diff --git a/Makefile b/Makefile
index bb7b6385..672d3234 100644
--- a/Makefile
+++ b/Makefile
@@ -1,6 +1,6 @@
 
 # VERSION=$(shell git describe | sed 's/^v//')
-VERSION=0.2.3
+VERSION=0.2.4
 
 all: container
 
diff --git a/docker-compose-azure.yaml b/docker-compose-azure.yaml
index 980487af..09e7b45b 100644
--- a/docker-compose-azure.yaml
+++ b/docker-compose-azure.yaml
@@ -91,7 +91,7 @@ services:
     restart: on-failure:100
 
   pdf-decoder:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "pdf-decoder"
       - "-p"
@@ -99,7 +99,7 @@ services:
     restart: on-failure:100
 
   chunker:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "chunker-recursive"
       - "-p"
@@ -107,7 +107,7 @@ services:
     restart: on-failure:100
 
   vectorize:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "embeddings-vectorize"
       - "-p"
@@ -115,7 +115,7 @@ services:
     restart: on-failure:100
     
   embeddings:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "embeddings-hf"
       - "-p"
@@ -123,7 +123,7 @@ services:
     restart: on-failure:100
     
   kg-extract-definitions:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "kg-extract-definitions"
       - "-p"
@@ -131,7 +131,7 @@ services:
     restart: on-failure:100
     
   kg-extract-relationships:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "kg-extract-relationships"
       - "-p"
@@ -139,7 +139,7 @@ services:
     restart: on-failure:100
     
   vector-write:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "vector-write-milvus"
       - "-p"
@@ -149,7 +149,7 @@ services:
     restart: on-failure:100
     
   graph-write:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "graph-write-cassandra"
       - "-p"
@@ -159,7 +159,7 @@ services:
     restart: on-failure:100
     
   llm:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "llm-azure-text"
       - "-p"
@@ -171,7 +171,7 @@ services:
     restart: on-failure:100
 
   graph-rag:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "graph-rag"
       - "-p"
diff --git a/docker-compose-claude.yaml b/docker-compose-claude.yaml
index d16a9db3..02862be6 100644
--- a/docker-compose-claude.yaml
+++ b/docker-compose-claude.yaml
@@ -91,7 +91,7 @@ services:
     restart: on-failure:100
 
   pdf-decoder:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "pdf-decoder"
       - "-p"
@@ -99,7 +99,7 @@ services:
     restart: on-failure:100
 
   chunker:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "chunker-recursive"
       - "-p"
@@ -107,7 +107,7 @@ services:
     restart: on-failure:100
 
   vectorize:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "embeddings-vectorize"
       - "-p"
@@ -115,7 +115,7 @@ services:
     restart: on-failure:100
     
   embeddings:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "embeddings-hf"
       - "-p"
@@ -123,7 +123,7 @@ services:
     restart: on-failure:100
     
   kg-extract-definitions:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "kg-extract-definitions"
       - "-p"
@@ -131,7 +131,7 @@ services:
     restart: on-failure:100
     
   kg-extract-relationships:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "kg-extract-relationships"
       - "-p"
@@ -139,7 +139,7 @@ services:
     restart: on-failure:100
     
   vector-write:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "vector-write-milvus"
       - "-p"
@@ -149,7 +149,7 @@ services:
     restart: on-failure:100
     
   graph-write:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "graph-write-cassandra"
       - "-p"
@@ -159,7 +159,7 @@ services:
     restart: on-failure:100
     
   llm:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "llm-claude-text"
       - "-p"
@@ -169,7 +169,7 @@ services:
     restart: on-failure:100
 
   graph-rag:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "graph-rag"
       - "-p"
diff --git a/docker-compose-ollama.yaml b/docker-compose-ollama.yaml
index f4fec762..16fe718b 100644
--- a/docker-compose-ollama.yaml
+++ b/docker-compose-ollama.yaml
@@ -91,7 +91,7 @@ services:
     restart: on-failure:100
 
   pdf-decoder:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "pdf-decoder"
       - "-p"
@@ -99,7 +99,7 @@ services:
     restart: on-failure:100
 
   chunker:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "chunker-recursive"
       - "-p"
@@ -107,7 +107,7 @@ services:
     restart: on-failure:100
 
   vectorize:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "embeddings-vectorize"
       - "-p"
@@ -115,7 +115,7 @@ services:
     restart: on-failure:100
     
   embeddings:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "embeddings-hf"
       - "-p"
@@ -125,7 +125,7 @@ services:
     restart: on-failure:100
     
   kg-extract-definitions:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "kg-extract-definitions"
       - "-p"
@@ -133,7 +133,7 @@ services:
     restart: on-failure:100
     
   kg-extract-relationships:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "kg-extract-relationships"
       - "-p"
@@ -141,7 +141,7 @@ services:
     restart: on-failure:100
     
   vector-write:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "vector-write-milvus"
       - "-p"
@@ -151,7 +151,7 @@ services:
     restart: on-failure:100
     
   graph-write:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "graph-write-cassandra"
       - "-p"
@@ -161,7 +161,7 @@ services:
     restart: on-failure:100
     
   llm:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "llm-ollama-text"
       - "-p"
@@ -171,7 +171,7 @@ services:
     restart: on-failure:100
 
   graph-rag:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "graph-rag"
       - "-p"
diff --git a/docker-compose-vertexai.yaml b/docker-compose-vertexai.yaml
index b14307ff..b0b5c23d 100644
--- a/docker-compose-vertexai.yaml
+++ b/docker-compose-vertexai.yaml
@@ -91,7 +91,7 @@ services:
     restart: on-failure:100
 
   pdf-decoder:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "pdf-decoder"
       - "-p"
@@ -99,7 +99,7 @@ services:
     restart: on-failure:100
 
   chunker:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "chunker-recursive"
       - "-p"
@@ -107,7 +107,7 @@ services:
     restart: on-failure:100
 
   vectorize:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "embeddings-vectorize"
       - "-p"
@@ -115,7 +115,7 @@ services:
     restart: on-failure:100
     
   embeddings:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "embeddings-hf"
       - "-p"
@@ -123,7 +123,7 @@ services:
     restart: on-failure:100
     
   kg-extract-definitions:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "kg-extract-definitions"
       - "-p"
@@ -131,7 +131,7 @@ services:
     restart: on-failure:100
     
   kg-extract-relationships:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "kg-extract-relationships"
       - "-p"
@@ -139,7 +139,7 @@ services:
     restart: on-failure:100
     
   vector-write:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "vector-write-milvus"
       - "-p"
@@ -149,7 +149,7 @@ services:
     restart: on-failure:100
     
   graph-write:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "graph-write-cassandra"
       - "-p"
@@ -159,7 +159,7 @@ services:
     restart: on-failure:100
     
   llm:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "llm-vertexai-text"
       - "-p"
@@ -173,7 +173,7 @@ services:
     restart: on-failure:100
 
   graph-rag:
-    image: docker.io/trustgraph/trustgraph-flow:0.2.3
+    image: docker.io/trustgraph/trustgraph-flow:0.2.4
     command:
       - "graph-rag"
       - "-p"
diff --git a/setup.py b/setup.py
index 4a2c05d8..6bf25457 100644
--- a/setup.py
+++ b/setup.py
@@ -4,7 +4,7 @@ import os
 with open("README.md", "r") as fh:
     long_description = fh.read()
 
-version = "0.2.3"
+version = "0.2.4"
 
 setuptools.setup(
     name="trustgraph",