diff --git a/infrastructure/notebooklm-with-bedrock-and-amazon-eks/notebook-lm/poetry.lock b/infrastructure/notebooklm-with-bedrock-and-amazon-eks/notebook-lm/poetry.lock
index 29c3532..7735b86 100644
--- a/infrastructure/notebooklm-with-bedrock-and-amazon-eks/notebook-lm/poetry.lock
+++ b/infrastructure/notebooklm-with-bedrock-and-amazon-eks/notebook-lm/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.1.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
 
 [[package]]
 name = "aiofiles"
@@ -1385,20 +1385,20 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pypdf"
-version = "5.1.0"
+version = "6.1.3"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pypdf-5.1.0-py3-none-any.whl", hash = "sha256:3bd4f503f4ebc58bae40d81e81a9176c400cbbac2ba2d877367595fb524dfdfc"},
-    {file = "pypdf-5.1.0.tar.gz", hash = "sha256:425a129abb1614183fd1aca6982f650b47f8026867c0ce7c4b9f281c443d2740"},
+    {file = "pypdf-6.1.3-py3-none-any.whl", hash = "sha256:eb049195e46f014fc155f566fa20e09d70d4646a9891164ac25fa0cbcfcdbcb5"},
+    {file = "pypdf-6.1.3.tar.gz", hash = "sha256:8d420d1e79dc1743f31a57707cabb6dcd5b17e8b9a302af64b30202c5700ab9d"},
 ]
 
 [package.extras]
 crypto = ["cryptography"]
 cryptodome = ["PyCryptodome"]
-dev = ["black", "flit", "pip-tools", "pre-commit (<2.18.0)", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"]
+dev = ["black", "flit", "pip-tools", "pre-commit", "pytest-cov", "pytest-socket", "pytest-timeout", "pytest-xdist", "wheel"]
 docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
 full = ["Pillow (>=8.0.0)", "cryptography"]
 image = ["Pillow (>=8.0.0)"]
@@ -1981,4 +1981,4 @@ dev = ["black (>=19.3b0) ; python_version >= \"3.6\"", "pytest (>=4.6.2)"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.11"
-content-hash = "d6065037c3584a5030e5103641ac1c374137cbf188b146255237a5c395cedaa0"
+content-hash = "826e53608b3c131e6f5bb2116fc53da762a75bc1c30672dd129debf3474b18d1"
diff --git a/infrastructure/notebooklm-with-bedrock-and-amazon-eks/notebook-lm/pyproject.toml b/infrastructure/notebooklm-with-bedrock-and-amazon-eks/notebook-lm/pyproject.toml
index 0f4d749..bc86c29 100644
--- a/infrastructure/notebooklm-with-bedrock-and-amazon-eks/notebook-lm/pyproject.toml
+++ b/infrastructure/notebooklm-with-bedrock-and-amazon-eks/notebook-lm/pyproject.toml
@@ -8,7 +8,7 @@ readme = "README.md"
 [tool.poetry.dependencies]
 python = "^3.11"
 gradio = "^5.11.0"
-pypdf = "^5.1.0"
+pypdf = "^6.1.3"
 scipy = "^1.14.1"
 langchain-aws = "^0.2.7"
 loguru = "^0.7.2"