    },
+                    "Action": "sts:AssumeRole",
+                },
+            ],
+        }
diff --git a/src/damavand/cloud/aws/resources/budget_component.py b/src/damavand/cloud/aws/resources/budget_component.py
new file mode 100644
index 0000000..6427d88
--- /dev/null
+++ b/src/damavand/cloud/aws/resources/budget_component.py
@@ -0,0 +1,239 @@
+from typing import Optional
+from functools import cached_property
+from dataclasses import dataclass
+from enum import StrEnum
+
+import pulumi_aws as aws
+from pulumi import ComponentResource as PulumiComponentResource
+from pulumi import ResourceOptions
+
+
+class BudgetTimeUnit(StrEnum):
+    DAILY = "DAILY"
+    MONTHLY = "MONTHLY"
+    QUARTERLY = "QUARTERLY"
+    YEARLY = "ANNUALLY"
+
+
+class BudgetType(StrEnum):
+    COST = "COST"
+    USAGE = "USAGE"
+
+
+class BudgetComparisonOperator(StrEnum):
+    EQUAL_TO = "EQUAL_TO"
+    GREATER_THAN = "GREATER_THAN"
+    LESS_THAN = "LESS_THAN"
+
+
+class BudgetThresholdType(StrEnum):
+    ABSOLUTE_VALUE = "ABSOLUTE_VALUE"
+    PERCENTAGE = "PERCENTAGE"
+
+
+class BudgetNotificationType(StrEnum):
+    ACTUAL = "ACTUAL"
+    FORECASTED = "FORECASTED"
+
+
+@dataclass
+class AwsBudgetComponentArgs:
+    montly_limit_in_dollors: int
+    subscriber_emails: list[str]
+    filter_tag_key: str
+    filter_tag_value: str
+
+
+class AwsBudgetComponent(PulumiComponentResource):
+    def __init__(
+        self,
+        name: str,
+        tags: dict[str, str],
+        args: AwsBudgetComponentArgs,
+        opts: Optional[ResourceOptions] = None,
+    ) -> None:
+        super().__init__(
+            f"Damavand:{AwsBudgetComponent.__name__}",
+            name=name,
+            props={},
+            opts=opts,
+            remote=False,
+        )
+
+        self.args = args
+        self._tags = tags
+
+        _ = self.daily_budgets
+        _ = self.monthly_budgets
+        _ = self.quarterly_budgets
+        _ = self.yearly_budgets
+
+    @property
+    def tags(self) -> dict[str, str]:
+        """Return the tags for the component."""
+
+        return self._tags
+
+    @property
+    def daily_budget_limit(self) -> int:
+        """Return the daily budget limit in dollars. Consider 30 days in a month."""
+
+        return self.args.montly_limit_in_dollors // 30
+
+    @property
+    def monthly_budget_limit(self) -> int:
+        """Return the monthly budget limit in dollars."""
+
+        return self.args.montly_limit_in_dollors
+
+    @property
+    def quarterly_budget_limit(self) -> int:
+        """Return the quarterly budget limit in dollars."""
+
+        return self.args.montly_limit_in_dollors * 3
+
+    @property
+    def yearly_budget_limit(self) -> int:
+        """Return the yearly budget limit in dollars."""
+
+        return self.args.montly_limit_in_dollors * 12
+
+    @cached_property
+    def daily_budgets(self) -> list[aws.budgets.Budget]:
+        """Return the daily budgets for the component."""
+
+        return [
+            aws.budgets.Budget(
+                f"{self._name}-daily-budget-%{threshold}",
+                opts=ResourceOptions(parent=self),
+                name=f"{self._name}-daily-budget-%{threshold}",
+                limit_amount=str(self.daily_budget_limit),
+                limit_unit="USD",
+                time_unit=BudgetTimeUnit.DAILY,
+                budget_type=BudgetType.COST,
+                notifications=[
+                    {
+                        "comparison_operator": BudgetComparisonOperator.EQUAL_TO,
+                        "threshold": threshold,
+                        "threshold_type": BudgetThresholdType.PERCENTAGE,
+                        "notification_type": BudgetNotificationType.ACTUAL,
+                        "subscriber_email_addresses": self.args.subscriber_emails,
+                    }
+                ],
+                cost_filters=[
+                    {
+                        "name": "TagKeyValue",
+                        "values": [
+                            f"{self.args.filter_tag_key}${self.args.filter_tag_value}"
+                        ],
+                    }
+                ],
+                tags=self.tags,
+            )
+            for threshold in [80, 100]
+        ]
+
+    @cached_property
+    def monthly_budgets(self) -> list[aws.budgets.Budget]:
+        """Return the monthly budgets for the component."""
+
+        return [
+            aws.budgets.Budget(
+                f"{self._name}-monthly-budget-%{threshold}",
+                opts=ResourceOptions(parent=self),
+                name=f"{self._name}-monthly-budget-%{threshold}",
+                limit_amount=str(self.monthly_budget_limit),
+                limit_unit="USD",
+                time_unit=BudgetTimeUnit.MONTHLY,
+                budget_type=BudgetType.COST,
+                notifications=[
+                    {
+                        "comparison_operator": BudgetComparisonOperator.EQUAL_TO,
+                        "threshold": threshold,
+                        "threshold_type": BudgetThresholdType.PERCENTAGE,
+                        "notification_type": BudgetNotificationType.ACTUAL,
+                        "subscriber_email_addresses": self.args.subscriber_emails,
+                    }
+                ],
+                cost_filters=[
+                    {
+                        "name": "TagKeyValue",
+                        "values": [
+                            f"{self.args.filter_tag_key}${self.args.filter_tag_value}"
+                        ],
+                    }
+                ],
+                tags=self.tags,
+            )
+            for threshold in [90, 95, 99, 100]
+        ]
+
+    @cached_property
+    def quarterly_budgets(self) -> list[aws.budgets.Budget]:
+        """Return the quarterly budgets for the component."""
+
+        return [
+            aws.budgets.Budget(
+                f"{self._name}-quarterly-budget-%{threshold}",
+                opts=ResourceOptions(parent=self),
+                name=f"{self._name}-quarterly-budget-%{threshold}",
+                limit_amount=str(self.quarterly_budget_limit),
+                limit_unit="USD",
+                time_unit=BudgetTimeUnit.QUARTERLY,
+                budget_type=BudgetType.COST,
+                notifications=[
+                    {
+                        "comparison_operator": BudgetComparisonOperator.EQUAL_TO,
+                        "threshold": threshold,
+                        "threshold_type": BudgetThresholdType.PERCENTAGE,
+                        "notification_type": BudgetNotificationType.ACTUAL,
+                        "subscriber_email_addresses": self.args.subscriber_emails,
+                    }
+                ],
+                cost_filters=[
+                    {
+                        "name": "TagKeyValue",
+                        "values": [
+                            f"{self.args.filter_tag_key}${self.args.filter_tag_value}"
+                        ],
+                    }
+                ],
+                tags=self.tags,
+            )
+            for threshold in [90, 100]
+        ]
+
+    @cached_property
+    def yearly_budgets(self) -> list[aws.budgets.Budget]:
+        """Return the yearly budgets for the component."""
+
+        return [
+            aws.budgets.Budget(
+                f"{self._name}-yearly-budget-%{threshold}",
+                opts=ResourceOptions(parent=self),
+                name=f"{self._name}-yearly-budget-%{threshold}",
+                limit_amount=str(self.yearly_budget_limit),
+                limit_unit="USD",
+                time_unit=BudgetTimeUnit.YEARLY,
+                budget_type=BudgetType.COST,
+                notifications=[
+                    {
+                        "comparison_operator": BudgetComparisonOperator.EQUAL_TO,
+                        "threshold": threshold,
+                        "threshold_type": BudgetThresholdType.PERCENTAGE,
+                        "notification_type": BudgetNotificationType.ACTUAL,
+                        "subscriber_email_addresses": self.args.subscriber_emails,
+                    }
+                ],
+                cost_filters=[
+                    {
+                        "name": "TagKeyValue",
+                        "values": [
+                            f"{self.args.filter_tag_key}${self.args.filter_tag_value}"
+                        ],
+                    }
+                ],
+                tags=self.tags,
+            )
+            for threshold in [90, 100]
+        ]
diff --git a/src/damavand/cloud/aws/resources/glue_component.py b/src/damavand/cloud/aws/resources/glue_component.py
index fdf1847..95abf0e 100644
--- a/src/damavand/cloud/aws/resources/glue_component.py
+++ b/src/damavand/cloud/aws/resources/glue_component.py
@@ -147,6 +147,7 @@ class GlueComponent(PulumiComponentResource):
     def __init__(
         self,
         name: str,
+        tags: dict[str, str],
         args: GlueComponentArgs,
         opts: Optional[ResourceOptions] = None,
     ) -> None:
diff --git a/src/damavand/cloud/aws/resources/llm_app_component.py b/src/damavand/cloud/aws/resources/llm_app_component.py
new file mode 100644
index 0000000..0d89b01
--- /dev/null
+++ b/src/damavand/cloud/aws/resources/llm_app_component.py
@@ -0,0 +1,76 @@
+from functools import cached_property
+
+from .vllm_component import AwsVllmComponent, AwsVllmComponentArgs
+from .serverless_python_component import (
+    AwsServerlessPythonComponent,
+    AwsServerlessPythonComponentArgs,
+)
+
+from typing import Optional
+from pulumi import ComponentResource as PulumiComponentResource
+from pulumi import ResourceOptions
+
+
+class AwsLlmAppComponent(PulumiComponentResource):
+    """
+    Creates necessary resources for an end-to-end LLM application. This includes a vLLM instance and a serverless Python application on AWS Lambda.
+
+    Attributes:
+        name: The unique name of the component.
+        args: The arguments to configure the component.
+        opts: Additional options to configure the component.
+
+    """
+
+    def __init__(
+        self,
+        name: str,
+        tags: dict[str, str],
+        args: tuple[AwsVllmComponentArgs, AwsServerlessPythonComponentArgs],
+        opts: Optional[ResourceOptions] = None,
+    ) -> None:
+        super().__init__(
+            f"Damavand:{AwsLlmAppComponent.__name__}",
+            name=name,
+            props={},
+            opts=opts,
+            remote=False,
+        )
+
+        self.__vllm_args = args[0]
+        self.__serverless_python_args = args[1]
+        self._tags = tags
+
+        _ = self.vllm
+        _ = self.python_applet
+
+    @cached_property
+    def vllm(self) -> AwsVllmComponent:
+        """
+        Creates necessary resources for serving a vLLM instance.
+
+        Returns:
+            AwsVllmComponent: The vLLM component.
+        """
+
+        return AwsVllmComponent(
+            name=f"{self._name}-vllm",
+            tags=self._tags,
+            args=self.__vllm_args,
+            opts=ResourceOptions(parent=self),
+        )
+
+    @cached_property
+    def python_applet(self) -> AwsServerlessPythonComponent:
+        """Creates necessary resources for serverless serving a Python application.
+
+        Returns:
+            AwsServerlessPythonComponent: The serverless Python component.
+        """
+
+        return AwsServerlessPythonComponent(
+            name=f"{self._name}-python-applet",
+            tags=self._tags,
+            args=self.__serverless_python_args,
+            opts=ResourceOptions(parent=self),
+        )
diff --git a/src/damavand/cloud/aws/resources/serverless_python_component.py b/src/damavand/cloud/aws/resources/serverless_python_component.py
new file mode 100644
index 0000000..f0a4ebc
--- /dev/null
+++ b/src/damavand/cloud/aws/resources/serverless_python_component.py
@@ -0,0 +1,256 @@
+import json
+import os
+import logging
+from typing import Optional
+from functools import cached_property
+from dataclasses import dataclass, field
+
+import pulumi_aws as aws
+import pulumi_command as command
+from pulumi import FileArchive, FileAsset
+from pulumi import ResourceOptions
+from pulumi import ComponentResource as PulumiComponentResource
+
+from damavand.cloud.aws.resources.aws_services import AwsService
+
+
+logger = logging.getLogger(__name__)
+
+
+# TODO: use google style docsting format
+@dataclass
+class AwsServerlessPythonComponentArgs:
+    """
+    Arguments for the AwsServerlessPythonComponent component.
+
+    This component is using lambda function layer for python dependencies. The python dependencies are stored in an S3 bucket. The python dependencies are stored in a zip file. You can directly zip the site-packages directory of your virtual environment.
+    ...
+
+    Attributes
+    ----------
+    permissions: list[aws.iam.ManagedPolicy]
+        the managed policies for the Lambda function.
+    python_requirements_file: str
+        the path to the requirements.txt file for the runtime environment.
+    python_version: str | aws.lambda_.Runtime
+        the python version for the Lambda function.
+    handler: str
+        the handler for the Lambda function. Default is `app.event_handler`.
+    handler_root_directory: str
+        the root directory of the handler to be uploaded to the Lambda function. Default is the `src` directory in the current working directory.
+    """
+
+    permissions: list[aws.iam.ManagedPolicy] = field(default_factory=list)
+    python_requirements_file: str = "requirements-run.txt"
+    python_version: str | aws.lambda_.Runtime = aws.lambda_.Runtime.PYTHON3D12
+    handler: str = "app.event_handler"
+    handler_root_directory: str = os.path.join(os.getcwd())
+    # FIXME: this needs to be integrated when we have working DLZ that provides VPC
+    subnet_ids: Optional[list[str]] = None
+    security_group_ids: Optional[list[str]] = None
+
+
+class AwsServerlessPythonComponent(PulumiComponentResource):
+    """
+    The AwsServerlessPythonComponent class is a Pulumi component that deploys python applications into an AWS Lambda Function.
+
+    ...
+
+    Attributes
+    ----------
+    name: str
+        the name of the component.
+    args: AwsServerlessPythonComponentArgs
+        the arguments of the component.
+    opts: Optional[ResourceOptions]
+        the resource options.
+
+    Methods
+    -------
+    """
+
+    def __init__(
+        self,
+        name: str,
+        tags: dict[str, str],
+        args: AwsServerlessPythonComponentArgs,
+        opts: Optional[ResourceOptions] = None,
+    ) -> None:
+        super().__init__(
+            f"Damavand:{AwsServerlessPythonComponent.__name__}",
+            name=name,
+            props={},
+            opts=opts,
+            remote=False,
+        )
+
+        self.args = args
+        self._tags = tags
+
+        _ = self.runtime_env_builder
+        _ = self.lambda_function
+
+    @property
+    def permissions(self) -> list[aws.iam.ManagedPolicy]:
+        """
+        Return the managed policies for the Lambda function.
+
+        Returns
+        -------
+        list[aws.iam.ManagedPolicy]
+            the managed policies for the Lambda function.
+        """
+
+        return [
+            aws.iam.ManagedPolicy.AWS_LAMBDA_BASIC_EXECUTION_ROLE,
+            aws.iam.ManagedPolicy.AWS_LAMBDA_VPC_ACCESS_EXECUTION_ROLE,
+            aws.iam.ManagedPolicy.SECRETS_MANAGER_READ_WRITE,
+            aws.iam.ManagedPolicy.AMAZON_SSM_READ_ONLY_ACCESS,
+            *self.args.permissions,
+        ]
+
+    @cached_property
+    def role(self) -> aws.iam.Role:
+        """
+        Return the IAM role for the Lambda function.
+
+        Returns
+        -------
+        aws.iam.Role
+            the IAM role for the Lambda function.
+        """
+
+        return aws.iam.Role(
+            resource_name=f"{self._name}-role",
+            opts=ResourceOptions(parent=self),
+            name=f"{self._name}-ExecutionRole",
+            managed_policy_arns=self.permissions,
+            assume_role_policy=json.dumps(AwsService.LAMBDA.get_assume_policy()),
+            tags=self._tags,
+        )
+
+    @cached_property
+    def vpc_config(self) -> aws.lambda_.FunctionVpcConfigArgs | None:
+        """
+        Return the VPC configuration for the Lambda function.
+
+        Returns
+        -------
+        aws.lambda.FunctionVpcConfigArgs
+            the VPC configuration for the Lambda function.
+        """
+
+        if not self.args.subnet_ids:
+            logger.warning(
+                "No subnet IDs provided for the Lambda function. Skipping VPC configuration."
+            )
+            return None
+
+        if not self.args.security_group_ids:
+            logger.warning(
+                "No security group IDs provided for the Lambda function. Skipping VPC configuration."
+            )
+            return None
+
+        return aws.lambda_.FunctionVpcConfigArgs(
+            subnet_ids=self.args.subnet_ids,
+            security_group_ids=self.args.security_group_ids,
+        )
+
+    @cached_property
+    def lambda_function(self) -> aws.lambda_.Function:
+        """
+        Return the Lambda function.
+
+        Returns
+        -------
+        aws.lambda.Function
+            the Lambda function.
+        """
+
+        return aws.lambda_.Function(
+            resource_name=f"{self._name}-function",
+            opts=ResourceOptions(parent=self),
+            role=self.role.arn,
+            handler=self.args.handler,
+            runtime=self.args.python_version,
+            code=FileArchive(self.args.handler_root_directory),
+            layers=[self.python_dependencies_lambda_layer.arn],
+            timeout=300,
+            memory_size=128,
+            vpc_config=self.vpc_config,
+            tags=self._tags,
+        )
+
+    @cached_property
+    def runtime_env_directory(self) -> str:
+        """
+        Create a temporary directory to cache and package the python dependencies.
+
+        Returns
+        -------
+        str
+            the path of the python dependencies.
+        """
+
+        path = os.path.join("/tmp", "damavand-artifacts", "deps", "python")
+        os.makedirs(path, exist_ok=True)
+        return path
+
+    @cached_property
+    def runtime_env_builder(self) -> command.local.Command:
+        """
+        Build the runtime environment for the Lambda function.
+
+        Returns
+        -------
+        command.local.Command
+            the command to build the runtime environment.
+        """
+
+        return command.local.Command(
+            resource_name=f"{self._name}-runtime-env-builder",
+            opts=ResourceOptions(parent=self),
+            create=";".join(
+                [
+                    f"rm -rf {self.runtime_env_directory}",
+                    f"pip install -r {self.args.python_requirements_file} --target {self.runtime_env_directory}",
+                ]
+            ),
+            asset_paths=[self.runtime_env_directory],
+            triggers=[
+                FileArchive("/tmp/damavand-artifacts"),
+                FileAsset(self.args.python_requirements_file),
+            ],
+        )
+
+    @cached_property
+    def runtime_env_artifacts(self) -> FileArchive:
+        """
+        Package the cached python dependencies into a zip file.
+
+        Returns
+        -------
+        FileArchive
+            the FileArchive of the runtime environment.
+        """
+
+        return FileArchive(os.path.dirname(self.runtime_env_directory))
+
+    @cached_property
+    def python_dependencies_lambda_layer(self) -> aws.lambda_.LayerVersion:
+        """
+        Return the Lambda layer with installed python dependencies files.
+
+        Returns
+        -------
+        aws.lambda.LayerVersion
+            the Lambda layer for python dependencies.
+        """
+
+        return aws.lambda_.LayerVersion(
+            resource_name=f"{self._name}-site-packages-layer",
+            opts=ResourceOptions(parent=self, depends_on=[self.runtime_env_builder]),
+            layer_name=f"{self._name}-site-packages-layer",
+            code=self.runtime_env_artifacts,
+        )
diff --git a/src/damavand/cloud/aws/resources/vllm_component.py b/src/damavand/cloud/aws/resources/vllm_component.py
index 05feeb2..342bfdd 100644
--- a/src/damavand/cloud/aws/resources/vllm_component.py
+++ b/src/damavand/cloud/aws/resources/vllm_component.py
@@ -31,6 +31,8 @@ class AwsVllmComponentArgs:
         type of instance to deploy the model.
     api_key_required : bool
         whether an API key is required for interacting with the API.
+    api_key_secret_name : Optional[str]
+        the name of the Secret Manager secret to store the API key.
     api_env_name : str
         the name of the API environment.
     endpoint_ssm_parameter_name : str
@@ -44,6 +46,7 @@ class AwsVllmComponentArgs:
     instance_type: str = "ml.g4dn.xlarge"
     api_key_required: bool = True
     api_env_name: str = "prod"
+    api_key_ssm_name: Optional[str] = None
     endpoint_ssm_parameter_name: str = "/Vllm/endpoint/url"
 
 
@@ -129,6 +132,7 @@ class AwsVllmComponent(PulumiComponentResource):
     def __init__(
         self,
         name: str,
+        tags: dict[str, str],
         args: AwsVllmComponentArgs,
         opts: Optional[ResourceOptions] = None,
     ) -> None:
@@ -141,6 +145,7 @@ def __init__(
         )
 
         self.args = args
+        self._tags = tags
 
         _ = self.model
         _ = self.endpoint_config
@@ -161,12 +166,14 @@ def __init__(
             _ = self.api_key_usage_plan
             _ = self.api_key_secret
             _ = self.api_key_secret_version
+            _ = self.api_key_secret_ssm
 
         _ = self.api_method
         _ = self.api_integration
         _ = self.api_integration_response
         _ = self.api_method_response
         _ = self.api_deployment
+        _ = self.endpoint_ssm_parameter
 
     def get_service_assume_policy(self, service: str) -> dict[str, Any]:
         """Return the assume role policy for the requested service.
@@ -218,6 +225,7 @@ def sagemaker_execution_role(self) -> aws.iam.Role:
                 self.get_service_assume_policy("sagemaker.amazonaws.com")
             ),
             managed_policy_arns=self.sagemaker_access_policies,
+            tags=self._tags,
         )
 
     @property
@@ -257,6 +265,7 @@ def model(self) -> aws.sagemaker.Model:
                 environment=self.model_image_configs,
             ),
             execution_role_arn=self.sagemaker_execution_role.arn,
+            tags=self._tags,
         )
 
     @property
@@ -275,6 +284,7 @@ def endpoint_config(self) -> aws.sagemaker.EndpointConfiguration:
                     model_name=self.model.name,
                 ),
             ],
+            tags=self._tags,
         )
 
     @property
@@ -286,6 +296,7 @@ def endpoint(self) -> aws.sagemaker.Endpoint:
             resource_name=f"{self._name}-endpoint",
             opts=ResourceOptions(parent=self),
             endpoint_config_name=self.endpoint_config.name,
+            tags=self._tags,
         )
 
     @property
@@ -301,6 +312,7 @@ def api(self) -> aws.apigateway.RestApi:
             endpoint_configuration=aws.apigateway.RestApiEndpointConfigurationArgs(
                 types="REGIONAL",
             ),
+            tags=self._tags,
         )
 
     @property
@@ -354,7 +366,6 @@ def api_resource_completions(self) -> aws.apigateway.Resource:
             path_part="completions",
         )
 
-
     @property
     @cache
     def api_method(self) -> aws.apigateway.Method:
@@ -385,11 +396,14 @@ def admin_api_key(self) -> aws.apigateway.ApiKey:
             When api_key_required is False.
         """
         if not self.args.api_key_required:
-            raise AttributeError("`admin_api_key` is only available when api_key_required is False")
+            raise AttributeError(
+                "`admin_api_key` is only available when api_key_required is False"
+            )
 
         return aws.apigateway.ApiKey(
             resource_name=f"{self._name}-api-key",
             opts=ResourceOptions(parent=self),
+            tags=self._tags,
         )
 
     @property
@@ -405,11 +419,43 @@ def api_key_secret(self) -> aws.secretsmanager.Secret:
             When api_key_required is False.
         """
         if not self.args.api_key_required:
-            raise AttributeError("`admin_api_secret` is only available when api_key_required is False")
+            raise AttributeError(
+                "`api_key_secret` is only available when api_key_required is False"
+            )
 
         return aws.secretsmanager.Secret(
             resource_name=f"{self._name}-api-key-secret",
             opts=ResourceOptions(parent=self),
+            name_prefix=f"{self._name}/api-key/default",
+            tags=self._tags,
+        )
+
+    @property
+    @cache
+    def api_key_secret_ssm(self) -> aws.ssm.Parameter:
+        """
+        Return the SSM parameter for the API key secret
+
+        Secret Manager secrets have a time to live before they are deleted. As a result, a new secret name is required if the secret needs to be recreated. The parameter store provides a unique reference to the secret.
+
+
+        Raises
+        ------
+        AttributeError
+            When api_key_required is False.
+        """
+        if not self.args.api_key_required:
+            raise AttributeError(
+                "`api_key_secret_ssm` is only available when api_key_required is False"
+            )
+
+        return aws.ssm.Parameter(
+            resource_name=f"{self._name}-api-key-secret-ssm",
+            opts=ResourceOptions(parent=self),
+            name=self.args.api_key_ssm_name,
+            type=aws.ssm.ParameterType.STRING,
+            value=self.api_key_secret.name,
+            tags=self._tags,
         )
 
     @property
@@ -424,16 +470,17 @@ def api_key_secret_version(self) -> aws.secretsmanager.SecretVersion:
             When api_key_required is False.
         """
         if not self.args.api_key_required:
-            raise AttributeError("`api_key_secret_version` is only available when api_key_required is False")
+            raise AttributeError(
+                "`api_key_secret_version` is only available when api_key_required is False"
+            )
 
         return aws.secretsmanager.SecretVersion(
             resource_name=f"{self._name}-api-key-secret-version",
             opts=ResourceOptions(parent=self, depends_on=[self.api_key_secret]),
             secret_id=self.api_key_secret.id,
-            secret_string=self.admin_api_key.id,
+            secret_string=self.admin_api_key.value,
         )
 
-
     @property
     @cache
     def default_usage_plan(self) -> aws.apigateway.UsagePlan:
@@ -446,11 +493,13 @@ def default_usage_plan(self) -> aws.apigateway.UsagePlan:
             When api_key_required is False.
         """
         if not self.args.api_key_required:
-            raise AttributeError("`default_usage_plan` is only available when api_key_required is False")
+            raise AttributeError(
+                "`default_usage_plan` is only available when api_key_required is False"
+            )
 
         return aws.apigateway.UsagePlan(
             resource_name=f"{self._name}-default-api-usage-plan",
-            opts=ResourceOptions(parent=self),
+            opts=ResourceOptions(parent=self, depends_on=[self.api_deployment]),
             api_stages=[
                 aws.apigateway.UsagePlanApiStageArgs(
                     api_id=self.api.id,
@@ -458,6 +507,7 @@ def default_usage_plan(self) -> aws.apigateway.UsagePlan:
                     stage=self.args.api_env_name,
                 )
             ],
+            tags=self._tags,
         )
 
     @property
@@ -473,11 +523,13 @@ def tier_1_usage_plan(self) -> aws.apigateway.UsagePlan:
             When api_key_required is False.
         """
         if not self.args.api_key_required:
-            raise AttributeError("`default_usage_plan` is only available when api_key_required is False")
+            raise AttributeError(
+                "`default_usage_plan` is only available when api_key_required is False"
+            )
 
         return aws.apigateway.UsagePlan(
             resource_name=f"{self._name}-tier-1-api-usage-plan",
-            opts=ResourceOptions(parent=self),
+            opts=ResourceOptions(parent=self, depends_on=[self.api_deployment]),
             api_stages=[
                 aws.apigateway.UsagePlanApiStageArgs(
                     api_id=self.api.id,
@@ -486,7 +538,8 @@ def tier_1_usage_plan(self) -> aws.apigateway.UsagePlan:
             ],
             throttle_settings=aws.apigateway.UsagePlanThrottleSettingsArgs(
                 rate_limit=500
-            )
+            ),
+            tags=self._tags,
         )
 
     @property
@@ -502,11 +555,13 @@ def tier_2_usage_plan(self) -> aws.apigateway.UsagePlan:
             When api_key_required is False.
         """
         if not self.args.api_key_required:
-            raise AttributeError("`default_usage_plan` is only available when api_key_required is False")
+            raise AttributeError(
+                "`default_usage_plan` is only available when api_key_required is False"
+            )
 
         return aws.apigateway.UsagePlan(
             resource_name=f"{self._name}-tier-2-api-usage-plan",
-            opts=ResourceOptions(parent=self),
+            opts=ResourceOptions(parent=self, depends_on=[self.api_deployment]),
             api_stages=[
                 aws.apigateway.UsagePlanApiStageArgs(
                     api_id=self.api.id,
@@ -515,7 +570,8 @@ def tier_2_usage_plan(self) -> aws.apigateway.UsagePlan:
             ],
             throttle_settings=aws.apigateway.UsagePlanThrottleSettingsArgs(
                 rate_limit=5000
-            )
+            ),
+            tags=self._tags,
         )
 
     @property
@@ -531,11 +587,13 @@ def tier_3_usage_plan(self) -> aws.apigateway.UsagePlan:
             When api_key_required is False.
         """
         if not self.args.api_key_required:
-            raise AttributeError("`default_usage_plan` is only available when api_key_required is False")
+            raise AttributeError(
+                "`default_usage_plan` is only available when api_key_required is False"
+            )
 
         return aws.apigateway.UsagePlan(
-            resource_name=f"{self._name}-tier-2-api-usage-plan",
-            opts=ResourceOptions(parent=self),
+            resource_name=f"{self._name}-tier-3-api-usage-plan",
+            opts=ResourceOptions(parent=self, depends_on=[self.api_deployment]),
             api_stages=[
                 aws.apigateway.UsagePlanApiStageArgs(
                     api_id=self.api.id,
@@ -544,7 +602,8 @@ def tier_3_usage_plan(self) -> aws.apigateway.UsagePlan:
             ],
             throttle_settings=aws.apigateway.UsagePlanThrottleSettingsArgs(
                 rate_limit=10000
-            )
+            ),
+            tags=self._tags,
         )
 
     @property
@@ -559,7 +618,9 @@ def api_key_usage_plan(self) -> aws.apigateway.UsagePlanKey:
             When api_key_required is False.
         """
         if not self.args.api_key_required:
-            raise AttributeError("`api_key_usage_plan` is only available when api_key_required is False")
+            raise AttributeError(
+                "`api_key_usage_plan` is only available when api_key_required is False"
+            )
 
         return aws.apigateway.UsagePlanKey(
             resource_name=f"{self._name}-api-usage-plan-key",
@@ -603,6 +664,7 @@ def api_access_sagemaker_role(self) -> aws.iam.Role:
                 self.get_service_assume_policy("apigateway.amazonaws.com")
             ),
             managed_policy_arns=self.apigateway_access_policies,
+            tags=self._tags,
         )
 
     @property
@@ -703,11 +765,8 @@ def endpoint_ssm_parameter(self) -> aws.ssm.Parameter:
         return aws.ssm.Parameter(
             resource_name=f"{self._name}-endpoint-ssm-parameter",
             opts=ResourceOptions(parent=self),
-            name=(
-                self.args.api_key_required
-                if self.args.api_key_required
-                else self.endpoint.endpoint_config_name
-            ),
+            name=self.args.endpoint_ssm_parameter_name,
             type=aws.ssm.ParameterType.STRING,
             value=self.endpoint_base_url,
+            tags=self._tags,
         )
diff --git a/src/damavand/cloud/azure/controllers/spark.py b/src/damavand/cloud/azure/controllers/spark.py
index 85d2ee8..77a2ae7 100644
--- a/src/damavand/cloud/azure/controllers/spark.py
+++ b/src/damavand/cloud/azure/controllers/spark.py
@@ -7,6 +7,7 @@
 from sparkle.application import Sparkle
 
 from damavand.base.controllers import buildtime
+from damavand.base.controllers.base_controller import CostManagement
 from damavand.base.controllers.spark import SparkController
 from damavand.cloud.azure.resources import SynapseComponent, SynapseComponentArgs
 from damavand.cloud.azure.resources.synapse_component import SynapseJobDefinition
@@ -19,22 +20,25 @@ class AzureSparkController(SparkController):
     def __init__(
         self,
         name,
+        cost: CostManagement,
         applications: list[Sparkle],
         region: str,
         tags: dict[str, str] = {},
         **kwargs,
     ) -> None:
-        super().__init__(name, applications, tags, **kwargs)
+        super().__init__(name, cost, applications, tags, **kwargs)
         self.applications = applications
 
     @buildtime
     def admin_username(self) -> str:
-        return self.build_config.require("admin_username")
+        # FIXME: this has to be fixed
+        return "admin"
 
     @buildtime
     @cache
     def admin_password(self) -> pulumi.Output[str] | str:
-        return self.build_config.require_secret("admin_password")
+        # FIXME: this has to be fixed
+        return "sample_password"
 
     @buildtime
     @cache
diff --git a/tests/clouds/aws/controllers/test_aws_spark.py b/tests/clouds/aws/controllers/test_aws_spark.py
index 79912de..dc0e483 100644
--- a/tests/clouds/aws/controllers/test_aws_spark.py
+++ b/tests/clouds/aws/controllers/test_aws_spark.py
@@ -5,6 +5,7 @@
 from sparkle.application import Sparkle
 from sparkle.config import Config
 
+from damavand.base.controllers.base_controller import CostManagement
 from damavand.cloud.aws.controllers.spark import AwsSparkController, GlueComponent
 from damavand.errors import BuildtimeException
 
@@ -15,6 +16,10 @@ def controller():
         "test-spark",
         applications=[],
         region="us-east-1",
+        cost=CostManagement(
+            notification_subscribers=[],
+            monthly_limit_in_dollars=100,
+        ),
     )
 
     return ctr
diff --git a/tests/clouds/aws/resources/test_glue_component.py b/tests/clouds/aws/resources/test_glue_component.py
index 4257d30..8b21ef0 100644
--- a/tests/clouds/aws/resources/test_glue_component.py
+++ b/tests/clouds/aws/resources/test_glue_component.py
@@ -22,11 +22,12 @@ def call(self, args: MockCallArgs) -> Tuple[dict, Optional[List[Tuple[str, str]]
     preview=False,  # Sets the flag `dry_run`, which is true at runtime during a preview.
 )
 
-from damavand.cloud.aws.resources import GlueComponent, GlueComponentArgs  # noqa: E402
 from damavand.cloud.aws.resources.glue_component import (  # noqa: E402
     GlueJobDefinition,
     ConnectorConfig,
     GlueJobType,
+    GlueComponent,
+    GlueComponentArgs,
 )
 
 
@@ -46,6 +47,7 @@ def glue_component():
                 ),
             ]
         ),
+        tags={"env": "test"},
     )
 
 
@@ -129,6 +131,7 @@ def glue_component_with_streaming_job():
                 ),
             ]
         ),
+        tags={"env": "test"},
     )
 
 
@@ -160,6 +163,7 @@ def glue_component_with_connector():
                 connection_properties={"BootstrapServers": "localhost:9092"},
             ),
         ),
+        tags={"env": "test"},
     )
 
 
diff --git a/tests/clouds/aws/resources/test_vllm_component.py b/tests/clouds/aws/resources/test_vllm_component.py
index a65bedb..12abacf 100644
--- a/tests/clouds/aws/resources/test_vllm_component.py
+++ b/tests/clouds/aws/resources/test_vllm_component.py
@@ -21,7 +21,7 @@ def call(self, args: MockCallArgs) -> Tuple[dict, Optional[List[Tuple[str, str]]
     preview=False,  # Sets the flag `dry_run`, which is true at runtime during a preview.
 )
 
-from damavand.cloud.aws.resources import (  # noqa: E402
+from damavand.cloud.aws.resources.vllm_component import (  # noqa: E402
     AwsVllmComponent,
     AwsVllmComponentArgs,
 )
@@ -31,6 +31,7 @@ def test_require_api_key():
     vllm = AwsVllmComponent(
         name="test",
         args=AwsVllmComponentArgs(),
+        tags={"env": "test"},
     )
 
     assert isinstance(vllm.api, aws.apigateway.RestApi)
@@ -54,6 +55,7 @@ def test_public_internet_access():
         args=AwsVllmComponentArgs(
             api_key_required=False,
         ),
+        tags={"env": "test"},
     )
 
     assert isinstance(vllm.api, aws.apigateway.RestApi)
@@ -80,6 +82,7 @@ def test_model_image_version():
             model_image_version="0.29.0",
             api_key_required=True,
         ),
+        tags={"env": "test"},
     )
 
     assert "djl-inference:0.29.0" in vllm.model_image_ecr_path
@@ -92,6 +95,7 @@ def test_model_image_config():
             model_name="microsoft/Phi-3-mini-4k-instruct",
             api_key_required=True,
         ),
+        tags={"env": "test"},
     )
 
     assert vllm.model_image_configs["HF_MODEL_ID"] == "microsoft/Phi-3-mini-4k-instruct"