diff --git a/Makefile b/Makefile
index 8a5078f9..41ba47dc 100644
--- a/Makefile
+++ b/Makefile
@@ -1,6 +1,6 @@
 
 # VERSION=$(shell git describe | sed 's/^v//')
-VERSION=0.8.3
+VERSION=0.9.0
 
 DOCKER=podman
 
diff --git a/setup.py b/setup.py
index 941e13bb..4bee1ff8 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 = "0.8.3"
+version = "0.9.0"
 
 setuptools.setup(
     name="trustgraph",
diff --git a/tg-launch-azure-cassandra.yaml b/tg-launch-azure-cassandra.yaml
index c4663fdd..fb57c934 100644
--- a/tg-launch-azure-cassandra.yaml
+++ b/tg-launch-azure-cassandra.yaml
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -50,7 +50,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -95,7 +95,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -125,7 +125,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -140,7 +140,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pdf-decoder":
     "command":
@@ -155,7 +155,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -214,7 +214,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -261,7 +261,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -314,7 +314,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -331,7 +331,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -348,7 +348,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -365,7 +365,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -382,7 +382,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -399,7 +399,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -422,7 +422,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion-rag":
     "command":
@@ -449,7 +449,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "vectorize":
     "command":
@@ -464,7 +464,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "cassandra": {}
diff --git a/tg-launch-azure-neo4j.yaml b/tg-launch-azure-neo4j.yaml
index 9fbce529..cc80d613 100644
--- a/tg-launch-azure-neo4j.yaml
+++ b/tg-launch-azure-neo4j.yaml
@@ -16,7 +16,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -78,7 +78,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -108,7 +108,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -123,7 +123,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "neo4j":
     "deploy":
@@ -156,7 +156,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -215,7 +215,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -262,7 +262,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -315,7 +315,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -332,7 +332,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -349,7 +349,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -366,7 +366,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -383,7 +383,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -400,7 +400,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -423,7 +423,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion-rag":
     "command":
@@ -450,7 +450,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "vectorize":
     "command":
@@ -465,7 +465,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "grafana-storage": {}
diff --git a/tg-launch-bedrock-cassandra.yaml b/tg-launch-bedrock-cassandra.yaml
index f118d1ac..84a0073c 100644
--- a/tg-launch-bedrock-cassandra.yaml
+++ b/tg-launch-bedrock-cassandra.yaml
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -50,7 +50,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -95,7 +95,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -125,7 +125,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -140,7 +140,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pdf-decoder":
     "command":
@@ -155,7 +155,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -214,7 +214,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -261,7 +261,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -314,7 +314,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -331,7 +331,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -348,7 +348,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -365,7 +365,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -382,7 +382,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -399,7 +399,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -426,7 +426,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion-rag":
     "command":
@@ -457,7 +457,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "vectorize":
     "command":
@@ -472,7 +472,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "cassandra": {}
diff --git a/tg-launch-bedrock-neo4j.yaml b/tg-launch-bedrock-neo4j.yaml
index 5128c1da..8a9da354 100644
--- a/tg-launch-bedrock-neo4j.yaml
+++ b/tg-launch-bedrock-neo4j.yaml
@@ -16,7 +16,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -78,7 +78,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -108,7 +108,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -123,7 +123,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "neo4j":
     "deploy":
@@ -156,7 +156,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -215,7 +215,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -262,7 +262,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -315,7 +315,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -332,7 +332,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -349,7 +349,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -366,7 +366,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -383,7 +383,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -400,7 +400,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -427,7 +427,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion-rag":
     "command":
@@ -458,7 +458,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "vectorize":
     "command":
@@ -473,7 +473,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "grafana-storage": {}
diff --git a/tg-launch-claude-cassandra.yaml b/tg-launch-claude-cassandra.yaml
index f8bf31e3..495b47ea 100644
--- a/tg-launch-claude-cassandra.yaml
+++ b/tg-launch-claude-cassandra.yaml
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -50,7 +50,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -95,7 +95,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -125,7 +125,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -140,7 +140,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pdf-decoder":
     "command":
@@ -155,7 +155,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -214,7 +214,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -261,7 +261,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -314,7 +314,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -331,7 +331,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -348,7 +348,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -365,7 +365,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -382,7 +382,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -399,7 +399,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -420,7 +420,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion-rag":
     "command":
@@ -445,7 +445,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "vectorize":
     "command":
@@ -460,7 +460,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "cassandra": {}
diff --git a/tg-launch-claude-neo4j.yaml b/tg-launch-claude-neo4j.yaml
index d6b50365..594893a2 100644
--- a/tg-launch-claude-neo4j.yaml
+++ b/tg-launch-claude-neo4j.yaml
@@ -16,7 +16,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -78,7 +78,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -108,7 +108,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -123,7 +123,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "neo4j":
     "deploy":
@@ -156,7 +156,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -215,7 +215,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -262,7 +262,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -315,7 +315,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -332,7 +332,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -349,7 +349,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -366,7 +366,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -383,7 +383,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -400,7 +400,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -421,7 +421,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion-rag":
     "command":
@@ -446,7 +446,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "vectorize":
     "command":
@@ -461,7 +461,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "grafana-storage": {}
diff --git a/tg-launch-cohere-cassandra.yaml b/tg-launch-cohere-cassandra.yaml
index 3e46d87f..833aec61 100644
--- a/tg-launch-cohere-cassandra.yaml
+++ b/tg-launch-cohere-cassandra.yaml
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -50,7 +50,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -95,7 +95,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -125,7 +125,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -140,7 +140,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pdf-decoder":
     "command":
@@ -155,7 +155,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -214,7 +214,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -261,7 +261,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -314,7 +314,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -331,7 +331,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -348,7 +348,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -365,7 +365,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -382,7 +382,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -399,7 +399,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -418,7 +418,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion-rag":
     "command":
@@ -441,7 +441,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "vectorize":
     "command":
@@ -456,7 +456,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "cassandra": {}
diff --git a/tg-launch-cohere-neo4j.yaml b/tg-launch-cohere-neo4j.yaml
index 122dcc40..dc8a1abf 100644
--- a/tg-launch-cohere-neo4j.yaml
+++ b/tg-launch-cohere-neo4j.yaml
@@ -16,7 +16,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -78,7 +78,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -108,7 +108,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -123,7 +123,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "neo4j":
     "deploy":
@@ -156,7 +156,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -215,7 +215,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -262,7 +262,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -315,7 +315,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -332,7 +332,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -349,7 +349,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -366,7 +366,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -383,7 +383,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -400,7 +400,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -419,7 +419,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion-rag":
     "command":
@@ -442,7 +442,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "vectorize":
     "command":
@@ -457,7 +457,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "grafana-storage": {}
diff --git a/tg-launch-ollama-cassandra.yaml b/tg-launch-ollama-cassandra.yaml
index efef8170..a6c63717 100644
--- a/tg-launch-ollama-cassandra.yaml
+++ b/tg-launch-ollama-cassandra.yaml
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -50,7 +50,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -95,7 +95,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -125,7 +125,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -140,7 +140,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pdf-decoder":
     "command":
@@ -155,7 +155,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -190,7 +190,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -213,7 +213,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -266,7 +266,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -283,7 +283,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -300,7 +300,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -317,7 +317,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -334,7 +334,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -351,7 +351,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -370,7 +370,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion-rag":
     "command":
@@ -393,7 +393,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "vectorize":
     "command":
@@ -408,7 +408,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "cassandra": {}
diff --git a/tg-launch-ollama-neo4j.yaml b/tg-launch-ollama-neo4j.yaml
index fbc6210e..916bfacf 100644
--- a/tg-launch-ollama-neo4j.yaml
+++ b/tg-launch-ollama-neo4j.yaml
@@ -16,7 +16,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -78,7 +78,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -108,7 +108,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -123,7 +123,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "neo4j":
     "deploy":
@@ -156,7 +156,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -191,7 +191,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -214,7 +214,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -267,7 +267,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -284,7 +284,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -301,7 +301,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -318,7 +318,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -335,7 +335,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -352,7 +352,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -371,7 +371,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion-rag":
     "command":
@@ -394,7 +394,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "vectorize":
     "command":
@@ -409,7 +409,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "grafana-storage": {}
diff --git a/tg-launch-openai-cassandra.yaml b/tg-launch-openai-cassandra.yaml
index 4fd9f36c..ed65029b 100644
--- a/tg-launch-openai-cassandra.yaml
+++ b/tg-launch-openai-cassandra.yaml
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -50,7 +50,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -95,7 +95,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -125,7 +125,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -140,7 +140,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pdf-decoder":
     "command":
@@ -155,7 +155,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -214,7 +214,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -261,7 +261,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -314,7 +314,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -331,7 +331,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -348,7 +348,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -365,7 +365,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -382,7 +382,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -399,7 +399,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -422,7 +422,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion-rag":
     "command":
@@ -449,7 +449,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "vectorize":
     "command":
@@ -464,7 +464,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "cassandra": {}
diff --git a/tg-launch-openai-neo4j.yaml b/tg-launch-openai-neo4j.yaml
index bd870011..e11134fc 100644
--- a/tg-launch-openai-neo4j.yaml
+++ b/tg-launch-openai-neo4j.yaml
@@ -16,7 +16,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -78,7 +78,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -108,7 +108,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -123,7 +123,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "neo4j":
     "deploy":
@@ -156,7 +156,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -215,7 +215,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -262,7 +262,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -315,7 +315,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -332,7 +332,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -349,7 +349,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -366,7 +366,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -383,7 +383,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -400,7 +400,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -423,7 +423,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion-rag":
     "command":
@@ -450,7 +450,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "vectorize":
     "command":
@@ -465,7 +465,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "grafana-storage": {}
diff --git a/tg-launch-vertexai-cassandra.yaml b/tg-launch-vertexai-cassandra.yaml
index ee52e39a..8e69ea0f 100644
--- a/tg-launch-vertexai-cassandra.yaml
+++ b/tg-launch-vertexai-cassandra.yaml
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -50,7 +50,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -95,7 +95,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -125,7 +125,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -140,7 +140,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pdf-decoder":
     "command":
@@ -155,7 +155,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -214,7 +214,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -261,7 +261,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -314,7 +314,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -331,7 +331,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -348,7 +348,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -365,7 +365,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -382,7 +382,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -399,7 +399,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -424,7 +424,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
     "volumes":
     - "./vertexai:/vertexai"
@@ -455,7 +455,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
     "volumes":
     - "./vertexai:/vertexai"
@@ -472,7 +472,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "cassandra": {}
diff --git a/tg-launch-vertexai-neo4j.yaml b/tg-launch-vertexai-neo4j.yaml
index f812c7d2..e8c0e111 100644
--- a/tg-launch-vertexai-neo4j.yaml
+++ b/tg-launch-vertexai-neo4j.yaml
@@ -16,7 +16,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "embeddings":
     "command":
@@ -33,7 +33,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "256M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "grafana":
     "deploy":
@@ -78,7 +78,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "init-pulsar":
     "command":
@@ -108,7 +108,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "kg-extract-relationships":
     "command":
@@ -123,7 +123,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "neo4j":
     "deploy":
@@ -156,7 +156,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prometheus":
     "deploy":
@@ -215,7 +215,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "prompt-rag":
     "command":
@@ -262,7 +262,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "pulsar":
     "command": "bin/pulsar standalone"
@@ -315,7 +315,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -332,7 +332,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -349,7 +349,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -366,7 +366,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -383,7 +383,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -400,7 +400,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "text-completion":
     "command":
@@ -425,7 +425,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
     "volumes":
     - "./vertexai:/vertexai"
@@ -456,7 +456,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
     "volumes":
     - "./vertexai:/vertexai"
@@ -473,7 +473,7 @@
         "reservations":
           "cpus": "0.5"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "grafana-storage": {}
diff --git a/tg-storage-cassandra.yaml b/tg-storage-cassandra.yaml
index 9f55ac57..16c87a6c 100644
--- a/tg-storage-cassandra.yaml
+++ b/tg-storage-cassandra.yaml
@@ -118,7 +118,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -135,7 +135,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -152,7 +152,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "512M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -169,7 +169,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -186,7 +186,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -203,7 +203,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "cassandra": {}
diff --git a/tg-storage-neo4j.yaml b/tg-storage-neo4j.yaml
index 1f2fcfa7..5458c96e 100644
--- a/tg-storage-neo4j.yaml
+++ b/tg-storage-neo4j.yaml
@@ -119,7 +119,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-graph-embeddings":
     "command":
@@ -136,7 +136,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "query-triples":
     "command":
@@ -153,7 +153,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-doc-embeddings":
     "command":
@@ -170,7 +170,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-graph-embeddings":
     "command":
@@ -187,7 +187,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
   "store-triples":
     "command":
@@ -204,7 +204,7 @@
         "reservations":
           "cpus": "0.1"
           "memory": "128M"
-    "image": "docker.io/trustgraph/trustgraph-flow:0.8.3"
+    "image": "docker.io/trustgraph/trustgraph-flow:0.9.0"
     "restart": "on-failure:100"
 "volumes":
   "grafana-storage": {}