diff --git a/containers/Containerfile.base b/containers/Containerfile.base
index b4f5bbbf..baaa89cf 100644
--- a/containers/Containerfile.base
+++ b/containers/Containerfile.base
@@ -4,14 +4,14 @@
 # like to avoid re-doing this.
 # ----------------------------------------------------------------------------
 
-FROM docker.io/fedora:40 AS base
+FROM docker.io/fedora:42 AS base
 
 ENV PIP_BREAK_SYSTEM_PACKAGES=1
 
 RUN dnf install -y python3 python3-pip python3-wheel python3-aiohttp && \
     dnf clean all
 
-RUN pip3 install --no-cache-dir pulsar-client==3.5.0
+RUN pip3 install --no-cache-dir pulsar-client==3.7.0
 
 # ----------------------------------------------------------------------------
 # Build a container which contains the built Python packages.  The build
diff --git a/containers/Containerfile.bedrock b/containers/Containerfile.bedrock
index 21819973..2650943f 100644
--- a/containers/Containerfile.bedrock
+++ b/containers/Containerfile.bedrock
@@ -4,14 +4,14 @@
 # like to avoid re-doing this.
 # ----------------------------------------------------------------------------
 
-FROM docker.io/fedora:40 AS base
+FROM docker.io/fedora:42 AS base
 
 ENV PIP_BREAK_SYSTEM_PACKAGES=1
 
 RUN dnf install -y python3 python3-pip python3-wheel python3-aiohttp \
     python3-rdflib
 
-RUN pip3 install --no-cache-dir boto3 pulsar-client==3.5.0
+RUN pip3 install --no-cache-dir boto3 pulsar-client==3.7.0
 
 # ----------------------------------------------------------------------------
 # Build a container which contains the built Python packages.  The build
diff --git a/containers/Containerfile.flow b/containers/Containerfile.flow
index 352e5ac5..d1d5dbe1 100644
--- a/containers/Containerfile.flow
+++ b/containers/Containerfile.flow
@@ -4,7 +4,7 @@
 # like to avoid re-doing this.
 # ----------------------------------------------------------------------------
 
-FROM docker.io/fedora:40 AS base
+FROM docker.io/fedora:42 AS base
 
 ENV PIP_BREAK_SYSTEM_PACKAGES=1
 
@@ -14,11 +14,11 @@ RUN dnf install -y python3 python3-pip python3-wheel python3-aiohttp \
 RUN pip3 install --no-cache-dir \
     anthropic cohere mistralai openai google-generativeai \
     ollama \
-    langchain==0.3.13 langchain-core==0.3.28 \
-    langchain-text-splitters==0.3.4 \
-    langchain-community==0.3.13 \
+    langchain==0.3.25 langchain-core==0.3.60 \
+    langchain-text-splitters==0.3.8 \
+    langchain-community==0.3.24 \
     pymilvus \
-    pulsar-client==3.5.0 cassandra-driver pyyaml \
+    pulsar-client==3.7.0 cassandra-driver pyyaml \
     neo4j tiktoken falkordb && \
     pip3 cache purge
 
diff --git a/containers/Containerfile.hf b/containers/Containerfile.hf
index 4076db28..bd651122 100644
--- a/containers/Containerfile.hf
+++ b/containers/Containerfile.hf
@@ -4,7 +4,7 @@
 # like to avoid re-doing this.
 # ----------------------------------------------------------------------------
 
-FROM docker.io/fedora:40 AS ai
+FROM docker.io/fedora:42 AS ai
 
 ENV PIP_BREAK_SYSTEM_PACKAGES=1
 
@@ -15,11 +15,11 @@ RUN pip3 install torch==2.5.1+cpu \
     --index-url https://download.pytorch.org/whl/cpu
 
 RUN pip3 install --no-cache-dir \
-    langchain==0.3.13 langchain-core==0.3.28 langchain-huggingface==0.1.2 \
-    langchain-community==0.3.13 \
-    sentence-transformers==3.4.0 transformers==4.47.1 \
-    huggingface-hub==0.27.0 \
-    pulsar-client==3.5.0
+    langchain==0.3.25 langchain-core==0.3.60 langchain-huggingface==0.2.0 \
+    langchain-community==0.3.24 \
+    sentence-transformers==4.1.0 transformers==4.51.3 \
+    huggingface-hub==0.31.2 \
+    pulsar-client==3.7.0
 
 # Most commonly used embeddings model, just build it into the container
 # image
diff --git a/containers/Containerfile.ocr b/containers/Containerfile.ocr
index 8a454008..eb9d67b7 100644
--- a/containers/Containerfile.ocr
+++ b/containers/Containerfile.ocr
@@ -4,14 +4,14 @@
 # like to avoid re-doing this.
 # ----------------------------------------------------------------------------
 
-FROM docker.io/fedora:40 AS base
+FROM docker.io/fedora:42 AS base
 
 ENV PIP_BREAK_SYSTEM_PACKAGES=1
 
 RUN dnf install -y python3 python3-pip python3-wheel python3-aiohttp \
     python3-rdflib tesseract poppler poppler-utils
 
-RUN pip3 install --no-cache-dir pytesseract pulsar-client==3.5.0
+RUN pip3 install --no-cache-dir pytesseract pulsar-client==3.7.0
 
 # ----------------------------------------------------------------------------
 # Build a container which contains the built Python packages.  The build
diff --git a/containers/Containerfile.vertexai b/containers/Containerfile.vertexai
index 72d21bde..129e689c 100644
--- a/containers/Containerfile.vertexai
+++ b/containers/Containerfile.vertexai
@@ -4,7 +4,7 @@
 # like to avoid re-doing this.
 # ----------------------------------------------------------------------------
 
-FROM docker.io/fedora:40 AS base
+FROM docker.io/fedora:42 AS base
 
 ENV PIP_BREAK_SYSTEM_PACKAGES=1
 
@@ -12,7 +12,7 @@ RUN dnf install -y python3 python3-pip python3-wheel python3-aiohttp \
     python3-rdflib
 
 RUN pip3 install --no-cache-dir \
-    google-cloud-aiplatform pulsar-client==3.5.0
+    google-cloud-aiplatform pulsar-client==3.7.0
 
 # ----------------------------------------------------------------------------
 # Build a container which contains the built Python packages.  The build