diff --git a/genai/aws-gen-ai-kr/10_advanced_question_answering/requirements.txt b/genai/aws-gen-ai-kr/10_advanced_question_answering/requirements.txt
index 5435b84f..2ca0647a 100644
--- a/genai/aws-gen-ai-kr/10_advanced_question_answering/requirements.txt
+++ b/genai/aws-gen-ai-kr/10_advanced_question_answering/requirements.txt
@@ -1,5 +1,5 @@
-sagemaker==2.199.0
-langchain==0.0.348
+sagemaker==2.218.0
+langchain==0.1.0
 boto3==1.33.12
 botocore==1.33.12
 termcolor
diff --git a/genai/aws-gen-ai-kr/30_fine_tune/01-instruction-tuning-peft-qlora/src/requirements.txt b/genai/aws-gen-ai-kr/30_fine_tune/01-instruction-tuning-peft-qlora/src/requirements.txt
index 77e441ff..30080ea1 100644
--- a/genai/aws-gen-ai-kr/30_fine_tune/01-instruction-tuning-peft-qlora/src/requirements.txt
+++ b/genai/aws-gen-ai-kr/30_fine_tune/01-instruction-tuning-peft-qlora/src/requirements.txt
@@ -1,6 +1,6 @@
 peft==0.7.1
 accelerate==0.25.0
-transformers==4.36.2
+transformers==4.38.0
 bitsandbytes==0.41.3
 datasets==2.16.0
 wandb
diff --git a/genai/genai-app-demo/01-prompt-engineering-demo/frontUI/requirements.txt b/genai/genai-app-demo/01-prompt-engineering-demo/frontUI/requirements.txt
index 0331ba09..be24fbe4 100644
--- a/genai/genai-app-demo/01-prompt-engineering-demo/frontUI/requirements.txt
+++ b/genai/genai-app-demo/01-prompt-engineering-demo/frontUI/requirements.txt
@@ -1,5 +1,5 @@
 boto3==1.34.59
 streamlit==1.32.2
-requests==2.31.0
+requests==2.32.2
 streamlit-cropper==0.2.2
-pillow==10.2.0
\ No newline at end of file
+pillow==10.3.0
\ No newline at end of file
diff --git a/genai/genai-app-demo/01-prompt-engineering-demo/requirements.txt b/genai/genai-app-demo/01-prompt-engineering-demo/requirements.txt
index c4624bf9..f09a7469 100644
--- a/genai/genai-app-demo/01-prompt-engineering-demo/requirements.txt
+++ b/genai/genai-app-demo/01-prompt-engineering-demo/requirements.txt
@@ -3,8 +3,8 @@ constructs>=10.0.0,<11.0.0
 cdk-nag==2.28.60
 cdk-ecr-deployment==3.0.40
 boto3==1.34.59
-langchain==0.1.12
+langchain==0.2.1
 streamlit==1.32.2
-requests==2.31.0
+requests==2.32.2
 streamlit-cropper==0.2.2
-pillow==10.2.0
\ No newline at end of file
+pillow==10.3.0
\ No newline at end of file
diff --git a/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/identification/requirements.txt b/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/identification/requirements.txt
index 8b5ad861..8c3ece6f 100644
--- a/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/identification/requirements.txt
+++ b/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/identification/requirements.txt
@@ -1,3 +1,3 @@
 boto3==1.34.64
-langchain==0.1.12
-pillow==10.2.0
\ No newline at end of file
+langchain==0.2.1
+pillow==10.3.0
\ No newline at end of file
diff --git a/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/image_gen/requirements.txt b/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/image_gen/requirements.txt
index 8b5ad861..8c3ece6f 100644
--- a/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/image_gen/requirements.txt
+++ b/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/image_gen/requirements.txt
@@ -1,3 +1,3 @@
 boto3==1.34.64
-langchain==0.1.12
-pillow==10.2.0
\ No newline at end of file
+langchain==0.2.1
+pillow==10.3.0
\ No newline at end of file
diff --git a/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/image_replace/requirements.txt b/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/image_replace/requirements.txt
index 8b5ad861..8c3ece6f 100644
--- a/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/image_replace/requirements.txt
+++ b/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/image_replace/requirements.txt
@@ -1,3 +1,3 @@
 boto3==1.34.64
-langchain==0.1.12
-pillow==10.2.0
\ No newline at end of file
+langchain==0.2.1
+pillow==10.3.0
\ No newline at end of file
diff --git a/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/image_variation/requirements.txt b/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/image_variation/requirements.txt
index 8b5ad861..8c3ece6f 100644
--- a/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/image_variation/requirements.txt
+++ b/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/image_variation/requirements.txt
@@ -1,3 +1,3 @@
 boto3==1.34.64
-langchain==0.1.12
-pillow==10.2.0
\ No newline at end of file
+langchain==0.2.1
+pillow==10.3.0
\ No newline at end of file
diff --git a/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/product_block/requirements.txt b/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/product_block/requirements.txt
index 8b5ad861..8c3ece6f 100644
--- a/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/product_block/requirements.txt
+++ b/genai/genai-app-demo/01-prompt-engineering-demo/sample_source/containers/product_block/requirements.txt
@@ -1,3 +1,3 @@
 boto3==1.34.64
-langchain==0.1.12
-pillow==10.2.0
\ No newline at end of file
+langchain==0.2.1
+pillow==10.3.0
\ No newline at end of file
diff --git a/genai/jumpstart/text_to_text/flan_t5_xl_with_LoRA/requirements.txt b/genai/jumpstart/text_to_text/flan_t5_xl_with_LoRA/requirements.txt
index 2ce2f609..c6063ec0 100644
--- a/genai/jumpstart/text_to_text/flan_t5_xl_with_LoRA/requirements.txt
+++ b/genai/jumpstart/text_to_text/flan_t5_xl_with_LoRA/requirements.txt
@@ -1,5 +1,5 @@
 peft==0.2.0
-transformers==4.30.0
+transformers==4.38.0
 accelerate==0.17.1
 bitsandbytes==0.37.1
 datasets
diff --git a/sagemaker/recommendation/Neural-Collaborative-Filtering-On-SageMaker/3_MLOps/4_sm_train_codepipeline/codecommit/setup.py b/sagemaker/recommendation/Neural-Collaborative-Filtering-On-SageMaker/3_MLOps/4_sm_train_codepipeline/codecommit/setup.py
index 97210c16..aaadb726 100644
--- a/sagemaker/recommendation/Neural-Collaborative-Filtering-On-SageMaker/3_MLOps/4_sm_train_codepipeline/codecommit/setup.py
+++ b/sagemaker/recommendation/Neural-Collaborative-Filtering-On-SageMaker/3_MLOps/4_sm_train_codepipeline/codecommit/setup.py
@@ -13,7 +13,7 @@
 
 
 # required_packages = ["sagemaker==2.93.0"]
-required_packages = ["sagemaker==2.117.0"]
+required_packages = ["sagemaker==2.218.0"]
 extras = {
     "test": [
         "black",
diff --git a/sagemaker/recommendation/Neural-Collaborative-Filtering-On-SageMaker/3_MLOps/5_sm_serving_codepipeline/codecommit/setup.py b/sagemaker/recommendation/Neural-Collaborative-Filtering-On-SageMaker/3_MLOps/5_sm_serving_codepipeline/codecommit/setup.py
index b295f5b8..d9252f45 100644
--- a/sagemaker/recommendation/Neural-Collaborative-Filtering-On-SageMaker/3_MLOps/5_sm_serving_codepipeline/codecommit/setup.py
+++ b/sagemaker/recommendation/Neural-Collaborative-Filtering-On-SageMaker/3_MLOps/5_sm_serving_codepipeline/codecommit/setup.py
@@ -13,7 +13,7 @@
 
 
 # required_packages = ["sagemaker==2.93.0"]
-required_packages = ["sagemaker==2.117.0"]
+required_packages = ["sagemaker==2.218.0"]
 extras = {
     "test": [
         "black",
diff --git a/sagemaker/sm-kornlp/multiclass-classification/lab_2_serving/src/requirements.txt b/sagemaker/sm-kornlp/multiclass-classification/lab_2_serving/src/requirements.txt
index 953a9337..7c51bfa8 100644
--- a/sagemaker/sm-kornlp/multiclass-classification/lab_2_serving/src/requirements.txt
+++ b/sagemaker/sm-kornlp/multiclass-classification/lab_2_serving/src/requirements.txt
@@ -1,2 +1,2 @@
 # transformers==4.30.0 # Becaause of Transformers Deserialization of Untrusted Data vulnerability, let me change to 4.38.0
-transformers==4.38.0
\ No newline at end of file
+transformers==4.41.2
\ No newline at end of file