diff --git a/ai-ml/llm-serving-gemma/gradio/app/requirements.txt b/ai-ml/llm-serving-gemma/gradio/app/requirements.txt
index f0df43e16b..6ed6d00f78 100644
--- a/ai-ml/llm-serving-gemma/gradio/app/requirements.txt
+++ b/ai-ml/llm-serving-gemma/gradio/app/requirements.txt
@@ -1,2 +1,2 @@
-gradio==5.5.0
+gradio==5.6.0
 
diff --git a/ai-ml/maxdiffusion-tpu/build/server/requirements.txt b/ai-ml/maxdiffusion-tpu/build/server/requirements.txt
index cdb650ee9c..d147006f69 100644
--- a/ai-ml/maxdiffusion-tpu/build/server/requirements.txt
+++ b/ai-ml/maxdiffusion-tpu/build/server/requirements.txt
@@ -1,8 +1,8 @@
 --find-links https://storage.googleapis.com/jax-releases/jax_nightly_releases.html
 --find-links https://storage.googleapis.com/jax-releases/libtpu_releases.html
 
-uvicorn[standard]==0.30.6
-fastapi[all]==0.114.0
+uvicorn[standard]==0.32.1
+fastapi[all]==0.115.5
 pillow
 jax[tpu]==0.4.34.dev20241001 --pre
 google-cloud-storage
@@ -22,6 +22,6 @@ scikit-image
 parameterized
 Pillow
 pytest
-tensorflow==2.17.0
+tensorflow==2.18.0
 tensorflow-datasets
-ruff>=0.6,<=0.6.4
+ruff>=0.8,<=0.8.0
diff --git a/ai-ml/t5-model-serving/model/requirements.txt b/ai-ml/t5-model-serving/model/requirements.txt
index f41c5cb70c..c162848eef 100644
--- a/ai-ml/t5-model-serving/model/requirements.txt
+++ b/ai-ml/t5-model-serving/model/requirements.txt
@@ -1,2 +1,2 @@
 t5==0.9.4
-transformers==4.44.2
+transformers==4.46.3
diff --git a/batch/aiml-workloads/src/requirements.in b/batch/aiml-workloads/src/requirements.in
index f7b676ce9a..03b87c384b 100644
--- a/batch/aiml-workloads/src/requirements.in
+++ b/batch/aiml-workloads/src/requirements.in
@@ -1,3 +1,3 @@
-pandas==2.2.2
-scikit-learn==1.5.1
-redis==5.0.8
\ No newline at end of file
+pandas==2.2.3
+scikit-learn==1.5.2
+redis==5.2.0
\ No newline at end of file
diff --git a/batch/aiml-workloads/src/requirements.txt b/batch/aiml-workloads/src/requirements.txt
index 5a88346cf5..1d10ef8787 100644
--- a/batch/aiml-workloads/src/requirements.txt
+++ b/batch/aiml-workloads/src/requirements.txt
@@ -6,20 +6,20 @@
 #
 joblib==1.4.2
     # via scikit-learn
-numpy==2.1.1
+numpy==2.1.3
     # via
     #   pandas
     #   scikit-learn
     #   scipy
-pandas==2.2.2
+pandas==2.2.3
     # via -r requirements.in
 python-dateutil==2.9.0.post0
     # via pandas
 pytz==2024.2
     # via pandas
-redis==5.0.8
+redis==5.2.0
     # via -r requirements.in
-scikit-learn==1.5.1
+scikit-learn==1.5.2
     # via -r requirements.in
 scipy==1.14.1
     # via scikit-learn
@@ -27,5 +27,5 @@ six==1.16.0
     # via python-dateutil
 threadpoolctl==3.5.0
     # via scikit-learn
-tzdata==2024.1
+tzdata==2024.2
     # via pandas
diff --git a/batch/airflow/secrets/requirements.txt b/batch/airflow/secrets/requirements.txt
index 5e09dbb438..e57c45bc44 100644
--- a/batch/airflow/secrets/requirements.txt
+++ b/batch/airflow/secrets/requirements.txt
@@ -1,4 +1,4 @@
 ## The following requirements were added by pip freeze:
 cffi==1.17.1
-cryptography==43.0.1
+cryptography==43.0.3
 pycparser==2.22
diff --git a/cost-optimization/gke-keda/cloud-pubsub/requirements.txt b/cost-optimization/gke-keda/cloud-pubsub/requirements.txt
index 6bb0859366..1521314243 100644
--- a/cost-optimization/gke-keda/cloud-pubsub/requirements.txt
+++ b/cost-optimization/gke-keda/cloud-pubsub/requirements.txt
@@ -1,2 +1,2 @@
-google-cloud-pubsub~=2.23.0
-google-auth~=2.34.0
+google-cloud-pubsub~=2.27.1
+google-auth~=2.36.0
diff --git a/databases/cloud-pubsub/requirements.txt b/databases/cloud-pubsub/requirements.txt
index 6bb0859366..1521314243 100644
--- a/databases/cloud-pubsub/requirements.txt
+++ b/databases/cloud-pubsub/requirements.txt
@@ -1,2 +1,2 @@
-google-cloud-pubsub~=2.23.0
-google-auth~=2.34.0
+google-cloud-pubsub~=2.27.1
+google-auth~=2.36.0
diff --git a/databases/elasticsearch/docker/chatbot/requirements.txt b/databases/elasticsearch/docker/chatbot/requirements.txt
index e01a2bd55a..eca4f9bcfe 100644
--- a/databases/elasticsearch/docker/chatbot/requirements.txt
+++ b/databases/elasticsearch/docker/chatbot/requirements.txt
@@ -1,8 +1,8 @@
-streamlit==1.38.0
-google-cloud-aiplatform==1.65.0
-langchain==0.2.16
+streamlit==1.40.1
+google-cloud-aiplatform==1.73.0
+langchain==0.3.8
 langchain-community==0.2.16
 langchain-google-vertexai==1.0.10
-elasticsearch==8.15.0
+elasticsearch==8.16.0
 arxiv==2.1.3
-pymupdf==1.24.10
+pymupdf==1.24.14
diff --git a/databases/elasticsearch/docker/embed-docs/requirements.txt b/databases/elasticsearch/docker/embed-docs/requirements.txt
index 9540b2c6d8..5385f150a5 100644
--- a/databases/elasticsearch/docker/embed-docs/requirements.txt
+++ b/databases/elasticsearch/docker/embed-docs/requirements.txt
@@ -1,14 +1,14 @@
 google-cloud-storage==2.18.2
-google-cloud-aiplatform==1.65.0
-langchain==0.2.16
+google-cloud-aiplatform==1.73.0
+langchain==0.3.8
 langchain-community==0.2.16
 langchain-google-vertexai==1.0.10
-elasticsearch==8.15.0
+elasticsearch==8.16.0
 pypdf==3.17.4
 click==8.1.7
 Flask==2.3.3
 itsdangerous==2.2.0
 Jinja2==3.1.4
 MarkupSafe==2.1.5
-Werkzeug==3.0.6
+Werkzeug==3.1.3
 kubernetes==28.1.0
diff --git a/databases/postgres-pgvector/docker/chatbot/requirements.txt b/databases/postgres-pgvector/docker/chatbot/requirements.txt
index 3f74defd6c..1274c4e593 100644
--- a/databases/postgres-pgvector/docker/chatbot/requirements.txt
+++ b/databases/postgres-pgvector/docker/chatbot/requirements.txt
@@ -1,9 +1,9 @@
-streamlit==1.38.0
-google-cloud-aiplatform==1.65.0
-langchain==0.2.16
+streamlit==1.40.1
+google-cloud-aiplatform==1.73.0
+langchain==0.3.8
 langchain-community==0.2.16
 langchain-google-vertexai==1.0.10
-pgvector==0.3.2
-psycopg2-binary==2.9.9
+pgvector==0.3.6
+psycopg2-binary==2.9.10
 arxiv==2.1.3
-pymupdf==1.24.10
+pymupdf==1.24.14
diff --git a/databases/postgres-pgvector/docker/embed-docs/requirements.txt b/databases/postgres-pgvector/docker/embed-docs/requirements.txt
index dc17bdfd47..97449a9a25 100644
--- a/databases/postgres-pgvector/docker/embed-docs/requirements.txt
+++ b/databases/postgres-pgvector/docker/embed-docs/requirements.txt
@@ -1,15 +1,15 @@
 google-cloud-storage==2.18.2
-google-cloud-aiplatform==1.65.0
-langchain==0.2.16
+google-cloud-aiplatform==1.73.0
+langchain==0.3.8
 langchain-community==0.2.16
 langchain-google-vertexai==1.0.10
-pgvector==0.3.2
-psycopg2-binary==2.9.9
+pgvector==0.3.6
+psycopg2-binary==2.9.10
 pypdf==3.17.4
 click==8.1.7
 Flask==2.3.3
 itsdangerous==2.2.0
 Jinja2==3.1.4
 MarkupSafe==2.1.5
-Werkzeug==3.0.6
+Werkzeug==3.1.3
 kubernetes==28.1.0
diff --git a/databases/qdrant/docker/chatbot/requirements.txt b/databases/qdrant/docker/chatbot/requirements.txt
index f47066d8c8..a31fbbf676 100644
--- a/databases/qdrant/docker/chatbot/requirements.txt
+++ b/databases/qdrant/docker/chatbot/requirements.txt
@@ -1,8 +1,8 @@
-streamlit==1.38.0
-google-cloud-aiplatform==1.65.0
-langchain==0.2.16
+streamlit==1.40.1
+google-cloud-aiplatform==1.73.0
+langchain==0.3.8
 langchain-community==0.2.16
 langchain-google-vertexai==1.0.10
-qdrant-client==1.11.1
+qdrant-client==1.12.1
 arxiv==2.1.3
-pymupdf==1.24.10
+pymupdf==1.24.14
diff --git a/databases/qdrant/docker/embed-docs/requirements.txt b/databases/qdrant/docker/embed-docs/requirements.txt
index 45632fa4fc..9bc068d853 100644
--- a/databases/qdrant/docker/embed-docs/requirements.txt
+++ b/databases/qdrant/docker/embed-docs/requirements.txt
@@ -1,14 +1,14 @@
 google-cloud-storage==2.18.2
-google-cloud-aiplatform==1.65.0
-langchain==0.2.16
+google-cloud-aiplatform==1.73.0
+langchain==0.3.8
 langchain-community==0.2.16
 langchain-google-vertexai==1.0.10
-qdrant-client==1.11.1
+qdrant-client==1.12.1
 pypdf==3.17.4
 click==8.1.7
 Flask==2.3.3
 itsdangerous==2.2.0
 Jinja2==3.1.4
 MarkupSafe==2.1.5
-Werkzeug==3.0.6
+Werkzeug==3.1.3
 kubernetes==28.1.0
diff --git a/databases/weaviate/docker/chatbot/requirements.txt b/databases/weaviate/docker/chatbot/requirements.txt
index d8111ac8cf..3827a189b1 100644
--- a/databases/weaviate/docker/chatbot/requirements.txt
+++ b/databases/weaviate/docker/chatbot/requirements.txt
@@ -1,9 +1,9 @@
-streamlit==1.38.0
-google-cloud-aiplatform==1.65.0
-langchain==0.2.16
+streamlit==1.40.1
+google-cloud-aiplatform==1.73.0
+langchain==0.3.8
 langchain-community==0.2.16
 langchain-google-vertexai==1.0.10
-langchain-weaviate==0.0.2
-weaviate-client==4.7.1
+langchain-weaviate==0.0.3
+weaviate-client==4.9.4
 arxiv==2.1.3
-pymupdf==1.24.10
+pymupdf==1.24.14
diff --git a/databases/weaviate/docker/embed-docs/requirements.txt b/databases/weaviate/docker/embed-docs/requirements.txt
index 017dc9c309..8905f9e458 100644
--- a/databases/weaviate/docker/embed-docs/requirements.txt
+++ b/databases/weaviate/docker/embed-docs/requirements.txt
@@ -1,15 +1,15 @@
 google-cloud-storage==2.18.2
-google-cloud-aiplatform==1.65.0
-langchain==0.2.16
+google-cloud-aiplatform==1.73.0
+langchain==0.3.8
 langchain-community==0.2.16
 langchain-google-vertexai==1.0.10
-langchain-weaviate==0.0.2
-weaviate-client==4.7.1
+langchain-weaviate==0.0.3
+weaviate-client==4.9.4
 pypdf==3.17.4
 click==8.1.7
 Flask==2.3.3
 itsdangerous==2.2.0
 Jinja2==3.1.4
 MarkupSafe==2.1.5
-Werkzeug==3.0.6
+Werkzeug==3.1.3
 kubernetes==28.1.0