diff --git a/.projen/deps.json b/.projen/deps.json
index f5e03ded..9d6e379a 100644
--- a/.projen/deps.json
+++ b/.projen/deps.json
@@ -6,7 +6,7 @@
     },
     {
       "name": "@aws-cdk/integ-tests-alpha",
-      "version": "2.216.0-alpha.0",
+      "version": "2.219.0-alpha.0",
       "type": "build"
     },
     {
@@ -138,7 +138,7 @@
     },
     {
       "name": "@aws-cdk/aws-lambda-python-alpha",
-      "version": "2.216.0-alpha.0",
+      "version": "2.219.0-alpha.0",
       "type": "bundled"
     },
     {
@@ -147,7 +147,7 @@
     },
     {
       "name": "aws-cdk-lib",
-      "version": "^2.216.0",
+      "version": "^2.219.0",
       "type": "peer"
     },
     {
diff --git a/.projenrc.ts b/.projenrc.ts
index b19c77ff..a93440af 100644
--- a/.projenrc.ts
+++ b/.projenrc.ts
@@ -29,7 +29,7 @@ import {
 const GITHUB_USER = 'awslabs';
 const PUBLICATION_NAMESPACE = 'cdklabs';
 const PROJECT_NAME = 'generative-ai-cdk-constructs';
-const CDK_VERSION: string = '2.216.0';
+const CDK_VERSION: string = '2.219.0';
 
 function camelCaseIt(input: string): string {
   // Hypens and dashes to spaces and then CamelCase...
diff --git a/CHANGELOG.md b/CHANGELOG.md
index f8b814ba..fbd6937f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,6 @@
-# CDK Generative AI Constructs v0.1.310 (2025-09-25)
+# CDK Generative AI Constructs v0.1.310 (2025-10-10)
 
-Based on CDK library version 2.216.0
+Based on CDK library version 2.219.0
 
 # CDK Generative AI Constructs V0.1.306 (2025-04-25)
 
diff --git a/DEVELOPER_GUIDE.md b/DEVELOPER_GUIDE.md
index 05709475..dbc250be 100644
--- a/DEVELOPER_GUIDE.md
+++ b/DEVELOPER_GUIDE.md
@@ -16,7 +16,7 @@ Default output format [None]: json
 ```
 
 - [Node](https://nodejs.org/en) >= v20.9.0
-- [AWS CDK](https://github.com/aws/aws-cdk/releases/tag/v2.216.0) >= 2.216.0
+- [AWS CDK](https://github.com/aws/aws-cdk/releases/tag/v2.219.0) >= 2.219.0
 - [Python](https://www.python.org/downloads/) >=3.9
 - [Projen](https://github.com/projen/projen) >= 0.91.5
 - [Yarn](https://classic.yarnpkg.com/lang/en/docs/cli/install/) >= 1.22.19
diff --git a/lambda/opensearch-serverless-custom-resources/custom_resources/opensearch_index.py b/lambda/opensearch-serverless-custom-resources/custom_resources/opensearch_index.py
index f06a9a4c..a3817b71 100644
--- a/lambda/opensearch-serverless-custom-resources/custom_resources/opensearch_index.py
+++ b/lambda/opensearch-serverless-custom-resources/custom_resources/opensearch_index.py
@@ -193,7 +193,7 @@ def create_index(
     logger.debug(f"setting: {setting}")
     logger.debug(f"mapping: {mapping}")
     client.indices.create(
-        index_name,
+        index=index_name,
         body={
             "settings": setting,
             "mappings": mapping,
@@ -220,7 +220,7 @@ def handle_create(
     metadata_management: Sequence[MetadataManagementField],
     analyzer: AnalyzerProperties | None,
 ):
-    if client.indices.exists(index_name):
+    if client.indices.exists(index=index_name):
         raise ValueError(f"Index {index_name} already exists")
 
     try:
@@ -241,7 +241,7 @@ def handle_create(
 )
 def handle_delete(client: OpenSearch, index_name: str):
     try:
-        client.indices.delete(index_name)
+        client.indices.delete(index=index_name)
     except Exception as e:
         logger.error(f"Error deleting index {index_name}")
         logger.exception(e)
diff --git a/lambda/opensearch-serverless-custom-resources/poetry.lock b/lambda/opensearch-serverless-custom-resources/poetry.lock
index f33e71aa..9f9fc066 100644
--- a/lambda/opensearch-serverless-custom-resources/poetry.lock
+++ b/lambda/opensearch-serverless-custom-resources/poetry.lock
@@ -2,32 +2,32 @@
 
 [[package]]
 name = "boto3"
-version = "1.36.17"
+version = "1.40.49"
 description = "The AWS SDK for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "boto3-1.36.17-py3-none-any.whl", hash = "sha256:59bcf0c4b04d9cc36f8b418ad17ab3c4a99a21a175d2fad7096aa21cbe84630b"},
-    {file = "boto3-1.36.17.tar.gz", hash = "sha256:5ecae20e780a3ce9afb3add532b61c466a8cb8960618e4fa565b3883064c1346"},
+    {file = "boto3-1.40.49-py3-none-any.whl", hash = "sha256:64eb7af5f66998b34ad629786ff4a7f81d74c2d4ef9e42f69d99499dbee46d07"},
+    {file = "boto3-1.40.49.tar.gz", hash = "sha256:ea37d133548fbae543092ada61aeb08bced8f9aecd2e96e803dc8237459a80a0"},
 ]
 
 [package.dependencies]
-botocore = ">=1.36.17,<1.37.0"
+botocore = ">=1.40.49,<1.41.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.11.0,<0.12.0"
+s3transfer = ">=0.14.0,<0.15.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.36.17"
+version = "1.40.49"
 description = "Low-level, data-driven core of boto 3."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "botocore-1.36.17-py3-none-any.whl", hash = "sha256:069858b2fd693548035d7fd53a774e37e4260fea64e0ac9b8a3aee904f9321df"},
-    {file = "botocore-1.36.17.tar.gz", hash = "sha256:cec13e0a7ce78e71aad0b397581b4e81824c7981ef4c261d2e296d200c399b09"},
+    {file = "botocore-1.40.49-py3-none-any.whl", hash = "sha256:bf1089d0e77e4fc2e195d81c519b194ab62a4d4dd3e7113ee4e2bf903b0b75ab"},
+    {file = "botocore-1.40.49.tar.gz", hash = "sha256:fe8d4cbcc22de84c20190ae728c46b931bafeb40fce247010fb071c31b6532b5"},
 ]
 
 [package.dependencies]
@@ -36,118 +36,105 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.23.8)"]
+crt = ["awscrt (==0.27.6)"]
 
 [[package]]
 name = "certifi"
-version = "2025.1.31"
+version = "2025.10.5"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
-    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
+    {file = "certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de"},
+    {file = "certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43"},
 ]
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.1"
+version = "3.4.3"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"},
-    {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e218488cd232553829be0664c2292d3af2eeeb94b32bea483cf79ac6a694e037"},
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-    {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b010a7a4fd316c3c484d482922d13044979e78d1861f0e0650423144c616a46a"},
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+    {file = "mypy-1.18.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:8795a039bab805ff0c1dfdb8cd3344642c2b99b8e439d057aba30850b8d3423d"},
+    {file = "mypy-1.18.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6ca1e64b24a700ab5ce10133f7ccd956a04715463d30498e64ea8715236f9c9c"},
+    {file = "mypy-1.18.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d924eef3795cc89fecf6bedc6ed32b33ac13e8321344f6ddbf8ee89f706c05cb"},
+    {file = "mypy-1.18.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:20c02215a080e3a2be3aa50506c67242df1c151eaba0dcbc1e4e557922a26075"},
+    {file = "mypy-1.18.2-cp314-cp314-win_amd64.whl", hash = "sha256:749b5f83198f1ca64345603118a6f01a4e99ad4bf9d103ddc5a3200cc4614adf"},
+    {file = "mypy-1.18.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:25a9c8fb67b00599f839cf472713f54249a62efd53a54b565eb61956a7e3296b"},
+    {file = "mypy-1.18.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c2b9c7e284ee20e7598d6f42e13ca40b4928e6957ed6813d1ab6348aa3f47133"},
+    {file = "mypy-1.18.2-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d6985ed057513e344e43a26cc1cd815c7a94602fb6a3130a34798625bc2f07b6"},
+    {file = "mypy-1.18.2-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:22f27105f1525ec024b5c630c0b9f36d5c1cc4d447d61fe51ff4bd60633f47ac"},
+    {file = "mypy-1.18.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:030c52d0ea8144e721e49b1f68391e39553d7451f0c3f8a7565b59e19fcb608b"},
+    {file = "mypy-1.18.2-cp39-cp39-win_amd64.whl", hash = "sha256:aa5e07ac1a60a253445797e42b8b2963c9675563a94f11291ab40718b016a7a0"},
+    {file = "mypy-1.18.2-py3-none-any.whl", hash = "sha256:22a1748707dd62b58d2ae53562ffc4d7f8bcc727e8ac7cbc69c053ddc874d47e"},
+    {file = "mypy-1.18.2.tar.gz", hash = "sha256:06a398102a5f203d7477b2923dda3634c36727fa5c237d8f859ef90c42a9924b"},
 ]
 
 [package.dependencies]
 mypy_extensions = ">=1.0.0"
+pathspec = ">=0.9.0"
 typing_extensions = ">=4.6.0"
 
 [package.extras]
@@ -261,24 +255,24 @@ reports = ["lxml"]
 
 [[package]]
 name = "mypy-extensions"
-version = "1.0.0"
+version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
-    {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
-    {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
+    {file = "mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505"},
+    {file = "mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"},
 ]
 
 [[package]]
 name = "opensearch-py"
-version = "2.8.0"
+version = "3.0.0"
 description = "Python client for OpenSearch"
 optional = false
 python-versions = "<4,>=3.8"
 files = [
-    {file = "opensearch_py-2.8.0-py3-none-any.whl", hash = "sha256:52c60fdb5d4dcf6cce3ee746c13b194529b0161e0f41268b98ab8f1624abe2fa"},
-    {file = "opensearch_py-2.8.0.tar.gz", hash = "sha256:6598df0bc7a003294edd0ba88a331e0793acbb8c910c43edf398791e3b2eccda"},
+    {file = "opensearch_py-3.0.0-py3-none-any.whl", hash = "sha256:842bf5d56a4a0d8290eda9bb921c50f3080e5dc4e5fefb9c9648289da3f6a8bb"},
+    {file = "opensearch_py-3.0.0.tar.gz", hash = "sha256:ebb38f303f8a3f794db816196315bcddad880be0dc75094e3334bc271db2ed39"},
 ]
 
 [package.dependencies]
@@ -296,49 +290,75 @@ kerberos = ["requests_kerberos"]
 
 [[package]]
 name = "packaging"
-version = "24.2"
+version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
-    {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
+    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
+    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
+]
+
+[[package]]
+name = "pathspec"
+version = "0.12.1"
+description = "Utility library for gitignore style pattern matching of file paths."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08"},
+    {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
 ]
 
 [[package]]
 name = "pluggy"
-version = "1.5.0"
+version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
-    {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
 ]
 
 [package.extras]
 dev = ["pre-commit", "tox"]
-testing = ["pytest", "pytest-benchmark"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pytest"
-version = "7.4.4"
+version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
-    {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
-    {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
 ]
 
 [package.dependencies]
-colorama = {version = "*", markers = "sys_platform == \"win32\""}
-iniconfig = "*"
-packaging = "*"
-pluggy = ">=0.12,<2.0"
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
 
 [package.extras]
-testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "python-dateutil"
@@ -356,18 +376,18 @@ six = ">=1.5"
 
 [[package]]
 name = "requests"
-version = "2.32.3"
+version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
-    {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
+    {file = "requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6"},
+    {file = "requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf"},
 ]
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
@@ -377,20 +397,20 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "s3transfer"
-version = "0.11.2"
+version = "0.14.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "s3transfer-0.11.2-py3-none-any.whl", hash = "sha256:be6ecb39fadd986ef1701097771f87e4d2f821f27f6071c872143884d2950fbc"},
-    {file = "s3transfer-0.11.2.tar.gz", hash = "sha256:3b39185cb72f5acc77db1a58b6e25b977f28d20496b6e58d6813d75f464d632f"},
+    {file = "s3transfer-0.14.0-py3-none-any.whl", hash = "sha256:ea3b790c7077558ed1f02a3072fb3cb992bbbd253392f4b6e9e8976941c7d456"},
+    {file = "s3transfer-0.14.0.tar.gz", hash = "sha256:eff12264e7c8b4985074ccce27a3b38a485bb7f7422cc8046fee9be4983e4125"},
 ]
 
 [package.dependencies]
-botocore = ">=1.36.0,<2.0a.0"
+botocore = ">=1.37.4,<2.0a.0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.36.0,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
 
 [[package]]
 name = "six"
@@ -405,13 +425,13 @@ files = [
 
 [[package]]
 name = "tenacity"
-version = "8.5.0"
+version = "9.1.2"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "tenacity-8.5.0-py3-none-any.whl", hash = "sha256:b594c2a5945830c267ce6b79a166228323ed52718f30302c1359836112346687"},
-    {file = "tenacity-8.5.0.tar.gz", hash = "sha256:8bc6c0c8a09b31e6cad13c47afbed1a567518250a9a171418582ed8d9c20ca78"},
+    {file = "tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138"},
+    {file = "tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb"},
 ]
 
 [package.extras]
@@ -420,24 +440,24 @@ test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.15.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
-    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "2.3.0"
+version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
-    {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
+    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
+    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
 ]
 
 [package.extras]
@@ -449,4 +469,4 @@ zstd = ["zstandard (>=0.18.0)"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "4bdceed1e9b7b922f8788752b49e42c79fdf11bcd150f0145b2e8df3427b27c2"
+content-hash = "492949655daab003c74d9cb20d27b55ece13d87c1b4322a692e86538c62eccf2"
diff --git a/lambda/opensearch-serverless-custom-resources/pyproject.toml b/lambda/opensearch-serverless-custom-resources/pyproject.toml
index 502cc3a0..dee7380c 100644
--- a/lambda/opensearch-serverless-custom-resources/pyproject.toml
+++ b/lambda/opensearch-serverless-custom-resources/pyproject.toml
@@ -9,12 +9,12 @@ description = ""
 authors = [ "Amazon Web Services - Prototyping and Cloud Engineering" ]
 
 [tool.poetry.dependencies]
-boto3 = "^1.33.6"
-opensearch-py = "^2.4.2"
+boto3 = "^1.40.49"
+opensearch-py = "^3.0.0"
 python = "^3.11"
-tenacity = "^8.2.3"
+tenacity = "^9.1.2"
 
 [tool.poetry.dev-dependencies]
 mypy = "^1.2.0"
-pytest = "^7.4.3"
+pytest = "^8.4.2"
 
diff --git a/package.json b/package.json
index d60069a8..9f0dd843 100644
--- a/package.json
+++ b/package.json
@@ -94,7 +94,7 @@
   },
   "devDependencies": {
     "@aws-cdk/assert": "^2.68.0",
-    "@aws-cdk/integ-tests-alpha": "2.216.0-alpha.0",
+    "@aws-cdk/integ-tests-alpha": "2.219.0-alpha.0",
     "@commitlint/config-conventional": "^18.6.3",
     "@mrgrain/jsii-struct-builder": "^0.7.63",
     "@stylistic/eslint-plugin": "^2",
@@ -103,7 +103,7 @@
     "@typescript-eslint/eslint-plugin": "^8",
     "@typescript-eslint/parser": "^8",
     "aws-cdk": "^2",
-    "aws-cdk-lib": "2.216.0",
+    "aws-cdk-lib": "2.219.0",
     "aws-sdk-mock": "^5.9.0",
     "commit-and-tag-version": "^12",
     "commitlint": "^18.6.1",
@@ -128,11 +128,11 @@
     "typescript": "^5.9.3"
   },
   "peerDependencies": {
-    "aws-cdk-lib": "^2.216.0",
+    "aws-cdk-lib": "^2.219.0",
     "constructs": "^10.3.0"
   },
   "dependencies": {
-    "@aws-cdk/aws-lambda-python-alpha": "2.216.0-alpha.0",
+    "@aws-cdk/aws-lambda-python-alpha": "2.219.0-alpha.0",
     "cdk-nag": "^2.37.47",
     "deepmerge": "^4.3.1"
   },
diff --git a/yarn.lock b/yarn.lock
index b2fcf219..e9be115f 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -30,10 +30,10 @@
   resolved "https://registry.yarnpkg.com/@aws-cdk/asset-node-proxy-agent-v6/-/asset-node-proxy-agent-v6-2.1.0.tgz#6d3c7860354d4856a7e75375f2f0ecab313b4989"
   integrity sha512-7bY3J8GCVxLupn/kNmpPc5VJz8grx+4RKfnnJiO1LG+uxkZfANZG3RMHhE+qQxxwkyQ9/MfPtTpf748UhR425A==
 
-"@aws-cdk/aws-lambda-python-alpha@2.216.0-alpha.0":
-  version "2.216.0-alpha.0"
-  resolved "https://registry.yarnpkg.com/@aws-cdk/aws-lambda-python-alpha/-/aws-lambda-python-alpha-2.216.0-alpha.0.tgz#01f27b00425d3f5c426df496a46ccd8f1c79e844"
-  integrity sha512-Q3QEIUSM3wPR7mZJkFEsA5Xk9+bYx+aMOLXvAlbRZR93XwGRGMs2r24NJ6baylvKvoR71yiYUH4gAB4YOT2NCA==
+"@aws-cdk/aws-lambda-python-alpha@2.219.0-alpha.0":
+  version "2.219.0-alpha.0"
+  resolved "https://registry.yarnpkg.com/@aws-cdk/aws-lambda-python-alpha/-/aws-lambda-python-alpha-2.219.0-alpha.0.tgz#aeadb79a636b23ccbaa1fe2e6b938e1e0ebc92e4"
+  integrity sha512-rP1gi6VIZssZVFw34BLLJNxnpHplhp52J/xChjUELs7x2z06Wi7U0yfog0ehHoyD1FCqFXOgTIgYMxHEd68OrQ==
 
 "@aws-cdk/cfnspec@2.68.0":
   version "2.68.0"
@@ -63,10 +63,10 @@
     string-width "^4.2.3"
     table "^6.8.1"
 
-"@aws-cdk/integ-tests-alpha@2.216.0-alpha.0":
-  version "2.216.0-alpha.0"
-  resolved "https://registry.yarnpkg.com/@aws-cdk/integ-tests-alpha/-/integ-tests-alpha-2.216.0-alpha.0.tgz#36a11c8934ab833ce9f0cbf8b702d782f9306d78"
-  integrity sha512-fE53oGZY+rnXgxTEG2Xd5xGNxYDIJGXzItpGMxI5pMazwAGDzAePSi3zVXo6IyW0ynKiPP4rJtmjZjMCXhpExg==
+"@aws-cdk/integ-tests-alpha@2.219.0-alpha.0":
+  version "2.219.0-alpha.0"
+  resolved "https://registry.yarnpkg.com/@aws-cdk/integ-tests-alpha/-/integ-tests-alpha-2.219.0-alpha.0.tgz#620e3532b26d8efe7503c1c619636eab28384172"
+  integrity sha512-5diG0cne6yU97Yv9lCiZN0rv88Vwkdt6mpDUnJ+5vKcsfiWE1d87NDgQL55RTb1eJWIGhzSouAaLd5shvXKAPQ==
 
 "@babel/code-frame@^7.0.0", "@babel/code-frame@^7.12.13", "@babel/code-frame@^7.27.1":
   version "7.27.1"
@@ -1685,10 +1685,10 @@ available-typed-arrays@^1.0.7:
   dependencies:
     possible-typed-array-names "^1.0.0"
 
-aws-cdk-lib@2.216.0:
-  version "2.216.0"
-  resolved "https://registry.yarnpkg.com/aws-cdk-lib/-/aws-cdk-lib-2.216.0.tgz#5e7b6b29ed9e30d02498ac60236b658bf8013b4b"
-  integrity sha512-Y8u5HiMVeJp3HLJy8Ok3tr+Fgk0oUbhQfbSAyEBVZts7T9olEkQPfmBf1TiybcQmt/C/pjk3qQFHsGL+fgxtvw==
+aws-cdk-lib@2.219.0:
+  version "2.219.0"
+  resolved "https://registry.yarnpkg.com/aws-cdk-lib/-/aws-cdk-lib-2.219.0.tgz#248431a1a7fe1d5e560b9026f7540d4e847404bd"
+  integrity sha512-Rq1/f3exfFEWee1znNq8yvR1TuRQ4xQZz3JNkliBW9dFwyrDe7l/dmlAf6DVvB3nuiZAaUS+vh4ua1LZ7Ec8kg==
   dependencies:
     "@aws-cdk/asset-awscli-v1" "2.2.242"
     "@aws-cdk/asset-node-proxy-agent-v6" "^2.1.0"